2023-04-13 09:14:10,977 semantic_segmentation INFO: Using 2 GPUs
2023-04-13 09:14:10,977 semantic_segmentation INFO: Namespace(aux=True, batch_size=16, crop_size=[512, 1024], data='/home/mrsy/disk/ys/data/cityscapes/', dataset='citys', device='cuda', distributed=True, gpu_id='0,1', ignore_label=-1, kd_temperature=1.0, lambda_kd=1.0, local_rank=0, log_dir='work_dirs/dist_dv3-r101_dv3_r18', log_iter=10, lr=0.02, max_iterations=40000, momentum=0.9, no_cuda=False, num_gpus=2, resume='/home/mrsy/disk/ys/code/distill/DIST_KD/segmentation/work_dirs/dist_dv3-r101_dv3_r18/kd_deeplabv3_resnet18_citys.pth', save_dir='work_dirs/dist_dv3-r101_dv3_r18', save_epoch=10, save_per_iters=400, skip_val=False, start_epoch=0, student_backbone='resnet18', student_model='deeplabv3', student_pretrained='None', student_pretrained_base='/home/mrsy/disk/ys/code/distill/DIST_KD/segmentation/resnet18-imagenet.pth', teacher_backbone='resnet101', teacher_model='deeplabv3', teacher_pretrained='/home/mrsy/disk/ys/code/distill/DIST_KD/segmentation//deeplabv3_resnet101_citys_best_model.pth', teacher_pretrained_base='None', val_epoch=1, val_per_iters=400, weight_decay=0.0005, workers=16)
2023-04-13 09:14:14,449 semantic_segmentation INFO: Start training, Total Iterations 40000
2023-04-13 09:14:39,497 semantic_segmentation INFO: Iters: 10/40000 || Lr: 0.019996 || Task Loss: 0.2780 || KD Loss: 0.3758|| Cost Time: 0:00:25 || Estimated Time: 1 day, 3:32:49
2023-04-13 09:14:47,337 semantic_segmentation INFO: Iters: 20/40000 || Lr: 0.019991 || Task Loss: 0.3396 || KD Loss: 0.4430|| Cost Time: 0:00:32 || Estimated Time: 18:07:23
2023-04-13 09:14:55,186 semantic_segmentation INFO: Iters: 30/40000 || Lr: 0.019987 || Task Loss: 0.2783 || KD Loss: 0.4503|| Cost Time: 0:00:40 || Estimated Time: 14:59:01
2023-04-13 09:15:03,044 semantic_segmentation INFO: Iters: 40/40000 || Lr: 0.019983 || Task Loss: 0.3945 || KD Loss: 0.5295|| Cost Time: 0:00:48 || Estimated Time: 13:24:55
2023-04-13 09:15:10,920 semantic_segmentation INFO: Iters: 50/40000 || Lr: 0.019978 || Task Loss: 0.3260 || KD Loss: 0.4494|| Cost Time: 0:00:56 || Estimated Time: 12:28:39
2023-04-13 09:15:18,826 semantic_segmentation INFO: Iters: 60/40000 || Lr: 0.019974 || Task Loss: 0.4360 || KD Loss: 0.4641|| Cost Time: 0:01:04 || Estimated Time: 11:51:26
2023-04-13 09:15:26,729 semantic_segmentation INFO: Iters: 70/40000 || Lr: 0.019969 || Task Loss: 0.3473 || KD Loss: 0.5111|| Cost Time: 0:01:12 || Estimated Time: 11:24:45
2023-04-13 09:15:34,640 semantic_segmentation INFO: Iters: 80/40000 || Lr: 0.019965 || Task Loss: 0.3732 || KD Loss: 0.4823|| Cost Time: 0:01:20 || Estimated Time: 11:04:49
2023-04-13 09:15:42,542 semantic_segmentation INFO: Iters: 90/40000 || Lr: 0.019960 || Task Loss: 0.2501 || KD Loss: 0.4228|| Cost Time: 0:01:28 || Estimated Time: 10:49:12
2023-04-13 09:15:50,461 semantic_segmentation INFO: Iters: 100/40000 || Lr: 0.019956 || Task Loss: 0.5587 || KD Loss: 0.5355|| Cost Time: 0:01:36 || Estimated Time: 10:36:48
2023-04-13 09:15:58,390 semantic_segmentation INFO: Iters: 110/40000 || Lr: 0.019951 || Task Loss: 0.5040 || KD Loss: 0.4438|| Cost Time: 0:01:43 || Estimated Time: 10:26:41
2023-04-13 09:16:06,346 semantic_segmentation INFO: Iters: 120/40000 || Lr: 0.019947 || Task Loss: 0.2575 || KD Loss: 0.4094|| Cost Time: 0:01:51 || Estimated Time: 10:18:23
2023-04-13 09:16:14,314 semantic_segmentation INFO: Iters: 130/40000 || Lr: 0.019942 || Task Loss: 0.5272 || KD Loss: 0.5827|| Cost Time: 0:01:59 || Estimated Time: 10:11:23
2023-04-13 09:16:22,295 semantic_segmentation INFO: Iters: 140/40000 || Lr: 0.019938 || Task Loss: 0.4306 || KD Loss: 0.5540|| Cost Time: 0:02:07 || Estimated Time: 10:05:27
2023-04-13 09:16:30,324 semantic_segmentation INFO: Iters: 150/40000 || Lr: 0.019933 || Task Loss: 0.4181 || KD Loss: 0.4442|| Cost Time: 0:02:15 || Estimated Time: 10:00:30
2023-04-13 09:16:38,361 semantic_segmentation INFO: Iters: 160/40000 || Lr: 0.019929 || Task Loss: 0.4673 || KD Loss: 0.4740|| Cost Time: 0:02:23 || Estimated Time: 9:56:08
2023-04-13 09:16:46,406 semantic_segmentation INFO: Iters: 170/40000 || Lr: 0.019924 || Task Loss: 0.4179 || KD Loss: 0.4727|| Cost Time: 0:02:31 || Estimated Time: 9:52:21
2023-04-13 09:16:54,502 semantic_segmentation INFO: Iters: 180/40000 || Lr: 0.019920 || Task Loss: 0.3344 || KD Loss: 0.4329|| Cost Time: 0:02:40 || Estimated Time: 9:49:09
2023-04-13 09:17:02,607 semantic_segmentation INFO: Iters: 190/40000 || Lr: 0.019915 || Task Loss: 0.3750 || KD Loss: 0.4241|| Cost Time: 0:02:48 || Estimated Time: 9:46:19
2023-04-13 09:17:10,688 semantic_segmentation INFO: Iters: 200/40000 || Lr: 0.019911 || Task Loss: 0.4199 || KD Loss: 0.4573|| Cost Time: 0:02:56 || Estimated Time: 9:43:39
2023-04-13 09:17:18,766 semantic_segmentation INFO: Iters: 210/40000 || Lr: 0.019906 || Task Loss: 0.4172 || KD Loss: 0.4669|| Cost Time: 0:03:04 || Estimated Time: 9:41:14
2023-04-13 09:17:26,854 semantic_segmentation INFO: Iters: 220/40000 || Lr: 0.019902 || Task Loss: 0.3987 || KD Loss: 0.4462|| Cost Time: 0:03:12 || Estimated Time: 9:39:03
2023-04-13 09:17:34,972 semantic_segmentation INFO: Iters: 230/40000 || Lr: 0.019897 || Task Loss: 0.3837 || KD Loss: 0.4061|| Cost Time: 0:03:20 || Estimated Time: 9:37:08
2023-04-13 09:17:43,083 semantic_segmentation INFO: Iters: 240/40000 || Lr: 0.019893 || Task Loss: 0.4175 || KD Loss: 0.4436|| Cost Time: 0:03:28 || Estimated Time: 9:35:20
2023-04-13 09:17:51,228 semantic_segmentation INFO: Iters: 250/40000 || Lr: 0.019888 || Task Loss: 0.3713 || KD Loss: 0.5144|| Cost Time: 0:03:36 || Estimated Time: 9:33:46
2023-04-13 09:17:59,381 semantic_segmentation INFO: Iters: 260/40000 || Lr: 0.019884 || Task Loss: 0.5750 || KD Loss: 0.5717|| Cost Time: 0:03:44 || Estimated Time: 9:32:20
2023-04-13 09:18:07,533 semantic_segmentation INFO: Iters: 270/40000 || Lr: 0.019880 || Task Loss: 0.3751 || KD Loss: 0.4352|| Cost Time: 0:03:53 || Estimated Time: 9:30:59
2023-04-13 09:18:15,733 semantic_segmentation INFO: Iters: 280/40000 || Lr: 0.019875 || Task Loss: 0.3250 || KD Loss: 0.3992|| Cost Time: 0:04:01 || Estimated Time: 9:29:51
2023-04-13 09:18:23,953 semantic_segmentation INFO: Iters: 290/40000 || Lr: 0.019871 || Task Loss: 0.3717 || KD Loss: 0.5071|| Cost Time: 0:04:09 || Estimated Time: 9:28:49
2023-04-13 09:18:32,166 semantic_segmentation INFO: Iters: 300/40000 || Lr: 0.019866 || Task Loss: 0.3082 || KD Loss: 0.4535|| Cost Time: 0:04:17 || Estimated Time: 9:27:49
2023-04-13 09:18:40,422 semantic_segmentation INFO: Iters: 310/40000 || Lr: 0.019862 || Task Loss: 0.2692 || KD Loss: 0.4530|| Cost Time: 0:04:25 || Estimated Time: 9:26:59
2023-04-13 09:18:48,624 semantic_segmentation INFO: Iters: 320/40000 || Lr: 0.019857 || Task Loss: 0.3799 || KD Loss: 0.4655|| Cost Time: 0:04:34 || Estimated Time: 9:26:05
2023-04-13 09:18:56,859 semantic_segmentation INFO: Iters: 330/40000 || Lr: 0.019853 || Task Loss: 0.5661 || KD Loss: 0.5791|| Cost Time: 0:04:42 || Estimated Time: 9:25:17
2023-04-13 09:19:05,099 semantic_segmentation INFO: Iters: 340/40000 || Lr: 0.019848 || Task Loss: 0.5575 || KD Loss: 0.4468|| Cost Time: 0:04:50 || Estimated Time: 9:24:33
2023-04-13 09:19:13,428 semantic_segmentation INFO: Iters: 350/40000 || Lr: 0.019844 || Task Loss: 0.2672 || KD Loss: 0.4724|| Cost Time: 0:04:58 || Estimated Time: 9:23:59
2023-04-13 09:19:21,752 semantic_segmentation INFO: Iters: 360/40000 || Lr: 0.019839 || Task Loss: 0.6098 || KD Loss: 0.5310|| Cost Time: 0:05:07 || Estimated Time: 9:23:28
2023-04-13 09:19:30,005 semantic_segmentation INFO: Iters: 370/40000 || Lr: 0.019835 || Task Loss: 0.3561 || KD Loss: 0.4440|| Cost Time: 0:05:15 || Estimated Time: 9:22:50
2023-04-13 09:19:38,202 semantic_segmentation INFO: Iters: 380/40000 || Lr: 0.019830 || Task Loss: 0.3414 || KD Loss: 0.3540|| Cost Time: 0:05:23 || Estimated Time: 9:22:08
2023-04-13 09:19:46,561 semantic_segmentation INFO: Iters: 390/40000 || Lr: 0.019826 || Task Loss: 0.2768 || KD Loss: 0.3974|| Cost Time: 0:05:32 || Estimated Time: 9:21:43
2023-04-13 09:19:54,828 semantic_segmentation INFO: Iters: 400/40000 || Lr: 0.019821 || Task Loss: 0.2812 || KD Loss: 0.4382|| Cost Time: 0:05:40 || Estimated Time: 9:21:11
2023-04-13 09:19:55,102 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 09:19:56,612 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.934, mIoU: 0.363
2023-04-13 09:19:57,712 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.943, mIoU: 0.424
2023-04-13 09:19:57,936 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.947, mIoU: 0.432
2023-04-13 09:19:58,582 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.946, mIoU: 0.469
2023-04-13 09:19:58,664 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.461
2023-04-13 09:19:58,748 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.464
2023-04-13 09:19:58,836 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.947, mIoU: 0.495
2023-04-13 09:19:58,927 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.509
2023-04-13 09:19:59,025 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.509
2023-04-13 09:19:59,112 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.940, mIoU: 0.535
2023-04-13 09:19:59,199 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.940, mIoU: 0.538
2023-04-13 09:19:59,282 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.934, mIoU: 0.557
2023-04-13 09:19:59,371 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.933, mIoU: 0.555
2023-04-13 09:19:59,453 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.933, mIoU: 0.558
2023-04-13 09:19:59,530 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.931, mIoU: 0.562
2023-04-13 09:19:59,600 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.930, mIoU: 0.552
2023-04-13 09:19:59,670 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.928, mIoU: 0.552
2023-04-13 09:19:59,741 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.927, mIoU: 0.551
2023-04-13 09:19:59,810 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.927, mIoU: 0.556
2023-04-13 09:19:59,883 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.567
2023-04-13 09:19:59,957 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.573
2023-04-13 09:20:00,036 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.578
2023-04-13 09:20:00,103 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.917, mIoU: 0.572
2023-04-13 09:20:00,175 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.916, mIoU: 0.581
2023-04-13 09:20:00,242 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.914, mIoU: 0.596
2023-04-13 09:20:00,307 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.914, mIoU: 0.598
2023-04-13 09:20:00,380 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.590
2023-04-13 09:20:00,454 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.907, mIoU: 0.582
2023-04-13 09:20:00,522 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.906, mIoU: 0.584
2023-04-13 09:20:00,591 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.906, mIoU: 0.585
2023-04-13 09:20:00,658 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.906, mIoU: 0.585
2023-04-13 09:20:00,734 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.906, mIoU: 0.583
2023-04-13 09:20:00,805 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.908, mIoU: 0.586
2023-04-13 09:20:00,876 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.907, mIoU: 0.583
2023-04-13 09:20:00,946 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.908, mIoU: 0.585
2023-04-13 09:20:01,020 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.908, mIoU: 0.584
2023-04-13 09:20:01,089 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.907, mIoU: 0.579
2023-04-13 09:20:01,158 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.905, mIoU: 0.575
2023-04-13 09:20:01,230 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.905, mIoU: 0.580
2023-04-13 09:20:01,299 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.906, mIoU: 0.580
2023-04-13 09:20:01,371 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.907, mIoU: 0.582
2023-04-13 09:20:01,442 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.906, mIoU: 0.581
2023-04-13 09:20:01,515 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.581
2023-04-13 09:20:01,588 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.907, mIoU: 0.580
2023-04-13 09:20:01,660 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.578
2023-04-13 09:20:01,730 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.906, mIoU: 0.576
2023-04-13 09:20:01,808 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.575
2023-04-13 09:20:01,877 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.574
2023-04-13 09:20:01,947 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.908, mIoU: 0.579
2023-04-13 09:20:02,018 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.582
2023-04-13 09:20:02,085 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.581
2023-04-13 09:20:02,160 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.906, mIoU: 0.576
2023-04-13 09:20:02,228 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.906, mIoU: 0.574
2023-04-13 09:20:02,296 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.906, mIoU: 0.575
2023-04-13 09:20:02,369 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.905, mIoU: 0.573
2023-04-13 09:20:02,447 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.905, mIoU: 0.578
2023-04-13 09:20:02,516 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.905, mIoU: 0.579
2023-04-13 09:20:02,587 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.905, mIoU: 0.582
2023-04-13 09:20:02,657 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.905, mIoU: 0.587
2023-04-13 09:20:02,728 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.906, mIoU: 0.586
2023-04-13 09:20:02,800 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.905, mIoU: 0.589
2023-04-13 09:20:02,877 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.905, mIoU: 0.590
2023-04-13 09:20:02,946 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.905, mIoU: 0.589
2023-04-13 09:20:03,018 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.905, mIoU: 0.591
2023-04-13 09:20:03,090 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.905, mIoU: 0.594
2023-04-13 09:20:03,159 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.905, mIoU: 0.594
2023-04-13 09:20:03,226 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.904, mIoU: 0.592
2023-04-13 09:20:03,301 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.593
2023-04-13 09:20:03,379 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.904, mIoU: 0.592
2023-04-13 09:20:03,448 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.905, mIoU: 0.593
2023-04-13 09:20:03,522 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.905, mIoU: 0.593
2023-04-13 09:20:03,594 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.906, mIoU: 0.593
2023-04-13 09:20:03,662 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.906, mIoU: 0.593
2023-04-13 09:20:03,731 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.907, mIoU: 0.593
2023-04-13 09:20:03,800 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.907, mIoU: 0.594
2023-04-13 09:20:03,877 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.906, mIoU: 0.591
2023-04-13 09:20:03,944 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.906, mIoU: 0.591
2023-04-13 09:20:04,014 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.906, mIoU: 0.591
2023-04-13 09:20:04,085 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.906, mIoU: 0.591
2023-04-13 09:20:04,157 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.906, mIoU: 0.592
2023-04-13 09:20:04,229 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.906, mIoU: 0.593
2023-04-13 09:20:04,299 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.907, mIoU: 0.594
2023-04-13 09:20:04,370 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.907, mIoU: 0.593
2023-04-13 09:20:04,441 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.905, mIoU: 0.590
2023-04-13 09:20:04,512 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.903, mIoU: 0.587
2023-04-13 09:20:04,589 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.903, mIoU: 0.587
2023-04-13 09:20:04,659 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.903, mIoU: 0.588
2023-04-13 09:20:04,727 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.904, mIoU: 0.588
2023-04-13 09:20:04,799 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.904, mIoU: 0.588
2023-04-13 09:20:04,868 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.904, mIoU: 0.587
2023-04-13 09:20:04,937 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.904, mIoU: 0.589
2023-04-13 09:20:05,005 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.903, mIoU: 0.582
2023-04-13 09:20:05,073 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.903, mIoU: 0.582
2023-04-13 09:20:05,145 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.904, mIoU: 0.582
2023-04-13 09:20:05,218 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.904, mIoU: 0.582
2023-04-13 09:20:05,283 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.904, mIoU: 0.582
2023-04-13 09:20:05,356 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.903, mIoU: 0.580
2023-04-13 09:20:05,422 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.904, mIoU: 0.580
2023-04-13 09:20:05,489 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.903, mIoU: 0.579
2023-04-13 09:20:05,564 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.902, mIoU: 0.578
2023-04-13 09:20:05,634 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.900, mIoU: 0.578
2023-04-13 09:20:05,702 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.900, mIoU: 0.576
2023-04-13 09:20:05,772 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.900, mIoU: 0.576
2023-04-13 09:20:05,848 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.900, mIoU: 0.576
2023-04-13 09:20:05,921 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.901, mIoU: 0.576
2023-04-13 09:20:05,990 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.901, mIoU: 0.577
2023-04-13 09:20:06,060 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.901, mIoU: 0.577
2023-04-13 09:20:06,130 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.902, mIoU: 0.578
2023-04-13 09:20:06,200 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.902, mIoU: 0.578
2023-04-13 09:20:06,271 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.901, mIoU: 0.576
2023-04-13 09:20:06,344 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.901, mIoU: 0.577
2023-04-13 09:20:06,415 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.900, mIoU: 0.576
2023-04-13 09:20:06,486 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.901, mIoU: 0.575
2023-04-13 09:20:06,559 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.901, mIoU: 0.575
2023-04-13 09:20:06,628 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.900, mIoU: 0.574
2023-04-13 09:20:06,696 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.899, mIoU: 0.572
2023-04-13 09:20:06,766 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.897, mIoU: 0.576
2023-04-13 09:20:06,843 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.895, mIoU: 0.574
2023-04-13 09:20:06,916 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.895, mIoU: 0.574
2023-04-13 09:20:06,991 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.895, mIoU: 0.574
2023-04-13 09:20:07,062 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.895, mIoU: 0.573
2023-04-13 09:20:07,130 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.894, mIoU: 0.572
2023-04-13 09:20:07,199 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.894, mIoU: 0.572
2023-04-13 09:20:07,269 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.894, mIoU: 0.575
2023-04-13 09:20:07,340 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.894, mIoU: 0.575
2023-04-13 09:20:07,408 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.894, mIoU: 0.573
2023-04-13 09:20:07,481 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.893, mIoU: 0.574
2023-04-13 09:20:07,553 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.892, mIoU: 0.573
2023-04-13 09:20:07,622 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.892, mIoU: 0.573
2023-04-13 09:20:07,689 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.893, mIoU: 0.573
2023-04-13 09:20:07,756 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.893, mIoU: 0.572
2023-04-13 09:20:07,829 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.893, mIoU: 0.572
2023-04-13 09:20:07,900 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.894, mIoU: 0.572
2023-04-13 09:20:07,976 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.894, mIoU: 0.572
2023-04-13 09:20:08,046 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.895, mIoU: 0.573
2023-04-13 09:20:08,119 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.895, mIoU: 0.573
2023-04-13 09:20:08,190 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.895, mIoU: 0.574
2023-04-13 09:20:08,261 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.895, mIoU: 0.573
2023-04-13 09:20:08,331 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.894, mIoU: 0.572
2023-04-13 09:20:08,403 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.895, mIoU: 0.573
2023-04-13 09:20:08,474 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.894, mIoU: 0.573
2023-04-13 09:20:08,544 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.894, mIoU: 0.573
2023-04-13 09:20:08,615 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.895, mIoU: 0.572
2023-04-13 09:20:08,686 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.895, mIoU: 0.572
2023-04-13 09:20:08,755 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.895, mIoU: 0.572
2023-04-13 09:20:08,825 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.895, mIoU: 0.575
2023-04-13 09:20:08,896 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.895, mIoU: 0.575
2023-04-13 09:20:08,968 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.895, mIoU: 0.575
2023-04-13 09:20:09,038 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.895, mIoU: 0.575
2023-04-13 09:20:09,108 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.895, mIoU: 0.574
2023-04-13 09:20:09,178 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.896, mIoU: 0.576
2023-04-13 09:20:09,245 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.896, mIoU: 0.576
2023-04-13 09:20:09,317 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.896, mIoU: 0.576
2023-04-13 09:20:09,385 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.896, mIoU: 0.576
2023-04-13 09:20:09,452 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.896, mIoU: 0.576
2023-04-13 09:20:09,518 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.896, mIoU: 0.577
2023-04-13 09:20:09,587 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.896, mIoU: 0.577
2023-04-13 09:20:09,661 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.896, mIoU: 0.576
2023-04-13 09:20:09,733 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.896, mIoU: 0.576
2023-04-13 09:20:09,802 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.896, mIoU: 0.575
2023-04-13 09:20:09,873 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.896, mIoU: 0.575
2023-04-13 09:20:09,944 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.896, mIoU: 0.574
2023-04-13 09:20:10,022 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.896, mIoU: 0.573
2023-04-13 09:20:10,091 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.896, mIoU: 0.574
2023-04-13 09:20:10,164 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.896, mIoU: 0.574
2023-04-13 09:20:10,234 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.897, mIoU: 0.574
2023-04-13 09:20:10,308 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.897, mIoU: 0.574
2023-04-13 09:20:10,384 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.897, mIoU: 0.574
2023-04-13 09:20:10,456 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.898, mIoU: 0.575
2023-04-13 09:20:10,526 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.898, mIoU: 0.574
2023-04-13 09:20:10,599 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.898, mIoU: 0.574
2023-04-13 09:20:10,673 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.898, mIoU: 0.574
2023-04-13 09:20:10,742 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.898, mIoU: 0.574
2023-04-13 09:20:10,811 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.898, mIoU: 0.574
2023-04-13 09:20:10,881 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.898, mIoU: 0.574
2023-04-13 09:20:10,947 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:11,013 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:11,080 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.898, mIoU: 0.574
2023-04-13 09:20:11,150 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.898, mIoU: 0.574
2023-04-13 09:20:11,220 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:11,290 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.897, mIoU: 0.572
2023-04-13 09:20:11,357 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.897, mIoU: 0.572
2023-04-13 09:20:11,424 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.897, mIoU: 0.572
2023-04-13 09:20:11,494 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:11,564 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.898, mIoU: 0.572
2023-04-13 09:20:11,633 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.898, mIoU: 0.572
2023-04-13 09:20:11,702 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.898, mIoU: 0.572
2023-04-13 09:20:11,769 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.898, mIoU: 0.572
2023-04-13 09:20:11,837 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.898, mIoU: 0.572
2023-04-13 09:20:11,906 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:11,972 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.899, mIoU: 0.573
2023-04-13 09:20:12,044 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:12,117 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:12,185 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:12,254 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:12,317 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.898, mIoU: 0.572
2023-04-13 09:20:12,391 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.898, mIoU: 0.572
2023-04-13 09:20:12,465 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.898, mIoU: 0.571
2023-04-13 09:20:12,536 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.898, mIoU: 0.571
2023-04-13 09:20:12,608 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.898, mIoU: 0.571
2023-04-13 09:20:12,681 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:12,753 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:12,827 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.898, mIoU: 0.573
2023-04-13 09:20:12,897 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.899, mIoU: 0.573
2023-04-13 09:20:12,968 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.899, mIoU: 0.573
2023-04-13 09:20:13,042 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.899, mIoU: 0.573
2023-04-13 09:20:13,114 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.899, mIoU: 0.573
2023-04-13 09:20:13,187 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.899, mIoU: 0.573
2023-04-13 09:20:13,257 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.899, mIoU: 0.573
2023-04-13 09:20:13,326 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.900, mIoU: 0.573
2023-04-13 09:20:13,398 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.900, mIoU: 0.573
2023-04-13 09:20:13,468 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.900, mIoU: 0.573
2023-04-13 09:20:13,534 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.900, mIoU: 0.574
2023-04-13 09:20:13,609 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.900, mIoU: 0.574
2023-04-13 09:20:13,676 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.900, mIoU: 0.574
2023-04-13 09:20:13,746 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.900, mIoU: 0.573
2023-04-13 09:20:13,815 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.900, mIoU: 0.573
2023-04-13 09:20:13,881 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.900, mIoU: 0.573
2023-04-13 09:20:13,948 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.899, mIoU: 0.573
2023-04-13 09:20:14,014 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.899, mIoU: 0.573
2023-04-13 09:20:14,078 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.899, mIoU: 0.570
2023-04-13 09:20:14,142 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.899, mIoU: 0.570
2023-04-13 09:20:14,206 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.899, mIoU: 0.570
2023-04-13 09:20:14,271 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.899, mIoU: 0.570
2023-04-13 09:20:14,336 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.900, mIoU: 0.570
2023-04-13 09:20:14,405 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.900, mIoU: 0.570
2023-04-13 09:20:14,477 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.900, mIoU: 0.569
2023-04-13 09:20:14,549 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.900, mIoU: 0.569
2023-04-13 09:20:14,616 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.899, mIoU: 0.567
2023-04-13 09:20:14,682 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.899, mIoU: 0.566
2023-04-13 09:20:14,748 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.898, mIoU: 0.566
2023-04-13 09:20:14,812 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.898, mIoU: 0.565
2023-04-13 09:20:14,879 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.898, mIoU: 0.565
2023-04-13 09:20:14,944 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.899, mIoU: 0.566
2023-04-13 09:20:15,010 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.899, mIoU: 0.566
2023-04-13 09:20:15,078 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.899, mIoU: 0.566
2023-04-13 09:20:15,145 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.899, mIoU: 0.566
2023-04-13 09:20:15,212 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.899, mIoU: 0.566
2023-04-13 09:20:15,278 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.899, mIoU: 0.565
2023-04-13 09:20:15,347 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.899, mIoU: 0.565
2023-04-13 09:20:15,414 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.899, mIoU: 0.565
2023-04-13 09:20:15,481 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.899, mIoU: 0.565
2023-04-13 09:20:15,545 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.899, mIoU: 0.565
2023-04-13 09:20:15,612 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.900, mIoU: 0.566
2023-04-13 09:20:15,678 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.900, mIoU: 0.567
2023-04-13 09:20:15,744 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.900, mIoU: 0.568
2023-04-13 09:20:15,811 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.900, mIoU: 0.567
2023-04-13 09:20:15,876 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.900, mIoU: 0.567
2023-04-13 09:20:15,943 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.900, mIoU: 0.566
2023-04-13 09:20:16,009 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.900, mIoU: 0.567
2023-04-13 09:20:18,369 semantic_segmentation INFO: Overall validation pixAcc: 90.877, mIoU: 57.548
2023-04-13 09:20:26,966 semantic_segmentation INFO: Iters: 410/40000 || Lr: 0.019817 || Task Loss: 0.4923 || KD Loss: 0.4565|| Cost Time: 0:06:12 || Estimated Time: 9:59:05
2023-04-13 09:20:35,160 semantic_segmentation INFO: Iters: 420/40000 || Lr: 0.019812 || Task Loss: 0.3037 || KD Loss: 0.4217|| Cost Time: 0:06:20 || Estimated Time: 9:57:32
2023-04-13 09:20:43,362 semantic_segmentation INFO: Iters: 430/40000 || Lr: 0.019808 || Task Loss: 0.3215 || KD Loss: 0.3941|| Cost Time: 0:06:28 || Estimated Time: 9:56:04
2023-04-13 09:20:51,566 semantic_segmentation INFO: Iters: 440/40000 || Lr: 0.019803 || Task Loss: 0.3150 || KD Loss: 0.4617|| Cost Time: 0:06:37 || Estimated Time: 9:54:40
2023-04-13 09:20:59,842 semantic_segmentation INFO: Iters: 450/40000 || Lr: 0.019799 || Task Loss: 0.3963 || KD Loss: 0.4987|| Cost Time: 0:06:45 || Estimated Time: 9:53:26
2023-04-13 09:21:08,142 semantic_segmentation INFO: Iters: 460/40000 || Lr: 0.019794 || Task Loss: 0.4620 || KD Loss: 0.5689|| Cost Time: 0:06:53 || Estimated Time: 9:52:16
2023-04-13 09:21:16,408 semantic_segmentation INFO: Iters: 470/40000 || Lr: 0.019790 || Task Loss: 0.3673 || KD Loss: 0.4959|| Cost Time: 0:07:01 || Estimated Time: 9:51:07
2023-04-13 09:21:24,740 semantic_segmentation INFO: Iters: 480/40000 || Lr: 0.019785 || Task Loss: 0.3685 || KD Loss: 0.4900|| Cost Time: 0:07:10 || Estimated Time: 9:50:04
2023-04-13 09:21:33,107 semantic_segmentation INFO: Iters: 490/40000 || Lr: 0.019781 || Task Loss: 0.4015 || KD Loss: 0.4573|| Cost Time: 0:07:18 || Estimated Time: 9:49:08
2023-04-13 09:21:41,489 semantic_segmentation INFO: Iters: 500/40000 || Lr: 0.019776 || Task Loss: 0.4583 || KD Loss: 0.4882|| Cost Time: 0:07:27 || Estimated Time: 9:48:14
2023-04-13 09:21:49,670 semantic_segmentation INFO: Iters: 510/40000 || Lr: 0.019772 || Task Loss: 0.3476 || KD Loss: 0.4772|| Cost Time: 0:07:35 || Estimated Time: 9:47:07
2023-04-13 09:21:57,933 semantic_segmentation INFO: Iters: 520/40000 || Lr: 0.019767 || Task Loss: 0.3353 || KD Loss: 0.3886|| Cost Time: 0:07:43 || Estimated Time: 9:46:08
2023-04-13 09:22:06,089 semantic_segmentation INFO: Iters: 530/40000 || Lr: 0.019763 || Task Loss: 0.3800 || KD Loss: 0.4520|| Cost Time: 0:07:51 || Estimated Time: 9:45:04
2023-04-13 09:22:14,605 semantic_segmentation INFO: Iters: 540/40000 || Lr: 0.019758 || Task Loss: 0.4392 || KD Loss: 0.5104|| Cost Time: 0:08:00 || Estimated Time: 9:44:26
2023-04-13 09:22:23,087 semantic_segmentation INFO: Iters: 550/40000 || Lr: 0.019754 || Task Loss: 0.3152 || KD Loss: 0.4322|| Cost Time: 0:08:08 || Estimated Time: 9:43:48
2023-04-13 09:22:31,466 semantic_segmentation INFO: Iters: 560/40000 || Lr: 0.019750 || Task Loss: 0.3730 || KD Loss: 0.4505|| Cost Time: 0:08:17 || Estimated Time: 9:43:04
2023-04-13 09:22:39,900 semantic_segmentation INFO: Iters: 570/40000 || Lr: 0.019745 || Task Loss: 0.3035 || KD Loss: 0.4336|| Cost Time: 0:08:25 || Estimated Time: 9:42:25
2023-04-13 09:22:48,275 semantic_segmentation INFO: Iters: 580/40000 || Lr: 0.019741 || Task Loss: 0.3102 || KD Loss: 0.4611|| Cost Time: 0:08:33 || Estimated Time: 9:41:44
2023-04-13 09:22:56,673 semantic_segmentation INFO: Iters: 590/40000 || Lr: 0.019736 || Task Loss: 0.4643 || KD Loss: 0.5030|| Cost Time: 0:08:42 || Estimated Time: 9:41:04
2023-04-13 09:23:05,095 semantic_segmentation INFO: Iters: 600/40000 || Lr: 0.019732 || Task Loss: 0.4279 || KD Loss: 0.4438|| Cost Time: 0:08:50 || Estimated Time: 9:40:28
2023-04-13 09:23:13,680 semantic_segmentation INFO: Iters: 610/40000 || Lr: 0.019727 || Task Loss: 0.3319 || KD Loss: 0.4452|| Cost Time: 0:08:59 || Estimated Time: 9:40:03
2023-04-13 09:23:22,094 semantic_segmentation INFO: Iters: 620/40000 || Lr: 0.019723 || Task Loss: 0.3462 || KD Loss: 0.4643|| Cost Time: 0:09:07 || Estimated Time: 9:39:27
2023-04-13 09:23:30,466 semantic_segmentation INFO: Iters: 630/40000 || Lr: 0.019718 || Task Loss: 0.4502 || KD Loss: 0.4654|| Cost Time: 0:09:16 || Estimated Time: 9:38:48
2023-04-13 09:23:39,165 semantic_segmentation INFO: Iters: 640/40000 || Lr: 0.019714 || Task Loss: 0.5199 || KD Loss: 0.5241|| Cost Time: 0:09:24 || Estimated Time: 9:38:33
2023-04-13 09:23:47,769 semantic_segmentation INFO: Iters: 650/40000 || Lr: 0.019709 || Task Loss: 0.2397 || KD Loss: 0.5758|| Cost Time: 0:09:33 || Estimated Time: 9:38:11
2023-04-13 09:23:56,393 semantic_segmentation INFO: Iters: 660/40000 || Lr: 0.019705 || Task Loss: 0.3810 || KD Loss: 0.4400|| Cost Time: 0:09:41 || Estimated Time: 9:37:50
2023-04-13 09:24:04,878 semantic_segmentation INFO: Iters: 670/40000 || Lr: 0.019700 || Task Loss: 0.2366 || KD Loss: 0.3815|| Cost Time: 0:09:50 || Estimated Time: 9:37:23
2023-04-13 09:24:13,268 semantic_segmentation INFO: Iters: 680/40000 || Lr: 0.019696 || Task Loss: 0.3019 || KD Loss: 0.4116|| Cost Time: 0:09:58 || Estimated Time: 9:36:50
2023-04-13 09:24:21,852 semantic_segmentation INFO: Iters: 690/40000 || Lr: 0.019691 || Task Loss: 0.3798 || KD Loss: 0.4629|| Cost Time: 0:10:07 || Estimated Time: 9:36:28
2023-04-13 09:24:30,179 semantic_segmentation INFO: Iters: 700/40000 || Lr: 0.019687 || Task Loss: 0.3999 || KD Loss: 0.4321|| Cost Time: 0:10:15 || Estimated Time: 9:35:52
2023-04-13 09:24:38,898 semantic_segmentation INFO: Iters: 710/40000 || Lr: 0.019682 || Task Loss: 0.4245 || KD Loss: 0.4269|| Cost Time: 0:10:24 || Estimated Time: 9:35:40
2023-04-13 09:24:47,637 semantic_segmentation INFO: Iters: 720/40000 || Lr: 0.019678 || Task Loss: 0.3923 || KD Loss: 0.4610|| Cost Time: 0:10:33 || Estimated Time: 9:35:28
2023-04-13 09:24:56,299 semantic_segmentation INFO: Iters: 730/40000 || Lr: 0.019673 || Task Loss: 0.3275 || KD Loss: 0.3573|| Cost Time: 0:10:41 || Estimated Time: 9:35:13
2023-04-13 09:25:04,703 semantic_segmentation INFO: Iters: 740/40000 || Lr: 0.019669 || Task Loss: 0.4246 || KD Loss: 0.4480|| Cost Time: 0:10:50 || Estimated Time: 9:34:44
2023-04-13 09:25:13,088 semantic_segmentation INFO: Iters: 750/40000 || Lr: 0.019664 || Task Loss: 0.3123 || KD Loss: 0.4065|| Cost Time: 0:10:58 || Estimated Time: 9:34:14
2023-04-13 09:25:21,865 semantic_segmentation INFO: Iters: 760/40000 || Lr: 0.019660 || Task Loss: 0.2905 || KD Loss: 0.3873|| Cost Time: 0:11:07 || Estimated Time: 9:34:05
2023-04-13 09:25:30,579 semantic_segmentation INFO: Iters: 770/40000 || Lr: 0.019655 || Task Loss: 0.2334 || KD Loss: 0.4712|| Cost Time: 0:11:16 || Estimated Time: 9:33:53
2023-04-13 09:25:39,078 semantic_segmentation INFO: Iters: 780/40000 || Lr: 0.019651 || Task Loss: 0.3111 || KD Loss: 0.4481|| Cost Time: 0:11:24 || Estimated Time: 9:33:31
2023-04-13 09:25:47,729 semantic_segmentation INFO: Iters: 790/40000 || Lr: 0.019646 || Task Loss: 0.4201 || KD Loss: 0.4355|| Cost Time: 0:11:33 || Estimated Time: 9:33:16
2023-04-13 09:25:56,478 semantic_segmentation INFO: Iters: 800/40000 || Lr: 0.019642 || Task Loss: 0.3720 || KD Loss: 0.4085|| Cost Time: 0:11:42 || Estimated Time: 9:33:05
2023-04-13 09:25:56,779 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 09:25:59,421 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.940, mIoU: 0.366
2023-04-13 09:25:59,538 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.955, mIoU: 0.438
2023-04-13 09:25:59,639 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.437
2023-04-13 09:25:59,725 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.472
2023-04-13 09:25:59,816 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.465
2023-04-13 09:25:59,895 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.952, mIoU: 0.467
2023-04-13 09:25:59,967 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.479
2023-04-13 09:26:00,046 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.498
2023-04-13 09:26:00,121 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.950, mIoU: 0.526
2023-04-13 09:26:00,189 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.558
2023-04-13 09:26:00,260 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.556
2023-04-13 09:26:00,325 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.584
2023-04-13 09:26:00,395 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.586
2023-04-13 09:26:00,467 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.587
2023-04-13 09:26:00,543 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.573
2023-04-13 09:26:00,619 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.567
2023-04-13 09:26:00,694 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.936, mIoU: 0.568
2023-04-13 09:26:00,768 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.571
2023-04-13 09:26:00,844 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.577
2023-04-13 09:26:00,919 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.586
2023-04-13 09:26:00,993 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.590
2023-04-13 09:26:01,065 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.606
2023-04-13 09:26:01,137 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.607
2023-04-13 09:26:01,208 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.610
2023-04-13 09:26:01,283 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 09:26:01,351 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.626
2023-04-13 09:26:01,424 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.620
2023-04-13 09:26:01,502 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:26:01,570 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:26:01,642 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-13 09:26:01,709 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 09:26:01,787 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.615
2023-04-13 09:26:01,866 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.927, mIoU: 0.611
2023-04-13 09:26:01,942 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.927, mIoU: 0.610
2023-04-13 09:26:02,018 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.927, mIoU: 0.613
2023-04-13 09:26:02,094 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.612
2023-04-13 09:26:02,172 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.609
2023-04-13 09:26:02,243 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-13 09:26:02,312 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-13 09:26:02,383 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.605
2023-04-13 09:26:02,451 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.607
2023-04-13 09:26:02,522 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.606
2023-04-13 09:26:02,590 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.607
2023-04-13 09:26:02,662 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.608
2023-04-13 09:26:02,741 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.606
2023-04-13 09:26:02,824 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.606
2023-04-13 09:26:02,901 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.607
2023-04-13 09:26:02,976 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.606
2023-04-13 09:26:03,058 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.611
2023-04-13 09:26:03,137 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-13 09:26:03,212 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-13 09:26:03,287 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-13 09:26:03,364 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.608
2023-04-13 09:26:03,443 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.607
2023-04-13 09:26:03,524 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.606
2023-04-13 09:26:03,606 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.612
2023-04-13 09:26:03,676 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.612
2023-04-13 09:26:03,750 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-13 09:26:03,819 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 09:26:03,889 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-13 09:26:03,961 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-13 09:26:04,036 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-13 09:26:04,107 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-13 09:26:04,182 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 09:26:04,259 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:26:04,340 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:26:04,419 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:26:04,492 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:26:04,565 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:04,636 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 09:26:04,709 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 09:26:04,781 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.619
2023-04-13 09:26:04,857 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-13 09:26:04,929 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-13 09:26:05,002 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-13 09:26:05,078 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-13 09:26:05,150 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-13 09:26:05,223 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-13 09:26:05,296 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-13 09:26:05,374 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-13 09:26:05,448 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.619
2023-04-13 09:26:05,521 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.619
2023-04-13 09:26:05,597 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.925, mIoU: 0.618
2023-04-13 09:26:05,664 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.924, mIoU: 0.616
2023-04-13 09:26:05,740 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 09:26:05,809 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 09:26:05,883 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.922, mIoU: 0.613
2023-04-13 09:26:05,958 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.922, mIoU: 0.613
2023-04-13 09:26:06,035 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 09:26:06,108 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 09:26:06,181 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.613
2023-04-13 09:26:06,257 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:26:06,334 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:26:06,411 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:26:06,486 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 09:26:06,560 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:26:06,634 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 09:26:06,708 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 09:26:06,778 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-13 09:26:06,858 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-13 09:26:06,932 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.920, mIoU: 0.625
2023-04-13 09:26:07,008 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.920, mIoU: 0.624
2023-04-13 09:26:07,082 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.920, mIoU: 0.624
2023-04-13 09:26:07,159 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.920, mIoU: 0.624
2023-04-13 09:26:07,234 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.920, mIoU: 0.624
2023-04-13 09:26:07,305 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.920, mIoU: 0.624
2023-04-13 09:26:07,374 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-13 09:26:07,446 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 09:26:07,522 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 09:26:07,593 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 09:26:07,667 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 09:26:07,739 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-13 09:26:07,818 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-13 09:26:07,894 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-13 09:26:07,969 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-13 09:26:08,045 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-13 09:26:08,124 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 09:26:08,197 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 09:26:08,268 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:26:08,344 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:26:08,417 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:26:08,492 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:26:08,565 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:26:08,641 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-13 09:26:08,714 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-13 09:26:08,787 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-13 09:26:08,858 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 09:26:08,927 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-13 09:26:08,996 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-13 09:26:09,065 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-13 09:26:09,134 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-13 09:26:09,204 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:26:09,283 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:09,354 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:09,424 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:26:09,497 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-13 09:26:09,576 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-13 09:26:09,653 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-13 09:26:09,725 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-13 09:26:09,805 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:26:09,879 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:26:09,952 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:26:10,024 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:26:10,100 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:10,170 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:10,240 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:10,317 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:10,393 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:10,470 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-13 09:26:10,546 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-13 09:26:10,629 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:10,704 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:10,779 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:10,855 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:10,928 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:26:11,007 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:26:11,084 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:26:11,161 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:26:11,238 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:26:11,315 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:11,389 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:26:11,461 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.920, mIoU: 0.617
2023-04-13 09:26:11,532 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-13 09:26:11,606 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-13 09:26:11,683 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-13 09:26:11,759 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-13 09:26:11,835 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-13 09:26:11,909 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-13 09:26:11,984 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-13 09:26:12,063 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:12,136 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-13 09:26:12,206 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-13 09:26:12,277 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:12,352 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:12,422 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:12,495 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:12,564 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:12,639 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-13 09:26:12,712 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-13 09:26:12,791 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:12,869 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:12,946 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:13,021 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:13,094 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-13 09:26:13,170 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-13 09:26:13,243 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-13 09:26:13,313 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-13 09:26:13,387 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-13 09:26:13,459 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-13 09:26:13,531 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-13 09:26:13,603 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-13 09:26:13,676 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-13 09:26:13,748 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-13 09:26:13,824 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-13 09:26:13,901 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-13 09:26:13,976 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-13 09:26:14,052 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-13 09:26:14,120 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-13 09:26:14,196 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-13 09:26:14,263 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-13 09:26:14,333 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-13 09:26:14,404 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-13 09:26:14,478 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-13 09:26:14,555 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-13 09:26:14,628 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-13 09:26:14,703 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-13 09:26:14,775 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-13 09:26:14,847 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-13 09:26:14,919 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-13 09:26:14,991 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-13 09:26:15,067 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-13 09:26:15,138 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-13 09:26:15,210 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-13 09:26:15,283 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:26:15,353 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:15,421 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:15,491 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:15,561 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:15,629 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:15,694 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:15,758 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:26:15,824 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:26:15,889 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:26:15,956 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:26:16,020 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:26:16,084 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:26:16,148 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:26:16,211 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:26:16,273 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-13 09:26:16,335 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:26:16,396 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:26:16,458 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:26:16,525 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:26:16,591 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:26:16,658 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:16,727 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:16,794 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:16,863 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:16,933 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 09:26:17,002 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:17,071 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:17,139 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:17,205 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:17,273 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 09:26:17,343 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:26:17,408 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-13 09:26:17,474 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:26:17,537 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 09:26:17,603 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-13 09:26:17,670 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 09:26:18,568 semantic_segmentation INFO: Overall validation pixAcc: 93.351, mIoU: 62.757
2023-04-13 09:26:27,513 semantic_segmentation INFO: Iters: 810/40000 || Lr: 0.019637 || Task Loss: 0.4843 || KD Loss: 0.5449|| Cost Time: 0:12:13 || Estimated Time: 9:50:54
2023-04-13 09:26:36,104 semantic_segmentation INFO: Iters: 820/40000 || Lr: 0.019633 || Task Loss: 0.3761 || KD Loss: 0.4533|| Cost Time: 0:12:21 || Estimated Time: 9:50:23
2023-04-13 09:26:44,693 semantic_segmentation INFO: Iters: 830/40000 || Lr: 0.019628 || Task Loss: 0.2805 || KD Loss: 0.4990|| Cost Time: 0:12:30 || Estimated Time: 9:49:53
2023-04-13 09:26:53,252 semantic_segmentation INFO: Iters: 840/40000 || Lr: 0.019624 || Task Loss: 0.4023 || KD Loss: 0.4348|| Cost Time: 0:12:38 || Estimated Time: 9:49:22
2023-04-13 09:27:01,916 semantic_segmentation INFO: Iters: 850/40000 || Lr: 0.019619 || Task Loss: 0.3237 || KD Loss: 0.3691|| Cost Time: 0:12:47 || Estimated Time: 9:48:56
2023-04-13 09:27:10,612 semantic_segmentation INFO: Iters: 860/40000 || Lr: 0.019615 || Task Loss: 0.2727 || KD Loss: 0.3566|| Cost Time: 0:12:56 || Estimated Time: 9:48:31
2023-04-13 09:27:19,292 semantic_segmentation INFO: Iters: 870/40000 || Lr: 0.019610 || Task Loss: 0.3349 || KD Loss: 0.4240|| Cost Time: 0:13:04 || Estimated Time: 9:48:07
2023-04-13 09:27:27,910 semantic_segmentation INFO: Iters: 880/40000 || Lr: 0.019606 || Task Loss: 0.7136 || KD Loss: 0.4146|| Cost Time: 0:13:13 || Estimated Time: 9:47:40
2023-04-13 09:27:36,632 semantic_segmentation INFO: Iters: 890/40000 || Lr: 0.019602 || Task Loss: 0.5001 || KD Loss: 0.4499|| Cost Time: 0:13:22 || Estimated Time: 9:47:18
2023-04-13 09:27:45,327 semantic_segmentation INFO: Iters: 900/40000 || Lr: 0.019597 || Task Loss: 0.4177 || KD Loss: 0.5641|| Cost Time: 0:13:30 || Estimated Time: 9:46:56
2023-04-13 09:27:53,954 semantic_segmentation INFO: Iters: 910/40000 || Lr: 0.019593 || Task Loss: 0.2961 || KD Loss: 0.3961|| Cost Time: 0:13:39 || Estimated Time: 9:46:30
2023-04-13 09:28:02,655 semantic_segmentation INFO: Iters: 920/40000 || Lr: 0.019588 || Task Loss: 0.4496 || KD Loss: 0.4364|| Cost Time: 0:13:48 || Estimated Time: 9:46:08
2023-04-13 09:28:11,398 semantic_segmentation INFO: Iters: 930/40000 || Lr: 0.019584 || Task Loss: 0.3033 || KD Loss: 0.3361|| Cost Time: 0:13:56 || Estimated Time: 9:45:49
2023-04-13 09:28:20,033 semantic_segmentation INFO: Iters: 940/40000 || Lr: 0.019579 || Task Loss: 0.2869 || KD Loss: 0.3844|| Cost Time: 0:14:05 || Estimated Time: 9:45:24
2023-04-13 09:28:28,755 semantic_segmentation INFO: Iters: 950/40000 || Lr: 0.019575 || Task Loss: 0.3221 || KD Loss: 0.5533|| Cost Time: 0:14:14 || Estimated Time: 9:45:04
2023-04-13 09:28:37,533 semantic_segmentation INFO: Iters: 960/40000 || Lr: 0.019570 || Task Loss: 0.2878 || KD Loss: 0.3911|| Cost Time: 0:14:23 || Estimated Time: 9:44:47
2023-04-13 09:28:46,282 semantic_segmentation INFO: Iters: 970/40000 || Lr: 0.019566 || Task Loss: 0.4122 || KD Loss: 0.4108|| Cost Time: 0:14:31 || Estimated Time: 9:44:28
2023-04-13 09:28:55,074 semantic_segmentation INFO: Iters: 980/40000 || Lr: 0.019561 || Task Loss: 0.3205 || KD Loss: 0.4162|| Cost Time: 0:14:40 || Estimated Time: 9:44:12
2023-04-13 09:29:03,864 semantic_segmentation INFO: Iters: 990/40000 || Lr: 0.019557 || Task Loss: 0.4255 || KD Loss: 0.4522|| Cost Time: 0:14:49 || Estimated Time: 9:43:55
2023-04-13 09:29:12,639 semantic_segmentation INFO: Iters: 1000/40000 || Lr: 0.019552 || Task Loss: 0.2279 || KD Loss: 0.3997|| Cost Time: 0:14:58 || Estimated Time: 9:43:38
2023-04-13 09:29:21,460 semantic_segmentation INFO: Iters: 1010/40000 || Lr: 0.019548 || Task Loss: 0.3991 || KD Loss: 0.4426|| Cost Time: 0:15:07 || Estimated Time: 9:43:23
2023-04-13 09:29:30,220 semantic_segmentation INFO: Iters: 1020/40000 || Lr: 0.019543 || Task Loss: 0.3312 || KD Loss: 0.4136|| Cost Time: 0:15:15 || Estimated Time: 9:43:05
2023-04-13 09:29:39,036 semantic_segmentation INFO: Iters: 1030/40000 || Lr: 0.019539 || Task Loss: 0.3562 || KD Loss: 0.4332|| Cost Time: 0:15:24 || Estimated Time: 9:42:50
2023-04-13 09:29:47,752 semantic_segmentation INFO: Iters: 1040/40000 || Lr: 0.019534 || Task Loss: 0.4274 || KD Loss: 0.5088|| Cost Time: 0:15:33 || Estimated Time: 9:42:33
2023-04-13 09:29:56,576 semantic_segmentation INFO: Iters: 1050/40000 || Lr: 0.019530 || Task Loss: 0.4901 || KD Loss: 0.4638|| Cost Time: 0:15:42 || Estimated Time: 9:42:18
2023-04-13 09:30:05,316 semantic_segmentation INFO: Iters: 1060/40000 || Lr: 0.019525 || Task Loss: 0.4158 || KD Loss: 0.5227|| Cost Time: 0:15:50 || Estimated Time: 9:42:01
2023-04-13 09:30:14,003 semantic_segmentation INFO: Iters: 1070/40000 || Lr: 0.019521 || Task Loss: 0.4446 || KD Loss: 0.4661|| Cost Time: 0:15:59 || Estimated Time: 9:41:41
2023-04-13 09:30:22,899 semantic_segmentation INFO: Iters: 1080/40000 || Lr: 0.019516 || Task Loss: 0.4695 || KD Loss: 0.4611|| Cost Time: 0:16:08 || Estimated Time: 9:41:29
2023-04-13 09:30:31,739 semantic_segmentation INFO: Iters: 1090/40000 || Lr: 0.019512 || Task Loss: 0.2909 || KD Loss: 0.4303|| Cost Time: 0:16:17 || Estimated Time: 9:41:16
2023-04-13 09:30:40,392 semantic_segmentation INFO: Iters: 1100/40000 || Lr: 0.019507 || Task Loss: 0.4751 || KD Loss: 0.5220|| Cost Time: 0:16:25 || Estimated Time: 9:40:57
2023-04-13 09:30:49,326 semantic_segmentation INFO: Iters: 1110/40000 || Lr: 0.019503 || Task Loss: 0.5500 || KD Loss: 0.5676|| Cost Time: 0:16:34 || Estimated Time: 9:40:46
2023-04-13 09:30:58,178 semantic_segmentation INFO: Iters: 1120/40000 || Lr: 0.019498 || Task Loss: 0.3033 || KD Loss: 0.4589|| Cost Time: 0:16:43 || Estimated Time: 9:40:34
2023-04-13 09:31:07,024 semantic_segmentation INFO: Iters: 1130/40000 || Lr: 0.019494 || Task Loss: 0.5383 || KD Loss: 0.5144|| Cost Time: 0:16:52 || Estimated Time: 9:40:21
2023-04-13 09:31:15,914 semantic_segmentation INFO: Iters: 1140/40000 || Lr: 0.019489 || Task Loss: 0.2765 || KD Loss: 0.4438|| Cost Time: 0:17:01 || Estimated Time: 9:40:09
2023-04-13 09:31:24,626 semantic_segmentation INFO: Iters: 1150/40000 || Lr: 0.019485 || Task Loss: 0.2813 || KD Loss: 0.4258|| Cost Time: 0:17:10 || Estimated Time: 9:39:53
2023-04-13 09:31:33,602 semantic_segmentation INFO: Iters: 1160/40000 || Lr: 0.019480 || Task Loss: 0.5355 || KD Loss: 0.4952|| Cost Time: 0:17:19 || Estimated Time: 9:39:44
2023-04-13 09:31:42,458 semantic_segmentation INFO: Iters: 1170/40000 || Lr: 0.019476 || Task Loss: 0.4115 || KD Loss: 0.4245|| Cost Time: 0:17:28 || Estimated Time: 9:39:32
2023-04-13 09:31:51,298 semantic_segmentation INFO: Iters: 1180/40000 || Lr: 0.019471 || Task Loss: 0.2052 || KD Loss: 0.4927|| Cost Time: 0:17:36 || Estimated Time: 9:39:19
2023-04-13 09:32:00,111 semantic_segmentation INFO: Iters: 1190/40000 || Lr: 0.019467 || Task Loss: 0.3521 || KD Loss: 0.4055|| Cost Time: 0:17:45 || Estimated Time: 9:39:05
2023-04-13 09:32:08,964 semantic_segmentation INFO: Iters: 1200/40000 || Lr: 0.019462 || Task Loss: 0.7807 || KD Loss: 0.6559|| Cost Time: 0:17:54 || Estimated Time: 9:38:53
2023-04-13 09:32:09,286 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 09:32:11,799 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.390
2023-04-13 09:32:11,927 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.461
2023-04-13 09:32:12,004 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.481
2023-04-13 09:32:12,081 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.506
2023-04-13 09:32:12,153 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.494
2023-04-13 09:32:12,222 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.495
2023-04-13 09:32:12,297 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.516
2023-04-13 09:32:12,391 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.552
2023-04-13 09:32:12,463 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.587
2023-04-13 09:32:12,527 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.579
2023-04-13 09:32:12,597 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.590
2023-04-13 09:32:12,679 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.622
2023-04-13 09:32:12,765 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.627
2023-04-13 09:32:12,838 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.624
2023-04-13 09:32:12,910 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.634
2023-04-13 09:32:12,990 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.625
2023-04-13 09:32:13,072 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.628
2023-04-13 09:32:13,167 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.626
2023-04-13 09:32:13,263 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.630
2023-04-13 09:32:13,371 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.640
2023-04-13 09:32:13,493 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.640
2023-04-13 09:32:13,612 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.605
2023-04-13 09:32:13,728 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.609
2023-04-13 09:32:13,828 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.616
2023-04-13 09:32:13,938 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 09:32:14,021 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 09:32:14,096 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-13 09:32:14,166 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:32:14,237 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-13 09:32:14,313 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-13 09:32:14,383 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.615
2023-04-13 09:32:14,459 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.615
2023-04-13 09:32:14,538 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 09:32:14,625 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.922, mIoU: 0.608
2023-04-13 09:32:14,697 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.610
2023-04-13 09:32:14,773 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.922, mIoU: 0.610
2023-04-13 09:32:14,846 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.922, mIoU: 0.607
2023-04-13 09:32:14,920 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.921, mIoU: 0.606
2023-04-13 09:32:14,990 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.920, mIoU: 0.610
2023-04-13 09:32:15,060 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-13 09:32:15,138 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.921, mIoU: 0.613
2023-04-13 09:32:15,211 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 09:32:15,284 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 09:32:15,360 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.923, mIoU: 0.614
2023-04-13 09:32:15,433 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.923, mIoU: 0.611
2023-04-13 09:32:15,506 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.923, mIoU: 0.611
2023-04-13 09:32:15,585 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.924, mIoU: 0.611
2023-04-13 09:32:15,657 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-13 09:32:15,729 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-13 09:32:15,801 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.925, mIoU: 0.616
2023-04-13 09:32:15,877 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.925, mIoU: 0.616
2023-04-13 09:32:15,947 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.924, mIoU: 0.611
2023-04-13 09:32:16,016 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.610
2023-04-13 09:32:16,089 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.611
2023-04-13 09:32:16,163 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.609
2023-04-13 09:32:16,238 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.921, mIoU: 0.612
2023-04-13 09:32:16,309 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.921, mIoU: 0.612
2023-04-13 09:32:16,381 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.922, mIoU: 0.615
2023-04-13 09:32:16,452 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-13 09:32:16,522 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-13 09:32:16,593 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:32:16,663 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:32:16,740 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:32:16,809 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.921, mIoU: 0.622
2023-04-13 09:32:16,880 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.920, mIoU: 0.623
2023-04-13 09:32:16,950 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.920, mIoU: 0.624
2023-04-13 09:32:17,024 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.623
2023-04-13 09:32:17,097 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.919, mIoU: 0.624
2023-04-13 09:32:17,169 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.918, mIoU: 0.622
2023-04-13 09:32:17,243 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.919, mIoU: 0.621
2023-04-13 09:32:17,317 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.919, mIoU: 0.622
2023-04-13 09:32:17,394 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-13 09:32:17,477 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-13 09:32:17,555 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-13 09:32:17,627 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.920, mIoU: 0.617
2023-04-13 09:32:17,701 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-13 09:32:17,773 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-13 09:32:17,843 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-13 09:32:17,919 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-13 09:32:17,990 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:32:18,065 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:32:18,137 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.622
2023-04-13 09:32:18,210 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.622
2023-04-13 09:32:18,281 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-13 09:32:18,354 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-13 09:32:18,426 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-13 09:32:18,499 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-13 09:32:18,575 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-13 09:32:18,646 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.918, mIoU: 0.616
2023-04-13 09:32:18,723 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.615
2023-04-13 09:32:18,794 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-13 09:32:18,866 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.627
2023-04-13 09:32:18,940 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.627
2023-04-13 09:32:19,012 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.919, mIoU: 0.627
2023-04-13 09:32:19,087 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-13 09:32:19,162 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-13 09:32:19,237 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-13 09:32:19,307 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-13 09:32:19,381 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.628
2023-04-13 09:32:19,461 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.627
2023-04-13 09:32:19,537 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.917, mIoU: 0.627
2023-04-13 09:32:19,613 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.917, mIoU: 0.626
2023-04-13 09:32:19,685 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.917, mIoU: 0.625
2023-04-13 09:32:19,761 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.917, mIoU: 0.625
2023-04-13 09:32:19,837 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.625
2023-04-13 09:32:19,913 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.917, mIoU: 0.625
2023-04-13 09:32:19,987 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.918, mIoU: 0.625
2023-04-13 09:32:20,060 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.918, mIoU: 0.625
2023-04-13 09:32:20,133 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.918, mIoU: 0.626
2023-04-13 09:32:20,207 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.917, mIoU: 0.625
2023-04-13 09:32:20,280 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.917, mIoU: 0.625
2023-04-13 09:32:20,353 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.917, mIoU: 0.625
2023-04-13 09:32:20,424 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 09:32:20,496 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 09:32:20,568 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:20,637 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:20,708 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.626
2023-04-13 09:32:20,778 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.918, mIoU: 0.627
2023-04-13 09:32:20,849 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.917, mIoU: 0.629
2023-04-13 09:32:20,917 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.629
2023-04-13 09:32:20,986 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.917, mIoU: 0.628
2023-04-13 09:32:21,056 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.917, mIoU: 0.628
2023-04-13 09:32:21,128 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.917, mIoU: 0.628
2023-04-13 09:32:21,201 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.918, mIoU: 0.633
2023-04-13 09:32:21,279 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.918, mIoU: 0.633
2023-04-13 09:32:21,353 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.633
2023-04-13 09:32:21,429 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.917, mIoU: 0.634
2023-04-13 09:32:21,505 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.634
2023-04-13 09:32:21,581 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.917, mIoU: 0.633
2023-04-13 09:32:21,660 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.633
2023-04-13 09:32:21,735 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.918, mIoU: 0.633
2023-04-13 09:32:21,808 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.918, mIoU: 0.633
2023-04-13 09:32:21,879 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.918, mIoU: 0.632
2023-04-13 09:32:21,950 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.919, mIoU: 0.632
2023-04-13 09:32:22,023 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.919, mIoU: 0.631
2023-04-13 09:32:22,102 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.919, mIoU: 0.631
2023-04-13 09:32:22,177 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.919, mIoU: 0.631
2023-04-13 09:32:22,251 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.919, mIoU: 0.631
2023-04-13 09:32:22,327 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.918, mIoU: 0.630
2023-04-13 09:32:22,403 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.918, mIoU: 0.631
2023-04-13 09:32:22,472 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.918, mIoU: 0.631
2023-04-13 09:32:22,541 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.918, mIoU: 0.631
2023-04-13 09:32:22,611 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.918, mIoU: 0.630
2023-04-13 09:32:22,680 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.918, mIoU: 0.630
2023-04-13 09:32:22,751 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.918, mIoU: 0.630
2023-04-13 09:32:22,831 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:22,905 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:22,979 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:23,054 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:23,129 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.918, mIoU: 0.623
2023-04-13 09:32:23,207 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.918, mIoU: 0.625
2023-04-13 09:32:23,284 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.918, mIoU: 0.625
2023-04-13 09:32:23,360 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 09:32:23,436 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:23,510 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:23,587 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.918, mIoU: 0.625
2023-04-13 09:32:23,660 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.918, mIoU: 0.625
2023-04-13 09:32:23,734 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:23,811 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:23,887 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.918, mIoU: 0.624
2023-04-13 09:32:23,964 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.918, mIoU: 0.623
2023-04-13 09:32:24,041 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.917, mIoU: 0.621
2023-04-13 09:32:24,115 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.917, mIoU: 0.620
2023-04-13 09:32:24,188 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.917, mIoU: 0.620
2023-04-13 09:32:24,258 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.917, mIoU: 0.620
2023-04-13 09:32:24,333 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-13 09:32:24,403 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-13 09:32:24,474 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-13 09:32:24,551 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.918, mIoU: 0.621
2023-04-13 09:32:24,627 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.621
2023-04-13 09:32:24,708 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.919, mIoU: 0.622
2023-04-13 09:32:24,787 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.919, mIoU: 0.622
2023-04-13 09:32:24,863 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.919, mIoU: 0.621
2023-04-13 09:32:24,935 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.919, mIoU: 0.621
2023-04-13 09:32:25,006 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.919, mIoU: 0.621
2023-04-13 09:32:25,078 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 09:32:25,147 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 09:32:25,216 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 09:32:25,288 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 09:32:25,362 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 09:32:25,434 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 09:32:25,507 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 09:32:25,583 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:32:25,659 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:32:25,733 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:32:25,808 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:32:25,880 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:32:25,954 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:32:26,029 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:32:26,099 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-13 09:32:26,175 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-13 09:32:26,246 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:32:26,320 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.921, mIoU: 0.622
2023-04-13 09:32:26,393 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.920, mIoU: 0.622
2023-04-13 09:32:26,473 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.920, mIoU: 0.623
2023-04-13 09:32:26,547 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.920, mIoU: 0.622
2023-04-13 09:32:26,622 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.920, mIoU: 0.622
2023-04-13 09:32:26,697 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.920, mIoU: 0.622
2023-04-13 09:32:26,774 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-13 09:32:26,844 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-13 09:32:26,916 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.920, mIoU: 0.622
2023-04-13 09:32:26,988 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.920, mIoU: 0.623
2023-04-13 09:32:27,068 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-13 09:32:27,141 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-13 09:32:27,222 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-13 09:32:27,297 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-13 09:32:27,376 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-13 09:32:27,456 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:32:27,529 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:32:27,602 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:32:27,675 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:32:27,746 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:32:27,819 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:32:27,890 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:32:27,963 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:32:28,039 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-13 09:32:28,120 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-13 09:32:28,197 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-13 09:32:28,270 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-13 09:32:28,340 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-13 09:32:28,409 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-13 09:32:28,478 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-13 09:32:28,545 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-13 09:32:28,610 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-13 09:32:28,676 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-13 09:32:28,744 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-13 09:32:28,808 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-13 09:32:28,873 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-13 09:32:28,936 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-13 09:32:28,999 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-13 09:32:29,061 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:32:29,122 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:32:29,187 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:32:29,252 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:32:29,318 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 09:32:29,384 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:32:29,448 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:32:29,514 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-13 09:32:29,580 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-13 09:32:29,645 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-13 09:32:29,710 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-13 09:32:29,774 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-13 09:32:29,836 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-13 09:32:29,899 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 09:32:29,963 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 09:32:30,026 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-13 09:32:30,088 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 09:32:30,148 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 09:32:30,215 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 09:32:30,287 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 09:32:31,250 semantic_segmentation INFO: Overall validation pixAcc: 92.900, mIoU: 62.577
2023-04-13 09:32:40,138 semantic_segmentation INFO: Iters: 1210/40000 || Lr: 0.019458 || Task Loss: 0.4559 || KD Loss: 0.4115|| Cost Time: 0:18:25 || Estimated Time: 9:50:37
2023-04-13 09:32:48,861 semantic_segmentation INFO: Iters: 1220/40000 || Lr: 0.019453 || Task Loss: 0.4113 || KD Loss: 0.4075|| Cost Time: 0:18:34 || Estimated Time: 9:50:14
2023-04-13 09:32:57,616 semantic_segmentation INFO: Iters: 1230/40000 || Lr: 0.019449 || Task Loss: 0.2436 || KD Loss: 0.3758|| Cost Time: 0:18:43 || Estimated Time: 9:49:53
2023-04-13 09:33:06,383 semantic_segmentation INFO: Iters: 1240/40000 || Lr: 0.019444 || Task Loss: 0.2964 || KD Loss: 0.4430|| Cost Time: 0:18:51 || Estimated Time: 9:49:33
2023-04-13 09:33:15,166 semantic_segmentation INFO: Iters: 1250/40000 || Lr: 0.019440 || Task Loss: 0.3499 || KD Loss: 0.3807|| Cost Time: 0:19:00 || Estimated Time: 9:49:13
2023-04-13 09:33:23,993 semantic_segmentation INFO: Iters: 1260/40000 || Lr: 0.019435 || Task Loss: 0.2581 || KD Loss: 0.4076|| Cost Time: 0:19:09 || Estimated Time: 9:48:55
2023-04-13 09:33:32,798 semantic_segmentation INFO: Iters: 1270/40000 || Lr: 0.019431 || Task Loss: 0.3718 || KD Loss: 0.3836|| Cost Time: 0:19:18 || Estimated Time: 9:48:36
2023-04-13 09:33:41,589 semantic_segmentation INFO: Iters: 1280/40000 || Lr: 0.019426 || Task Loss: 0.3390 || KD Loss: 0.4558|| Cost Time: 0:19:27 || Estimated Time: 9:48:18
2023-04-13 09:33:50,424 semantic_segmentation INFO: Iters: 1290/40000 || Lr: 0.019422 || Task Loss: 0.2876 || KD Loss: 0.4432|| Cost Time: 0:19:35 || Estimated Time: 9:48:00
2023-04-13 09:33:59,324 semantic_segmentation INFO: Iters: 1300/40000 || Lr: 0.019417 || Task Loss: 0.3766 || KD Loss: 0.4878|| Cost Time: 0:19:44 || Estimated Time: 9:47:44
2023-04-13 09:34:08,213 semantic_segmentation INFO: Iters: 1310/40000 || Lr: 0.019413 || Task Loss: 0.6637 || KD Loss: 0.5550|| Cost Time: 0:19:53 || Estimated Time: 9:47:28
2023-04-13 09:34:17,094 semantic_segmentation INFO: Iters: 1320/40000 || Lr: 0.019408 || Task Loss: 0.4861 || KD Loss: 0.4546|| Cost Time: 0:20:02 || Estimated Time: 9:47:12
2023-04-13 09:34:25,979 semantic_segmentation INFO: Iters: 1330/40000 || Lr: 0.019404 || Task Loss: 0.3375 || KD Loss: 0.4425|| Cost Time: 0:20:11 || Estimated Time: 9:46:57
2023-04-13 09:34:34,875 semantic_segmentation INFO: Iters: 1340/40000 || Lr: 0.019399 || Task Loss: 0.3388 || KD Loss: 0.4839|| Cost Time: 0:20:20 || Estimated Time: 9:46:43
2023-04-13 09:34:43,954 semantic_segmentation INFO: Iters: 1350/40000 || Lr: 0.019395 || Task Loss: 0.2698 || KD Loss: 0.4065|| Cost Time: 0:20:29 || Estimated Time: 9:46:32
2023-04-13 09:34:52,819 semantic_segmentation INFO: Iters: 1360/40000 || Lr: 0.019390 || Task Loss: 0.2945 || KD Loss: 0.4161|| Cost Time: 0:20:38 || Estimated Time: 9:46:16
2023-04-13 09:35:01,637 semantic_segmentation INFO: Iters: 1370/40000 || Lr: 0.019386 || Task Loss: 0.4645 || KD Loss: 0.4375|| Cost Time: 0:20:47 || Estimated Time: 9:45:59
2023-04-13 09:35:10,500 semantic_segmentation INFO: Iters: 1380/40000 || Lr: 0.019381 || Task Loss: 0.4194 || KD Loss: 0.4572|| Cost Time: 0:20:56 || Estimated Time: 9:45:43
2023-04-13 09:35:19,470 semantic_segmentation INFO: Iters: 1390/40000 || Lr: 0.019377 || Task Loss: 0.4384 || KD Loss: 0.4877|| Cost Time: 0:21:05 || Estimated Time: 9:45:30
2023-04-13 09:35:28,337 semantic_segmentation INFO: Iters: 1400/40000 || Lr: 0.019372 || Task Loss: 0.4177 || KD Loss: 0.4556|| Cost Time: 0:21:13 || Estimated Time: 9:45:15
2023-04-13 09:35:37,297 semantic_segmentation INFO: Iters: 1410/40000 || Lr: 0.019368 || Task Loss: 0.3383 || KD Loss: 0.4772|| Cost Time: 0:21:22 || Estimated Time: 9:45:02
2023-04-13 09:35:46,157 semantic_segmentation INFO: Iters: 1420/40000 || Lr: 0.019364 || Task Loss: 0.5093 || KD Loss: 0.6088|| Cost Time: 0:21:31 || Estimated Time: 9:44:46
2023-04-13 09:35:55,020 semantic_segmentation INFO: Iters: 1430/40000 || Lr: 0.019359 || Task Loss: 0.5811 || KD Loss: 0.7548|| Cost Time: 0:21:40 || Estimated Time: 9:44:31
2023-04-13 09:36:03,896 semantic_segmentation INFO: Iters: 1440/40000 || Lr: 0.019355 || Task Loss: 0.2838 || KD Loss: 0.4584|| Cost Time: 0:21:49 || Estimated Time: 9:44:16
2023-04-13 09:36:12,825 semantic_segmentation INFO: Iters: 1450/40000 || Lr: 0.019350 || Task Loss: 0.4238 || KD Loss: 0.5408|| Cost Time: 0:21:58 || Estimated Time: 9:44:03
2023-04-13 09:36:21,714 semantic_segmentation INFO: Iters: 1460/40000 || Lr: 0.019346 || Task Loss: 0.5935 || KD Loss: 0.5143|| Cost Time: 0:22:07 || Estimated Time: 9:43:48
2023-04-13 09:36:30,635 semantic_segmentation INFO: Iters: 1470/40000 || Lr: 0.019341 || Task Loss: 0.3762 || KD Loss: 0.4756|| Cost Time: 0:22:16 || Estimated Time: 9:43:35
2023-04-13 09:36:39,471 semantic_segmentation INFO: Iters: 1480/40000 || Lr: 0.019337 || Task Loss: 0.4098 || KD Loss: 0.4868|| Cost Time: 0:22:25 || Estimated Time: 9:43:19
2023-04-13 09:36:48,369 semantic_segmentation INFO: Iters: 1490/40000 || Lr: 0.019332 || Task Loss: 0.3651 || KD Loss: 0.4300|| Cost Time: 0:22:33 || Estimated Time: 9:43:06
2023-04-13 09:36:57,333 semantic_segmentation INFO: Iters: 1500/40000 || Lr: 0.019328 || Task Loss: 0.4523 || KD Loss: 0.5031|| Cost Time: 0:22:42 || Estimated Time: 9:42:53
2023-04-13 09:37:06,194 semantic_segmentation INFO: Iters: 1510/40000 || Lr: 0.019323 || Task Loss: 0.4668 || KD Loss: 0.5839|| Cost Time: 0:22:51 || Estimated Time: 9:42:38
2023-04-13 09:37:15,131 semantic_segmentation INFO: Iters: 1520/40000 || Lr: 0.019319 || Task Loss: 0.3002 || KD Loss: 0.4133|| Cost Time: 0:23:00 || Estimated Time: 9:42:25
2023-04-13 09:37:24,043 semantic_segmentation INFO: Iters: 1530/40000 || Lr: 0.019314 || Task Loss: 0.4006 || KD Loss: 0.5228|| Cost Time: 0:23:09 || Estimated Time: 9:42:12
2023-04-13 09:37:32,851 semantic_segmentation INFO: Iters: 1540/40000 || Lr: 0.019310 || Task Loss: 0.3464 || KD Loss: 0.4146|| Cost Time: 0:23:18 || Estimated Time: 9:41:56
2023-04-13 09:37:41,811 semantic_segmentation INFO: Iters: 1550/40000 || Lr: 0.019305 || Task Loss: 0.3071 || KD Loss: 0.4175|| Cost Time: 0:23:27 || Estimated Time: 9:41:44
2023-04-13 09:37:50,732 semantic_segmentation INFO: Iters: 1560/40000 || Lr: 0.019301 || Task Loss: 0.3543 || KD Loss: 0.3757|| Cost Time: 0:23:36 || Estimated Time: 9:41:31
2023-04-13 09:37:59,374 semantic_segmentation INFO: Iters: 1570/40000 || Lr: 0.019296 || Task Loss: 0.4366 || KD Loss: 0.4304|| Cost Time: 0:23:44 || Estimated Time: 9:41:11
2023-04-13 09:38:08,428 semantic_segmentation INFO: Iters: 1580/40000 || Lr: 0.019292 || Task Loss: 0.3255 || KD Loss: 0.5270|| Cost Time: 0:23:53 || Estimated Time: 9:41:02
2023-04-13 09:38:17,433 semantic_segmentation INFO: Iters: 1590/40000 || Lr: 0.019287 || Task Loss: 0.2972 || KD Loss: 0.3996|| Cost Time: 0:24:02 || Estimated Time: 9:40:51
2023-04-13 09:38:26,331 semantic_segmentation INFO: Iters: 1600/40000 || Lr: 0.019283 || Task Loss: 0.4416 || KD Loss: 0.5578|| Cost Time: 0:24:11 || Estimated Time: 9:40:38
2023-04-13 09:38:26,633 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 09:38:28,907 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.378
2023-04-13 09:38:29,821 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.955, mIoU: 0.420
2023-04-13 09:38:30,098 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.443
2023-04-13 09:38:31,972 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.475
2023-04-13 09:38:32,453 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.465
2023-04-13 09:38:32,752 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.953, mIoU: 0.467
2023-04-13 09:38:32,866 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.459
2023-04-13 09:38:33,018 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.947, mIoU: 0.507
2023-04-13 09:38:34,613 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.945, mIoU: 0.557
2023-04-13 09:38:35,416 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.942, mIoU: 0.561
2023-04-13 09:38:36,047 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.565
2023-04-13 09:38:36,408 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.578
2023-04-13 09:38:36,513 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.936, mIoU: 0.567
2023-04-13 09:38:36,601 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.934, mIoU: 0.558
2023-04-13 09:38:36,765 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.575
2023-04-13 09:38:37,208 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.567
2023-04-13 09:38:37,664 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.570
2023-04-13 09:38:38,384 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.565
2023-04-13 09:38:38,556 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.576
2023-04-13 09:38:39,525 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.581
2023-04-13 09:38:39,710 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.585
2023-04-13 09:38:40,062 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.572
2023-04-13 09:38:40,285 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.574
2023-04-13 09:38:40,747 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.922, mIoU: 0.579
2023-04-13 09:38:41,515 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.583
2023-04-13 09:38:41,631 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.585
2023-04-13 09:38:41,770 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.582
2023-04-13 09:38:41,884 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.916, mIoU: 0.579
2023-04-13 09:38:41,991 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.581
2023-04-13 09:38:42,098 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.913, mIoU: 0.568
2023-04-13 09:38:42,179 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.568
2023-04-13 09:38:42,252 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.912, mIoU: 0.567
2023-04-13 09:38:42,323 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-13 09:38:42,394 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.912, mIoU: 0.563
2023-04-13 09:38:42,467 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-13 09:38:42,544 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.566
2023-04-13 09:38:42,622 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.563
2023-04-13 09:38:42,693 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.562
2023-04-13 09:38:42,760 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.567
2023-04-13 09:38:42,830 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.912, mIoU: 0.568
2023-04-13 09:38:42,902 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.570
2023-04-13 09:38:42,978 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.570
2023-04-13 09:38:43,053 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.570
2023-04-13 09:38:43,128 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.572
2023-04-13 09:38:43,196 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.570
2023-04-13 09:38:43,266 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.569
2023-04-13 09:38:43,336 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.917, mIoU: 0.569
2023-04-13 09:38:43,405 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.569
2023-04-13 09:38:43,475 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.574
2023-04-13 09:38:43,548 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.574
2023-04-13 09:38:43,624 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.574
2023-04-13 09:38:43,706 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.568
2023-04-13 09:38:43,779 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.566
2023-04-13 09:38:43,851 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.561
2023-04-13 09:38:43,921 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.912, mIoU: 0.558
2023-04-13 09:38:43,995 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.912, mIoU: 0.561
2023-04-13 09:38:44,068 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.913, mIoU: 0.561
2023-04-13 09:38:44,139 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.913, mIoU: 0.567
2023-04-13 09:38:44,209 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.567
2023-04-13 09:38:44,276 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.566
2023-04-13 09:38:44,347 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.911, mIoU: 0.569
2023-04-13 09:38:44,416 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.911, mIoU: 0.572
2023-04-13 09:38:44,486 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.911, mIoU: 0.571
2023-04-13 09:38:44,556 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.911, mIoU: 0.576
2023-04-13 09:38:44,633 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.910, mIoU: 0.576
2023-04-13 09:38:44,699 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.909, mIoU: 0.576
2023-04-13 09:38:44,775 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.908, mIoU: 0.574
2023-04-13 09:38:44,844 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.906, mIoU: 0.573
2023-04-13 09:38:44,915 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.907, mIoU: 0.572
2023-04-13 09:38:44,989 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.907, mIoU: 0.571
2023-04-13 09:38:45,064 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.907, mIoU: 0.572
2023-04-13 09:38:45,137 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.908, mIoU: 0.571
2023-04-13 09:38:45,210 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.908, mIoU: 0.569
2023-04-13 09:38:45,290 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.908, mIoU: 0.569
2023-04-13 09:38:45,361 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.908, mIoU: 0.568
2023-04-13 09:38:45,431 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.908, mIoU: 0.569
2023-04-13 09:38:45,499 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.909, mIoU: 0.570
2023-04-13 09:38:45,569 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.909, mIoU: 0.570
2023-04-13 09:38:45,637 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.908, mIoU: 0.569
2023-04-13 09:38:45,716 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.909, mIoU: 0.570
2023-04-13 09:38:45,787 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.909, mIoU: 0.572
2023-04-13 09:38:45,857 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.909, mIoU: 0.573
2023-04-13 09:38:45,930 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.909, mIoU: 0.572
2023-04-13 09:38:45,999 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.908, mIoU: 0.570
2023-04-13 09:38:46,068 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.905, mIoU: 0.569
2023-04-13 09:38:46,137 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.905, mIoU: 0.570
2023-04-13 09:38:46,205 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.906, mIoU: 0.570
2023-04-13 09:38:46,278 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.906, mIoU: 0.570
2023-04-13 09:38:46,353 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.906, mIoU: 0.570
2023-04-13 09:38:46,427 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.907, mIoU: 0.569
2023-04-13 09:38:46,498 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.907, mIoU: 0.571
2023-04-13 09:38:46,567 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.906, mIoU: 0.576
2023-04-13 09:38:46,641 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.906, mIoU: 0.575
2023-04-13 09:38:46,718 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.907, mIoU: 0.576
2023-04-13 09:38:46,790 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.907, mIoU: 0.576
2023-04-13 09:38:46,857 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.907, mIoU: 0.576
2023-04-13 09:38:46,930 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.907, mIoU: 0.574
2023-04-13 09:38:47,013 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.907, mIoU: 0.574
2023-04-13 09:38:47,088 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.907, mIoU: 0.576
2023-04-13 09:38:47,159 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.906, mIoU: 0.576
2023-04-13 09:38:47,228 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.904, mIoU: 0.575
2023-04-13 09:38:47,298 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.904, mIoU: 0.575
2023-04-13 09:38:47,367 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.904, mIoU: 0.574
2023-04-13 09:38:47,437 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.904, mIoU: 0.574
2023-04-13 09:38:47,510 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.905, mIoU: 0.574
2023-04-13 09:38:47,577 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.905, mIoU: 0.575
2023-04-13 09:38:47,646 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.905, mIoU: 0.575
2023-04-13 09:38:47,728 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.906, mIoU: 0.576
2023-04-13 09:38:47,811 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.906, mIoU: 0.575
2023-04-13 09:38:47,884 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.905, mIoU: 0.574
2023-04-13 09:38:47,953 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.905, mIoU: 0.575
2023-04-13 09:38:48,023 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.905, mIoU: 0.574
2023-04-13 09:38:48,095 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.905, mIoU: 0.574
2023-04-13 09:38:48,169 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.905, mIoU: 0.574
2023-04-13 09:38:48,243 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.906, mIoU: 0.574
2023-04-13 09:38:48,314 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.906, mIoU: 0.574
2023-04-13 09:38:48,386 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.906, mIoU: 0.578
2023-04-13 09:38:48,457 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.906, mIoU: 0.579
2023-04-13 09:38:48,527 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.906, mIoU: 0.579
2023-04-13 09:38:48,603 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.906, mIoU: 0.579
2023-04-13 09:38:48,672 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.906, mIoU: 0.579
2023-04-13 09:38:48,744 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.906, mIoU: 0.578
2023-04-13 09:38:48,819 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.906, mIoU: 0.578
2023-04-13 09:38:48,910 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.906, mIoU: 0.583
2023-04-13 09:38:49,003 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.906, mIoU: 0.583
2023-04-13 09:38:49,083 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.906, mIoU: 0.585
2023-04-13 09:38:49,159 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.905, mIoU: 0.585
2023-04-13 09:38:49,234 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.906, mIoU: 0.585
2023-04-13 09:38:49,313 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.906, mIoU: 0.584
2023-04-13 09:38:49,384 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.906, mIoU: 0.585
2023-04-13 09:38:49,454 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.907, mIoU: 0.584
2023-04-13 09:38:49,533 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.907, mIoU: 0.584
2023-04-13 09:38:49,601 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.907, mIoU: 0.584
2023-04-13 09:38:49,672 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.908, mIoU: 0.584
2023-04-13 09:38:49,747 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.908, mIoU: 0.585
2023-04-13 09:38:49,819 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.908, mIoU: 0.585
2023-04-13 09:38:49,894 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.909, mIoU: 0.585
2023-04-13 09:38:49,963 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.908, mIoU: 0.584
2023-04-13 09:38:50,034 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.907, mIoU: 0.582
2023-04-13 09:38:50,105 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.907, mIoU: 0.582
2023-04-13 09:38:50,178 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.907, mIoU: 0.583
2023-04-13 09:38:50,256 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.907, mIoU: 0.582
2023-04-13 09:38:50,326 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.907, mIoU: 0.582
2023-04-13 09:38:50,396 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.908, mIoU: 0.582
2023-04-13 09:38:50,469 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.907, mIoU: 0.581
2023-04-13 09:38:50,551 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.908, mIoU: 0.584
2023-04-13 09:38:50,620 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.908, mIoU: 0.584
2023-04-13 09:38:50,692 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.908, mIoU: 0.584
2023-04-13 09:38:50,765 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.908, mIoU: 0.584
2023-04-13 09:38:50,843 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.908, mIoU: 0.584
2023-04-13 09:38:50,914 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.908, mIoU: 0.586
2023-04-13 09:38:50,984 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.909, mIoU: 0.586
2023-04-13 09:38:51,053 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.908, mIoU: 0.585
2023-04-13 09:38:51,126 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.908, mIoU: 0.585
2023-04-13 09:38:51,199 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.908, mIoU: 0.585
2023-04-13 09:38:51,272 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.908, mIoU: 0.585
2023-04-13 09:38:51,346 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.908, mIoU: 0.586
2023-04-13 09:38:51,427 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.908, mIoU: 0.585
2023-04-13 09:38:51,501 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.909, mIoU: 0.585
2023-04-13 09:38:51,575 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.909, mIoU: 0.585
2023-04-13 09:38:51,648 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.909, mIoU: 0.584
2023-04-13 09:38:51,716 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.908, mIoU: 0.582
2023-04-13 09:38:51,785 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.908, mIoU: 0.582
2023-04-13 09:38:51,856 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.908, mIoU: 0.582
2023-04-13 09:38:51,925 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.909, mIoU: 0.582
2023-04-13 09:38:51,995 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.909, mIoU: 0.582
2023-04-13 09:38:52,071 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.909, mIoU: 0.582
2023-04-13 09:38:52,147 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.909, mIoU: 0.582
2023-04-13 09:38:52,223 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.909, mIoU: 0.582
2023-04-13 09:38:52,301 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.909, mIoU: 0.582
2023-04-13 09:38:52,376 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:52,452 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:52,526 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:52,598 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:52,673 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:52,742 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.910, mIoU: 0.582
2023-04-13 09:38:52,812 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.910, mIoU: 0.582
2023-04-13 09:38:52,886 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:52,957 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:53,026 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:53,098 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:53,169 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-13 09:38:53,239 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.911, mIoU: 0.583
2023-04-13 09:38:53,309 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.911, mIoU: 0.583
2023-04-13 09:38:53,377 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.911, mIoU: 0.583
2023-04-13 09:38:53,450 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.911, mIoU: 0.582
2023-04-13 09:38:53,524 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.911, mIoU: 0.582
2023-04-13 09:38:53,602 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.911, mIoU: 0.582
2023-04-13 09:38:53,677 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.911, mIoU: 0.582
2023-04-13 09:38:53,754 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.911, mIoU: 0.582
2023-04-13 09:38:53,830 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.912, mIoU: 0.583
2023-04-13 09:38:53,901 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.912, mIoU: 0.583
2023-04-13 09:38:53,974 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.912, mIoU: 0.585
2023-04-13 09:38:54,044 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.912, mIoU: 0.585
2023-04-13 09:38:54,111 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.912, mIoU: 0.585
2023-04-13 09:38:54,185 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.912, mIoU: 0.584
2023-04-13 09:38:54,258 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.912, mIoU: 0.583
2023-04-13 09:38:54,331 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.912, mIoU: 0.583
2023-04-13 09:38:54,400 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.912, mIoU: 0.583
2023-04-13 09:38:54,473 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.912, mIoU: 0.583
2023-04-13 09:38:54,550 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.912, mIoU: 0.586
2023-04-13 09:38:54,626 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.912, mIoU: 0.587
2023-04-13 09:38:54,705 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.912, mIoU: 0.587
2023-04-13 09:38:54,777 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.912, mIoU: 0.587
2023-04-13 09:38:54,851 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.913, mIoU: 0.587
2023-04-13 09:38:54,925 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.913, mIoU: 0.587
2023-04-13 09:38:54,995 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.913, mIoU: 0.586
2023-04-13 09:38:55,071 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-13 09:38:55,142 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.913, mIoU: 0.586
2023-04-13 09:38:55,212 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-13 09:38:55,288 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-13 09:38:55,358 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.913, mIoU: 0.584
2023-04-13 09:38:55,430 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.913, mIoU: 0.584
2023-04-13 09:38:55,512 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-13 09:38:55,588 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-13 09:38:55,662 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-13 09:38:55,736 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.914, mIoU: 0.585
2023-04-13 09:38:55,804 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.914, mIoU: 0.586
2023-04-13 09:38:55,876 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.914, mIoU: 0.586
2023-04-13 09:38:55,942 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.914, mIoU: 0.585
2023-04-13 09:38:56,007 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.914, mIoU: 0.582
2023-04-13 09:38:56,071 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.914, mIoU: 0.583
2023-04-13 09:38:56,136 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.914, mIoU: 0.583
2023-04-13 09:38:56,201 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.914, mIoU: 0.583
2023-04-13 09:38:56,265 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.915, mIoU: 0.583
2023-04-13 09:38:56,330 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.915, mIoU: 0.583
2023-04-13 09:38:56,393 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.915, mIoU: 0.583
2023-04-13 09:38:56,458 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.915, mIoU: 0.583
2023-04-13 09:38:56,528 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.914, mIoU: 0.582
2023-04-13 09:38:56,598 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.914, mIoU: 0.581
2023-04-13 09:38:56,665 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-13 09:38:56,729 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-13 09:38:56,796 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-13 09:38:56,863 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-13 09:38:56,931 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-13 09:38:56,999 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-13 09:38:57,066 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-13 09:38:57,133 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-13 09:38:57,201 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-13 09:38:57,269 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-13 09:38:57,336 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-13 09:38:57,402 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-13 09:38:57,465 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-13 09:38:57,529 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.914, mIoU: 0.580
2023-04-13 09:38:57,594 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.914, mIoU: 0.581
2023-04-13 09:38:57,658 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.914, mIoU: 0.582
2023-04-13 09:38:57,722 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.914, mIoU: 0.581
2023-04-13 09:38:57,783 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-13 09:38:57,847 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-13 09:38:57,910 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.914, mIoU: 0.581
2023-04-13 09:38:58,194 semantic_segmentation INFO: Overall validation pixAcc: 92.349, mIoU: 58.521
2023-04-13 09:39:07,027 semantic_segmentation INFO: Iters: 1610/40000 || Lr: 0.019278 || Task Loss: 0.4544 || KD Loss: 0.4188|| Cost Time: 0:24:52 || Estimated Time: 9:53:03
2023-04-13 09:39:15,670 semantic_segmentation INFO: Iters: 1620/40000 || Lr: 0.019274 || Task Loss: 0.3425 || KD Loss: 0.4620|| Cost Time: 0:25:01 || Estimated Time: 9:52:39
2023-04-13 09:39:24,178 semantic_segmentation INFO: Iters: 1630/40000 || Lr: 0.019269 || Task Loss: 0.3335 || KD Loss: 0.3405|| Cost Time: 0:25:09 || Estimated Time: 9:52:12
2023-04-13 09:39:32,994 semantic_segmentation INFO: Iters: 1640/40000 || Lr: 0.019265 || Task Loss: 0.3181 || KD Loss: 0.4088|| Cost Time: 0:25:18 || Estimated Time: 9:51:52
2023-04-13 09:39:41,745 semantic_segmentation INFO: Iters: 1650/40000 || Lr: 0.019260 || Task Loss: 0.2814 || KD Loss: 0.4445|| Cost Time: 0:25:27 || Estimated Time: 9:51:31
2023-04-13 09:39:50,559 semantic_segmentation INFO: Iters: 1660/40000 || Lr: 0.019256 || Task Loss: 0.3402 || KD Loss: 0.3964|| Cost Time: 0:25:36 || Estimated Time: 9:51:12
2023-04-13 09:39:59,444 semantic_segmentation INFO: Iters: 1670/40000 || Lr: 0.019251 || Task Loss: 0.3812 || KD Loss: 0.4219|| Cost Time: 0:25:44 || Estimated Time: 9:50:54
2023-04-13 09:40:08,050 semantic_segmentation INFO: Iters: 1680/40000 || Lr: 0.019247 || Task Loss: 0.2923 || KD Loss: 0.4088|| Cost Time: 0:25:53 || Estimated Time: 9:50:30
2023-04-13 09:40:17,048 semantic_segmentation INFO: Iters: 1690/40000 || Lr: 0.019242 || Task Loss: 0.3866 || KD Loss: 0.4647|| Cost Time: 0:26:02 || Estimated Time: 9:50:15
2023-04-13 09:40:25,837 semantic_segmentation INFO: Iters: 1700/40000 || Lr: 0.019238 || Task Loss: 0.2738 || KD Loss: 0.3910|| Cost Time: 0:26:11 || Estimated Time: 9:49:55
2023-04-13 09:40:34,677 semantic_segmentation INFO: Iters: 1710/40000 || Lr: 0.019233 || Task Loss: 0.2747 || KD Loss: 0.4755|| Cost Time: 0:26:20 || Estimated Time: 9:49:37
2023-04-13 09:40:43,646 semantic_segmentation INFO: Iters: 1720/40000 || Lr: 0.019229 || Task Loss: 0.3719 || KD Loss: 0.4271|| Cost Time: 0:26:29 || Estimated Time: 9:49:22
2023-04-13 09:40:52,772 semantic_segmentation INFO: Iters: 1730/40000 || Lr: 0.019224 || Task Loss: 0.4855 || KD Loss: 0.5430|| Cost Time: 0:26:38 || Estimated Time: 9:49:10
2023-04-13 09:41:01,795 semantic_segmentation INFO: Iters: 1740/40000 || Lr: 0.019220 || Task Loss: 0.4329 || KD Loss: 0.3866|| Cost Time: 0:26:47 || Estimated Time: 9:48:56
2023-04-13 09:41:23,702 semantic_segmentation INFO: Iters: 1750/40000 || Lr: 0.019215 || Task Loss: 0.4146 || KD Loss: 0.4740|| Cost Time: 0:27:09 || Estimated Time: 9:53:30
2023-04-13 09:41:34,227 semantic_segmentation INFO: Iters: 1760/40000 || Lr: 0.019211 || Task Loss: 0.3867 || KD Loss: 0.4389|| Cost Time: 0:27:19 || Estimated Time: 9:53:42
2023-04-13 09:41:42,453 semantic_segmentation INFO: Iters: 1770/40000 || Lr: 0.019206 || Task Loss: 0.2587 || KD Loss: 0.3174|| Cost Time: 0:27:28 || Estimated Time: 9:53:09
2023-04-13 09:41:51,378 semantic_segmentation INFO: Iters: 1780/40000 || Lr: 0.019202 || Task Loss: 0.2609 || KD Loss: 0.4117|| Cost Time: 0:27:36 || Estimated Time: 9:52:51
2023-04-13 09:42:00,220 semantic_segmentation INFO: Iters: 1790/40000 || Lr: 0.019197 || Task Loss: 0.2433 || KD Loss: 0.3753|| Cost Time: 0:27:45 || Estimated Time: 9:52:32
2023-04-13 09:42:09,084 semantic_segmentation INFO: Iters: 1800/40000 || Lr: 0.019193 || Task Loss: 0.2189 || KD Loss: 0.3798|| Cost Time: 0:27:54 || Estimated Time: 9:52:13
2023-04-13 09:42:17,927 semantic_segmentation INFO: Iters: 1810/40000 || Lr: 0.019188 || Task Loss: 0.2790 || KD Loss: 0.3864|| Cost Time: 0:28:03 || Estimated Time: 9:51:54
2023-04-13 09:42:26,777 semantic_segmentation INFO: Iters: 1820/40000 || Lr: 0.019184 || Task Loss: 0.3153 || KD Loss: 0.4954|| Cost Time: 0:28:12 || Estimated Time: 9:51:35
2023-04-13 09:42:35,721 semantic_segmentation INFO: Iters: 1830/40000 || Lr: 0.019179 || Task Loss: 0.2917 || KD Loss: 0.4529|| Cost Time: 0:28:21 || Estimated Time: 9:51:19
2023-04-13 09:42:44,602 semantic_segmentation INFO: Iters: 1840/40000 || Lr: 0.019175 || Task Loss: 0.3694 || KD Loss: 0.4398|| Cost Time: 0:28:30 || Estimated Time: 9:51:01
2023-04-13 09:42:53,515 semantic_segmentation INFO: Iters: 1850/40000 || Lr: 0.019170 || Task Loss: 0.2477 || KD Loss: 0.3586|| Cost Time: 0:28:39 || Estimated Time: 9:50:44
2023-04-13 09:43:02,357 semantic_segmentation INFO: Iters: 1860/40000 || Lr: 0.019166 || Task Loss: 0.3764 || KD Loss: 0.4329|| Cost Time: 0:28:47 || Estimated Time: 9:50:25
2023-04-13 09:43:11,111 semantic_segmentation INFO: Iters: 1870/40000 || Lr: 0.019161 || Task Loss: 0.3140 || KD Loss: 0.3660|| Cost Time: 0:28:56 || Estimated Time: 9:50:05
2023-04-13 09:43:20,093 semantic_segmentation INFO: Iters: 1880/40000 || Lr: 0.019157 || Task Loss: 0.2656 || KD Loss: 0.4016|| Cost Time: 0:29:05 || Estimated Time: 9:49:49
2023-04-13 09:43:29,000 semantic_segmentation INFO: Iters: 1890/40000 || Lr: 0.019152 || Task Loss: 0.4059 || KD Loss: 0.4202|| Cost Time: 0:29:14 || Estimated Time: 9:49:33
2023-04-13 09:43:37,992 semantic_segmentation INFO: Iters: 1900/40000 || Lr: 0.019148 || Task Loss: 0.4174 || KD Loss: 0.4495|| Cost Time: 0:29:23 || Estimated Time: 9:49:17
2023-04-13 09:43:46,925 semantic_segmentation INFO: Iters: 1910/40000 || Lr: 0.019143 || Task Loss: 0.4228 || KD Loss: 0.5643|| Cost Time: 0:29:32 || Estimated Time: 9:49:01
2023-04-13 09:43:55,913 semantic_segmentation INFO: Iters: 1920/40000 || Lr: 0.019139 || Task Loss: 0.2923 || KD Loss: 0.3903|| Cost Time: 0:29:41 || Estimated Time: 9:48:46
2023-04-13 09:44:04,927 semantic_segmentation INFO: Iters: 1930/40000 || Lr: 0.019134 || Task Loss: 0.3327 || KD Loss: 0.4413|| Cost Time: 0:29:50 || Estimated Time: 9:48:32
2023-04-13 09:44:13,884 semantic_segmentation INFO: Iters: 1940/40000 || Lr: 0.019130 || Task Loss: 0.2928 || KD Loss: 0.3782|| Cost Time: 0:29:59 || Estimated Time: 9:48:16
2023-04-13 09:44:22,831 semantic_segmentation INFO: Iters: 1950/40000 || Lr: 0.019125 || Task Loss: 0.2592 || KD Loss: 0.3316|| Cost Time: 0:30:08 || Estimated Time: 9:48:01
2023-04-13 09:44:31,769 semantic_segmentation INFO: Iters: 1960/40000 || Lr: 0.019121 || Task Loss: 0.3264 || KD Loss: 0.4944|| Cost Time: 0:30:17 || Estimated Time: 9:47:45
2023-04-13 09:44:40,783 semantic_segmentation INFO: Iters: 1970/40000 || Lr: 0.019116 || Task Loss: 0.3865 || KD Loss: 0.5024|| Cost Time: 0:30:26 || Estimated Time: 9:47:31
2023-04-13 09:44:49,569 semantic_segmentation INFO: Iters: 1980/40000 || Lr: 0.019112 || Task Loss: 0.3473 || KD Loss: 0.4528|| Cost Time: 0:30:35 || Estimated Time: 9:47:12
2023-04-13 09:44:58,793 semantic_segmentation INFO: Iters: 1990/40000 || Lr: 0.019107 || Task Loss: 0.2918 || KD Loss: 0.3793|| Cost Time: 0:30:44 || Estimated Time: 9:47:02
2023-04-13 09:45:07,825 semantic_segmentation INFO: Iters: 2000/40000 || Lr: 0.019103 || Task Loss: 0.3544 || KD Loss: 0.5433|| Cost Time: 0:30:53 || Estimated Time: 9:46:48
2023-04-13 09:45:08,098 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 09:45:11,078 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.390
2023-04-13 09:45:11,307 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.459
2023-04-13 09:45:11,506 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.477
2023-04-13 09:45:11,712 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.499
2023-04-13 09:45:12,916 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.491
2023-04-13 09:45:13,013 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.493
2023-04-13 09:45:13,111 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.488
2023-04-13 09:45:13,240 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.530
2023-04-13 09:45:13,345 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.543
2023-04-13 09:45:13,443 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.579
2023-04-13 09:45:13,516 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.588
2023-04-13 09:45:13,587 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.621
2023-04-13 09:45:13,664 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.626
2023-04-13 09:45:13,734 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.617
2023-04-13 09:45:13,805 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.615
2023-04-13 09:45:13,876 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.940, mIoU: 0.609
2023-04-13 09:45:13,951 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.612
2023-04-13 09:45:14,032 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.610
2023-04-13 09:45:14,112 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.613
2023-04-13 09:45:14,187 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.620
2023-04-13 09:45:14,263 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.622
2023-04-13 09:45:14,335 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.605
2023-04-13 09:45:14,406 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.605
2023-04-13 09:45:14,478 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.611
2023-04-13 09:45:14,556 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-13 09:45:14,623 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-13 09:45:14,694 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-13 09:45:14,779 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.619
2023-04-13 09:45:14,854 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 09:45:14,931 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-13 09:45:15,004 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 09:45:15,077 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 09:45:15,157 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.619
2023-04-13 09:45:15,231 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:45:15,301 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.616
2023-04-13 09:45:15,372 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.616
2023-04-13 09:45:15,442 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.613
2023-04-13 09:45:15,514 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.613
2023-04-13 09:45:15,583 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.609
2023-04-13 09:45:15,656 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.611
2023-04-13 09:45:15,733 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.613
2023-04-13 09:45:15,812 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-13 09:45:15,887 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-13 09:45:15,964 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.615
2023-04-13 09:45:16,038 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-13 09:45:16,111 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.613
2023-04-13 09:45:16,184 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-13 09:45:16,262 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.613
2023-04-13 09:45:16,335 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.617
2023-04-13 09:45:16,407 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.620
2023-04-13 09:45:16,485 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.621
2023-04-13 09:45:16,561 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.616
2023-04-13 09:45:16,635 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-13 09:45:16,709 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-13 09:45:16,781 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-13 09:45:16,853 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.616
2023-04-13 09:45:16,923 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-13 09:45:16,999 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-13 09:45:17,071 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.627
2023-04-13 09:45:17,142 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 09:45:17,213 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-13 09:45:17,286 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 09:45:17,356 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 09:45:17,432 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 09:45:17,515 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-13 09:45:17,593 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-13 09:45:17,668 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-13 09:45:17,745 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 09:45:17,828 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 09:45:17,906 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-13 09:45:17,978 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-13 09:45:18,055 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-13 09:45:18,135 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 09:45:18,215 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 09:45:18,291 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 09:45:18,372 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 09:45:18,441 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 09:45:18,516 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 09:45:18,593 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 09:45:18,674 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-13 09:45:18,754 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-13 09:45:18,831 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 09:45:18,905 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 09:45:18,976 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-13 09:45:19,046 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 09:45:19,113 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 09:45:19,184 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 09:45:19,257 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 09:45:19,332 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 09:45:19,409 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.619
2023-04-13 09:45:19,490 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-13 09:45:19,571 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-13 09:45:19,647 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-13 09:45:19,728 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 09:45:19,800 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-13 09:45:19,875 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-13 09:45:19,948 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 09:45:20,021 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 09:45:20,093 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 09:45:20,171 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-13 09:45:20,250 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.631
2023-04-13 09:45:20,323 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 09:45:20,392 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 09:45:20,466 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 09:45:20,542 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 09:45:20,614 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 09:45:20,687 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 09:45:20,759 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-13 09:45:20,830 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-13 09:45:20,904 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.628
2023-04-13 09:45:20,983 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 09:45:21,057 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.628
2023-04-13 09:45:21,137 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-13 09:45:21,209 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-13 09:45:21,283 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-13 09:45:21,356 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-13 09:45:21,434 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-13 09:45:21,507 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-13 09:45:21,578 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.628
2023-04-13 09:45:21,650 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.628
2023-04-13 09:45:21,727 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-13 09:45:21,808 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-13 09:45:21,894 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-13 09:45:21,968 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 09:45:22,044 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 09:45:22,117 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-13 09:45:22,187 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-13 09:45:22,257 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-13 09:45:22,328 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-13 09:45:22,399 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-13 09:45:22,471 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-13 09:45:22,544 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-13 09:45:22,625 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-13 09:45:22,712 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-13 09:45:22,789 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-13 09:45:22,866 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-13 09:45:22,939 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-13 09:45:23,013 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:23,083 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-13 09:45:23,156 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:23,231 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:23,307 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:23,383 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-13 09:45:23,458 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-13 09:45:23,533 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-13 09:45:23,610 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-13 09:45:23,690 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-13 09:45:23,763 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-13 09:45:23,832 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-13 09:45:23,900 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-13 09:45:23,972 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:24,046 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:24,123 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:24,199 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:24,278 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:24,356 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:24,430 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.634
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2023-04-13 09:45:24,589 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:24,663 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 09:45:24,734 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-13 09:45:24,807 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 09:45:24,886 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 09:45:24,960 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-13 09:45:25,037 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.630
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2023-04-13 09:45:25,399 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.630
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2023-04-13 09:45:25,759 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.928, mIoU: 0.630
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2023-04-13 09:45:26,059 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.629
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2023-04-13 09:45:27,035 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 09:45:27,116 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.929, mIoU: 0.630
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2023-04-13 09:45:27,714 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.929, mIoU: 0.632
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2023-04-13 09:45:27,866 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-13 09:45:27,944 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-13 09:45:28,016 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-13 09:45:28,093 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-13 09:45:28,176 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-13 09:45:28,250 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.930, mIoU: 0.631
2023-04-13 09:45:28,324 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.930, mIoU: 0.631
2023-04-13 09:45:28,398 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.930, mIoU: 0.631
2023-04-13 09:45:28,474 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.930, mIoU: 0.631
2023-04-13 09:45:28,550 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-13 09:45:28,621 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-13 09:45:28,698 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-13 09:45:28,778 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-13 09:45:28,853 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-13 09:45:28,930 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-13 09:45:29,005 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-13 09:45:29,084 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-13 09:45:29,152 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-13 09:45:29,218 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-13 09:45:29,285 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:29,353 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:29,425 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:29,493 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:29,561 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:29,629 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.932, mIoU: 0.627
2023-04-13 09:45:29,698 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-13 09:45:29,765 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:29,831 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-13 09:45:29,896 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-13 09:45:29,962 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-13 09:45:30,026 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 09:45:30,090 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 09:45:30,155 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 09:45:30,221 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.930, mIoU: 0.623
2023-04-13 09:45:30,284 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 09:45:30,349 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 09:45:30,413 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.930, mIoU: 0.623
2023-04-13 09:45:30,477 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 09:45:30,545 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-13 09:45:30,620 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-13 09:45:30,692 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-13 09:45:30,764 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-13 09:45:30,836 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:30,906 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-13 09:45:30,976 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:31,042 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:31,112 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:31,180 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 09:45:32,753 semantic_segmentation INFO: Overall validation pixAcc: 93.742, mIoU: 63.744
2023-04-13 09:45:41,883 semantic_segmentation INFO: Iters: 2010/40000 || Lr: 0.019098 || Task Loss: 0.3260 || KD Loss: 0.4498|| Cost Time: 0:31:27 || Estimated Time: 9:54:28
2023-04-13 09:45:50,640 semantic_segmentation INFO: Iters: 2020/40000 || Lr: 0.019094 || Task Loss: 0.4855 || KD Loss: 0.5221|| Cost Time: 0:31:36 || Estimated Time: 9:54:06
2023-04-13 09:45:59,365 semantic_segmentation INFO: Iters: 2030/40000 || Lr: 0.019089 || Task Loss: 0.2931 || KD Loss: 0.3855|| Cost Time: 0:31:44 || Estimated Time: 9:53:45
2023-04-13 09:46:08,262 semantic_segmentation INFO: Iters: 2040/40000 || Lr: 0.019085 || Task Loss: 0.4845 || KD Loss: 0.4700|| Cost Time: 0:31:53 || Estimated Time: 9:53:26
2023-04-13 09:46:17,033 semantic_segmentation INFO: Iters: 2050/40000 || Lr: 0.019080 || Task Loss: 0.3096 || KD Loss: 0.3671|| Cost Time: 0:32:02 || Estimated Time: 9:53:05
2023-04-13 09:46:25,815 semantic_segmentation INFO: Iters: 2060/40000 || Lr: 0.019076 || Task Loss: 0.3942 || KD Loss: 0.3591|| Cost Time: 0:32:11 || Estimated Time: 9:52:45
2023-04-13 09:46:34,609 semantic_segmentation INFO: Iters: 2070/40000 || Lr: 0.019071 || Task Loss: 0.5495 || KD Loss: 0.4550|| Cost Time: 0:32:20 || Estimated Time: 9:52:25
2023-04-13 09:46:43,383 semantic_segmentation INFO: Iters: 2080/40000 || Lr: 0.019067 || Task Loss: 0.5144 || KD Loss: 0.4237|| Cost Time: 0:32:28 || Estimated Time: 9:52:05
2023-04-13 09:46:52,385 semantic_segmentation INFO: Iters: 2090/40000 || Lr: 0.019062 || Task Loss: 0.4108 || KD Loss: 0.4952|| Cost Time: 0:32:37 || Estimated Time: 9:51:49
2023-04-13 09:47:01,214 semantic_segmentation INFO: Iters: 2100/40000 || Lr: 0.019058 || Task Loss: 0.3660 || KD Loss: 0.4005|| Cost Time: 0:32:46 || Estimated Time: 9:51:30
2023-04-13 09:47:10,210 semantic_segmentation INFO: Iters: 2110/40000 || Lr: 0.019053 || Task Loss: 0.5814 || KD Loss: 0.5287|| Cost Time: 0:32:55 || Estimated Time: 9:51:14
2023-04-13 09:47:19,112 semantic_segmentation INFO: Iters: 2120/40000 || Lr: 0.019049 || Task Loss: 0.6877 || KD Loss: 0.5008|| Cost Time: 0:33:04 || Estimated Time: 9:50:56
2023-04-13 09:47:28,025 semantic_segmentation INFO: Iters: 2130/40000 || Lr: 0.019044 || Task Loss: 0.4500 || KD Loss: 0.4885|| Cost Time: 0:33:13 || Estimated Time: 9:50:39
2023-04-13 09:47:36,955 semantic_segmentation INFO: Iters: 2140/40000 || Lr: 0.019040 || Task Loss: 0.3399 || KD Loss: 0.3554|| Cost Time: 0:33:22 || Estimated Time: 9:50:22
2023-04-13 09:47:45,854 semantic_segmentation INFO: Iters: 2150/40000 || Lr: 0.019035 || Task Loss: 0.3255 || KD Loss: 0.3836|| Cost Time: 0:33:31 || Estimated Time: 9:50:05
2023-04-13 09:47:54,860 semantic_segmentation INFO: Iters: 2160/40000 || Lr: 0.019031 || Task Loss: 0.3580 || KD Loss: 0.4769|| Cost Time: 0:33:40 || Estimated Time: 9:49:49
2023-04-13 09:48:03,851 semantic_segmentation INFO: Iters: 2170/40000 || Lr: 0.019026 || Task Loss: 0.4674 || KD Loss: 0.3823|| Cost Time: 0:33:49 || Estimated Time: 9:49:33
2023-04-13 09:48:12,723 semantic_segmentation INFO: Iters: 2180/40000 || Lr: 0.019022 || Task Loss: 0.3001 || KD Loss: 0.4201|| Cost Time: 0:33:58 || Estimated Time: 9:49:16
2023-04-13 09:48:21,638 semantic_segmentation INFO: Iters: 2190/40000 || Lr: 0.019017 || Task Loss: 0.3061 || KD Loss: 0.4120|| Cost Time: 0:34:07 || Estimated Time: 9:48:59
2023-04-13 09:48:30,555 semantic_segmentation INFO: Iters: 2200/40000 || Lr: 0.019013 || Task Loss: 0.2793 || KD Loss: 0.4250|| Cost Time: 0:34:16 || Estimated Time: 9:48:42
2023-04-13 09:48:39,569 semantic_segmentation INFO: Iters: 2210/40000 || Lr: 0.019008 || Task Loss: 0.3470 || KD Loss: 0.4568|| Cost Time: 0:34:25 || Estimated Time: 9:48:27
2023-04-13 09:48:48,499 semantic_segmentation INFO: Iters: 2220/40000 || Lr: 0.019004 || Task Loss: 0.3900 || KD Loss: 0.5068|| Cost Time: 0:34:34 || Estimated Time: 9:48:11
2023-04-13 09:48:57,495 semantic_segmentation INFO: Iters: 2230/40000 || Lr: 0.018999 || Task Loss: 0.3805 || KD Loss: 0.4635|| Cost Time: 0:34:43 || Estimated Time: 9:47:56
2023-04-13 09:49:06,488 semantic_segmentation INFO: Iters: 2240/40000 || Lr: 0.018995 || Task Loss: 0.3226 || KD Loss: 0.3991|| Cost Time: 0:34:52 || Estimated Time: 9:47:40
2023-04-13 09:49:15,421 semantic_segmentation INFO: Iters: 2250/40000 || Lr: 0.018990 || Task Loss: 0.3297 || KD Loss: 0.4691|| Cost Time: 0:35:00 || Estimated Time: 9:47:24
2023-04-13 09:49:24,354 semantic_segmentation INFO: Iters: 2260/40000 || Lr: 0.018986 || Task Loss: 0.2689 || KD Loss: 0.3771|| Cost Time: 0:35:09 || Estimated Time: 9:47:08
2023-04-13 09:49:33,213 semantic_segmentation INFO: Iters: 2270/40000 || Lr: 0.018981 || Task Loss: 0.4166 || KD Loss: 0.3880|| Cost Time: 0:35:18 || Estimated Time: 9:46:51
2023-04-13 09:49:42,257 semantic_segmentation INFO: Iters: 2280/40000 || Lr: 0.018977 || Task Loss: 0.3896 || KD Loss: 0.4628|| Cost Time: 0:35:27 || Estimated Time: 9:46:37
2023-04-13 09:49:51,255 semantic_segmentation INFO: Iters: 2290/40000 || Lr: 0.018972 || Task Loss: 0.3366 || KD Loss: 0.3933|| Cost Time: 0:35:36 || Estimated Time: 9:46:22
2023-04-13 09:50:00,144 semantic_segmentation INFO: Iters: 2300/40000 || Lr: 0.018968 || Task Loss: 0.3519 || KD Loss: 0.4709|| Cost Time: 0:35:45 || Estimated Time: 9:46:05
2023-04-13 09:50:09,194 semantic_segmentation INFO: Iters: 2310/40000 || Lr: 0.018963 || Task Loss: 0.2833 || KD Loss: 0.3867|| Cost Time: 0:35:54 || Estimated Time: 9:45:52
2023-04-13 09:50:18,202 semantic_segmentation INFO: Iters: 2320/40000 || Lr: 0.018959 || Task Loss: 0.3337 || KD Loss: 0.4930|| Cost Time: 0:36:03 || Estimated Time: 9:45:37
2023-04-13 09:50:27,126 semantic_segmentation INFO: Iters: 2330/40000 || Lr: 0.018954 || Task Loss: 0.5152 || KD Loss: 0.5531|| Cost Time: 0:36:12 || Estimated Time: 9:45:21
2023-04-13 09:50:36,036 semantic_segmentation INFO: Iters: 2340/40000 || Lr: 0.018950 || Task Loss: 0.5437 || KD Loss: 0.4896|| Cost Time: 0:36:21 || Estimated Time: 9:45:06
2023-04-13 09:50:45,093 semantic_segmentation INFO: Iters: 2350/40000 || Lr: 0.018945 || Task Loss: 0.3632 || KD Loss: 0.4496|| Cost Time: 0:36:30 || Estimated Time: 9:44:52
2023-04-13 09:50:54,097 semantic_segmentation INFO: Iters: 2360/40000 || Lr: 0.018941 || Task Loss: 0.2997 || KD Loss: 0.4336|| Cost Time: 0:36:39 || Estimated Time: 9:44:38
2023-04-13 09:51:03,005 semantic_segmentation INFO: Iters: 2370/40000 || Lr: 0.018936 || Task Loss: 0.3761 || KD Loss: 0.3696|| Cost Time: 0:36:48 || Estimated Time: 9:44:22
2023-04-13 09:51:12,029 semantic_segmentation INFO: Iters: 2380/40000 || Lr: 0.018932 || Task Loss: 0.3399 || KD Loss: 0.4347|| Cost Time: 0:36:57 || Estimated Time: 9:44:08
2023-04-13 09:51:20,986 semantic_segmentation INFO: Iters: 2390/40000 || Lr: 0.018927 || Task Loss: 0.3787 || KD Loss: 0.4709|| Cost Time: 0:37:06 || Estimated Time: 9:43:53
2023-04-13 09:51:29,994 semantic_segmentation INFO: Iters: 2400/40000 || Lr: 0.018923 || Task Loss: 0.4741 || KD Loss: 0.4520|| Cost Time: 0:37:15 || Estimated Time: 9:43:39
2023-04-13 09:51:30,281 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 09:51:37,402 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.953, mIoU: 0.387
2023-04-13 09:51:37,530 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.466
2023-04-13 09:51:37,644 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.474
2023-04-13 09:51:37,760 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.502
2023-04-13 09:51:37,870 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.492
2023-04-13 09:51:37,972 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.495
2023-04-13 09:51:38,069 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.534
2023-04-13 09:51:38,140 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.578
2023-04-13 09:51:38,217 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.618
2023-04-13 09:51:38,285 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.652
2023-04-13 09:51:38,353 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.656
2023-04-13 09:51:38,423 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.654
2023-04-13 09:51:38,506 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.635
2023-04-13 09:51:38,575 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.629
2023-04-13 09:51:38,647 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.625
2023-04-13 09:51:38,718 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.614
2023-04-13 09:51:38,793 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.613
2023-04-13 09:51:38,869 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.609
2023-04-13 09:51:38,948 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.611
2023-04-13 09:51:39,026 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.621
2023-04-13 09:51:39,098 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.624
2023-04-13 09:51:39,176 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.622
2023-04-13 09:51:39,250 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.620
2023-04-13 09:51:39,330 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-13 09:51:39,400 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 09:51:39,472 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-13 09:51:39,546 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-13 09:51:39,619 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.631
2023-04-13 09:51:39,697 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-13 09:51:39,770 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.621
2023-04-13 09:51:39,846 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.620
2023-04-13 09:51:39,919 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:40,000 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.620
2023-04-13 09:51:40,072 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.618
2023-04-13 09:51:40,143 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.621
2023-04-13 09:51:40,217 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.621
2023-04-13 09:51:40,291 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:40,369 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-13 09:51:40,442 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-13 09:51:40,521 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-13 09:51:40,600 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.624
2023-04-13 09:51:40,672 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-13 09:51:40,749 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 09:51:40,822 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-13 09:51:40,911 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.623
2023-04-13 09:51:40,991 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-13 09:51:41,063 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-13 09:51:41,138 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.623
2023-04-13 09:51:41,218 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.625
2023-04-13 09:51:41,291 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-13 09:51:41,368 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.627
2023-04-13 09:51:41,439 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.618
2023-04-13 09:51:41,513 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.929, mIoU: 0.618
2023-04-13 09:51:41,590 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.615
2023-04-13 09:51:41,664 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 09:51:41,739 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 09:51:41,812 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 09:51:41,893 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 09:51:41,971 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-13 09:51:42,040 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.624
2023-04-13 09:51:42,112 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-13 09:51:42,183 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-13 09:51:42,253 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 09:51:42,323 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-13 09:51:42,396 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 09:51:42,468 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-13 09:51:42,545 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 09:51:42,626 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 09:51:42,704 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 09:51:42,780 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-13 09:51:42,862 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-13 09:51:42,939 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-13 09:51:43,012 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-13 09:51:43,085 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 09:51:43,161 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-13 09:51:43,234 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-13 09:51:43,307 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-13 09:51:43,380 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-13 09:51:43,451 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-13 09:51:43,525 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 09:51:43,599 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-13 09:51:43,675 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 09:51:43,748 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 09:51:43,819 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-13 09:51:43,895 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 09:51:43,965 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 09:51:44,041 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 09:51:44,114 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 09:51:44,186 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 09:51:44,262 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 09:51:44,341 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-13 09:51:44,413 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:51:44,484 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 09:51:44,562 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-13 09:51:44,634 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 09:51:44,703 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 09:51:44,775 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-13 09:51:44,843 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 09:51:44,912 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-13 09:51:44,985 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-13 09:51:45,060 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.922, mIoU: 0.629
2023-04-13 09:51:45,132 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-13 09:51:45,207 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-13 09:51:45,280 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-13 09:51:45,356 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-13 09:51:45,434 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 09:51:45,513 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 09:51:45,589 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:51:45,665 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 09:51:45,736 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 09:51:45,818 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 09:51:45,891 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 09:51:45,964 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 09:51:46,039 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 09:51:46,120 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 09:51:46,208 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 09:51:46,279 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 09:51:46,356 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-13 09:51:46,430 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-13 09:51:46,503 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-13 09:51:46,575 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 09:51:46,651 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 09:51:46,728 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-13 09:51:46,802 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-13 09:51:46,872 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-13 09:51:46,943 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-13 09:51:47,012 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.629
2023-04-13 09:51:47,084 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:51:47,154 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.629
2023-04-13 09:51:47,223 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:51:47,293 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:51:47,364 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 09:51:47,434 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-13 09:51:47,503 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-13 09:51:47,575 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:47,655 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:47,732 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.925, mIoU: 0.626
2023-04-13 09:51:47,805 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.625
2023-04-13 09:51:47,883 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.924, mIoU: 0.625
2023-04-13 09:51:47,962 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 09:51:48,036 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 09:51:48,112 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 09:51:48,184 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 09:51:48,252 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 09:51:48,324 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-13 09:51:48,402 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-13 09:51:48,475 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-13 09:51:48,549 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 09:51:48,625 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 09:51:48,709 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 09:51:48,783 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:48,864 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:48,938 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:49,009 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:49,080 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:49,153 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-13 09:51:49,226 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-13 09:51:49,302 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:49,379 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:49,454 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 09:51:49,532 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.924, mIoU: 0.625
2023-04-13 09:51:49,605 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 09:51:49,681 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 09:51:49,757 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 09:51:49,831 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 09:51:49,911 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 09:51:50,000 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 09:51:50,075 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:51:50,150 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:51:50,225 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:51:50,302 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:51:50,372 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:51:50,444 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 09:51:50,516 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:51:50,592 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:51:50,672 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:51:50,746 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:51:50,818 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:51:50,895 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:51:50,985 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:51:51,056 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 09:51:51,127 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 09:51:51,198 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 09:51:51,267 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 09:51:51,338 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 09:51:51,410 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 09:51:51,482 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 09:51:51,560 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 09:51:51,636 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 09:51:51,709 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 09:51:51,785 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-13 09:51:51,861 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-13 09:51:51,933 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-13 09:51:52,004 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-13 09:51:52,075 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-13 09:51:52,142 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 09:51:52,213 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-13 09:51:52,289 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-13 09:51:52,364 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-13 09:51:52,433 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-13 09:51:52,508 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 09:51:52,589 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 09:51:52,671 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 09:51:52,749 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 09:51:52,824 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 09:51:52,897 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 09:51:52,970 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 09:51:53,047 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-13 09:51:53,121 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-13 09:51:53,197 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-13 09:51:53,274 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-13 09:51:53,349 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 09:51:53,422 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 09:51:53,496 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 09:51:53,568 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 09:51:53,643 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 09:51:53,718 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 09:51:53,790 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 09:51:53,861 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 09:51:53,928 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 09:51:53,996 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:51:54,066 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:54,135 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:54,207 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:54,280 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.929, mIoU: 0.618
2023-04-13 09:51:54,351 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.929, mIoU: 0.619
2023-04-13 09:51:54,421 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.929, mIoU: 0.619
2023-04-13 09:51:54,492 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.929, mIoU: 0.619
2023-04-13 09:51:54,563 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:51:54,633 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.928, mIoU: 0.616
2023-04-13 09:51:54,702 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-13 09:51:54,769 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 09:51:54,838 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 09:51:54,907 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 09:51:54,976 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 09:51:55,044 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-13 09:51:55,111 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:51:55,178 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:51:55,245 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-13 09:51:55,312 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.928, mIoU: 0.616
2023-04-13 09:51:55,380 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:51:55,453 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:51:55,523 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:51:55,593 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 09:51:55,663 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:55,732 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.928, mIoU: 0.619
2023-04-13 09:51:55,801 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:55,866 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:55,934 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:56,001 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 09:51:57,350 semantic_segmentation INFO: Overall validation pixAcc: 93.420, mIoU: 62.447
2023-04-13 09:52:06,139 semantic_segmentation INFO: Iters: 2410/40000 || Lr: 0.018918 || Task Loss: 0.3688 || KD Loss: 0.4430|| Cost Time: 0:37:51 || Estimated Time: 9:50:28
2023-04-13 09:52:14,914 semantic_segmentation INFO: Iters: 2420/40000 || Lr: 0.018914 || Task Loss: 0.4576 || KD Loss: 0.4577|| Cost Time: 0:38:00 || Estimated Time: 9:50:08
2023-04-13 09:52:23,733 semantic_segmentation INFO: Iters: 2430/40000 || Lr: 0.018909 || Task Loss: 0.4323 || KD Loss: 0.4162|| Cost Time: 0:38:09 || Estimated Time: 9:49:50
2023-04-13 09:52:32,515 semantic_segmentation INFO: Iters: 2440/40000 || Lr: 0.018905 || Task Loss: 0.3700 || KD Loss: 0.4566|| Cost Time: 0:38:18 || Estimated Time: 9:49:30
2023-04-13 09:52:41,330 semantic_segmentation INFO: Iters: 2450/40000 || Lr: 0.018900 || Task Loss: 0.3163 || KD Loss: 0.3627|| Cost Time: 0:38:26 || Estimated Time: 9:49:12
2023-04-13 09:52:50,059 semantic_segmentation INFO: Iters: 2460/40000 || Lr: 0.018896 || Task Loss: 0.3203 || KD Loss: 0.3956|| Cost Time: 0:38:35 || Estimated Time: 9:48:52
2023-04-13 09:52:58,956 semantic_segmentation INFO: Iters: 2470/40000 || Lr: 0.018891 || Task Loss: 0.3361 || KD Loss: 0.3610|| Cost Time: 0:38:44 || Estimated Time: 9:48:35
2023-04-13 09:53:07,874 semantic_segmentation INFO: Iters: 2480/40000 || Lr: 0.018887 || Task Loss: 0.3015 || KD Loss: 0.3738|| Cost Time: 0:38:53 || Estimated Time: 9:48:18
2023-04-13 09:53:16,807 semantic_segmentation INFO: Iters: 2490/40000 || Lr: 0.018882 || Task Loss: 0.3513 || KD Loss: 0.3812|| Cost Time: 0:39:02 || Estimated Time: 9:48:01
2023-04-13 09:53:25,623 semantic_segmentation INFO: Iters: 2500/40000 || Lr: 0.018877 || Task Loss: 0.2662 || KD Loss: 0.3793|| Cost Time: 0:39:11 || Estimated Time: 9:47:43
2023-04-13 09:53:34,421 semantic_segmentation INFO: Iters: 2510/40000 || Lr: 0.018873 || Task Loss: 0.3220 || KD Loss: 0.4070|| Cost Time: 0:39:19 || Estimated Time: 9:47:25
2023-04-13 09:53:43,475 semantic_segmentation INFO: Iters: 2520/40000 || Lr: 0.018868 || Task Loss: 0.4296 || KD Loss: 0.4238|| Cost Time: 0:39:29 || Estimated Time: 9:47:10
2023-04-13 09:53:52,455 semantic_segmentation INFO: Iters: 2530/40000 || Lr: 0.018864 || Task Loss: 0.4012 || KD Loss: 0.4488|| Cost Time: 0:39:38 || Estimated Time: 9:46:54
2023-04-13 09:54:01,457 semantic_segmentation INFO: Iters: 2540/40000 || Lr: 0.018859 || Task Loss: 0.4108 || KD Loss: 0.3659|| Cost Time: 0:39:47 || Estimated Time: 9:46:39
2023-04-13 09:54:10,457 semantic_segmentation INFO: Iters: 2550/40000 || Lr: 0.018855 || Task Loss: 0.2876 || KD Loss: 0.4179|| Cost Time: 0:39:56 || Estimated Time: 9:46:24
2023-04-13 09:54:19,449 semantic_segmentation INFO: Iters: 2560/40000 || Lr: 0.018850 || Task Loss: 0.3103 || KD Loss: 0.3294|| Cost Time: 0:40:05 || Estimated Time: 9:46:08
2023-04-13 09:54:28,354 semantic_segmentation INFO: Iters: 2570/40000 || Lr: 0.018846 || Task Loss: 0.2484 || KD Loss: 0.4187|| Cost Time: 0:40:13 || Estimated Time: 9:45:52
2023-04-13 09:54:37,366 semantic_segmentation INFO: Iters: 2580/40000 || Lr: 0.018841 || Task Loss: 0.2791 || KD Loss: 0.3590|| Cost Time: 0:40:22 || Estimated Time: 9:45:37
2023-04-13 09:54:46,128 semantic_segmentation INFO: Iters: 2590/40000 || Lr: 0.018837 || Task Loss: 0.2230 || KD Loss: 0.3876|| Cost Time: 0:40:31 || Estimated Time: 9:45:19
2023-04-13 09:54:55,183 semantic_segmentation INFO: Iters: 2600/40000 || Lr: 0.018832 || Task Loss: 0.3847 || KD Loss: 0.5222|| Cost Time: 0:40:40 || Estimated Time: 9:45:04
2023-04-13 09:55:04,032 semantic_segmentation INFO: Iters: 2610/40000 || Lr: 0.018828 || Task Loss: 0.3530 || KD Loss: 0.4253|| Cost Time: 0:40:49 || Estimated Time: 9:44:47
2023-04-13 09:55:13,133 semantic_segmentation INFO: Iters: 2620/40000 || Lr: 0.018823 || Task Loss: 0.3836 || KD Loss: 0.4192|| Cost Time: 0:40:58 || Estimated Time: 9:44:34
2023-04-13 09:55:22,142 semantic_segmentation INFO: Iters: 2630/40000 || Lr: 0.018819 || Task Loss: 0.3392 || KD Loss: 0.4800|| Cost Time: 0:41:07 || Estimated Time: 9:44:19
2023-04-13 09:55:31,122 semantic_segmentation INFO: Iters: 2640/40000 || Lr: 0.018814 || Task Loss: 0.4514 || KD Loss: 0.5264|| Cost Time: 0:41:16 || Estimated Time: 9:44:04
2023-04-13 09:55:40,077 semantic_segmentation INFO: Iters: 2650/40000 || Lr: 0.018810 || Task Loss: 0.3740 || KD Loss: 0.4560|| Cost Time: 0:41:25 || Estimated Time: 9:43:49
2023-04-13 09:55:49,031 semantic_segmentation INFO: Iters: 2660/40000 || Lr: 0.018805 || Task Loss: 0.3819 || KD Loss: 0.3999|| Cost Time: 0:41:34 || Estimated Time: 9:43:33
2023-04-13 09:55:57,984 semantic_segmentation INFO: Iters: 2670/40000 || Lr: 0.018801 || Task Loss: 0.3131 || KD Loss: 0.4472|| Cost Time: 0:41:43 || Estimated Time: 9:43:18
2023-04-13 09:56:06,991 semantic_segmentation INFO: Iters: 2680/40000 || Lr: 0.018796 || Task Loss: 0.2971 || KD Loss: 0.3657|| Cost Time: 0:41:52 || Estimated Time: 9:43:04
2023-04-13 09:56:15,972 semantic_segmentation INFO: Iters: 2690/40000 || Lr: 0.018792 || Task Loss: 0.4304 || KD Loss: 0.5028|| Cost Time: 0:42:01 || Estimated Time: 9:42:49
2023-04-13 09:56:24,878 semantic_segmentation INFO: Iters: 2700/40000 || Lr: 0.018787 || Task Loss: 0.3807 || KD Loss: 0.4004|| Cost Time: 0:42:10 || Estimated Time: 9:42:33
2023-04-13 09:56:33,827 semantic_segmentation INFO: Iters: 2710/40000 || Lr: 0.018783 || Task Loss: 0.3436 || KD Loss: 0.3786|| Cost Time: 0:42:19 || Estimated Time: 9:42:18
2023-04-13 09:56:42,774 semantic_segmentation INFO: Iters: 2720/40000 || Lr: 0.018778 || Task Loss: 0.4003 || KD Loss: 0.4569|| Cost Time: 0:42:28 || Estimated Time: 9:42:03
2023-04-13 09:56:51,807 semantic_segmentation INFO: Iters: 2730/40000 || Lr: 0.018774 || Task Loss: 0.3283 || KD Loss: 0.3811|| Cost Time: 0:42:37 || Estimated Time: 9:41:49
2023-04-13 09:57:00,801 semantic_segmentation INFO: Iters: 2740/40000 || Lr: 0.018769 || Task Loss: 0.5458 || KD Loss: 0.5296|| Cost Time: 0:42:46 || Estimated Time: 9:41:34
2023-04-13 09:57:09,793 semantic_segmentation INFO: Iters: 2750/40000 || Lr: 0.018765 || Task Loss: 0.2292 || KD Loss: 0.3462|| Cost Time: 0:42:55 || Estimated Time: 9:41:20
2023-04-13 09:57:18,696 semantic_segmentation INFO: Iters: 2760/40000 || Lr: 0.018760 || Task Loss: 0.3967 || KD Loss: 0.4596|| Cost Time: 0:43:04 || Estimated Time: 9:41:04
2023-04-13 09:57:27,642 semantic_segmentation INFO: Iters: 2770/40000 || Lr: 0.018756 || Task Loss: 0.3256 || KD Loss: 0.3943|| Cost Time: 0:43:13 || Estimated Time: 9:40:49
2023-04-13 09:57:36,668 semantic_segmentation INFO: Iters: 2780/40000 || Lr: 0.018751 || Task Loss: 0.3044 || KD Loss: 0.3980|| Cost Time: 0:43:22 || Estimated Time: 9:40:35
2023-04-13 09:57:45,668 semantic_segmentation INFO: Iters: 2790/40000 || Lr: 0.018747 || Task Loss: 0.2978 || KD Loss: 0.4318|| Cost Time: 0:43:31 || Estimated Time: 9:40:21
2023-04-13 09:57:54,311 semantic_segmentation INFO: Iters: 2800/40000 || Lr: 0.018742 || Task Loss: 0.2597 || KD Loss: 0.3568|| Cost Time: 0:43:39 || Estimated Time: 9:40:03
2023-04-13 09:57:54,637 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 09:57:59,564 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.395
2023-04-13 09:58:01,479 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.482
2023-04-13 09:58:01,854 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.466
2023-04-13 09:58:02,180 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.493
2023-04-13 09:58:02,480 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.487
2023-04-13 09:58:02,662 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.489
2023-04-13 09:58:02,800 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.537
2023-04-13 09:58:02,933 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.582
2023-04-13 09:58:03,056 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.612
2023-04-13 09:58:03,175 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.650
2023-04-13 09:58:03,283 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.648
2023-04-13 09:58:03,376 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.642
2023-04-13 09:58:03,465 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.638
2023-04-13 09:58:03,547 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.636
2023-04-13 09:58:03,619 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.614
2023-04-13 09:58:03,705 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.608
2023-04-13 09:58:03,777 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.609
2023-04-13 09:58:03,852 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.611
2023-04-13 09:58:03,925 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.618
2023-04-13 09:58:03,995 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.624
2023-04-13 09:58:04,071 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.628
2023-04-13 09:58:04,147 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-13 09:58:04,218 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-13 09:58:04,289 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.634
2023-04-13 09:58:04,359 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 09:58:04,432 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 09:58:04,513 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-13 09:58:04,589 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-13 09:58:04,661 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 09:58:04,732 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 09:58:04,805 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 09:58:04,886 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 09:58:04,956 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 09:58:05,028 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 09:58:05,103 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 09:58:05,172 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 09:58:05,242 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 09:58:05,323 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 09:58:05,394 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-13 09:58:05,468 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 09:58:05,543 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 09:58:05,620 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-13 09:58:05,696 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 09:58:05,774 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 09:58:05,848 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-13 09:58:05,918 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 09:58:05,990 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-13 09:58:06,062 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-13 09:58:06,137 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-13 09:58:06,211 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.642
2023-04-13 09:58:06,288 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-13 09:58:06,362 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 09:58:06,436 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-13 09:58:06,512 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-13 09:58:06,594 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-13 09:58:06,670 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-13 09:58:06,743 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-13 09:58:06,815 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 09:58:06,888 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 09:58:06,968 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 09:58:07,044 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 09:58:07,120 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 09:58:07,196 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 09:58:07,267 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 09:58:07,340 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 09:58:07,426 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 09:58:07,510 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-13 09:58:07,582 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-13 09:58:07,657 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:07,739 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:07,816 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:07,893 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-13 09:58:07,965 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.644
2023-04-13 09:58:08,038 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:08,113 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:08,188 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:08,260 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:08,336 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:08,410 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:08,483 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-13 09:58:08,556 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 09:58:08,632 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-13 09:58:08,706 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 09:58:08,775 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 09:58:08,843 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-13 09:58:08,912 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-13 09:58:08,982 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-13 09:58:09,052 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-13 09:58:09,123 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-13 09:58:09,195 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.642
2023-04-13 09:58:09,264 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.642
2023-04-13 09:58:09,337 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.653
2023-04-13 09:58:09,407 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.652
2023-04-13 09:58:09,479 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.652
2023-04-13 09:58:09,555 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.926, mIoU: 0.653
2023-04-13 09:58:09,631 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-13 09:58:09,710 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-13 09:58:09,785 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-13 09:58:09,864 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.651
2023-04-13 09:58:09,939 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.651
2023-04-13 09:58:10,020 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.651
2023-04-13 09:58:10,092 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.649
2023-04-13 09:58:10,161 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.649
2023-04-13 09:58:10,238 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.649
2023-04-13 09:58:10,313 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.649
2023-04-13 09:58:10,388 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.649
2023-04-13 09:58:10,461 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.649
2023-04-13 09:58:10,535 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.650
2023-04-13 09:58:10,612 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.650
2023-04-13 09:58:10,685 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.649
2023-04-13 09:58:10,759 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.649
2023-04-13 09:58:10,833 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.649
2023-04-13 09:58:10,903 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.649
2023-04-13 09:58:10,972 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 09:58:11,043 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 09:58:11,115 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-13 09:58:11,189 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.648
2023-04-13 09:58:11,269 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-13 09:58:11,352 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.639
2023-04-13 09:58:11,430 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.639
2023-04-13 09:58:11,503 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.638
2023-04-13 09:58:11,579 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-13 09:58:11,653 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-13 09:58:11,733 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.640
2023-04-13 09:58:11,805 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.641
2023-04-13 09:58:11,884 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-13 09:58:11,959 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.644
2023-04-13 09:58:12,039 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.925, mIoU: 0.644
2023-04-13 09:58:12,112 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.925, mIoU: 0.644
2023-04-13 09:58:12,185 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.926, mIoU: 0.644
2023-04-13 09:58:12,256 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.926, mIoU: 0.644
2023-04-13 09:58:12,330 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.926, mIoU: 0.644
2023-04-13 09:58:12,402 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.926, mIoU: 0.644
2023-04-13 09:58:12,477 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.927, mIoU: 0.644
2023-04-13 09:58:12,551 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:12,626 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:12,702 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:12,778 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.643
2023-04-13 09:58:12,859 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-13 09:58:12,934 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-13 09:58:13,005 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.644
2023-04-13 09:58:13,076 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-13 09:58:13,153 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-13 09:58:13,223 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-13 09:58:13,293 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.926, mIoU: 0.642
2023-04-13 09:58:13,364 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-13 09:58:13,438 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-13 09:58:13,510 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-13 09:58:13,581 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-13 09:58:13,660 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.645
2023-04-13 09:58:13,736 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 09:58:13,814 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 09:58:13,888 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 09:58:13,959 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-13 09:58:14,035 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 09:58:14,109 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 09:58:14,184 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 09:58:14,259 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 09:58:14,339 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 09:58:14,411 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 09:58:14,488 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-13 09:58:14,570 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-13 09:58:14,648 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:14,722 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:14,794 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:14,870 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:14,942 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-13 09:58:15,015 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:15,086 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:15,162 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:15,237 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:15,313 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:15,395 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 09:58:15,475 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:15,546 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:15,615 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:15,689 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:15,766 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:15,842 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:15,919 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:15,993 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:16,067 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 09:58:16,145 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:16,214 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:16,285 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:16,356 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:16,431 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-13 09:58:16,504 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-13 09:58:16,583 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:16,669 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:16,743 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:16,821 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-13 09:58:16,902 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 09:58:16,976 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 09:58:17,049 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 09:58:17,128 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-13 09:58:17,205 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:17,278 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:17,355 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-13 09:58:17,426 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-13 09:58:17,497 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 09:58:17,573 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 09:58:17,647 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 09:58:17,726 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 09:58:17,811 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 09:58:17,890 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 09:58:17,968 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 09:58:18,047 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-13 09:58:18,127 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 09:58:18,201 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 09:58:18,277 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 09:58:18,358 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 09:58:18,433 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 09:58:18,503 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 09:58:18,578 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 09:58:18,654 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 09:58:18,730 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 09:58:18,807 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 09:58:18,880 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 09:58:18,949 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 09:58:19,018 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 09:58:19,087 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-13 09:58:19,155 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-13 09:58:19,222 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-13 09:58:19,287 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-13 09:58:19,356 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 09:58:19,420 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 09:58:19,488 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 09:58:19,554 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-13 09:58:19,617 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 09:58:19,681 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 09:58:19,743 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 09:58:19,806 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 09:58:19,869 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 09:58:19,933 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 09:58:19,999 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 09:58:20,071 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 09:58:20,142 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 09:58:20,214 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 09:58:20,287 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 09:58:20,359 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 09:58:20,430 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 09:58:20,497 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 09:58:20,567 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 09:58:20,635 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-13 09:58:20,703 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 09:58:20,770 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-13 09:58:20,836 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-13 09:58:20,907 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-13 09:58:20,977 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-13 09:58:22,237 semantic_segmentation INFO: Overall validation pixAcc: 93.750, mIoU: 64.902
2023-04-13 09:58:30,939 semantic_segmentation INFO: Iters: 2810/40000 || Lr: 0.018738 || Task Loss: 0.4238 || KD Loss: 0.6040|| Cost Time: 0:44:16 || Estimated Time: 9:45:54
2023-04-13 09:58:39,915 semantic_segmentation INFO: Iters: 2820/40000 || Lr: 0.018733 || Task Loss: 0.3722 || KD Loss: 0.3614|| Cost Time: 0:44:25 || Estimated Time: 9:45:38
2023-04-13 09:58:48,569 semantic_segmentation INFO: Iters: 2830/40000 || Lr: 0.018729 || Task Loss: 0.2143 || KD Loss: 0.3307|| Cost Time: 0:44:34 || Estimated Time: 9:45:19
2023-04-13 09:58:57,565 semantic_segmentation INFO: Iters: 2840/40000 || Lr: 0.018724 || Task Loss: 0.3318 || KD Loss: 0.3943|| Cost Time: 0:44:43 || Estimated Time: 9:45:03
2023-04-13 09:59:06,566 semantic_segmentation INFO: Iters: 2850/40000 || Lr: 0.018720 || Task Loss: 0.6283 || KD Loss: 0.4154|| Cost Time: 0:44:52 || Estimated Time: 9:44:48
2023-04-13 09:59:15,495 semantic_segmentation INFO: Iters: 2860/40000 || Lr: 0.018715 || Task Loss: 0.4394 || KD Loss: 0.4522|| Cost Time: 0:45:01 || Estimated Time: 9:44:32
2023-04-13 09:59:24,429 semantic_segmentation INFO: Iters: 2870/40000 || Lr: 0.018711 || Task Loss: 0.4219 || KD Loss: 0.5100|| Cost Time: 0:45:09 || Estimated Time: 9:44:16
2023-04-13 09:59:33,420 semantic_segmentation INFO: Iters: 2880/40000 || Lr: 0.018706 || Task Loss: 0.4303 || KD Loss: 0.5269|| Cost Time: 0:45:18 || Estimated Time: 9:44:00
2023-04-13 09:59:42,310 semantic_segmentation INFO: Iters: 2890/40000 || Lr: 0.018702 || Task Loss: 0.2425 || KD Loss: 0.4123|| Cost Time: 0:45:27 || Estimated Time: 9:43:44
2023-04-13 09:59:51,344 semantic_segmentation INFO: Iters: 2900/40000 || Lr: 0.018697 || Task Loss: 0.2288 || KD Loss: 0.4365|| Cost Time: 0:45:36 || Estimated Time: 9:43:29
2023-04-13 10:00:00,278 semantic_segmentation INFO: Iters: 2910/40000 || Lr: 0.018693 || Task Loss: 0.3862 || KD Loss: 0.4487|| Cost Time: 0:45:45 || Estimated Time: 9:43:13
2023-04-13 10:00:09,283 semantic_segmentation INFO: Iters: 2920/40000 || Lr: 0.018688 || Task Loss: 0.3474 || KD Loss: 0.4784|| Cost Time: 0:45:54 || Estimated Time: 9:42:59
2023-04-13 10:00:18,181 semantic_segmentation INFO: Iters: 2930/40000 || Lr: 0.018684 || Task Loss: 0.5095 || KD Loss: 0.4198|| Cost Time: 0:46:03 || Estimated Time: 9:42:42
2023-04-13 10:00:27,142 semantic_segmentation INFO: Iters: 2940/40000 || Lr: 0.018679 || Task Loss: 0.3436 || KD Loss: 0.4729|| Cost Time: 0:46:12 || Estimated Time: 9:42:27
2023-04-13 10:00:36,092 semantic_segmentation INFO: Iters: 2950/40000 || Lr: 0.018675 || Task Loss: 0.4598 || KD Loss: 0.4365|| Cost Time: 0:46:21 || Estimated Time: 9:42:12
2023-04-13 10:00:45,139 semantic_segmentation INFO: Iters: 2960/40000 || Lr: 0.018670 || Task Loss: 0.3207 || KD Loss: 0.4403|| Cost Time: 0:46:30 || Estimated Time: 9:41:58
2023-04-13 10:00:54,141 semantic_segmentation INFO: Iters: 2970/40000 || Lr: 0.018666 || Task Loss: 0.2920 || KD Loss: 0.4824|| Cost Time: 0:46:39 || Estimated Time: 9:41:43
2023-04-13 10:01:03,111 semantic_segmentation INFO: Iters: 2980/40000 || Lr: 0.018661 || Task Loss: 0.2712 || KD Loss: 0.3290|| Cost Time: 0:46:48 || Estimated Time: 9:41:27
2023-04-13 10:01:12,132 semantic_segmentation INFO: Iters: 2990/40000 || Lr: 0.018657 || Task Loss: 0.2214 || KD Loss: 0.3919|| Cost Time: 0:46:57 || Estimated Time: 9:41:13
2023-04-13 10:01:21,164 semantic_segmentation INFO: Iters: 3000/40000 || Lr: 0.018652 || Task Loss: 0.3410 || KD Loss: 0.3736|| Cost Time: 0:47:06 || Estimated Time: 9:40:59
2023-04-13 10:01:30,178 semantic_segmentation INFO: Iters: 3010/40000 || Lr: 0.018648 || Task Loss: 0.2141 || KD Loss: 0.3626|| Cost Time: 0:47:15 || Estimated Time: 9:40:45
2023-04-13 10:01:39,155 semantic_segmentation INFO: Iters: 3020/40000 || Lr: 0.018643 || Task Loss: 0.2862 || KD Loss: 0.3537|| Cost Time: 0:47:24 || Estimated Time: 9:40:30
2023-04-13 10:01:48,107 semantic_segmentation INFO: Iters: 3030/40000 || Lr: 0.018638 || Task Loss: 0.5470 || KD Loss: 0.5145|| Cost Time: 0:47:33 || Estimated Time: 9:40:14
2023-04-13 10:01:57,197 semantic_segmentation INFO: Iters: 3040/40000 || Lr: 0.018634 || Task Loss: 0.3471 || KD Loss: 0.3792|| Cost Time: 0:47:42 || Estimated Time: 9:40:01
2023-04-13 10:02:06,187 semantic_segmentation INFO: Iters: 3050/40000 || Lr: 0.018629 || Task Loss: 0.3293 || KD Loss: 0.3865|| Cost Time: 0:47:51 || Estimated Time: 9:39:47
2023-04-13 10:02:15,211 semantic_segmentation INFO: Iters: 3060/40000 || Lr: 0.018625 || Task Loss: 0.2721 || KD Loss: 0.3365|| Cost Time: 0:48:00 || Estimated Time: 9:39:32
2023-04-13 10:02:24,051 semantic_segmentation INFO: Iters: 3070/40000 || Lr: 0.018620 || Task Loss: 0.4924 || KD Loss: 0.4837|| Cost Time: 0:48:09 || Estimated Time: 9:39:16
2023-04-13 10:02:33,222 semantic_segmentation INFO: Iters: 3080/40000 || Lr: 0.018616 || Task Loss: 0.2792 || KD Loss: 0.3758|| Cost Time: 0:48:18 || Estimated Time: 9:39:04
2023-04-13 10:02:42,317 semantic_segmentation INFO: Iters: 3090/40000 || Lr: 0.018611 || Task Loss: 0.2639 || KD Loss: 0.3686|| Cost Time: 0:48:27 || Estimated Time: 9:38:51
2023-04-13 10:02:51,344 semantic_segmentation INFO: Iters: 3100/40000 || Lr: 0.018607 || Task Loss: 0.3496 || KD Loss: 0.4418|| Cost Time: 0:48:36 || Estimated Time: 9:38:37
2023-04-13 10:03:00,396 semantic_segmentation INFO: Iters: 3110/40000 || Lr: 0.018602 || Task Loss: 0.3415 || KD Loss: 0.5119|| Cost Time: 0:48:45 || Estimated Time: 9:38:23
2023-04-13 10:03:09,283 semantic_segmentation INFO: Iters: 3120/40000 || Lr: 0.018598 || Task Loss: 0.4644 || KD Loss: 0.3711|| Cost Time: 0:48:54 || Estimated Time: 9:38:08
2023-04-13 10:03:18,311 semantic_segmentation INFO: Iters: 3130/40000 || Lr: 0.018593 || Task Loss: 0.2733 || KD Loss: 0.4080|| Cost Time: 0:49:03 || Estimated Time: 9:37:53
2023-04-13 10:03:27,334 semantic_segmentation INFO: Iters: 3140/40000 || Lr: 0.018589 || Task Loss: 0.3109 || KD Loss: 0.3596|| Cost Time: 0:49:12 || Estimated Time: 9:37:40
2023-04-13 10:03:36,408 semantic_segmentation INFO: Iters: 3150/40000 || Lr: 0.018584 || Task Loss: 0.7923 || KD Loss: 0.5232|| Cost Time: 0:49:21 || Estimated Time: 9:37:26
2023-04-13 10:03:45,482 semantic_segmentation INFO: Iters: 3160/40000 || Lr: 0.018580 || Task Loss: 0.3131 || KD Loss: 0.3976|| Cost Time: 0:49:31 || Estimated Time: 9:37:13
2023-04-13 10:03:54,576 semantic_segmentation INFO: Iters: 3170/40000 || Lr: 0.018575 || Task Loss: 0.4744 || KD Loss: 0.4946|| Cost Time: 0:49:40 || Estimated Time: 9:37:00
2023-04-13 10:04:03,658 semantic_segmentation INFO: Iters: 3180/40000 || Lr: 0.018571 || Task Loss: 0.3347 || KD Loss: 0.4287|| Cost Time: 0:49:49 || Estimated Time: 9:36:47
2023-04-13 10:04:12,673 semantic_segmentation INFO: Iters: 3190/40000 || Lr: 0.018566 || Task Loss: 0.2786 || KD Loss: 0.4087|| Cost Time: 0:49:58 || Estimated Time: 9:36:33
2023-04-13 10:04:21,676 semantic_segmentation INFO: Iters: 3200/40000 || Lr: 0.018562 || Task Loss: 0.3700 || KD Loss: 0.4291|| Cost Time: 0:50:07 || Estimated Time: 9:36:19
2023-04-13 10:04:21,979 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 10:04:29,839 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.924, mIoU: 0.367
2023-04-13 10:04:31,607 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.946, mIoU: 0.455
2023-04-13 10:04:31,772 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.474
2023-04-13 10:04:31,952 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.954, mIoU: 0.512
2023-04-13 10:04:32,058 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.501
2023-04-13 10:04:32,158 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.505
2023-04-13 10:04:32,271 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.540
2023-04-13 10:04:32,371 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.539
2023-04-13 10:04:32,475 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.536
2023-04-13 10:04:32,556 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.568
2023-04-13 10:04:32,632 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.574
2023-04-13 10:04:32,707 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.618
2023-04-13 10:04:32,780 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.622
2023-04-13 10:04:32,855 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.622
2023-04-13 10:04:32,926 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.629
2023-04-13 10:04:32,999 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.625
2023-04-13 10:04:33,074 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.626
2023-04-13 10:04:33,145 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.632
2023-04-13 10:04:33,218 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.638
2023-04-13 10:04:33,293 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.646
2023-04-13 10:04:33,367 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.649
2023-04-13 10:04:33,441 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-13 10:04:33,516 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-13 10:04:33,590 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:04:33,663 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.657
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2023-04-13 10:04:36,004 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.645
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2023-04-13 10:04:38,028 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.650
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2023-04-13 10:04:48,194 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-13 10:04:48,267 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-13 10:04:48,337 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-13 10:04:48,406 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.933, mIoU: 0.641
2023-04-13 10:04:48,475 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.933, mIoU: 0.641
2023-04-13 10:04:48,541 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-13 10:04:48,609 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-13 10:04:48,676 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-13 10:04:48,740 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 10:04:48,805 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:48,870 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:48,934 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:49,000 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:49,065 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:49,134 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:49,207 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:49,277 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:49,347 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:49,417 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:49,487 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 10:04:49,554 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 10:04:49,621 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 10:04:49,685 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 10:04:49,753 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-13 10:04:49,823 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-13 10:04:49,892 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.933, mIoU: 0.641
2023-04-13 10:04:49,965 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-13 10:04:50,031 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 10:04:50,100 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 10:04:50,169 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 10:04:51,574 semantic_segmentation INFO: Overall validation pixAcc: 93.791, mIoU: 64.961
2023-04-13 10:05:00,628 semantic_segmentation INFO: Iters: 3210/40000 || Lr: 0.018557 || Task Loss: 0.4601 || KD Loss: 0.5254|| Cost Time: 0:50:46 || Estimated Time: 9:41:49
2023-04-13 10:05:09,183 semantic_segmentation INFO: Iters: 3220/40000 || Lr: 0.018553 || Task Loss: 0.2955 || KD Loss: 0.4162|| Cost Time: 0:50:54 || Estimated Time: 9:41:29
2023-04-13 10:05:18,060 semantic_segmentation INFO: Iters: 3230/40000 || Lr: 0.018548 || Task Loss: 0.5743 || KD Loss: 0.4510|| Cost Time: 0:51:03 || Estimated Time: 9:41:12
2023-04-13 10:05:26,974 semantic_segmentation INFO: Iters: 3240/40000 || Lr: 0.018544 || Task Loss: 0.2999 || KD Loss: 0.3796|| Cost Time: 0:51:12 || Estimated Time: 9:40:56
2023-04-13 10:05:35,851 semantic_segmentation INFO: Iters: 3250/40000 || Lr: 0.018539 || Task Loss: 0.2900 || KD Loss: 0.3643|| Cost Time: 0:51:21 || Estimated Time: 9:40:40
2023-04-13 10:05:44,824 semantic_segmentation INFO: Iters: 3260/40000 || Lr: 0.018535 || Task Loss: 0.3227 || KD Loss: 0.4701|| Cost Time: 0:51:30 || Estimated Time: 9:40:25
2023-04-13 10:05:53,749 semantic_segmentation INFO: Iters: 3270/40000 || Lr: 0.018530 || Task Loss: 0.4128 || KD Loss: 0.4767|| Cost Time: 0:51:39 || Estimated Time: 9:40:09
2023-04-13 10:06:02,712 semantic_segmentation INFO: Iters: 3280/40000 || Lr: 0.018526 || Task Loss: 0.2355 || KD Loss: 0.3526|| Cost Time: 0:51:48 || Estimated Time: 9:39:54
2023-04-13 10:06:11,638 semantic_segmentation INFO: Iters: 3290/40000 || Lr: 0.018521 || Task Loss: 0.4743 || KD Loss: 0.4458|| Cost Time: 0:51:57 || Estimated Time: 9:39:38
2023-04-13 10:06:20,576 semantic_segmentation INFO: Iters: 3300/40000 || Lr: 0.018517 || Task Loss: 0.2542 || KD Loss: 0.3324|| Cost Time: 0:52:06 || Estimated Time: 9:39:23
2023-04-13 10:06:29,563 semantic_segmentation INFO: Iters: 3310/40000 || Lr: 0.018512 || Task Loss: 0.3141 || KD Loss: 0.5235|| Cost Time: 0:52:15 || Estimated Time: 9:39:08
2023-04-13 10:06:38,564 semantic_segmentation INFO: Iters: 3320/40000 || Lr: 0.018508 || Task Loss: 0.2870 || KD Loss: 0.4076|| Cost Time: 0:52:24 || Estimated Time: 9:38:53
2023-04-13 10:06:47,567 semantic_segmentation INFO: Iters: 3330/40000 || Lr: 0.018503 || Task Loss: 0.3001 || KD Loss: 0.4711|| Cost Time: 0:52:33 || Estimated Time: 9:38:39
2023-04-13 10:06:56,508 semantic_segmentation INFO: Iters: 3340/40000 || Lr: 0.018499 || Task Loss: 0.4792 || KD Loss: 0.5021|| Cost Time: 0:52:42 || Estimated Time: 9:38:23
2023-04-13 10:07:05,583 semantic_segmentation INFO: Iters: 3350/40000 || Lr: 0.018494 || Task Loss: 0.2801 || KD Loss: 0.4632|| Cost Time: 0:52:51 || Estimated Time: 9:38:10
2023-04-13 10:07:14,530 semantic_segmentation INFO: Iters: 3360/40000 || Lr: 0.018489 || Task Loss: 0.4461 || KD Loss: 0.4018|| Cost Time: 0:53:00 || Estimated Time: 9:37:54
2023-04-13 10:07:23,578 semantic_segmentation INFO: Iters: 3370/40000 || Lr: 0.018485 || Task Loss: 0.5454 || KD Loss: 0.4626|| Cost Time: 0:53:09 || Estimated Time: 9:37:40
2023-04-13 10:07:32,564 semantic_segmentation INFO: Iters: 3380/40000 || Lr: 0.018480 || Task Loss: 0.3804 || KD Loss: 0.5200|| Cost Time: 0:53:18 || Estimated Time: 9:37:26
2023-04-13 10:07:41,463 semantic_segmentation INFO: Iters: 3390/40000 || Lr: 0.018476 || Task Loss: 0.3239 || KD Loss: 0.3693|| Cost Time: 0:53:27 || Estimated Time: 9:37:11
2023-04-13 10:07:50,492 semantic_segmentation INFO: Iters: 3400/40000 || Lr: 0.018471 || Task Loss: 0.4029 || KD Loss: 0.4363|| Cost Time: 0:53:36 || Estimated Time: 9:36:56
2023-04-13 10:07:59,584 semantic_segmentation INFO: Iters: 3410/40000 || Lr: 0.018467 || Task Loss: 0.3707 || KD Loss: 0.4212|| Cost Time: 0:53:45 || Estimated Time: 9:36:43
2023-04-13 10:08:08,516 semantic_segmentation INFO: Iters: 3420/40000 || Lr: 0.018462 || Task Loss: 0.3417 || KD Loss: 0.3896|| Cost Time: 0:53:54 || Estimated Time: 9:36:28
2023-04-13 10:08:17,629 semantic_segmentation INFO: Iters: 3430/40000 || Lr: 0.018458 || Task Loss: 0.2722 || KD Loss: 0.3325|| Cost Time: 0:54:03 || Estimated Time: 9:36:15
2023-04-13 10:08:26,634 semantic_segmentation INFO: Iters: 3440/40000 || Lr: 0.018453 || Task Loss: 0.4646 || KD Loss: 0.4648|| Cost Time: 0:54:12 || Estimated Time: 9:36:00
2023-04-13 10:08:35,734 semantic_segmentation INFO: Iters: 3450/40000 || Lr: 0.018449 || Task Loss: 0.2271 || KD Loss: 0.3952|| Cost Time: 0:54:21 || Estimated Time: 9:35:47
2023-04-13 10:08:44,755 semantic_segmentation INFO: Iters: 3460/40000 || Lr: 0.018444 || Task Loss: 0.2882 || KD Loss: 0.3848|| Cost Time: 0:54:30 || Estimated Time: 9:35:33
2023-04-13 10:08:53,766 semantic_segmentation INFO: Iters: 3470/40000 || Lr: 0.018440 || Task Loss: 0.3146 || KD Loss: 0.3604|| Cost Time: 0:54:39 || Estimated Time: 9:35:19
2023-04-13 10:09:02,791 semantic_segmentation INFO: Iters: 3480/40000 || Lr: 0.018435 || Task Loss: 0.6482 || KD Loss: 0.4596|| Cost Time: 0:54:48 || Estimated Time: 9:35:05
2023-04-13 10:09:11,849 semantic_segmentation INFO: Iters: 3490/40000 || Lr: 0.018431 || Task Loss: 0.3892 || KD Loss: 0.3710|| Cost Time: 0:54:57 || Estimated Time: 9:34:52
2023-04-13 10:09:20,906 semantic_segmentation INFO: Iters: 3500/40000 || Lr: 0.018426 || Task Loss: 0.3572 || KD Loss: 0.4476|| Cost Time: 0:55:06 || Estimated Time: 9:34:38
2023-04-13 10:09:29,841 semantic_segmentation INFO: Iters: 3510/40000 || Lr: 0.018422 || Task Loss: 0.2904 || KD Loss: 0.4006|| Cost Time: 0:55:15 || Estimated Time: 9:34:24
2023-04-13 10:09:38,962 semantic_segmentation INFO: Iters: 3520/40000 || Lr: 0.018417 || Task Loss: 0.2517 || KD Loss: 0.3882|| Cost Time: 0:55:24 || Estimated Time: 9:34:11
2023-04-13 10:09:48,019 semantic_segmentation INFO: Iters: 3530/40000 || Lr: 0.018413 || Task Loss: 0.3429 || KD Loss: 0.4392|| Cost Time: 0:55:33 || Estimated Time: 9:33:57
2023-04-13 10:09:57,040 semantic_segmentation INFO: Iters: 3540/40000 || Lr: 0.018408 || Task Loss: 0.2837 || KD Loss: 0.4195|| Cost Time: 0:55:42 || Estimated Time: 9:33:43
2023-04-13 10:10:06,050 semantic_segmentation INFO: Iters: 3550/40000 || Lr: 0.018404 || Task Loss: 0.3578 || KD Loss: 0.3532|| Cost Time: 0:55:51 || Estimated Time: 9:33:29
2023-04-13 10:10:15,107 semantic_segmentation INFO: Iters: 3560/40000 || Lr: 0.018399 || Task Loss: 0.2874 || KD Loss: 0.3291|| Cost Time: 0:56:00 || Estimated Time: 9:33:16
2023-04-13 10:10:24,196 semantic_segmentation INFO: Iters: 3570/40000 || Lr: 0.018395 || Task Loss: 0.4177 || KD Loss: 0.3497|| Cost Time: 0:56:09 || Estimated Time: 9:33:03
2023-04-13 10:10:33,218 semantic_segmentation INFO: Iters: 3580/40000 || Lr: 0.018390 || Task Loss: 0.2660 || KD Loss: 0.3192|| Cost Time: 0:56:18 || Estimated Time: 9:32:49
2023-04-13 10:10:42,260 semantic_segmentation INFO: Iters: 3590/40000 || Lr: 0.018386 || Task Loss: 0.3287 || KD Loss: 0.4388|| Cost Time: 0:56:27 || Estimated Time: 9:32:36
2023-04-13 10:10:51,280 semantic_segmentation INFO: Iters: 3600/40000 || Lr: 0.018381 || Task Loss: 0.3400 || KD Loss: 0.3044|| Cost Time: 0:56:36 || Estimated Time: 9:32:22
2023-04-13 10:10:51,563 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 10:11:02,229 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.930, mIoU: 0.357
2023-04-13 10:11:02,716 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.948, mIoU: 0.428
2023-04-13 10:11:03,019 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.950, mIoU: 0.445
2023-04-13 10:11:03,421 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.478
2023-04-13 10:11:03,691 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.463
2023-04-13 10:11:03,945 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.468
2023-04-13 10:11:04,209 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.944, mIoU: 0.471
2023-04-13 10:11:04,404 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.944, mIoU: 0.486
2023-04-13 10:11:04,671 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.946, mIoU: 0.530
2023-04-13 10:11:04,927 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.567
2023-04-13 10:11:05,895 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.571
2023-04-13 10:11:06,170 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.591
2023-04-13 10:11:06,462 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.606
2023-04-13 10:11:06,721 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.608
2023-04-13 10:11:06,929 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.935, mIoU: 0.591
2023-04-13 10:11:07,101 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.934, mIoU: 0.585
2023-04-13 10:11:07,263 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.933, mIoU: 0.588
2023-04-13 10:11:07,391 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.933, mIoU: 0.594
2023-04-13 10:11:07,515 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.934, mIoU: 0.603
2023-04-13 10:11:07,635 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.935, mIoU: 0.612
2023-04-13 10:11:07,736 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.617
2023-04-13 10:11:07,848 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.644
2023-04-13 10:11:07,947 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.643
2023-04-13 10:11:08,039 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.648
2023-04-13 10:11:08,128 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 10:11:08,198 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-13 10:11:08,269 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-13 10:11:08,340 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-13 10:11:08,411 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-13 10:11:08,485 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 10:11:08,560 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 10:11:08,633 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-13 10:11:08,706 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 10:11:08,776 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 10:11:08,850 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 10:11:08,930 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 10:11:09,000 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 10:11:09,070 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-13 10:11:09,139 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 10:11:09,207 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 10:11:09,279 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 10:11:09,352 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 10:11:09,426 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 10:11:09,498 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 10:11:09,569 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:11:09,658 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-13 10:11:09,746 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:11:09,819 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 10:11:09,899 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 10:11:09,974 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 10:11:10,045 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 10:11:10,120 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 10:11:10,197 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 10:11:10,270 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 10:11:10,345 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-13 10:11:10,421 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-13 10:11:10,498 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 10:11:10,570 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 10:11:10,642 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 10:11:10,709 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 10:11:10,780 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 10:11:10,857 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 10:11:10,928 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-13 10:11:10,997 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.928, mIoU: 0.656
2023-04-13 10:11:11,070 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.657
2023-04-13 10:11:11,146 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.658
2023-04-13 10:11:11,215 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.654
2023-04-13 10:11:11,290 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.924, mIoU: 0.653
2023-04-13 10:11:11,370 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.924, mIoU: 0.651
2023-04-13 10:11:11,448 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.649
2023-04-13 10:11:11,523 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.924, mIoU: 0.650
2023-04-13 10:11:11,593 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.924, mIoU: 0.648
2023-04-13 10:11:11,666 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.645
2023-04-13 10:11:11,759 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-13 10:11:11,828 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.925, mIoU: 0.646
2023-04-13 10:11:11,899 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.647
2023-04-13 10:11:11,973 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.925, mIoU: 0.646
2023-04-13 10:11:12,049 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.925, mIoU: 0.646
2023-04-13 10:11:12,124 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.646
2023-04-13 10:11:12,209 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.925, mIoU: 0.648
2023-04-13 10:11:12,285 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.650
2023-04-13 10:11:12,361 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.650
2023-04-13 10:11:12,435 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.925, mIoU: 0.649
2023-04-13 10:11:12,506 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.924, mIoU: 0.647
2023-04-13 10:11:12,581 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.921, mIoU: 0.644
2023-04-13 10:11:12,660 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.921, mIoU: 0.644
2023-04-13 10:11:12,735 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.921, mIoU: 0.644
2023-04-13 10:11:12,807 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.921, mIoU: 0.644
2023-04-13 10:11:12,879 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.643
2023-04-13 10:11:12,957 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.921, mIoU: 0.642
2023-04-13 10:11:13,034 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.642
2023-04-13 10:11:13,102 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.640
2023-04-13 10:11:13,171 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.639
2023-04-13 10:11:13,241 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:13,322 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:13,391 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.922, mIoU: 0.640
2023-04-13 10:11:13,464 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.922, mIoU: 0.640
2023-04-13 10:11:13,537 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.922, mIoU: 0.641
2023-04-13 10:11:13,613 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-13 10:11:13,686 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-13 10:11:13,758 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.638
2023-04-13 10:11:13,833 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.636
2023-04-13 10:11:13,908 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.919, mIoU: 0.637
2023-04-13 10:11:13,980 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.637
2023-04-13 10:11:14,053 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.637
2023-04-13 10:11:14,123 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.637
2023-04-13 10:11:14,197 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.637
2023-04-13 10:11:14,268 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.638
2023-04-13 10:11:14,339 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.920, mIoU: 0.637
2023-04-13 10:11:14,414 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.919, mIoU: 0.636
2023-04-13 10:11:14,489 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.919, mIoU: 0.636
2023-04-13 10:11:14,561 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.919, mIoU: 0.635
2023-04-13 10:11:14,633 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.634
2023-04-13 10:11:14,705 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.634
2023-04-13 10:11:14,787 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.919, mIoU: 0.634
2023-04-13 10:11:14,865 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.920, mIoU: 0.634
2023-04-13 10:11:14,940 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.637
2023-04-13 10:11:15,017 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.920, mIoU: 0.639
2023-04-13 10:11:15,088 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.919, mIoU: 0.633
2023-04-13 10:11:15,163 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.633
2023-04-13 10:11:15,238 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.632
2023-04-13 10:11:15,314 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.632
2023-04-13 10:11:15,386 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.919, mIoU: 0.632
2023-04-13 10:11:15,457 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.919, mIoU: 0.634
2023-04-13 10:11:15,531 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.634
2023-04-13 10:11:15,607 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.637
2023-04-13 10:11:15,680 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.638
2023-04-13 10:11:15,754 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.920, mIoU: 0.638
2023-04-13 10:11:15,827 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.920, mIoU: 0.638
2023-04-13 10:11:15,901 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.920, mIoU: 0.638
2023-04-13 10:11:15,974 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.920, mIoU: 0.638
2023-04-13 10:11:16,046 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.920, mIoU: 0.638
2023-04-13 10:11:16,118 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.637
2023-04-13 10:11:16,190 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.637
2023-04-13 10:11:16,261 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-13 10:11:16,335 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-13 10:11:16,418 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-13 10:11:16,493 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-13 10:11:16,565 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-13 10:11:16,638 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-13 10:11:16,709 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.920, mIoU: 0.639
2023-04-13 10:11:16,781 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-13 10:11:16,853 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-13 10:11:16,922 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-13 10:11:16,997 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.921, mIoU: 0.637
2023-04-13 10:11:17,063 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.921, mIoU: 0.641
2023-04-13 10:11:17,129 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.921, mIoU: 0.641
2023-04-13 10:11:17,202 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:17,278 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:17,349 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-13 10:11:17,421 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:17,499 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-13 10:11:17,577 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:17,650 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:17,722 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:17,796 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:17,871 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-13 10:11:17,943 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-13 10:11:18,016 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-13 10:11:18,092 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-13 10:11:18,163 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-13 10:11:18,234 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.921, mIoU: 0.636
2023-04-13 10:11:18,309 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-13 10:11:18,382 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.635
2023-04-13 10:11:18,458 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-13 10:11:18,532 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-13 10:11:18,607 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-13 10:11:18,680 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-13 10:11:18,754 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-13 10:11:18,828 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.922, mIoU: 0.635
2023-04-13 10:11:18,900 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.922, mIoU: 0.636
2023-04-13 10:11:18,973 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.922, mIoU: 0.636
2023-04-13 10:11:19,058 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.922, mIoU: 0.635
2023-04-13 10:11:19,132 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.922, mIoU: 0.635
2023-04-13 10:11:19,201 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.922, mIoU: 0.635
2023-04-13 10:11:19,274 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.922, mIoU: 0.634
2023-04-13 10:11:19,348 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.922, mIoU: 0.633
2023-04-13 10:11:19,423 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.921, mIoU: 0.633
2023-04-13 10:11:19,498 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.921, mIoU: 0.633
2023-04-13 10:11:19,575 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.921, mIoU: 0.633
2023-04-13 10:11:19,646 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.921, mIoU: 0.632
2023-04-13 10:11:19,718 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 10:11:19,789 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.922, mIoU: 0.633
2023-04-13 10:11:19,868 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 10:11:19,941 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 10:11:20,009 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 10:11:20,080 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 10:11:20,165 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 10:11:20,244 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 10:11:20,319 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-13 10:11:20,397 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-13 10:11:20,467 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-13 10:11:20,539 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-13 10:11:20,609 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 10:11:20,677 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 10:11:20,757 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.922, mIoU: 0.631
2023-04-13 10:11:20,831 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.922, mIoU: 0.631
2023-04-13 10:11:20,906 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.922, mIoU: 0.630
2023-04-13 10:11:20,982 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.922, mIoU: 0.630
2023-04-13 10:11:21,059 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.922, mIoU: 0.630
2023-04-13 10:11:21,137 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.922, mIoU: 0.633
2023-04-13 10:11:21,211 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.922, mIoU: 0.633
2023-04-13 10:11:21,283 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.922, mIoU: 0.633
2023-04-13 10:11:21,355 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-13 10:11:21,424 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-13 10:11:21,497 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-13 10:11:21,572 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-13 10:11:21,641 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-13 10:11:21,711 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-13 10:11:21,787 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-13 10:11:21,863 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-13 10:11:21,935 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-13 10:11:22,008 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-13 10:11:22,092 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-13 10:11:22,172 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-13 10:11:22,245 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 10:11:22,319 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 10:11:22,390 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 10:11:22,462 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 10:11:22,531 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 10:11:22,598 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-13 10:11:22,670 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 10:11:22,738 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 10:11:22,810 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 10:11:22,881 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 10:11:22,950 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 10:11:23,019 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 10:11:23,089 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 10:11:23,159 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 10:11:23,228 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 10:11:23,297 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 10:11:23,363 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 10:11:23,433 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 10:11:23,503 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 10:11:23,571 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 10:11:23,640 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 10:11:23,708 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 10:11:23,777 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-13 10:11:23,847 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-13 10:11:23,918 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-13 10:11:23,987 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-13 10:11:24,057 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-13 10:11:24,125 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-13 10:11:24,193 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 10:11:24,262 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 10:11:24,329 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 10:11:24,396 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 10:11:24,458 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 10:11:24,525 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-13 10:11:24,592 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-13 10:11:26,774 semantic_segmentation INFO: Overall validation pixAcc: 92.975, mIoU: 63.762
2023-04-13 10:11:35,343 semantic_segmentation INFO: Iters: 3610/40000 || Lr: 0.018377 || Task Loss: 0.4786 || KD Loss: 0.5017|| Cost Time: 0:57:20 || Estimated Time: 9:38:02
2023-04-13 10:11:43,761 semantic_segmentation INFO: Iters: 3620/40000 || Lr: 0.018372 || Task Loss: 0.6311 || KD Loss: 0.5445|| Cost Time: 0:57:29 || Estimated Time: 9:37:41
2023-04-13 10:11:52,583 semantic_segmentation INFO: Iters: 3630/40000 || Lr: 0.018367 || Task Loss: 0.3760 || KD Loss: 0.4524|| Cost Time: 0:57:38 || Estimated Time: 9:37:25
2023-04-13 10:12:01,250 semantic_segmentation INFO: Iters: 3640/40000 || Lr: 0.018363 || Task Loss: 0.3063 || KD Loss: 0.4142|| Cost Time: 0:57:46 || Estimated Time: 9:37:07
2023-04-13 10:12:10,063 semantic_segmentation INFO: Iters: 3650/40000 || Lr: 0.018358 || Task Loss: 0.3495 || KD Loss: 0.3840|| Cost Time: 0:57:55 || Estimated Time: 9:36:50
2023-04-13 10:12:18,860 semantic_segmentation INFO: Iters: 3660/40000 || Lr: 0.018354 || Task Loss: 0.2382 || KD Loss: 0.3000|| Cost Time: 0:58:04 || Estimated Time: 9:36:33
2023-04-13 10:12:27,678 semantic_segmentation INFO: Iters: 3670/40000 || Lr: 0.018349 || Task Loss: 0.3342 || KD Loss: 0.4141|| Cost Time: 0:58:13 || Estimated Time: 9:36:17
2023-04-13 10:12:36,561 semantic_segmentation INFO: Iters: 3680/40000 || Lr: 0.018345 || Task Loss: 0.3058 || KD Loss: 0.3669|| Cost Time: 0:58:22 || Estimated Time: 9:36:01
2023-04-13 10:12:45,398 semantic_segmentation INFO: Iters: 3690/40000 || Lr: 0.018340 || Task Loss: 0.3583 || KD Loss: 0.4119|| Cost Time: 0:58:30 || Estimated Time: 9:35:45
2023-04-13 10:12:54,198 semantic_segmentation INFO: Iters: 3700/40000 || Lr: 0.018336 || Task Loss: 0.3588 || KD Loss: 0.3988|| Cost Time: 0:58:39 || Estimated Time: 9:35:28
2023-04-13 10:13:03,014 semantic_segmentation INFO: Iters: 3710/40000 || Lr: 0.018331 || Task Loss: 0.2193 || KD Loss: 0.4044|| Cost Time: 0:58:48 || Estimated Time: 9:35:12
2023-04-13 10:13:11,890 semantic_segmentation INFO: Iters: 3720/40000 || Lr: 0.018327 || Task Loss: 0.3036 || KD Loss: 0.3691|| Cost Time: 0:58:57 || Estimated Time: 9:34:56
2023-04-13 10:13:20,822 semantic_segmentation INFO: Iters: 3730/40000 || Lr: 0.018322 || Task Loss: 0.4616 || KD Loss: 0.4912|| Cost Time: 0:59:06 || Estimated Time: 9:34:41
2023-04-13 10:13:29,894 semantic_segmentation INFO: Iters: 3740/40000 || Lr: 0.018318 || Task Loss: 0.2794 || KD Loss: 0.2928|| Cost Time: 0:59:15 || Estimated Time: 9:34:27
2023-04-13 10:13:38,877 semantic_segmentation INFO: Iters: 3750/40000 || Lr: 0.018313 || Task Loss: 0.4808 || KD Loss: 0.4347|| Cost Time: 0:59:24 || Estimated Time: 9:34:13
2023-04-13 10:13:47,865 semantic_segmentation INFO: Iters: 3760/40000 || Lr: 0.018309 || Task Loss: 0.3227 || KD Loss: 0.3374|| Cost Time: 0:59:33 || Estimated Time: 9:33:58
2023-04-13 10:13:56,872 semantic_segmentation INFO: Iters: 3770/40000 || Lr: 0.018304 || Task Loss: 0.3381 || KD Loss: 0.3313|| Cost Time: 0:59:42 || Estimated Time: 9:33:44
2023-04-13 10:14:05,828 semantic_segmentation INFO: Iters: 3780/40000 || Lr: 0.018300 || Task Loss: 0.3478 || KD Loss: 0.4345|| Cost Time: 0:59:51 || Estimated Time: 9:33:29
2023-04-13 10:14:14,794 semantic_segmentation INFO: Iters: 3790/40000 || Lr: 0.018295 || Task Loss: 0.2408 || KD Loss: 0.2988|| Cost Time: 1:00:00 || Estimated Time: 9:33:15
2023-04-13 10:14:23,813 semantic_segmentation INFO: Iters: 3800/40000 || Lr: 0.018291 || Task Loss: 0.3972 || KD Loss: 0.3527|| Cost Time: 1:00:09 || Estimated Time: 9:33:01
2023-04-13 10:14:32,781 semantic_segmentation INFO: Iters: 3810/40000 || Lr: 0.018286 || Task Loss: 0.3164 || KD Loss: 0.4702|| Cost Time: 1:00:18 || Estimated Time: 9:32:46
2023-04-13 10:14:41,604 semantic_segmentation INFO: Iters: 3820/40000 || Lr: 0.018282 || Task Loss: 0.3251 || KD Loss: 0.4175|| Cost Time: 1:00:27 || Estimated Time: 9:32:30
2023-04-13 10:14:50,628 semantic_segmentation INFO: Iters: 3830/40000 || Lr: 0.018277 || Task Loss: 0.3076 || KD Loss: 0.2994|| Cost Time: 1:00:36 || Estimated Time: 9:32:16
2023-04-13 10:14:59,606 semantic_segmentation INFO: Iters: 3840/40000 || Lr: 0.018273 || Task Loss: 0.2858 || KD Loss: 0.3593|| Cost Time: 1:00:45 || Estimated Time: 9:32:02
2023-04-13 10:15:08,555 semantic_segmentation INFO: Iters: 3850/40000 || Lr: 0.018268 || Task Loss: 0.2750 || KD Loss: 0.4004|| Cost Time: 1:00:54 || Estimated Time: 9:31:48
2023-04-13 10:15:17,564 semantic_segmentation INFO: Iters: 3860/40000 || Lr: 0.018263 || Task Loss: 0.5086 || KD Loss: 0.4553|| Cost Time: 1:01:03 || Estimated Time: 9:31:34
2023-04-13 10:15:26,151 semantic_segmentation INFO: Iters: 3870/40000 || Lr: 0.018259 || Task Loss: 0.2578 || KD Loss: 0.3625|| Cost Time: 1:01:11 || Estimated Time: 9:31:16
2023-04-13 10:15:35,182 semantic_segmentation INFO: Iters: 3880/40000 || Lr: 0.018254 || Task Loss: 0.3561 || KD Loss: 0.4273|| Cost Time: 1:01:20 || Estimated Time: 9:31:02
2023-04-13 10:15:44,344 semantic_segmentation INFO: Iters: 3890/40000 || Lr: 0.018250 || Task Loss: 0.6647 || KD Loss: 0.4996|| Cost Time: 1:01:29 || Estimated Time: 9:30:49
2023-04-13 10:15:53,391 semantic_segmentation INFO: Iters: 3900/40000 || Lr: 0.018245 || Task Loss: 0.2407 || KD Loss: 0.3782|| Cost Time: 1:01:38 || Estimated Time: 9:30:36
2023-04-13 10:16:02,202 semantic_segmentation INFO: Iters: 3910/40000 || Lr: 0.018241 || Task Loss: 0.3782 || KD Loss: 0.4506|| Cost Time: 1:01:47 || Estimated Time: 9:30:20
2023-04-13 10:16:11,276 semantic_segmentation INFO: Iters: 3920/40000 || Lr: 0.018236 || Task Loss: 0.3999 || KD Loss: 0.4503|| Cost Time: 1:01:56 || Estimated Time: 9:30:07
2023-04-13 10:16:20,249 semantic_segmentation INFO: Iters: 3930/40000 || Lr: 0.018232 || Task Loss: 0.3412 || KD Loss: 0.3964|| Cost Time: 1:02:05 || Estimated Time: 9:29:53
2023-04-13 10:16:29,223 semantic_segmentation INFO: Iters: 3940/40000 || Lr: 0.018227 || Task Loss: 0.3685 || KD Loss: 0.4682|| Cost Time: 1:02:14 || Estimated Time: 9:29:39
2023-04-13 10:16:38,218 semantic_segmentation INFO: Iters: 3950/40000 || Lr: 0.018223 || Task Loss: 0.3553 || KD Loss: 0.3588|| Cost Time: 1:02:23 || Estimated Time: 9:29:25
2023-04-13 10:16:47,152 semantic_segmentation INFO: Iters: 3960/40000 || Lr: 0.018218 || Task Loss: 0.4202 || KD Loss: 0.4317|| Cost Time: 1:02:32 || Estimated Time: 9:29:10
2023-04-13 10:16:56,169 semantic_segmentation INFO: Iters: 3970/40000 || Lr: 0.018214 || Task Loss: 0.4882 || KD Loss: 0.4759|| Cost Time: 1:02:41 || Estimated Time: 9:28:57
2023-04-13 10:17:05,082 semantic_segmentation INFO: Iters: 3980/40000 || Lr: 0.018209 || Task Loss: 0.3473 || KD Loss: 0.3616|| Cost Time: 1:02:50 || Estimated Time: 9:28:42
2023-04-13 10:17:14,172 semantic_segmentation INFO: Iters: 3990/40000 || Lr: 0.018205 || Task Loss: 0.3742 || KD Loss: 0.4324|| Cost Time: 1:02:59 || Estimated Time: 9:28:29
2023-04-13 10:17:23,132 semantic_segmentation INFO: Iters: 4000/40000 || Lr: 0.018200 || Task Loss: 0.4433 || KD Loss: 0.4268|| Cost Time: 1:03:08 || Estimated Time: 9:28:15
2023-04-13 10:17:23,394 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 10:17:31,011 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.393
2023-04-13 10:17:32,134 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.456
2023-04-13 10:17:32,378 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.428
2023-04-13 10:17:32,625 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.478
2023-04-13 10:17:32,809 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.947, mIoU: 0.466
2023-04-13 10:17:32,974 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.473
2023-04-13 10:17:33,120 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.499
2023-04-13 10:17:33,235 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.947, mIoU: 0.543
2023-04-13 10:17:33,325 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.947, mIoU: 0.583
2023-04-13 10:17:33,416 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.612
2023-04-13 10:17:33,497 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.621
2023-04-13 10:17:33,578 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.939, mIoU: 0.656
2023-04-13 10:17:33,651 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.627
2023-04-13 10:17:33,744 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.623
2023-04-13 10:17:33,827 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.932, mIoU: 0.612
2023-04-13 10:17:33,901 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.930, mIoU: 0.602
2023-04-13 10:17:33,972 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.929, mIoU: 0.606
2023-04-13 10:17:34,060 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.928, mIoU: 0.607
2023-04-13 10:17:34,133 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.927, mIoU: 0.609
2023-04-13 10:17:34,207 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.618
2023-04-13 10:17:34,281 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.619
2023-04-13 10:17:34,353 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.920, mIoU: 0.591
2023-04-13 10:17:34,424 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.919, mIoU: 0.588
2023-04-13 10:17:34,496 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.601
2023-04-13 10:17:34,566 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.915, mIoU: 0.601
2023-04-13 10:17:34,642 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.604
2023-04-13 10:17:34,715 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.915, mIoU: 0.598
2023-04-13 10:17:34,785 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.597
2023-04-13 10:17:34,858 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.604
2023-04-13 10:17:34,938 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.596
2023-04-13 10:17:35,014 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.596
2023-04-13 10:17:35,102 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.913, mIoU: 0.598
2023-04-13 10:17:35,184 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.915, mIoU: 0.602
2023-04-13 10:17:35,258 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.601
2023-04-13 10:17:35,330 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.915, mIoU: 0.604
2023-04-13 10:17:35,406 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.915, mIoU: 0.604
2023-04-13 10:17:35,481 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.601
2023-04-13 10:17:35,557 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.600
2023-04-13 10:17:35,638 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.597
2023-04-13 10:17:35,711 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.598
2023-04-13 10:17:35,786 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:35,859 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:35,931 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.915, mIoU: 0.602
2023-04-13 10:17:36,004 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.916, mIoU: 0.603
2023-04-13 10:17:36,074 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.916, mIoU: 0.602
2023-04-13 10:17:36,143 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.600
2023-04-13 10:17:36,212 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.917, mIoU: 0.600
2023-04-13 10:17:36,289 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.600
2023-04-13 10:17:36,364 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.600
2023-04-13 10:17:36,438 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.602
2023-04-13 10:17:36,513 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.603
2023-04-13 10:17:36,593 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.917, mIoU: 0.602
2023-04-13 10:17:36,665 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.917, mIoU: 0.599
2023-04-13 10:17:36,737 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.916, mIoU: 0.596
2023-04-13 10:17:36,811 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.914, mIoU: 0.594
2023-04-13 10:17:36,885 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.914, mIoU: 0.598
2023-04-13 10:17:36,956 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.914, mIoU: 0.598
2023-04-13 10:17:37,027 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.915, mIoU: 0.606
2023-04-13 10:17:37,101 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.915, mIoU: 0.606
2023-04-13 10:17:37,170 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.605
2023-04-13 10:17:37,241 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.604
2023-04-13 10:17:37,317 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.606
2023-04-13 10:17:37,398 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.604
2023-04-13 10:17:37,477 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.913, mIoU: 0.609
2023-04-13 10:17:37,554 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.912, mIoU: 0.608
2023-04-13 10:17:37,627 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.912, mIoU: 0.610
2023-04-13 10:17:37,703 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.911, mIoU: 0.609
2023-04-13 10:17:37,778 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.910, mIoU: 0.608
2023-04-13 10:17:37,853 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.910, mIoU: 0.607
2023-04-13 10:17:37,925 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.910, mIoU: 0.608
2023-04-13 10:17:37,999 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.608
2023-04-13 10:17:38,074 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.911, mIoU: 0.605
2023-04-13 10:17:38,149 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.912, mIoU: 0.602
2023-04-13 10:17:38,224 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.912, mIoU: 0.601
2023-04-13 10:17:38,301 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.911, mIoU: 0.600
2023-04-13 10:17:38,380 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.911, mIoU: 0.599
2023-04-13 10:17:38,452 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.911, mIoU: 0.599
2023-04-13 10:17:38,529 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.912, mIoU: 0.599
2023-04-13 10:17:38,605 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.912, mIoU: 0.599
2023-04-13 10:17:38,680 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.912, mIoU: 0.601
2023-04-13 10:17:38,753 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.912, mIoU: 0.603
2023-04-13 10:17:38,832 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.913, mIoU: 0.604
2023-04-13 10:17:38,908 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.913, mIoU: 0.604
2023-04-13 10:17:38,982 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.912, mIoU: 0.603
2023-04-13 10:17:39,055 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.909, mIoU: 0.601
2023-04-13 10:17:39,131 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.909, mIoU: 0.601
2023-04-13 10:17:39,201 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.909, mIoU: 0.601
2023-04-13 10:17:39,274 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.910, mIoU: 0.601
2023-04-13 10:17:39,346 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.910, mIoU: 0.600
2023-04-13 10:17:39,417 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.910, mIoU: 0.600
2023-04-13 10:17:39,486 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.910, mIoU: 0.601
2023-04-13 10:17:39,556 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.910, mIoU: 0.607
2023-04-13 10:17:39,630 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.910, mIoU: 0.607
2023-04-13 10:17:39,704 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.911, mIoU: 0.607
2023-04-13 10:17:39,780 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.911, mIoU: 0.607
2023-04-13 10:17:39,854 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.912, mIoU: 0.607
2023-04-13 10:17:39,934 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.911, mIoU: 0.606
2023-04-13 10:17:40,008 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.911, mIoU: 0.606
2023-04-13 10:17:40,081 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.911, mIoU: 0.605
2023-04-13 10:17:40,156 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.910, mIoU: 0.604
2023-04-13 10:17:40,231 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.909, mIoU: 0.605
2023-04-13 10:17:40,301 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.909, mIoU: 0.604
2023-04-13 10:17:40,371 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.909, mIoU: 0.603
2023-04-13 10:17:40,443 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.909, mIoU: 0.603
2023-04-13 10:17:40,519 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.909, mIoU: 0.603
2023-04-13 10:17:40,594 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.909, mIoU: 0.603
2023-04-13 10:17:40,672 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.910, mIoU: 0.603
2023-04-13 10:17:40,749 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.910, mIoU: 0.604
2023-04-13 10:17:40,826 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.910, mIoU: 0.603
2023-04-13 10:17:40,914 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.909, mIoU: 0.602
2023-04-13 10:17:40,989 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.909, mIoU: 0.603
2023-04-13 10:17:41,064 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.909, mIoU: 0.603
2023-04-13 10:17:41,133 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.909, mIoU: 0.602
2023-04-13 10:17:41,202 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.909, mIoU: 0.602
2023-04-13 10:17:41,277 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.909, mIoU: 0.602
2023-04-13 10:17:41,352 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.909, mIoU: 0.602
2023-04-13 10:17:41,429 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.909, mIoU: 0.605
2023-04-13 10:17:41,503 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.909, mIoU: 0.605
2023-04-13 10:17:41,578 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.909, mIoU: 0.606
2023-04-13 10:17:41,654 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.909, mIoU: 0.606
2023-04-13 10:17:41,727 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.909, mIoU: 0.606
2023-04-13 10:17:41,804 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.909, mIoU: 0.605
2023-04-13 10:17:41,883 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.910, mIoU: 0.606
2023-04-13 10:17:41,953 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.909, mIoU: 0.608
2023-04-13 10:17:42,022 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.909, mIoU: 0.608
2023-04-13 10:17:42,098 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.909, mIoU: 0.608
2023-04-13 10:17:42,188 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.908, mIoU: 0.610
2023-04-13 10:17:42,267 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.909, mIoU: 0.611
2023-04-13 10:17:42,343 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.909, mIoU: 0.610
2023-04-13 10:17:42,416 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.909, mIoU: 0.611
2023-04-13 10:17:42,491 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.910, mIoU: 0.611
2023-04-13 10:17:42,564 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.910, mIoU: 0.610
2023-04-13 10:17:42,637 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.910, mIoU: 0.610
2023-04-13 10:17:42,708 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.911, mIoU: 0.610
2023-04-13 10:17:42,779 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.911, mIoU: 0.610
2023-04-13 10:17:42,851 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.911, mIoU: 0.610
2023-04-13 10:17:42,926 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.911, mIoU: 0.610
2023-04-13 10:17:43,003 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.911, mIoU: 0.608
2023-04-13 10:17:43,081 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.910, mIoU: 0.608
2023-04-13 10:17:43,159 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.910, mIoU: 0.608
2023-04-13 10:17:43,235 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.910, mIoU: 0.609
2023-04-13 10:17:43,306 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.910, mIoU: 0.608
2023-04-13 10:17:43,376 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.910, mIoU: 0.608
2023-04-13 10:17:43,446 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.910, mIoU: 0.608
2023-04-13 10:17:43,513 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.910, mIoU: 0.607
2023-04-13 10:17:43,585 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.910, mIoU: 0.610
2023-04-13 10:17:43,657 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.910, mIoU: 0.610
2023-04-13 10:17:43,736 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.910, mIoU: 0.610
2023-04-13 10:17:43,821 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.910, mIoU: 0.610
2023-04-13 10:17:43,900 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.910, mIoU: 0.609
2023-04-13 10:17:43,973 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.911, mIoU: 0.612
2023-04-13 10:17:44,048 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.911, mIoU: 0.612
2023-04-13 10:17:44,122 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.910, mIoU: 0.611
2023-04-13 10:17:44,195 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.910, mIoU: 0.611
2023-04-13 10:17:44,268 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.910, mIoU: 0.611
2023-04-13 10:17:44,339 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.911, mIoU: 0.611
2023-04-13 10:17:44,409 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.911, mIoU: 0.612
2023-04-13 10:17:44,481 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.911, mIoU: 0.611
2023-04-13 10:17:44,552 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.911, mIoU: 0.611
2023-04-13 10:17:44,625 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.911, mIoU: 0.611
2023-04-13 10:17:44,704 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.911, mIoU: 0.610
2023-04-13 10:17:44,784 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.910, mIoU: 0.608
2023-04-13 10:17:44,860 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.910, mIoU: 0.607
2023-04-13 10:17:44,932 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.910, mIoU: 0.607
2023-04-13 10:17:45,014 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.910, mIoU: 0.607
2023-04-13 10:17:45,094 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.910, mIoU: 0.607
2023-04-13 10:17:45,163 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.911, mIoU: 0.608
2023-04-13 10:17:45,235 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.911, mIoU: 0.608
2023-04-13 10:17:45,307 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.911, mIoU: 0.608
2023-04-13 10:17:45,385 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.911, mIoU: 0.608
2023-04-13 10:17:45,462 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.911, mIoU: 0.608
2023-04-13 10:17:45,535 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.911, mIoU: 0.608
2023-04-13 10:17:45,607 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.911, mIoU: 0.608
2023-04-13 10:17:45,681 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.912, mIoU: 0.608
2023-04-13 10:17:45,752 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.911, mIoU: 0.607
2023-04-13 10:17:45,821 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.911, mIoU: 0.606
2023-04-13 10:17:45,893 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.911, mIoU: 0.606
2023-04-13 10:17:45,967 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.911, mIoU: 0.606
2023-04-13 10:17:46,036 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.911, mIoU: 0.606
2023-04-13 10:17:46,106 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.911, mIoU: 0.606
2023-04-13 10:17:46,179 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.911, mIoU: 0.606
2023-04-13 10:17:46,247 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.912, mIoU: 0.606
2023-04-13 10:17:46,318 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.912, mIoU: 0.607
2023-04-13 10:17:46,392 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.912, mIoU: 0.607
2023-04-13 10:17:46,464 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.912, mIoU: 0.607
2023-04-13 10:17:46,542 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.912, mIoU: 0.607
2023-04-13 10:17:46,615 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.912, mIoU: 0.607
2023-04-13 10:17:46,691 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.912, mIoU: 0.606
2023-04-13 10:17:46,768 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.913, mIoU: 0.607
2023-04-13 10:17:46,841 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.913, mIoU: 0.607
2023-04-13 10:17:46,918 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.913, mIoU: 0.608
2023-04-13 10:17:46,993 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.913, mIoU: 0.608
2023-04-13 10:17:47,067 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.913, mIoU: 0.611
2023-04-13 10:17:47,142 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.913, mIoU: 0.611
2023-04-13 10:17:47,213 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.913, mIoU: 0.610
2023-04-13 10:17:47,284 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.912, mIoU: 0.610
2023-04-13 10:17:47,360 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.912, mIoU: 0.609
2023-04-13 10:17:47,439 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.912, mIoU: 0.609
2023-04-13 10:17:47,513 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.913, mIoU: 0.609
2023-04-13 10:17:47,589 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.913, mIoU: 0.609
2023-04-13 10:17:47,664 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.913, mIoU: 0.610
2023-04-13 10:17:47,740 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.913, mIoU: 0.611
2023-04-13 10:17:47,813 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.913, mIoU: 0.611
2023-04-13 10:17:47,888 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.913, mIoU: 0.611
2023-04-13 10:17:47,968 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.913, mIoU: 0.611
2023-04-13 10:17:48,041 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.914, mIoU: 0.611
2023-04-13 10:17:48,116 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.914, mIoU: 0.611
2023-04-13 10:17:48,192 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.913, mIoU: 0.610
2023-04-13 10:17:48,269 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.914, mIoU: 0.610
2023-04-13 10:17:48,344 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.914, mIoU: 0.610
2023-04-13 10:17:48,417 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.914, mIoU: 0.610
2023-04-13 10:17:48,490 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.914, mIoU: 0.610
2023-04-13 10:17:48,562 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.914, mIoU: 0.610
2023-04-13 10:17:48,632 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.914, mIoU: 0.609
2023-04-13 10:17:48,705 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.914, mIoU: 0.609
2023-04-13 10:17:48,778 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.914, mIoU: 0.610
2023-04-13 10:17:48,851 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.915, mIoU: 0.610
2023-04-13 10:17:48,923 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.915, mIoU: 0.610
2023-04-13 10:17:48,995 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.915, mIoU: 0.609
2023-04-13 10:17:49,067 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.915, mIoU: 0.609
2023-04-13 10:17:49,137 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.914, mIoU: 0.605
2023-04-13 10:17:49,208 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.914, mIoU: 0.606
2023-04-13 10:17:49,279 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.915, mIoU: 0.606
2023-04-13 10:17:49,348 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.915, mIoU: 0.606
2023-04-13 10:17:49,421 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.915, mIoU: 0.606
2023-04-13 10:17:49,494 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.915, mIoU: 0.606
2023-04-13 10:17:49,565 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.915, mIoU: 0.607
2023-04-13 10:17:49,637 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.915, mIoU: 0.607
2023-04-13 10:17:49,707 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.915, mIoU: 0.604
2023-04-13 10:17:49,775 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.914, mIoU: 0.603
2023-04-13 10:17:49,841 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:49,907 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:49,975 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:50,042 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:50,107 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:50,173 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:50,238 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.914, mIoU: 0.601
2023-04-13 10:17:50,305 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.914, mIoU: 0.601
2023-04-13 10:17:50,370 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.914, mIoU: 0.600
2023-04-13 10:17:50,438 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.914, mIoU: 0.600
2023-04-13 10:17:50,507 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.914, mIoU: 0.600
2023-04-13 10:17:50,575 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.914, mIoU: 0.600
2023-04-13 10:17:50,640 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.914, mIoU: 0.601
2023-04-13 10:17:50,708 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:50,776 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:50,842 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.914, mIoU: 0.603
2023-04-13 10:17:50,909 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.915, mIoU: 0.603
2023-04-13 10:17:50,973 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:51,042 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.914, mIoU: 0.601
2023-04-13 10:17:51,114 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.914, mIoU: 0.602
2023-04-13 10:17:52,794 semantic_segmentation INFO: Overall validation pixAcc: 92.022, mIoU: 60.687
2023-04-13 10:18:01,692 semantic_segmentation INFO: Iters: 4010/40000 || Lr: 0.018196 || Task Loss: 0.4448 || KD Loss: 0.5578|| Cost Time: 1:03:47 || Estimated Time: 9:32:27
2023-04-13 10:18:10,192 semantic_segmentation INFO: Iters: 4020/40000 || Lr: 0.018191 || Task Loss: 0.3506 || KD Loss: 0.3843|| Cost Time: 1:03:55 || Estimated Time: 9:32:08
2023-04-13 10:18:18,980 semantic_segmentation INFO: Iters: 4030/40000 || Lr: 0.018187 || Task Loss: 0.3589 || KD Loss: 0.3862|| Cost Time: 1:04:04 || Estimated Time: 9:31:52
2023-04-13 10:18:27,777 semantic_segmentation INFO: Iters: 4040/40000 || Lr: 0.018182 || Task Loss: 0.2569 || KD Loss: 0.3897|| Cost Time: 1:04:13 || Estimated Time: 9:31:35
2023-04-13 10:18:36,670 semantic_segmentation INFO: Iters: 4050/40000 || Lr: 0.018178 || Task Loss: 0.4041 || KD Loss: 0.5581|| Cost Time: 1:04:22 || Estimated Time: 9:31:20
2023-04-13 10:18:45,503 semantic_segmentation INFO: Iters: 4060/40000 || Lr: 0.018173 || Task Loss: 0.2784 || KD Loss: 0.4163|| Cost Time: 1:04:31 || Estimated Time: 9:31:04
2023-04-13 10:18:54,375 semantic_segmentation INFO: Iters: 4070/40000 || Lr: 0.018168 || Task Loss: 0.3575 || KD Loss: 0.4799|| Cost Time: 1:04:39 || Estimated Time: 9:30:49
2023-04-13 10:19:03,260 semantic_segmentation INFO: Iters: 4080/40000 || Lr: 0.018164 || Task Loss: 0.2326 || KD Loss: 0.3871|| Cost Time: 1:04:48 || Estimated Time: 9:30:34
2023-04-13 10:19:12,260 semantic_segmentation INFO: Iters: 4090/40000 || Lr: 0.018159 || Task Loss: 0.2571 || KD Loss: 0.3649|| Cost Time: 1:04:57 || Estimated Time: 9:30:20
2023-04-13 10:19:21,057 semantic_segmentation INFO: Iters: 4100/40000 || Lr: 0.018155 || Task Loss: 0.3133 || KD Loss: 0.3724|| Cost Time: 1:05:06 || Estimated Time: 9:30:04
2023-04-13 10:19:30,063 semantic_segmentation INFO: Iters: 4110/40000 || Lr: 0.018150 || Task Loss: 0.5956 || KD Loss: 0.5086|| Cost Time: 1:05:15 || Estimated Time: 9:29:50
2023-04-13 10:19:39,059 semantic_segmentation INFO: Iters: 4120/40000 || Lr: 0.018146 || Task Loss: 0.3063 || KD Loss: 0.3674|| Cost Time: 1:05:24 || Estimated Time: 9:29:35
2023-04-13 10:19:48,048 semantic_segmentation INFO: Iters: 4130/40000 || Lr: 0.018141 || Task Loss: 0.2458 || KD Loss: 0.3437|| Cost Time: 1:05:33 || Estimated Time: 9:29:21
2023-04-13 10:19:57,057 semantic_segmentation INFO: Iters: 4140/40000 || Lr: 0.018137 || Task Loss: 0.3163 || KD Loss: 0.4209|| Cost Time: 1:05:42 || Estimated Time: 9:29:07
2023-04-13 10:20:06,008 semantic_segmentation INFO: Iters: 4150/40000 || Lr: 0.018132 || Task Loss: 0.3118 || KD Loss: 0.4264|| Cost Time: 1:05:51 || Estimated Time: 9:28:53
2023-04-13 10:20:14,918 semantic_segmentation INFO: Iters: 4160/40000 || Lr: 0.018128 || Task Loss: 0.3524 || KD Loss: 0.4211|| Cost Time: 1:06:00 || Estimated Time: 9:28:38
2023-04-13 10:20:23,789 semantic_segmentation INFO: Iters: 4170/40000 || Lr: 0.018123 || Task Loss: 0.3957 || KD Loss: 0.5558|| Cost Time: 1:06:09 || Estimated Time: 9:28:23
2023-04-13 10:20:32,769 semantic_segmentation INFO: Iters: 4180/40000 || Lr: 0.018119 || Task Loss: 0.2441 || KD Loss: 0.4476|| Cost Time: 1:06:18 || Estimated Time: 9:28:09
2023-04-13 10:20:41,753 semantic_segmentation INFO: Iters: 4190/40000 || Lr: 0.018114 || Task Loss: 0.3467 || KD Loss: 0.4074|| Cost Time: 1:06:27 || Estimated Time: 9:27:55
2023-04-13 10:20:50,734 semantic_segmentation INFO: Iters: 4200/40000 || Lr: 0.018110 || Task Loss: 0.3571 || KD Loss: 0.4568|| Cost Time: 1:06:36 || Estimated Time: 9:27:41
2023-04-13 10:20:59,656 semantic_segmentation INFO: Iters: 4210/40000 || Lr: 0.018105 || Task Loss: 0.3120 || KD Loss: 0.3932|| Cost Time: 1:06:45 || Estimated Time: 9:27:26
2023-04-13 10:21:08,717 semantic_segmentation INFO: Iters: 4220/40000 || Lr: 0.018101 || Task Loss: 0.4296 || KD Loss: 0.4970|| Cost Time: 1:06:54 || Estimated Time: 9:27:13
2023-04-13 10:21:17,748 semantic_segmentation INFO: Iters: 4230/40000 || Lr: 0.018096 || Task Loss: 0.3137 || KD Loss: 0.3941|| Cost Time: 1:07:03 || Estimated Time: 9:26:59
2023-04-13 10:21:26,786 semantic_segmentation INFO: Iters: 4240/40000 || Lr: 0.018092 || Task Loss: 0.3205 || KD Loss: 0.4258|| Cost Time: 1:07:12 || Estimated Time: 9:26:46
2023-04-13 10:21:35,812 semantic_segmentation INFO: Iters: 4250/40000 || Lr: 0.018087 || Task Loss: 0.4621 || KD Loss: 0.4817|| Cost Time: 1:07:21 || Estimated Time: 9:26:32
2023-04-13 10:21:44,757 semantic_segmentation INFO: Iters: 4260/40000 || Lr: 0.018082 || Task Loss: 0.3774 || KD Loss: 0.4338|| Cost Time: 1:07:30 || Estimated Time: 9:26:18
2023-04-13 10:21:53,695 semantic_segmentation INFO: Iters: 4270/40000 || Lr: 0.018078 || Task Loss: 0.3311 || KD Loss: 0.4219|| Cost Time: 1:07:39 || Estimated Time: 9:26:04
2023-04-13 10:22:02,721 semantic_segmentation INFO: Iters: 4280/40000 || Lr: 0.018073 || Task Loss: 0.3212 || KD Loss: 0.3554|| Cost Time: 1:07:48 || Estimated Time: 9:25:50
2023-04-13 10:22:11,623 semantic_segmentation INFO: Iters: 4290/40000 || Lr: 0.018069 || Task Loss: 0.2365 || KD Loss: 0.5196|| Cost Time: 1:07:57 || Estimated Time: 9:25:36
2023-04-13 10:22:20,625 semantic_segmentation INFO: Iters: 4300/40000 || Lr: 0.018064 || Task Loss: 0.3109 || KD Loss: 0.3715|| Cost Time: 1:08:06 || Estimated Time: 9:25:22
2023-04-13 10:22:29,672 semantic_segmentation INFO: Iters: 4310/40000 || Lr: 0.018060 || Task Loss: 0.3572 || KD Loss: 0.4649|| Cost Time: 1:08:15 || Estimated Time: 9:25:09
2023-04-13 10:22:38,605 semantic_segmentation INFO: Iters: 4320/40000 || Lr: 0.018055 || Task Loss: 0.4301 || KD Loss: 0.3805|| Cost Time: 1:08:24 || Estimated Time: 9:24:54
2023-04-13 10:22:47,621 semantic_segmentation INFO: Iters: 4330/40000 || Lr: 0.018051 || Task Loss: 0.3986 || KD Loss: 0.4314|| Cost Time: 1:08:33 || Estimated Time: 9:24:41
2023-04-13 10:22:56,627 semantic_segmentation INFO: Iters: 4340/40000 || Lr: 0.018046 || Task Loss: 0.3311 || KD Loss: 0.3438|| Cost Time: 1:08:42 || Estimated Time: 9:24:27
2023-04-13 10:23:05,521 semantic_segmentation INFO: Iters: 4350/40000 || Lr: 0.018042 || Task Loss: 0.3238 || KD Loss: 0.3625|| Cost Time: 1:08:51 || Estimated Time: 9:24:13
2023-04-13 10:23:14,526 semantic_segmentation INFO: Iters: 4360/40000 || Lr: 0.018037 || Task Loss: 0.2849 || KD Loss: 0.4228|| Cost Time: 1:09:00 || Estimated Time: 9:23:59
2023-04-13 10:23:23,545 semantic_segmentation INFO: Iters: 4370/40000 || Lr: 0.018033 || Task Loss: 0.4500 || KD Loss: 0.4795|| Cost Time: 1:09:09 || Estimated Time: 9:23:46
2023-04-13 10:23:32,548 semantic_segmentation INFO: Iters: 4380/40000 || Lr: 0.018028 || Task Loss: 0.3991 || KD Loss: 0.3991|| Cost Time: 1:09:18 || Estimated Time: 9:23:33
2023-04-13 10:23:41,543 semantic_segmentation INFO: Iters: 4390/40000 || Lr: 0.018024 || Task Loss: 0.3518 || KD Loss: 0.3698|| Cost Time: 1:09:27 || Estimated Time: 9:23:19
2023-04-13 10:23:50,482 semantic_segmentation INFO: Iters: 4400/40000 || Lr: 0.018019 || Task Loss: 0.3280 || KD Loss: 0.4604|| Cost Time: 1:09:36 || Estimated Time: 9:23:05
2023-04-13 10:23:50,716 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 10:24:03,627 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.953, mIoU: 0.374
2023-04-13 10:24:03,845 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.463
2023-04-13 10:24:04,006 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.480
2023-04-13 10:24:04,173 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.508
2023-04-13 10:24:04,309 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.498
2023-04-13 10:24:04,423 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.502
2023-04-13 10:24:04,530 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.528
2023-04-13 10:24:04,627 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.556
2023-04-13 10:24:04,723 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.600
2023-04-13 10:24:04,808 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.629
2023-04-13 10:24:04,888 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.628
2023-04-13 10:24:04,958 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.618
2023-04-13 10:24:05,031 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.604
2023-04-13 10:24:05,107 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.607
2023-04-13 10:24:05,177 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.938, mIoU: 0.596
2023-04-13 10:24:05,246 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.589
2023-04-13 10:24:05,319 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.591
2023-04-13 10:24:05,396 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.596
2023-04-13 10:24:05,469 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.600
2023-04-13 10:24:05,544 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.608
2023-04-13 10:24:05,618 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.610
2023-04-13 10:24:05,688 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.615
2023-04-13 10:24:05,766 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-13 10:24:05,840 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-13 10:24:05,921 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-13 10:24:05,993 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-13 10:24:06,063 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 10:24:06,135 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-13 10:24:06,205 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 10:24:06,276 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-13 10:24:06,347 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-13 10:24:06,424 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-13 10:24:06,506 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-13 10:24:06,576 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-13 10:24:06,650 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 10:24:06,732 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-13 10:24:06,814 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-13 10:24:06,890 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-13 10:24:06,964 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 10:24:07,045 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-13 10:24:07,118 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-13 10:24:07,191 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-13 10:24:07,262 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-13 10:24:07,332 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-13 10:24:07,405 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.624
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2023-04-13 10:24:21,734 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 10:24:21,803 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 10:24:21,870 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 10:24:21,940 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-13 10:24:22,010 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-13 10:24:22,078 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.928, mIoU: 0.624
2023-04-13 10:24:22,146 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-13 10:24:22,211 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 10:24:22,278 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 10:24:22,345 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-13 10:24:23,698 semantic_segmentation INFO: Overall validation pixAcc: 93.323, mIoU: 62.202
2023-04-13 10:24:32,556 semantic_segmentation INFO: Iters: 4410/40000 || Lr: 0.018015 || Task Loss: 0.4557 || KD Loss: 0.4744|| Cost Time: 1:10:18 || Estimated Time: 9:27:19
2023-04-13 10:24:41,267 semantic_segmentation INFO: Iters: 4420/40000 || Lr: 0.018010 || Task Loss: 0.3471 || KD Loss: 0.4410|| Cost Time: 1:10:26 || Estimated Time: 9:27:02
2023-04-13 10:24:50,023 semantic_segmentation INFO: Iters: 4430/40000 || Lr: 0.018005 || Task Loss: 0.3845 || KD Loss: 0.4192|| Cost Time: 1:10:35 || Estimated Time: 9:26:46
2023-04-13 10:24:58,564 semantic_segmentation INFO: Iters: 4440/40000 || Lr: 0.018001 || Task Loss: 0.3329 || KD Loss: 0.3944|| Cost Time: 1:10:44 || Estimated Time: 9:26:29
2023-04-13 10:25:07,325 semantic_segmentation INFO: Iters: 4450/40000 || Lr: 0.017996 || Task Loss: 0.4131 || KD Loss: 0.5628|| Cost Time: 1:10:52 || Estimated Time: 9:26:12
2023-04-13 10:25:16,053 semantic_segmentation INFO: Iters: 4460/40000 || Lr: 0.017992 || Task Loss: 0.2495 || KD Loss: 0.3024|| Cost Time: 1:11:01 || Estimated Time: 9:25:56
2023-04-13 10:25:24,809 semantic_segmentation INFO: Iters: 4470/40000 || Lr: 0.017987 || Task Loss: 0.3214 || KD Loss: 0.4079|| Cost Time: 1:11:10 || Estimated Time: 9:25:41
2023-04-13 10:25:33,660 semantic_segmentation INFO: Iters: 4480/40000 || Lr: 0.017983 || Task Loss: 0.3301 || KD Loss: 0.4042|| Cost Time: 1:11:19 || Estimated Time: 9:25:25
2023-04-13 10:25:42,604 semantic_segmentation INFO: Iters: 4490/40000 || Lr: 0.017978 || Task Loss: 0.3467 || KD Loss: 0.3756|| Cost Time: 1:11:28 || Estimated Time: 9:25:11
2023-04-13 10:25:51,496 semantic_segmentation INFO: Iters: 4500/40000 || Lr: 0.017974 || Task Loss: 0.2384 || KD Loss: 0.3497|| Cost Time: 1:11:37 || Estimated Time: 9:24:56
2023-04-13 10:26:00,439 semantic_segmentation INFO: Iters: 4510/40000 || Lr: 0.017969 || Task Loss: 0.2276 || KD Loss: 0.3557|| Cost Time: 1:11:45 || Estimated Time: 9:24:42
2023-04-13 10:26:09,205 semantic_segmentation INFO: Iters: 4520/40000 || Lr: 0.017965 || Task Loss: 0.3906 || KD Loss: 0.3260|| Cost Time: 1:11:54 || Estimated Time: 9:24:26
2023-04-13 10:26:18,104 semantic_segmentation INFO: Iters: 4530/40000 || Lr: 0.017960 || Task Loss: 0.3138 || KD Loss: 0.3382|| Cost Time: 1:12:03 || Estimated Time: 9:24:12
2023-04-13 10:26:27,113 semantic_segmentation INFO: Iters: 4540/40000 || Lr: 0.017956 || Task Loss: 0.2860 || KD Loss: 0.4060|| Cost Time: 1:12:12 || Estimated Time: 9:23:58
2023-04-13 10:26:36,105 semantic_segmentation INFO: Iters: 4550/40000 || Lr: 0.017951 || Task Loss: 0.7305 || KD Loss: 0.4474|| Cost Time: 1:12:21 || Estimated Time: 9:23:44
2023-04-13 10:26:45,066 semantic_segmentation INFO: Iters: 4560/40000 || Lr: 0.017947 || Task Loss: 0.3925 || KD Loss: 0.4293|| Cost Time: 1:12:30 || Estimated Time: 9:23:30
2023-04-13 10:26:54,067 semantic_segmentation INFO: Iters: 4570/40000 || Lr: 0.017942 || Task Loss: 0.3530 || KD Loss: 0.3090|| Cost Time: 1:12:39 || Estimated Time: 9:23:16
2023-04-13 10:27:03,014 semantic_segmentation INFO: Iters: 4580/40000 || Lr: 0.017937 || Task Loss: 0.3545 || KD Loss: 0.3885|| Cost Time: 1:12:48 || Estimated Time: 9:23:02
2023-04-13 10:27:11,471 semantic_segmentation INFO: Iters: 4590/40000 || Lr: 0.017933 || Task Loss: 0.2664 || KD Loss: 0.3088|| Cost Time: 1:12:57 || Estimated Time: 9:22:44
2023-04-13 10:27:20,989 semantic_segmentation INFO: Iters: 4600/40000 || Lr: 0.017928 || Task Loss: 0.2548 || KD Loss: 0.3324|| Cost Time: 1:13:06 || Estimated Time: 9:22:35
2023-04-13 10:27:29,918 semantic_segmentation INFO: Iters: 4610/40000 || Lr: 0.017924 || Task Loss: 0.3014 || KD Loss: 0.3965|| Cost Time: 1:13:15 || Estimated Time: 9:22:20
2023-04-13 10:27:38,940 semantic_segmentation INFO: Iters: 4620/40000 || Lr: 0.017919 || Task Loss: 0.3359 || KD Loss: 0.3818|| Cost Time: 1:13:24 || Estimated Time: 9:22:07
2023-04-13 10:27:47,988 semantic_segmentation INFO: Iters: 4630/40000 || Lr: 0.017915 || Task Loss: 0.3724 || KD Loss: 0.4672|| Cost Time: 1:13:33 || Estimated Time: 9:21:54
2023-04-13 10:27:56,894 semantic_segmentation INFO: Iters: 4640/40000 || Lr: 0.017910 || Task Loss: 0.4554 || KD Loss: 0.4063|| Cost Time: 1:13:42 || Estimated Time: 9:21:39
2023-04-13 10:28:05,873 semantic_segmentation INFO: Iters: 4650/40000 || Lr: 0.017906 || Task Loss: 0.2573 || KD Loss: 0.3657|| Cost Time: 1:13:51 || Estimated Time: 9:21:26
2023-04-13 10:28:14,918 semantic_segmentation INFO: Iters: 4660/40000 || Lr: 0.017901 || Task Loss: 0.2799 || KD Loss: 0.3483|| Cost Time: 1:14:00 || Estimated Time: 9:21:12
2023-04-13 10:28:23,880 semantic_segmentation INFO: Iters: 4670/40000 || Lr: 0.017897 || Task Loss: 0.3423 || KD Loss: 0.4217|| Cost Time: 1:14:09 || Estimated Time: 9:20:59
2023-04-13 10:28:32,835 semantic_segmentation INFO: Iters: 4680/40000 || Lr: 0.017892 || Task Loss: 0.2687 || KD Loss: 0.4041|| Cost Time: 1:14:18 || Estimated Time: 9:20:45
2023-04-13 10:28:41,823 semantic_segmentation INFO: Iters: 4690/40000 || Lr: 0.017888 || Task Loss: 0.2822 || KD Loss: 0.3848|| Cost Time: 1:14:27 || Estimated Time: 9:20:31
2023-04-13 10:28:50,679 semantic_segmentation INFO: Iters: 4700/40000 || Lr: 0.017883 || Task Loss: 0.2772 || KD Loss: 0.3578|| Cost Time: 1:14:36 || Estimated Time: 9:20:17
2023-04-13 10:28:59,767 semantic_segmentation INFO: Iters: 4710/40000 || Lr: 0.017879 || Task Loss: 0.2227 || KD Loss: 0.3617|| Cost Time: 1:14:45 || Estimated Time: 9:20:04
2023-04-13 10:29:08,730 semantic_segmentation INFO: Iters: 4720/40000 || Lr: 0.017874 || Task Loss: 0.3692 || KD Loss: 0.4119|| Cost Time: 1:14:54 || Estimated Time: 9:19:50
2023-04-13 10:29:17,719 semantic_segmentation INFO: Iters: 4730/40000 || Lr: 0.017869 || Task Loss: 0.4485 || KD Loss: 0.3873|| Cost Time: 1:15:03 || Estimated Time: 9:19:37
2023-04-13 10:29:26,668 semantic_segmentation INFO: Iters: 4740/40000 || Lr: 0.017865 || Task Loss: 0.3749 || KD Loss: 0.4920|| Cost Time: 1:15:12 || Estimated Time: 9:19:23
2023-04-13 10:29:35,556 semantic_segmentation INFO: Iters: 4750/40000 || Lr: 0.017860 || Task Loss: 0.3953 || KD Loss: 0.4589|| Cost Time: 1:15:21 || Estimated Time: 9:19:09
2023-04-13 10:29:44,557 semantic_segmentation INFO: Iters: 4760/40000 || Lr: 0.017856 || Task Loss: 0.2284 || KD Loss: 0.3731|| Cost Time: 1:15:30 || Estimated Time: 9:18:55
2023-04-13 10:29:53,567 semantic_segmentation INFO: Iters: 4770/40000 || Lr: 0.017851 || Task Loss: 0.2424 || KD Loss: 0.4124|| Cost Time: 1:15:39 || Estimated Time: 9:18:42
2023-04-13 10:30:02,574 semantic_segmentation INFO: Iters: 4780/40000 || Lr: 0.017847 || Task Loss: 0.2972 || KD Loss: 0.3302|| Cost Time: 1:15:48 || Estimated Time: 9:18:29
2023-04-13 10:30:11,585 semantic_segmentation INFO: Iters: 4790/40000 || Lr: 0.017842 || Task Loss: 0.2537 || KD Loss: 0.4769|| Cost Time: 1:15:57 || Estimated Time: 9:18:16
2023-04-13 10:30:20,335 semantic_segmentation INFO: Iters: 4800/40000 || Lr: 0.017838 || Task Loss: 0.2876 || KD Loss: 0.4430|| Cost Time: 1:16:05 || Estimated Time: 9:18:01
2023-04-13 10:30:20,619 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 10:30:28,590 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.965, mIoU: 0.393
2023-04-13 10:30:28,694 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.458
2023-04-13 10:30:28,791 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.469
2023-04-13 10:30:28,884 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.511
2023-04-13 10:30:28,981 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.502
2023-04-13 10:30:29,060 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.502
2023-04-13 10:30:29,130 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.543
2023-04-13 10:30:29,198 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.562
2023-04-13 10:30:29,275 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.572
2023-04-13 10:30:29,351 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.606
2023-04-13 10:30:29,425 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.609
2023-04-13 10:30:29,496 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.625
2023-04-13 10:30:29,579 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.629
2023-04-13 10:30:29,656 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.620
2023-04-13 10:30:29,728 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.938, mIoU: 0.607
2023-04-13 10:30:29,807 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.597
2023-04-13 10:30:29,878 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.597
2023-04-13 10:30:29,952 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.595
2023-04-13 10:30:30,026 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.606
2023-04-13 10:30:30,098 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.616
2023-04-13 10:30:30,171 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.618
2023-04-13 10:30:30,244 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-13 10:30:30,323 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 10:30:30,395 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-13 10:30:30,466 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 10:30:30,537 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 10:30:30,611 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 10:30:30,682 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 10:30:30,750 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.652
2023-04-13 10:30:30,821 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.656
2023-04-13 10:30:30,894 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 10:30:30,968 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.652
2023-04-13 10:30:31,045 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 10:30:31,128 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 10:30:31,202 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 10:30:31,276 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 10:30:31,349 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 10:30:31,421 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 10:30:31,493 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-13 10:30:31,564 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 10:30:31,637 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 10:30:31,710 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 10:30:31,780 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 10:30:31,858 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-13 10:30:31,932 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 10:30:32,009 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 10:30:32,084 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 10:30:32,157 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-13 10:30:32,232 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 10:30:32,310 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:30:32,385 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:30:32,457 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-13 10:30:32,529 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 10:30:32,605 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-13 10:30:32,688 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 10:30:32,765 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:30:32,845 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:30:32,919 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 10:30:32,993 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-13 10:30:33,063 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.662
2023-04-13 10:30:33,139 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-13 10:30:33,214 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 10:30:33,289 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-13 10:30:33,362 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 10:30:33,440 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-13 10:30:33,515 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 10:30:33,589 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.661
2023-04-13 10:30:33,670 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.661
2023-04-13 10:30:33,757 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.659
2023-04-13 10:30:33,834 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.659
2023-04-13 10:30:33,911 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.659
2023-04-13 10:30:33,985 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.660
2023-04-13 10:30:34,063 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 10:30:34,143 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 10:30:34,217 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-13 10:30:34,291 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 10:30:34,358 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 10:30:34,427 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.659
2023-04-13 10:30:34,496 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.659
2023-04-13 10:30:34,565 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 10:30:34,636 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.928, mIoU: 0.662
2023-04-13 10:30:34,716 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-13 10:30:34,784 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-13 10:30:34,851 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.658
2023-04-13 10:30:34,928 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.924, mIoU: 0.655
2023-04-13 10:30:35,001 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.654
2023-04-13 10:30:35,076 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.654
2023-04-13 10:30:35,151 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.654
2023-04-13 10:30:35,227 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.654
2023-04-13 10:30:35,304 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.925, mIoU: 0.654
2023-04-13 10:30:35,376 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.925, mIoU: 0.654
2023-04-13 10:30:35,450 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.924, mIoU: 0.658
2023-04-13 10:30:35,524 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.658
2023-04-13 10:30:35,599 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.658
2023-04-13 10:30:35,670 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.659
2023-04-13 10:30:35,743 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.658
2023-04-13 10:30:35,823 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.656
2023-04-13 10:30:35,902 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.656
2023-04-13 10:30:35,977 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.657
2023-04-13 10:30:36,049 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.924, mIoU: 0.657
2023-04-13 10:30:36,122 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.922, mIoU: 0.656
2023-04-13 10:30:36,196 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.654
2023-04-13 10:30:36,268 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.654
2023-04-13 10:30:36,343 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.654
2023-04-13 10:30:36,417 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.922, mIoU: 0.654
2023-04-13 10:30:36,487 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.654
2023-04-13 10:30:36,561 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.654
2023-04-13 10:30:36,636 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.923, mIoU: 0.654
2023-04-13 10:30:36,710 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.923, mIoU: 0.654
2023-04-13 10:30:36,785 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.922, mIoU: 0.652
2023-04-13 10:30:36,862 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.652
2023-04-13 10:30:36,937 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.651
2023-04-13 10:30:37,016 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.651
2023-04-13 10:30:37,095 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.651
2023-04-13 10:30:37,172 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.651
2023-04-13 10:30:37,248 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.922, mIoU: 0.650
2023-04-13 10:30:37,321 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.922, mIoU: 0.652
2023-04-13 10:30:37,397 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.922, mIoU: 0.653
2023-04-13 10:30:37,472 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.650
2023-04-13 10:30:37,549 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.650
2023-04-13 10:30:37,623 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.922, mIoU: 0.649
2023-04-13 10:30:37,697 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.922, mIoU: 0.649
2023-04-13 10:30:37,772 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.922, mIoU: 0.649
2023-04-13 10:30:37,843 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.922, mIoU: 0.651
2023-04-13 10:30:37,914 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.921, mIoU: 0.650
2023-04-13 10:30:37,983 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.648
2023-04-13 10:30:38,052 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.921, mIoU: 0.650
2023-04-13 10:30:38,122 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.921, mIoU: 0.650
2023-04-13 10:30:38,198 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.921, mIoU: 0.649
2023-04-13 10:30:38,274 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.921, mIoU: 0.649
2023-04-13 10:30:38,344 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.649
2023-04-13 10:30:38,422 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.922, mIoU: 0.649
2023-04-13 10:30:38,510 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.922, mIoU: 0.649
2023-04-13 10:30:38,589 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.648
2023-04-13 10:30:38,665 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.649
2023-04-13 10:30:38,739 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.649
2023-04-13 10:30:38,811 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.923, mIoU: 0.649
2023-04-13 10:30:38,886 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.923, mIoU: 0.648
2023-04-13 10:30:38,957 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.922, mIoU: 0.648
2023-04-13 10:30:39,031 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:39,104 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.922, mIoU: 0.650
2023-04-13 10:30:39,184 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.649
2023-04-13 10:30:39,257 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.923, mIoU: 0.648
2023-04-13 10:30:39,327 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.923, mIoU: 0.648
2023-04-13 10:30:39,401 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.648
2023-04-13 10:30:39,478 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:39,548 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:39,624 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:39,699 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:39,770 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.649
2023-04-13 10:30:39,850 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:39,935 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:40,012 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:40,086 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:40,160 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.923, mIoU: 0.650
2023-04-13 10:30:40,233 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.923, mIoU: 0.651
2023-04-13 10:30:40,304 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.923, mIoU: 0.651
2023-04-13 10:30:40,377 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.923, mIoU: 0.651
2023-04-13 10:30:40,450 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.924, mIoU: 0.651
2023-04-13 10:30:40,526 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.924, mIoU: 0.651
2023-04-13 10:30:40,595 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.924, mIoU: 0.650
2023-04-13 10:30:40,668 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.923, mIoU: 0.648
2023-04-13 10:30:40,759 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.923, mIoU: 0.648
2023-04-13 10:30:40,839 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.923, mIoU: 0.648
2023-04-13 10:30:40,911 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.923, mIoU: 0.647
2023-04-13 10:30:40,985 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.924, mIoU: 0.647
2023-04-13 10:30:41,060 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.924, mIoU: 0.647
2023-04-13 10:30:41,139 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.924, mIoU: 0.647
2023-04-13 10:30:41,214 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.924, mIoU: 0.648
2023-04-13 10:30:41,288 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.924, mIoU: 0.648
2023-04-13 10:30:41,362 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.925, mIoU: 0.648
2023-04-13 10:30:41,434 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.925, mIoU: 0.648
2023-04-13 10:30:41,509 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:41,580 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:41,653 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:41,729 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:41,799 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:41,870 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:41,942 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:42,020 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:42,093 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:42,163 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:42,233 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-13 10:30:42,306 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 10:30:42,382 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 10:30:42,458 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-13 10:30:42,532 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-13 10:30:42,606 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-13 10:30:42,680 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 10:30:42,751 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 10:30:42,825 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 10:30:42,900 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.926, mIoU: 0.648
2023-04-13 10:30:42,971 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.926, mIoU: 0.649
2023-04-13 10:30:43,042 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.926, mIoU: 0.649
2023-04-13 10:30:43,111 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.926, mIoU: 0.649
2023-04-13 10:30:43,182 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.926, mIoU: 0.648
2023-04-13 10:30:43,266 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 10:30:43,341 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 10:30:43,421 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 10:30:43,498 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-13 10:30:43,578 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.926, mIoU: 0.648
2023-04-13 10:30:43,652 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.926, mIoU: 0.648
2023-04-13 10:30:43,727 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.926, mIoU: 0.648
2023-04-13 10:30:43,803 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 10:30:43,875 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 10:30:43,949 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 10:30:44,027 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 10:30:44,105 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 10:30:44,180 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 10:30:44,255 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-13 10:30:44,334 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-13 10:30:44,409 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:44,479 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:44,551 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:44,626 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:44,701 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:44,777 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:44,853 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:44,930 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:45,001 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:45,070 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 10:30:45,139 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 10:30:45,209 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 10:30:45,276 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 10:30:45,346 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 10:30:45,412 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 10:30:45,479 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 10:30:45,546 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 10:30:45,612 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:45,677 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-13 10:30:45,741 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 10:30:45,803 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 10:30:45,868 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 10:30:45,932 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 10:30:45,997 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 10:30:46,064 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-13 10:30:46,129 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:46,197 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:46,264 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:46,333 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:46,401 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-13 10:30:46,472 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-13 10:30:46,541 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-13 10:30:46,612 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-13 10:30:46,683 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.928, mIoU: 0.649
2023-04-13 10:30:46,753 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 10:30:46,823 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.928, mIoU: 0.649
2023-04-13 10:30:46,890 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-13 10:30:46,959 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 10:30:47,027 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-13 10:30:48,463 semantic_segmentation INFO: Overall validation pixAcc: 93.712, mIoU: 65.674
2023-04-13 10:30:57,592 semantic_segmentation INFO: Iters: 4810/40000 || Lr: 0.017833 || Task Loss: 0.3631 || KD Loss: 0.4501|| Cost Time: 1:16:43 || Estimated Time: 9:21:14
2023-04-13 10:31:06,351 semantic_segmentation INFO: Iters: 4820/40000 || Lr: 0.017829 || Task Loss: 0.2851 || KD Loss: 0.4016|| Cost Time: 1:16:51 || Estimated Time: 9:20:59
2023-04-13 10:31:15,150 semantic_segmentation INFO: Iters: 4830/40000 || Lr: 0.017824 || Task Loss: 0.3150 || KD Loss: 0.3850|| Cost Time: 1:17:00 || Estimated Time: 9:20:43
2023-04-13 10:31:23,986 semantic_segmentation INFO: Iters: 4840/40000 || Lr: 0.017820 || Task Loss: 0.3090 || KD Loss: 0.3744|| Cost Time: 1:17:09 || Estimated Time: 9:20:29
2023-04-13 10:31:32,808 semantic_segmentation INFO: Iters: 4850/40000 || Lr: 0.017815 || Task Loss: 0.3027 || KD Loss: 0.3762|| Cost Time: 1:17:18 || Estimated Time: 9:20:14
2023-04-13 10:31:41,623 semantic_segmentation INFO: Iters: 4860/40000 || Lr: 0.017811 || Task Loss: 0.4721 || KD Loss: 0.4453|| Cost Time: 1:17:27 || Estimated Time: 9:19:59
2023-04-13 10:31:50,546 semantic_segmentation INFO: Iters: 4870/40000 || Lr: 0.017806 || Task Loss: 0.2965 || KD Loss: 0.3844|| Cost Time: 1:17:36 || Estimated Time: 9:19:44
2023-04-13 10:31:59,423 semantic_segmentation INFO: Iters: 4880/40000 || Lr: 0.017801 || Task Loss: 0.3715 || KD Loss: 0.4106|| Cost Time: 1:17:44 || Estimated Time: 9:19:30
2023-04-13 10:32:08,341 semantic_segmentation INFO: Iters: 4890/40000 || Lr: 0.017797 || Task Loss: 0.2108 || KD Loss: 0.4210|| Cost Time: 1:17:53 || Estimated Time: 9:19:16
2023-04-13 10:32:17,295 semantic_segmentation INFO: Iters: 4900/40000 || Lr: 0.017792 || Task Loss: 0.2404 || KD Loss: 0.3618|| Cost Time: 1:18:02 || Estimated Time: 9:19:02
2023-04-13 10:32:26,223 semantic_segmentation INFO: Iters: 4910/40000 || Lr: 0.017788 || Task Loss: 0.3357 || KD Loss: 0.4056|| Cost Time: 1:18:11 || Estimated Time: 9:18:48
2023-04-13 10:32:35,147 semantic_segmentation INFO: Iters: 4920/40000 || Lr: 0.017783 || Task Loss: 0.2640 || KD Loss: 0.4334|| Cost Time: 1:18:20 || Estimated Time: 9:18:34
2023-04-13 10:32:43,962 semantic_segmentation INFO: Iters: 4930/40000 || Lr: 0.017779 || Task Loss: 0.3055 || KD Loss: 0.3926|| Cost Time: 1:18:29 || Estimated Time: 9:18:19
2023-04-13 10:32:52,977 semantic_segmentation INFO: Iters: 4940/40000 || Lr: 0.017774 || Task Loss: 0.3263 || KD Loss: 0.4474|| Cost Time: 1:18:38 || Estimated Time: 9:18:06
2023-04-13 10:33:01,902 semantic_segmentation INFO: Iters: 4950/40000 || Lr: 0.017770 || Task Loss: 0.3860 || KD Loss: 0.5124|| Cost Time: 1:18:47 || Estimated Time: 9:17:52
2023-04-13 10:33:10,896 semantic_segmentation INFO: Iters: 4960/40000 || Lr: 0.017765 || Task Loss: 0.3910 || KD Loss: 0.4858|| Cost Time: 1:18:56 || Estimated Time: 9:17:38
2023-04-13 10:33:19,873 semantic_segmentation INFO: Iters: 4970/40000 || Lr: 0.017761 || Task Loss: 0.3845 || KD Loss: 0.4545|| Cost Time: 1:19:05 || Estimated Time: 9:17:25
2023-04-13 10:33:28,832 semantic_segmentation INFO: Iters: 4980/40000 || Lr: 0.017756 || Task Loss: 0.3032 || KD Loss: 0.3823|| Cost Time: 1:19:14 || Estimated Time: 9:17:11
2023-04-13 10:33:37,760 semantic_segmentation INFO: Iters: 4990/40000 || Lr: 0.017752 || Task Loss: 0.3168 || KD Loss: 0.3890|| Cost Time: 1:19:23 || Estimated Time: 9:16:57
2023-04-13 10:33:46,673 semantic_segmentation INFO: Iters: 5000/40000 || Lr: 0.017747 || Task Loss: 0.3485 || KD Loss: 0.3960|| Cost Time: 1:19:32 || Estimated Time: 9:16:43
2023-04-13 10:33:55,652 semantic_segmentation INFO: Iters: 5010/40000 || Lr: 0.017742 || Task Loss: 0.3305 || KD Loss: 0.3633|| Cost Time: 1:19:41 || Estimated Time: 9:16:30
2023-04-13 10:34:04,606 semantic_segmentation INFO: Iters: 5020/40000 || Lr: 0.017738 || Task Loss: 0.2831 || KD Loss: 0.3595|| Cost Time: 1:19:50 || Estimated Time: 9:16:16
2023-04-13 10:34:13,504 semantic_segmentation INFO: Iters: 5030/40000 || Lr: 0.017733 || Task Loss: 0.2969 || KD Loss: 0.3437|| Cost Time: 1:19:59 || Estimated Time: 9:16:02
2023-04-13 10:34:22,428 semantic_segmentation INFO: Iters: 5040/40000 || Lr: 0.017729 || Task Loss: 0.2919 || KD Loss: 0.3453|| Cost Time: 1:20:07 || Estimated Time: 9:15:48
2023-04-13 10:34:30,964 semantic_segmentation INFO: Iters: 5050/40000 || Lr: 0.017724 || Task Loss: 0.2740 || KD Loss: 0.3555|| Cost Time: 1:20:16 || Estimated Time: 9:15:32
2023-04-13 10:34:39,959 semantic_segmentation INFO: Iters: 5060/40000 || Lr: 0.017720 || Task Loss: 0.4145 || KD Loss: 0.3684|| Cost Time: 1:20:25 || Estimated Time: 9:15:18
2023-04-13 10:34:49,088 semantic_segmentation INFO: Iters: 5070/40000 || Lr: 0.017715 || Task Loss: 0.4181 || KD Loss: 0.4002|| Cost Time: 1:20:34 || Estimated Time: 9:15:06
2023-04-13 10:34:58,207 semantic_segmentation INFO: Iters: 5080/40000 || Lr: 0.017711 || Task Loss: 0.3001 || KD Loss: 0.4384|| Cost Time: 1:20:43 || Estimated Time: 9:14:54
2023-04-13 10:35:07,164 semantic_segmentation INFO: Iters: 5090/40000 || Lr: 0.017706 || Task Loss: 0.2508 || KD Loss: 0.3664|| Cost Time: 1:20:52 || Estimated Time: 9:14:40
2023-04-13 10:35:16,169 semantic_segmentation INFO: Iters: 5100/40000 || Lr: 0.017702 || Task Loss: 0.3611 || KD Loss: 0.4545|| Cost Time: 1:21:01 || Estimated Time: 9:14:27
2023-04-13 10:35:24,943 semantic_segmentation INFO: Iters: 5110/40000 || Lr: 0.017697 || Task Loss: 0.2330 || KD Loss: 0.3689|| Cost Time: 1:21:10 || Estimated Time: 9:14:12
2023-04-13 10:35:33,908 semantic_segmentation INFO: Iters: 5120/40000 || Lr: 0.017693 || Task Loss: 0.4153 || KD Loss: 0.4910|| Cost Time: 1:21:19 || Estimated Time: 9:13:59
2023-04-13 10:35:42,924 semantic_segmentation INFO: Iters: 5130/40000 || Lr: 0.017688 || Task Loss: 0.3285 || KD Loss: 0.3719|| Cost Time: 1:21:28 || Estimated Time: 9:13:46
2023-04-13 10:35:51,877 semantic_segmentation INFO: Iters: 5140/40000 || Lr: 0.017683 || Task Loss: 0.2803 || KD Loss: 0.3712|| Cost Time: 1:21:37 || Estimated Time: 9:13:32
2023-04-13 10:36:00,768 semantic_segmentation INFO: Iters: 5150/40000 || Lr: 0.017679 || Task Loss: 0.3872 || KD Loss: 0.3448|| Cost Time: 1:21:46 || Estimated Time: 9:13:19
2023-04-13 10:36:09,702 semantic_segmentation INFO: Iters: 5160/40000 || Lr: 0.017674 || Task Loss: 0.2645 || KD Loss: 0.4076|| Cost Time: 1:21:55 || Estimated Time: 9:13:05
2023-04-13 10:36:18,693 semantic_segmentation INFO: Iters: 5170/40000 || Lr: 0.017670 || Task Loss: 0.5703 || KD Loss: 0.4475|| Cost Time: 1:22:04 || Estimated Time: 9:12:52
2023-04-13 10:36:27,589 semantic_segmentation INFO: Iters: 5180/40000 || Lr: 0.017665 || Task Loss: 0.3849 || KD Loss: 0.3662|| Cost Time: 1:22:13 || Estimated Time: 9:12:38
2023-04-13 10:36:36,562 semantic_segmentation INFO: Iters: 5190/40000 || Lr: 0.017661 || Task Loss: 0.2887 || KD Loss: 0.3018|| Cost Time: 1:22:22 || Estimated Time: 9:12:25
2023-04-13 10:36:45,512 semantic_segmentation INFO: Iters: 5200/40000 || Lr: 0.017656 || Task Loss: 0.3302 || KD Loss: 0.3562|| Cost Time: 1:22:31 || Estimated Time: 9:12:12
2023-04-13 10:36:45,796 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 10:36:52,020 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.933, mIoU: 0.387
2023-04-13 10:36:53,517 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.952, mIoU: 0.454
2023-04-13 10:36:53,613 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.465
2023-04-13 10:36:53,700 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.472
2023-04-13 10:36:53,780 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.455
2023-04-13 10:36:53,861 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.941, mIoU: 0.457
2023-04-13 10:36:53,947 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.942, mIoU: 0.504
2023-04-13 10:36:54,031 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.943, mIoU: 0.543
2023-04-13 10:36:54,116 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.560
2023-04-13 10:36:54,204 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.937, mIoU: 0.593
2023-04-13 10:36:54,286 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.934, mIoU: 0.608
2023-04-13 10:36:54,354 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.930, mIoU: 0.626
2023-04-13 10:36:54,426 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-13 10:36:54,499 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.929, mIoU: 0.619
2023-04-13 10:36:54,574 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.925, mIoU: 0.602
2023-04-13 10:36:54,648 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.595
2023-04-13 10:36:54,724 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.595
2023-04-13 10:36:54,795 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.925, mIoU: 0.593
2023-04-13 10:36:54,866 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.924, mIoU: 0.602
2023-04-13 10:36:54,935 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.611
2023-04-13 10:36:55,004 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-13 10:36:55,079 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.916, mIoU: 0.591
2023-04-13 10:36:55,149 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.917, mIoU: 0.591
2023-04-13 10:36:55,228 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.916, mIoU: 0.601
2023-04-13 10:36:55,300 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-13 10:36:55,369 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-13 10:36:55,450 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.916, mIoU: 0.614
2023-04-13 10:36:55,530 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.915, mIoU: 0.610
2023-04-13 10:36:55,608 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:36:55,680 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.915, mIoU: 0.611
2023-04-13 10:36:55,751 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.916, mIoU: 0.612
2023-04-13 10:36:55,825 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.915, mIoU: 0.610
2023-04-13 10:36:55,901 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.917, mIoU: 0.612
2023-04-13 10:36:55,970 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-13 10:36:56,042 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 10:36:56,119 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 10:36:56,194 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-13 10:36:56,268 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-13 10:36:56,345 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.916, mIoU: 0.614
2023-04-13 10:36:56,421 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 10:36:56,500 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-13 10:36:56,574 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.918, mIoU: 0.613
2023-04-13 10:36:56,646 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.918, mIoU: 0.613
2023-04-13 10:36:56,720 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.919, mIoU: 0.615
2023-04-13 10:36:56,797 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-13 10:36:56,867 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.919, mIoU: 0.613
2023-04-13 10:36:56,937 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-13 10:36:57,009 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.921, mIoU: 0.613
2023-04-13 10:36:57,087 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.922, mIoU: 0.615
2023-04-13 10:36:57,164 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-13 10:36:57,238 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-13 10:36:57,314 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-13 10:36:57,393 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.919, mIoU: 0.608
2023-04-13 10:36:57,466 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.918, mIoU: 0.603
2023-04-13 10:36:57,535 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.916, mIoU: 0.602
2023-04-13 10:36:57,607 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.916, mIoU: 0.601
2023-04-13 10:36:57,679 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.916, mIoU: 0.601
2023-04-13 10:36:57,748 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.917, mIoU: 0.608
2023-04-13 10:36:57,821 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.917, mIoU: 0.612
2023-04-13 10:36:57,899 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.917, mIoU: 0.611
2023-04-13 10:36:57,973 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.917, mIoU: 0.613
2023-04-13 10:36:58,049 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-13 10:36:58,129 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.916, mIoU: 0.610
2023-04-13 10:36:58,204 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.614
2023-04-13 10:36:58,287 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.916, mIoU: 0.617
2023-04-13 10:36:58,362 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.916, mIoU: 0.617
2023-04-13 10:36:58,432 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.915, mIoU: 0.615
2023-04-13 10:36:58,505 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.915, mIoU: 0.615
2023-04-13 10:36:58,578 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.915, mIoU: 0.612
2023-04-13 10:36:58,652 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.915, mIoU: 0.611
2023-04-13 10:36:58,726 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.915, mIoU: 0.612
2023-04-13 10:36:58,811 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.916, mIoU: 0.612
2023-04-13 10:36:58,888 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.916, mIoU: 0.612
2023-04-13 10:36:58,962 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.916, mIoU: 0.612
2023-04-13 10:36:59,034 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.916, mIoU: 0.613
2023-04-13 10:36:59,109 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.915, mIoU: 0.613
2023-04-13 10:36:59,182 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.916, mIoU: 0.613
2023-04-13 10:36:59,254 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.916, mIoU: 0.613
2023-04-13 10:36:59,325 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.915, mIoU: 0.612
2023-04-13 10:36:59,396 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.915, mIoU: 0.614
2023-04-13 10:36:59,467 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:36:59,545 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.916, mIoU: 0.617
2023-04-13 10:36:59,620 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:36:59,698 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.915, mIoU: 0.611
2023-04-13 10:36:59,775 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.912, mIoU: 0.606
2023-04-13 10:36:59,846 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.912, mIoU: 0.606
2023-04-13 10:36:59,919 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.912, mIoU: 0.606
2023-04-13 10:36:59,990 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.912, mIoU: 0.606
2023-04-13 10:37:00,080 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.912, mIoU: 0.606
2023-04-13 10:37:00,164 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.912, mIoU: 0.606
2023-04-13 10:37:00,238 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.913, mIoU: 0.606
2023-04-13 10:37:00,308 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.912, mIoU: 0.615
2023-04-13 10:37:00,380 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.912, mIoU: 0.615
2023-04-13 10:37:00,457 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.913, mIoU: 0.615
2023-04-13 10:37:00,533 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.913, mIoU: 0.615
2023-04-13 10:37:00,602 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.914, mIoU: 0.615
2023-04-13 10:37:00,671 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.913, mIoU: 0.616
2023-04-13 10:37:00,744 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.914, mIoU: 0.615
2023-04-13 10:37:00,821 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.913, mIoU: 0.618
2023-04-13 10:37:00,891 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.913, mIoU: 0.618
2023-04-13 10:37:00,963 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.912, mIoU: 0.618
2023-04-13 10:37:01,033 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.912, mIoU: 0.618
2023-04-13 10:37:01,101 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.912, mIoU: 0.618
2023-04-13 10:37:01,171 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.912, mIoU: 0.618
2023-04-13 10:37:01,245 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.912, mIoU: 0.618
2023-04-13 10:37:01,318 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.912, mIoU: 0.618
2023-04-13 10:37:01,393 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.913, mIoU: 0.618
2023-04-13 10:37:01,469 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.913, mIoU: 0.619
2023-04-13 10:37:01,552 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.913, mIoU: 0.619
2023-04-13 10:37:01,628 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.913, mIoU: 0.619
2023-04-13 10:37:01,701 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.913, mIoU: 0.620
2023-04-13 10:37:01,774 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.913, mIoU: 0.619
2023-04-13 10:37:01,848 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.913, mIoU: 0.619
2023-04-13 10:37:01,917 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.913, mIoU: 0.619
2023-04-13 10:37:01,991 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.913, mIoU: 0.619
2023-04-13 10:37:02,064 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.914, mIoU: 0.618
2023-04-13 10:37:02,141 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.914, mIoU: 0.620
2023-04-13 10:37:02,215 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.914, mIoU: 0.621
2023-04-13 10:37:02,293 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.913, mIoU: 0.616
2023-04-13 10:37:02,370 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.913, mIoU: 0.616
2023-04-13 10:37:02,444 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.913, mIoU: 0.616
2023-04-13 10:37:02,517 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.913, mIoU: 0.615
2023-04-13 10:37:02,591 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.913, mIoU: 0.615
2023-04-13 10:37:02,665 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.913, mIoU: 0.617
2023-04-13 10:37:02,736 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.913, mIoU: 0.617
2023-04-13 10:37:02,813 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.912, mIoU: 0.616
2023-04-13 10:37:02,885 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.912, mIoU: 0.618
2023-04-13 10:37:02,958 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.913, mIoU: 0.618
2023-04-13 10:37:03,031 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.913, mIoU: 0.618
2023-04-13 10:37:03,104 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.913, mIoU: 0.618
2023-04-13 10:37:03,178 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.913, mIoU: 0.618
2023-04-13 10:37:03,253 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.913, mIoU: 0.618
2023-04-13 10:37:03,327 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.914, mIoU: 0.617
2023-04-13 10:37:03,401 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.914, mIoU: 0.617
2023-04-13 10:37:03,474 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:03,549 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.915, mIoU: 0.616
2023-04-13 10:37:03,621 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:03,690 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.914, mIoU: 0.615
2023-04-13 10:37:03,758 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.914, mIoU: 0.615
2023-04-13 10:37:03,835 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.914, mIoU: 0.618
2023-04-13 10:37:03,911 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.914, mIoU: 0.617
2023-04-13 10:37:03,982 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.914, mIoU: 0.617
2023-04-13 10:37:04,056 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.914, mIoU: 0.617
2023-04-13 10:37:04,131 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.914, mIoU: 0.617
2023-04-13 10:37:04,207 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:04,285 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:04,360 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:04,436 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:04,510 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.913, mIoU: 0.615
2023-04-13 10:37:04,580 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.913, mIoU: 0.615
2023-04-13 10:37:04,652 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.913, mIoU: 0.617
2023-04-13 10:37:04,732 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.913, mIoU: 0.617
2023-04-13 10:37:04,804 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.913, mIoU: 0.618
2023-04-13 10:37:04,877 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.913, mIoU: 0.619
2023-04-13 10:37:04,953 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.914, mIoU: 0.619
2023-04-13 10:37:05,026 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.914, mIoU: 0.619
2023-04-13 10:37:05,101 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.914, mIoU: 0.619
2023-04-13 10:37:05,179 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.914, mIoU: 0.619
2023-04-13 10:37:05,253 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.914, mIoU: 0.619
2023-04-13 10:37:05,327 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.914, mIoU: 0.619
2023-04-13 10:37:05,399 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.914, mIoU: 0.618
2023-04-13 10:37:05,471 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.914, mIoU: 0.617
2023-04-13 10:37:05,543 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.914, mIoU: 0.617
2023-04-13 10:37:05,618 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:05,691 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:05,768 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:05,846 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.914, mIoU: 0.616
2023-04-13 10:37:05,922 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.915, mIoU: 0.616
2023-04-13 10:37:05,994 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.915, mIoU: 0.617
2023-04-13 10:37:06,071 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.915, mIoU: 0.617
2023-04-13 10:37:06,145 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.915, mIoU: 0.617
2023-04-13 10:37:06,215 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.915, mIoU: 0.617
2023-04-13 10:37:06,287 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.916, mIoU: 0.617
2023-04-13 10:37:06,358 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:37:06,427 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.916, mIoU: 0.617
2023-04-13 10:37:06,503 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.916, mIoU: 0.617
2023-04-13 10:37:06,580 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.916, mIoU: 0.617
2023-04-13 10:37:06,658 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.916, mIoU: 0.617
2023-04-13 10:37:06,738 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.916, mIoU: 0.617
2023-04-13 10:37:06,810 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.915, mIoU: 0.616
2023-04-13 10:37:06,883 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.915, mIoU: 0.616
2023-04-13 10:37:06,953 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:37:07,024 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:37:07,101 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:37:07,178 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:37:07,253 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:37:07,328 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:37:07,404 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.916, mIoU: 0.616
2023-04-13 10:37:07,483 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 10:37:07,560 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 10:37:07,641 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 10:37:07,713 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 10:37:07,783 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.917, mIoU: 0.618
2023-04-13 10:37:07,853 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.917, mIoU: 0.618
2023-04-13 10:37:07,923 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.917, mIoU: 0.618
2023-04-13 10:37:07,990 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.917, mIoU: 0.618
2023-04-13 10:37:08,066 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.917, mIoU: 0.617
2023-04-13 10:37:08,141 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.917, mIoU: 0.617
2023-04-13 10:37:08,216 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 10:37:08,291 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 10:37:08,369 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 10:37:08,444 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 10:37:08,518 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 10:37:08,591 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 10:37:08,663 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 10:37:08,737 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 10:37:08,808 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 10:37:08,879 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-13 10:37:08,957 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-13 10:37:09,032 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-13 10:37:09,109 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-13 10:37:09,189 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.918, mIoU: 0.615
2023-04-13 10:37:09,261 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.918, mIoU: 0.615
2023-04-13 10:37:09,337 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.918, mIoU: 0.616
2023-04-13 10:37:09,411 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.918, mIoU: 0.616
2023-04-13 10:37:09,485 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-13 10:37:09,560 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-13 10:37:09,630 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-13 10:37:09,699 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-13 10:37:09,766 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-13 10:37:09,837 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-13 10:37:09,908 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-13 10:37:09,978 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-13 10:37:10,050 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-13 10:37:10,122 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-13 10:37:10,195 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-13 10:37:10,265 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.920, mIoU: 0.614
2023-04-13 10:37:10,337 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.920, mIoU: 0.614
2023-04-13 10:37:10,409 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.919, mIoU: 0.618
2023-04-13 10:37:10,479 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-13 10:37:10,549 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.918, mIoU: 0.616
2023-04-13 10:37:10,616 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.918, mIoU: 0.616
2023-04-13 10:37:10,684 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.918, mIoU: 0.616
2023-04-13 10:37:10,751 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.918, mIoU: 0.616
2023-04-13 10:37:10,818 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.918, mIoU: 0.616
2023-04-13 10:37:10,884 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-13 10:37:10,950 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-13 10:37:11,019 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-13 10:37:11,090 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-13 10:37:11,162 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-13 10:37:11,231 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.919, mIoU: 0.618
2023-04-13 10:37:11,300 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.919, mIoU: 0.618
2023-04-13 10:37:11,366 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.919, mIoU: 0.618
2023-04-13 10:37:11,435 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.919, mIoU: 0.618
2023-04-13 10:37:11,503 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-13 10:37:11,570 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-13 10:37:11,636 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-13 10:37:11,699 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-13 10:37:11,765 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-13 10:37:11,834 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-13 10:37:13,035 semantic_segmentation INFO: Overall validation pixAcc: 92.142, mIoU: 62.067
2023-04-13 10:37:21,843 semantic_segmentation INFO: Iters: 5210/40000 || Lr: 0.017652 || Task Loss: 0.4144 || KD Loss: 0.4856|| Cost Time: 1:23:07 || Estimated Time: 9:15:01
2023-04-13 10:37:30,554 semantic_segmentation INFO: Iters: 5220/40000 || Lr: 0.017647 || Task Loss: 0.2876 || KD Loss: 0.3534|| Cost Time: 1:23:16 || Estimated Time: 9:14:46
2023-04-13 10:37:39,346 semantic_segmentation INFO: Iters: 5230/40000 || Lr: 0.017643 || Task Loss: 0.2768 || KD Loss: 0.3327|| Cost Time: 1:23:24 || Estimated Time: 9:14:31
2023-04-13 10:37:48,200 semantic_segmentation INFO: Iters: 5240/40000 || Lr: 0.017638 || Task Loss: 0.4661 || KD Loss: 0.4197|| Cost Time: 1:23:33 || Estimated Time: 9:14:17
2023-04-13 10:37:57,127 semantic_segmentation INFO: Iters: 5250/40000 || Lr: 0.017634 || Task Loss: 0.4217 || KD Loss: 0.4396|| Cost Time: 1:23:42 || Estimated Time: 9:14:03
2023-04-13 10:38:06,099 semantic_segmentation INFO: Iters: 5260/40000 || Lr: 0.017629 || Task Loss: 0.2687 || KD Loss: 0.3770|| Cost Time: 1:23:51 || Estimated Time: 9:13:49
2023-04-13 10:38:15,012 semantic_segmentation INFO: Iters: 5270/40000 || Lr: 0.017624 || Task Loss: 0.3094 || KD Loss: 0.3321|| Cost Time: 1:24:00 || Estimated Time: 9:13:36
2023-04-13 10:38:23,976 semantic_segmentation INFO: Iters: 5280/40000 || Lr: 0.017620 || Task Loss: 0.2917 || KD Loss: 0.3186|| Cost Time: 1:24:09 || Estimated Time: 9:13:22
2023-04-13 10:38:32,926 semantic_segmentation INFO: Iters: 5290/40000 || Lr: 0.017615 || Task Loss: 0.2123 || KD Loss: 0.3470|| Cost Time: 1:24:18 || Estimated Time: 9:13:09
2023-04-13 10:38:41,884 semantic_segmentation INFO: Iters: 5300/40000 || Lr: 0.017611 || Task Loss: 0.2661 || KD Loss: 0.3073|| Cost Time: 1:24:27 || Estimated Time: 9:12:55
2023-04-13 10:38:50,843 semantic_segmentation INFO: Iters: 5310/40000 || Lr: 0.017606 || Task Loss: 0.4043 || KD Loss: 0.4148|| Cost Time: 1:24:36 || Estimated Time: 9:12:41
2023-04-13 10:38:59,716 semantic_segmentation INFO: Iters: 5320/40000 || Lr: 0.017602 || Task Loss: 0.3791 || KD Loss: 0.3831|| Cost Time: 1:24:45 || Estimated Time: 9:12:28
2023-04-13 10:39:08,738 semantic_segmentation INFO: Iters: 5330/40000 || Lr: 0.017597 || Task Loss: 0.2950 || KD Loss: 0.4696|| Cost Time: 1:24:54 || Estimated Time: 9:12:14
2023-04-13 10:39:17,772 semantic_segmentation INFO: Iters: 5340/40000 || Lr: 0.017593 || Task Loss: 0.3822 || KD Loss: 0.5087|| Cost Time: 1:25:03 || Estimated Time: 9:12:01
2023-04-13 10:39:26,800 semantic_segmentation INFO: Iters: 5350/40000 || Lr: 0.017588 || Task Loss: 0.3325 || KD Loss: 0.3845|| Cost Time: 1:25:12 || Estimated Time: 9:11:48
2023-04-13 10:39:35,819 semantic_segmentation INFO: Iters: 5360/40000 || Lr: 0.017584 || Task Loss: 0.4591 || KD Loss: 0.4674|| Cost Time: 1:25:21 || Estimated Time: 9:11:35
2023-04-13 10:39:44,781 semantic_segmentation INFO: Iters: 5370/40000 || Lr: 0.017579 || Task Loss: 0.2483 || KD Loss: 0.3433|| Cost Time: 1:25:30 || Estimated Time: 9:11:22
2023-04-13 10:39:53,781 semantic_segmentation INFO: Iters: 5380/40000 || Lr: 0.017574 || Task Loss: 0.3151 || KD Loss: 0.3706|| Cost Time: 1:25:39 || Estimated Time: 9:11:09
2023-04-13 10:40:02,735 semantic_segmentation INFO: Iters: 5390/40000 || Lr: 0.017570 || Task Loss: 0.2240 || KD Loss: 0.3966|| Cost Time: 1:25:48 || Estimated Time: 9:10:56
2023-04-13 10:40:11,721 semantic_segmentation INFO: Iters: 5400/40000 || Lr: 0.017565 || Task Loss: 0.2067 || KD Loss: 0.3265|| Cost Time: 1:25:57 || Estimated Time: 9:10:42
2023-04-13 10:40:20,754 semantic_segmentation INFO: Iters: 5410/40000 || Lr: 0.017561 || Task Loss: 0.2630 || KD Loss: 0.3292|| Cost Time: 1:26:06 || Estimated Time: 9:10:30
2023-04-13 10:40:29,771 semantic_segmentation INFO: Iters: 5420/40000 || Lr: 0.017556 || Task Loss: 0.2416 || KD Loss: 0.3822|| Cost Time: 1:26:15 || Estimated Time: 9:10:17
2023-04-13 10:40:38,766 semantic_segmentation INFO: Iters: 5430/40000 || Lr: 0.017552 || Task Loss: 0.3646 || KD Loss: 0.3972|| Cost Time: 1:26:24 || Estimated Time: 9:10:04
2023-04-13 10:40:47,629 semantic_segmentation INFO: Iters: 5440/40000 || Lr: 0.017547 || Task Loss: 0.4376 || KD Loss: 0.4002|| Cost Time: 1:26:33 || Estimated Time: 9:09:50
2023-04-13 10:40:56,608 semantic_segmentation INFO: Iters: 5450/40000 || Lr: 0.017543 || Task Loss: 0.2560 || KD Loss: 0.3656|| Cost Time: 1:26:42 || Estimated Time: 9:09:37
2023-04-13 10:41:05,703 semantic_segmentation INFO: Iters: 5460/40000 || Lr: 0.017538 || Task Loss: 0.3569 || KD Loss: 0.3259|| Cost Time: 1:26:51 || Estimated Time: 9:09:24
2023-04-13 10:41:14,711 semantic_segmentation INFO: Iters: 5470/40000 || Lr: 0.017534 || Task Loss: 0.8698 || KD Loss: 0.5908|| Cost Time: 1:27:00 || Estimated Time: 9:09:11
2023-04-13 10:41:23,740 semantic_segmentation INFO: Iters: 5480/40000 || Lr: 0.017529 || Task Loss: 0.3788 || KD Loss: 0.3813|| Cost Time: 1:27:09 || Estimated Time: 9:08:58
2023-04-13 10:41:32,647 semantic_segmentation INFO: Iters: 5490/40000 || Lr: 0.017525 || Task Loss: 0.3412 || KD Loss: 0.3334|| Cost Time: 1:27:18 || Estimated Time: 9:08:45
2023-04-13 10:41:41,760 semantic_segmentation INFO: Iters: 5500/40000 || Lr: 0.017520 || Task Loss: 0.3418 || KD Loss: 0.3639|| Cost Time: 1:27:27 || Estimated Time: 9:08:33
2023-04-13 10:41:50,809 semantic_segmentation INFO: Iters: 5510/40000 || Lr: 0.017515 || Task Loss: 0.2941 || KD Loss: 0.3801|| Cost Time: 1:27:36 || Estimated Time: 9:08:20
2023-04-13 10:41:59,763 semantic_segmentation INFO: Iters: 5520/40000 || Lr: 0.017511 || Task Loss: 0.2794 || KD Loss: 0.3676|| Cost Time: 1:27:45 || Estimated Time: 9:08:07
2023-04-13 10:42:08,668 semantic_segmentation INFO: Iters: 5530/40000 || Lr: 0.017506 || Task Loss: 0.2907 || KD Loss: 0.3025|| Cost Time: 1:27:54 || Estimated Time: 9:07:53
2023-04-13 10:42:17,815 semantic_segmentation INFO: Iters: 5540/40000 || Lr: 0.017502 || Task Loss: 0.3446 || KD Loss: 0.3613|| Cost Time: 1:28:03 || Estimated Time: 9:07:41
2023-04-13 10:42:26,740 semantic_segmentation INFO: Iters: 5550/40000 || Lr: 0.017497 || Task Loss: 0.3079 || KD Loss: 0.4915|| Cost Time: 1:28:12 || Estimated Time: 9:07:28
2023-04-13 10:42:35,816 semantic_segmentation INFO: Iters: 5560/40000 || Lr: 0.017493 || Task Loss: 0.2694 || KD Loss: 0.3969|| Cost Time: 1:28:21 || Estimated Time: 9:07:16
2023-04-13 10:42:44,828 semantic_segmentation INFO: Iters: 5570/40000 || Lr: 0.017488 || Task Loss: 0.2636 || KD Loss: 0.3672|| Cost Time: 1:28:30 || Estimated Time: 9:07:03
2023-04-13 10:42:53,844 semantic_segmentation INFO: Iters: 5580/40000 || Lr: 0.017484 || Task Loss: 0.3585 || KD Loss: 0.4059|| Cost Time: 1:28:39 || Estimated Time: 9:06:50
2023-04-13 10:43:02,889 semantic_segmentation INFO: Iters: 5590/40000 || Lr: 0.017479 || Task Loss: 0.3241 || KD Loss: 0.3587|| Cost Time: 1:28:48 || Estimated Time: 9:06:38
2023-04-13 10:43:11,900 semantic_segmentation INFO: Iters: 5600/40000 || Lr: 0.017475 || Task Loss: 0.2887 || KD Loss: 0.3687|| Cost Time: 1:28:57 || Estimated Time: 9:06:25
2023-04-13 10:43:12,183 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 10:43:14,541 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.384
2023-04-13 10:43:14,741 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.444
2023-04-13 10:43:15,122 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.456
2023-04-13 10:43:15,201 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.489
2023-04-13 10:43:15,279 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.485
2023-04-13 10:43:15,356 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.493
2023-04-13 10:43:15,429 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.491
2023-04-13 10:43:15,504 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.538
2023-04-13 10:43:15,578 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.584
2023-04-13 10:43:15,655 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.631
2023-04-13 10:43:15,727 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.630
2023-04-13 10:43:15,798 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.647
2023-04-13 10:43:15,872 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.647
2023-04-13 10:43:15,949 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.644
2023-04-13 10:43:16,027 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.625
2023-04-13 10:43:16,100 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.617
2023-04-13 10:43:16,174 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.623
2023-04-13 10:43:16,252 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.630
2023-04-13 10:43:16,332 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.645
2023-04-13 10:43:16,409 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.656
2023-04-13 10:43:16,479 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.659
2023-04-13 10:43:16,550 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.640
2023-04-13 10:43:16,621 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.639
2023-04-13 10:43:16,692 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.648
2023-04-13 10:43:16,764 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-13 10:43:16,837 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-13 10:43:16,917 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 10:43:16,996 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-13 10:43:17,072 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-13 10:43:17,151 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.648
2023-04-13 10:43:17,226 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.648
2023-04-13 10:43:17,301 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 10:43:17,377 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.648
2023-04-13 10:43:17,448 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.648
2023-04-13 10:43:17,523 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.650
2023-04-13 10:43:17,596 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-13 10:43:17,675 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-13 10:43:17,769 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.646
2023-04-13 10:43:17,858 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-13 10:43:17,928 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-13 10:43:18,001 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.645
2023-04-13 10:43:18,072 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.645
2023-04-13 10:43:18,143 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-13 10:43:18,216 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-13 10:43:18,292 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-13 10:43:18,366 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-13 10:43:18,442 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.647
2023-04-13 10:43:18,518 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.647
2023-04-13 10:43:18,591 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.652
2023-04-13 10:43:18,665 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.655
2023-04-13 10:43:18,742 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-13 10:43:18,812 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-13 10:43:18,880 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-13 10:43:18,948 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-13 10:43:19,017 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 10:43:19,090 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.653
2023-04-13 10:43:19,164 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.653
2023-04-13 10:43:19,238 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.659
2023-04-13 10:43:19,322 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-13 10:43:19,401 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 10:43:19,477 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.663
2023-04-13 10:43:19,555 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 10:43:19,631 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 10:43:19,706 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-13 10:43:19,783 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-13 10:43:19,859 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-13 10:43:19,936 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 10:43:20,011 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 10:43:20,086 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 10:43:20,158 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 10:43:20,232 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.661
2023-04-13 10:43:20,302 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-13 10:43:20,373 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 10:43:20,444 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 10:43:20,519 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:43:20,592 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 10:43:20,663 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 10:43:20,741 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 10:43:20,812 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 10:43:20,886 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 10:43:20,962 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-13 10:43:21,038 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-13 10:43:21,116 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-13 10:43:21,196 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-13 10:43:21,267 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 10:43:21,340 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 10:43:21,414 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 10:43:21,492 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 10:43:21,566 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 10:43:21,639 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 10:43:21,714 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 10:43:21,789 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 10:43:21,865 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 10:43:21,940 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:43:22,013 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:43:22,089 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 10:43:22,169 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:43:22,245 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 10:43:22,320 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 10:43:22,396 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 10:43:22,472 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 10:43:22,547 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-13 10:43:22,618 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.646
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2023-04-13 10:43:22,760 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 10:43:22,832 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 10:43:22,903 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 10:43:22,977 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 10:43:23,050 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 10:43:23,121 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 10:43:23,194 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 10:43:23,265 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 10:43:23,339 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.644
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2023-04-13 10:43:23,490 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 10:43:23,569 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.643
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2023-04-13 10:43:23,717 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 10:43:23,788 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 10:43:23,861 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 10:43:23,936 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 10:43:24,005 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 10:43:24,074 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 10:43:24,147 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 10:43:24,224 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-13 10:43:24,300 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 10:43:24,372 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 10:43:24,449 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 10:43:24,525 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-13 10:43:24,599 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 10:43:24,673 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 10:43:24,747 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 10:43:24,818 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 10:43:24,896 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:43:24,969 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 10:43:25,047 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 10:43:25,123 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 10:43:25,198 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-13 10:43:25,272 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 10:43:25,350 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 10:43:25,421 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 10:43:25,493 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 10:43:25,565 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 10:43:25,635 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 10:43:25,704 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 10:43:25,775 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 10:43:25,850 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 10:43:25,923 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 10:43:25,997 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 10:43:26,076 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:43:26,155 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 10:43:26,229 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 10:43:26,305 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 10:43:26,383 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 10:43:26,456 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 10:43:26,531 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 10:43:26,609 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 10:43:26,686 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 10:43:26,762 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 10:43:26,837 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 10:43:26,913 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-13 10:43:26,985 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 10:43:27,057 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:43:27,136 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:43:27,208 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:43:27,284 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 10:43:27,360 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 10:43:27,437 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 10:43:27,513 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.932, mIoU: 0.650
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2023-04-13 10:43:27,670 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-13 10:43:27,742 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-13 10:43:27,815 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-13 10:43:27,884 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-13 10:43:27,953 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-13 10:43:28,027 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:28,108 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:28,182 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:28,257 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:43:28,334 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:28,413 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.933, mIoU: 0.650
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2023-04-13 10:43:28,563 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:28,639 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:28,719 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:28,793 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:28,869 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:28,943 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 10:43:29,020 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-13 10:43:29,094 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-13 10:43:29,172 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-13 10:43:29,246 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 10:43:29,318 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 10:43:29,395 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 10:43:29,466 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 10:43:29,543 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 10:43:29,619 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 10:43:29,693 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 10:43:29,769 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 10:43:29,846 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 10:43:29,928 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 10:43:30,001 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 10:43:30,073 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 10:43:30,143 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 10:43:30,214 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 10:43:30,287 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.935, mIoU: 0.656
2023-04-13 10:43:30,362 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.935, mIoU: 0.656
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2023-04-13 10:43:30,512 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.935, mIoU: 0.656
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2023-04-13 10:43:30,820 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.935, mIoU: 0.657
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2023-04-13 10:43:31,031 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.936, mIoU: 0.658
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2023-04-13 10:43:31,398 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 10:43:31,472 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.936, mIoU: 0.661
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2023-04-13 10:43:31,834 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.937, mIoU: 0.661
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2023-04-13 10:43:31,970 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-13 10:43:32,036 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.936, mIoU: 0.661
2023-04-13 10:43:32,101 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.935, mIoU: 0.661
2023-04-13 10:43:32,164 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.935, mIoU: 0.660
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2023-04-13 10:43:32,358 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-13 10:43:32,425 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.935, mIoU: 0.661
2023-04-13 10:43:32,490 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 10:43:32,561 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 10:43:32,634 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-13 10:43:32,707 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 10:43:32,778 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 10:43:32,849 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 10:43:32,916 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 10:43:32,984 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 10:43:33,052 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 10:43:33,119 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.661
2023-04-13 10:43:33,185 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 10:43:33,250 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 10:43:33,317 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 10:43:33,385 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 10:43:34,160 semantic_segmentation INFO: Overall validation pixAcc: 94.234, mIoU: 66.563
2023-04-13 10:43:43,089 semantic_segmentation INFO: Iters: 5610/40000 || Lr: 0.017470 || Task Loss: 0.2492 || KD Loss: 0.3318|| Cost Time: 1:29:28 || Estimated Time: 9:08:28
2023-04-13 10:43:51,721 semantic_segmentation INFO: Iters: 5620/40000 || Lr: 0.017465 || Task Loss: 0.3666 || KD Loss: 0.3099|| Cost Time: 1:29:37 || Estimated Time: 9:08:13
2023-04-13 10:44:00,694 semantic_segmentation INFO: Iters: 5630/40000 || Lr: 0.017461 || Task Loss: 0.4227 || KD Loss: 0.4410|| Cost Time: 1:29:46 || Estimated Time: 9:08:00
2023-04-13 10:44:09,617 semantic_segmentation INFO: Iters: 5640/40000 || Lr: 0.017456 || Task Loss: 0.2867 || KD Loss: 0.3355|| Cost Time: 1:29:55 || Estimated Time: 9:07:46
2023-04-13 10:44:18,496 semantic_segmentation INFO: Iters: 5650/40000 || Lr: 0.017452 || Task Loss: 0.3150 || KD Loss: 0.4194|| Cost Time: 1:30:04 || Estimated Time: 9:07:32
2023-04-13 10:44:27,219 semantic_segmentation INFO: Iters: 5660/40000 || Lr: 0.017447 || Task Loss: 0.3913 || KD Loss: 0.4233|| Cost Time: 1:30:12 || Estimated Time: 9:07:18
2023-04-13 10:44:36,054 semantic_segmentation INFO: Iters: 5670/40000 || Lr: 0.017443 || Task Loss: 0.2563 || KD Loss: 0.3319|| Cost Time: 1:30:21 || Estimated Time: 9:07:04
2023-04-13 10:44:45,047 semantic_segmentation INFO: Iters: 5680/40000 || Lr: 0.017438 || Task Loss: 0.2572 || KD Loss: 0.3533|| Cost Time: 1:30:30 || Estimated Time: 9:06:51
2023-04-13 10:44:54,046 semantic_segmentation INFO: Iters: 5690/40000 || Lr: 0.017434 || Task Loss: 0.2329 || KD Loss: 0.3965|| Cost Time: 1:30:39 || Estimated Time: 9:06:38
2023-04-13 10:45:03,034 semantic_segmentation INFO: Iters: 5700/40000 || Lr: 0.017429 || Task Loss: 0.2852 || KD Loss: 0.3715|| Cost Time: 1:30:48 || Estimated Time: 9:06:25
2023-04-13 10:45:11,972 semantic_segmentation INFO: Iters: 5710/40000 || Lr: 0.017425 || Task Loss: 0.3352 || KD Loss: 0.4022|| Cost Time: 1:30:57 || Estimated Time: 9:06:12
2023-04-13 10:45:20,885 semantic_segmentation INFO: Iters: 5720/40000 || Lr: 0.017420 || Task Loss: 0.4092 || KD Loss: 0.4100|| Cost Time: 1:31:06 || Estimated Time: 9:05:58
2023-04-13 10:45:29,859 semantic_segmentation INFO: Iters: 5730/40000 || Lr: 0.017415 || Task Loss: 0.2393 || KD Loss: 0.3936|| Cost Time: 1:31:15 || Estimated Time: 9:05:45
2023-04-13 10:45:38,828 semantic_segmentation INFO: Iters: 5740/40000 || Lr: 0.017411 || Task Loss: 0.3621 || KD Loss: 0.3555|| Cost Time: 1:31:24 || Estimated Time: 9:05:32
2023-04-13 10:45:47,756 semantic_segmentation INFO: Iters: 5750/40000 || Lr: 0.017406 || Task Loss: 0.2988 || KD Loss: 0.2913|| Cost Time: 1:31:33 || Estimated Time: 9:05:19
2023-04-13 10:45:56,777 semantic_segmentation INFO: Iters: 5760/40000 || Lr: 0.017402 || Task Loss: 0.3369 || KD Loss: 0.3825|| Cost Time: 1:31:42 || Estimated Time: 9:05:06
2023-04-13 10:46:05,694 semantic_segmentation INFO: Iters: 5770/40000 || Lr: 0.017397 || Task Loss: 0.2974 || KD Loss: 0.3311|| Cost Time: 1:31:51 || Estimated Time: 9:04:53
2023-04-13 10:46:14,698 semantic_segmentation INFO: Iters: 5780/40000 || Lr: 0.017393 || Task Loss: 0.3887 || KD Loss: 0.4474|| Cost Time: 1:32:00 || Estimated Time: 9:04:40
2023-04-13 10:46:23,655 semantic_segmentation INFO: Iters: 5790/40000 || Lr: 0.017388 || Task Loss: 0.3897 || KD Loss: 0.4543|| Cost Time: 1:32:09 || Estimated Time: 9:04:27
2023-04-13 10:46:32,629 semantic_segmentation INFO: Iters: 5800/40000 || Lr: 0.017384 || Task Loss: 0.3501 || KD Loss: 0.3628|| Cost Time: 1:32:18 || Estimated Time: 9:04:14
2023-04-13 10:46:41,630 semantic_segmentation INFO: Iters: 5810/40000 || Lr: 0.017379 || Task Loss: 0.3346 || KD Loss: 0.4303|| Cost Time: 1:32:27 || Estimated Time: 9:04:01
2023-04-13 10:46:50,493 semantic_segmentation INFO: Iters: 5820/40000 || Lr: 0.017374 || Task Loss: 0.2803 || KD Loss: 0.4574|| Cost Time: 1:32:36 || Estimated Time: 9:03:48
2023-04-13 10:46:59,496 semantic_segmentation INFO: Iters: 5830/40000 || Lr: 0.017370 || Task Loss: 0.3165 || KD Loss: 0.3280|| Cost Time: 1:32:45 || Estimated Time: 9:03:35
2023-04-13 10:47:08,383 semantic_segmentation INFO: Iters: 5840/40000 || Lr: 0.017365 || Task Loss: 0.3833 || KD Loss: 0.4869|| Cost Time: 1:32:53 || Estimated Time: 9:03:21
2023-04-13 10:47:17,356 semantic_segmentation INFO: Iters: 5850/40000 || Lr: 0.017361 || Task Loss: 0.4360 || KD Loss: 0.4572|| Cost Time: 1:33:02 || Estimated Time: 9:03:09
2023-04-13 10:47:26,264 semantic_segmentation INFO: Iters: 5860/40000 || Lr: 0.017356 || Task Loss: 0.2963 || KD Loss: 0.3754|| Cost Time: 1:33:11 || Estimated Time: 9:02:55
2023-04-13 10:47:35,155 semantic_segmentation INFO: Iters: 5870/40000 || Lr: 0.017352 || Task Loss: 0.2466 || KD Loss: 0.4253|| Cost Time: 1:33:20 || Estimated Time: 9:02:42
2023-04-13 10:47:43,962 semantic_segmentation INFO: Iters: 5880/40000 || Lr: 0.017347 || Task Loss: 0.3423 || KD Loss: 0.4845|| Cost Time: 1:33:29 || Estimated Time: 9:02:28
2023-04-13 10:47:53,053 semantic_segmentation INFO: Iters: 5890/40000 || Lr: 0.017343 || Task Loss: 0.3731 || KD Loss: 0.4781|| Cost Time: 1:33:38 || Estimated Time: 9:02:16
2023-04-13 10:48:02,034 semantic_segmentation INFO: Iters: 5900/40000 || Lr: 0.017338 || Task Loss: 0.3430 || KD Loss: 0.5111|| Cost Time: 1:33:47 || Estimated Time: 9:02:03
2023-04-13 10:48:10,992 semantic_segmentation INFO: Iters: 5910/40000 || Lr: 0.017334 || Task Loss: 0.5089 || KD Loss: 0.5603|| Cost Time: 1:33:56 || Estimated Time: 9:01:51
2023-04-13 10:48:19,997 semantic_segmentation INFO: Iters: 5920/40000 || Lr: 0.017329 || Task Loss: 0.4496 || KD Loss: 0.4478|| Cost Time: 1:34:05 || Estimated Time: 9:01:38
2023-04-13 10:48:28,927 semantic_segmentation INFO: Iters: 5930/40000 || Lr: 0.017324 || Task Loss: 0.7558 || KD Loss: 0.5597|| Cost Time: 1:34:14 || Estimated Time: 9:01:25
2023-04-13 10:48:37,812 semantic_segmentation INFO: Iters: 5940/40000 || Lr: 0.017320 || Task Loss: 0.5035 || KD Loss: 0.5818|| Cost Time: 1:34:23 || Estimated Time: 9:01:12
2023-04-13 10:48:46,801 semantic_segmentation INFO: Iters: 5950/40000 || Lr: 0.017315 || Task Loss: 0.3741 || KD Loss: 0.3915|| Cost Time: 1:34:32 || Estimated Time: 9:00:59
2023-04-13 10:48:55,795 semantic_segmentation INFO: Iters: 5960/40000 || Lr: 0.017311 || Task Loss: 0.3537 || KD Loss: 0.4560|| Cost Time: 1:34:41 || Estimated Time: 9:00:46
2023-04-13 10:49:04,783 semantic_segmentation INFO: Iters: 5970/40000 || Lr: 0.017306 || Task Loss: 0.2212 || KD Loss: 0.4009|| Cost Time: 1:34:50 || Estimated Time: 9:00:34
2023-04-13 10:49:13,789 semantic_segmentation INFO: Iters: 5980/40000 || Lr: 0.017302 || Task Loss: 0.3676 || KD Loss: 0.4255|| Cost Time: 1:34:59 || Estimated Time: 9:00:21
2023-04-13 10:49:22,740 semantic_segmentation INFO: Iters: 5990/40000 || Lr: 0.017297 || Task Loss: 0.5081 || KD Loss: 0.4344|| Cost Time: 1:35:08 || Estimated Time: 9:00:08
2023-04-13 10:49:31,689 semantic_segmentation INFO: Iters: 6000/40000 || Lr: 0.017293 || Task Loss: 0.2560 || KD Loss: 0.2995|| Cost Time: 1:35:17 || Estimated Time: 8:59:56
2023-04-13 10:49:31,975 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 10:49:34,606 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.940, mIoU: 0.386
2023-04-13 10:49:34,803 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.955, mIoU: 0.448
2023-04-13 10:49:34,902 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.459
2023-04-13 10:49:34,993 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.484
2023-04-13 10:49:35,076 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.476
2023-04-13 10:49:35,164 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.484
2023-04-13 10:49:35,241 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.480
2023-04-13 10:49:35,311 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.527
2023-04-13 10:49:35,380 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.539
2023-04-13 10:49:35,463 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.582
2023-04-13 10:49:35,540 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.587
2023-04-13 10:49:35,619 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.629
2023-04-13 10:49:35,696 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.631
2023-04-13 10:49:35,770 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.627
2023-04-13 10:49:35,842 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.630
2023-04-13 10:49:35,918 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.621
2023-04-13 10:49:35,992 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.624
2023-04-13 10:49:36,068 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.628
2023-04-13 10:49:36,139 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.641
2023-04-13 10:49:36,212 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.649
2023-04-13 10:49:36,287 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.646
2023-04-13 10:49:36,368 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.604
2023-04-13 10:49:36,445 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.604
2023-04-13 10:49:36,517 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.613
2023-04-13 10:49:36,591 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.627
2023-04-13 10:49:36,665 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.631
2023-04-13 10:49:36,744 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.630
2023-04-13 10:49:36,819 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-13 10:49:36,898 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-13 10:49:36,977 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-13 10:49:37,054 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-13 10:49:37,140 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-13 10:49:37,215 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-13 10:49:37,291 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 10:49:37,366 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-13 10:49:37,442 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-13 10:49:37,517 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-13 10:49:37,589 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 10:49:37,660 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-13 10:49:37,730 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-13 10:49:37,801 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.933, mIoU: 0.643
2023-04-13 10:49:37,877 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.643
2023-04-13 10:49:37,949 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 10:49:38,033 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 10:49:38,109 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-13 10:49:38,185 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-13 10:49:38,265 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.641
2023-04-13 10:49:38,345 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.640
2023-04-13 10:49:38,422 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.644
2023-04-13 10:49:38,501 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-13 10:49:38,572 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-13 10:49:38,644 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-13 10:49:38,717 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.646
2023-04-13 10:49:38,795 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 10:49:38,871 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.648
2023-04-13 10:49:38,948 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 10:49:39,025 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-13 10:49:39,101 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 10:49:39,176 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 10:49:39,251 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 10:49:39,331 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 10:49:39,402 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.658
2023-04-13 10:49:39,473 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.658
2023-04-13 10:49:39,545 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 10:49:39,626 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-13 10:49:39,707 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 10:49:39,780 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 10:49:39,855 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 10:49:39,928 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 10:49:40,003 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 10:49:40,076 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 10:49:40,165 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 10:49:40,246 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 10:49:40,329 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-13 10:49:40,405 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:49:40,481 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:49:40,557 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 10:49:40,633 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:49:40,712 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:49:40,794 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 10:49:40,873 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-13 10:49:40,955 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 10:49:41,029 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 10:49:41,099 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 10:49:41,170 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 10:49:41,238 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 10:49:41,308 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 10:49:41,381 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:41,461 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-13 10:49:41,534 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 10:49:41,609 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-13 10:49:41,685 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 10:49:41,764 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 10:49:41,839 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 10:49:41,913 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:41,984 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 10:49:42,054 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 10:49:42,124 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-13 10:49:42,197 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 10:49:42,269 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 10:49:42,339 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-13 10:49:42,416 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-13 10:49:42,494 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-13 10:49:42,573 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-13 10:49:42,651 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-13 10:49:42,730 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-13 10:49:42,806 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.928, mIoU: 0.650
2023-04-13 10:49:42,879 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-13 10:49:42,950 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-13 10:49:43,022 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-13 10:49:43,120 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-13 10:49:43,198 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-13 10:49:43,272 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.928, mIoU: 0.650
2023-04-13 10:49:43,351 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.928, mIoU: 0.650
2023-04-13 10:49:43,424 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.649
2023-04-13 10:49:43,512 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.928, mIoU: 0.649
2023-04-13 10:49:43,590 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.928, mIoU: 0.653
2023-04-13 10:49:43,664 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.928, mIoU: 0.654
2023-04-13 10:49:43,737 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-13 10:49:43,810 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-13 10:49:43,884 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-13 10:49:43,956 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-13 10:49:44,030 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.928, mIoU: 0.654
2023-04-13 10:49:44,109 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-13 10:49:44,178 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-13 10:49:44,252 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 10:49:44,337 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-13 10:49:44,416 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-13 10:49:44,491 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 10:49:44,567 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 10:49:44,645 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 10:49:44,719 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-13 10:49:44,790 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 10:49:44,864 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 10:49:44,942 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 10:49:45,018 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 10:49:45,097 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 10:49:45,176 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 10:49:45,251 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 10:49:45,324 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:45,409 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:45,487 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 10:49:45,562 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 10:49:45,638 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 10:49:45,714 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 10:49:45,787 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:45,862 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 10:49:45,935 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 10:49:46,017 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 10:49:46,090 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 10:49:46,159 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:46,229 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:46,308 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:46,389 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:46,463 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 10:49:46,540 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 10:49:46,613 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 10:49:46,688 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:46,757 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:46,828 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 10:49:46,897 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 10:49:46,970 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 10:49:47,041 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 10:49:47,112 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 10:49:47,184 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 10:49:47,257 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 10:49:47,331 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 10:49:47,414 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 10:49:47,500 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 10:49:47,574 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 10:49:47,651 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 10:49:47,725 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 10:49:47,801 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 10:49:47,878 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 10:49:47,957 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 10:49:48,029 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:48,102 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:48,178 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:48,252 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:48,332 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:48,402 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:48,476 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:48,558 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 10:49:48,642 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:48,724 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:48,803 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:48,882 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:48,955 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:49,031 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 10:49:49,103 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:49,181 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:49,256 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:49,331 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-13 10:49:49,406 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-13 10:49:49,480 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-13 10:49:49,555 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-13 10:49:49,625 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-13 10:49:49,697 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:49,770 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:49,844 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 10:49:49,914 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-13 10:49:49,990 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 10:49:50,068 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 10:49:50,149 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 10:49:50,227 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 10:49:50,300 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 10:49:50,373 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 10:49:50,446 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 10:49:50,519 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 10:49:50,596 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 10:49:50,671 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 10:49:50,744 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 10:49:50,822 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 10:49:50,904 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:49:50,984 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:49:51,061 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:49:51,135 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:49:51,207 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 10:49:51,279 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 10:49:51,348 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 10:49:51,417 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.933, mIoU: 0.652
2023-04-13 10:49:51,490 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 10:49:51,562 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 10:49:51,633 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 10:49:51,703 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 10:49:51,774 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 10:49:51,845 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 10:49:51,913 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 10:49:51,981 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.933, mIoU: 0.646
2023-04-13 10:49:52,049 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-13 10:49:52,118 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 10:49:52,186 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 10:49:52,256 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 10:49:52,326 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 10:49:52,396 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 10:49:52,467 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 10:49:52,534 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 10:49:52,603 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 10:49:52,671 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 10:49:52,738 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 10:49:52,805 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 10:49:52,874 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 10:49:52,944 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 10:49:53,017 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-13 10:49:53,088 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-13 10:49:53,157 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 10:49:53,226 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 10:49:53,293 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 10:49:53,360 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 10:49:53,428 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-13 10:49:53,962 semantic_segmentation INFO: Overall validation pixAcc: 93.935, mIoU: 64.931
2023-04-13 10:50:03,076 semantic_segmentation INFO: Iters: 6010/40000 || Lr: 0.017288 || Task Loss: 0.3499 || KD Loss: 0.3549|| Cost Time: 1:35:48 || Estimated Time: 9:01:50
2023-04-13 10:50:11,978 semantic_segmentation INFO: Iters: 6020/40000 || Lr: 0.017283 || Task Loss: 0.2188 || KD Loss: 0.3783|| Cost Time: 1:35:57 || Estimated Time: 9:01:36
2023-04-13 10:50:20,838 semantic_segmentation INFO: Iters: 6030/40000 || Lr: 0.017279 || Task Loss: 0.4574 || KD Loss: 0.5066|| Cost Time: 1:36:06 || Estimated Time: 9:01:23
2023-04-13 10:50:29,714 semantic_segmentation INFO: Iters: 6040/40000 || Lr: 0.017274 || Task Loss: 0.2622 || KD Loss: 0.3455|| Cost Time: 1:36:15 || Estimated Time: 9:01:09
2023-04-13 10:50:38,718 semantic_segmentation INFO: Iters: 6050/40000 || Lr: 0.017270 || Task Loss: 0.2377 || KD Loss: 0.2851|| Cost Time: 1:36:24 || Estimated Time: 9:00:57
2023-04-13 10:50:47,714 semantic_segmentation INFO: Iters: 6060/40000 || Lr: 0.017265 || Task Loss: 0.6212 || KD Loss: 0.3890|| Cost Time: 1:36:33 || Estimated Time: 9:00:44
2023-04-13 10:50:56,617 semantic_segmentation INFO: Iters: 6070/40000 || Lr: 0.017261 || Task Loss: 0.2429 || KD Loss: 0.3482|| Cost Time: 1:36:42 || Estimated Time: 9:00:31
2023-04-13 10:51:05,555 semantic_segmentation INFO: Iters: 6080/40000 || Lr: 0.017256 || Task Loss: 0.6033 || KD Loss: 0.5214|| Cost Time: 1:36:51 || Estimated Time: 9:00:18
2023-04-13 10:51:14,586 semantic_segmentation INFO: Iters: 6090/40000 || Lr: 0.017252 || Task Loss: 0.3863 || KD Loss: 0.3486|| Cost Time: 1:37:00 || Estimated Time: 9:00:05
2023-04-13 10:51:23,465 semantic_segmentation INFO: Iters: 6100/40000 || Lr: 0.017247 || Task Loss: 0.2988 || KD Loss: 0.3615|| Cost Time: 1:37:09 || Estimated Time: 8:59:52
2023-04-13 10:51:32,403 semantic_segmentation INFO: Iters: 6110/40000 || Lr: 0.017243 || Task Loss: 0.7058 || KD Loss: 0.5205|| Cost Time: 1:37:17 || Estimated Time: 8:59:39
2023-04-13 10:51:41,401 semantic_segmentation INFO: Iters: 6120/40000 || Lr: 0.017238 || Task Loss: 0.3049 || KD Loss: 0.3279|| Cost Time: 1:37:26 || Estimated Time: 8:59:26
2023-04-13 10:51:50,415 semantic_segmentation INFO: Iters: 6130/40000 || Lr: 0.017233 || Task Loss: 0.2640 || KD Loss: 0.4220|| Cost Time: 1:37:35 || Estimated Time: 8:59:14
2023-04-13 10:51:59,439 semantic_segmentation INFO: Iters: 6140/40000 || Lr: 0.017229 || Task Loss: 0.3501 || KD Loss: 0.3722|| Cost Time: 1:37:44 || Estimated Time: 8:59:01
2023-04-13 10:52:08,344 semantic_segmentation INFO: Iters: 6150/40000 || Lr: 0.017224 || Task Loss: 0.2282 || KD Loss: 0.4094|| Cost Time: 1:37:53 || Estimated Time: 8:58:48
2023-04-13 10:52:17,408 semantic_segmentation INFO: Iters: 6160/40000 || Lr: 0.017220 || Task Loss: 0.3206 || KD Loss: 0.3504|| Cost Time: 1:38:02 || Estimated Time: 8:58:36
2023-04-13 10:52:26,470 semantic_segmentation INFO: Iters: 6170/40000 || Lr: 0.017215 || Task Loss: 0.3352 || KD Loss: 0.4040|| Cost Time: 1:38:12 || Estimated Time: 8:58:24
2023-04-13 10:52:35,169 semantic_segmentation INFO: Iters: 6180/40000 || Lr: 0.017211 || Task Loss: 0.3058 || KD Loss: 0.3796|| Cost Time: 1:38:20 || Estimated Time: 8:58:10
2023-04-13 10:52:44,337 semantic_segmentation INFO: Iters: 6190/40000 || Lr: 0.017206 || Task Loss: 0.3204 || KD Loss: 0.4407|| Cost Time: 1:38:29 || Estimated Time: 8:57:58
2023-04-13 10:52:53,396 semantic_segmentation INFO: Iters: 6200/40000 || Lr: 0.017202 || Task Loss: 0.3780 || KD Loss: 0.4398|| Cost Time: 1:38:38 || Estimated Time: 8:57:46
2023-04-13 10:53:02,423 semantic_segmentation INFO: Iters: 6210/40000 || Lr: 0.017197 || Task Loss: 0.3572 || KD Loss: 0.3576|| Cost Time: 1:38:47 || Estimated Time: 8:57:33
2023-04-13 10:53:11,401 semantic_segmentation INFO: Iters: 6220/40000 || Lr: 0.017192 || Task Loss: 0.3005 || KD Loss: 0.3946|| Cost Time: 1:38:56 || Estimated Time: 8:57:21
2023-04-13 10:53:20,394 semantic_segmentation INFO: Iters: 6230/40000 || Lr: 0.017188 || Task Loss: 0.3147 || KD Loss: 0.3733|| Cost Time: 1:39:05 || Estimated Time: 8:57:08
2023-04-13 10:53:29,441 semantic_segmentation INFO: Iters: 6240/40000 || Lr: 0.017183 || Task Loss: 0.3356 || KD Loss: 0.3689|| Cost Time: 1:39:14 || Estimated Time: 8:56:56
2023-04-13 10:53:38,406 semantic_segmentation INFO: Iters: 6250/40000 || Lr: 0.017179 || Task Loss: 0.2794 || KD Loss: 0.3456|| Cost Time: 1:39:23 || Estimated Time: 8:56:43
2023-04-13 10:53:47,449 semantic_segmentation INFO: Iters: 6260/40000 || Lr: 0.017174 || Task Loss: 0.3092 || KD Loss: 0.4228|| Cost Time: 1:39:33 || Estimated Time: 8:56:31
2023-04-13 10:53:56,483 semantic_segmentation INFO: Iters: 6270/40000 || Lr: 0.017170 || Task Loss: 0.2701 || KD Loss: 0.3378|| Cost Time: 1:39:42 || Estimated Time: 8:56:19
2023-04-13 10:54:05,568 semantic_segmentation INFO: Iters: 6280/40000 || Lr: 0.017165 || Task Loss: 0.3363 || KD Loss: 0.3761|| Cost Time: 1:39:51 || Estimated Time: 8:56:07
2023-04-13 10:54:14,539 semantic_segmentation INFO: Iters: 6290/40000 || Lr: 0.017161 || Task Loss: 0.2592 || KD Loss: 0.3802|| Cost Time: 1:40:00 || Estimated Time: 8:55:54
2023-04-13 10:54:23,517 semantic_segmentation INFO: Iters: 6300/40000 || Lr: 0.017156 || Task Loss: 0.3372 || KD Loss: 0.4408|| Cost Time: 1:40:09 || Estimated Time: 8:55:42
2023-04-13 10:54:32,507 semantic_segmentation INFO: Iters: 6310/40000 || Lr: 0.017151 || Task Loss: 0.2859 || KD Loss: 0.3326|| Cost Time: 1:40:18 || Estimated Time: 8:55:29
2023-04-13 10:54:41,502 semantic_segmentation INFO: Iters: 6320/40000 || Lr: 0.017147 || Task Loss: 0.4176 || KD Loss: 0.4518|| Cost Time: 1:40:27 || Estimated Time: 8:55:17
2023-04-13 10:54:50,552 semantic_segmentation INFO: Iters: 6330/40000 || Lr: 0.017142 || Task Loss: 0.2883 || KD Loss: 0.4168|| Cost Time: 1:40:36 || Estimated Time: 8:55:05
2023-04-13 10:54:59,567 semantic_segmentation INFO: Iters: 6340/40000 || Lr: 0.017138 || Task Loss: 0.2321 || KD Loss: 0.4180|| Cost Time: 1:40:45 || Estimated Time: 8:54:52
2023-04-13 10:55:08,542 semantic_segmentation INFO: Iters: 6350/40000 || Lr: 0.017133 || Task Loss: 0.2992 || KD Loss: 0.3383|| Cost Time: 1:40:54 || Estimated Time: 8:54:40
2023-04-13 10:55:17,581 semantic_segmentation INFO: Iters: 6360/40000 || Lr: 0.017129 || Task Loss: 0.4211 || KD Loss: 0.4578|| Cost Time: 1:41:03 || Estimated Time: 8:54:28
2023-04-13 10:55:26,594 semantic_segmentation INFO: Iters: 6370/40000 || Lr: 0.017124 || Task Loss: 0.3193 || KD Loss: 0.4417|| Cost Time: 1:41:12 || Estimated Time: 8:54:16
2023-04-13 10:55:35,577 semantic_segmentation INFO: Iters: 6380/40000 || Lr: 0.017120 || Task Loss: 0.2543 || KD Loss: 0.3753|| Cost Time: 1:41:21 || Estimated Time: 8:54:03
2023-04-13 10:55:44,565 semantic_segmentation INFO: Iters: 6390/40000 || Lr: 0.017115 || Task Loss: 0.3044 || KD Loss: 0.4014|| Cost Time: 1:41:30 || Estimated Time: 8:53:51
2023-04-13 10:55:53,608 semantic_segmentation INFO: Iters: 6400/40000 || Lr: 0.017110 || Task Loss: 0.2587 || KD Loss: 0.3010|| Cost Time: 1:41:39 || Estimated Time: 8:53:39
2023-04-13 10:55:53,893 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 10:55:59,842 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.408
2023-04-13 10:56:00,097 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.498
2023-04-13 10:56:00,180 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.502
2023-04-13 10:56:00,258 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.532
2023-04-13 10:56:00,340 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.536
2023-04-13 10:56:00,417 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.537
2023-04-13 10:56:00,491 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.567
2023-04-13 10:56:00,563 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.586
2023-04-13 10:56:00,632 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.627
2023-04-13 10:56:00,706 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.647
2023-04-13 10:56:00,777 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.658
2023-04-13 10:56:00,850 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.683
2023-04-13 10:56:00,926 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.681
2023-04-13 10:56:00,998 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.672
2023-04-13 10:56:01,070 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.649
2023-04-13 10:56:01,144 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.943, mIoU: 0.637
2023-04-13 10:56:01,214 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.639
2023-04-13 10:56:01,287 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.639
2023-04-13 10:56:01,361 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.637
2023-04-13 10:56:01,438 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.645
2023-04-13 10:56:01,510 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.646
2023-04-13 10:56:01,586 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.643
2023-04-13 10:56:01,664 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.643
2023-04-13 10:56:01,737 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.650
2023-04-13 10:56:01,809 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-13 10:56:01,880 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-13 10:56:01,952 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-13 10:56:02,022 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 10:56:02,097 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 10:56:02,175 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.647
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2023-04-13 10:56:02,322 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.644
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2023-04-13 10:56:02,934 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.643
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2023-04-13 10:56:03,463 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.645
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2023-04-13 10:56:03,684 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.652
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2023-04-13 10:56:03,833 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-13 10:56:03,905 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 10:56:03,981 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 10:56:04,058 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-13 10:56:04,135 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.933, mIoU: 0.658
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2023-04-13 10:56:04,285 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.933, mIoU: 0.661
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2023-04-13 10:56:04,678 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.665
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2023-04-13 10:56:04,828 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.667
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2023-04-13 10:56:04,983 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.665
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2023-04-13 10:56:05,986 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.653
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2023-04-13 10:56:06,277 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.651
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2023-04-13 10:56:08,081 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.928, mIoU: 0.646
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2023-04-13 10:56:10,064 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.650
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2023-04-13 10:56:15,273 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 10:56:15,345 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 10:56:15,419 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 10:56:15,497 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 10:56:15,571 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 10:56:15,644 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 10:56:15,718 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 10:56:15,790 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 10:56:15,862 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:15,932 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:16,004 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:16,077 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:16,148 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:16,219 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:16,295 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:16,363 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:16,434 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:16,510 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:16,584 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 10:56:16,659 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:16,731 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:16,802 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:16,875 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 10:56:16,947 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 10:56:17,016 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-13 10:56:17,085 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-13 10:56:17,152 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 10:56:17,220 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 10:56:17,286 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:17,350 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-13 10:56:17,416 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:17,481 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:17,547 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:17,611 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:17,680 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 10:56:17,755 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 10:56:17,830 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:17,901 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:17,971 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:18,041 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 10:56:18,107 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 10:56:18,174 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 10:56:18,242 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 10:56:18,307 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 10:56:18,373 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 10:56:18,435 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 10:56:18,503 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 10:56:18,573 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 10:56:20,051 semantic_segmentation INFO: Overall validation pixAcc: 93.813, mIoU: 65.823
2023-04-13 10:56:28,631 semantic_segmentation INFO: Iters: 6410/40000 || Lr: 0.017106 || Task Loss: 0.3814 || KD Loss: 0.4272|| Cost Time: 1:42:14 || Estimated Time: 8:55:43
2023-04-13 10:56:37,577 semantic_segmentation INFO: Iters: 6420/40000 || Lr: 0.017101 || Task Loss: 0.8196 || KD Loss: 0.5587|| Cost Time: 1:42:23 || Estimated Time: 8:55:30
2023-04-13 10:56:46,524 semantic_segmentation INFO: Iters: 6430/40000 || Lr: 0.017097 || Task Loss: 0.2644 || KD Loss: 0.3919|| Cost Time: 1:42:32 || Estimated Time: 8:55:17
2023-04-13 10:56:55,425 semantic_segmentation INFO: Iters: 6440/40000 || Lr: 0.017092 || Task Loss: 0.2469 || KD Loss: 0.3525|| Cost Time: 1:42:40 || Estimated Time: 8:55:04
2023-04-13 10:57:04,255 semantic_segmentation INFO: Iters: 6450/40000 || Lr: 0.017088 || Task Loss: 0.3286 || KD Loss: 0.3906|| Cost Time: 1:42:49 || Estimated Time: 8:54:51
2023-04-13 10:57:13,173 semantic_segmentation INFO: Iters: 6460/40000 || Lr: 0.017083 || Task Loss: 0.4135 || KD Loss: 0.4289|| Cost Time: 1:42:58 || Estimated Time: 8:54:38
2023-04-13 10:57:22,150 semantic_segmentation INFO: Iters: 6470/40000 || Lr: 0.017079 || Task Loss: 0.4429 || KD Loss: 0.4684|| Cost Time: 1:43:07 || Estimated Time: 8:54:25
2023-04-13 10:57:31,113 semantic_segmentation INFO: Iters: 6480/40000 || Lr: 0.017074 || Task Loss: 0.2883 || KD Loss: 0.3902|| Cost Time: 1:43:16 || Estimated Time: 8:54:12
2023-04-13 10:57:40,121 semantic_segmentation INFO: Iters: 6490/40000 || Lr: 0.017069 || Task Loss: 0.3838 || KD Loss: 0.3728|| Cost Time: 1:43:25 || Estimated Time: 8:54:00
2023-04-13 10:57:49,053 semantic_segmentation INFO: Iters: 6500/40000 || Lr: 0.017065 || Task Loss: 0.2974 || KD Loss: 0.2952|| Cost Time: 1:43:34 || Estimated Time: 8:53:47
2023-04-13 10:57:58,022 semantic_segmentation INFO: Iters: 6510/40000 || Lr: 0.017060 || Task Loss: 0.3560 || KD Loss: 0.3904|| Cost Time: 1:43:43 || Estimated Time: 8:53:35
2023-04-13 10:58:06,952 semantic_segmentation INFO: Iters: 6520/40000 || Lr: 0.017056 || Task Loss: 0.3288 || KD Loss: 0.3656|| Cost Time: 1:43:52 || Estimated Time: 8:53:22
2023-04-13 10:58:15,926 semantic_segmentation INFO: Iters: 6530/40000 || Lr: 0.017051 || Task Loss: 0.2560 || KD Loss: 0.3017|| Cost Time: 1:44:01 || Estimated Time: 8:53:09
2023-04-13 10:58:24,942 semantic_segmentation INFO: Iters: 6540/40000 || Lr: 0.017047 || Task Loss: 0.2501 || KD Loss: 0.3612|| Cost Time: 1:44:10 || Estimated Time: 8:52:57
2023-04-13 10:58:33,963 semantic_segmentation INFO: Iters: 6550/40000 || Lr: 0.017042 || Task Loss: 0.3102 || KD Loss: 0.3969|| Cost Time: 1:44:19 || Estimated Time: 8:52:45
2023-04-13 10:58:42,929 semantic_segmentation INFO: Iters: 6560/40000 || Lr: 0.017038 || Task Loss: 0.2506 || KD Loss: 0.3629|| Cost Time: 1:44:28 || Estimated Time: 8:52:32
2023-04-13 10:58:51,828 semantic_segmentation INFO: Iters: 6570/40000 || Lr: 0.017033 || Task Loss: 0.2841 || KD Loss: 0.3534|| Cost Time: 1:44:37 || Estimated Time: 8:52:19
2023-04-13 10:59:00,811 semantic_segmentation INFO: Iters: 6580/40000 || Lr: 0.017028 || Task Loss: 0.3009 || KD Loss: 0.3957|| Cost Time: 1:44:46 || Estimated Time: 8:52:07
2023-04-13 10:59:09,823 semantic_segmentation INFO: Iters: 6590/40000 || Lr: 0.017024 || Task Loss: 0.3506 || KD Loss: 0.4491|| Cost Time: 1:44:55 || Estimated Time: 8:51:54
2023-04-13 10:59:18,901 semantic_segmentation INFO: Iters: 6600/40000 || Lr: 0.017019 || Task Loss: 0.3702 || KD Loss: 0.4502|| Cost Time: 1:45:04 || Estimated Time: 8:51:42
2023-04-13 10:59:27,929 semantic_segmentation INFO: Iters: 6610/40000 || Lr: 0.017015 || Task Loss: 0.2779 || KD Loss: 0.3731|| Cost Time: 1:45:13 || Estimated Time: 8:51:30
2023-04-13 10:59:36,834 semantic_segmentation INFO: Iters: 6620/40000 || Lr: 0.017010 || Task Loss: 0.3794 || KD Loss: 0.4229|| Cost Time: 1:45:22 || Estimated Time: 8:51:17
2023-04-13 10:59:45,860 semantic_segmentation INFO: Iters: 6630/40000 || Lr: 0.017006 || Task Loss: 0.3510 || KD Loss: 0.4141|| Cost Time: 1:45:31 || Estimated Time: 8:51:05
2023-04-13 10:59:54,887 semantic_segmentation INFO: Iters: 6640/40000 || Lr: 0.017001 || Task Loss: 0.2637 || KD Loss: 0.3466|| Cost Time: 1:45:40 || Estimated Time: 8:50:53
2023-04-13 11:00:03,888 semantic_segmentation INFO: Iters: 6650/40000 || Lr: 0.016997 || Task Loss: 0.2989 || KD Loss: 0.4519|| Cost Time: 1:45:49 || Estimated Time: 8:50:41
2023-04-13 11:00:12,870 semantic_segmentation INFO: Iters: 6660/40000 || Lr: 0.016992 || Task Loss: 0.3262 || KD Loss: 0.3416|| Cost Time: 1:45:58 || Estimated Time: 8:50:28
2023-04-13 11:00:21,706 semantic_segmentation INFO: Iters: 6670/40000 || Lr: 0.016987 || Task Loss: 0.2999 || KD Loss: 0.3432|| Cost Time: 1:46:07 || Estimated Time: 8:50:15
2023-04-13 11:00:30,834 semantic_segmentation INFO: Iters: 6680/40000 || Lr: 0.016983 || Task Loss: 0.2963 || KD Loss: 0.3575|| Cost Time: 1:46:16 || Estimated Time: 8:50:04
2023-04-13 11:00:39,769 semantic_segmentation INFO: Iters: 6690/40000 || Lr: 0.016978 || Task Loss: 0.2913 || KD Loss: 0.3429|| Cost Time: 1:46:25 || Estimated Time: 8:49:51
2023-04-13 11:00:48,835 semantic_segmentation INFO: Iters: 6700/40000 || Lr: 0.016974 || Task Loss: 0.3844 || KD Loss: 0.3588|| Cost Time: 1:46:34 || Estimated Time: 8:49:39
2023-04-13 11:00:57,885 semantic_segmentation INFO: Iters: 6710/40000 || Lr: 0.016969 || Task Loss: 0.3900 || KD Loss: 0.4210|| Cost Time: 1:46:43 || Estimated Time: 8:49:27
2023-04-13 11:01:06,956 semantic_segmentation INFO: Iters: 6720/40000 || Lr: 0.016965 || Task Loss: 0.2921 || KD Loss: 0.2959|| Cost Time: 1:46:52 || Estimated Time: 8:49:15
2023-04-13 11:01:15,992 semantic_segmentation INFO: Iters: 6730/40000 || Lr: 0.016960 || Task Loss: 0.3538 || KD Loss: 0.3856|| Cost Time: 1:47:01 || Estimated Time: 8:49:03
2023-04-13 11:01:24,964 semantic_segmentation INFO: Iters: 6740/40000 || Lr: 0.016955 || Task Loss: 0.3058 || KD Loss: 0.3462|| Cost Time: 1:47:10 || Estimated Time: 8:48:51
2023-04-13 11:01:33,981 semantic_segmentation INFO: Iters: 6750/40000 || Lr: 0.016951 || Task Loss: 0.3071 || KD Loss: 0.3496|| Cost Time: 1:47:19 || Estimated Time: 8:48:39
2023-04-13 11:01:42,994 semantic_segmentation INFO: Iters: 6760/40000 || Lr: 0.016946 || Task Loss: 0.3210 || KD Loss: 0.3732|| Cost Time: 1:47:28 || Estimated Time: 8:48:27
2023-04-13 11:01:52,030 semantic_segmentation INFO: Iters: 6770/40000 || Lr: 0.016942 || Task Loss: 0.3019 || KD Loss: 0.3719|| Cost Time: 1:47:37 || Estimated Time: 8:48:15
2023-04-13 11:02:01,117 semantic_segmentation INFO: Iters: 6780/40000 || Lr: 0.016937 || Task Loss: 0.4645 || KD Loss: 0.3748|| Cost Time: 1:47:46 || Estimated Time: 8:48:03
2023-04-13 11:02:10,124 semantic_segmentation INFO: Iters: 6790/40000 || Lr: 0.016933 || Task Loss: 0.4526 || KD Loss: 0.3908|| Cost Time: 1:47:55 || Estimated Time: 8:47:51
2023-04-13 11:02:19,192 semantic_segmentation INFO: Iters: 6800/40000 || Lr: 0.016928 || Task Loss: 0.2887 || KD Loss: 0.3908|| Cost Time: 1:48:04 || Estimated Time: 8:47:39
2023-04-13 11:02:19,484 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:02:22,077 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.936, mIoU: 0.361
2023-04-13 11:02:22,194 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.951, mIoU: 0.435
2023-04-13 11:02:22,302 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.454
2023-04-13 11:02:22,396 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.954, mIoU: 0.481
2023-04-13 11:02:22,484 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.470
2023-04-13 11:02:22,577 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.476
2023-04-13 11:02:22,670 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.530
2023-04-13 11:02:22,758 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.546
2023-04-13 11:02:22,844 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.554
2023-04-13 11:02:22,924 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.591
2023-04-13 11:02:22,995 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.598
2023-04-13 11:02:23,071 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.642
2023-04-13 11:02:23,150 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.944, mIoU: 0.644
2023-04-13 11:02:23,221 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.942, mIoU: 0.640
2023-04-13 11:02:23,293 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.938, mIoU: 0.621
2023-04-13 11:02:23,369 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.612
2023-04-13 11:02:23,444 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.614
2023-04-13 11:02:23,523 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.616
2023-04-13 11:02:23,599 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.624
2023-04-13 11:02:23,675 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.634
2023-04-13 11:02:23,751 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.637
2023-04-13 11:02:23,828 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-13 11:02:23,899 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-13 11:02:23,969 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-13 11:02:24,039 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 11:02:24,110 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:02:24,183 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 11:02:24,260 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.669
2023-04-13 11:02:24,339 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 11:02:24,417 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-13 11:02:24,493 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 11:02:24,569 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 11:02:24,645 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 11:02:24,724 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 11:02:24,796 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 11:02:24,874 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 11:02:24,954 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 11:02:25,029 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 11:02:25,103 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 11:02:25,176 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 11:02:25,250 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 11:02:25,319 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 11:02:25,391 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 11:02:25,468 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 11:02:25,535 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.665
2023-04-13 11:02:25,611 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.665
2023-04-13 11:02:25,684 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-13 11:02:25,765 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.664
2023-04-13 11:02:25,839 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-13 11:02:25,918 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-13 11:02:25,999 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-13 11:02:26,079 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 11:02:26,155 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 11:02:26,234 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-13 11:02:26,311 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 11:02:26,395 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.658
2023-04-13 11:02:26,471 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-13 11:02:26,545 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 11:02:26,621 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 11:02:26,709 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 11:02:26,782 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-13 11:02:26,858 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-13 11:02:26,936 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.666
2023-04-13 11:02:27,014 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 11:02:27,094 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-13 11:02:27,170 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-13 11:02:27,244 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:02:27,323 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.663
2023-04-13 11:02:27,397 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 11:02:27,469 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-13 11:02:27,546 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 11:02:27,629 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 11:02:27,707 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-13 11:02:27,789 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-13 11:02:27,865 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-13 11:02:27,939 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 11:02:28,008 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 11:02:28,077 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 11:02:28,151 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 11:02:28,231 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-13 11:02:28,308 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 11:02:28,386 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-13 11:02:28,462 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-13 11:02:28,534 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 11:02:28,603 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-13 11:02:28,685 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 11:02:28,772 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-13 11:02:28,842 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-13 11:02:28,914 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-13 11:02:28,991 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 11:02:29,072 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 11:02:29,148 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 11:02:29,223 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 11:02:29,300 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 11:02:29,376 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 11:02:29,449 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:29,527 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:29,604 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:29,677 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 11:02:29,754 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 11:02:29,826 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-13 11:02:29,898 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 11:02:29,969 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 11:02:30,042 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 11:02:30,115 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 11:02:30,186 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:30,263 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:30,344 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 11:02:30,421 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 11:02:30,500 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:30,577 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:30,650 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:30,729 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:30,799 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:30,871 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:30,947 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 11:02:31,024 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 11:02:31,101 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 11:02:31,179 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 11:02:31,258 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 11:02:31,336 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 11:02:31,412 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 11:02:31,483 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 11:02:31,554 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:31,624 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 11:02:31,700 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 11:02:31,777 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 11:02:31,853 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 11:02:31,930 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 11:02:32,007 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-13 11:02:32,087 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 11:02:32,162 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:32,237 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:32,310 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:02:32,380 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 11:02:32,456 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 11:02:32,539 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 11:02:32,620 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 11:02:32,700 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 11:02:32,775 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-13 11:02:32,852 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 11:02:32,927 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-13 11:02:33,001 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-13 11:02:33,078 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-13 11:02:33,153 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-13 11:02:33,228 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-13 11:02:33,303 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-13 11:02:33,378 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-13 11:02:33,454 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-13 11:02:33,523 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-13 11:02:33,598 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 11:02:33,672 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 11:02:33,753 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 11:02:33,830 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 11:02:33,907 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-13 11:02:33,984 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 11:02:34,059 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 11:02:34,135 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-13 11:02:34,208 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-13 11:02:34,291 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-13 11:02:34,367 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-13 11:02:34,446 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-13 11:02:34,519 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-13 11:02:34,593 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-13 11:02:34,668 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-13 11:02:34,745 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-13 11:02:34,816 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-13 11:02:34,890 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-13 11:02:34,963 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-13 11:02:35,034 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-13 11:02:35,107 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-13 11:02:35,186 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-13 11:02:35,274 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 11:02:35,345 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 11:02:35,418 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 11:02:35,492 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-13 11:02:35,567 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-13 11:02:35,641 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-13 11:02:35,715 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-13 11:02:35,787 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-13 11:02:35,856 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-13 11:02:35,929 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.932, mIoU: 0.637
2023-04-13 11:02:36,027 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-13 11:02:36,118 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-13 11:02:36,190 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.932, mIoU: 0.637
2023-04-13 11:02:36,264 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-13 11:02:36,337 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-13 11:02:36,408 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-13 11:02:36,478 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-13 11:02:36,557 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-13 11:02:36,635 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-13 11:02:36,713 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-13 11:02:36,787 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 11:02:36,862 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 11:02:36,935 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 11:02:37,006 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-13 11:02:37,078 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-13 11:02:37,157 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-13 11:02:37,236 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-13 11:02:37,312 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-13 11:02:37,387 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-13 11:02:37,462 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-13 11:02:37,536 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-13 11:02:37,614 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-13 11:02:37,691 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-13 11:02:37,765 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-13 11:02:37,838 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-13 11:02:37,918 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.933, mIoU: 0.634
2023-04-13 11:02:37,995 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-13 11:02:38,069 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.933, mIoU: 0.634
2023-04-13 11:02:38,146 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-13 11:02:38,221 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-13 11:02:38,295 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-13 11:02:38,369 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-13 11:02:38,439 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-13 11:02:38,508 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-13 11:02:38,583 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-13 11:02:38,658 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-13 11:02:38,730 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:38,803 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:38,877 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-13 11:02:38,949 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:39,021 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:39,093 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:39,164 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 11:02:39,235 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 11:02:39,304 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 11:02:39,372 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 11:02:39,438 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-13 11:02:39,504 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-13 11:02:39,569 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:39,632 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-13 11:02:39,696 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:39,761 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:39,830 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:39,904 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-13 11:02:39,977 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:40,048 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:40,119 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-13 11:02:40,189 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-13 11:02:40,258 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:40,326 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:40,391 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 11:02:40,457 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-13 11:02:40,524 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-13 11:02:40,589 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-13 11:02:40,657 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-13 11:02:40,725 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-13 11:02:40,797 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-13 11:02:40,868 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-13 11:02:41,405 semantic_segmentation INFO: Overall validation pixAcc: 93.942, mIoU: 64.722
2023-04-13 11:02:50,467 semantic_segmentation INFO: Iters: 6810/40000 || Lr: 0.016924 || Task Loss: 0.3322 || KD Loss: 0.3963|| Cost Time: 1:48:36 || Estimated Time: 8:49:15
2023-04-13 11:02:59,412 semantic_segmentation INFO: Iters: 6820/40000 || Lr: 0.016919 || Task Loss: 0.2870 || KD Loss: 0.3597|| Cost Time: 1:48:44 || Estimated Time: 8:49:03
2023-04-13 11:03:08,320 semantic_segmentation INFO: Iters: 6830/40000 || Lr: 0.016914 || Task Loss: 0.2985 || KD Loss: 0.3642|| Cost Time: 1:48:53 || Estimated Time: 8:48:50
2023-04-13 11:03:17,286 semantic_segmentation INFO: Iters: 6840/40000 || Lr: 0.016910 || Task Loss: 0.2861 || KD Loss: 0.3078|| Cost Time: 1:49:02 || Estimated Time: 8:48:38
2023-04-13 11:03:26,133 semantic_segmentation INFO: Iters: 6850/40000 || Lr: 0.016905 || Task Loss: 0.2187 || KD Loss: 0.2980|| Cost Time: 1:49:11 || Estimated Time: 8:48:24
2023-04-13 11:03:35,154 semantic_segmentation INFO: Iters: 6860/40000 || Lr: 0.016901 || Task Loss: 0.2702 || KD Loss: 0.3333|| Cost Time: 1:49:20 || Estimated Time: 8:48:12
2023-04-13 11:03:44,030 semantic_segmentation INFO: Iters: 6870/40000 || Lr: 0.016896 || Task Loss: 0.4283 || KD Loss: 0.3973|| Cost Time: 1:49:29 || Estimated Time: 8:47:59
2023-04-13 11:03:53,060 semantic_segmentation INFO: Iters: 6880/40000 || Lr: 0.016892 || Task Loss: 0.2870 || KD Loss: 0.3298|| Cost Time: 1:49:38 || Estimated Time: 8:47:47
2023-04-13 11:04:02,066 semantic_segmentation INFO: Iters: 6890/40000 || Lr: 0.016887 || Task Loss: 0.3235 || KD Loss: 0.3887|| Cost Time: 1:49:47 || Estimated Time: 8:47:35
2023-04-13 11:04:11,055 semantic_segmentation INFO: Iters: 6900/40000 || Lr: 0.016882 || Task Loss: 0.2806 || KD Loss: 0.3068|| Cost Time: 1:49:56 || Estimated Time: 8:47:23
2023-04-13 11:04:20,086 semantic_segmentation INFO: Iters: 6910/40000 || Lr: 0.016878 || Task Loss: 0.3311 || KD Loss: 0.4234|| Cost Time: 1:50:05 || Estimated Time: 8:47:11
2023-04-13 11:04:29,097 semantic_segmentation INFO: Iters: 6920/40000 || Lr: 0.016873 || Task Loss: 0.2886 || KD Loss: 0.3645|| Cost Time: 1:50:14 || Estimated Time: 8:46:58
2023-04-13 11:04:38,109 semantic_segmentation INFO: Iters: 6930/40000 || Lr: 0.016869 || Task Loss: 0.5521 || KD Loss: 0.5107|| Cost Time: 1:50:23 || Estimated Time: 8:46:46
2023-04-13 11:04:47,184 semantic_segmentation INFO: Iters: 6940/40000 || Lr: 0.016864 || Task Loss: 0.3247 || KD Loss: 0.3644|| Cost Time: 1:50:32 || Estimated Time: 8:46:34
2023-04-13 11:04:56,126 semantic_segmentation INFO: Iters: 6950/40000 || Lr: 0.016860 || Task Loss: 0.3641 || KD Loss: 0.3705|| Cost Time: 1:50:41 || Estimated Time: 8:46:22
2023-04-13 11:05:05,129 semantic_segmentation INFO: Iters: 6960/40000 || Lr: 0.016855 || Task Loss: 0.3769 || KD Loss: 0.3217|| Cost Time: 1:50:50 || Estimated Time: 8:46:10
2023-04-13 11:05:14,136 semantic_segmentation INFO: Iters: 6970/40000 || Lr: 0.016851 || Task Loss: 0.4710 || KD Loss: 0.4208|| Cost Time: 1:50:59 || Estimated Time: 8:45:58
2023-04-13 11:05:23,172 semantic_segmentation INFO: Iters: 6980/40000 || Lr: 0.016846 || Task Loss: 0.3747 || KD Loss: 0.4128|| Cost Time: 1:51:08 || Estimated Time: 8:45:46
2023-04-13 11:05:32,139 semantic_segmentation INFO: Iters: 6990/40000 || Lr: 0.016841 || Task Loss: 0.3326 || KD Loss: 0.4229|| Cost Time: 1:51:17 || Estimated Time: 8:45:33
2023-04-13 11:05:41,235 semantic_segmentation INFO: Iters: 7000/40000 || Lr: 0.016837 || Task Loss: 0.2797 || KD Loss: 0.3157|| Cost Time: 1:51:26 || Estimated Time: 8:45:22
2023-04-13 11:05:50,282 semantic_segmentation INFO: Iters: 7010/40000 || Lr: 0.016832 || Task Loss: 0.3637 || KD Loss: 0.3235|| Cost Time: 1:51:35 || Estimated Time: 8:45:10
2023-04-13 11:05:59,313 semantic_segmentation INFO: Iters: 7020/40000 || Lr: 0.016828 || Task Loss: 0.3796 || KD Loss: 0.3753|| Cost Time: 1:51:44 || Estimated Time: 8:44:58
2023-04-13 11:06:08,361 semantic_segmentation INFO: Iters: 7030/40000 || Lr: 0.016823 || Task Loss: 0.2967 || KD Loss: 0.4505|| Cost Time: 1:51:53 || Estimated Time: 8:44:46
2023-04-13 11:06:17,383 semantic_segmentation INFO: Iters: 7040/40000 || Lr: 0.016819 || Task Loss: 0.3642 || KD Loss: 0.4089|| Cost Time: 1:52:02 || Estimated Time: 8:44:34
2023-04-13 11:06:26,428 semantic_segmentation INFO: Iters: 7050/40000 || Lr: 0.016814 || Task Loss: 0.2901 || KD Loss: 0.3086|| Cost Time: 1:52:11 || Estimated Time: 8:44:22
2023-04-13 11:06:35,455 semantic_segmentation INFO: Iters: 7060/40000 || Lr: 0.016809 || Task Loss: 0.2105 || KD Loss: 0.3290|| Cost Time: 1:52:21 || Estimated Time: 8:44:10
2023-04-13 11:06:44,435 semantic_segmentation INFO: Iters: 7070/40000 || Lr: 0.016805 || Task Loss: 0.3010 || KD Loss: 0.3987|| Cost Time: 1:52:29 || Estimated Time: 8:43:58
2023-04-13 11:06:53,459 semantic_segmentation INFO: Iters: 7080/40000 || Lr: 0.016800 || Task Loss: 0.2890 || KD Loss: 0.3836|| Cost Time: 1:52:39 || Estimated Time: 8:43:46
2023-04-13 11:07:02,505 semantic_segmentation INFO: Iters: 7090/40000 || Lr: 0.016796 || Task Loss: 0.3395 || KD Loss: 0.4072|| Cost Time: 1:52:48 || Estimated Time: 8:43:34
2023-04-13 11:07:11,488 semantic_segmentation INFO: Iters: 7100/40000 || Lr: 0.016791 || Task Loss: 0.4446 || KD Loss: 0.3703|| Cost Time: 1:52:57 || Estimated Time: 8:43:22
2023-04-13 11:07:20,486 semantic_segmentation INFO: Iters: 7110/40000 || Lr: 0.016787 || Task Loss: 0.3762 || KD Loss: 0.3468|| Cost Time: 1:53:06 || Estimated Time: 8:43:10
2023-04-13 11:07:29,518 semantic_segmentation INFO: Iters: 7120/40000 || Lr: 0.016782 || Task Loss: 0.4385 || KD Loss: 0.4815|| Cost Time: 1:53:15 || Estimated Time: 8:42:58
2023-04-13 11:07:38,582 semantic_segmentation INFO: Iters: 7130/40000 || Lr: 0.016777 || Task Loss: 0.2409 || KD Loss: 0.3760|| Cost Time: 1:53:24 || Estimated Time: 8:42:46
2023-04-13 11:07:47,571 semantic_segmentation INFO: Iters: 7140/40000 || Lr: 0.016773 || Task Loss: 0.3597 || KD Loss: 0.3688|| Cost Time: 1:53:33 || Estimated Time: 8:42:34
2023-04-13 11:07:56,623 semantic_segmentation INFO: Iters: 7150/40000 || Lr: 0.016768 || Task Loss: 0.2534 || KD Loss: 0.3609|| Cost Time: 1:53:42 || Estimated Time: 8:42:22
2023-04-13 11:08:05,673 semantic_segmentation INFO: Iters: 7160/40000 || Lr: 0.016764 || Task Loss: 0.4368 || KD Loss: 0.4564|| Cost Time: 1:53:51 || Estimated Time: 8:42:10
2023-04-13 11:08:14,723 semantic_segmentation INFO: Iters: 7170/40000 || Lr: 0.016759 || Task Loss: 0.2803 || KD Loss: 0.3691|| Cost Time: 1:54:00 || Estimated Time: 8:41:58
2023-04-13 11:08:23,639 semantic_segmentation INFO: Iters: 7180/40000 || Lr: 0.016755 || Task Loss: 0.3260 || KD Loss: 0.3630|| Cost Time: 1:54:09 || Estimated Time: 8:41:46
2023-04-13 11:08:32,705 semantic_segmentation INFO: Iters: 7190/40000 || Lr: 0.016750 || Task Loss: 0.3461 || KD Loss: 0.3754|| Cost Time: 1:54:18 || Estimated Time: 8:41:34
2023-04-13 11:08:41,734 semantic_segmentation INFO: Iters: 7200/40000 || Lr: 0.016746 || Task Loss: 0.6166 || KD Loss: 0.4879|| Cost Time: 1:54:27 || Estimated Time: 8:41:22
2023-04-13 11:08:42,017 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:08:44,871 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.914, mIoU: 0.370
2023-04-13 11:08:44,960 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.433
2023-04-13 11:08:45,052 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.449
2023-04-13 11:08:45,134 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.464
2023-04-13 11:08:45,222 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.459
2023-04-13 11:08:45,300 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.470
2023-04-13 11:08:45,375 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.465
2023-04-13 11:08:45,450 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.509
2023-04-13 11:08:45,520 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.548
2023-04-13 11:08:45,598 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.558
2023-04-13 11:08:45,675 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.577
2023-04-13 11:08:45,748 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.586
2023-04-13 11:08:45,835 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.578
2023-04-13 11:08:45,907 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.562
2023-04-13 11:08:45,977 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.936, mIoU: 0.556
2023-04-13 11:08:46,052 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.934, mIoU: 0.550
2023-04-13 11:08:46,121 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.556
2023-04-13 11:08:46,193 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.934, mIoU: 0.554
2023-04-13 11:08:46,265 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.934, mIoU: 0.562
2023-04-13 11:08:46,336 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.935, mIoU: 0.568
2023-04-13 11:08:46,408 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.569
2023-04-13 11:08:46,485 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.553
2023-04-13 11:08:46,567 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.555
2023-04-13 11:08:46,645 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.563
2023-04-13 11:08:46,720 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.924, mIoU: 0.580
2023-04-13 11:08:46,796 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.583
2023-04-13 11:08:46,868 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:08:46,945 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.579
2023-04-13 11:08:47,016 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.925, mIoU: 0.587
2023-04-13 11:08:47,088 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.583
2023-04-13 11:08:47,159 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.582
2023-04-13 11:08:47,233 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.583
2023-04-13 11:08:47,312 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.589
2023-04-13 11:08:47,392 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.590
2023-04-13 11:08:47,466 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.592
2023-04-13 11:08:47,540 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.590
2023-04-13 11:08:47,623 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.587
2023-04-13 11:08:47,692 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.586
2023-04-13 11:08:47,764 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.580
2023-04-13 11:08:47,844 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.581
2023-04-13 11:08:47,917 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.583
2023-04-13 11:08:47,989 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.583
2023-04-13 11:08:48,065 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.925, mIoU: 0.585
2023-04-13 11:08:48,143 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.587
2023-04-13 11:08:48,225 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.584
2023-04-13 11:08:48,301 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.927, mIoU: 0.583
2023-04-13 11:08:48,378 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.584
2023-04-13 11:08:48,450 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.582
2023-04-13 11:08:48,521 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.580
2023-04-13 11:08:48,592 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.581
2023-04-13 11:08:48,670 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.582
2023-04-13 11:08:48,750 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.578
2023-04-13 11:08:48,827 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.925, mIoU: 0.574
2023-04-13 11:08:48,903 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.567
2023-04-13 11:08:48,976 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.922, mIoU: 0.566
2023-04-13 11:08:49,055 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.922, mIoU: 0.563
2023-04-13 11:08:49,126 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.922, mIoU: 0.564
2023-04-13 11:08:49,207 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.923, mIoU: 0.570
2023-04-13 11:08:49,280 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.575
2023-04-13 11:08:49,357 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.574
2023-04-13 11:08:49,434 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.577
2023-04-13 11:08:49,515 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.579
2023-04-13 11:08:49,598 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.577
2023-04-13 11:08:49,675 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.922, mIoU: 0.576
2023-04-13 11:08:49,752 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.923, mIoU: 0.578
2023-04-13 11:08:49,827 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.922, mIoU: 0.577
2023-04-13 11:08:49,904 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.921, mIoU: 0.577
2023-04-13 11:08:49,985 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.577
2023-04-13 11:08:50,061 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.577
2023-04-13 11:08:50,141 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.921, mIoU: 0.576
2023-04-13 11:08:50,214 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.577
2023-04-13 11:08:50,288 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.576
2023-04-13 11:08:50,361 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.574
2023-04-13 11:08:50,432 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.574
2023-04-13 11:08:50,507 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.574
2023-04-13 11:08:50,602 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-13 11:08:50,675 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.575
2023-04-13 11:08:50,748 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.575
2023-04-13 11:08:50,820 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-13 11:08:50,894 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.577
2023-04-13 11:08:50,969 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.579
2023-04-13 11:08:51,045 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.581
2023-04-13 11:08:51,117 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.580
2023-04-13 11:08:51,194 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.579
2023-04-13 11:08:51,270 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:51,347 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:51,428 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:51,509 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:51,586 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:51,661 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:51,742 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.579
2023-04-13 11:08:51,818 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.574
2023-04-13 11:08:51,891 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.574
2023-04-13 11:08:51,967 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.575
2023-04-13 11:08:52,045 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.575
2023-04-13 11:08:52,117 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.921, mIoU: 0.575
2023-04-13 11:08:52,191 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.576
2023-04-13 11:08:52,268 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.921, mIoU: 0.576
2023-04-13 11:08:52,339 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:52,423 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:52,496 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.578
2023-04-13 11:08:52,571 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.577
2023-04-13 11:08:52,646 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.577
2023-04-13 11:08:52,719 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.577
2023-04-13 11:08:52,793 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.577
2023-04-13 11:08:52,867 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.577
2023-04-13 11:08:52,942 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:53,012 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:53,084 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:53,155 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:53,246 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:53,314 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:53,387 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:53,465 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:53,535 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:53,609 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:53,680 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:53,755 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.920, mIoU: 0.579
2023-04-13 11:08:53,824 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.572
2023-04-13 11:08:53,895 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.572
2023-04-13 11:08:53,965 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.572
2023-04-13 11:08:54,035 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.572
2023-04-13 11:08:54,115 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.919, mIoU: 0.572
2023-04-13 11:08:54,190 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.919, mIoU: 0.574
2023-04-13 11:08:54,271 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.574
2023-04-13 11:08:54,356 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.918, mIoU: 0.573
2023-04-13 11:08:54,433 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.573
2023-04-13 11:08:54,511 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.918, mIoU: 0.573
2023-04-13 11:08:54,589 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.918, mIoU: 0.574
2023-04-13 11:08:54,665 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.919, mIoU: 0.574
2023-04-13 11:08:54,739 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.574
2023-04-13 11:08:54,813 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.920, mIoU: 0.574
2023-04-13 11:08:54,888 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.574
2023-04-13 11:08:54,964 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.920, mIoU: 0.574
2023-04-13 11:08:55,040 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.920, mIoU: 0.575
2023-04-13 11:08:55,114 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.921, mIoU: 0.575
2023-04-13 11:08:55,193 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.575
2023-04-13 11:08:55,266 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.576
2023-04-13 11:08:55,339 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.920, mIoU: 0.576
2023-04-13 11:08:55,411 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.920, mIoU: 0.576
2023-04-13 11:08:55,481 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:55,555 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:55,628 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.576
2023-04-13 11:08:55,707 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.920, mIoU: 0.576
2023-04-13 11:08:55,785 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.920, mIoU: 0.576
2023-04-13 11:08:55,861 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.919, mIoU: 0.577
2023-04-13 11:08:55,939 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:56,016 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:56,102 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:56,173 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.920, mIoU: 0.577
2023-04-13 11:08:56,248 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.920, mIoU: 0.579
2023-04-13 11:08:56,327 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.920, mIoU: 0.579
2023-04-13 11:08:56,401 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.920, mIoU: 0.580
2023-04-13 11:08:56,477 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.920, mIoU: 0.580
2023-04-13 11:08:56,552 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.581
2023-04-13 11:08:56,632 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.920, mIoU: 0.581
2023-04-13 11:08:56,707 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.920, mIoU: 0.581
2023-04-13 11:08:56,781 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.920, mIoU: 0.580
2023-04-13 11:08:56,851 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.920, mIoU: 0.580
2023-04-13 11:08:56,923 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.920, mIoU: 0.580
2023-04-13 11:08:56,997 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.920, mIoU: 0.580
2023-04-13 11:08:57,069 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:57,149 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:57,226 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:57,303 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:57,377 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:57,457 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.920, mIoU: 0.578
2023-04-13 11:08:57,530 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.578
2023-04-13 11:08:57,601 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.921, mIoU: 0.579
2023-04-13 11:08:57,678 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.921, mIoU: 0.579
2023-04-13 11:08:57,761 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.921, mIoU: 0.579
2023-04-13 11:08:57,839 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.921, mIoU: 0.579
2023-04-13 11:08:57,916 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.921, mIoU: 0.579
2023-04-13 11:08:57,991 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.922, mIoU: 0.578
2023-04-13 11:08:58,062 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.922, mIoU: 0.578
2023-04-13 11:08:58,137 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.921, mIoU: 0.577
2023-04-13 11:08:58,206 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.921, mIoU: 0.576
2023-04-13 11:08:58,275 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.921, mIoU: 0.577
2023-04-13 11:08:58,351 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.921, mIoU: 0.577
2023-04-13 11:08:58,427 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.922, mIoU: 0.577
2023-04-13 11:08:58,503 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.922, mIoU: 0.577
2023-04-13 11:08:58,581 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.922, mIoU: 0.577
2023-04-13 11:08:58,657 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.922, mIoU: 0.577
2023-04-13 11:08:58,740 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.922, mIoU: 0.577
2023-04-13 11:08:58,813 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.923, mIoU: 0.577
2023-04-13 11:08:58,887 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.923, mIoU: 0.577
2023-04-13 11:08:58,958 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.923, mIoU: 0.576
2023-04-13 11:08:59,034 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.923, mIoU: 0.576
2023-04-13 11:08:59,107 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.923, mIoU: 0.577
2023-04-13 11:08:59,185 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.923, mIoU: 0.577
2023-04-13 11:08:59,266 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.923, mIoU: 0.578
2023-04-13 11:08:59,341 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.923, mIoU: 0.578
2023-04-13 11:08:59,413 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.923, mIoU: 0.582
2023-04-13 11:08:59,486 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.923, mIoU: 0.582
2023-04-13 11:08:59,558 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.923, mIoU: 0.582
2023-04-13 11:08:59,629 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.923, mIoU: 0.581
2023-04-13 11:08:59,706 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.923, mIoU: 0.581
2023-04-13 11:08:59,780 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.923, mIoU: 0.580
2023-04-13 11:08:59,851 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.923, mIoU: 0.580
2023-04-13 11:08:59,925 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.924, mIoU: 0.580
2023-04-13 11:09:00,003 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.923, mIoU: 0.579
2023-04-13 11:09:00,084 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.923, mIoU: 0.581
2023-04-13 11:09:00,161 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.923, mIoU: 0.581
2023-04-13 11:09:00,238 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.924, mIoU: 0.581
2023-04-13 11:09:00,317 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.924, mIoU: 0.581
2023-04-13 11:09:00,390 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.924, mIoU: 0.581
2023-04-13 11:09:00,464 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.924, mIoU: 0.581
2023-04-13 11:09:00,539 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.924, mIoU: 0.580
2023-04-13 11:09:00,614 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.924, mIoU: 0.580
2023-04-13 11:09:00,690 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.924, mIoU: 0.580
2023-04-13 11:09:00,765 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.924, mIoU: 0.580
2023-04-13 11:09:00,844 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.924, mIoU: 0.579
2023-04-13 11:09:00,919 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.924, mIoU: 0.580
2023-04-13 11:09:00,994 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.924, mIoU: 0.581
2023-04-13 11:09:01,069 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.924, mIoU: 0.580
2023-04-13 11:09:01,146 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.924, mIoU: 0.580
2023-04-13 11:09:01,217 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:09:01,291 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.925, mIoU: 0.581
2023-04-13 11:09:01,367 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.925, mIoU: 0.581
2023-04-13 11:09:01,441 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.925, mIoU: 0.581
2023-04-13 11:09:01,514 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.925, mIoU: 0.578
2023-04-13 11:09:01,585 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:09:01,655 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:09:01,725 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:09:01,794 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:09:01,862 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.926, mIoU: 0.580
2023-04-13 11:09:01,930 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.926, mIoU: 0.580
2023-04-13 11:09:01,998 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.926, mIoU: 0.580
2023-04-13 11:09:02,066 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.925, mIoU: 0.577
2023-04-13 11:09:02,133 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.925, mIoU: 0.577
2023-04-13 11:09:02,200 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.924, mIoU: 0.576
2023-04-13 11:09:02,263 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.924, mIoU: 0.576
2023-04-13 11:09:02,330 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.924, mIoU: 0.576
2023-04-13 11:09:02,396 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.924, mIoU: 0.576
2023-04-13 11:09:02,463 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.924, mIoU: 0.577
2023-04-13 11:09:02,531 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.924, mIoU: 0.577
2023-04-13 11:09:02,597 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.925, mIoU: 0.578
2023-04-13 11:09:02,664 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.925, mIoU: 0.577
2023-04-13 11:09:02,731 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.925, mIoU: 0.578
2023-04-13 11:09:02,800 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.925, mIoU: 0.578
2023-04-13 11:09:02,874 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.925, mIoU: 0.579
2023-04-13 11:09:02,948 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.925, mIoU: 0.579
2023-04-13 11:09:03,018 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.925, mIoU: 0.579
2023-04-13 11:09:03,089 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.925, mIoU: 0.579
2023-04-13 11:09:03,161 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.925, mIoU: 0.579
2023-04-13 11:09:03,232 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:09:03,300 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.925, mIoU: 0.579
2023-04-13 11:09:03,366 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:09:03,433 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:09:03,500 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-13 11:09:03,929 semantic_segmentation INFO: Overall validation pixAcc: 93.142, mIoU: 58.942
2023-04-13 11:09:13,011 semantic_segmentation INFO: Iters: 7210/40000 || Lr: 0.016741 || Task Loss: 0.3016 || KD Loss: 0.2916|| Cost Time: 1:54:58 || Estimated Time: 8:42:52
2023-04-13 11:09:21,821 semantic_segmentation INFO: Iters: 7220/40000 || Lr: 0.016736 || Task Loss: 0.2958 || KD Loss: 0.2700|| Cost Time: 1:55:07 || Estimated Time: 8:42:39
2023-04-13 11:09:30,755 semantic_segmentation INFO: Iters: 7230/40000 || Lr: 0.016732 || Task Loss: 0.3000 || KD Loss: 0.3597|| Cost Time: 1:55:16 || Estimated Time: 8:42:26
2023-04-13 11:09:39,699 semantic_segmentation INFO: Iters: 7240/40000 || Lr: 0.016727 || Task Loss: 0.2787 || KD Loss: 0.3607|| Cost Time: 1:55:25 || Estimated Time: 8:42:14
2023-04-13 11:09:48,647 semantic_segmentation INFO: Iters: 7250/40000 || Lr: 0.016723 || Task Loss: 0.3337 || KD Loss: 0.3716|| Cost Time: 1:55:34 || Estimated Time: 8:42:02
2023-04-13 11:09:57,676 semantic_segmentation INFO: Iters: 7260/40000 || Lr: 0.016718 || Task Loss: 0.2970 || KD Loss: 0.3393|| Cost Time: 1:55:43 || Estimated Time: 8:41:50
2023-04-13 11:10:06,624 semantic_segmentation INFO: Iters: 7270/40000 || Lr: 0.016714 || Task Loss: 0.3217 || KD Loss: 0.3938|| Cost Time: 1:55:52 || Estimated Time: 8:41:37
2023-04-13 11:10:15,672 semantic_segmentation INFO: Iters: 7280/40000 || Lr: 0.016709 || Task Loss: 0.3134 || KD Loss: 0.4466|| Cost Time: 1:56:01 || Estimated Time: 8:41:25
2023-04-13 11:10:24,695 semantic_segmentation INFO: Iters: 7290/40000 || Lr: 0.016704 || Task Loss: 0.3606 || KD Loss: 0.3796|| Cost Time: 1:56:10 || Estimated Time: 8:41:14
2023-04-13 11:10:33,594 semantic_segmentation INFO: Iters: 7300/40000 || Lr: 0.016700 || Task Loss: 0.2515 || KD Loss: 0.2957|| Cost Time: 1:56:19 || Estimated Time: 8:41:01
2023-04-13 11:10:42,597 semantic_segmentation INFO: Iters: 7310/40000 || Lr: 0.016695 || Task Loss: 0.3470 || KD Loss: 0.4517|| Cost Time: 1:56:28 || Estimated Time: 8:40:49
2023-04-13 11:10:51,594 semantic_segmentation INFO: Iters: 7320/40000 || Lr: 0.016691 || Task Loss: 0.2598 || KD Loss: 0.3593|| Cost Time: 1:56:37 || Estimated Time: 8:40:37
2023-04-13 11:11:00,647 semantic_segmentation INFO: Iters: 7330/40000 || Lr: 0.016686 || Task Loss: 0.3355 || KD Loss: 0.3575|| Cost Time: 1:56:46 || Estimated Time: 8:40:25
2023-04-13 11:11:09,643 semantic_segmentation INFO: Iters: 7340/40000 || Lr: 0.016682 || Task Loss: 0.2998 || KD Loss: 0.3754|| Cost Time: 1:56:55 || Estimated Time: 8:40:13
2023-04-13 11:11:18,678 semantic_segmentation INFO: Iters: 7350/40000 || Lr: 0.016677 || Task Loss: 0.2875 || KD Loss: 0.3946|| Cost Time: 1:57:04 || Estimated Time: 8:40:01
2023-04-13 11:11:27,610 semantic_segmentation INFO: Iters: 7360/40000 || Lr: 0.016672 || Task Loss: 0.2690 || KD Loss: 0.3432|| Cost Time: 1:57:13 || Estimated Time: 8:39:49
2023-04-13 11:11:36,526 semantic_segmentation INFO: Iters: 7370/40000 || Lr: 0.016668 || Task Loss: 0.2397 || KD Loss: 0.3795|| Cost Time: 1:57:22 || Estimated Time: 8:39:36
2023-04-13 11:11:45,590 semantic_segmentation INFO: Iters: 7380/40000 || Lr: 0.016663 || Task Loss: 0.3696 || KD Loss: 0.3743|| Cost Time: 1:57:31 || Estimated Time: 8:39:25
2023-04-13 11:11:54,596 semantic_segmentation INFO: Iters: 7390/40000 || Lr: 0.016659 || Task Loss: 0.2770 || KD Loss: 0.3459|| Cost Time: 1:57:40 || Estimated Time: 8:39:13
2023-04-13 11:12:03,625 semantic_segmentation INFO: Iters: 7400/40000 || Lr: 0.016654 || Task Loss: 0.3170 || KD Loss: 0.3411|| Cost Time: 1:57:49 || Estimated Time: 8:39:01
2023-04-13 11:12:12,584 semantic_segmentation INFO: Iters: 7410/40000 || Lr: 0.016650 || Task Loss: 0.3084 || KD Loss: 0.3903|| Cost Time: 1:57:58 || Estimated Time: 8:38:49
2023-04-13 11:12:21,657 semantic_segmentation INFO: Iters: 7420/40000 || Lr: 0.016645 || Task Loss: 0.2339 || KD Loss: 0.3278|| Cost Time: 1:58:07 || Estimated Time: 8:38:37
2023-04-13 11:12:30,701 semantic_segmentation INFO: Iters: 7430/40000 || Lr: 0.016640 || Task Loss: 0.2156 || KD Loss: 0.3618|| Cost Time: 1:58:16 || Estimated Time: 8:38:25
2023-04-13 11:12:39,774 semantic_segmentation INFO: Iters: 7440/40000 || Lr: 0.016636 || Task Loss: 0.2681 || KD Loss: 0.3848|| Cost Time: 1:58:25 || Estimated Time: 8:38:14
2023-04-13 11:12:48,827 semantic_segmentation INFO: Iters: 7450/40000 || Lr: 0.016631 || Task Loss: 0.3228 || KD Loss: 0.3790|| Cost Time: 1:58:34 || Estimated Time: 8:38:02
2023-04-13 11:12:57,884 semantic_segmentation INFO: Iters: 7460/40000 || Lr: 0.016627 || Task Loss: 0.2309 || KD Loss: 0.3713|| Cost Time: 1:58:43 || Estimated Time: 8:37:50
2023-04-13 11:13:06,848 semantic_segmentation INFO: Iters: 7470/40000 || Lr: 0.016622 || Task Loss: 0.2489 || KD Loss: 0.3564|| Cost Time: 1:58:52 || Estimated Time: 8:37:38
2023-04-13 11:13:15,888 semantic_segmentation INFO: Iters: 7480/40000 || Lr: 0.016618 || Task Loss: 0.3928 || KD Loss: 0.4311|| Cost Time: 1:59:01 || Estimated Time: 8:37:26
2023-04-13 11:13:24,912 semantic_segmentation INFO: Iters: 7490/40000 || Lr: 0.016613 || Task Loss: 0.3676 || KD Loss: 0.4966|| Cost Time: 1:59:10 || Estimated Time: 8:37:15
2023-04-13 11:13:33,947 semantic_segmentation INFO: Iters: 7500/40000 || Lr: 0.016608 || Task Loss: 0.5918 || KD Loss: 0.4720|| Cost Time: 1:59:19 || Estimated Time: 8:37:03
2023-04-13 11:13:42,840 semantic_segmentation INFO: Iters: 7510/40000 || Lr: 0.016604 || Task Loss: 0.2687 || KD Loss: 0.4108|| Cost Time: 1:59:28 || Estimated Time: 8:36:50
2023-04-13 11:13:51,874 semantic_segmentation INFO: Iters: 7520/40000 || Lr: 0.016599 || Task Loss: 0.2866 || KD Loss: 0.4197|| Cost Time: 1:59:37 || Estimated Time: 8:36:39
2023-04-13 11:14:00,907 semantic_segmentation INFO: Iters: 7530/40000 || Lr: 0.016595 || Task Loss: 0.1852 || KD Loss: 0.3709|| Cost Time: 1:59:46 || Estimated Time: 8:36:27
2023-04-13 11:14:09,884 semantic_segmentation INFO: Iters: 7540/40000 || Lr: 0.016590 || Task Loss: 0.2697 || KD Loss: 0.3456|| Cost Time: 1:59:55 || Estimated Time: 8:36:15
2023-04-13 11:14:18,904 semantic_segmentation INFO: Iters: 7550/40000 || Lr: 0.016586 || Task Loss: 0.2933 || KD Loss: 0.3195|| Cost Time: 2:00:04 || Estimated Time: 8:36:03
2023-04-13 11:14:27,913 semantic_segmentation INFO: Iters: 7560/40000 || Lr: 0.016581 || Task Loss: 0.2230 || KD Loss: 0.4123|| Cost Time: 2:00:13 || Estimated Time: 8:35:51
2023-04-13 11:14:36,935 semantic_segmentation INFO: Iters: 7570/40000 || Lr: 0.016576 || Task Loss: 0.4539 || KD Loss: 0.4459|| Cost Time: 2:00:22 || Estimated Time: 8:35:40
2023-04-13 11:14:45,953 semantic_segmentation INFO: Iters: 7580/40000 || Lr: 0.016572 || Task Loss: 0.3398 || KD Loss: 0.3596|| Cost Time: 2:00:31 || Estimated Time: 8:35:28
2023-04-13 11:14:54,956 semantic_segmentation INFO: Iters: 7590/40000 || Lr: 0.016567 || Task Loss: 0.3008 || KD Loss: 0.3612|| Cost Time: 2:00:40 || Estimated Time: 8:35:16
2023-04-13 11:15:04,038 semantic_segmentation INFO: Iters: 7600/40000 || Lr: 0.016563 || Task Loss: 0.2741 || KD Loss: 0.3778|| Cost Time: 2:00:49 || Estimated Time: 8:35:04
2023-04-13 11:15:04,271 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:15:06,492 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.861, mIoU: 0.353
2023-04-13 11:15:07,179 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.916, mIoU: 0.447
2023-04-13 11:15:07,271 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.931, mIoU: 0.460
2023-04-13 11:15:07,363 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.938, mIoU: 0.499
2023-04-13 11:15:07,453 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.933, mIoU: 0.485
2023-04-13 11:15:07,540 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.926, mIoU: 0.485
2023-04-13 11:15:07,631 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.928, mIoU: 0.479
2023-04-13 11:15:07,703 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.931, mIoU: 0.518
2023-04-13 11:15:07,773 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.934, mIoU: 0.523
2023-04-13 11:15:07,841 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.928, mIoU: 0.570
2023-04-13 11:15:07,911 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.930, mIoU: 0.576
2023-04-13 11:15:07,986 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.926, mIoU: 0.597
2023-04-13 11:15:08,057 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.926, mIoU: 0.576
2023-04-13 11:15:08,127 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.925, mIoU: 0.568
2023-04-13 11:15:08,211 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.926, mIoU: 0.573
2023-04-13 11:15:08,281 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.567
2023-04-13 11:15:08,347 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.925, mIoU: 0.572
2023-04-13 11:15:08,420 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.926, mIoU: 0.580
2023-04-13 11:15:08,509 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.926, mIoU: 0.586
2023-04-13 11:15:08,588 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.926, mIoU: 0.594
2023-04-13 11:15:08,669 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.595
2023-04-13 11:15:08,749 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.917, mIoU: 0.565
2023-04-13 11:15:08,823 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.917, mIoU: 0.570
2023-04-13 11:15:08,904 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.584
2023-04-13 11:15:08,984 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.918, mIoU: 0.603
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2023-04-13 11:15:09,295 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-13 11:15:09,379 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.916, mIoU: 0.609
2023-04-13 11:15:09,449 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.915, mIoU: 0.606
2023-04-13 11:15:09,522 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.916, mIoU: 0.606
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2023-04-13 11:15:10,048 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.918, mIoU: 0.596
2023-04-13 11:15:10,119 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-13 11:15:10,193 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.602
2023-04-13 11:15:10,268 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.921, mIoU: 0.602
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2023-04-13 11:15:10,429 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.922, mIoU: 0.601
2023-04-13 11:15:10,509 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.922, mIoU: 0.600
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2023-04-13 11:15:10,664 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-13 11:15:10,742 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.924, mIoU: 0.599
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2023-04-13 11:15:10,890 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-13 11:15:10,966 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.925, mIoU: 0.611
2023-04-13 11:15:11,041 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.603
2023-04-13 11:15:11,115 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-13 11:15:11,195 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-13 11:15:11,275 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.922, mIoU: 0.605
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2023-04-13 11:15:11,587 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.611
2023-04-13 11:15:11,660 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.609
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2023-04-13 11:15:11,969 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.921, mIoU: 0.611
2023-04-13 11:15:12,039 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.919, mIoU: 0.610
2023-04-13 11:15:12,114 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.919, mIoU: 0.609
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2023-04-13 11:15:14,015 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.915, mIoU: 0.605
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2023-04-13 11:15:16,410 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.916, mIoU: 0.599
2023-04-13 11:15:16,483 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.601
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2023-04-13 11:15:16,631 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.915, mIoU: 0.597
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2023-04-13 11:15:23,813 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.921, mIoU: 0.593
2023-04-13 11:15:23,883 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-13 11:15:23,952 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-13 11:15:24,020 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-13 11:15:24,087 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-13 11:15:24,155 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-13 11:15:24,221 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-13 11:15:24,287 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-13 11:15:24,353 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-13 11:15:24,418 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-13 11:15:24,488 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.920, mIoU: 0.594
2023-04-13 11:15:24,551 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.920, mIoU: 0.594
2023-04-13 11:15:24,616 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.920, mIoU: 0.594
2023-04-13 11:15:24,681 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.920, mIoU: 0.594
2023-04-13 11:15:24,747 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.920, mIoU: 0.594
2023-04-13 11:15:24,814 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.921, mIoU: 0.595
2023-04-13 11:15:24,880 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-13 11:15:24,949 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-13 11:15:25,023 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-13 11:15:25,097 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.921, mIoU: 0.595
2023-04-13 11:15:25,168 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.921, mIoU: 0.595
2023-04-13 11:15:25,240 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.921, mIoU: 0.595
2023-04-13 11:15:25,308 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.921, mIoU: 0.595
2023-04-13 11:15:25,379 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.921, mIoU: 0.596
2023-04-13 11:15:25,449 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.922, mIoU: 0.597
2023-04-13 11:15:25,517 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.922, mIoU: 0.598
2023-04-13 11:15:25,585 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.922, mIoU: 0.597
2023-04-13 11:15:25,649 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.921, mIoU: 0.597
2023-04-13 11:15:25,717 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.922, mIoU: 0.597
2023-04-13 11:15:25,788 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.922, mIoU: 0.597
2023-04-13 11:15:26,307 semantic_segmentation INFO: Overall validation pixAcc: 93.177, mIoU: 59.845
2023-04-13 11:15:35,004 semantic_segmentation INFO: Iters: 7610/40000 || Lr: 0.016558 || Task Loss: 0.2309 || KD Loss: 0.3311|| Cost Time: 2:01:20 || Estimated Time: 8:36:26
2023-04-13 11:15:44,004 semantic_segmentation INFO: Iters: 7620/40000 || Lr: 0.016554 || Task Loss: 0.2760 || KD Loss: 0.3094|| Cost Time: 2:01:29 || Estimated Time: 8:36:14
2023-04-13 11:15:52,940 semantic_segmentation INFO: Iters: 7630/40000 || Lr: 0.016549 || Task Loss: 0.4143 || KD Loss: 0.4204|| Cost Time: 2:01:38 || Estimated Time: 8:36:02
2023-04-13 11:16:01,806 semantic_segmentation INFO: Iters: 7640/40000 || Lr: 0.016544 || Task Loss: 0.4017 || KD Loss: 0.4612|| Cost Time: 2:01:47 || Estimated Time: 8:35:49
2023-04-13 11:16:10,744 semantic_segmentation INFO: Iters: 7650/40000 || Lr: 0.016540 || Task Loss: 0.2094 || KD Loss: 0.2954|| Cost Time: 2:01:56 || Estimated Time: 8:35:37
2023-04-13 11:16:19,527 semantic_segmentation INFO: Iters: 7660/40000 || Lr: 0.016535 || Task Loss: 0.2943 || KD Loss: 0.4011|| Cost Time: 2:02:05 || Estimated Time: 8:35:24
2023-04-13 11:16:28,547 semantic_segmentation INFO: Iters: 7670/40000 || Lr: 0.016531 || Task Loss: 0.2699 || KD Loss: 0.3533|| Cost Time: 2:02:14 || Estimated Time: 8:35:12
2023-04-13 11:16:37,398 semantic_segmentation INFO: Iters: 7680/40000 || Lr: 0.016526 || Task Loss: 0.3579 || KD Loss: 0.4507|| Cost Time: 2:02:22 || Estimated Time: 8:35:00
2023-04-13 11:16:46,418 semantic_segmentation INFO: Iters: 7690/40000 || Lr: 0.016522 || Task Loss: 0.4912 || KD Loss: 0.5749|| Cost Time: 2:02:31 || Estimated Time: 8:34:48
2023-04-13 11:16:55,365 semantic_segmentation INFO: Iters: 7700/40000 || Lr: 0.016517 || Task Loss: 0.2923 || KD Loss: 0.2907|| Cost Time: 2:02:40 || Estimated Time: 8:34:36
2023-04-13 11:17:04,348 semantic_segmentation INFO: Iters: 7710/40000 || Lr: 0.016512 || Task Loss: 0.3565 || KD Loss: 0.3931|| Cost Time: 2:02:49 || Estimated Time: 8:34:24
2023-04-13 11:17:13,205 semantic_segmentation INFO: Iters: 7720/40000 || Lr: 0.016508 || Task Loss: 0.3062 || KD Loss: 0.3158|| Cost Time: 2:02:58 || Estimated Time: 8:34:12
2023-04-13 11:17:22,222 semantic_segmentation INFO: Iters: 7730/40000 || Lr: 0.016503 || Task Loss: 0.3697 || KD Loss: 0.3096|| Cost Time: 2:03:07 || Estimated Time: 8:34:00
2023-04-13 11:17:31,158 semantic_segmentation INFO: Iters: 7740/40000 || Lr: 0.016499 || Task Loss: 0.3499 || KD Loss: 0.3484|| Cost Time: 2:03:16 || Estimated Time: 8:33:47
2023-04-13 11:17:40,026 semantic_segmentation INFO: Iters: 7750/40000 || Lr: 0.016494 || Task Loss: 0.4041 || KD Loss: 0.4411|| Cost Time: 2:03:25 || Estimated Time: 8:33:35
2023-04-13 11:17:49,024 semantic_segmentation INFO: Iters: 7760/40000 || Lr: 0.016490 || Task Loss: 0.2079 || KD Loss: 0.2943|| Cost Time: 2:03:34 || Estimated Time: 8:33:23
2023-04-13 11:17:57,999 semantic_segmentation INFO: Iters: 7770/40000 || Lr: 0.016485 || Task Loss: 0.4188 || KD Loss: 0.3963|| Cost Time: 2:03:43 || Estimated Time: 8:33:11
2023-04-13 11:18:06,847 semantic_segmentation INFO: Iters: 7780/40000 || Lr: 0.016480 || Task Loss: 0.3256 || KD Loss: 0.3202|| Cost Time: 2:03:52 || Estimated Time: 8:32:59
2023-04-13 11:18:15,713 semantic_segmentation INFO: Iters: 7790/40000 || Lr: 0.016476 || Task Loss: 0.2963 || KD Loss: 0.3574|| Cost Time: 2:04:01 || Estimated Time: 8:32:46
2023-04-13 11:18:24,684 semantic_segmentation INFO: Iters: 7800/40000 || Lr: 0.016471 || Task Loss: 0.3109 || KD Loss: 0.3488|| Cost Time: 2:04:10 || Estimated Time: 8:32:34
2023-04-13 11:18:33,702 semantic_segmentation INFO: Iters: 7810/40000 || Lr: 0.016467 || Task Loss: 0.3414 || KD Loss: 0.3420|| Cost Time: 2:04:19 || Estimated Time: 8:32:23
2023-04-13 11:18:42,657 semantic_segmentation INFO: Iters: 7820/40000 || Lr: 0.016462 || Task Loss: 0.3563 || KD Loss: 0.3549|| Cost Time: 2:04:28 || Estimated Time: 8:32:11
2023-04-13 11:18:51,638 semantic_segmentation INFO: Iters: 7830/40000 || Lr: 0.016458 || Task Loss: 0.2753 || KD Loss: 0.3249|| Cost Time: 2:04:37 || Estimated Time: 8:31:59
2023-04-13 11:19:00,493 semantic_segmentation INFO: Iters: 7840/40000 || Lr: 0.016453 || Task Loss: 0.3079 || KD Loss: 0.4181|| Cost Time: 2:04:46 || Estimated Time: 8:31:46
2023-04-13 11:19:09,415 semantic_segmentation INFO: Iters: 7850/40000 || Lr: 0.016448 || Task Loss: 0.2990 || KD Loss: 0.3612|| Cost Time: 2:04:54 || Estimated Time: 8:31:34
2023-04-13 11:19:18,435 semantic_segmentation INFO: Iters: 7860/40000 || Lr: 0.016444 || Task Loss: 0.2787 || KD Loss: 0.3308|| Cost Time: 2:05:03 || Estimated Time: 8:31:23
2023-04-13 11:19:27,339 semantic_segmentation INFO: Iters: 7870/40000 || Lr: 0.016439 || Task Loss: 0.4039 || KD Loss: 0.4263|| Cost Time: 2:05:12 || Estimated Time: 8:31:10
2023-04-13 11:19:36,400 semantic_segmentation INFO: Iters: 7880/40000 || Lr: 0.016435 || Task Loss: 0.3014 || KD Loss: 0.4221|| Cost Time: 2:05:21 || Estimated Time: 8:30:59
2023-04-13 11:19:45,371 semantic_segmentation INFO: Iters: 7890/40000 || Lr: 0.016430 || Task Loss: 0.2175 || KD Loss: 0.3007|| Cost Time: 2:05:30 || Estimated Time: 8:30:47
2023-04-13 11:19:54,327 semantic_segmentation INFO: Iters: 7900/40000 || Lr: 0.016425 || Task Loss: 0.4440 || KD Loss: 0.3865|| Cost Time: 2:05:39 || Estimated Time: 8:30:35
2023-04-13 11:20:03,354 semantic_segmentation INFO: Iters: 7910/40000 || Lr: 0.016421 || Task Loss: 0.3311 || KD Loss: 0.4229|| Cost Time: 2:05:48 || Estimated Time: 8:30:23
2023-04-13 11:20:12,263 semantic_segmentation INFO: Iters: 7920/40000 || Lr: 0.016416 || Task Loss: 0.3301 || KD Loss: 0.3578|| Cost Time: 2:05:57 || Estimated Time: 8:30:11
2023-04-13 11:20:21,165 semantic_segmentation INFO: Iters: 7930/40000 || Lr: 0.016412 || Task Loss: 0.3249 || KD Loss: 0.4257|| Cost Time: 2:06:06 || Estimated Time: 8:29:59
2023-04-13 11:20:30,099 semantic_segmentation INFO: Iters: 7940/40000 || Lr: 0.016407 || Task Loss: 0.2837 || KD Loss: 0.2995|| Cost Time: 2:06:15 || Estimated Time: 8:29:47
2023-04-13 11:20:39,115 semantic_segmentation INFO: Iters: 7950/40000 || Lr: 0.016403 || Task Loss: 0.2290 || KD Loss: 0.3489|| Cost Time: 2:06:24 || Estimated Time: 8:29:36
2023-04-13 11:20:48,020 semantic_segmentation INFO: Iters: 7960/40000 || Lr: 0.016398 || Task Loss: 0.2477 || KD Loss: 0.2922|| Cost Time: 2:06:33 || Estimated Time: 8:29:24
2023-04-13 11:20:57,049 semantic_segmentation INFO: Iters: 7970/40000 || Lr: 0.016393 || Task Loss: 0.2652 || KD Loss: 0.3157|| Cost Time: 2:06:42 || Estimated Time: 8:29:12
2023-04-13 11:21:06,031 semantic_segmentation INFO: Iters: 7980/40000 || Lr: 0.016389 || Task Loss: 0.4219 || KD Loss: 0.4287|| Cost Time: 2:06:51 || Estimated Time: 8:29:00
2023-04-13 11:21:14,986 semantic_segmentation INFO: Iters: 7990/40000 || Lr: 0.016384 || Task Loss: 0.3442 || KD Loss: 0.4167|| Cost Time: 2:07:00 || Estimated Time: 8:28:48
2023-04-13 11:21:23,994 semantic_segmentation INFO: Iters: 8000/40000 || Lr: 0.016380 || Task Loss: 0.2532 || KD Loss: 0.3245|| Cost Time: 2:07:09 || Estimated Time: 8:28:37
2023-04-13 11:21:24,304 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:21:27,124 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.838, mIoU: 0.304
2023-04-13 11:21:27,225 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.889, mIoU: 0.390
2023-04-13 11:21:27,324 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.907, mIoU: 0.424
2023-04-13 11:21:27,417 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.898, mIoU: 0.440
2023-04-13 11:21:27,499 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.906, mIoU: 0.433
2023-04-13 11:21:27,568 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.905, mIoU: 0.437
2023-04-13 11:21:27,642 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.897, mIoU: 0.477
2023-04-13 11:21:27,719 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.894, mIoU: 0.483
2023-04-13 11:21:27,796 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.895, mIoU: 0.518
2023-04-13 11:21:27,872 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.884, mIoU: 0.562
2023-04-13 11:21:27,949 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.885, mIoU: 0.567
2023-04-13 11:21:28,025 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.884, mIoU: 0.587
2023-04-13 11:21:28,103 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.887, mIoU: 0.586
2023-04-13 11:21:28,174 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.884, mIoU: 0.566
2023-04-13 11:21:28,245 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.881, mIoU: 0.550
2023-04-13 11:21:28,326 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.880, mIoU: 0.544
2023-04-13 11:21:28,401 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.881, mIoU: 0.540
2023-04-13 11:21:28,475 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.880, mIoU: 0.537
2023-04-13 11:21:28,553 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.883, mIoU: 0.542
2023-04-13 11:21:28,630 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.882, mIoU: 0.546
2023-04-13 11:21:28,709 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.882, mIoU: 0.548
2023-04-13 11:21:28,784 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.876, mIoU: 0.555
2023-04-13 11:21:28,858 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.875, mIoU: 0.553
2023-04-13 11:21:28,928 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.875, mIoU: 0.563
2023-04-13 11:21:29,002 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.873, mIoU: 0.567
2023-04-13 11:21:29,084 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.875, mIoU: 0.570
2023-04-13 11:21:29,162 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.875, mIoU: 0.564
2023-04-13 11:21:29,240 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.875, mIoU: 0.563
2023-04-13 11:21:29,325 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.874, mIoU: 0.563
2023-04-13 11:21:29,414 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.873, mIoU: 0.557
2023-04-13 11:21:29,487 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.874, mIoU: 0.555
2023-04-13 11:21:29,563 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.875, mIoU: 0.558
2023-04-13 11:21:29,643 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.877, mIoU: 0.558
2023-04-13 11:21:29,720 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.878, mIoU: 0.557
2023-04-13 11:21:29,796 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.878, mIoU: 0.560
2023-04-13 11:21:29,876 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.879, mIoU: 0.560
2023-04-13 11:21:29,952 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.880, mIoU: 0.557
2023-04-13 11:21:30,024 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.878, mIoU: 0.555
2023-04-13 11:21:30,095 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.876, mIoU: 0.551
2023-04-13 11:21:30,170 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.878, mIoU: 0.552
2023-04-13 11:21:30,243 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.877, mIoU: 0.553
2023-04-13 11:21:30,316 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.876, mIoU: 0.551
2023-04-13 11:21:30,392 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.877, mIoU: 0.552
2023-04-13 11:21:30,469 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.878, mIoU: 0.553
2023-04-13 11:21:30,543 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.878, mIoU: 0.552
2023-04-13 11:21:30,618 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.876, mIoU: 0.548
2023-04-13 11:21:30,696 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.878, mIoU: 0.548
2023-04-13 11:21:30,770 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.878, mIoU: 0.546
2023-04-13 11:21:30,840 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.876, mIoU: 0.543
2023-04-13 11:21:30,912 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.875, mIoU: 0.546
2023-04-13 11:21:30,994 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.875, mIoU: 0.546
2023-04-13 11:21:31,073 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.873, mIoU: 0.537
2023-04-13 11:21:31,152 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.872, mIoU: 0.538
2023-04-13 11:21:31,229 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.872, mIoU: 0.540
2023-04-13 11:21:31,301 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.871, mIoU: 0.540
2023-04-13 11:21:31,379 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.870, mIoU: 0.536
2023-04-13 11:21:31,454 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.871, mIoU: 0.536
2023-04-13 11:21:31,529 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.871, mIoU: 0.538
2023-04-13 11:21:31,600 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.872, mIoU: 0.544
2023-04-13 11:21:31,672 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.873, mIoU: 0.544
2023-04-13 11:21:31,748 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.873, mIoU: 0.546
2023-04-13 11:21:31,829 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.873, mIoU: 0.547
2023-04-13 11:21:31,909 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.874, mIoU: 0.547
2023-04-13 11:21:31,987 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.873, mIoU: 0.547
2023-04-13 11:21:32,059 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.872, mIoU: 0.546
2023-04-13 11:21:32,134 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.871, mIoU: 0.546
2023-04-13 11:21:32,219 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.870, mIoU: 0.546
2023-04-13 11:21:32,292 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.871, mIoU: 0.546
2023-04-13 11:21:32,371 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.871, mIoU: 0.545
2023-04-13 11:21:32,450 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.870, mIoU: 0.544
2023-04-13 11:21:32,528 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.870, mIoU: 0.544
2023-04-13 11:21:32,604 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.871, mIoU: 0.545
2023-04-13 11:21:32,680 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.872, mIoU: 0.546
2023-04-13 11:21:32,758 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.873, mIoU: 0.546
2023-04-13 11:21:32,832 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.873, mIoU: 0.546
2023-04-13 11:21:32,907 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.872, mIoU: 0.545
2023-04-13 11:21:32,979 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.873, mIoU: 0.545
2023-04-13 11:21:33,054 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.873, mIoU: 0.545
2023-04-13 11:21:33,132 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.873, mIoU: 0.545
2023-04-13 11:21:33,208 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.873, mIoU: 0.546
2023-04-13 11:21:33,284 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.873, mIoU: 0.547
2023-04-13 11:21:33,357 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.873, mIoU: 0.548
2023-04-13 11:21:33,430 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.872, mIoU: 0.546
2023-04-13 11:21:33,503 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.871, mIoU: 0.545
2023-04-13 11:21:33,577 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.869, mIoU: 0.542
2023-04-13 11:21:33,654 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.869, mIoU: 0.543
2023-04-13 11:21:33,746 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.870, mIoU: 0.543
2023-04-13 11:21:33,824 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.870, mIoU: 0.543
2023-04-13 11:21:33,902 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.869, mIoU: 0.541
2023-04-13 11:21:33,982 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.869, mIoU: 0.541
2023-04-13 11:21:34,062 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.869, mIoU: 0.542
2023-04-13 11:21:34,134 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.868, mIoU: 0.542
2023-04-13 11:21:34,208 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.868, mIoU: 0.541
2023-04-13 11:21:34,295 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.868, mIoU: 0.541
2023-04-13 11:21:34,368 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.869, mIoU: 0.541
2023-04-13 11:21:34,440 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.869, mIoU: 0.542
2023-04-13 11:21:34,516 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.868, mIoU: 0.541
2023-04-13 11:21:34,587 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.869, mIoU: 0.541
2023-04-13 11:21:34,667 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.868, mIoU: 0.542
2023-04-13 11:21:34,740 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.868, mIoU: 0.542
2023-04-13 11:21:34,817 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.866, mIoU: 0.541
2023-04-13 11:21:34,898 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.865, mIoU: 0.540
2023-04-13 11:21:34,973 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.865, mIoU: 0.540
2023-04-13 11:21:35,049 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.866, mIoU: 0.540
2023-04-13 11:21:35,124 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.865, mIoU: 0.540
2023-04-13 11:21:35,202 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.865, mIoU: 0.540
2023-04-13 11:21:35,274 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.866, mIoU: 0.540
2023-04-13 11:21:35,345 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.866, mIoU: 0.540
2023-04-13 11:21:35,416 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.866, mIoU: 0.540
2023-04-13 11:21:35,506 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.866, mIoU: 0.540
2023-04-13 11:21:35,576 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.866, mIoU: 0.540
2023-04-13 11:21:35,647 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.865, mIoU: 0.540
2023-04-13 11:21:35,731 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.865, mIoU: 0.540
2023-04-13 11:21:35,806 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.864, mIoU: 0.539
2023-04-13 11:21:35,879 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.865, mIoU: 0.539
2023-04-13 11:21:35,954 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.865, mIoU: 0.539
2023-04-13 11:21:36,037 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.865, mIoU: 0.544
2023-04-13 11:21:36,113 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.865, mIoU: 0.543
2023-04-13 11:21:36,186 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.863, mIoU: 0.539
2023-04-13 11:21:36,265 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.863, mIoU: 0.538
2023-04-13 11:21:36,344 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.863, mIoU: 0.538
2023-04-13 11:21:36,423 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.863, mIoU: 0.538
2023-04-13 11:21:36,500 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.863, mIoU: 0.538
2023-04-13 11:21:36,574 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.863, mIoU: 0.539
2023-04-13 11:21:36,647 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.862, mIoU: 0.537
2023-04-13 11:21:36,726 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.862, mIoU: 0.539
2023-04-13 11:21:36,800 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.862, mIoU: 0.542
2023-04-13 11:21:36,875 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.863, mIoU: 0.542
2023-04-13 11:21:36,952 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.863, mIoU: 0.542
2023-04-13 11:21:37,034 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.863, mIoU: 0.542
2023-04-13 11:21:37,109 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.863, mIoU: 0.541
2023-04-13 11:21:37,183 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.862, mIoU: 0.541
2023-04-13 11:21:37,255 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.863, mIoU: 0.540
2023-04-13 11:21:37,326 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.863, mIoU: 0.540
2023-04-13 11:21:37,395 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.864, mIoU: 0.541
2023-04-13 11:21:37,470 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.864, mIoU: 0.541
2023-04-13 11:21:37,548 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.864, mIoU: 0.541
2023-04-13 11:21:37,625 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.863, mIoU: 0.539
2023-04-13 11:21:37,702 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.863, mIoU: 0.540
2023-04-13 11:21:37,779 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.862, mIoU: 0.540
2023-04-13 11:21:37,853 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.862, mIoU: 0.540
2023-04-13 11:21:37,928 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.862, mIoU: 0.540
2023-04-13 11:21:38,000 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.863, mIoU: 0.540
2023-04-13 11:21:38,073 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.863, mIoU: 0.539
2023-04-13 11:21:38,142 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.863, mIoU: 0.539
2023-04-13 11:21:38,213 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.863, mIoU: 0.539
2023-04-13 11:21:38,286 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.863, mIoU: 0.539
2023-04-13 11:21:38,365 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.863, mIoU: 0.539
2023-04-13 11:21:38,439 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.864, mIoU: 0.539
2023-04-13 11:21:38,515 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.863, mIoU: 0.538
2023-04-13 11:21:38,594 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.863, mIoU: 0.539
2023-04-13 11:21:38,674 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.863, mIoU: 0.538
2023-04-13 11:21:38,751 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.863, mIoU: 0.538
2023-04-13 11:21:38,825 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.864, mIoU: 0.538
2023-04-13 11:21:38,898 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.863, mIoU: 0.538
2023-04-13 11:21:38,971 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.864, mIoU: 0.538
2023-04-13 11:21:39,042 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.864, mIoU: 0.538
2023-04-13 11:21:39,117 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.863, mIoU: 0.537
2023-04-13 11:21:39,191 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.863, mIoU: 0.537
2023-04-13 11:21:39,271 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.863, mIoU: 0.536
2023-04-13 11:21:39,348 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.863, mIoU: 0.535
2023-04-13 11:21:39,422 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.862, mIoU: 0.532
2023-04-13 11:21:39,499 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.862, mIoU: 0.532
2023-04-13 11:21:39,576 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.862, mIoU: 0.531
2023-04-13 11:21:39,647 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.862, mIoU: 0.531
2023-04-13 11:21:39,720 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.862, mIoU: 0.530
2023-04-13 11:21:39,792 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.863, mIoU: 0.530
2023-04-13 11:21:39,866 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.863, mIoU: 0.531
2023-04-13 11:21:39,944 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.863, mIoU: 0.532
2023-04-13 11:21:40,021 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.864, mIoU: 0.532
2023-04-13 11:21:40,097 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.864, mIoU: 0.532
2023-04-13 11:21:40,175 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.863, mIoU: 0.532
2023-04-13 11:21:40,254 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.863, mIoU: 0.531
2023-04-13 11:21:40,332 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.864, mIoU: 0.531
2023-04-13 11:21:40,406 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.863, mIoU: 0.530
2023-04-13 11:21:40,482 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.862, mIoU: 0.529
2023-04-13 11:21:40,561 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.861, mIoU: 0.528
2023-04-13 11:21:40,640 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.861, mIoU: 0.528
2023-04-13 11:21:40,716 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.860, mIoU: 0.527
2023-04-13 11:21:40,792 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.860, mIoU: 0.527
2023-04-13 11:21:40,866 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.860, mIoU: 0.527
2023-04-13 11:21:40,939 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.860, mIoU: 0.527
2023-04-13 11:21:41,015 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.861, mIoU: 0.527
2023-04-13 11:21:41,088 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.862, mIoU: 0.527
2023-04-13 11:21:41,164 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.861, mIoU: 0.526
2023-04-13 11:21:41,238 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.861, mIoU: 0.526
2023-04-13 11:21:41,311 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.862, mIoU: 0.526
2023-04-13 11:21:41,384 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.861, mIoU: 0.526
2023-04-13 11:21:41,461 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.861, mIoU: 0.526
2023-04-13 11:21:41,540 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.862, mIoU: 0.526
2023-04-13 11:21:41,619 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.862, mIoU: 0.527
2023-04-13 11:21:41,695 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.862, mIoU: 0.527
2023-04-13 11:21:41,768 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.862, mIoU: 0.527
2023-04-13 11:21:41,841 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.861, mIoU: 0.527
2023-04-13 11:21:41,915 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.861, mIoU: 0.527
2023-04-13 11:21:41,988 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.860, mIoU: 0.525
2023-04-13 11:21:42,062 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.860, mIoU: 0.525
2023-04-13 11:21:42,136 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.860, mIoU: 0.524
2023-04-13 11:21:42,210 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.860, mIoU: 0.524
2023-04-13 11:21:42,286 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.860, mIoU: 0.524
2023-04-13 11:21:42,360 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.859, mIoU: 0.522
2023-04-13 11:21:42,437 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.859, mIoU: 0.521
2023-04-13 11:21:42,510 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.859, mIoU: 0.521
2023-04-13 11:21:42,583 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.859, mIoU: 0.521
2023-04-13 11:21:42,658 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.860, mIoU: 0.521
2023-04-13 11:21:42,736 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.859, mIoU: 0.521
2023-04-13 11:21:42,817 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.860, mIoU: 0.521
2023-04-13 11:21:42,892 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.859, mIoU: 0.520
2023-04-13 11:21:42,967 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.859, mIoU: 0.520
2023-04-13 11:21:43,045 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.860, mIoU: 0.520
2023-04-13 11:21:43,118 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.860, mIoU: 0.520
2023-04-13 11:21:43,190 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.860, mIoU: 0.519
2023-04-13 11:21:43,260 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.860, mIoU: 0.520
2023-04-13 11:21:43,333 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.859, mIoU: 0.519
2023-04-13 11:21:43,404 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.860, mIoU: 0.519
2023-04-13 11:21:43,478 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.860, mIoU: 0.519
2023-04-13 11:21:43,554 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.860, mIoU: 0.519
2023-04-13 11:21:43,630 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.861, mIoU: 0.519
2023-04-13 11:21:43,704 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.860, mIoU: 0.519
2023-04-13 11:21:43,774 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.860, mIoU: 0.519
2023-04-13 11:21:43,845 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.860, mIoU: 0.519
2023-04-13 11:21:43,916 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.860, mIoU: 0.520
2023-04-13 11:21:43,988 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.861, mIoU: 0.521
2023-04-13 11:21:44,058 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.860, mIoU: 0.520
2023-04-13 11:21:44,126 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.860, mIoU: 0.520
2023-04-13 11:21:44,195 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.861, mIoU: 0.520
2023-04-13 11:21:44,261 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.861, mIoU: 0.521
2023-04-13 11:21:44,328 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.861, mIoU: 0.521
2023-04-13 11:21:44,393 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.860, mIoU: 0.519
2023-04-13 11:21:44,457 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.859, mIoU: 0.518
2023-04-13 11:21:44,520 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.858, mIoU: 0.516
2023-04-13 11:21:44,582 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.858, mIoU: 0.516
2023-04-13 11:21:44,650 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.859, mIoU: 0.516
2023-04-13 11:21:44,724 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.859, mIoU: 0.516
2023-04-13 11:21:44,798 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.859, mIoU: 0.516
2023-04-13 11:21:44,869 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.859, mIoU: 0.516
2023-04-13 11:21:44,938 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.860, mIoU: 0.516
2023-04-13 11:21:45,009 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.860, mIoU: 0.516
2023-04-13 11:21:45,080 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.860, mIoU: 0.516
2023-04-13 11:21:45,148 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.860, mIoU: 0.516
2023-04-13 11:21:45,216 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.860, mIoU: 0.516
2023-04-13 11:21:45,282 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.860, mIoU: 0.516
2023-04-13 11:21:45,345 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.860, mIoU: 0.517
2023-04-13 11:21:45,411 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.860, mIoU: 0.517
2023-04-13 11:21:45,479 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.860, mIoU: 0.518
2023-04-13 11:21:45,547 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.860, mIoU: 0.518
2023-04-13 11:21:45,616 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.860, mIoU: 0.518
2023-04-13 11:21:45,683 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.860, mIoU: 0.518
2023-04-13 11:21:45,752 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.860, mIoU: 0.517
2023-04-13 11:21:45,821 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.860, mIoU: 0.517
2023-04-13 11:21:46,197 semantic_segmentation INFO: Overall validation pixAcc: 85.708, mIoU: 51.899
2023-04-13 11:21:55,301 semantic_segmentation INFO: Iters: 8010/40000 || Lr: 0.016375 || Task Loss: 0.2592 || KD Loss: 0.3621|| Cost Time: 2:07:40 || Estimated Time: 8:29:54
2023-04-13 11:22:04,204 semantic_segmentation INFO: Iters: 8020/40000 || Lr: 0.016371 || Task Loss: 0.2908 || KD Loss: 0.3586|| Cost Time: 2:07:49 || Estimated Time: 8:29:42
2023-04-13 11:22:13,141 semantic_segmentation INFO: Iters: 8030/40000 || Lr: 0.016366 || Task Loss: 0.2881 || KD Loss: 0.3917|| Cost Time: 2:07:58 || Estimated Time: 8:29:30
2023-04-13 11:22:22,093 semantic_segmentation INFO: Iters: 8040/40000 || Lr: 0.016361 || Task Loss: 0.3139 || KD Loss: 0.3656|| Cost Time: 2:08:07 || Estimated Time: 8:29:18
2023-04-13 11:22:30,803 semantic_segmentation INFO: Iters: 8050/40000 || Lr: 0.016357 || Task Loss: 0.3688 || KD Loss: 0.4275|| Cost Time: 2:08:16 || Estimated Time: 8:29:05
2023-04-13 11:22:39,989 semantic_segmentation INFO: Iters: 8060/40000 || Lr: 0.016352 || Task Loss: 0.3453 || KD Loss: 0.3436|| Cost Time: 2:08:25 || Estimated Time: 8:28:54
2023-04-13 11:22:49,003 semantic_segmentation INFO: Iters: 8070/40000 || Lr: 0.016348 || Task Loss: 0.4405 || KD Loss: 0.3327|| Cost Time: 2:08:34 || Estimated Time: 8:28:42
2023-04-13 11:22:58,011 semantic_segmentation INFO: Iters: 8080/40000 || Lr: 0.016343 || Task Loss: 0.3779 || KD Loss: 0.4320|| Cost Time: 2:08:43 || Estimated Time: 8:28:30
2023-04-13 11:23:07,003 semantic_segmentation INFO: Iters: 8090/40000 || Lr: 0.016338 || Task Loss: 0.4602 || KD Loss: 0.3890|| Cost Time: 2:08:52 || Estimated Time: 8:28:18
2023-04-13 11:23:16,038 semantic_segmentation INFO: Iters: 8100/40000 || Lr: 0.016334 || Task Loss: 0.3349 || KD Loss: 0.4205|| Cost Time: 2:09:01 || Estimated Time: 8:28:07
2023-04-13 11:23:25,030 semantic_segmentation INFO: Iters: 8110/40000 || Lr: 0.016329 || Task Loss: 0.4410 || KD Loss: 0.3962|| Cost Time: 2:09:10 || Estimated Time: 8:27:55
2023-04-13 11:23:34,044 semantic_segmentation INFO: Iters: 8120/40000 || Lr: 0.016325 || Task Loss: 0.9738 || KD Loss: 0.6177|| Cost Time: 2:09:19 || Estimated Time: 8:27:43
2023-04-13 11:23:43,036 semantic_segmentation INFO: Iters: 8130/40000 || Lr: 0.016320 || Task Loss: 0.3210 || KD Loss: 0.3698|| Cost Time: 2:09:28 || Estimated Time: 8:27:32
2023-04-13 11:23:52,059 semantic_segmentation INFO: Iters: 8140/40000 || Lr: 0.016316 || Task Loss: 0.3501 || KD Loss: 0.3909|| Cost Time: 2:09:37 || Estimated Time: 8:27:20
2023-04-13 11:24:01,160 semantic_segmentation INFO: Iters: 8150/40000 || Lr: 0.016311 || Task Loss: 0.2643 || KD Loss: 0.3577|| Cost Time: 2:09:46 || Estimated Time: 8:27:09
2023-04-13 11:24:10,175 semantic_segmentation INFO: Iters: 8160/40000 || Lr: 0.016306 || Task Loss: 0.2549 || KD Loss: 0.4014|| Cost Time: 2:09:55 || Estimated Time: 8:26:57
2023-04-13 11:24:19,065 semantic_segmentation INFO: Iters: 8170/40000 || Lr: 0.016302 || Task Loss: 0.2840 || KD Loss: 0.3398|| Cost Time: 2:10:04 || Estimated Time: 8:26:45
2023-04-13 11:24:28,149 semantic_segmentation INFO: Iters: 8180/40000 || Lr: 0.016297 || Task Loss: 0.2982 || KD Loss: 0.3987|| Cost Time: 2:10:13 || Estimated Time: 8:26:34
2023-04-13 11:24:37,148 semantic_segmentation INFO: Iters: 8190/40000 || Lr: 0.016293 || Task Loss: 0.2664 || KD Loss: 0.3364|| Cost Time: 2:10:22 || Estimated Time: 8:26:22
2023-04-13 11:24:46,236 semantic_segmentation INFO: Iters: 8200/40000 || Lr: 0.016288 || Task Loss: 0.3283 || KD Loss: 0.3988|| Cost Time: 2:10:31 || Estimated Time: 8:26:10
2023-04-13 11:24:55,284 semantic_segmentation INFO: Iters: 8210/40000 || Lr: 0.016284 || Task Loss: 0.2300 || KD Loss: 0.3319|| Cost Time: 2:10:40 || Estimated Time: 8:25:59
2023-04-13 11:25:04,214 semantic_segmentation INFO: Iters: 8220/40000 || Lr: 0.016279 || Task Loss: 0.2883 || KD Loss: 0.3627|| Cost Time: 2:10:49 || Estimated Time: 8:25:47
2023-04-13 11:25:13,256 semantic_segmentation INFO: Iters: 8230/40000 || Lr: 0.016274 || Task Loss: 0.3609 || KD Loss: 0.4029|| Cost Time: 2:10:58 || Estimated Time: 8:25:35
2023-04-13 11:25:22,308 semantic_segmentation INFO: Iters: 8240/40000 || Lr: 0.016270 || Task Loss: 0.3166 || KD Loss: 0.3565|| Cost Time: 2:11:07 || Estimated Time: 8:25:24
2023-04-13 11:25:31,334 semantic_segmentation INFO: Iters: 8250/40000 || Lr: 0.016265 || Task Loss: 0.3178 || KD Loss: 0.3918|| Cost Time: 2:11:16 || Estimated Time: 8:25:12
2023-04-13 11:25:40,360 semantic_segmentation INFO: Iters: 8260/40000 || Lr: 0.016261 || Task Loss: 0.3044 || KD Loss: 0.3517|| Cost Time: 2:11:25 || Estimated Time: 8:25:01
2023-04-13 11:25:49,412 semantic_segmentation INFO: Iters: 8270/40000 || Lr: 0.016256 || Task Loss: 0.3378 || KD Loss: 0.2985|| Cost Time: 2:11:34 || Estimated Time: 8:24:49
2023-04-13 11:25:58,452 semantic_segmentation INFO: Iters: 8280/40000 || Lr: 0.016251 || Task Loss: 0.3604 || KD Loss: 0.4316|| Cost Time: 2:11:44 || Estimated Time: 8:24:38
2023-04-13 11:26:07,438 semantic_segmentation INFO: Iters: 8290/40000 || Lr: 0.016247 || Task Loss: 0.6832 || KD Loss: 0.5382|| Cost Time: 2:11:52 || Estimated Time: 8:24:26
2023-04-13 11:26:16,482 semantic_segmentation INFO: Iters: 8300/40000 || Lr: 0.016242 || Task Loss: 0.3346 || KD Loss: 0.3694|| Cost Time: 2:12:02 || Estimated Time: 8:24:15
2023-04-13 11:26:25,439 semantic_segmentation INFO: Iters: 8310/40000 || Lr: 0.016238 || Task Loss: 0.3437 || KD Loss: 0.4106|| Cost Time: 2:12:10 || Estimated Time: 8:24:03
2023-04-13 11:26:34,497 semantic_segmentation INFO: Iters: 8320/40000 || Lr: 0.016233 || Task Loss: 0.3442 || KD Loss: 0.3655|| Cost Time: 2:12:20 || Estimated Time: 8:23:52
2023-04-13 11:26:43,595 semantic_segmentation INFO: Iters: 8330/40000 || Lr: 0.016229 || Task Loss: 0.3369 || KD Loss: 0.3829|| Cost Time: 2:12:29 || Estimated Time: 8:23:40
2023-04-13 11:26:52,616 semantic_segmentation INFO: Iters: 8340/40000 || Lr: 0.016224 || Task Loss: 0.5840 || KD Loss: 0.4312|| Cost Time: 2:12:38 || Estimated Time: 8:23:29
2023-04-13 11:27:01,512 semantic_segmentation INFO: Iters: 8350/40000 || Lr: 0.016219 || Task Loss: 0.2655 || KD Loss: 0.4349|| Cost Time: 2:12:47 || Estimated Time: 8:23:17
2023-04-13 11:27:10,616 semantic_segmentation INFO: Iters: 8360/40000 || Lr: 0.016215 || Task Loss: 0.3140 || KD Loss: 0.3739|| Cost Time: 2:12:56 || Estimated Time: 8:23:06
2023-04-13 11:27:19,656 semantic_segmentation INFO: Iters: 8370/40000 || Lr: 0.016210 || Task Loss: 0.3368 || KD Loss: 0.3948|| Cost Time: 2:13:05 || Estimated Time: 8:22:54
2023-04-13 11:27:28,674 semantic_segmentation INFO: Iters: 8380/40000 || Lr: 0.016206 || Task Loss: 0.3179 || KD Loss: 0.4883|| Cost Time: 2:13:14 || Estimated Time: 8:22:43
2023-04-13 11:27:37,731 semantic_segmentation INFO: Iters: 8390/40000 || Lr: 0.016201 || Task Loss: 0.4740 || KD Loss: 0.4444|| Cost Time: 2:13:23 || Estimated Time: 8:22:31
2023-04-13 11:27:46,734 semantic_segmentation INFO: Iters: 8400/40000 || Lr: 0.016196 || Task Loss: 0.4059 || KD Loss: 0.3892|| Cost Time: 2:13:32 || Estimated Time: 8:22:20
2023-04-13 11:27:46,969 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:27:49,120 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.915, mIoU: 0.349
2023-04-13 11:27:49,267 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.943, mIoU: 0.463
2023-04-13 11:27:49,866 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.944, mIoU: 0.458
2023-04-13 11:27:49,959 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.948, mIoU: 0.493
2023-04-13 11:27:50,055 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.949, mIoU: 0.489
2023-04-13 11:27:50,146 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.938, mIoU: 0.488
2023-04-13 11:27:50,220 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.939, mIoU: 0.539
2023-04-13 11:27:50,293 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.941, mIoU: 0.558
2023-04-13 11:27:50,367 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.943, mIoU: 0.567
2023-04-13 11:27:50,442 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.939, mIoU: 0.602
2023-04-13 11:27:50,515 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.608
2023-04-13 11:27:50,588 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.936, mIoU: 0.633
2023-04-13 11:27:50,662 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.938, mIoU: 0.639
2023-04-13 11:27:50,739 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.635
2023-04-13 11:27:50,819 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.609
2023-04-13 11:27:50,895 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.602
2023-04-13 11:27:50,970 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.602
2023-04-13 11:27:51,042 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.606
2023-04-13 11:27:51,113 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.932, mIoU: 0.613
2023-04-13 11:27:51,182 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.932, mIoU: 0.619
2023-04-13 11:27:51,257 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.622
2023-04-13 11:27:51,337 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 11:27:51,424 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 11:27:51,497 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-13 11:27:51,571 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.644
2023-04-13 11:27:51,648 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.646
2023-04-13 11:27:51,724 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.642
2023-04-13 11:27:51,818 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-13 11:27:51,905 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-13 11:27:51,980 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-13 11:27:52,060 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-13 11:27:52,132 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-13 11:27:52,204 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-13 11:27:52,278 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 11:27:52,354 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.629
2023-04-13 11:27:52,431 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.922, mIoU: 0.629
2023-04-13 11:27:52,507 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-13 11:27:52,582 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-13 11:27:52,655 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-13 11:27:52,733 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-13 11:27:52,804 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-13 11:27:52,879 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-13 11:27:52,949 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.622
2023-04-13 11:27:53,019 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-13 11:27:53,094 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 11:27:53,180 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 11:27:53,257 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 11:27:53,338 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 11:27:53,415 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-13 11:27:53,498 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 11:27:53,573 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 11:27:53,646 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 11:27:53,719 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.925, mIoU: 0.618
2023-04-13 11:27:53,795 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.924, mIoU: 0.618
2023-04-13 11:27:53,873 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.618
2023-04-13 11:27:53,951 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-13 11:27:54,023 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.622
2023-04-13 11:27:54,099 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-13 11:27:54,171 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 11:27:54,241 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 11:27:54,317 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.632
2023-04-13 11:27:54,389 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-13 11:27:54,459 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-13 11:27:54,535 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.632
2023-04-13 11:27:54,618 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-13 11:27:54,698 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-13 11:27:54,776 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.631
2023-04-13 11:27:54,850 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.633
2023-04-13 11:27:54,927 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-13 11:27:54,999 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.630
2023-04-13 11:27:55,071 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.631
2023-04-13 11:27:55,148 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-13 11:27:55,222 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 11:27:55,295 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 11:27:55,369 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 11:27:55,444 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 11:27:55,519 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 11:27:55,598 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 11:27:55,672 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 11:27:55,749 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 11:27:55,819 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-13 11:27:55,889 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-13 11:27:55,961 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-13 11:27:56,033 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 11:27:56,108 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.918, mIoU: 0.621
2023-04-13 11:27:56,189 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.621
2023-04-13 11:27:56,268 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.621
2023-04-13 11:27:56,345 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 11:27:56,423 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.919, mIoU: 0.621
2023-04-13 11:27:56,497 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 11:27:56,587 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-13 11:27:56,662 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.629
2023-04-13 11:27:56,730 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.629
2023-04-13 11:27:56,813 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-13 11:27:56,891 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.629
2023-04-13 11:27:56,965 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-13 11:27:57,044 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.920, mIoU: 0.628
2023-04-13 11:27:57,117 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-13 11:27:57,192 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.919, mIoU: 0.626
2023-04-13 11:27:57,275 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.625
2023-04-13 11:27:57,349 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.916, mIoU: 0.624
2023-04-13 11:27:57,429 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.916, mIoU: 0.623
2023-04-13 11:27:57,505 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.916, mIoU: 0.623
2023-04-13 11:27:57,582 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.916, mIoU: 0.623
2023-04-13 11:27:57,656 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 11:27:57,730 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 11:27:57,805 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 11:27:57,884 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.918, mIoU: 0.625
2023-04-13 11:27:57,963 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.918, mIoU: 0.625
2023-04-13 11:27:58,039 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 11:27:58,112 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 11:27:58,186 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.917, mIoU: 0.623
2023-04-13 11:27:58,257 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.917, mIoU: 0.622
2023-04-13 11:27:58,331 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.917, mIoU: 0.622
2023-04-13 11:27:58,405 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.917, mIoU: 0.622
2023-04-13 11:27:58,473 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.917, mIoU: 0.622
2023-04-13 11:27:58,544 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 11:27:58,620 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 11:27:58,693 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-13 11:27:58,764 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-13 11:27:58,842 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.917, mIoU: 0.619
2023-04-13 11:27:58,922 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-13 11:27:59,001 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.917, mIoU: 0.618
2023-04-13 11:27:59,079 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.917, mIoU: 0.621
2023-04-13 11:27:59,156 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.917, mIoU: 0.621
2023-04-13 11:27:59,231 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.916, mIoU: 0.621
2023-04-13 11:27:59,303 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.916, mIoU: 0.620
2023-04-13 11:27:59,376 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.620
2023-04-13 11:27:59,449 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.620
2023-04-13 11:27:59,525 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.620
2023-04-13 11:27:59,601 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.917, mIoU: 0.618
2023-04-13 11:27:59,676 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.917, mIoU: 0.618
2023-04-13 11:27:59,751 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.917, mIoU: 0.618
2023-04-13 11:27:59,824 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-13 11:27:59,897 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-13 11:27:59,969 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-13 11:28:00,042 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-13 11:28:00,116 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-13 11:28:00,186 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:00,256 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:00,329 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:00,400 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-13 11:28:00,476 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-13 11:28:00,555 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.917, mIoU: 0.613
2023-04-13 11:28:00,635 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.917, mIoU: 0.613
2023-04-13 11:28:00,711 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:00,789 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:00,864 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:00,937 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:01,007 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:01,080 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 11:28:01,152 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 11:28:01,230 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 11:28:01,309 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 11:28:01,390 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:01,466 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 11:28:01,544 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.917, mIoU: 0.616
2023-04-13 11:28:01,621 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:01,700 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:01,777 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:01,854 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-13 11:28:01,929 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.917, mIoU: 0.613
2023-04-13 11:28:02,008 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.917, mIoU: 0.612
2023-04-13 11:28:02,094 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.917, mIoU: 0.613
2023-04-13 11:28:02,171 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.917, mIoU: 0.613
2023-04-13 11:28:02,243 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.918, mIoU: 0.612
2023-04-13 11:28:02,318 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.918, mIoU: 0.613
2023-04-13 11:28:02,397 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.918, mIoU: 0.612
2023-04-13 11:28:02,472 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.918, mIoU: 0.613
2023-04-13 11:28:02,550 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.918, mIoU: 0.613
2023-04-13 11:28:02,629 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.918, mIoU: 0.613
2023-04-13 11:28:02,710 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.919, mIoU: 0.613
2023-04-13 11:28:02,782 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.919, mIoU: 0.613
2023-04-13 11:28:02,857 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:02,937 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:03,011 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:03,088 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:03,163 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:03,239 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.918, mIoU: 0.612
2023-04-13 11:28:03,320 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:03,395 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:03,464 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:03,536 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:03,612 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.919, mIoU: 0.612
2023-04-13 11:28:03,684 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-13 11:28:03,759 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-13 11:28:03,835 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-13 11:28:03,912 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-13 11:28:03,990 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-13 11:28:04,063 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-13 11:28:04,137 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-13 11:28:04,213 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-13 11:28:04,283 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-13 11:28:04,356 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-13 11:28:04,437 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-13 11:28:04,507 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.920, mIoU: 0.610
2023-04-13 11:28:04,584 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.920, mIoU: 0.610
2023-04-13 11:28:04,667 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.920, mIoU: 0.609
2023-04-13 11:28:04,745 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.920, mIoU: 0.609
2023-04-13 11:28:04,819 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.920, mIoU: 0.609
2023-04-13 11:28:04,897 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-13 11:28:04,970 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.920, mIoU: 0.610
2023-04-13 11:28:05,042 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.920, mIoU: 0.610
2023-04-13 11:28:05,114 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.920, mIoU: 0.610
2023-04-13 11:28:05,190 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-13 11:28:05,272 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-13 11:28:05,356 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-13 11:28:05,432 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.921, mIoU: 0.609
2023-04-13 11:28:05,509 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.921, mIoU: 0.609
2023-04-13 11:28:05,582 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.921, mIoU: 0.609
2023-04-13 11:28:05,658 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-13 11:28:05,734 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-13 11:28:05,810 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-13 11:28:05,887 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-13 11:28:05,964 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-13 11:28:06,040 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-13 11:28:06,113 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-13 11:28:06,188 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.922, mIoU: 0.610
2023-04-13 11:28:06,260 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.922, mIoU: 0.610
2023-04-13 11:28:06,327 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.922, mIoU: 0.610
2023-04-13 11:28:06,394 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-13 11:28:06,465 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-13 11:28:06,535 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-13 11:28:06,604 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.923, mIoU: 0.610
2023-04-13 11:28:06,671 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.923, mIoU: 0.610
2023-04-13 11:28:06,737 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.923, mIoU: 0.610
2023-04-13 11:28:06,804 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.923, mIoU: 0.610
2023-04-13 11:28:06,869 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.923, mIoU: 0.610
2023-04-13 11:28:06,933 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.923, mIoU: 0.612
2023-04-13 11:28:06,998 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.923, mIoU: 0.612
2023-04-13 11:28:07,061 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-13 11:28:07,123 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 11:28:07,186 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 11:28:07,249 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 11:28:07,313 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 11:28:07,377 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 11:28:07,440 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.923, mIoU: 0.613
2023-04-13 11:28:07,505 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.923, mIoU: 0.613
2023-04-13 11:28:07,570 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.923, mIoU: 0.612
2023-04-13 11:28:07,637 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.922, mIoU: 0.612
2023-04-13 11:28:07,709 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.922, mIoU: 0.613
2023-04-13 11:28:07,781 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.923, mIoU: 0.613
2023-04-13 11:28:07,851 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.923, mIoU: 0.613
2023-04-13 11:28:07,926 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.923, mIoU: 0.614
2023-04-13 11:28:08,000 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.923, mIoU: 0.614
2023-04-13 11:28:08,071 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-13 11:28:08,141 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.923, mIoU: 0.615
2023-04-13 11:28:08,209 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.923, mIoU: 0.615
2023-04-13 11:28:08,279 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.923, mIoU: 0.614
2023-04-13 11:28:08,348 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.923, mIoU: 0.615
2023-04-13 11:28:08,979 semantic_segmentation INFO: Overall validation pixAcc: 93.036, mIoU: 61.718
2023-04-13 11:28:17,913 semantic_segmentation INFO: Iters: 8410/40000 || Lr: 0.016192 || Task Loss: 0.4046 || KD Loss: 0.4089|| Cost Time: 2:14:03 || Estimated Time: 8:23:32
2023-04-13 11:28:26,774 semantic_segmentation INFO: Iters: 8420/40000 || Lr: 0.016187 || Task Loss: 0.3482 || KD Loss: 0.3824|| Cost Time: 2:14:12 || Estimated Time: 8:23:19
2023-04-13 11:28:35,653 semantic_segmentation INFO: Iters: 8430/40000 || Lr: 0.016183 || Task Loss: 0.2618 || KD Loss: 0.3540|| Cost Time: 2:14:21 || Estimated Time: 8:23:07
2023-04-13 11:28:44,406 semantic_segmentation INFO: Iters: 8440/40000 || Lr: 0.016178 || Task Loss: 0.2670 || KD Loss: 0.3734|| Cost Time: 2:14:29 || Estimated Time: 8:22:55
2023-04-13 11:28:53,212 semantic_segmentation INFO: Iters: 8450/40000 || Lr: 0.016174 || Task Loss: 0.3809 || KD Loss: 0.4657|| Cost Time: 2:14:38 || Estimated Time: 8:22:42
2023-04-13 11:29:02,199 semantic_segmentation INFO: Iters: 8460/40000 || Lr: 0.016169 || Task Loss: 0.2872 || KD Loss: 0.3186|| Cost Time: 2:14:47 || Estimated Time: 8:22:31
2023-04-13 11:29:10,955 semantic_segmentation INFO: Iters: 8470/40000 || Lr: 0.016164 || Task Loss: 0.3694 || KD Loss: 0.3570|| Cost Time: 2:14:56 || Estimated Time: 8:22:18
2023-04-13 11:29:19,931 semantic_segmentation INFO: Iters: 8480/40000 || Lr: 0.016160 || Task Loss: 0.4482 || KD Loss: 0.4182|| Cost Time: 2:15:05 || Estimated Time: 8:22:06
2023-04-13 11:29:28,903 semantic_segmentation INFO: Iters: 8490/40000 || Lr: 0.016155 || Task Loss: 0.2631 || KD Loss: 0.3717|| Cost Time: 2:15:14 || Estimated Time: 8:21:55
2023-04-13 11:29:37,833 semantic_segmentation INFO: Iters: 8500/40000 || Lr: 0.016151 || Task Loss: 0.2605 || KD Loss: 0.4352|| Cost Time: 2:15:23 || Estimated Time: 8:21:43
2023-04-13 11:29:46,757 semantic_segmentation INFO: Iters: 8510/40000 || Lr: 0.016146 || Task Loss: 0.3226 || KD Loss: 0.2803|| Cost Time: 2:15:32 || Estimated Time: 8:21:31
2023-04-13 11:29:55,356 semantic_segmentation INFO: Iters: 8520/40000 || Lr: 0.016141 || Task Loss: 0.2844 || KD Loss: 0.2931|| Cost Time: 2:15:40 || Estimated Time: 8:21:18
2023-04-13 11:30:04,434 semantic_segmentation INFO: Iters: 8530/40000 || Lr: 0.016137 || Task Loss: 0.3127 || KD Loss: 0.3269|| Cost Time: 2:15:49 || Estimated Time: 8:21:06
2023-04-13 11:30:13,454 semantic_segmentation INFO: Iters: 8540/40000 || Lr: 0.016132 || Task Loss: 0.2820 || KD Loss: 0.3532|| Cost Time: 2:15:59 || Estimated Time: 8:20:55
2023-04-13 11:30:22,296 semantic_segmentation INFO: Iters: 8550/40000 || Lr: 0.016128 || Task Loss: 0.2314 || KD Loss: 0.3560|| Cost Time: 2:16:07 || Estimated Time: 8:20:43
2023-04-13 11:30:31,300 semantic_segmentation INFO: Iters: 8560/40000 || Lr: 0.016123 || Task Loss: 0.3862 || KD Loss: 0.3187|| Cost Time: 2:16:16 || Estimated Time: 8:20:31
2023-04-13 11:30:40,249 semantic_segmentation INFO: Iters: 8570/40000 || Lr: 0.016118 || Task Loss: 0.2446 || KD Loss: 0.3902|| Cost Time: 2:16:25 || Estimated Time: 8:20:19
2023-04-13 11:30:49,255 semantic_segmentation INFO: Iters: 8580/40000 || Lr: 0.016114 || Task Loss: 0.3406 || KD Loss: 0.3352|| Cost Time: 2:16:34 || Estimated Time: 8:20:08
2023-04-13 11:30:58,237 semantic_segmentation INFO: Iters: 8590/40000 || Lr: 0.016109 || Task Loss: 0.3739 || KD Loss: 0.4741|| Cost Time: 2:16:43 || Estimated Time: 8:19:56
2023-04-13 11:31:07,102 semantic_segmentation INFO: Iters: 8600/40000 || Lr: 0.016105 || Task Loss: 0.2778 || KD Loss: 0.3186|| Cost Time: 2:16:52 || Estimated Time: 8:19:44
2023-04-13 11:31:16,034 semantic_segmentation INFO: Iters: 8610/40000 || Lr: 0.016100 || Task Loss: 0.3479 || KD Loss: 0.3877|| Cost Time: 2:17:01 || Estimated Time: 8:19:32
2023-04-13 11:31:25,014 semantic_segmentation INFO: Iters: 8620/40000 || Lr: 0.016096 || Task Loss: 0.2193 || KD Loss: 0.4072|| Cost Time: 2:17:10 || Estimated Time: 8:19:21
2023-04-13 11:31:33,958 semantic_segmentation INFO: Iters: 8630/40000 || Lr: 0.016091 || Task Loss: 0.2605 || KD Loss: 0.3668|| Cost Time: 2:17:19 || Estimated Time: 8:19:09
2023-04-13 11:31:42,950 semantic_segmentation INFO: Iters: 8640/40000 || Lr: 0.016086 || Task Loss: 0.2881 || KD Loss: 0.3439|| Cost Time: 2:17:28 || Estimated Time: 8:18:57
2023-04-13 11:31:51,922 semantic_segmentation INFO: Iters: 8650/40000 || Lr: 0.016082 || Task Loss: 0.1848 || KD Loss: 0.3491|| Cost Time: 2:17:37 || Estimated Time: 8:18:46
2023-04-13 11:32:00,856 semantic_segmentation INFO: Iters: 8660/40000 || Lr: 0.016077 || Task Loss: 0.2741 || KD Loss: 0.3691|| Cost Time: 2:17:46 || Estimated Time: 8:18:34
2023-04-13 11:32:09,588 semantic_segmentation INFO: Iters: 8670/40000 || Lr: 0.016073 || Task Loss: 0.2783 || KD Loss: 0.5119|| Cost Time: 2:17:55 || Estimated Time: 8:18:22
2023-04-13 11:32:18,564 semantic_segmentation INFO: Iters: 8680/40000 || Lr: 0.016068 || Task Loss: 0.2715 || KD Loss: 0.3880|| Cost Time: 2:18:04 || Estimated Time: 8:18:10
2023-04-13 11:32:27,424 semantic_segmentation INFO: Iters: 8690/40000 || Lr: 0.016063 || Task Loss: 0.4527 || KD Loss: 0.4511|| Cost Time: 2:18:12 || Estimated Time: 8:17:58
2023-04-13 11:32:36,411 semantic_segmentation INFO: Iters: 8700/40000 || Lr: 0.016059 || Task Loss: 0.3087 || KD Loss: 0.3434|| Cost Time: 2:18:21 || Estimated Time: 8:17:46
2023-04-13 11:32:45,190 semantic_segmentation INFO: Iters: 8710/40000 || Lr: 0.016054 || Task Loss: 0.2984 || KD Loss: 0.3920|| Cost Time: 2:18:30 || Estimated Time: 8:17:34
2023-04-13 11:32:53,907 semantic_segmentation INFO: Iters: 8720/40000 || Lr: 0.016050 || Task Loss: 0.4468 || KD Loss: 0.3635|| Cost Time: 2:18:39 || Estimated Time: 8:17:22
2023-04-13 11:33:03,041 semantic_segmentation INFO: Iters: 8730/40000 || Lr: 0.016045 || Task Loss: 0.3377 || KD Loss: 0.4504|| Cost Time: 2:18:48 || Estimated Time: 8:17:11
2023-04-13 11:33:11,913 semantic_segmentation INFO: Iters: 8740/40000 || Lr: 0.016040 || Task Loss: 0.3769 || KD Loss: 0.3285|| Cost Time: 2:18:57 || Estimated Time: 8:16:59
2023-04-13 11:33:20,998 semantic_segmentation INFO: Iters: 8750/40000 || Lr: 0.016036 || Task Loss: 0.2254 || KD Loss: 0.3407|| Cost Time: 2:19:06 || Estimated Time: 8:16:48
2023-04-13 11:33:29,844 semantic_segmentation INFO: Iters: 8760/40000 || Lr: 0.016031 || Task Loss: 0.2589 || KD Loss: 0.3339|| Cost Time: 2:19:15 || Estimated Time: 8:16:36
2023-04-13 11:33:38,838 semantic_segmentation INFO: Iters: 8770/40000 || Lr: 0.016027 || Task Loss: 0.2341 || KD Loss: 0.2842|| Cost Time: 2:19:24 || Estimated Time: 8:16:24
2023-04-13 11:33:47,434 semantic_segmentation INFO: Iters: 8780/40000 || Lr: 0.016022 || Task Loss: 0.2895 || KD Loss: 0.2932|| Cost Time: 2:19:32 || Estimated Time: 8:16:11
2023-04-13 11:33:56,455 semantic_segmentation INFO: Iters: 8790/40000 || Lr: 0.016018 || Task Loss: 0.3080 || KD Loss: 0.3063|| Cost Time: 2:19:42 || Estimated Time: 8:16:00
2023-04-13 11:34:05,554 semantic_segmentation INFO: Iters: 8800/40000 || Lr: 0.016013 || Task Loss: 0.3751 || KD Loss: 0.3950|| Cost Time: 2:19:51 || Estimated Time: 8:15:49
2023-04-13 11:34:05,859 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:34:08,626 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.948, mIoU: 0.348
2023-04-13 11:34:08,721 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.413
2023-04-13 11:34:08,822 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.437
2023-04-13 11:34:08,915 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.472
2023-04-13 11:34:08,999 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.465
2023-04-13 11:34:09,072 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.475
2023-04-13 11:34:09,146 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.522
2023-04-13 11:34:09,224 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.561
2023-04-13 11:34:09,303 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.599
2023-04-13 11:34:09,373 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.635
2023-04-13 11:34:09,445 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.644
2023-04-13 11:34:09,522 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.672
2023-04-13 11:34:09,596 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.653
2023-04-13 11:34:09,681 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.643
2023-04-13 11:34:09,763 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.623
2023-04-13 11:34:09,839 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.618
2023-04-13 11:34:09,912 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.620
2023-04-13 11:34:09,986 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.620
2023-04-13 11:34:10,066 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.623
2023-04-13 11:34:10,142 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.629
2023-04-13 11:34:10,218 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.630
2023-04-13 11:34:10,291 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-13 11:34:10,366 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.608
2023-04-13 11:34:10,440 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.616
2023-04-13 11:34:10,517 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 11:34:10,588 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-13 11:34:10,665 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-13 11:34:10,741 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.612
2023-04-13 11:34:10,813 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-13 11:34:10,897 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.615
2023-04-13 11:34:10,975 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.615
2023-04-13 11:34:11,055 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.613
2023-04-13 11:34:11,129 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.618
2023-04-13 11:34:11,204 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.617
2023-04-13 11:34:11,280 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 11:34:11,353 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-13 11:34:11,423 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-13 11:34:11,498 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.618
2023-04-13 11:34:11,576 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.613
2023-04-13 11:34:11,652 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.614
2023-04-13 11:34:11,725 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.615
2023-04-13 11:34:11,811 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.614
2023-04-13 11:34:11,886 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 11:34:11,960 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-13 11:34:12,031 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-13 11:34:12,102 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.612
2023-04-13 11:34:12,178 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-13 11:34:12,249 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.612
2023-04-13 11:34:12,327 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.617
2023-04-13 11:34:12,406 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.619
2023-04-13 11:34:12,485 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.619
2023-04-13 11:34:12,564 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.613
2023-04-13 11:34:12,641 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.612
2023-04-13 11:34:12,718 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 11:34:12,791 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.611
2023-04-13 11:34:12,864 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.605
2023-04-13 11:34:12,938 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.606
2023-04-13 11:34:13,017 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.612
2023-04-13 11:34:13,101 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-13 11:34:13,175 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-13 11:34:13,252 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.926, mIoU: 0.619
2023-04-13 11:34:13,331 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 11:34:13,408 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 11:34:13,485 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.619
2023-04-13 11:34:13,561 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 11:34:13,636 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.925, mIoU: 0.621
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2023-04-13 11:34:13,862 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-13 11:34:13,936 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.616
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2023-04-13 11:34:14,611 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.610
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2023-04-13 11:34:14,756 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.613
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2023-04-13 11:34:15,070 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.607
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2023-04-13 11:34:15,594 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-13 11:34:15,671 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-13 11:34:15,746 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-13 11:34:15,823 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.612
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2023-04-13 11:34:15,972 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.613
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2023-04-13 11:34:16,260 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.610
2023-04-13 11:34:16,332 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.608
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2023-04-13 11:34:17,553 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.919, mIoU: 0.610
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2023-04-13 11:34:19,610 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.919, mIoU: 0.605
2023-04-13 11:34:19,684 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.919, mIoU: 0.609
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2023-04-13 11:34:19,988 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.919, mIoU: 0.608
2023-04-13 11:34:20,069 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.919, mIoU: 0.610
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2023-04-13 11:34:20,365 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.611
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2023-04-13 11:34:21,584 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.921, mIoU: 0.606
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2023-04-13 11:34:21,975 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.921, mIoU: 0.603
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2023-04-13 11:34:26,939 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.924, mIoU: 0.602
2023-04-13 11:34:27,008 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.924, mIoU: 0.602
2023-04-13 11:34:27,079 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.924, mIoU: 0.603
2023-04-13 11:34:27,152 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.924, mIoU: 0.603
2023-04-13 11:34:27,222 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.924, mIoU: 0.602
2023-04-13 11:34:27,293 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.924, mIoU: 0.602
2023-04-13 11:34:27,363 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.924, mIoU: 0.602
2023-04-13 11:34:27,644 semantic_segmentation INFO: Overall validation pixAcc: 93.194, mIoU: 61.442
2023-04-13 11:34:36,784 semantic_segmentation INFO: Iters: 8810/40000 || Lr: 0.016008 || Task Loss: 0.3716 || KD Loss: 0.3331|| Cost Time: 2:20:22 || Estimated Time: 8:16:56
2023-04-13 11:34:45,681 semantic_segmentation INFO: Iters: 8820/40000 || Lr: 0.016004 || Task Loss: 0.3185 || KD Loss: 0.3453|| Cost Time: 2:20:31 || Estimated Time: 8:16:44
2023-04-13 11:34:54,628 semantic_segmentation INFO: Iters: 8830/40000 || Lr: 0.015999 || Task Loss: 0.4297 || KD Loss: 0.4615|| Cost Time: 2:20:40 || Estimated Time: 8:16:32
2023-04-13 11:35:03,627 semantic_segmentation INFO: Iters: 8840/40000 || Lr: 0.015995 || Task Loss: 0.2777 || KD Loss: 0.3536|| Cost Time: 2:20:49 || Estimated Time: 8:16:21
2023-04-13 11:35:12,643 semantic_segmentation INFO: Iters: 8850/40000 || Lr: 0.015990 || Task Loss: 0.2964 || KD Loss: 0.3615|| Cost Time: 2:20:58 || Estimated Time: 8:16:09
2023-04-13 11:35:21,648 semantic_segmentation INFO: Iters: 8860/40000 || Lr: 0.015985 || Task Loss: 0.2519 || KD Loss: 0.3246|| Cost Time: 2:21:07 || Estimated Time: 8:15:58
2023-04-13 11:35:30,641 semantic_segmentation INFO: Iters: 8870/40000 || Lr: 0.015981 || Task Loss: 0.2691 || KD Loss: 0.3354|| Cost Time: 2:21:16 || Estimated Time: 8:15:46
2023-04-13 11:35:39,591 semantic_segmentation INFO: Iters: 8880/40000 || Lr: 0.015976 || Task Loss: 0.4460 || KD Loss: 0.3600|| Cost Time: 2:21:25 || Estimated Time: 8:15:35
2023-04-13 11:35:48,538 semantic_segmentation INFO: Iters: 8890/40000 || Lr: 0.015972 || Task Loss: 0.3125 || KD Loss: 0.3787|| Cost Time: 2:21:34 || Estimated Time: 8:15:23
2023-04-13 11:35:57,514 semantic_segmentation INFO: Iters: 8900/40000 || Lr: 0.015967 || Task Loss: 0.3571 || KD Loss: 0.4110|| Cost Time: 2:21:43 || Estimated Time: 8:15:12
2023-04-13 11:36:06,550 semantic_segmentation INFO: Iters: 8910/40000 || Lr: 0.015962 || Task Loss: 0.2085 || KD Loss: 0.3140|| Cost Time: 2:21:52 || Estimated Time: 8:15:00
2023-04-13 11:36:15,497 semantic_segmentation INFO: Iters: 8920/40000 || Lr: 0.015958 || Task Loss: 0.2747 || KD Loss: 0.3512|| Cost Time: 2:22:01 || Estimated Time: 8:14:49
2023-04-13 11:36:24,498 semantic_segmentation INFO: Iters: 8930/40000 || Lr: 0.015953 || Task Loss: 0.3116 || KD Loss: 0.3184|| Cost Time: 2:22:10 || Estimated Time: 8:14:37
2023-04-13 11:36:33,476 semantic_segmentation INFO: Iters: 8940/40000 || Lr: 0.015949 || Task Loss: 0.2583 || KD Loss: 0.3199|| Cost Time: 2:22:19 || Estimated Time: 8:14:25
2023-04-13 11:36:42,468 semantic_segmentation INFO: Iters: 8950/40000 || Lr: 0.015944 || Task Loss: 0.4721 || KD Loss: 0.4584|| Cost Time: 2:22:28 || Estimated Time: 8:14:14
2023-04-13 11:36:51,389 semantic_segmentation INFO: Iters: 8960/40000 || Lr: 0.015939 || Task Loss: 0.2566 || KD Loss: 0.3212|| Cost Time: 2:22:36 || Estimated Time: 8:14:02
2023-04-13 11:37:00,357 semantic_segmentation INFO: Iters: 8970/40000 || Lr: 0.015935 || Task Loss: 0.2973 || KD Loss: 0.3393|| Cost Time: 2:22:45 || Estimated Time: 8:13:51
2023-04-13 11:37:09,251 semantic_segmentation INFO: Iters: 8980/40000 || Lr: 0.015930 || Task Loss: 0.3449 || KD Loss: 0.3764|| Cost Time: 2:22:54 || Estimated Time: 8:13:39
2023-04-13 11:37:18,367 semantic_segmentation INFO: Iters: 8990/40000 || Lr: 0.015926 || Task Loss: 0.4275 || KD Loss: 0.3969|| Cost Time: 2:23:03 || Estimated Time: 8:13:28
2023-04-13 11:37:27,279 semantic_segmentation INFO: Iters: 9000/40000 || Lr: 0.015921 || Task Loss: 0.3506 || KD Loss: 0.4478|| Cost Time: 2:23:12 || Estimated Time: 8:13:16
2023-04-13 11:37:36,357 semantic_segmentation INFO: Iters: 9010/40000 || Lr: 0.015917 || Task Loss: 0.3046 || KD Loss: 0.3837|| Cost Time: 2:23:21 || Estimated Time: 8:13:05
2023-04-13 11:37:45,378 semantic_segmentation INFO: Iters: 9020/40000 || Lr: 0.015912 || Task Loss: 0.4373 || KD Loss: 0.4698|| Cost Time: 2:23:30 || Estimated Time: 8:12:54
2023-04-13 11:37:54,365 semantic_segmentation INFO: Iters: 9030/40000 || Lr: 0.015907 || Task Loss: 0.3692 || KD Loss: 0.3720|| Cost Time: 2:23:39 || Estimated Time: 8:12:42
2023-04-13 11:38:03,375 semantic_segmentation INFO: Iters: 9040/40000 || Lr: 0.015903 || Task Loss: 0.2648 || KD Loss: 0.4300|| Cost Time: 2:23:48 || Estimated Time: 8:12:31
2023-04-13 11:38:12,373 semantic_segmentation INFO: Iters: 9050/40000 || Lr: 0.015898 || Task Loss: 0.5642 || KD Loss: 0.5119|| Cost Time: 2:23:57 || Estimated Time: 8:12:19
2023-04-13 11:38:21,296 semantic_segmentation INFO: Iters: 9060/40000 || Lr: 0.015894 || Task Loss: 0.2594 || KD Loss: 0.3371|| Cost Time: 2:24:06 || Estimated Time: 8:12:08
2023-04-13 11:38:30,294 semantic_segmentation INFO: Iters: 9070/40000 || Lr: 0.015889 || Task Loss: 0.2942 || KD Loss: 0.2843|| Cost Time: 2:24:15 || Estimated Time: 8:11:56
2023-04-13 11:38:39,425 semantic_segmentation INFO: Iters: 9080/40000 || Lr: 0.015884 || Task Loss: 0.3277 || KD Loss: 0.4420|| Cost Time: 2:24:24 || Estimated Time: 8:11:45
2023-04-13 11:38:48,517 semantic_segmentation INFO: Iters: 9090/40000 || Lr: 0.015880 || Task Loss: 0.1871 || KD Loss: 0.3709|| Cost Time: 2:24:34 || Estimated Time: 8:11:34
2023-04-13 11:38:57,706 semantic_segmentation INFO: Iters: 9100/40000 || Lr: 0.015875 || Task Loss: 0.2576 || KD Loss: 0.3399|| Cost Time: 2:24:43 || Estimated Time: 8:11:23
2023-04-13 11:39:06,766 semantic_segmentation INFO: Iters: 9110/40000 || Lr: 0.015871 || Task Loss: 0.2067 || KD Loss: 0.3341|| Cost Time: 2:24:52 || Estimated Time: 8:11:12
2023-04-13 11:39:15,778 semantic_segmentation INFO: Iters: 9120/40000 || Lr: 0.015866 || Task Loss: 0.3035 || KD Loss: 0.3605|| Cost Time: 2:25:01 || Estimated Time: 8:11:01
2023-04-13 11:39:24,777 semantic_segmentation INFO: Iters: 9130/40000 || Lr: 0.015861 || Task Loss: 0.2521 || KD Loss: 0.3695|| Cost Time: 2:25:10 || Estimated Time: 8:10:50
2023-04-13 11:39:33,781 semantic_segmentation INFO: Iters: 9140/40000 || Lr: 0.015857 || Task Loss: 0.2625 || KD Loss: 0.3949|| Cost Time: 2:25:19 || Estimated Time: 8:10:38
2023-04-13 11:39:42,783 semantic_segmentation INFO: Iters: 9150/40000 || Lr: 0.015852 || Task Loss: 0.3387 || KD Loss: 0.4177|| Cost Time: 2:25:28 || Estimated Time: 8:10:27
2023-04-13 11:39:51,792 semantic_segmentation INFO: Iters: 9160/40000 || Lr: 0.015848 || Task Loss: 0.3200 || KD Loss: 0.4052|| Cost Time: 2:25:37 || Estimated Time: 8:10:16
2023-04-13 11:40:00,661 semantic_segmentation INFO: Iters: 9170/40000 || Lr: 0.015843 || Task Loss: 0.3286 || KD Loss: 0.3446|| Cost Time: 2:25:46 || Estimated Time: 8:10:04
2023-04-13 11:40:09,708 semantic_segmentation INFO: Iters: 9180/40000 || Lr: 0.015838 || Task Loss: 0.3309 || KD Loss: 0.3674|| Cost Time: 2:25:55 || Estimated Time: 8:09:53
2023-04-13 11:40:18,746 semantic_segmentation INFO: Iters: 9190/40000 || Lr: 0.015834 || Task Loss: 0.2760 || KD Loss: 0.3516|| Cost Time: 2:26:04 || Estimated Time: 8:09:41
2023-04-13 11:40:27,789 semantic_segmentation INFO: Iters: 9200/40000 || Lr: 0.015829 || Task Loss: 0.2990 || KD Loss: 0.4673|| Cost Time: 2:26:13 || Estimated Time: 8:09:30
2023-04-13 11:40:28,097 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:40:30,451 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.408
2023-04-13 11:40:30,668 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.483
2023-04-13 11:40:31,071 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.489
2023-04-13 11:40:31,165 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.510
2023-04-13 11:40:31,252 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.503
2023-04-13 11:40:31,338 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.509
2023-04-13 11:40:31,413 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.528
2023-04-13 11:40:31,486 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.563
2023-04-13 11:40:31,555 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.589
2023-04-13 11:40:31,631 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.634
2023-04-13 11:40:31,710 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.647
2023-04-13 11:40:31,787 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.678
2023-04-13 11:40:31,864 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.690
2023-04-13 11:40:31,940 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.684
2023-04-13 11:40:32,015 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.672
2023-04-13 11:40:32,089 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.663
2023-04-13 11:40:32,158 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.666
2023-04-13 11:40:32,230 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.668
2023-04-13 11:40:32,299 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.676
2023-04-13 11:40:32,368 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.683
2023-04-13 11:40:32,455 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.685
2023-04-13 11:40:32,541 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 11:40:32,613 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.669
2023-04-13 11:40:32,688 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 11:40:32,771 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 11:40:32,849 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 11:40:32,924 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 11:40:32,999 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 11:40:33,072 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 11:40:33,148 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 11:40:33,223 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 11:40:33,312 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 11:40:33,391 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 11:40:33,464 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 11:40:33,534 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 11:40:33,605 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 11:40:33,680 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:40:33,758 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:40:33,833 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-13 11:40:33,909 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.680
2023-04-13 11:40:33,987 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-13 11:40:34,067 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-13 11:40:34,146 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-13 11:40:34,223 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 11:40:34,299 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 11:40:34,377 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.679
2023-04-13 11:40:34,456 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 11:40:34,532 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 11:40:34,608 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 11:40:34,686 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 11:40:34,774 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 11:40:34,846 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-13 11:40:34,917 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 11:40:34,994 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-13 11:40:35,074 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 11:40:35,155 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.680
2023-04-13 11:40:35,229 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 11:40:35,304 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:40:35,376 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 11:40:35,447 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 11:40:35,518 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 11:40:35,593 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 11:40:35,672 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 11:40:35,752 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 11:40:35,836 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 11:40:35,916 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 11:40:35,991 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.694
2023-04-13 11:40:36,063 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 11:40:36,137 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.694
2023-04-13 11:40:36,209 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.694
2023-04-13 11:40:36,279 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.694
2023-04-13 11:40:36,356 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 11:40:36,437 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 11:40:36,513 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 11:40:36,587 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 11:40:36,662 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 11:40:36,735 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 11:40:36,807 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 11:40:36,876 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 11:40:36,950 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 11:40:37,023 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 11:40:37,095 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 11:40:37,171 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 11:40:37,247 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 11:40:37,322 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:37,398 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:37,476 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:37,549 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:37,624 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:40:37,695 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:37,767 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:40:37,838 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.695
2023-04-13 11:40:37,910 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.694
2023-04-13 11:40:37,982 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.694
2023-04-13 11:40:38,061 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 11:40:38,130 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 11:40:38,213 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 11:40:38,293 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.694
2023-04-13 11:40:38,372 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.694
2023-04-13 11:40:38,447 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.693
2023-04-13 11:40:38,523 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-13 11:40:38,598 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-13 11:40:38,672 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-13 11:40:38,745 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-13 11:40:38,820 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-13 11:40:38,897 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-13 11:40:38,972 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-13 11:40:39,047 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.692
2023-04-13 11:40:39,121 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.692
2023-04-13 11:40:39,196 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-13 11:40:39,267 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-13 11:40:39,338 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-13 11:40:39,409 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.690
2023-04-13 11:40:39,480 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-13 11:40:39,557 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-13 11:40:39,628 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-13 11:40:39,707 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.691
2023-04-13 11:40:39,783 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.691
2023-04-13 11:40:39,858 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-13 11:40:39,933 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:40:40,010 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:40:40,084 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.688
2023-04-13 11:40:40,157 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.688
2023-04-13 11:40:40,231 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.692
2023-04-13 11:40:40,304 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.692
2023-04-13 11:40:40,375 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.690
2023-04-13 11:40:40,445 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.690
2023-04-13 11:40:40,523 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.690
2023-04-13 11:40:40,603 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.690
2023-04-13 11:40:40,676 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.690
2023-04-13 11:40:40,753 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.933, mIoU: 0.690
2023-04-13 11:40:40,831 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-13 11:40:40,908 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:40:40,981 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:40:41,056 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:40:41,131 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 11:40:41,204 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 11:40:41,280 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:41,359 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 11:40:41,443 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:41,520 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:41,594 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:41,667 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:41,743 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:40:41,820 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.933, mIoU: 0.687
2023-04-13 11:40:41,894 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 11:40:41,969 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 11:40:42,046 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 11:40:42,122 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 11:40:42,194 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.933, mIoU: 0.684
2023-04-13 11:40:42,270 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.933, mIoU: 0.686
2023-04-13 11:40:42,342 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 11:40:42,415 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.933, mIoU: 0.687
2023-04-13 11:40:42,503 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.933, mIoU: 0.686
2023-04-13 11:40:42,581 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.933, mIoU: 0.687
2023-04-13 11:40:42,661 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 11:40:42,735 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 11:40:42,811 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 11:40:42,886 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 11:40:42,960 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 11:40:43,039 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 11:40:43,108 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 11:40:43,188 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.933, mIoU: 0.684
2023-04-13 11:40:43,263 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 11:40:43,337 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 11:40:43,413 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 11:40:43,489 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 11:40:43,567 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 11:40:43,640 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 11:40:43,714 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 11:40:43,789 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 11:40:43,860 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 11:40:43,931 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 11:40:44,006 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 11:40:44,083 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 11:40:44,158 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 11:40:44,232 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 11:40:44,305 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 11:40:44,381 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 11:40:44,455 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 11:40:44,526 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 11:40:44,597 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 11:40:44,668 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 11:40:44,744 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 11:40:44,816 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 11:40:44,888 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 11:40:44,960 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 11:40:45,040 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 11:40:45,121 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 11:40:45,196 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 11:40:45,271 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 11:40:45,346 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 11:40:45,419 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 11:40:45,491 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:40:45,562 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:40:45,633 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 11:40:45,704 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 11:40:45,782 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 11:40:45,865 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 11:40:45,940 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 11:40:46,019 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:40:46,091 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:40:46,165 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:40:46,238 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:40:46,310 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:40:46,382 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:40:46,455 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:40:46,531 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:40:46,608 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:40:46,688 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:40:46,766 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:40:46,841 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:40:46,914 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:40:46,990 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,065 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,136 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,209 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,285 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,359 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,434 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,506 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 11:40:47,578 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,649 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,719 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:40:47,788 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 11:40:47,857 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 11:40:47,924 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 11:40:47,991 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 11:40:48,057 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:40:48,123 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:40:48,188 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:40:48,251 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:40:48,316 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:40:48,380 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:40:48,446 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:40:48,512 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:40:48,577 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:40:48,645 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:40:48,717 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:40:48,788 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:40:48,859 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:40:48,931 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:40:49,001 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:40:49,072 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 11:40:49,143 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 11:40:49,213 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 11:40:49,281 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 11:40:49,347 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 11:40:49,416 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 11:40:49,483 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 11:40:49,933 semantic_segmentation INFO: Overall validation pixAcc: 94.373, mIoU: 69.569
2023-04-13 11:40:59,275 semantic_segmentation INFO: Iters: 9210/40000 || Lr: 0.015825 || Task Loss: 0.3827 || KD Loss: 0.3439|| Cost Time: 2:26:44 || Estimated Time: 8:10:34
2023-04-13 11:41:08,186 semantic_segmentation INFO: Iters: 9220/40000 || Lr: 0.015820 || Task Loss: 0.3808 || KD Loss: 0.4076|| Cost Time: 2:26:53 || Estimated Time: 8:10:22
2023-04-13 11:41:17,021 semantic_segmentation INFO: Iters: 9230/40000 || Lr: 0.015815 || Task Loss: 0.4517 || KD Loss: 0.4129|| Cost Time: 2:27:02 || Estimated Time: 8:10:10
2023-04-13 11:41:25,916 semantic_segmentation INFO: Iters: 9240/40000 || Lr: 0.015811 || Task Loss: 0.3018 || KD Loss: 0.3899|| Cost Time: 2:27:11 || Estimated Time: 8:09:59
2023-04-13 11:41:34,831 semantic_segmentation INFO: Iters: 9250/40000 || Lr: 0.015806 || Task Loss: 0.3086 || KD Loss: 0.3495|| Cost Time: 2:27:20 || Estimated Time: 8:09:47
2023-04-13 11:41:43,862 semantic_segmentation INFO: Iters: 9260/40000 || Lr: 0.015802 || Task Loss: 0.2630 || KD Loss: 0.3805|| Cost Time: 2:27:29 || Estimated Time: 8:09:36
2023-04-13 11:41:52,760 semantic_segmentation INFO: Iters: 9270/40000 || Lr: 0.015797 || Task Loss: 0.2711 || KD Loss: 0.3422|| Cost Time: 2:27:38 || Estimated Time: 8:09:24
2023-04-13 11:42:01,692 semantic_segmentation INFO: Iters: 9280/40000 || Lr: 0.015792 || Task Loss: 0.2494 || KD Loss: 0.4201|| Cost Time: 2:27:47 || Estimated Time: 8:09:12
2023-04-13 11:42:10,695 semantic_segmentation INFO: Iters: 9290/40000 || Lr: 0.015788 || Task Loss: 0.2829 || KD Loss: 0.3756|| Cost Time: 2:27:56 || Estimated Time: 8:09:01
2023-04-13 11:42:19,739 semantic_segmentation INFO: Iters: 9300/40000 || Lr: 0.015783 || Task Loss: 0.3276 || KD Loss: 0.3500|| Cost Time: 2:28:05 || Estimated Time: 8:08:50
2023-04-13 11:42:28,730 semantic_segmentation INFO: Iters: 9310/40000 || Lr: 0.015779 || Task Loss: 0.3171 || KD Loss: 0.3695|| Cost Time: 2:28:14 || Estimated Time: 8:08:38
2023-04-13 11:42:37,712 semantic_segmentation INFO: Iters: 9320/40000 || Lr: 0.015774 || Task Loss: 0.2290 || KD Loss: 0.4068|| Cost Time: 2:28:23 || Estimated Time: 8:08:27
2023-04-13 11:42:46,557 semantic_segmentation INFO: Iters: 9330/40000 || Lr: 0.015769 || Task Loss: 0.2742 || KD Loss: 0.3861|| Cost Time: 2:28:32 || Estimated Time: 8:08:15
2023-04-13 11:42:55,479 semantic_segmentation INFO: Iters: 9340/40000 || Lr: 0.015765 || Task Loss: 0.2496 || KD Loss: 0.3235|| Cost Time: 2:28:41 || Estimated Time: 8:08:03
2023-04-13 11:43:04,507 semantic_segmentation INFO: Iters: 9350/40000 || Lr: 0.015760 || Task Loss: 0.2294 || KD Loss: 0.2824|| Cost Time: 2:28:50 || Estimated Time: 8:07:52
2023-04-13 11:43:13,540 semantic_segmentation INFO: Iters: 9360/40000 || Lr: 0.015756 || Task Loss: 0.4979 || KD Loss: 0.4583|| Cost Time: 2:28:59 || Estimated Time: 8:07:41
2023-04-13 11:43:22,363 semantic_segmentation INFO: Iters: 9370/40000 || Lr: 0.015751 || Task Loss: 0.3094 || KD Loss: 0.3352|| Cost Time: 2:29:07 || Estimated Time: 8:07:29
2023-04-13 11:43:31,476 semantic_segmentation INFO: Iters: 9380/40000 || Lr: 0.015746 || Task Loss: 0.2798 || KD Loss: 0.3269|| Cost Time: 2:29:17 || Estimated Time: 8:07:18
2023-04-13 11:43:40,505 semantic_segmentation INFO: Iters: 9390/40000 || Lr: 0.015742 || Task Loss: 0.2418 || KD Loss: 0.2954|| Cost Time: 2:29:26 || Estimated Time: 8:07:07
2023-04-13 11:43:49,484 semantic_segmentation INFO: Iters: 9400/40000 || Lr: 0.015737 || Task Loss: 0.2125 || KD Loss: 0.2565|| Cost Time: 2:29:35 || Estimated Time: 8:06:55
2023-04-13 11:43:58,506 semantic_segmentation INFO: Iters: 9410/40000 || Lr: 0.015733 || Task Loss: 0.2337 || KD Loss: 0.3477|| Cost Time: 2:29:44 || Estimated Time: 8:06:44
2023-04-13 11:44:07,559 semantic_segmentation INFO: Iters: 9420/40000 || Lr: 0.015728 || Task Loss: 0.2809 || KD Loss: 0.2903|| Cost Time: 2:29:53 || Estimated Time: 8:06:33
2023-04-13 11:44:16,553 semantic_segmentation INFO: Iters: 9430/40000 || Lr: 0.015723 || Task Loss: 0.2817 || KD Loss: 0.3464|| Cost Time: 2:30:02 || Estimated Time: 8:06:21
2023-04-13 11:44:25,568 semantic_segmentation INFO: Iters: 9440/40000 || Lr: 0.015719 || Task Loss: 0.3242 || KD Loss: 0.3486|| Cost Time: 2:30:11 || Estimated Time: 8:06:10
2023-04-13 11:44:34,532 semantic_segmentation INFO: Iters: 9450/40000 || Lr: 0.015714 || Task Loss: 0.2920 || KD Loss: 0.3921|| Cost Time: 2:30:20 || Estimated Time: 8:05:59
2023-04-13 11:44:43,505 semantic_segmentation INFO: Iters: 9460/40000 || Lr: 0.015710 || Task Loss: 0.3091 || KD Loss: 0.3768|| Cost Time: 2:30:29 || Estimated Time: 8:05:47
2023-04-13 11:44:52,514 semantic_segmentation INFO: Iters: 9470/40000 || Lr: 0.015705 || Task Loss: 0.3036 || KD Loss: 0.3907|| Cost Time: 2:30:38 || Estimated Time: 8:05:36
2023-04-13 11:45:01,566 semantic_segmentation INFO: Iters: 9480/40000 || Lr: 0.015700 || Task Loss: 0.4338 || KD Loss: 0.4406|| Cost Time: 2:30:47 || Estimated Time: 8:05:25
2023-04-13 11:45:10,511 semantic_segmentation INFO: Iters: 9490/40000 || Lr: 0.015696 || Task Loss: 0.2980 || KD Loss: 0.3914|| Cost Time: 2:30:56 || Estimated Time: 8:05:14
2023-04-13 11:45:19,540 semantic_segmentation INFO: Iters: 9500/40000 || Lr: 0.015691 || Task Loss: 0.2517 || KD Loss: 0.3593|| Cost Time: 2:31:05 || Estimated Time: 8:05:02
2023-04-13 11:45:28,493 semantic_segmentation INFO: Iters: 9510/40000 || Lr: 0.015687 || Task Loss: 0.1956 || KD Loss: 0.3529|| Cost Time: 2:31:14 || Estimated Time: 8:04:51
2023-04-13 11:45:37,575 semantic_segmentation INFO: Iters: 9520/40000 || Lr: 0.015682 || Task Loss: 0.3050 || KD Loss: 0.3147|| Cost Time: 2:31:23 || Estimated Time: 8:04:40
2023-04-13 11:45:46,577 semantic_segmentation INFO: Iters: 9530/40000 || Lr: 0.015677 || Task Loss: 0.3887 || KD Loss: 0.4555|| Cost Time: 2:31:32 || Estimated Time: 8:04:29
2023-04-13 11:45:55,526 semantic_segmentation INFO: Iters: 9540/40000 || Lr: 0.015673 || Task Loss: 0.3139 || KD Loss: 0.3600|| Cost Time: 2:31:41 || Estimated Time: 8:04:17
2023-04-13 11:46:04,654 semantic_segmentation INFO: Iters: 9550/40000 || Lr: 0.015668 || Task Loss: 0.2245 || KD Loss: 0.4084|| Cost Time: 2:31:50 || Estimated Time: 8:04:06
2023-04-13 11:46:13,707 semantic_segmentation INFO: Iters: 9560/40000 || Lr: 0.015664 || Task Loss: 0.3008 || KD Loss: 0.3699|| Cost Time: 2:31:59 || Estimated Time: 8:03:55
2023-04-13 11:46:22,726 semantic_segmentation INFO: Iters: 9570/40000 || Lr: 0.015659 || Task Loss: 0.4073 || KD Loss: 0.3658|| Cost Time: 2:32:08 || Estimated Time: 8:03:44
2023-04-13 11:46:31,744 semantic_segmentation INFO: Iters: 9580/40000 || Lr: 0.015654 || Task Loss: 0.3125 || KD Loss: 0.3957|| Cost Time: 2:32:17 || Estimated Time: 8:03:33
2023-04-13 11:46:40,747 semantic_segmentation INFO: Iters: 9590/40000 || Lr: 0.015650 || Task Loss: 0.2630 || KD Loss: 0.3407|| Cost Time: 2:32:26 || Estimated Time: 8:03:22
2023-04-13 11:46:49,734 semantic_segmentation INFO: Iters: 9600/40000 || Lr: 0.015645 || Task Loss: 0.2561 || KD Loss: 0.2798|| Cost Time: 2:32:35 || Estimated Time: 8:03:10
2023-04-13 11:46:50,017 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:46:52,172 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.399
2023-04-13 11:46:52,324 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.494
2023-04-13 11:46:52,516 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.498
2023-04-13 11:46:52,999 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.526
2023-04-13 11:46:53,093 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.520
2023-04-13 11:46:53,190 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.521
2023-04-13 11:46:53,284 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.514
2023-04-13 11:46:53,369 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.550
2023-04-13 11:46:53,441 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.950, mIoU: 0.570
2023-04-13 11:46:53,515 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.623
2023-04-13 11:46:53,590 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.624
2023-04-13 11:46:53,663 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.630
2023-04-13 11:46:53,739 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.944, mIoU: 0.640
2023-04-13 11:46:53,816 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.641
2023-04-13 11:46:53,894 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.644
2023-04-13 11:46:53,969 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.634
2023-04-13 11:46:54,046 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.638
2023-04-13 11:46:54,121 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.642
2023-04-13 11:46:54,194 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.649
2023-04-13 11:46:54,266 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.658
2023-04-13 11:46:54,342 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.660
2023-04-13 11:46:54,420 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-13 11:46:54,499 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.657
2023-04-13 11:46:54,574 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 11:46:54,653 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 11:46:54,728 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 11:46:54,803 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 11:46:54,895 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-13 11:46:54,976 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 11:46:55,051 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 11:46:55,126 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 11:46:55,208 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 11:46:55,278 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 11:46:55,351 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 11:46:55,425 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 11:46:55,497 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 11:46:55,569 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-13 11:46:55,644 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-13 11:46:55,719 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 11:46:55,795 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 11:46:55,876 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-13 11:46:55,954 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 11:46:56,031 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 11:46:56,107 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 11:46:56,180 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 11:46:56,257 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 11:46:56,338 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 11:46:56,417 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 11:46:56,491 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 11:46:56,583 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-13 11:46:56,673 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 11:46:56,742 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 11:46:56,817 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 11:46:56,898 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:46:56,978 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:46:57,055 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 11:46:57,136 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 11:46:57,213 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 11:46:57,291 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:46:57,365 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 11:46:57,446 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:46:57,525 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 11:46:57,602 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 11:46:57,678 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:46:57,760 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 11:46:57,844 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 11:46:57,919 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 11:46:57,994 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:46:58,070 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 11:46:58,144 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 11:46:58,220 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 11:46:58,296 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 11:46:58,372 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 11:46:58,445 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 11:46:58,520 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 11:46:58,596 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 11:46:58,668 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 11:46:58,742 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 11:46:58,817 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 11:46:58,893 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 11:46:58,969 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:46:59,042 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:46:59,116 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:46:59,187 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 11:46:59,265 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 11:46:59,341 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 11:46:59,419 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 11:46:59,495 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 11:46:59,573 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 11:46:59,647 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 11:46:59,720 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 11:46:59,790 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.684
2023-04-13 11:46:59,861 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.683
2023-04-13 11:46:59,933 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 11:47:00,005 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 11:47:00,075 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 11:47:00,152 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 11:47:00,224 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 11:47:00,298 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 11:47:00,382 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 11:47:00,464 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.683
2023-04-13 11:47:00,543 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 11:47:00,616 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 11:47:00,691 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 11:47:00,765 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 11:47:00,839 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 11:47:00,913 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 11:47:00,991 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 11:47:01,069 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 11:47:01,147 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 11:47:01,219 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 11:47:01,295 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 11:47:01,373 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 11:47:01,451 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 11:47:01,525 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 11:47:01,603 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 11:47:01,678 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 11:47:01,755 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 11:47:01,835 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.683
2023-04-13 11:47:01,912 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 11:47:01,986 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 11:47:02,058 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 11:47:02,131 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 11:47:02,218 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 11:47:02,287 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 11:47:02,361 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.687
2023-04-13 11:47:02,440 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-13 11:47:02,522 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:47:02,598 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:47:02,674 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:47:02,750 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 11:47:02,825 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 11:47:02,902 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:02,981 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:03,056 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:03,135 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 11:47:03,213 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:03,284 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 11:47:03,358 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 11:47:03,432 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:03,505 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:03,579 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:03,661 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:03,737 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 11:47:03,813 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 11:47:03,889 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:03,967 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:04,041 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:04,114 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:04,185 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 11:47:04,258 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 11:47:04,334 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 11:47:04,411 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 11:47:04,490 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 11:47:04,567 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 11:47:04,652 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 11:47:04,726 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 11:47:04,798 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 11:47:04,873 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 11:47:04,947 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 11:47:05,023 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 11:47:05,101 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 11:47:05,179 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 11:47:05,256 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:47:05,335 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:47:05,409 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 11:47:05,486 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:47:05,566 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:47:05,641 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:47:05,716 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 11:47:05,796 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:05,873 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:05,946 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,021 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,091 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,161 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,234 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,312 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,392 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,476 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,553 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:47:06,630 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:47:06,706 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,778 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:06,855 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 11:47:06,937 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 11:47:07,013 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 11:47:07,089 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 11:47:07,163 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 11:47:07,236 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 11:47:07,309 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:47:07,383 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 11:47:07,453 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:47:07,523 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:47:07,591 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:47:07,668 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:47:07,740 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:47:07,816 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:47:07,892 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:47:07,970 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 11:47:08,052 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:47:08,132 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:47:08,209 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:47:08,287 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 11:47:08,359 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 11:47:08,434 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 11:47:08,509 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 11:47:08,586 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 11:47:08,664 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 11:47:08,740 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 11:47:08,813 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 11:47:08,889 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 11:47:08,963 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 11:47:09,035 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 11:47:09,111 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 11:47:09,187 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 11:47:09,261 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 11:47:09,337 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 11:47:09,411 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 11:47:09,483 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 11:47:09,554 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 11:47:09,623 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 11:47:09,692 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 11:47:09,760 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 11:47:09,826 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 11:47:09,894 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 11:47:09,960 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 11:47:10,026 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 11:47:10,092 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 11:47:10,156 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 11:47:10,220 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,282 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,347 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,412 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,478 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,548 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,621 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,695 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,770 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 11:47:10,841 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,912 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:10,984 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:11,051 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 11:47:11,120 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 11:47:11,188 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 11:47:11,254 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 11:47:11,320 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 11:47:11,383 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 11:47:11,449 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 11:47:11,516 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 11:47:11,827 semantic_segmentation INFO: Overall validation pixAcc: 94.555, mIoU: 69.057
2023-04-13 11:47:20,790 semantic_segmentation INFO: Iters: 9610/40000 || Lr: 0.015641 || Task Loss: 0.3102 || KD Loss: 0.3280|| Cost Time: 2:33:06 || Estimated Time: 8:04:09
2023-04-13 11:47:29,767 semantic_segmentation INFO: Iters: 9620/40000 || Lr: 0.015636 || Task Loss: 0.2178 || KD Loss: 0.3358|| Cost Time: 2:33:15 || Estimated Time: 8:03:57
2023-04-13 11:47:38,746 semantic_segmentation INFO: Iters: 9630/40000 || Lr: 0.015631 || Task Loss: 0.3123 || KD Loss: 0.3530|| Cost Time: 2:33:24 || Estimated Time: 8:03:46
2023-04-13 11:47:47,730 semantic_segmentation INFO: Iters: 9640/40000 || Lr: 0.015627 || Task Loss: 0.2746 || KD Loss: 0.3943|| Cost Time: 2:33:33 || Estimated Time: 8:03:35
2023-04-13 11:47:56,719 semantic_segmentation INFO: Iters: 9650/40000 || Lr: 0.015622 || Task Loss: 0.3970 || KD Loss: 0.3672|| Cost Time: 2:33:42 || Estimated Time: 8:03:23
2023-04-13 11:48:05,678 semantic_segmentation INFO: Iters: 9660/40000 || Lr: 0.015618 || Task Loss: 0.3810 || KD Loss: 0.3746|| Cost Time: 2:33:51 || Estimated Time: 8:03:12
2023-04-13 11:48:14,668 semantic_segmentation INFO: Iters: 9670/40000 || Lr: 0.015613 || Task Loss: 0.2036 || KD Loss: 0.3463|| Cost Time: 2:34:00 || Estimated Time: 8:03:01
2023-04-13 11:48:23,643 semantic_segmentation INFO: Iters: 9680/40000 || Lr: 0.015608 || Task Loss: 0.4709 || KD Loss: 0.5144|| Cost Time: 2:34:09 || Estimated Time: 8:02:49
2023-04-13 11:48:32,557 semantic_segmentation INFO: Iters: 9690/40000 || Lr: 0.015604 || Task Loss: 0.1894 || KD Loss: 0.3167|| Cost Time: 2:34:18 || Estimated Time: 8:02:38
2023-04-13 11:48:41,546 semantic_segmentation INFO: Iters: 9700/40000 || Lr: 0.015599 || Task Loss: 0.2633 || KD Loss: 0.4210|| Cost Time: 2:34:27 || Estimated Time: 8:02:26
2023-04-13 11:48:50,438 semantic_segmentation INFO: Iters: 9710/40000 || Lr: 0.015595 || Task Loss: 0.3259 || KD Loss: 0.4016|| Cost Time: 2:34:35 || Estimated Time: 8:02:15
2023-04-13 11:48:59,423 semantic_segmentation INFO: Iters: 9720/40000 || Lr: 0.015590 || Task Loss: 0.3600 || KD Loss: 0.3348|| Cost Time: 2:34:44 || Estimated Time: 8:02:03
2023-04-13 11:49:08,381 semantic_segmentation INFO: Iters: 9730/40000 || Lr: 0.015585 || Task Loss: 0.3029 || KD Loss: 0.4215|| Cost Time: 2:34:53 || Estimated Time: 8:01:52
2023-04-13 11:49:17,474 semantic_segmentation INFO: Iters: 9740/40000 || Lr: 0.015581 || Task Loss: 0.2350 || KD Loss: 0.4260|| Cost Time: 2:35:03 || Estimated Time: 8:01:41
2023-04-13 11:49:26,538 semantic_segmentation INFO: Iters: 9750/40000 || Lr: 0.015576 || Task Loss: 0.2926 || KD Loss: 0.3194|| Cost Time: 2:35:12 || Estimated Time: 8:01:30
2023-04-13 11:49:35,577 semantic_segmentation INFO: Iters: 9760/40000 || Lr: 0.015572 || Task Loss: 0.2244 || KD Loss: 0.2941|| Cost Time: 2:35:21 || Estimated Time: 8:01:19
2023-04-13 11:49:44,497 semantic_segmentation INFO: Iters: 9770/40000 || Lr: 0.015567 || Task Loss: 0.3451 || KD Loss: 0.3855|| Cost Time: 2:35:30 || Estimated Time: 8:01:07
2023-04-13 11:49:53,565 semantic_segmentation INFO: Iters: 9780/40000 || Lr: 0.015562 || Task Loss: 0.2772 || KD Loss: 0.4282|| Cost Time: 2:35:39 || Estimated Time: 8:00:56
2023-04-13 11:50:02,621 semantic_segmentation INFO: Iters: 9790/40000 || Lr: 0.015558 || Task Loss: 0.2999 || KD Loss: 0.3109|| Cost Time: 2:35:48 || Estimated Time: 8:00:45
2023-04-13 11:50:11,555 semantic_segmentation INFO: Iters: 9800/40000 || Lr: 0.015553 || Task Loss: 0.2714 || KD Loss: 0.3320|| Cost Time: 2:35:57 || Estimated Time: 8:00:34
2023-04-13 11:50:20,490 semantic_segmentation INFO: Iters: 9810/40000 || Lr: 0.015549 || Task Loss: 0.2918 || KD Loss: 0.3448|| Cost Time: 2:36:06 || Estimated Time: 8:00:22
2023-04-13 11:50:29,580 semantic_segmentation INFO: Iters: 9820/40000 || Lr: 0.015544 || Task Loss: 0.5329 || KD Loss: 0.5286|| Cost Time: 2:36:15 || Estimated Time: 8:00:11
2023-04-13 11:50:38,515 semantic_segmentation INFO: Iters: 9830/40000 || Lr: 0.015539 || Task Loss: 0.4127 || KD Loss: 0.4165|| Cost Time: 2:36:24 || Estimated Time: 8:00:00
2023-04-13 11:50:47,510 semantic_segmentation INFO: Iters: 9840/40000 || Lr: 0.015535 || Task Loss: 0.3766 || KD Loss: 0.3985|| Cost Time: 2:36:33 || Estimated Time: 7:59:49
2023-04-13 11:50:56,560 semantic_segmentation INFO: Iters: 9850/40000 || Lr: 0.015530 || Task Loss: 0.4100 || KD Loss: 0.4348|| Cost Time: 2:36:42 || Estimated Time: 7:59:38
2023-04-13 11:51:05,570 semantic_segmentation INFO: Iters: 9860/40000 || Lr: 0.015526 || Task Loss: 0.5602 || KD Loss: 0.5247|| Cost Time: 2:36:51 || Estimated Time: 7:59:27
2023-04-13 11:51:14,648 semantic_segmentation INFO: Iters: 9870/40000 || Lr: 0.015521 || Task Loss: 0.2466 || KD Loss: 0.3641|| Cost Time: 2:37:00 || Estimated Time: 7:59:16
2023-04-13 11:51:23,616 semantic_segmentation INFO: Iters: 9880/40000 || Lr: 0.015516 || Task Loss: 0.3924 || KD Loss: 0.4276|| Cost Time: 2:37:09 || Estimated Time: 7:59:04
2023-04-13 11:51:32,621 semantic_segmentation INFO: Iters: 9890/40000 || Lr: 0.015512 || Task Loss: 0.5581 || KD Loss: 0.3676|| Cost Time: 2:37:18 || Estimated Time: 7:58:53
2023-04-13 11:51:41,667 semantic_segmentation INFO: Iters: 9900/40000 || Lr: 0.015507 || Task Loss: 0.3811 || KD Loss: 0.4108|| Cost Time: 2:37:27 || Estimated Time: 7:58:42
2023-04-13 11:51:50,696 semantic_segmentation INFO: Iters: 9910/40000 || Lr: 0.015503 || Task Loss: 0.2695 || KD Loss: 0.3618|| Cost Time: 2:37:36 || Estimated Time: 7:58:31
2023-04-13 11:51:59,620 semantic_segmentation INFO: Iters: 9920/40000 || Lr: 0.015498 || Task Loss: 0.2470 || KD Loss: 0.2868|| Cost Time: 2:37:45 || Estimated Time: 7:58:19
2023-04-13 11:52:08,696 semantic_segmentation INFO: Iters: 9930/40000 || Lr: 0.015493 || Task Loss: 0.3776 || KD Loss: 0.4529|| Cost Time: 2:37:54 || Estimated Time: 7:58:09
2023-04-13 11:52:17,740 semantic_segmentation INFO: Iters: 9940/40000 || Lr: 0.015489 || Task Loss: 0.4252 || KD Loss: 0.4754|| Cost Time: 2:38:03 || Estimated Time: 7:57:57
2023-04-13 11:52:26,748 semantic_segmentation INFO: Iters: 9950/40000 || Lr: 0.015484 || Task Loss: 0.2164 || KD Loss: 0.3022|| Cost Time: 2:38:12 || Estimated Time: 7:57:46
2023-04-13 11:52:35,733 semantic_segmentation INFO: Iters: 9960/40000 || Lr: 0.015479 || Task Loss: 0.2349 || KD Loss: 0.4431|| Cost Time: 2:38:21 || Estimated Time: 7:57:35
2023-04-13 11:52:44,791 semantic_segmentation INFO: Iters: 9970/40000 || Lr: 0.015475 || Task Loss: 0.2932 || KD Loss: 0.3587|| Cost Time: 2:38:30 || Estimated Time: 7:57:24
2023-04-13 11:52:53,798 semantic_segmentation INFO: Iters: 9980/40000 || Lr: 0.015470 || Task Loss: 0.2428 || KD Loss: 0.2706|| Cost Time: 2:38:39 || Estimated Time: 7:57:13
2023-04-13 11:53:02,869 semantic_segmentation INFO: Iters: 9990/40000 || Lr: 0.015466 || Task Loss: 0.3479 || KD Loss: 0.3264|| Cost Time: 2:38:48 || Estimated Time: 7:57:02
2023-04-13 11:53:11,908 semantic_segmentation INFO: Iters: 10000/40000 || Lr: 0.015461 || Task Loss: 0.2346 || KD Loss: 0.3710|| Cost Time: 2:38:57 || Estimated Time: 7:56:51
2023-04-13 11:53:12,192 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:53:14,340 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.372
2023-04-13 11:53:14,636 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.457
2023-04-13 11:53:14,787 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.475
2023-04-13 11:53:14,908 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.509
2023-04-13 11:53:15,013 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.502
2023-04-13 11:53:15,178 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.508
2023-04-13 11:53:15,264 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.500
2023-04-13 11:53:15,339 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.541
2023-04-13 11:53:15,418 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.588
2023-04-13 11:53:15,498 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.643
2023-04-13 11:53:15,579 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.647
2023-04-13 11:53:15,659 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.673
2023-04-13 11:53:15,731 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.681
2023-04-13 11:53:15,804 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.667
2023-04-13 11:53:15,875 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.636
2023-04-13 11:53:15,950 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.629
2023-04-13 11:53:16,026 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.634
2023-04-13 11:53:16,101 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.634
2023-04-13 11:53:16,177 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.644
2023-04-13 11:53:16,253 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.651
2023-04-13 11:53:16,326 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.654
2023-04-13 11:53:16,402 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.651
2023-04-13 11:53:16,477 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.650
2023-04-13 11:53:16,551 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.657
2023-04-13 11:53:16,623 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 11:53:16,695 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 11:53:16,767 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-13 11:53:16,842 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 11:53:16,916 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 11:53:16,993 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 11:53:17,066 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 11:53:17,153 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 11:53:17,247 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.671
2023-04-13 11:53:17,322 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 11:53:17,404 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 11:53:17,492 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 11:53:17,572 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 11:53:17,650 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 11:53:17,728 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 11:53:17,799 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 11:53:17,873 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 11:53:17,952 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 11:53:18,024 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.669
2023-04-13 11:53:18,097 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.670
2023-04-13 11:53:18,170 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-13 11:53:18,243 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 11:53:18,316 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 11:53:18,397 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-13 11:53:18,471 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.667
2023-04-13 11:53:18,551 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 11:53:18,632 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-13 11:53:18,712 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 11:53:18,787 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 11:53:18,865 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-13 11:53:18,937 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 11:53:19,011 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 11:53:19,082 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 11:53:19,157 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 11:53:19,231 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 11:53:19,308 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 11:53:19,382 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 11:53:19,462 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 11:53:19,543 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 11:53:19,620 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 11:53:19,703 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 11:53:19,782 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 11:53:19,856 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.678
2023-04-13 11:53:19,933 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 11:53:20,006 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 11:53:20,082 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.678
2023-04-13 11:53:20,164 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.678
2023-04-13 11:53:20,247 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 11:53:20,332 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.667
2023-04-13 11:53:20,408 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.667
2023-04-13 11:53:20,481 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-13 11:53:20,556 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 11:53:20,631 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 11:53:20,718 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 11:53:20,789 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.667
2023-04-13 11:53:20,858 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 11:53:20,940 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 11:53:21,022 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 11:53:21,102 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 11:53:21,174 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 11:53:21,248 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-13 11:53:21,325 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-13 11:53:21,398 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-13 11:53:21,471 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-13 11:53:21,546 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.662
2023-04-13 11:53:21,629 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.662
2023-04-13 11:53:21,712 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.663
2023-04-13 11:53:21,785 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 11:53:21,859 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 11:53:21,937 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 11:53:22,014 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.668
2023-04-13 11:53:22,085 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.668
2023-04-13 11:53:22,161 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.669
2023-04-13 11:53:22,240 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.669
2023-04-13 11:53:22,317 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.669
2023-04-13 11:53:22,391 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 11:53:22,465 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.668
2023-04-13 11:53:22,539 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-13 11:53:22,610 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.666
2023-04-13 11:53:22,681 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:22,754 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:22,831 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:22,908 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.667
2023-04-13 11:53:22,982 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.667
2023-04-13 11:53:23,056 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.667
2023-04-13 11:53:23,131 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-13 11:53:23,210 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:23,283 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-13 11:53:23,355 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-13 11:53:23,427 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-13 11:53:23,504 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-13 11:53:23,577 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-13 11:53:23,655 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.667
2023-04-13 11:53:23,731 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.668
2023-04-13 11:53:23,805 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-13 11:53:23,879 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 11:53:23,953 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 11:53:24,027 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-13 11:53:24,098 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 11:53:24,177 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 11:53:24,251 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 11:53:24,323 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-13 11:53:24,399 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 11:53:24,479 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 11:53:24,559 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-13 11:53:24,642 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 11:53:24,715 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 11:53:24,792 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-13 11:53:24,866 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-13 11:53:24,942 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 11:53:25,017 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 11:53:25,097 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-13 11:53:25,176 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-13 11:53:25,258 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 11:53:25,327 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-13 11:53:25,400 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 11:53:25,475 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-13 11:53:25,545 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 11:53:25,618 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 11:53:25,689 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 11:53:25,759 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 11:53:25,838 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:25,917 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:25,993 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:26,069 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:26,146 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-13 11:53:26,218 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:26,288 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.930, mIoU: 0.667
2023-04-13 11:53:26,358 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:26,426 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:26,499 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:26,570 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.930, mIoU: 0.667
2023-04-13 11:53:26,649 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.930, mIoU: 0.667
2023-04-13 11:53:26,722 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:26,799 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:26,872 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 11:53:26,951 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-13 11:53:27,028 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 11:53:27,102 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 11:53:27,174 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-13 11:53:27,244 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-13 11:53:27,315 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:27,387 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:27,462 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:27,533 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-13 11:53:27,604 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-13 11:53:27,678 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 11:53:27,758 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-13 11:53:27,838 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 11:53:27,914 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 11:53:27,990 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 11:53:28,067 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:28,141 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:28,211 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:28,286 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:28,361 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:28,436 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:28,512 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:28,589 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 11:53:28,663 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 11:53:28,742 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 11:53:28,818 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-13 11:53:28,891 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-13 11:53:28,962 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-13 11:53:29,033 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 11:53:29,111 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 11:53:29,193 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 11:53:29,270 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 11:53:29,347 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-13 11:53:29,422 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-13 11:53:29,494 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.931, mIoU: 0.662
2023-04-13 11:53:29,563 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 11:53:29,636 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 11:53:29,710 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 11:53:29,779 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 11:53:29,850 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 11:53:29,921 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-13 11:53:29,996 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-13 11:53:30,071 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-13 11:53:30,149 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-13 11:53:30,225 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-13 11:53:30,301 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-13 11:53:30,375 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-13 11:53:30,448 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.931, mIoU: 0.662
2023-04-13 11:53:30,523 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:30,600 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:30,673 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:30,747 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:30,826 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:30,901 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:30,980 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:31,057 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:31,136 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:31,212 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:31,281 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:31,353 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:31,427 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:31,502 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:31,575 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 11:53:31,649 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 11:53:31,720 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 11:53:31,792 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 11:53:31,862 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 11:53:31,931 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 11:53:31,997 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-13 11:53:32,063 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:32,127 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,189 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,254 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,319 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,388 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,463 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,535 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,606 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,676 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,746 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 11:53:32,815 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:32,883 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:32,948 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:33,014 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 11:53:33,081 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.932, mIoU: 0.663
2023-04-13 11:53:33,146 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-13 11:53:33,212 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.932, mIoU: 0.663
2023-04-13 11:53:33,279 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-13 11:53:33,350 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-13 11:53:33,420 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-13 11:53:34,174 semantic_segmentation INFO: Overall validation pixAcc: 93.937, mIoU: 67.239
2023-04-13 11:53:43,235 semantic_segmentation INFO: Iters: 10010/40000 || Lr: 0.015456 || Task Loss: 0.3399 || KD Loss: 0.3778|| Cost Time: 2:39:28 || Estimated Time: 7:57:47
2023-04-13 11:53:52,113 semantic_segmentation INFO: Iters: 10020/40000 || Lr: 0.015452 || Task Loss: 0.2273 || KD Loss: 0.3909|| Cost Time: 2:39:37 || Estimated Time: 7:57:35
2023-04-13 11:54:00,957 semantic_segmentation INFO: Iters: 10030/40000 || Lr: 0.015447 || Task Loss: 0.3129 || KD Loss: 0.3489|| Cost Time: 2:39:46 || Estimated Time: 7:57:24
2023-04-13 11:54:09,880 semantic_segmentation INFO: Iters: 10040/40000 || Lr: 0.015443 || Task Loss: 0.2663 || KD Loss: 0.3895|| Cost Time: 2:39:55 || Estimated Time: 7:57:12
2023-04-13 11:54:18,862 semantic_segmentation INFO: Iters: 10050/40000 || Lr: 0.015438 || Task Loss: 0.2592 || KD Loss: 0.3171|| Cost Time: 2:40:04 || Estimated Time: 7:57:01
2023-04-13 11:54:27,853 semantic_segmentation INFO: Iters: 10060/40000 || Lr: 0.015433 || Task Loss: 0.3548 || KD Loss: 0.3355|| Cost Time: 2:40:13 || Estimated Time: 7:56:50
2023-04-13 11:54:36,822 semantic_segmentation INFO: Iters: 10070/40000 || Lr: 0.015429 || Task Loss: 0.2801 || KD Loss: 0.3271|| Cost Time: 2:40:22 || Estimated Time: 7:56:38
2023-04-13 11:54:45,821 semantic_segmentation INFO: Iters: 10080/40000 || Lr: 0.015424 || Task Loss: 0.3377 || KD Loss: 0.3281|| Cost Time: 2:40:31 || Estimated Time: 7:56:27
2023-04-13 11:54:54,706 semantic_segmentation INFO: Iters: 10090/40000 || Lr: 0.015420 || Task Loss: 0.2824 || KD Loss: 0.3727|| Cost Time: 2:40:40 || Estimated Time: 7:56:15
2023-04-13 11:55:03,779 semantic_segmentation INFO: Iters: 10100/40000 || Lr: 0.015415 || Task Loss: 0.2847 || KD Loss: 0.3400|| Cost Time: 2:40:49 || Estimated Time: 7:56:04
2023-04-13 11:55:12,774 semantic_segmentation INFO: Iters: 10110/40000 || Lr: 0.015410 || Task Loss: 0.3070 || KD Loss: 0.3281|| Cost Time: 2:40:58 || Estimated Time: 7:55:53
2023-04-13 11:55:21,760 semantic_segmentation INFO: Iters: 10120/40000 || Lr: 0.015406 || Task Loss: 0.2280 || KD Loss: 0.2689|| Cost Time: 2:41:07 || Estimated Time: 7:55:42
2023-04-13 11:55:30,594 semantic_segmentation INFO: Iters: 10130/40000 || Lr: 0.015401 || Task Loss: 0.2542 || KD Loss: 0.3005|| Cost Time: 2:41:16 || Estimated Time: 7:55:30
2023-04-13 11:55:39,566 semantic_segmentation INFO: Iters: 10140/40000 || Lr: 0.015397 || Task Loss: 0.3843 || KD Loss: 0.4364|| Cost Time: 2:41:25 || Estimated Time: 7:55:19
2023-04-13 11:55:48,575 semantic_segmentation INFO: Iters: 10150/40000 || Lr: 0.015392 || Task Loss: 0.2804 || KD Loss: 0.3078|| Cost Time: 2:41:34 || Estimated Time: 7:55:08
2023-04-13 11:55:57,546 semantic_segmentation INFO: Iters: 10160/40000 || Lr: 0.015387 || Task Loss: 0.3752 || KD Loss: 0.3455|| Cost Time: 2:41:43 || Estimated Time: 7:54:57
2023-04-13 11:56:06,742 semantic_segmentation INFO: Iters: 10170/40000 || Lr: 0.015383 || Task Loss: 0.2383 || KD Loss: 0.2969|| Cost Time: 2:41:52 || Estimated Time: 7:54:46
2023-04-13 11:56:15,673 semantic_segmentation INFO: Iters: 10180/40000 || Lr: 0.015378 || Task Loss: 0.3378 || KD Loss: 0.3968|| Cost Time: 2:42:01 || Estimated Time: 7:54:35
2023-04-13 11:56:24,787 semantic_segmentation INFO: Iters: 10190/40000 || Lr: 0.015373 || Task Loss: 0.2119 || KD Loss: 0.2891|| Cost Time: 2:42:10 || Estimated Time: 7:54:24
2023-04-13 11:56:33,705 semantic_segmentation INFO: Iters: 10200/40000 || Lr: 0.015369 || Task Loss: 0.2022 || KD Loss: 0.2869|| Cost Time: 2:42:19 || Estimated Time: 7:54:13
2023-04-13 11:56:42,764 semantic_segmentation INFO: Iters: 10210/40000 || Lr: 0.015364 || Task Loss: 0.1921 || KD Loss: 0.2897|| Cost Time: 2:42:28 || Estimated Time: 7:54:02
2023-04-13 11:56:51,770 semantic_segmentation INFO: Iters: 10220/40000 || Lr: 0.015360 || Task Loss: 0.2268 || KD Loss: 0.3504|| Cost Time: 2:42:37 || Estimated Time: 7:53:50
2023-04-13 11:57:00,756 semantic_segmentation INFO: Iters: 10230/40000 || Lr: 0.015355 || Task Loss: 0.3064 || KD Loss: 0.4028|| Cost Time: 2:42:46 || Estimated Time: 7:53:39
2023-04-13 11:57:09,787 semantic_segmentation INFO: Iters: 10240/40000 || Lr: 0.015350 || Task Loss: 0.2727 || KD Loss: 0.4307|| Cost Time: 2:42:55 || Estimated Time: 7:53:28
2023-04-13 11:57:18,889 semantic_segmentation INFO: Iters: 10250/40000 || Lr: 0.015346 || Task Loss: 0.2313 || KD Loss: 0.2796|| Cost Time: 2:43:04 || Estimated Time: 7:53:17
2023-04-13 11:57:27,927 semantic_segmentation INFO: Iters: 10260/40000 || Lr: 0.015341 || Task Loss: 0.2628 || KD Loss: 0.3340|| Cost Time: 2:43:13 || Estimated Time: 7:53:06
2023-04-13 11:57:36,976 semantic_segmentation INFO: Iters: 10270/40000 || Lr: 0.015337 || Task Loss: 0.3461 || KD Loss: 0.3518|| Cost Time: 2:43:22 || Estimated Time: 7:52:55
2023-04-13 11:57:45,974 semantic_segmentation INFO: Iters: 10280/40000 || Lr: 0.015332 || Task Loss: 0.2862 || KD Loss: 0.4100|| Cost Time: 2:43:31 || Estimated Time: 7:52:44
2023-04-13 11:57:54,973 semantic_segmentation INFO: Iters: 10290/40000 || Lr: 0.015327 || Task Loss: 0.1965 || KD Loss: 0.3059|| Cost Time: 2:43:40 || Estimated Time: 7:52:33
2023-04-13 11:58:03,981 semantic_segmentation INFO: Iters: 10300/40000 || Lr: 0.015323 || Task Loss: 0.3286 || KD Loss: 0.2746|| Cost Time: 2:43:49 || Estimated Time: 7:52:22
2023-04-13 11:58:13,064 semantic_segmentation INFO: Iters: 10310/40000 || Lr: 0.015318 || Task Loss: 0.1968 || KD Loss: 0.3939|| Cost Time: 2:43:58 || Estimated Time: 7:52:11
2023-04-13 11:58:22,070 semantic_segmentation INFO: Iters: 10320/40000 || Lr: 0.015314 || Task Loss: 0.2606 || KD Loss: 0.3577|| Cost Time: 2:44:07 || Estimated Time: 7:52:00
2023-04-13 11:58:30,987 semantic_segmentation INFO: Iters: 10330/40000 || Lr: 0.015309 || Task Loss: 0.3229 || KD Loss: 0.3842|| Cost Time: 2:44:16 || Estimated Time: 7:51:49
2023-04-13 11:58:40,063 semantic_segmentation INFO: Iters: 10340/40000 || Lr: 0.015304 || Task Loss: 0.2624 || KD Loss: 0.3357|| Cost Time: 2:44:25 || Estimated Time: 7:51:38
2023-04-13 11:58:49,072 semantic_segmentation INFO: Iters: 10350/40000 || Lr: 0.015300 || Task Loss: 0.1631 || KD Loss: 0.4154|| Cost Time: 2:44:34 || Estimated Time: 7:51:27
2023-04-13 11:58:58,118 semantic_segmentation INFO: Iters: 10360/40000 || Lr: 0.015295 || Task Loss: 0.2549 || KD Loss: 0.3144|| Cost Time: 2:44:43 || Estimated Time: 7:51:16
2023-04-13 11:59:07,136 semantic_segmentation INFO: Iters: 10370/40000 || Lr: 0.015290 || Task Loss: 0.2382 || KD Loss: 0.3665|| Cost Time: 2:44:52 || Estimated Time: 7:51:05
2023-04-13 11:59:16,073 semantic_segmentation INFO: Iters: 10380/40000 || Lr: 0.015286 || Task Loss: 0.2302 || KD Loss: 0.3009|| Cost Time: 2:45:01 || Estimated Time: 7:50:54
2023-04-13 11:59:25,081 semantic_segmentation INFO: Iters: 10390/40000 || Lr: 0.015281 || Task Loss: 0.2361 || KD Loss: 0.3029|| Cost Time: 2:45:10 || Estimated Time: 7:50:43
2023-04-13 11:59:34,051 semantic_segmentation INFO: Iters: 10400/40000 || Lr: 0.015277 || Task Loss: 0.2388 || KD Loss: 0.3454|| Cost Time: 2:45:19 || Estimated Time: 7:50:31
2023-04-13 11:59:34,330 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 11:59:36,500 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.956, mIoU: 0.385
2023-04-13 11:59:37,073 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.490
2023-04-13 11:59:37,172 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.502
2023-04-13 11:59:37,267 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.523
2023-04-13 11:59:37,362 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.516
2023-04-13 11:59:37,452 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.519
2023-04-13 11:59:37,535 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.516
2023-04-13 11:59:37,607 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.567
2023-04-13 11:59:37,687 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.614
2023-04-13 11:59:37,761 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.667
2023-04-13 11:59:37,838 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.669
2023-04-13 11:59:37,914 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.654
2023-04-13 11:59:37,992 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.646
2023-04-13 11:59:38,067 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.629
2023-04-13 11:59:38,140 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.943, mIoU: 0.633
2023-04-13 11:59:38,215 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.621
2023-04-13 11:59:38,284 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.626
2023-04-13 11:59:38,356 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.631
2023-04-13 11:59:38,427 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.641
2023-04-13 11:59:38,504 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-13 11:59:38,585 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-13 11:59:38,664 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.603
2023-04-13 11:59:38,745 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.603
2023-04-13 11:59:38,821 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-13 11:59:38,897 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-13 11:59:38,970 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 11:59:39,049 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-13 11:59:39,125 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-13 11:59:39,199 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 11:59:39,275 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-13 11:59:39,348 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-13 11:59:39,423 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 11:59:39,497 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-13 11:59:39,575 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-13 11:59:39,645 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-13 11:59:39,715 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-13 11:59:39,788 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-13 11:59:39,866 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-13 11:59:39,949 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-13 11:59:40,024 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 11:59:40,103 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.624
2023-04-13 11:59:40,179 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-13 11:59:40,256 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 11:59:40,345 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.627
2023-04-13 11:59:40,429 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 11:59:40,504 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-13 11:59:40,578 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.625
2023-04-13 11:59:40,653 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.625
2023-04-13 11:59:40,726 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.629
2023-04-13 11:59:40,798 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.632
2023-04-13 11:59:40,869 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.632
2023-04-13 11:59:40,939 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-13 11:59:41,011 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 11:59:41,081 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-13 11:59:41,154 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-13 11:59:41,231 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.636
2023-04-13 11:59:41,313 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.636
2023-04-13 11:59:41,392 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-13 11:59:41,484 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-13 11:59:41,563 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 11:59:41,637 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 11:59:41,710 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 11:59:41,782 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 11:59:41,854 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 11:59:41,932 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-13 11:59:42,013 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 11:59:42,088 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-13 11:59:42,163 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.644
2023-04-13 11:59:42,235 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-13 11:59:42,311 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.643
2023-04-13 11:59:42,388 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.643
2023-04-13 11:59:42,464 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-13 11:59:42,542 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 11:59:42,620 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 11:59:42,698 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 11:59:42,784 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.638
2023-04-13 11:59:42,856 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-13 11:59:42,931 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-13 11:59:43,002 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-13 11:59:43,078 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-13 11:59:43,154 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-13 11:59:43,228 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.927, mIoU: 0.642
2023-04-13 11:59:43,304 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-13 11:59:43,378 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.926, mIoU: 0.639
2023-04-13 11:59:43,452 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-13 11:59:43,529 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-13 11:59:43,602 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-13 11:59:43,680 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 11:59:43,752 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 11:59:43,823 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-13 11:59:43,901 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 11:59:43,974 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-13 11:59:44,049 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-13 11:59:44,128 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-13 11:59:44,204 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-13 11:59:44,273 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-13 11:59:44,347 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 11:59:44,421 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-13 11:59:44,492 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-13 11:59:44,567 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 11:59:44,639 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-13 11:59:44,714 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 11:59:44,794 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 11:59:44,878 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-13 11:59:44,954 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-13 11:59:45,029 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-13 11:59:45,105 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 11:59:45,180 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 11:59:45,250 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 11:59:45,324 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-13 11:59:45,401 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-13 11:59:45,478 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-13 11:59:45,552 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 11:59:45,625 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 11:59:45,699 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 11:59:45,772 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 11:59:45,849 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 11:59:45,922 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-13 11:59:45,990 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 11:59:46,060 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 11:59:46,132 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 11:59:46,208 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-13 11:59:46,280 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-13 11:59:46,356 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 11:59:46,434 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 11:59:46,514 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-13 11:59:46,590 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 11:59:46,666 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-13 11:59:46,738 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-13 11:59:46,813 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 11:59:46,887 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 11:59:46,958 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 11:59:47,034 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-13 11:59:47,112 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 11:59:47,189 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-13 11:59:47,265 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-13 11:59:47,342 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-13 11:59:47,414 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-13 11:59:47,488 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-13 11:59:47,562 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-13 11:59:47,632 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 11:59:47,709 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 11:59:47,787 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 11:59:47,869 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 11:59:47,944 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-13 11:59:48,023 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-13 11:59:48,102 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-13 11:59:48,176 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-13 11:59:48,251 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-13 11:59:48,330 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-13 11:59:48,404 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 11:59:48,482 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 11:59:48,557 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-13 11:59:48,633 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 11:59:48,706 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-13 11:59:48,782 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-13 11:59:48,855 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-13 11:59:48,930 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-13 11:59:49,006 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-13 11:59:49,085 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-13 11:59:49,165 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-13 11:59:49,240 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-13 11:59:49,315 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 11:59:49,393 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 11:59:49,468 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-13 11:59:49,540 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-13 11:59:49,611 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-13 11:59:49,686 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-13 11:59:49,760 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-13 11:59:49,834 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-13 11:59:49,911 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.925, mIoU: 0.625
2023-04-13 11:59:49,989 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-13 11:59:50,071 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-13 11:59:50,144 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-13 11:59:50,218 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-13 11:59:50,291 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 11:59:50,362 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-13 11:59:50,434 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 11:59:50,510 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 11:59:50,586 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 11:59:50,662 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 11:59:50,741 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-13 11:59:50,820 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 11:59:50,895 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 11:59:50,971 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 11:59:51,051 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 11:59:51,124 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 11:59:51,192 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 11:59:51,265 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 11:59:51,343 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-13 11:59:51,419 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-13 11:59:51,493 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-13 11:59:51,567 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 11:59:51,639 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 11:59:51,709 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 11:59:51,778 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 11:59:51,850 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 11:59:51,928 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 11:59:51,999 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 11:59:52,068 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 11:59:52,141 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 11:59:52,212 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-13 11:59:52,290 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:52,374 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:52,456 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:52,532 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:52,609 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:52,685 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-13 11:59:52,757 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-13 11:59:52,833 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-13 11:59:52,917 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-13 11:59:52,997 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:53,079 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:53,153 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 11:59:53,229 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 11:59:53,305 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 11:59:53,381 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 11:59:53,457 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 11:59:53,530 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 11:59:53,604 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 11:59:53,676 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 11:59:53,748 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-13 11:59:53,819 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-13 11:59:53,889 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-13 11:59:53,956 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.930, mIoU: 0.628
2023-04-13 11:59:54,022 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.930, mIoU: 0.628
2023-04-13 11:59:54,087 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.930, mIoU: 0.628
2023-04-13 11:59:54,152 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.930, mIoU: 0.628
2023-04-13 11:59:54,215 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 11:59:54,279 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 11:59:54,343 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-13 11:59:54,407 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:54,472 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:54,542 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-13 11:59:54,616 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-13 11:59:54,690 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-13 11:59:54,760 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-13 11:59:54,831 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-13 11:59:54,902 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-13 11:59:54,972 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 11:59:55,040 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-13 11:59:55,108 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-13 11:59:55,173 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-13 11:59:55,240 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 11:59:55,307 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-13 11:59:55,373 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-13 11:59:55,440 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 11:59:55,503 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 11:59:55,569 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 11:59:55,635 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-13 11:59:56,353 semantic_segmentation INFO: Overall validation pixAcc: 93.609, mIoU: 64.277
2023-04-13 12:00:05,297 semantic_segmentation INFO: Iters: 10410/40000 || Lr: 0.015272 || Task Loss: 0.4368 || KD Loss: 0.3633|| Cost Time: 2:45:50 || Estimated Time: 7:51:24
2023-04-13 12:00:14,226 semantic_segmentation INFO: Iters: 10420/40000 || Lr: 0.015267 || Task Loss: 0.2679 || KD Loss: 0.3481|| Cost Time: 2:45:59 || Estimated Time: 7:51:12
2023-04-13 12:00:23,190 semantic_segmentation INFO: Iters: 10430/40000 || Lr: 0.015263 || Task Loss: 0.2790 || KD Loss: 0.3785|| Cost Time: 2:46:08 || Estimated Time: 7:51:01
2023-04-13 12:00:32,075 semantic_segmentation INFO: Iters: 10440/40000 || Lr: 0.015258 || Task Loss: 0.2595 || KD Loss: 0.4458|| Cost Time: 2:46:17 || Estimated Time: 7:50:50
2023-04-13 12:00:41,103 semantic_segmentation INFO: Iters: 10450/40000 || Lr: 0.015254 || Task Loss: 0.2862 || KD Loss: 0.3802|| Cost Time: 2:46:26 || Estimated Time: 7:50:38
2023-04-13 12:00:50,103 semantic_segmentation INFO: Iters: 10460/40000 || Lr: 0.015249 || Task Loss: 0.2444 || KD Loss: 0.2944|| Cost Time: 2:46:35 || Estimated Time: 7:50:27
2023-04-13 12:00:59,127 semantic_segmentation INFO: Iters: 10470/40000 || Lr: 0.015244 || Task Loss: 0.3154 || KD Loss: 0.4527|| Cost Time: 2:46:44 || Estimated Time: 7:50:16
2023-04-13 12:01:08,111 semantic_segmentation INFO: Iters: 10480/40000 || Lr: 0.015240 || Task Loss: 0.2669 || KD Loss: 0.3509|| Cost Time: 2:46:53 || Estimated Time: 7:50:05
2023-04-13 12:01:17,151 semantic_segmentation INFO: Iters: 10490/40000 || Lr: 0.015235 || Task Loss: 0.2974 || KD Loss: 0.4180|| Cost Time: 2:47:02 || Estimated Time: 7:49:54
2023-04-13 12:01:26,210 semantic_segmentation INFO: Iters: 10500/40000 || Lr: 0.015230 || Task Loss: 0.3633 || KD Loss: 0.3791|| Cost Time: 2:47:11 || Estimated Time: 7:49:43
2023-04-13 12:01:35,141 semantic_segmentation INFO: Iters: 10510/40000 || Lr: 0.015226 || Task Loss: 0.2292 || KD Loss: 0.3335|| Cost Time: 2:47:20 || Estimated Time: 7:49:32
2023-04-13 12:01:44,124 semantic_segmentation INFO: Iters: 10520/40000 || Lr: 0.015221 || Task Loss: 0.2437 || KD Loss: 0.3271|| Cost Time: 2:47:29 || Estimated Time: 7:49:21
2023-04-13 12:01:53,121 semantic_segmentation INFO: Iters: 10530/40000 || Lr: 0.015217 || Task Loss: 0.2554 || KD Loss: 0.3034|| Cost Time: 2:47:38 || Estimated Time: 7:49:10
2023-04-13 12:02:02,080 semantic_segmentation INFO: Iters: 10540/40000 || Lr: 0.015212 || Task Loss: 0.2858 || KD Loss: 0.3438|| Cost Time: 2:47:47 || Estimated Time: 7:48:58
2023-04-13 12:02:11,104 semantic_segmentation INFO: Iters: 10550/40000 || Lr: 0.015207 || Task Loss: 0.3427 || KD Loss: 0.3751|| Cost Time: 2:47:56 || Estimated Time: 7:48:47
2023-04-13 12:02:20,142 semantic_segmentation INFO: Iters: 10560/40000 || Lr: 0.015203 || Task Loss: 0.2403 || KD Loss: 0.4327|| Cost Time: 2:48:05 || Estimated Time: 7:48:36
2023-04-13 12:02:29,079 semantic_segmentation INFO: Iters: 10570/40000 || Lr: 0.015198 || Task Loss: 0.2166 || KD Loss: 0.3506|| Cost Time: 2:48:14 || Estimated Time: 7:48:25
2023-04-13 12:02:38,095 semantic_segmentation INFO: Iters: 10580/40000 || Lr: 0.015194 || Task Loss: 0.3238 || KD Loss: 0.3999|| Cost Time: 2:48:23 || Estimated Time: 7:48:14
2023-04-13 12:02:47,156 semantic_segmentation INFO: Iters: 10590/40000 || Lr: 0.015189 || Task Loss: 0.2908 || KD Loss: 0.3739|| Cost Time: 2:48:32 || Estimated Time: 7:48:03
2023-04-13 12:02:56,162 semantic_segmentation INFO: Iters: 10600/40000 || Lr: 0.015184 || Task Loss: 0.3657 || KD Loss: 0.3934|| Cost Time: 2:48:41 || Estimated Time: 7:47:52
2023-04-13 12:03:05,193 semantic_segmentation INFO: Iters: 10610/40000 || Lr: 0.015180 || Task Loss: 0.3061 || KD Loss: 0.3710|| Cost Time: 2:48:50 || Estimated Time: 7:47:41
2023-04-13 12:03:14,206 semantic_segmentation INFO: Iters: 10620/40000 || Lr: 0.015175 || Task Loss: 0.2338 || KD Loss: 0.3138|| Cost Time: 2:48:59 || Estimated Time: 7:47:30
2023-04-13 12:03:23,213 semantic_segmentation INFO: Iters: 10630/40000 || Lr: 0.015170 || Task Loss: 0.3132 || KD Loss: 0.3195|| Cost Time: 2:49:08 || Estimated Time: 7:47:19
2023-04-13 12:03:32,220 semantic_segmentation INFO: Iters: 10640/40000 || Lr: 0.015166 || Task Loss: 0.3788 || KD Loss: 0.3615|| Cost Time: 2:49:17 || Estimated Time: 7:47:08
2023-04-13 12:03:41,179 semantic_segmentation INFO: Iters: 10650/40000 || Lr: 0.015161 || Task Loss: 0.3571 || KD Loss: 0.3564|| Cost Time: 2:49:26 || Estimated Time: 7:46:57
2023-04-13 12:03:50,159 semantic_segmentation INFO: Iters: 10660/40000 || Lr: 0.015157 || Task Loss: 0.2607 || KD Loss: 0.3950|| Cost Time: 2:49:35 || Estimated Time: 7:46:46
2023-04-13 12:03:59,225 semantic_segmentation INFO: Iters: 10670/40000 || Lr: 0.015152 || Task Loss: 0.2584 || KD Loss: 0.3769|| Cost Time: 2:49:44 || Estimated Time: 7:46:35
2023-04-13 12:04:08,247 semantic_segmentation INFO: Iters: 10680/40000 || Lr: 0.015147 || Task Loss: 0.2443 || KD Loss: 0.3232|| Cost Time: 2:49:53 || Estimated Time: 7:46:24
2023-04-13 12:04:17,220 semantic_segmentation INFO: Iters: 10690/40000 || Lr: 0.015143 || Task Loss: 0.2269 || KD Loss: 0.3311|| Cost Time: 2:50:02 || Estimated Time: 7:46:13
2023-04-13 12:04:26,250 semantic_segmentation INFO: Iters: 10700/40000 || Lr: 0.015138 || Task Loss: 0.2986 || KD Loss: 0.3040|| Cost Time: 2:50:11 || Estimated Time: 7:46:02
2023-04-13 12:04:35,155 semantic_segmentation INFO: Iters: 10710/40000 || Lr: 0.015133 || Task Loss: 0.2465 || KD Loss: 0.2990|| Cost Time: 2:50:20 || Estimated Time: 7:45:51
2023-04-13 12:04:44,238 semantic_segmentation INFO: Iters: 10720/40000 || Lr: 0.015129 || Task Loss: 0.4016 || KD Loss: 0.4307|| Cost Time: 2:50:29 || Estimated Time: 7:45:40
2023-04-13 12:04:53,248 semantic_segmentation INFO: Iters: 10730/40000 || Lr: 0.015124 || Task Loss: 0.2530 || KD Loss: 0.3154|| Cost Time: 2:50:38 || Estimated Time: 7:45:29
2023-04-13 12:05:02,203 semantic_segmentation INFO: Iters: 10740/40000 || Lr: 0.015120 || Task Loss: 0.2550 || KD Loss: 0.3014|| Cost Time: 2:50:47 || Estimated Time: 7:45:18
2023-04-13 12:05:11,436 semantic_segmentation INFO: Iters: 10750/40000 || Lr: 0.015115 || Task Loss: 0.2237 || KD Loss: 0.3757|| Cost Time: 2:50:56 || Estimated Time: 7:45:07
2023-04-13 12:05:20,510 semantic_segmentation INFO: Iters: 10760/40000 || Lr: 0.015110 || Task Loss: 0.3547 || KD Loss: 0.3566|| Cost Time: 2:51:06 || Estimated Time: 7:44:56
2023-04-13 12:05:29,463 semantic_segmentation INFO: Iters: 10770/40000 || Lr: 0.015106 || Task Loss: 0.3321 || KD Loss: 0.2732|| Cost Time: 2:51:15 || Estimated Time: 7:44:45
2023-04-13 12:05:38,530 semantic_segmentation INFO: Iters: 10780/40000 || Lr: 0.015101 || Task Loss: 0.4239 || KD Loss: 0.4229|| Cost Time: 2:51:24 || Estimated Time: 7:44:35
2023-04-13 12:05:47,552 semantic_segmentation INFO: Iters: 10790/40000 || Lr: 0.015097 || Task Loss: 0.4116 || KD Loss: 0.3875|| Cost Time: 2:51:33 || Estimated Time: 7:44:24
2023-04-13 12:05:56,434 semantic_segmentation INFO: Iters: 10800/40000 || Lr: 0.015092 || Task Loss: 0.3148 || KD Loss: 0.3339|| Cost Time: 2:51:41 || Estimated Time: 7:44:12
2023-04-13 12:05:56,713 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 12:05:59,435 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.396
2023-04-13 12:05:59,537 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.474
2023-04-13 12:05:59,625 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.495
2023-04-13 12:05:59,706 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.520
2023-04-13 12:05:59,799 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.519
2023-04-13 12:05:59,891 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.523
2023-04-13 12:05:59,969 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.513
2023-04-13 12:06:00,045 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.554
2023-04-13 12:06:00,120 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.570
2023-04-13 12:06:00,191 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.603
2023-04-13 12:06:00,260 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.602
2023-04-13 12:06:00,334 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.638
2023-04-13 12:06:00,410 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.638
2023-04-13 12:06:00,485 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.641
2023-04-13 12:06:00,562 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.601
2023-04-13 12:06:00,638 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.593
2023-04-13 12:06:00,717 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.593
2023-04-13 12:06:00,793 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.599
2023-04-13 12:06:00,867 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.607
2023-04-13 12:06:00,938 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.616
2023-04-13 12:06:01,014 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.618
2023-04-13 12:06:01,085 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.645
2023-04-13 12:06:01,161 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.645
2023-04-13 12:06:01,238 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.651
2023-04-13 12:06:01,312 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.660
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2023-04-13 12:06:01,456 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-13 12:06:01,546 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 12:06:01,618 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-13 12:06:01,694 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.654
2023-04-13 12:06:01,771 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.653
2023-04-13 12:06:01,842 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-13 12:06:01,915 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.655
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2023-04-13 12:06:02,068 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.654
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2023-04-13 12:06:02,217 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 12:06:02,295 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.649
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2023-04-13 12:06:02,518 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.651
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2023-04-13 12:06:02,666 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.652
2023-04-13 12:06:02,747 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-13 12:06:02,828 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.652
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2023-04-13 12:06:03,058 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.651
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2023-04-13 12:06:03,206 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.657
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2023-04-13 12:06:03,350 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-13 12:06:03,425 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.664
2023-04-13 12:06:03,502 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-13 12:06:03,576 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:06:03,653 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.661
2023-04-13 12:06:03,739 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-13 12:06:03,813 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-13 12:06:03,886 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.671
2023-04-13 12:06:03,964 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.670
2023-04-13 12:06:04,047 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:06:04,128 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.674
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2023-04-13 12:06:04,282 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.675
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2023-04-13 12:06:04,426 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 12:06:04,503 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.673
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2023-04-13 12:06:04,751 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:06:04,829 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:06:04,903 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.669
2023-04-13 12:06:04,976 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.667
2023-04-13 12:06:05,052 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.667
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2023-04-13 12:06:05,363 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.666
2023-04-13 12:06:05,438 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.665
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2023-04-13 12:06:05,587 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 12:06:05,660 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.668
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2023-04-13 12:06:05,810 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-13 12:06:05,883 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.661
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2023-04-13 12:06:06,188 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.930, mIoU: 0.659
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2023-04-13 12:06:06,334 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 12:06:06,407 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.650
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2023-04-13 12:06:06,792 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 12:06:06,867 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 12:06:06,937 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.653
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2023-04-13 12:06:07,699 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 12:06:07,771 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 12:06:07,845 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.929, mIoU: 0.651
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2023-04-13 12:06:07,997 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.651
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2023-04-13 12:06:08,145 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.651
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2023-04-13 12:06:08,291 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-13 12:06:08,365 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 12:06:08,436 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.656
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2023-04-13 12:06:09,032 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.659
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2023-04-13 12:06:15,144 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 12:06:15,218 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 12:06:15,290 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 12:06:15,363 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 12:06:15,441 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 12:06:15,517 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 12:06:15,597 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:06:15,679 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:06:15,757 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 12:06:15,829 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 12:06:15,901 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:06:15,970 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:06:16,037 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:06:16,108 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 12:06:16,180 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 12:06:16,251 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 12:06:16,321 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 12:06:16,391 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 12:06:16,461 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 12:06:16,531 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 12:06:16,601 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 12:06:16,670 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 12:06:16,740 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 12:06:16,808 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 12:06:16,876 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 12:06:16,946 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,015 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,084 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,153 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,220 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,288 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,356 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-13 12:06:17,423 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,495 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,567 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,636 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:06:17,706 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-13 12:06:17,776 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-13 12:06:17,844 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-13 12:06:17,912 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-13 12:06:17,977 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-13 12:06:18,044 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-13 12:06:18,111 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-13 12:06:18,449 semantic_segmentation INFO: Overall validation pixAcc: 93.918, mIoU: 65.510
2023-04-13 12:06:27,407 semantic_segmentation INFO: Iters: 10810/40000 || Lr: 0.015087 || Task Loss: 0.2069 || KD Loss: 0.3349|| Cost Time: 2:52:12 || Estimated Time: 7:45:01
2023-04-13 12:06:36,260 semantic_segmentation INFO: Iters: 10820/40000 || Lr: 0.015083 || Task Loss: 0.2362 || KD Loss: 0.3280|| Cost Time: 2:52:21 || Estimated Time: 7:44:49
2023-04-13 12:06:45,199 semantic_segmentation INFO: Iters: 10830/40000 || Lr: 0.015078 || Task Loss: 0.4171 || KD Loss: 0.3961|| Cost Time: 2:52:30 || Estimated Time: 7:44:38
2023-04-13 12:06:54,191 semantic_segmentation INFO: Iters: 10840/40000 || Lr: 0.015073 || Task Loss: 0.2979 || KD Loss: 0.3844|| Cost Time: 2:52:39 || Estimated Time: 7:44:27
2023-04-13 12:07:03,143 semantic_segmentation INFO: Iters: 10850/40000 || Lr: 0.015069 || Task Loss: 0.2673 || KD Loss: 0.3296|| Cost Time: 2:52:48 || Estimated Time: 7:44:16
2023-04-13 12:07:12,082 semantic_segmentation INFO: Iters: 10860/40000 || Lr: 0.015064 || Task Loss: 0.3311 || KD Loss: 0.3656|| Cost Time: 2:52:57 || Estimated Time: 7:44:04
2023-04-13 12:07:21,071 semantic_segmentation INFO: Iters: 10870/40000 || Lr: 0.015060 || Task Loss: 0.2411 || KD Loss: 0.3271|| Cost Time: 2:53:06 || Estimated Time: 7:43:53
2023-04-13 12:07:30,038 semantic_segmentation INFO: Iters: 10880/40000 || Lr: 0.015055 || Task Loss: 0.3342 || KD Loss: 0.3544|| Cost Time: 2:53:15 || Estimated Time: 7:43:42
2023-04-13 12:07:38,887 semantic_segmentation INFO: Iters: 10890/40000 || Lr: 0.015050 || Task Loss: 0.2825 || KD Loss: 0.3422|| Cost Time: 2:53:24 || Estimated Time: 7:43:31
2023-04-13 12:07:47,852 semantic_segmentation INFO: Iters: 10900/40000 || Lr: 0.015046 || Task Loss: 0.3022 || KD Loss: 0.2792|| Cost Time: 2:53:33 || Estimated Time: 7:43:20
2023-04-13 12:07:56,849 semantic_segmentation INFO: Iters: 10910/40000 || Lr: 0.015041 || Task Loss: 0.3378 || KD Loss: 0.3981|| Cost Time: 2:53:42 || Estimated Time: 7:43:09
2023-04-13 12:08:05,807 semantic_segmentation INFO: Iters: 10920/40000 || Lr: 0.015036 || Task Loss: 0.2737 || KD Loss: 0.3156|| Cost Time: 2:53:51 || Estimated Time: 7:42:57
2023-04-13 12:08:14,804 semantic_segmentation INFO: Iters: 10930/40000 || Lr: 0.015032 || Task Loss: 0.4071 || KD Loss: 0.4096|| Cost Time: 2:54:00 || Estimated Time: 7:42:46
2023-04-13 12:08:23,740 semantic_segmentation INFO: Iters: 10940/40000 || Lr: 0.015027 || Task Loss: 0.3658 || KD Loss: 0.4489|| Cost Time: 2:54:09 || Estimated Time: 7:42:35
2023-04-13 12:08:32,726 semantic_segmentation INFO: Iters: 10950/40000 || Lr: 0.015023 || Task Loss: 0.2966 || KD Loss: 0.3805|| Cost Time: 2:54:18 || Estimated Time: 7:42:24
2023-04-13 12:08:41,674 semantic_segmentation INFO: Iters: 10960/40000 || Lr: 0.015018 || Task Loss: 0.2964 || KD Loss: 0.3916|| Cost Time: 2:54:27 || Estimated Time: 7:42:13
2023-04-13 12:08:50,646 semantic_segmentation INFO: Iters: 10970/40000 || Lr: 0.015013 || Task Loss: 0.3630 || KD Loss: 0.3934|| Cost Time: 2:54:36 || Estimated Time: 7:42:02
2023-04-13 12:08:59,494 semantic_segmentation INFO: Iters: 10980/40000 || Lr: 0.015009 || Task Loss: 0.2580 || KD Loss: 0.4176|| Cost Time: 2:54:45 || Estimated Time: 7:41:51
2023-04-13 12:09:08,383 semantic_segmentation INFO: Iters: 10990/40000 || Lr: 0.015004 || Task Loss: 0.2419 || KD Loss: 0.4175|| Cost Time: 2:54:53 || Estimated Time: 7:41:39
2023-04-13 12:09:17,400 semantic_segmentation INFO: Iters: 11000/40000 || Lr: 0.014999 || Task Loss: 0.2793 || KD Loss: 0.3260|| Cost Time: 2:55:02 || Estimated Time: 7:41:28
2023-04-13 12:09:26,380 semantic_segmentation INFO: Iters: 11010/40000 || Lr: 0.014995 || Task Loss: 0.2393 || KD Loss: 0.4005|| Cost Time: 2:55:11 || Estimated Time: 7:41:17
2023-04-13 12:09:35,408 semantic_segmentation INFO: Iters: 11020/40000 || Lr: 0.014990 || Task Loss: 0.3185 || KD Loss: 0.3678|| Cost Time: 2:55:20 || Estimated Time: 7:41:06
2023-04-13 12:09:44,441 semantic_segmentation INFO: Iters: 11030/40000 || Lr: 0.014986 || Task Loss: 0.3896 || KD Loss: 0.4161|| Cost Time: 2:55:29 || Estimated Time: 7:40:55
2023-04-13 12:09:53,432 semantic_segmentation INFO: Iters: 11040/40000 || Lr: 0.014981 || Task Loss: 0.3065 || KD Loss: 0.3876|| Cost Time: 2:55:38 || Estimated Time: 7:40:44
2023-04-13 12:10:02,291 semantic_segmentation INFO: Iters: 11050/40000 || Lr: 0.014976 || Task Loss: 0.1923 || KD Loss: 0.3668|| Cost Time: 2:55:47 || Estimated Time: 7:40:33
2023-04-13 12:10:11,284 semantic_segmentation INFO: Iters: 11060/40000 || Lr: 0.014972 || Task Loss: 0.2875 || KD Loss: 0.4085|| Cost Time: 2:55:56 || Estimated Time: 7:40:22
2023-04-13 12:10:20,311 semantic_segmentation INFO: Iters: 11070/40000 || Lr: 0.014967 || Task Loss: 0.2910 || KD Loss: 0.3437|| Cost Time: 2:56:05 || Estimated Time: 7:40:11
2023-04-13 12:10:29,332 semantic_segmentation INFO: Iters: 11080/40000 || Lr: 0.014962 || Task Loss: 0.2180 || KD Loss: 0.3520|| Cost Time: 2:56:14 || Estimated Time: 7:40:00
2023-04-13 12:10:38,317 semantic_segmentation INFO: Iters: 11090/40000 || Lr: 0.014958 || Task Loss: 0.3451 || KD Loss: 0.3328|| Cost Time: 2:56:23 || Estimated Time: 7:39:49
2023-04-13 12:10:47,282 semantic_segmentation INFO: Iters: 11100/40000 || Lr: 0.014953 || Task Loss: 0.3615 || KD Loss: 0.4300|| Cost Time: 2:56:32 || Estimated Time: 7:39:38
2023-04-13 12:10:56,267 semantic_segmentation INFO: Iters: 11110/40000 || Lr: 0.014949 || Task Loss: 0.3412 || KD Loss: 0.4112|| Cost Time: 2:56:41 || Estimated Time: 7:39:27
2023-04-13 12:11:05,155 semantic_segmentation INFO: Iters: 11120/40000 || Lr: 0.014944 || Task Loss: 0.2442 || KD Loss: 0.3782|| Cost Time: 2:56:50 || Estimated Time: 7:39:16
2023-04-13 12:11:14,205 semantic_segmentation INFO: Iters: 11130/40000 || Lr: 0.014939 || Task Loss: 0.3124 || KD Loss: 0.3877|| Cost Time: 2:56:59 || Estimated Time: 7:39:05
2023-04-13 12:11:23,168 semantic_segmentation INFO: Iters: 11140/40000 || Lr: 0.014935 || Task Loss: 0.2985 || KD Loss: 0.3504|| Cost Time: 2:57:08 || Estimated Time: 7:38:54
2023-04-13 12:11:32,129 semantic_segmentation INFO: Iters: 11150/40000 || Lr: 0.014930 || Task Loss: 0.2835 || KD Loss: 0.3207|| Cost Time: 2:57:17 || Estimated Time: 7:38:43
2023-04-13 12:11:41,122 semantic_segmentation INFO: Iters: 11160/40000 || Lr: 0.014925 || Task Loss: 0.3017 || KD Loss: 0.3606|| Cost Time: 2:57:26 || Estimated Time: 7:38:32
2023-04-13 12:11:50,135 semantic_segmentation INFO: Iters: 11170/40000 || Lr: 0.014921 || Task Loss: 0.2266 || KD Loss: 0.3532|| Cost Time: 2:57:35 || Estimated Time: 7:38:21
2023-04-13 12:11:59,199 semantic_segmentation INFO: Iters: 11180/40000 || Lr: 0.014916 || Task Loss: 0.2348 || KD Loss: 0.3912|| Cost Time: 2:57:44 || Estimated Time: 7:38:11
2023-04-13 12:12:08,134 semantic_segmentation INFO: Iters: 11190/40000 || Lr: 0.014912 || Task Loss: 0.2640 || KD Loss: 0.2660|| Cost Time: 2:57:53 || Estimated Time: 7:38:00
2023-04-13 12:12:17,149 semantic_segmentation INFO: Iters: 11200/40000 || Lr: 0.014907 || Task Loss: 0.1613 || KD Loss: 0.3231|| Cost Time: 2:58:02 || Estimated Time: 7:37:49
2023-04-13 12:12:17,458 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 12:12:20,195 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.399
2023-04-13 12:12:20,283 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.465
2023-04-13 12:12:20,366 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.493
2023-04-13 12:12:20,464 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.512
2023-04-13 12:12:20,540 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.526
2023-04-13 12:12:20,615 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.534
2023-04-13 12:12:20,689 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.556
2023-04-13 12:12:20,763 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.581
2023-04-13 12:12:20,835 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.630
2023-04-13 12:12:20,906 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.670
2023-04-13 12:12:20,978 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.681
2023-04-13 12:12:21,048 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.684
2023-04-13 12:12:21,118 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.675
2023-04-13 12:12:21,192 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.661
2023-04-13 12:12:21,270 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.645
2023-04-13 12:12:21,344 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.638
2023-04-13 12:12:21,426 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.641
2023-04-13 12:12:21,507 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.648
2023-04-13 12:12:21,584 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.653
2023-04-13 12:12:21,660 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.662
2023-04-13 12:12:21,734 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.662
2023-04-13 12:12:21,806 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-13 12:12:21,878 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-13 12:12:21,956 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 12:12:22,032 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-13 12:12:22,106 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 12:12:22,184 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 12:12:22,261 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.669
2023-04-13 12:12:22,337 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-13 12:12:22,411 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 12:12:22,484 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 12:12:22,558 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 12:12:22,629 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 12:12:22,704 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 12:12:22,776 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 12:12:22,852 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 12:12:22,927 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 12:12:23,004 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 12:12:23,082 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 12:12:23,159 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 12:12:23,234 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-13 12:12:23,311 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-13 12:12:23,383 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-13 12:12:23,456 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 12:12:23,532 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 12:12:23,607 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 12:12:23,687 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 12:12:23,765 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-13 12:12:23,844 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 12:12:23,919 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.684
2023-04-13 12:12:23,992 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 12:12:24,063 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 12:12:24,138 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-13 12:12:24,211 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:12:24,286 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 12:12:24,361 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 12:12:24,433 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 12:12:24,514 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:12:24,592 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.671
2023-04-13 12:12:24,668 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:12:24,747 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:12:24,824 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 12:12:24,904 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 12:12:24,981 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 12:12:25,059 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:12:25,136 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:12:25,209 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:12:25,286 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:12:25,358 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:12:25,429 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:12:25,504 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:12:25,579 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-13 12:12:25,659 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 12:12:25,736 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 12:12:25,812 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.666
2023-04-13 12:12:25,893 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 12:12:25,964 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 12:12:26,040 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 12:12:26,119 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.666
2023-04-13 12:12:26,189 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.667
2023-04-13 12:12:26,265 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-13 12:12:26,344 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-13 12:12:26,422 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.934, mIoU: 0.667
2023-04-13 12:12:26,496 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-13 12:12:26,569 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 12:12:26,642 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 12:12:26,715 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 12:12:26,788 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 12:12:26,859 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-13 12:12:26,932 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-13 12:12:27,005 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 12:12:27,076 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 12:12:27,151 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 12:12:27,230 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 12:12:27,308 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.668
2023-04-13 12:12:27,382 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.668
2023-04-13 12:12:27,460 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-13 12:12:27,535 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.666
2023-04-13 12:12:27,612 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-13 12:12:27,684 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-13 12:12:27,756 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-13 12:12:27,829 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-13 12:12:27,909 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 12:12:27,985 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 12:12:28,063 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 12:12:28,140 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 12:12:28,218 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 12:12:28,291 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-13 12:12:28,368 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 12:12:28,441 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 12:12:28,520 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 12:12:28,595 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 12:12:28,671 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 12:12:28,745 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 12:12:28,822 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 12:12:28,899 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 12:12:28,971 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-13 12:12:29,045 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 12:12:29,116 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-13 12:12:29,194 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.669
2023-04-13 12:12:29,268 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.669
2023-04-13 12:12:29,344 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-13 12:12:29,419 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-13 12:12:29,495 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.671
2023-04-13 12:12:29,574 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.671
2023-04-13 12:12:29,645 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-13 12:12:29,717 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.928, mIoU: 0.669
2023-04-13 12:12:29,790 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-13 12:12:29,860 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.928, mIoU: 0.668
2023-04-13 12:12:29,930 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-13 12:12:30,002 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-13 12:12:30,072 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-13 12:12:30,146 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.668
2023-04-13 12:12:30,219 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.667
2023-04-13 12:12:30,293 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.930, mIoU: 0.668
2023-04-13 12:12:30,368 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 12:12:30,449 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 12:12:30,530 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.670
2023-04-13 12:12:30,615 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.930, mIoU: 0.670
2023-04-13 12:12:30,692 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.930, mIoU: 0.669
2023-04-13 12:12:30,767 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.670
2023-04-13 12:12:30,843 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.669
2023-04-13 12:12:30,918 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.669
2023-04-13 12:12:30,991 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.669
2023-04-13 12:12:31,065 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.668
2023-04-13 12:12:31,142 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.672
2023-04-13 12:12:31,216 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.671
2023-04-13 12:12:31,288 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.930, mIoU: 0.671
2023-04-13 12:12:31,361 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.930, mIoU: 0.671
2023-04-13 12:12:31,434 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.670
2023-04-13 12:12:31,508 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.930, mIoU: 0.672
2023-04-13 12:12:31,585 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.930, mIoU: 0.672
2023-04-13 12:12:31,667 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.672
2023-04-13 12:12:31,748 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.930, mIoU: 0.672
2023-04-13 12:12:31,825 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.673
2023-04-13 12:12:31,905 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.673
2023-04-13 12:12:31,984 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.931, mIoU: 0.673
2023-04-13 12:12:32,060 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.931, mIoU: 0.673
2023-04-13 12:12:32,130 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.931, mIoU: 0.673
2023-04-13 12:12:32,205 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.931, mIoU: 0.673
2023-04-13 12:12:32,289 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.931, mIoU: 0.672
2023-04-13 12:12:32,363 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.671
2023-04-13 12:12:32,440 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.670
2023-04-13 12:12:32,517 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.671
2023-04-13 12:12:32,587 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.671
2023-04-13 12:12:32,658 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.931, mIoU: 0.670
2023-04-13 12:12:32,734 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.931, mIoU: 0.671
2023-04-13 12:12:32,808 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.931, mIoU: 0.671
2023-04-13 12:12:32,881 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.931, mIoU: 0.672
2023-04-13 12:12:32,954 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.932, mIoU: 0.672
2023-04-13 12:12:33,034 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.932, mIoU: 0.671
2023-04-13 12:12:33,117 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.932, mIoU: 0.671
2023-04-13 12:12:33,196 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.932, mIoU: 0.671
2023-04-13 12:12:33,270 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.932, mIoU: 0.671
2023-04-13 12:12:33,342 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.932, mIoU: 0.671
2023-04-13 12:12:33,416 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.932, mIoU: 0.670
2023-04-13 12:12:33,493 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.932, mIoU: 0.670
2023-04-13 12:12:33,566 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.932, mIoU: 0.670
2023-04-13 12:12:33,642 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.932, mIoU: 0.670
2023-04-13 12:12:33,717 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.932, mIoU: 0.670
2023-04-13 12:12:33,791 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.932, mIoU: 0.670
2023-04-13 12:12:33,868 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:12:33,942 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:12:34,014 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:12:34,089 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:12:34,160 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:12:34,231 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:12:34,307 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.933, mIoU: 0.669
2023-04-13 12:12:34,389 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.933, mIoU: 0.669
2023-04-13 12:12:34,465 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:12:34,547 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:12:34,622 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:12:34,697 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:12:34,770 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:12:34,842 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:12:34,912 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:12:34,984 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:12:35,057 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:12:35,135 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:12:35,212 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:12:35,287 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:12:35,364 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:12:35,441 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:12:35,522 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:12:35,596 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:12:35,670 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:12:35,743 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:12:35,815 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:12:35,893 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:12:35,970 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:12:36,046 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:12:36,123 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:12:36,201 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:12:36,277 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:12:36,353 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:12:36,426 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:12:36,500 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:12:36,577 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:12:36,655 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:12:36,727 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:12:36,795 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 12:12:36,864 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 12:12:36,933 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 12:12:37,005 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 12:12:37,075 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 12:12:37,145 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 12:12:37,213 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 12:12:37,282 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 12:12:37,349 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 12:12:37,415 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 12:12:37,480 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 12:12:37,542 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 12:12:37,607 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 12:12:37,671 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 12:12:37,740 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 12:12:37,814 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 12:12:37,887 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:12:37,960 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:12:38,031 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 12:12:38,102 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 12:12:38,172 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:12:38,240 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:12:38,305 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:12:38,372 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 12:12:38,439 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 12:12:38,505 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 12:12:38,571 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 12:12:38,636 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:12:38,704 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:12:38,772 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:12:39,207 semantic_segmentation INFO: Overall validation pixAcc: 94.270, mIoU: 67.566
2023-04-13 12:12:48,217 semantic_segmentation INFO: Iters: 11210/40000 || Lr: 0.014902 || Task Loss: 0.3291 || KD Loss: 0.3728|| Cost Time: 2:58:33 || Estimated Time: 7:38:34
2023-04-13 12:12:57,104 semantic_segmentation INFO: Iters: 11220/40000 || Lr: 0.014898 || Task Loss: 0.4548 || KD Loss: 0.4304|| Cost Time: 2:58:42 || Estimated Time: 7:38:23
2023-04-13 12:13:05,959 semantic_segmentation INFO: Iters: 11230/40000 || Lr: 0.014893 || Task Loss: 0.3782 || KD Loss: 0.4061|| Cost Time: 2:58:51 || Estimated Time: 7:38:12
2023-04-13 12:13:14,877 semantic_segmentation INFO: Iters: 11240/40000 || Lr: 0.014888 || Task Loss: 0.3133 || KD Loss: 0.3794|| Cost Time: 2:59:00 || Estimated Time: 7:38:01
2023-04-13 12:13:23,789 semantic_segmentation INFO: Iters: 11250/40000 || Lr: 0.014884 || Task Loss: 0.2866 || KD Loss: 0.3662|| Cost Time: 2:59:09 || Estimated Time: 7:37:49
2023-04-13 12:13:32,434 semantic_segmentation INFO: Iters: 11260/40000 || Lr: 0.014879 || Task Loss: 0.2726 || KD Loss: 0.3321|| Cost Time: 2:59:17 || Estimated Time: 7:37:37
2023-04-13 12:13:41,450 semantic_segmentation INFO: Iters: 11270/40000 || Lr: 0.014875 || Task Loss: 0.2993 || KD Loss: 0.3120|| Cost Time: 2:59:27 || Estimated Time: 7:37:26
2023-04-13 12:13:50,427 semantic_segmentation INFO: Iters: 11280/40000 || Lr: 0.014870 || Task Loss: 0.3422 || KD Loss: 0.3575|| Cost Time: 2:59:35 || Estimated Time: 7:37:15
2023-04-13 12:13:59,349 semantic_segmentation INFO: Iters: 11290/40000 || Lr: 0.014865 || Task Loss: 0.3827 || KD Loss: 0.3571|| Cost Time: 2:59:44 || Estimated Time: 7:37:04
2023-04-13 12:14:08,353 semantic_segmentation INFO: Iters: 11300/40000 || Lr: 0.014861 || Task Loss: 0.2511 || KD Loss: 0.3236|| Cost Time: 2:59:53 || Estimated Time: 7:36:53
2023-04-13 12:14:17,270 semantic_segmentation INFO: Iters: 11310/40000 || Lr: 0.014856 || Task Loss: 0.2400 || KD Loss: 0.4050|| Cost Time: 3:00:02 || Estimated Time: 7:36:42
2023-04-13 12:14:26,180 semantic_segmentation INFO: Iters: 11320/40000 || Lr: 0.014851 || Task Loss: 0.2935 || KD Loss: 0.4523|| Cost Time: 3:00:11 || Estimated Time: 7:36:31
2023-04-13 12:14:35,189 semantic_segmentation INFO: Iters: 11330/40000 || Lr: 0.014847 || Task Loss: 0.3183 || KD Loss: 0.4201|| Cost Time: 3:00:20 || Estimated Time: 7:36:20
2023-04-13 12:14:44,142 semantic_segmentation INFO: Iters: 11340/40000 || Lr: 0.014842 || Task Loss: 0.1918 || KD Loss: 0.3346|| Cost Time: 3:00:29 || Estimated Time: 7:36:09
2023-04-13 12:14:53,142 semantic_segmentation INFO: Iters: 11350/40000 || Lr: 0.014838 || Task Loss: 0.2914 || KD Loss: 0.3263|| Cost Time: 3:00:38 || Estimated Time: 7:35:58
2023-04-13 12:15:02,103 semantic_segmentation INFO: Iters: 11360/40000 || Lr: 0.014833 || Task Loss: 0.2475 || KD Loss: 0.3409|| Cost Time: 3:00:47 || Estimated Time: 7:35:47
2023-04-13 12:15:10,863 semantic_segmentation INFO: Iters: 11370/40000 || Lr: 0.014828 || Task Loss: 0.2031 || KD Loss: 0.3166|| Cost Time: 3:00:56 || Estimated Time: 7:35:36
2023-04-13 12:15:19,922 semantic_segmentation INFO: Iters: 11380/40000 || Lr: 0.014824 || Task Loss: 0.2308 || KD Loss: 0.3307|| Cost Time: 3:01:05 || Estimated Time: 7:35:25
2023-04-13 12:15:28,893 semantic_segmentation INFO: Iters: 11390/40000 || Lr: 0.014819 || Task Loss: 0.3953 || KD Loss: 0.3777|| Cost Time: 3:01:14 || Estimated Time: 7:35:14
2023-04-13 12:15:37,683 semantic_segmentation INFO: Iters: 11400/40000 || Lr: 0.014814 || Task Loss: 0.2142 || KD Loss: 0.2409|| Cost Time: 3:01:23 || Estimated Time: 7:35:02
2023-04-13 12:15:46,737 semantic_segmentation INFO: Iters: 11410/40000 || Lr: 0.014810 || Task Loss: 0.3198 || KD Loss: 0.4270|| Cost Time: 3:01:32 || Estimated Time: 7:34:52
2023-04-13 12:15:55,764 semantic_segmentation INFO: Iters: 11420/40000 || Lr: 0.014805 || Task Loss: 0.2479 || KD Loss: 0.3682|| Cost Time: 3:01:41 || Estimated Time: 7:34:41
2023-04-13 12:16:04,770 semantic_segmentation INFO: Iters: 11430/40000 || Lr: 0.014800 || Task Loss: 0.5556 || KD Loss: 0.5175|| Cost Time: 3:01:50 || Estimated Time: 7:34:30
2023-04-13 12:16:13,777 semantic_segmentation INFO: Iters: 11440/40000 || Lr: 0.014796 || Task Loss: 0.2793 || KD Loss: 0.3978|| Cost Time: 3:01:59 || Estimated Time: 7:34:19
2023-04-13 12:16:22,741 semantic_segmentation INFO: Iters: 11450/40000 || Lr: 0.014791 || Task Loss: 0.3847 || KD Loss: 0.2854|| Cost Time: 3:02:08 || Estimated Time: 7:34:08
2023-04-13 12:16:31,658 semantic_segmentation INFO: Iters: 11460/40000 || Lr: 0.014787 || Task Loss: 0.2657 || KD Loss: 0.3974|| Cost Time: 3:02:17 || Estimated Time: 7:33:57
2023-04-13 12:16:40,595 semantic_segmentation INFO: Iters: 11470/40000 || Lr: 0.014782 || Task Loss: 0.3283 || KD Loss: 0.2883|| Cost Time: 3:02:26 || Estimated Time: 7:33:46
2023-04-13 12:16:49,575 semantic_segmentation INFO: Iters: 11480/40000 || Lr: 0.014777 || Task Loss: 0.2471 || KD Loss: 0.3652|| Cost Time: 3:02:35 || Estimated Time: 7:33:35
2023-04-13 12:16:58,592 semantic_segmentation INFO: Iters: 11490/40000 || Lr: 0.014773 || Task Loss: 0.3701 || KD Loss: 0.3224|| Cost Time: 3:02:44 || Estimated Time: 7:33:24
2023-04-13 12:17:07,445 semantic_segmentation INFO: Iters: 11500/40000 || Lr: 0.014768 || Task Loss: 0.1883 || KD Loss: 0.2548|| Cost Time: 3:02:52 || Estimated Time: 7:33:13
2023-04-13 12:17:16,488 semantic_segmentation INFO: Iters: 11510/40000 || Lr: 0.014763 || Task Loss: 0.2074 || KD Loss: 0.3203|| Cost Time: 3:03:02 || Estimated Time: 7:33:02
2023-04-13 12:17:25,431 semantic_segmentation INFO: Iters: 11520/40000 || Lr: 0.014759 || Task Loss: 0.3601 || KD Loss: 0.4069|| Cost Time: 3:03:10 || Estimated Time: 7:32:51
2023-04-13 12:17:34,448 semantic_segmentation INFO: Iters: 11530/40000 || Lr: 0.014754 || Task Loss: 0.3067 || KD Loss: 0.2908|| Cost Time: 3:03:19 || Estimated Time: 7:32:40
2023-04-13 12:17:43,463 semantic_segmentation INFO: Iters: 11540/40000 || Lr: 0.014750 || Task Loss: 0.2223 || KD Loss: 0.2882|| Cost Time: 3:03:29 || Estimated Time: 7:32:29
2023-04-13 12:17:52,385 semantic_segmentation INFO: Iters: 11550/40000 || Lr: 0.014745 || Task Loss: 0.2204 || KD Loss: 0.2972|| Cost Time: 3:03:37 || Estimated Time: 7:32:18
2023-04-13 12:18:01,394 semantic_segmentation INFO: Iters: 11560/40000 || Lr: 0.014740 || Task Loss: 0.2840 || KD Loss: 0.2859|| Cost Time: 3:03:46 || Estimated Time: 7:32:07
2023-04-13 12:18:10,185 semantic_segmentation INFO: Iters: 11570/40000 || Lr: 0.014736 || Task Loss: 0.2637 || KD Loss: 0.3712|| Cost Time: 3:03:55 || Estimated Time: 7:31:56
2023-04-13 12:18:19,201 semantic_segmentation INFO: Iters: 11580/40000 || Lr: 0.014731 || Task Loss: 0.2527 || KD Loss: 0.3610|| Cost Time: 3:04:04 || Estimated Time: 7:31:45
2023-04-13 12:18:28,089 semantic_segmentation INFO: Iters: 11590/40000 || Lr: 0.014726 || Task Loss: 0.2137 || KD Loss: 0.3028|| Cost Time: 3:04:13 || Estimated Time: 7:31:34
2023-04-13 12:18:37,145 semantic_segmentation INFO: Iters: 11600/40000 || Lr: 0.014722 || Task Loss: 0.2789 || KD Loss: 0.3732|| Cost Time: 3:04:22 || Estimated Time: 7:31:23
2023-04-13 12:18:37,451 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 12:18:39,921 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.933, mIoU: 0.337
2023-04-13 12:18:40,082 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.953, mIoU: 0.437
2023-04-13 12:18:40,558 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.462
2023-04-13 12:18:40,644 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.498
2023-04-13 12:18:40,735 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.494
2023-04-13 12:18:40,819 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.502
2023-04-13 12:18:40,908 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.491
2023-04-13 12:18:40,995 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.506
2023-04-13 12:18:41,081 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.505
2023-04-13 12:18:41,153 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.550
2023-04-13 12:18:41,222 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.556
2023-04-13 12:18:41,292 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.597
2023-04-13 12:18:41,363 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.611
2023-04-13 12:18:41,435 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.604
2023-04-13 12:18:41,509 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.583
2023-04-13 12:18:41,582 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.576
2023-04-13 12:18:41,652 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.581
2023-04-13 12:18:41,722 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.586
2023-04-13 12:18:41,794 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.595
2023-04-13 12:18:41,863 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.602
2023-04-13 12:18:41,931 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.606
2023-04-13 12:18:42,002 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.623
2023-04-13 12:18:42,075 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.620
2023-04-13 12:18:42,150 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.629
2023-04-13 12:18:42,225 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-13 12:18:42,299 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-13 12:18:42,371 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-13 12:18:42,451 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-13 12:18:42,525 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-13 12:18:42,603 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 12:18:42,679 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-13 12:18:42,754 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 12:18:42,832 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 12:18:42,907 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 12:18:42,983 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 12:18:43,063 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 12:18:43,143 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 12:18:43,221 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 12:18:43,294 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-13 12:18:43,367 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 12:18:43,443 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 12:18:43,519 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 12:18:43,591 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 12:18:43,668 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 12:18:43,744 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-13 12:18:43,821 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.646
2023-04-13 12:18:43,900 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.646
2023-04-13 12:18:43,980 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 12:18:44,058 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.649
2023-04-13 12:18:44,134 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-13 12:18:44,215 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 12:18:44,295 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.643
2023-04-13 12:18:44,376 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-13 12:18:44,452 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-13 12:18:44,531 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 12:18:44,606 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 12:18:44,677 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 12:18:44,749 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-13 12:18:44,821 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 12:18:44,896 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 12:18:44,971 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 12:18:45,051 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 12:18:45,133 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 12:18:45,208 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 12:18:45,286 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-13 12:18:45,362 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 12:18:45,433 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-13 12:18:45,507 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 12:18:45,584 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-13 12:18:45,660 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 12:18:45,735 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 12:18:45,816 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 12:18:45,895 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 12:18:45,967 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 12:18:46,040 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 12:18:46,114 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 12:18:46,200 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 12:18:46,276 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 12:18:46,351 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 12:18:46,424 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-13 12:18:46,502 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 12:18:46,578 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-13 12:18:46,649 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-13 12:18:46,722 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 12:18:46,796 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 12:18:46,871 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 12:18:46,947 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.652
2023-04-13 12:18:47,028 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 12:18:47,103 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-13 12:18:47,179 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 12:18:47,252 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 12:18:47,325 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-13 12:18:47,396 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 12:18:47,465 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-13 12:18:47,536 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 12:18:47,607 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 12:18:47,679 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 12:18:47,751 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 12:18:47,833 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 12:18:47,923 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-13 12:18:47,996 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-13 12:18:48,072 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:48,146 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:48,221 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:48,295 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:48,363 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 12:18:48,436 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:48,508 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-13 12:18:48,584 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-13 12:18:48,662 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.642
2023-04-13 12:18:48,740 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.642
2023-04-13 12:18:48,815 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.928, mIoU: 0.642
2023-04-13 12:18:48,890 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.928, mIoU: 0.642
2023-04-13 12:18:48,963 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-13 12:18:49,038 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-13 12:18:49,111 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 12:18:49,182 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-13 12:18:49,255 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.642
2023-04-13 12:18:49,329 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-13 12:18:49,403 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-13 12:18:49,483 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-13 12:18:49,563 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-13 12:18:49,643 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-13 12:18:49,715 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-13 12:18:49,788 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-13 12:18:49,863 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-13 12:18:49,934 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.638
2023-04-13 12:18:50,005 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-13 12:18:50,080 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-13 12:18:50,159 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.926, mIoU: 0.637
2023-04-13 12:18:50,236 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-13 12:18:50,318 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-13 12:18:50,396 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-13 12:18:50,471 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-13 12:18:50,548 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-13 12:18:50,623 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-13 12:18:50,696 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-13 12:18:50,769 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-13 12:18:50,846 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-13 12:18:50,926 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-13 12:18:51,005 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-13 12:18:51,084 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-13 12:18:51,155 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 12:18:51,230 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 12:18:51,307 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-13 12:18:51,383 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.927, mIoU: 0.643
2023-04-13 12:18:51,459 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.927, mIoU: 0.643
2023-04-13 12:18:51,535 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.643
2023-04-13 12:18:51,614 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.643
2023-04-13 12:18:51,695 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:51,769 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 12:18:51,845 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 12:18:51,918 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:51,991 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:52,071 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 12:18:52,149 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 12:18:52,225 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-13 12:18:52,299 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:52,374 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:52,449 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-13 12:18:52,523 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.928, mIoU: 0.642
2023-04-13 12:18:52,594 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-13 12:18:52,668 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 12:18:52,743 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 12:18:52,819 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 12:18:52,895 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-13 12:18:52,975 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-13 12:18:53,055 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-13 12:18:53,131 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-13 12:18:53,208 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-13 12:18:53,283 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-13 12:18:53,356 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-13 12:18:53,426 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-13 12:18:53,497 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-13 12:18:53,577 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-13 12:18:53,653 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-13 12:18:53,727 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-13 12:18:53,804 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-13 12:18:53,881 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-13 12:18:53,958 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-13 12:18:54,032 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-13 12:18:54,106 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-13 12:18:54,185 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-13 12:18:54,256 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-13 12:18:54,334 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-13 12:18:54,414 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-13 12:18:54,492 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-13 12:18:54,570 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-13 12:18:54,659 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-13 12:18:54,745 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-13 12:18:54,820 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-13 12:18:54,893 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-13 12:18:54,970 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-13 12:18:55,046 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-13 12:18:55,119 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-13 12:18:55,186 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-13 12:18:55,259 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-13 12:18:55,333 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-13 12:18:55,413 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-13 12:18:55,489 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-13 12:18:55,566 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-13 12:18:55,640 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 12:18:55,713 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 12:18:55,789 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 12:18:55,862 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 12:18:55,938 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 12:18:56,010 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 12:18:56,080 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 12:18:56,153 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 12:18:56,232 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-13 12:18:56,308 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-13 12:18:56,387 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-13 12:18:56,463 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-13 12:18:56,535 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 12:18:56,607 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 12:18:56,676 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 12:18:56,746 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 12:18:56,813 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 12:18:56,880 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 12:18:56,947 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-13 12:18:57,012 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-13 12:18:57,077 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 12:18:57,142 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-13 12:18:57,206 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-13 12:18:57,270 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-13 12:18:57,335 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-13 12:18:57,403 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 12:18:57,477 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-13 12:18:57,548 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 12:18:57,619 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 12:18:57,688 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 12:18:57,756 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 12:18:57,824 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 12:18:57,892 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 12:18:57,960 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 12:18:58,027 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 12:18:58,092 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 12:18:58,160 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 12:18:58,228 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 12:18:58,300 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 12:18:58,371 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 12:18:58,441 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 12:18:58,509 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 12:18:58,579 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 12:18:58,649 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-13 12:18:58,716 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 12:18:58,790 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-13 12:18:58,853 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 12:18:58,935 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 12:18:59,001 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 12:18:59,102 semantic_segmentation INFO: Overall validation pixAcc: 93.794, mIoU: 66.001
2023-04-13 12:19:08,170 semantic_segmentation INFO: Iters: 11610/40000 || Lr: 0.014717 || Task Loss: 0.3026 || KD Loss: 0.3783|| Cost Time: 3:04:53 || Estimated Time: 7:32:06
2023-04-13 12:19:16,973 semantic_segmentation INFO: Iters: 11620/40000 || Lr: 0.014712 || Task Loss: 0.3984 || KD Loss: 0.4319|| Cost Time: 3:05:02 || Estimated Time: 7:31:55
2023-04-13 12:19:25,853 semantic_segmentation INFO: Iters: 11630/40000 || Lr: 0.014708 || Task Loss: 0.4343 || KD Loss: 0.4850|| Cost Time: 3:05:11 || Estimated Time: 7:31:44
2023-04-13 12:19:34,683 semantic_segmentation INFO: Iters: 11640/40000 || Lr: 0.014703 || Task Loss: 0.3089 || KD Loss: 0.3782|| Cost Time: 3:05:20 || Estimated Time: 7:31:32
2023-04-13 12:19:43,619 semantic_segmentation INFO: Iters: 11650/40000 || Lr: 0.014699 || Task Loss: 0.3374 || KD Loss: 0.3638|| Cost Time: 3:05:29 || Estimated Time: 7:31:21
2023-04-13 12:19:52,556 semantic_segmentation INFO: Iters: 11660/40000 || Lr: 0.014694 || Task Loss: 0.3090 || KD Loss: 0.4175|| Cost Time: 3:05:38 || Estimated Time: 7:31:10
2023-04-13 12:20:01,419 semantic_segmentation INFO: Iters: 11670/40000 || Lr: 0.014689 || Task Loss: 0.4675 || KD Loss: 0.4070|| Cost Time: 3:05:46 || Estimated Time: 7:30:59
2023-04-13 12:20:10,309 semantic_segmentation INFO: Iters: 11680/40000 || Lr: 0.014685 || Task Loss: 0.3315 || KD Loss: 0.3676|| Cost Time: 3:05:55 || Estimated Time: 7:30:48
2023-04-13 12:20:19,005 semantic_segmentation INFO: Iters: 11690/40000 || Lr: 0.014680 || Task Loss: 0.3438 || KD Loss: 0.4754|| Cost Time: 3:06:04 || Estimated Time: 7:30:36
2023-04-13 12:20:28,026 semantic_segmentation INFO: Iters: 11700/40000 || Lr: 0.014675 || Task Loss: 0.3926 || KD Loss: 0.4113|| Cost Time: 3:06:13 || Estimated Time: 7:30:25
2023-04-13 12:20:37,046 semantic_segmentation INFO: Iters: 11710/40000 || Lr: 0.014671 || Task Loss: 0.3289 || KD Loss: 0.2917|| Cost Time: 3:06:22 || Estimated Time: 7:30:15
2023-04-13 12:20:45,963 semantic_segmentation INFO: Iters: 11720/40000 || Lr: 0.014666 || Task Loss: 0.2644 || KD Loss: 0.3644|| Cost Time: 3:06:31 || Estimated Time: 7:30:04
2023-04-13 12:20:54,957 semantic_segmentation INFO: Iters: 11730/40000 || Lr: 0.014662 || Task Loss: 0.3099 || KD Loss: 0.3529|| Cost Time: 3:06:40 || Estimated Time: 7:29:53
2023-04-13 12:21:03,905 semantic_segmentation INFO: Iters: 11740/40000 || Lr: 0.014657 || Task Loss: 0.3570 || KD Loss: 0.4572|| Cost Time: 3:06:49 || Estimated Time: 7:29:42
2023-04-13 12:21:12,691 semantic_segmentation INFO: Iters: 11750/40000 || Lr: 0.014652 || Task Loss: 0.3294 || KD Loss: 0.3757|| Cost Time: 3:06:58 || Estimated Time: 7:29:30
2023-04-13 12:21:21,710 semantic_segmentation INFO: Iters: 11760/40000 || Lr: 0.014648 || Task Loss: 0.3164 || KD Loss: 0.3630|| Cost Time: 3:07:07 || Estimated Time: 7:29:20
2023-04-13 12:21:30,710 semantic_segmentation INFO: Iters: 11770/40000 || Lr: 0.014643 || Task Loss: 0.3306 || KD Loss: 0.3879|| Cost Time: 3:07:16 || Estimated Time: 7:29:09
2023-04-13 12:21:39,662 semantic_segmentation INFO: Iters: 11780/40000 || Lr: 0.014638 || Task Loss: 0.3459 || KD Loss: 0.3774|| Cost Time: 3:07:25 || Estimated Time: 7:28:58
2023-04-13 12:21:48,428 semantic_segmentation INFO: Iters: 11790/40000 || Lr: 0.014634 || Task Loss: 0.2391 || KD Loss: 0.4128|| Cost Time: 3:07:33 || Estimated Time: 7:28:46
2023-04-13 12:21:57,452 semantic_segmentation INFO: Iters: 11800/40000 || Lr: 0.014629 || Task Loss: 0.3498 || KD Loss: 0.3112|| Cost Time: 3:07:43 || Estimated Time: 7:28:35
2023-04-13 12:22:06,473 semantic_segmentation INFO: Iters: 11810/40000 || Lr: 0.014624 || Task Loss: 0.3345 || KD Loss: 0.3184|| Cost Time: 3:07:52 || Estimated Time: 7:28:25
2023-04-13 12:22:15,444 semantic_segmentation INFO: Iters: 11820/40000 || Lr: 0.014620 || Task Loss: 0.3546 || KD Loss: 0.4455|| Cost Time: 3:08:00 || Estimated Time: 7:28:14
2023-04-13 12:22:24,344 semantic_segmentation INFO: Iters: 11830/40000 || Lr: 0.014615 || Task Loss: 0.3296 || KD Loss: 0.4152|| Cost Time: 3:08:09 || Estimated Time: 7:28:03
2023-04-13 12:22:33,214 semantic_segmentation INFO: Iters: 11840/40000 || Lr: 0.014610 || Task Loss: 0.2887 || KD Loss: 0.3645|| Cost Time: 3:08:18 || Estimated Time: 7:27:52
2023-04-13 12:22:42,201 semantic_segmentation INFO: Iters: 11850/40000 || Lr: 0.014606 || Task Loss: 0.4525 || KD Loss: 0.3643|| Cost Time: 3:08:27 || Estimated Time: 7:27:41
2023-04-13 12:22:51,179 semantic_segmentation INFO: Iters: 11860/40000 || Lr: 0.014601 || Task Loss: 0.2557 || KD Loss: 0.3161|| Cost Time: 3:08:36 || Estimated Time: 7:27:30
2023-04-13 12:23:00,015 semantic_segmentation INFO: Iters: 11870/40000 || Lr: 0.014597 || Task Loss: 0.2151 || KD Loss: 0.3982|| Cost Time: 3:08:45 || Estimated Time: 7:27:19
2023-04-13 12:23:09,020 semantic_segmentation INFO: Iters: 11880/40000 || Lr: 0.014592 || Task Loss: 0.2253 || KD Loss: 0.3625|| Cost Time: 3:08:54 || Estimated Time: 7:27:08
2023-04-13 12:23:18,030 semantic_segmentation INFO: Iters: 11890/40000 || Lr: 0.014587 || Task Loss: 0.2719 || KD Loss: 0.2897|| Cost Time: 3:09:03 || Estimated Time: 7:26:57
2023-04-13 12:23:26,934 semantic_segmentation INFO: Iters: 11900/40000 || Lr: 0.014583 || Task Loss: 0.3309 || KD Loss: 0.4134|| Cost Time: 3:09:12 || Estimated Time: 7:26:46
2023-04-13 12:23:35,958 semantic_segmentation INFO: Iters: 11910/40000 || Lr: 0.014578 || Task Loss: 0.2739 || KD Loss: 0.3106|| Cost Time: 3:09:21 || Estimated Time: 7:26:35
2023-04-13 12:23:44,942 semantic_segmentation INFO: Iters: 11920/40000 || Lr: 0.014573 || Task Loss: 0.3522 || KD Loss: 0.3624|| Cost Time: 3:09:30 || Estimated Time: 7:26:24
2023-04-13 12:23:53,884 semantic_segmentation INFO: Iters: 11930/40000 || Lr: 0.014569 || Task Loss: 0.2095 || KD Loss: 0.3126|| Cost Time: 3:09:39 || Estimated Time: 7:26:13
2023-04-13 12:24:02,888 semantic_segmentation INFO: Iters: 11940/40000 || Lr: 0.014564 || Task Loss: 0.4731 || KD Loss: 0.4139|| Cost Time: 3:09:48 || Estimated Time: 7:26:03
2023-04-13 12:24:11,859 semantic_segmentation INFO: Iters: 11950/40000 || Lr: 0.014559 || Task Loss: 0.2722 || KD Loss: 0.3031|| Cost Time: 3:09:57 || Estimated Time: 7:25:52
2023-04-13 12:24:20,870 semantic_segmentation INFO: Iters: 11960/40000 || Lr: 0.014555 || Task Loss: 0.1900 || KD Loss: 0.3854|| Cost Time: 3:10:06 || Estimated Time: 7:25:41
2023-04-13 12:24:29,708 semantic_segmentation INFO: Iters: 11970/40000 || Lr: 0.014550 || Task Loss: 0.2492 || KD Loss: 0.3297|| Cost Time: 3:10:15 || Estimated Time: 7:25:30
2023-04-13 12:24:38,718 semantic_segmentation INFO: Iters: 11980/40000 || Lr: 0.014546 || Task Loss: 0.3502 || KD Loss: 0.4205|| Cost Time: 3:10:24 || Estimated Time: 7:25:19
2023-04-13 12:24:47,708 semantic_segmentation INFO: Iters: 11990/40000 || Lr: 0.014541 || Task Loss: 0.2839 || KD Loss: 0.3147|| Cost Time: 3:10:33 || Estimated Time: 7:25:08
2023-04-13 12:24:56,646 semantic_segmentation INFO: Iters: 12000/40000 || Lr: 0.014536 || Task Loss: 0.3548 || KD Loss: 0.4309|| Cost Time: 3:10:42 || Estimated Time: 7:24:57
2023-04-13 12:24:56,906 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 12:24:59,187 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.945, mIoU: 0.384
2023-04-13 12:24:59,602 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.955, mIoU: 0.457
2023-04-13 12:24:59,710 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.388
2023-04-13 12:24:59,802 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.954, mIoU: 0.424
2023-04-13 12:24:59,877 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.431
2023-04-13 12:24:59,952 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.436
2023-04-13 12:25:00,040 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.952, mIoU: 0.490
2023-04-13 12:25:00,120 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.507
2023-04-13 12:25:00,206 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.951, mIoU: 0.510
2023-04-13 12:25:00,293 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.542
2023-04-13 12:25:00,368 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.553
2023-04-13 12:25:00,443 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.574
2023-04-13 12:25:00,517 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.586
2023-04-13 12:25:00,594 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.589
2023-04-13 12:25:00,671 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.596
2023-04-13 12:25:00,745 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.592
2023-04-13 12:25:00,823 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.599
2023-04-13 12:25:00,898 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.604
2023-04-13 12:25:00,975 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.609
2023-04-13 12:25:01,047 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.619
2023-04-13 12:25:01,122 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.624
2023-04-13 12:25:01,192 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-13 12:25:01,265 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.930, mIoU: 0.616
2023-04-13 12:25:01,341 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-13 12:25:01,421 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-13 12:25:01,500 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-13 12:25:01,576 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-13 12:25:01,651 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-13 12:25:01,724 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 12:25:01,797 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-13 12:25:01,867 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.605
2023-04-13 12:25:01,941 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-13 12:25:02,012 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.605
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2023-04-13 12:25:02,159 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-13 12:25:02,242 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-13 12:25:02,320 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.605
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2023-04-13 12:25:02,474 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.599
2023-04-13 12:25:02,546 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.601
2023-04-13 12:25:02,620 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.605
2023-04-13 12:25:02,694 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.605
2023-04-13 12:25:02,767 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.605
2023-04-13 12:25:02,841 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.606
2023-04-13 12:25:02,912 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.603
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2023-04-13 12:25:03,069 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.603
2023-04-13 12:25:03,148 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.602
2023-04-13 12:25:03,226 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.602
2023-04-13 12:25:03,305 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.606
2023-04-13 12:25:03,381 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.607
2023-04-13 12:25:03,457 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-13 12:25:03,529 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.607
2023-04-13 12:25:03,608 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.610
2023-04-13 12:25:03,685 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.609
2023-04-13 12:25:03,761 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.606
2023-04-13 12:25:03,837 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.607
2023-04-13 12:25:03,912 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.613
2023-04-13 12:25:03,986 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.617
2023-04-13 12:25:04,056 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.616
2023-04-13 12:25:04,125 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.619
2023-04-13 12:25:04,199 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.620
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2023-04-13 12:25:04,444 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.625
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2023-04-13 12:25:04,600 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 12:25:04,677 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.623
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2023-04-13 12:25:04,984 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.622
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2023-04-13 12:25:05,208 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.621
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2023-04-13 12:25:05,962 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.611
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2023-04-13 12:25:06,393 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.613
2023-04-13 12:25:06,468 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.616
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2023-04-13 12:25:06,705 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.617
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2023-04-13 12:25:06,927 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.614
2023-04-13 12:25:07,011 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.919, mIoU: 0.611
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2023-04-13 12:25:08,901 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-13 12:25:08,972 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-13 12:25:09,047 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.613
2023-04-13 12:25:09,127 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.612
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2023-04-13 12:25:09,591 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-13 12:25:09,663 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.611
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2023-04-13 12:25:11,039 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.614
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2023-04-13 12:25:16,418 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-13 12:25:16,486 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-13 12:25:16,556 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-13 12:25:16,625 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.926, mIoU: 0.610
2023-04-13 12:25:16,695 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.926, mIoU: 0.610
2023-04-13 12:25:16,766 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.925, mIoU: 0.606
2023-04-13 12:25:16,837 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.925, mIoU: 0.605
2023-04-13 12:25:16,906 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-13 12:25:16,974 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-13 12:25:17,044 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-13 12:25:17,113 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-13 12:25:17,184 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-13 12:25:17,255 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.924, mIoU: 0.605
2023-04-13 12:25:17,326 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-13 12:25:17,398 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-13 12:25:17,470 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-13 12:25:17,542 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-13 12:25:17,611 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-13 12:25:17,681 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-13 12:25:17,746 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-13 12:25:17,813 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.925, mIoU: 0.605
2023-04-13 12:25:17,881 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.925, mIoU: 0.606
2023-04-13 12:25:17,949 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.925, mIoU: 0.606
2023-04-13 12:25:18,019 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.925, mIoU: 0.605
2023-04-13 12:25:18,086 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-13 12:25:18,156 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-13 12:25:18,224 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.923, mIoU: 0.603
2023-04-13 12:25:18,938 semantic_segmentation INFO: Overall validation pixAcc: 92.548, mIoU: 60.197
2023-04-13 12:25:27,875 semantic_segmentation INFO: Iters: 12010/40000 || Lr: 0.014532 || Task Loss: 0.2544 || KD Loss: 0.3392|| Cost Time: 3:11:13 || Estimated Time: 7:25:38
2023-04-13 12:25:36,564 semantic_segmentation INFO: Iters: 12020/40000 || Lr: 0.014527 || Task Loss: 0.2866 || KD Loss: 0.3574|| Cost Time: 3:11:22 || Estimated Time: 7:25:27
2023-04-13 12:25:45,537 semantic_segmentation INFO: Iters: 12030/40000 || Lr: 0.014522 || Task Loss: 0.2743 || KD Loss: 0.3868|| Cost Time: 3:11:31 || Estimated Time: 7:25:16
2023-04-13 12:25:54,395 semantic_segmentation INFO: Iters: 12040/40000 || Lr: 0.014518 || Task Loss: 0.2269 || KD Loss: 0.3180|| Cost Time: 3:11:39 || Estimated Time: 7:25:05
2023-04-13 12:26:03,270 semantic_segmentation INFO: Iters: 12050/40000 || Lr: 0.014513 || Task Loss: 0.2208 || KD Loss: 0.3675|| Cost Time: 3:11:48 || Estimated Time: 7:24:54
2023-04-13 12:26:12,199 semantic_segmentation INFO: Iters: 12060/40000 || Lr: 0.014508 || Task Loss: 0.2062 || KD Loss: 0.3108|| Cost Time: 3:11:57 || Estimated Time: 7:24:43
2023-04-13 12:26:21,136 semantic_segmentation INFO: Iters: 12070/40000 || Lr: 0.014504 || Task Loss: 0.2801 || KD Loss: 0.3146|| Cost Time: 3:12:06 || Estimated Time: 7:24:32
2023-04-13 12:26:30,024 semantic_segmentation INFO: Iters: 12080/40000 || Lr: 0.014499 || Task Loss: 0.3584 || KD Loss: 0.3164|| Cost Time: 3:12:15 || Estimated Time: 7:24:21
2023-04-13 12:26:38,965 semantic_segmentation INFO: Iters: 12090/40000 || Lr: 0.014495 || Task Loss: 0.5242 || KD Loss: 0.3827|| Cost Time: 3:12:24 || Estimated Time: 7:24:10
2023-04-13 12:26:47,876 semantic_segmentation INFO: Iters: 12100/40000 || Lr: 0.014490 || Task Loss: 0.3139 || KD Loss: 0.3366|| Cost Time: 3:12:33 || Estimated Time: 7:23:59
2023-04-13 12:26:56,844 semantic_segmentation INFO: Iters: 12110/40000 || Lr: 0.014485 || Task Loss: 0.2667 || KD Loss: 0.4197|| Cost Time: 3:12:42 || Estimated Time: 7:23:48
2023-04-13 12:27:05,794 semantic_segmentation INFO: Iters: 12120/40000 || Lr: 0.014481 || Task Loss: 0.3591 || KD Loss: 0.3348|| Cost Time: 3:12:51 || Estimated Time: 7:23:37
2023-04-13 12:27:14,779 semantic_segmentation INFO: Iters: 12130/40000 || Lr: 0.014476 || Task Loss: 0.3104 || KD Loss: 0.3951|| Cost Time: 3:13:00 || Estimated Time: 7:23:26
2023-04-13 12:27:23,657 semantic_segmentation INFO: Iters: 12140/40000 || Lr: 0.014471 || Task Loss: 0.3174 || KD Loss: 0.3644|| Cost Time: 3:13:09 || Estimated Time: 7:23:15
2023-04-13 12:27:32,602 semantic_segmentation INFO: Iters: 12150/40000 || Lr: 0.014467 || Task Loss: 0.2175 || KD Loss: 0.3150|| Cost Time: 3:13:18 || Estimated Time: 7:23:04
2023-04-13 12:27:41,605 semantic_segmentation INFO: Iters: 12160/40000 || Lr: 0.014462 || Task Loss: 0.3177 || KD Loss: 0.3109|| Cost Time: 3:13:27 || Estimated Time: 7:22:53
2023-04-13 12:27:50,528 semantic_segmentation INFO: Iters: 12170/40000 || Lr: 0.014457 || Task Loss: 0.3087 || KD Loss: 0.3643|| Cost Time: 3:13:36 || Estimated Time: 7:22:42
2023-04-13 12:27:59,521 semantic_segmentation INFO: Iters: 12180/40000 || Lr: 0.014453 || Task Loss: 0.2793 || KD Loss: 0.2939|| Cost Time: 3:13:45 || Estimated Time: 7:22:31
2023-04-13 12:28:08,499 semantic_segmentation INFO: Iters: 12190/40000 || Lr: 0.014448 || Task Loss: 0.2931 || KD Loss: 0.3462|| Cost Time: 3:13:54 || Estimated Time: 7:22:21
2023-04-13 12:28:17,446 semantic_segmentation INFO: Iters: 12200/40000 || Lr: 0.014443 || Task Loss: 0.2639 || KD Loss: 0.3211|| Cost Time: 3:14:02 || Estimated Time: 7:22:10
2023-04-13 12:28:26,428 semantic_segmentation INFO: Iters: 12210/40000 || Lr: 0.014439 || Task Loss: 0.2531 || KD Loss: 0.3102|| Cost Time: 3:14:11 || Estimated Time: 7:21:59
2023-04-13 12:28:35,397 semantic_segmentation INFO: Iters: 12220/40000 || Lr: 0.014434 || Task Loss: 0.1850 || KD Loss: 0.2900|| Cost Time: 3:14:20 || Estimated Time: 7:21:48
2023-04-13 12:28:44,266 semantic_segmentation INFO: Iters: 12230/40000 || Lr: 0.014430 || Task Loss: 0.1721 || KD Loss: 0.3838|| Cost Time: 3:14:29 || Estimated Time: 7:21:37
2023-04-13 12:28:53,243 semantic_segmentation INFO: Iters: 12240/40000 || Lr: 0.014425 || Task Loss: 0.3373 || KD Loss: 0.3133|| Cost Time: 3:14:38 || Estimated Time: 7:21:26
2023-04-13 12:29:02,143 semantic_segmentation INFO: Iters: 12250/40000 || Lr: 0.014420 || Task Loss: 0.3459 || KD Loss: 0.2730|| Cost Time: 3:14:47 || Estimated Time: 7:21:15
2023-04-13 12:29:11,149 semantic_segmentation INFO: Iters: 12260/40000 || Lr: 0.014416 || Task Loss: 0.3249 || KD Loss: 0.3460|| Cost Time: 3:14:56 || Estimated Time: 7:21:04
2023-04-13 12:29:20,152 semantic_segmentation INFO: Iters: 12270/40000 || Lr: 0.014411 || Task Loss: 0.2773 || KD Loss: 0.3190|| Cost Time: 3:15:05 || Estimated Time: 7:20:54
2023-04-13 12:29:29,159 semantic_segmentation INFO: Iters: 12280/40000 || Lr: 0.014406 || Task Loss: 0.2359 || KD Loss: 0.3446|| Cost Time: 3:15:14 || Estimated Time: 7:20:43
2023-04-13 12:29:38,120 semantic_segmentation INFO: Iters: 12290/40000 || Lr: 0.014402 || Task Loss: 0.3002 || KD Loss: 0.2407|| Cost Time: 3:15:23 || Estimated Time: 7:20:32
2023-04-13 12:29:47,097 semantic_segmentation INFO: Iters: 12300/40000 || Lr: 0.014397 || Task Loss: 0.3399 || KD Loss: 0.3052|| Cost Time: 3:15:32 || Estimated Time: 7:20:21
2023-04-13 12:29:55,944 semantic_segmentation INFO: Iters: 12310/40000 || Lr: 0.014392 || Task Loss: 0.2956 || KD Loss: 0.3032|| Cost Time: 3:15:41 || Estimated Time: 7:20:10
2023-04-13 12:30:04,753 semantic_segmentation INFO: Iters: 12320/40000 || Lr: 0.014388 || Task Loss: 0.2984 || KD Loss: 0.3491|| Cost Time: 3:15:50 || Estimated Time: 7:19:59
2023-04-13 12:30:13,725 semantic_segmentation INFO: Iters: 12330/40000 || Lr: 0.014383 || Task Loss: 0.4602 || KD Loss: 0.4468|| Cost Time: 3:15:59 || Estimated Time: 7:19:48
2023-04-13 12:30:22,679 semantic_segmentation INFO: Iters: 12340/40000 || Lr: 0.014378 || Task Loss: 0.3227 || KD Loss: 0.3432|| Cost Time: 3:16:08 || Estimated Time: 7:19:37
2023-04-13 12:30:31,711 semantic_segmentation INFO: Iters: 12350/40000 || Lr: 0.014374 || Task Loss: 0.1903 || KD Loss: 0.3513|| Cost Time: 3:16:17 || Estimated Time: 7:19:27
2023-04-13 12:30:40,607 semantic_segmentation INFO: Iters: 12360/40000 || Lr: 0.014369 || Task Loss: 0.2752 || KD Loss: 0.2432|| Cost Time: 3:16:26 || Estimated Time: 7:19:16
2023-04-13 12:30:49,510 semantic_segmentation INFO: Iters: 12370/40000 || Lr: 0.014364 || Task Loss: 0.5930 || KD Loss: 0.4226|| Cost Time: 3:16:35 || Estimated Time: 7:19:05
2023-04-13 12:30:58,546 semantic_segmentation INFO: Iters: 12380/40000 || Lr: 0.014360 || Task Loss: 0.2630 || KD Loss: 0.3344|| Cost Time: 3:16:44 || Estimated Time: 7:18:54
2023-04-13 12:31:07,432 semantic_segmentation INFO: Iters: 12390/40000 || Lr: 0.014355 || Task Loss: 0.2549 || KD Loss: 0.2951|| Cost Time: 3:16:52 || Estimated Time: 7:18:43
2023-04-13 12:31:16,205 semantic_segmentation INFO: Iters: 12400/40000 || Lr: 0.014351 || Task Loss: 0.2405 || KD Loss: 0.3356|| Cost Time: 3:17:01 || Estimated Time: 7:18:32
2023-04-13 12:31:16,462 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 12:31:18,573 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.411
2023-04-13 12:31:19,224 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.481
2023-04-13 12:31:19,315 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.494
2023-04-13 12:31:19,410 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.512
2023-04-13 12:31:19,490 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.499
2023-04-13 12:31:19,587 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.503
2023-04-13 12:31:19,687 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.510
2023-04-13 12:31:19,760 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.558
2023-04-13 12:31:19,837 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.605
2023-04-13 12:31:19,921 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.651
2023-04-13 12:31:20,004 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.657
2023-04-13 12:31:20,085 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.670
2023-04-13 12:31:20,162 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.681
2023-04-13 12:31:20,239 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.674
2023-04-13 12:31:20,324 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.654
2023-04-13 12:31:20,403 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.644
2023-04-13 12:31:20,482 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.648
2023-04-13 12:31:20,561 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.646
2023-04-13 12:31:20,638 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.655
2023-04-13 12:31:20,714 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.665
2023-04-13 12:31:20,788 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.668
2023-04-13 12:31:20,861 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.639
2023-04-13 12:31:20,938 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.639
2023-04-13 12:31:21,015 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-13 12:31:21,094 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-13 12:31:21,171 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-13 12:31:21,252 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 12:31:21,334 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 12:31:21,408 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-13 12:31:21,487 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-13 12:31:21,563 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-13 12:31:21,641 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-13 12:31:21,720 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 12:31:21,799 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 12:31:21,877 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 12:31:21,960 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 12:31:22,034 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-13 12:31:22,109 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-13 12:31:22,179 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 12:31:22,250 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 12:31:22,333 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-13 12:31:22,409 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.656
2023-04-13 12:31:22,485 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 12:31:22,562 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 12:31:22,643 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 12:31:22,722 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-13 12:31:22,801 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.657
2023-04-13 12:31:22,878 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.655
2023-04-13 12:31:22,957 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-13 12:31:23,034 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-13 12:31:23,110 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-13 12:31:23,190 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:31:23,264 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:31:23,341 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:31:23,420 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:31:23,500 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 12:31:23,574 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 12:31:23,650 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 12:31:23,725 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:31:23,806 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 12:31:23,885 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 12:31:23,964 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 12:31:24,042 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:31:24,118 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 12:31:24,193 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 12:31:24,267 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 12:31:24,339 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 12:31:24,414 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.675
2023-04-13 12:31:24,487 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:31:24,559 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:31:24,634 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-13 12:31:24,711 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-13 12:31:24,788 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:31:24,863 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:31:24,942 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:31:25,021 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:31:25,096 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:31:25,171 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:31:25,246 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:31:25,318 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 12:31:25,390 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 12:31:25,462 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 12:31:25,540 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 12:31:25,612 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:31:25,688 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.669
2023-04-13 12:31:25,767 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.669
2023-04-13 12:31:25,845 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.670
2023-04-13 12:31:25,924 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.931, mIoU: 0.670
2023-04-13 12:31:26,003 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.668
2023-04-13 12:31:26,080 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.932, mIoU: 0.668
2023-04-13 12:31:26,157 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.668
2023-04-13 12:31:26,232 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 12:31:26,307 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 12:31:26,389 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 12:31:26,469 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 12:31:26,544 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 12:31:26,621 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 12:31:26,695 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 12:31:26,769 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 12:31:26,841 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 12:31:26,913 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.652
2023-04-13 12:31:26,984 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 12:31:27,056 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 12:31:27,140 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 12:31:27,226 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 12:31:27,301 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 12:31:27,377 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 12:31:27,449 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 12:31:27,523 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 12:31:27,602 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 12:31:27,674 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 12:31:27,745 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 12:31:27,819 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 12:31:27,888 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 12:31:27,964 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 12:31:28,045 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 12:31:28,125 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-13 12:31:28,200 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 12:31:28,279 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 12:31:28,357 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 12:31:28,430 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 12:31:28,504 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 12:31:28,584 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 12:31:28,655 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 12:31:28,727 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 12:31:28,801 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 12:31:28,877 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-13 12:31:28,960 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 12:31:29,037 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.928, mIoU: 0.654
2023-04-13 12:31:29,116 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 12:31:29,190 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 12:31:29,277 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 12:31:29,360 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 12:31:29,438 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 12:31:29,514 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 12:31:29,589 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 12:31:29,667 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 12:31:29,740 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 12:31:29,815 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 12:31:29,893 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.652
2023-04-13 12:31:29,968 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 12:31:30,044 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 12:31:30,122 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.652
2023-04-13 12:31:30,199 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-13 12:31:30,277 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 12:31:30,352 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 12:31:30,428 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 12:31:30,499 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 12:31:30,575 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 12:31:30,648 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 12:31:30,727 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-13 12:31:30,806 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-13 12:31:30,889 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-13 12:31:30,962 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-13 12:31:31,038 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 12:31:31,111 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 12:31:31,184 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 12:31:31,262 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 12:31:31,336 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 12:31:31,406 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-13 12:31:31,482 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-13 12:31:31,559 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-13 12:31:31,636 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 12:31:31,711 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-13 12:31:31,788 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-13 12:31:31,861 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 12:31:31,932 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-13 12:31:32,007 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 12:31:32,081 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 12:31:32,154 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 12:31:32,226 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 12:31:32,300 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 12:31:32,381 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 12:31:32,460 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 12:31:32,534 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-13 12:31:32,608 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-13 12:31:32,682 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-13 12:31:32,753 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-13 12:31:32,825 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 12:31:32,899 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 12:31:32,971 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 12:31:33,045 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 12:31:33,119 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 12:31:33,195 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 12:31:33,271 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 12:31:33,348 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 12:31:33,427 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 12:31:33,509 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 12:31:33,587 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-13 12:31:33,667 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-13 12:31:33,742 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-13 12:31:33,819 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-13 12:31:33,897 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 12:31:33,970 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 12:31:34,044 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 12:31:34,117 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 12:31:34,198 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 12:31:34,273 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 12:31:34,350 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 12:31:34,425 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 12:31:34,499 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-13 12:31:34,574 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-13 12:31:34,654 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-13 12:31:34,733 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-13 12:31:34,808 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-13 12:31:34,885 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-13 12:31:34,961 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-13 12:31:35,033 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 12:31:35,105 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 12:31:35,176 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 12:31:35,247 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 12:31:35,322 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 12:31:35,398 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-13 12:31:35,482 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-13 12:31:35,564 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-13 12:31:35,640 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-13 12:31:35,713 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-13 12:31:35,790 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 12:31:35,864 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 12:31:35,933 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-13 12:31:36,008 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 12:31:36,081 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 12:31:36,153 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:31:36,225 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:31:36,296 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:31:36,367 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:31:36,438 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:31:36,510 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-13 12:31:36,579 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 12:31:36,648 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-13 12:31:36,715 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:36,780 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:36,847 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:36,912 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:36,978 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:37,049 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:37,122 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-13 12:31:37,198 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-13 12:31:37,270 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.933, mIoU: 0.652
2023-04-13 12:31:37,342 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:37,414 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:37,484 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:37,550 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 12:31:37,620 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 12:31:37,687 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 12:31:37,754 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 12:31:37,820 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 12:31:37,884 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 12:31:37,951 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 12:31:38,017 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 12:31:38,612 semantic_segmentation INFO: Overall validation pixAcc: 94.062, mIoU: 66.106
2023-04-13 12:31:47,681 semantic_segmentation INFO: Iters: 12410/40000 || Lr: 0.014346 || Task Loss: 0.2522 || KD Loss: 0.3671|| Cost Time: 3:17:33 || Estimated Time: 7:19:11
2023-04-13 12:31:56,362 semantic_segmentation INFO: Iters: 12420/40000 || Lr: 0.014341 || Task Loss: 0.2665 || KD Loss: 0.3967|| Cost Time: 3:17:41 || Estimated Time: 7:19:00
2023-04-13 12:32:05,193 semantic_segmentation INFO: Iters: 12430/40000 || Lr: 0.014337 || Task Loss: 0.2171 || KD Loss: 0.3243|| Cost Time: 3:17:50 || Estimated Time: 7:18:48
2023-04-13 12:32:14,046 semantic_segmentation INFO: Iters: 12440/40000 || Lr: 0.014332 || Task Loss: 0.3002 || KD Loss: 0.2771|| Cost Time: 3:17:59 || Estimated Time: 7:18:37
2023-04-13 12:32:22,949 semantic_segmentation INFO: Iters: 12450/40000 || Lr: 0.014327 || Task Loss: 0.2722 || KD Loss: 0.2638|| Cost Time: 3:18:08 || Estimated Time: 7:18:26
2023-04-13 12:32:31,895 semantic_segmentation INFO: Iters: 12460/40000 || Lr: 0.014323 || Task Loss: 0.4123 || KD Loss: 0.3860|| Cost Time: 3:18:17 || Estimated Time: 7:18:16
2023-04-13 12:32:40,870 semantic_segmentation INFO: Iters: 12470/40000 || Lr: 0.014318 || Task Loss: 0.3076 || KD Loss: 0.3265|| Cost Time: 3:18:26 || Estimated Time: 7:18:05
2023-04-13 12:32:49,792 semantic_segmentation INFO: Iters: 12480/40000 || Lr: 0.014313 || Task Loss: 0.1821 || KD Loss: 0.4103|| Cost Time: 3:18:35 || Estimated Time: 7:17:54
2023-04-13 12:32:58,554 semantic_segmentation INFO: Iters: 12490/40000 || Lr: 0.014309 || Task Loss: 0.3101 || KD Loss: 0.3444|| Cost Time: 3:18:44 || Estimated Time: 7:17:42
2023-04-13 12:33:07,642 semantic_segmentation INFO: Iters: 12500/40000 || Lr: 0.014304 || Task Loss: 0.3505 || KD Loss: 0.2933|| Cost Time: 3:18:53 || Estimated Time: 7:17:32
2023-04-13 12:33:16,637 semantic_segmentation INFO: Iters: 12510/40000 || Lr: 0.014299 || Task Loss: 0.3434 || KD Loss: 0.4318|| Cost Time: 3:19:02 || Estimated Time: 7:17:21
2023-04-13 12:33:25,625 semantic_segmentation INFO: Iters: 12520/40000 || Lr: 0.014295 || Task Loss: 0.2465 || KD Loss: 0.3900|| Cost Time: 3:19:11 || Estimated Time: 7:17:10
2023-04-13 12:33:34,624 semantic_segmentation INFO: Iters: 12530/40000 || Lr: 0.014290 || Task Loss: 0.3656 || KD Loss: 0.3162|| Cost Time: 3:19:20 || Estimated Time: 7:17:00
2023-04-13 12:33:43,613 semantic_segmentation INFO: Iters: 12540/40000 || Lr: 0.014285 || Task Loss: 0.2206 || KD Loss: 0.2987|| Cost Time: 3:19:29 || Estimated Time: 7:16:49
2023-04-13 12:33:52,640 semantic_segmentation INFO: Iters: 12550/40000 || Lr: 0.014281 || Task Loss: 0.2386 || KD Loss: 0.3117|| Cost Time: 3:19:38 || Estimated Time: 7:16:38
2023-04-13 12:34:01,618 semantic_segmentation INFO: Iters: 12560/40000 || Lr: 0.014276 || Task Loss: 0.2467 || KD Loss: 0.3227|| Cost Time: 3:19:47 || Estimated Time: 7:16:27
2023-04-13 12:34:10,600 semantic_segmentation INFO: Iters: 12570/40000 || Lr: 0.014272 || Task Loss: 0.2335 || KD Loss: 0.3283|| Cost Time: 3:19:56 || Estimated Time: 7:16:17
2023-04-13 12:34:19,558 semantic_segmentation INFO: Iters: 12580/40000 || Lr: 0.014267 || Task Loss: 0.1596 || KD Loss: 0.2314|| Cost Time: 3:20:05 || Estimated Time: 7:16:06
2023-04-13 12:34:28,552 semantic_segmentation INFO: Iters: 12590/40000 || Lr: 0.014262 || Task Loss: 0.2953 || KD Loss: 0.3803|| Cost Time: 3:20:14 || Estimated Time: 7:15:55
2023-04-13 12:34:37,481 semantic_segmentation INFO: Iters: 12600/40000 || Lr: 0.014258 || Task Loss: 0.2624 || KD Loss: 0.2499|| Cost Time: 3:20:23 || Estimated Time: 7:15:44
2023-04-13 12:34:46,470 semantic_segmentation INFO: Iters: 12610/40000 || Lr: 0.014253 || Task Loss: 0.1990 || KD Loss: 0.2634|| Cost Time: 3:20:32 || Estimated Time: 7:15:33
2023-04-13 12:34:55,437 semantic_segmentation INFO: Iters: 12620/40000 || Lr: 0.014248 || Task Loss: 0.3013 || KD Loss: 0.3510|| Cost Time: 3:20:40 || Estimated Time: 7:15:23
2023-04-13 12:35:04,309 semantic_segmentation INFO: Iters: 12630/40000 || Lr: 0.014244 || Task Loss: 0.4755 || KD Loss: 0.4359|| Cost Time: 3:20:49 || Estimated Time: 7:15:12
2023-04-13 12:35:13,261 semantic_segmentation INFO: Iters: 12640/40000 || Lr: 0.014239 || Task Loss: 0.3475 || KD Loss: 0.3527|| Cost Time: 3:20:58 || Estimated Time: 7:15:01
2023-04-13 12:35:22,272 semantic_segmentation INFO: Iters: 12650/40000 || Lr: 0.014234 || Task Loss: 0.2840 || KD Loss: 0.2951|| Cost Time: 3:21:07 || Estimated Time: 7:14:50
2023-04-13 12:35:31,247 semantic_segmentation INFO: Iters: 12660/40000 || Lr: 0.014230 || Task Loss: 0.2891 || KD Loss: 0.3494|| Cost Time: 3:21:16 || Estimated Time: 7:14:39
2023-04-13 12:35:40,142 semantic_segmentation INFO: Iters: 12670/40000 || Lr: 0.014225 || Task Loss: 0.3070 || KD Loss: 0.4061|| Cost Time: 3:21:25 || Estimated Time: 7:14:29
2023-04-13 12:35:49,173 semantic_segmentation INFO: Iters: 12680/40000 || Lr: 0.014220 || Task Loss: 0.2701 || KD Loss: 0.3365|| Cost Time: 3:21:34 || Estimated Time: 7:14:18
2023-04-13 12:35:58,148 semantic_segmentation INFO: Iters: 12690/40000 || Lr: 0.014216 || Task Loss: 0.4152 || KD Loss: 0.4084|| Cost Time: 3:21:43 || Estimated Time: 7:14:07
2023-04-13 12:36:07,096 semantic_segmentation INFO: Iters: 12700/40000 || Lr: 0.014211 || Task Loss: 0.4601 || KD Loss: 0.4209|| Cost Time: 3:21:52 || Estimated Time: 7:13:56
2023-04-13 12:36:16,084 semantic_segmentation INFO: Iters: 12710/40000 || Lr: 0.014206 || Task Loss: 0.3403 || KD Loss: 0.3655|| Cost Time: 3:22:01 || Estimated Time: 7:13:46
2023-04-13 12:36:25,070 semantic_segmentation INFO: Iters: 12720/40000 || Lr: 0.014202 || Task Loss: 0.2424 || KD Loss: 0.2717|| Cost Time: 3:22:10 || Estimated Time: 7:13:35
2023-04-13 12:36:33,997 semantic_segmentation INFO: Iters: 12730/40000 || Lr: 0.014197 || Task Loss: 0.2743 || KD Loss: 0.3224|| Cost Time: 3:22:19 || Estimated Time: 7:13:24
2023-04-13 12:36:42,989 semantic_segmentation INFO: Iters: 12740/40000 || Lr: 0.014192 || Task Loss: 0.4153 || KD Loss: 0.3452|| Cost Time: 3:22:28 || Estimated Time: 7:13:13
2023-04-13 12:36:51,831 semantic_segmentation INFO: Iters: 12750/40000 || Lr: 0.014188 || Task Loss: 0.2073 || KD Loss: 0.3379|| Cost Time: 3:22:37 || Estimated Time: 7:13:02
2023-04-13 12:37:00,797 semantic_segmentation INFO: Iters: 12760/40000 || Lr: 0.014183 || Task Loss: 0.3106 || KD Loss: 0.3764|| Cost Time: 3:22:46 || Estimated Time: 7:12:52
2023-04-13 12:37:09,758 semantic_segmentation INFO: Iters: 12770/40000 || Lr: 0.014178 || Task Loss: 0.2332 || KD Loss: 0.3290|| Cost Time: 3:22:55 || Estimated Time: 7:12:41
2023-04-13 12:37:18,709 semantic_segmentation INFO: Iters: 12780/40000 || Lr: 0.014174 || Task Loss: 0.5232 || KD Loss: 0.4074|| Cost Time: 3:23:04 || Estimated Time: 7:12:30
2023-04-13 12:37:27,671 semantic_segmentation INFO: Iters: 12790/40000 || Lr: 0.014169 || Task Loss: 0.3034 || KD Loss: 0.3427|| Cost Time: 3:23:13 || Estimated Time: 7:12:19
2023-04-13 12:37:36,655 semantic_segmentation INFO: Iters: 12800/40000 || Lr: 0.014165 || Task Loss: 0.3459 || KD Loss: 0.3709|| Cost Time: 3:23:22 || Estimated Time: 7:12:09
2023-04-13 12:37:36,913 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 12:37:39,319 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.404
2023-04-13 12:37:39,481 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.476
2023-04-13 12:37:39,602 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.496
2023-04-13 12:37:39,695 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.525
2023-04-13 12:37:39,786 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.512
2023-04-13 12:37:39,872 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.513
2023-04-13 12:37:39,963 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.570
2023-04-13 12:37:40,046 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.610
2023-04-13 12:37:40,128 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.635
2023-04-13 12:37:40,211 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.691
2023-04-13 12:37:40,288 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.695
2023-04-13 12:37:40,364 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.712
2023-04-13 12:37:40,436 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.706
2023-04-13 12:37:40,507 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.707
2023-04-13 12:37:40,580 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.693
2023-04-13 12:37:40,656 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.681
2023-04-13 12:37:40,735 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.683
2023-04-13 12:37:40,812 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.692
2023-04-13 12:37:40,887 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.697
2023-04-13 12:37:40,962 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.705
2023-04-13 12:37:41,037 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.706
2023-04-13 12:37:41,112 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.662
2023-04-13 12:37:41,182 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.663
2023-04-13 12:37:41,252 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.668
2023-04-13 12:37:41,324 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-13 12:37:41,398 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 12:37:41,470 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.670
2023-04-13 12:37:41,546 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-13 12:37:41,617 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:37:41,700 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:37:41,784 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:37:41,864 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 12:37:41,940 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 12:37:42,012 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:37:42,087 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 12:37:42,165 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 12:37:42,241 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:37:42,319 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 12:37:42,395 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 12:37:42,470 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:37:42,544 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 12:37:42,616 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 12:37:42,693 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 12:37:42,773 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-13 12:37:42,846 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.663
2023-04-13 12:37:42,923 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-13 12:37:42,996 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-13 12:37:43,068 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-13 12:37:43,143 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-13 12:37:43,221 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-13 12:37:43,298 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-13 12:37:43,367 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 12:37:43,442 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 12:37:43,514 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 12:37:43,597 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 12:37:43,681 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 12:37:43,752 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 12:37:43,829 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.681
2023-04-13 12:37:43,908 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 12:37:43,978 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-13 12:37:44,052 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 12:37:44,127 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 12:37:44,200 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 12:37:44,272 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 12:37:44,349 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-13 12:37:44,426 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 12:37:44,504 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 12:37:44,580 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-13 12:37:44,655 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 12:37:44,728 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:37:44,802 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:37:44,875 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 12:37:44,950 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:37:45,029 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:37:45,108 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 12:37:45,181 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:37:45,254 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:37:45,329 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:37:45,401 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:37:45,473 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 12:37:45,548 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 12:37:45,621 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:37:45,691 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:37:45,762 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 12:37:45,838 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-13 12:37:45,908 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-13 12:37:45,984 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-13 12:37:46,061 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-13 12:37:46,140 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 12:37:46,213 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 12:37:46,288 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-13 12:37:46,364 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.675
2023-04-13 12:37:46,438 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-13 12:37:46,511 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 12:37:46,586 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 12:37:46,656 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 12:37:46,731 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 12:37:46,807 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 12:37:46,882 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 12:37:46,962 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 12:37:47,042 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 12:37:47,116 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.932, mIoU: 0.673
2023-04-13 12:37:47,191 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.932, mIoU: 0.673
2023-04-13 12:37:47,263 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.932, mIoU: 0.673
2023-04-13 12:37:47,332 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:37:47,406 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:37:47,483 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:37:47,562 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 12:37:47,644 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 12:37:47,724 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.932, mIoU: 0.673
2023-04-13 12:37:47,805 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.932, mIoU: 0.673
2023-04-13 12:37:47,882 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.932, mIoU: 0.673
2023-04-13 12:37:47,957 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:37:48,029 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:37:48,107 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:37:48,184 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:37:48,259 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 12:37:48,335 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.675
2023-04-13 12:37:48,411 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 12:37:48,488 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 12:37:48,563 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:37:48,638 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:37:48,723 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:37:48,800 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.679
2023-04-13 12:37:48,876 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-13 12:37:48,949 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-13 12:37:49,020 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-13 12:37:49,092 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-13 12:37:49,167 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-13 12:37:49,238 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-13 12:37:49,310 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-13 12:37:49,378 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.933, mIoU: 0.677
2023-04-13 12:37:49,451 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.933, mIoU: 0.676
2023-04-13 12:37:49,529 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.933, mIoU: 0.676
2023-04-13 12:37:49,602 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.675
2023-04-13 12:37:49,678 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.933, mIoU: 0.675
2023-04-13 12:37:49,762 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 12:37:49,842 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:37:49,921 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:37:49,996 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:37:50,074 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:37:50,147 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:37:50,221 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:37:50,293 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:37:50,368 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:37:50,444 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:37:50,521 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:37:50,598 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:37:50,671 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:37:50,747 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:37:50,822 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:37:50,894 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 12:37:50,964 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.933, mIoU: 0.675
2023-04-13 12:37:51,035 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.933, mIoU: 0.675
2023-04-13 12:37:51,107 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.933, mIoU: 0.675
2023-04-13 12:37:51,183 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.934, mIoU: 0.676
2023-04-13 12:37:51,258 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.934, mIoU: 0.676
2023-04-13 12:37:51,336 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.934, mIoU: 0.676
2023-04-13 12:37:51,417 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.934, mIoU: 0.676
2023-04-13 12:37:51,497 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.934, mIoU: 0.676
2023-04-13 12:37:51,572 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 12:37:51,644 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:37:51,722 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 12:37:51,795 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:37:51,867 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:37:51,943 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:37:52,024 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:37:52,108 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 12:37:52,189 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-13 12:37:52,264 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:37:52,340 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:37:52,412 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:37:52,483 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:37:52,553 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:37:52,630 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 12:37:52,702 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:37:52,779 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:37:52,855 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:37:52,933 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:37:53,011 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:37:53,084 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 12:37:53,157 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:37:53,231 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 12:37:53,302 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 12:37:53,374 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:37:53,444 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 12:37:53,515 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 12:37:53,595 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 12:37:53,679 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 12:37:53,757 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:37:53,834 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:37:53,909 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:37:53,984 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:37:54,057 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:37:54,129 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:37:54,198 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:37:54,269 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:37:54,341 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:37:54,418 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:37:54,504 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:37:54,584 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:37:54,660 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:37:54,737 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-13 12:37:54,812 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-13 12:37:54,886 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-13 12:37:54,962 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-13 12:37:55,033 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-13 12:37:55,108 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:55,184 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:55,260 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:55,336 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:55,410 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:55,486 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:55,560 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 12:37:55,634 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:55,709 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:55,786 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:55,865 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-13 12:37:55,943 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-13 12:37:56,020 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-13 12:37:56,091 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:56,162 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-13 12:37:56,233 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-13 12:37:56,303 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-13 12:37:56,371 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-13 12:37:56,440 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:56,507 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-13 12:37:56,574 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-13 12:37:56,640 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-13 12:37:56,705 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:56,769 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 12:37:56,832 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:56,897 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:56,961 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:57,026 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:57,093 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:57,159 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:57,227 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:57,297 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:57,371 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:37:57,444 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 12:37:57,517 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:57,588 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:57,660 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-13 12:37:57,733 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-13 12:37:57,803 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.938, mIoU: 0.669
2023-04-13 12:37:57,872 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.938, mIoU: 0.669
2023-04-13 12:37:57,938 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-13 12:37:58,006 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:58,074 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-13 12:37:58,981 semantic_segmentation INFO: Overall validation pixAcc: 94.388, mIoU: 67.121
2023-04-13 12:38:08,011 semantic_segmentation INFO: Iters: 12810/40000 || Lr: 0.014160 || Task Loss: 0.3812 || KD Loss: 0.3301|| Cost Time: 3:23:53 || Estimated Time: 7:12:45
2023-04-13 12:38:16,889 semantic_segmentation INFO: Iters: 12820/40000 || Lr: 0.014155 || Task Loss: 0.4165 || KD Loss: 0.4125|| Cost Time: 3:24:02 || Estimated Time: 7:12:34
2023-04-13 12:38:25,748 semantic_segmentation INFO: Iters: 12830/40000 || Lr: 0.014151 || Task Loss: 0.2644 || KD Loss: 0.3849|| Cost Time: 3:24:11 || Estimated Time: 7:12:23
2023-04-13 12:38:34,669 semantic_segmentation INFO: Iters: 12840/40000 || Lr: 0.014146 || Task Loss: 0.2164 || KD Loss: 0.3278|| Cost Time: 3:24:20 || Estimated Time: 7:12:13
2023-04-13 12:38:43,612 semantic_segmentation INFO: Iters: 12850/40000 || Lr: 0.014141 || Task Loss: 0.3156 || KD Loss: 0.3979|| Cost Time: 3:24:29 || Estimated Time: 7:12:02
2023-04-13 12:38:52,314 semantic_segmentation INFO: Iters: 12860/40000 || Lr: 0.014137 || Task Loss: 0.2422 || KD Loss: 0.3935|| Cost Time: 3:24:37 || Estimated Time: 7:11:50
2023-04-13 12:39:01,127 semantic_segmentation INFO: Iters: 12870/40000 || Lr: 0.014132 || Task Loss: 0.2790 || KD Loss: 0.3671|| Cost Time: 3:24:46 || Estimated Time: 7:11:39
2023-04-13 12:39:10,063 semantic_segmentation INFO: Iters: 12880/40000 || Lr: 0.014127 || Task Loss: 0.2550 || KD Loss: 0.3332|| Cost Time: 3:24:55 || Estimated Time: 7:11:28
2023-04-13 12:39:19,026 semantic_segmentation INFO: Iters: 12890/40000 || Lr: 0.014123 || Task Loss: 0.3525 || KD Loss: 0.2903|| Cost Time: 3:25:04 || Estimated Time: 7:11:18
2023-04-13 12:39:28,002 semantic_segmentation INFO: Iters: 12900/40000 || Lr: 0.014118 || Task Loss: 0.2292 || KD Loss: 0.3417|| Cost Time: 3:25:13 || Estimated Time: 7:11:07
2023-04-13 12:39:36,992 semantic_segmentation INFO: Iters: 12910/40000 || Lr: 0.014113 || Task Loss: 0.3901 || KD Loss: 0.3880|| Cost Time: 3:25:22 || Estimated Time: 7:10:56
2023-04-13 12:39:45,791 semantic_segmentation INFO: Iters: 12920/40000 || Lr: 0.014109 || Task Loss: 0.3205 || KD Loss: 0.3293|| Cost Time: 3:25:31 || Estimated Time: 7:10:45
2023-04-13 12:39:54,873 semantic_segmentation INFO: Iters: 12930/40000 || Lr: 0.014104 || Task Loss: 0.2755 || KD Loss: 0.3809|| Cost Time: 3:25:40 || Estimated Time: 7:10:35
2023-04-13 12:40:03,967 semantic_segmentation INFO: Iters: 12940/40000 || Lr: 0.014099 || Task Loss: 0.2420 || KD Loss: 0.2984|| Cost Time: 3:25:49 || Estimated Time: 7:10:24
2023-04-13 12:40:12,823 semantic_segmentation INFO: Iters: 12950/40000 || Lr: 0.014095 || Task Loss: 0.2607 || KD Loss: 0.3354|| Cost Time: 3:25:58 || Estimated Time: 7:10:13
2023-04-13 12:40:21,814 semantic_segmentation INFO: Iters: 12960/40000 || Lr: 0.014090 || Task Loss: 0.2134 || KD Loss: 0.3441|| Cost Time: 3:26:07 || Estimated Time: 7:10:02
2023-04-13 12:40:30,819 semantic_segmentation INFO: Iters: 12970/40000 || Lr: 0.014085 || Task Loss: 0.2830 || KD Loss: 0.3628|| Cost Time: 3:26:16 || Estimated Time: 7:09:52
2023-04-13 12:40:39,658 semantic_segmentation INFO: Iters: 12980/40000 || Lr: 0.014081 || Task Loss: 0.2045 || KD Loss: 0.2856|| Cost Time: 3:26:25 || Estimated Time: 7:09:41
2023-04-13 12:40:48,565 semantic_segmentation INFO: Iters: 12990/40000 || Lr: 0.014076 || Task Loss: 0.2837 || KD Loss: 0.3526|| Cost Time: 3:26:34 || Estimated Time: 7:09:30
2023-04-13 12:40:57,509 semantic_segmentation INFO: Iters: 13000/40000 || Lr: 0.014071 || Task Loss: 0.2585 || KD Loss: 0.3942|| Cost Time: 3:26:43 || Estimated Time: 7:09:19
2023-04-13 12:41:06,519 semantic_segmentation INFO: Iters: 13010/40000 || Lr: 0.014067 || Task Loss: 0.2378 || KD Loss: 0.3318|| Cost Time: 3:26:52 || Estimated Time: 7:09:08
2023-04-13 12:41:15,556 semantic_segmentation INFO: Iters: 13020/40000 || Lr: 0.014062 || Task Loss: 0.3678 || KD Loss: 0.2970|| Cost Time: 3:27:01 || Estimated Time: 7:08:58
2023-04-13 12:41:24,501 semantic_segmentation INFO: Iters: 13030/40000 || Lr: 0.014057 || Task Loss: 0.4200 || KD Loss: 0.3987|| Cost Time: 3:27:10 || Estimated Time: 7:08:47
2023-04-13 12:41:33,455 semantic_segmentation INFO: Iters: 13040/40000 || Lr: 0.014053 || Task Loss: 0.4093 || KD Loss: 0.3584|| Cost Time: 3:27:19 || Estimated Time: 7:08:36
2023-04-13 12:41:42,407 semantic_segmentation INFO: Iters: 13050/40000 || Lr: 0.014048 || Task Loss: 0.2274 || KD Loss: 0.3085|| Cost Time: 3:27:27 || Estimated Time: 7:08:26
2023-04-13 12:41:51,381 semantic_segmentation INFO: Iters: 13060/40000 || Lr: 0.014043 || Task Loss: 0.2897 || KD Loss: 0.3660|| Cost Time: 3:27:36 || Estimated Time: 7:08:15
2023-04-13 12:42:00,375 semantic_segmentation INFO: Iters: 13070/40000 || Lr: 0.014039 || Task Loss: 0.3036 || KD Loss: 0.3897|| Cost Time: 3:27:45 || Estimated Time: 7:08:04
2023-04-13 12:42:09,318 semantic_segmentation INFO: Iters: 13080/40000 || Lr: 0.014034 || Task Loss: 0.2504 || KD Loss: 0.3311|| Cost Time: 3:27:54 || Estimated Time: 7:07:53
2023-04-13 12:42:18,304 semantic_segmentation INFO: Iters: 13090/40000 || Lr: 0.014030 || Task Loss: 0.3107 || KD Loss: 0.2955|| Cost Time: 3:28:03 || Estimated Time: 7:07:43
2023-04-13 12:42:27,307 semantic_segmentation INFO: Iters: 13100/40000 || Lr: 0.014025 || Task Loss: 0.3555 || KD Loss: 0.4103|| Cost Time: 3:28:12 || Estimated Time: 7:07:32
2023-04-13 12:42:36,235 semantic_segmentation INFO: Iters: 13110/40000 || Lr: 0.014020 || Task Loss: 0.2783 || KD Loss: 0.3128|| Cost Time: 3:28:21 || Estimated Time: 7:07:21
2023-04-13 12:42:45,131 semantic_segmentation INFO: Iters: 13120/40000 || Lr: 0.014016 || Task Loss: 0.2746 || KD Loss: 0.3450|| Cost Time: 3:28:30 || Estimated Time: 7:07:11
2023-04-13 12:42:53,820 semantic_segmentation INFO: Iters: 13130/40000 || Lr: 0.014011 || Task Loss: 0.2592 || KD Loss: 0.2970|| Cost Time: 3:28:39 || Estimated Time: 7:06:59
2023-04-13 12:43:02,806 semantic_segmentation INFO: Iters: 13140/40000 || Lr: 0.014006 || Task Loss: 0.2764 || KD Loss: 0.3438|| Cost Time: 3:28:48 || Estimated Time: 7:06:49
2023-04-13 12:43:11,787 semantic_segmentation INFO: Iters: 13150/40000 || Lr: 0.014002 || Task Loss: 0.3207 || KD Loss: 0.2873|| Cost Time: 3:28:57 || Estimated Time: 7:06:38
2023-04-13 12:43:20,839 semantic_segmentation INFO: Iters: 13160/40000 || Lr: 0.013997 || Task Loss: 0.2661 || KD Loss: 0.2939|| Cost Time: 3:29:06 || Estimated Time: 7:06:27
2023-04-13 12:43:29,867 semantic_segmentation INFO: Iters: 13170/40000 || Lr: 0.013992 || Task Loss: 0.2681 || KD Loss: 0.3366|| Cost Time: 3:29:15 || Estimated Time: 7:06:17
2023-04-13 12:43:38,784 semantic_segmentation INFO: Iters: 13180/40000 || Lr: 0.013988 || Task Loss: 0.3355 || KD Loss: 0.3608|| Cost Time: 3:29:24 || Estimated Time: 7:06:06
2023-04-13 12:43:47,781 semantic_segmentation INFO: Iters: 13190/40000 || Lr: 0.013983 || Task Loss: 0.1928 || KD Loss: 0.3243|| Cost Time: 3:29:33 || Estimated Time: 7:05:55
2023-04-13 12:43:56,754 semantic_segmentation INFO: Iters: 13200/40000 || Lr: 0.013978 || Task Loss: 0.3697 || KD Loss: 0.3307|| Cost Time: 3:29:42 || Estimated Time: 7:05:45
2023-04-13 12:43:57,035 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 12:43:59,920 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.403
2023-04-13 12:44:00,018 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.476
2023-04-13 12:44:00,105 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.486
2023-04-13 12:44:00,183 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.510
2023-04-13 12:44:00,253 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.507
2023-04-13 12:44:00,327 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.512
2023-04-13 12:44:00,398 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.553
2023-04-13 12:44:00,469 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.593
2023-04-13 12:44:00,548 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.638
2023-04-13 12:44:00,618 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.677
2023-04-13 12:44:00,693 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.684
2023-04-13 12:44:00,770 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.717
2023-04-13 12:44:00,851 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.702
2023-04-13 12:44:00,930 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.702
2023-04-13 12:44:01,007 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.691
2023-04-13 12:44:01,083 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.683
2023-04-13 12:44:01,156 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.686
2023-04-13 12:44:01,234 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.692
2023-04-13 12:44:01,307 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.699
2023-04-13 12:44:01,385 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.703
2023-04-13 12:44:01,465 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.705
2023-04-13 12:44:01,542 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-13 12:44:01,616 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.672
2023-04-13 12:44:01,690 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-13 12:44:01,760 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 12:44:01,832 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 12:44:01,904 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 12:44:01,975 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 12:44:02,045 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 12:44:02,130 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 12:44:02,207 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-13 12:44:02,283 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-13 12:44:02,362 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 12:44:02,434 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 12:44:02,508 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 12:44:02,579 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 12:44:02,649 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 12:44:02,722 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 12:44:02,801 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-13 12:44:02,877 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-13 12:44:02,954 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-13 12:44:03,034 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-13 12:44:03,111 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-13 12:44:03,188 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-13 12:44:03,263 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.661
2023-04-13 12:44:03,336 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.660
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2023-04-13 12:44:03,641 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.664
2023-04-13 12:44:03,719 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.663
2023-04-13 12:44:03,799 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.668
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2023-04-13 12:44:03,954 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.669
2023-04-13 12:44:04,027 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-13 12:44:04,099 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 12:44:04,176 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-13 12:44:04,257 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 12:44:04,337 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 12:44:04,413 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.678
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2023-04-13 12:44:04,576 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 12:44:04,651 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 12:44:04,720 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 12:44:04,797 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.684
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2023-04-13 12:44:04,961 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.683
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2023-04-13 12:44:05,111 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-13 12:44:05,186 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.680
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2023-04-13 12:44:05,346 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 12:44:05,423 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.671
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2023-04-13 12:44:05,575 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.672
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2023-04-13 12:44:05,722 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 12:44:05,796 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.672
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2023-04-13 12:44:06,014 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.675
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2023-04-13 12:44:06,324 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.935, mIoU: 0.670
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2023-04-13 12:44:06,547 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 12:44:06,621 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.669
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2023-04-13 12:44:06,851 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.683
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2023-04-13 12:44:07,076 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.683
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2023-04-13 12:44:08,867 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.668
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2023-04-13 12:44:11,038 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.675
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2023-04-13 12:44:11,257 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.936, mIoU: 0.677
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2023-04-13 12:44:12,692 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.678
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2023-04-13 12:44:14,128 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.938, mIoU: 0.676
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2023-04-13 12:44:17,855 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 12:44:17,921 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 12:44:17,983 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 12:44:18,047 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 12:44:18,114 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 12:44:18,180 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 12:44:18,246 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 12:44:18,312 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 12:44:18,383 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 12:44:18,453 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 12:44:18,776 semantic_segmentation INFO: Overall validation pixAcc: 94.542, mIoU: 68.691
2023-04-13 12:44:27,833 semantic_segmentation INFO: Iters: 13210/40000 || Lr: 0.013974 || Task Loss: 0.2479 || KD Loss: 0.3528|| Cost Time: 3:30:13 || Estimated Time: 7:06:19
2023-04-13 12:44:36,433 semantic_segmentation INFO: Iters: 13220/40000 || Lr: 0.013969 || Task Loss: 0.2874 || KD Loss: 0.3203|| Cost Time: 3:30:21 || Estimated Time: 7:06:08
2023-04-13 12:44:45,268 semantic_segmentation INFO: Iters: 13230/40000 || Lr: 0.013964 || Task Loss: 0.2749 || KD Loss: 0.3004|| Cost Time: 3:30:30 || Estimated Time: 7:05:57
2023-04-13 12:44:54,241 semantic_segmentation INFO: Iters: 13240/40000 || Lr: 0.013960 || Task Loss: 0.2294 || KD Loss: 0.3002|| Cost Time: 3:30:39 || Estimated Time: 7:05:46
2023-04-13 12:45:03,226 semantic_segmentation INFO: Iters: 13250/40000 || Lr: 0.013955 || Task Loss: 0.4004 || KD Loss: 0.4789|| Cost Time: 3:30:48 || Estimated Time: 7:05:35
2023-04-13 12:45:12,091 semantic_segmentation INFO: Iters: 13260/40000 || Lr: 0.013950 || Task Loss: 0.3519 || KD Loss: 0.4344|| Cost Time: 3:30:57 || Estimated Time: 7:05:24
2023-04-13 12:45:20,966 semantic_segmentation INFO: Iters: 13270/40000 || Lr: 0.013946 || Task Loss: 0.2433 || KD Loss: 0.4211|| Cost Time: 3:31:06 || Estimated Time: 7:05:13
2023-04-13 12:45:29,856 semantic_segmentation INFO: Iters: 13280/40000 || Lr: 0.013941 || Task Loss: 0.2435 || KD Loss: 0.3625|| Cost Time: 3:31:15 || Estimated Time: 7:05:02
2023-04-13 12:45:38,739 semantic_segmentation INFO: Iters: 13290/40000 || Lr: 0.013936 || Task Loss: 0.2221 || KD Loss: 0.2604|| Cost Time: 3:31:24 || Estimated Time: 7:04:52
2023-04-13 12:45:47,689 semantic_segmentation INFO: Iters: 13300/40000 || Lr: 0.013932 || Task Loss: 0.3325 || KD Loss: 0.3226|| Cost Time: 3:31:33 || Estimated Time: 7:04:41
2023-04-13 12:45:56,579 semantic_segmentation INFO: Iters: 13310/40000 || Lr: 0.013927 || Task Loss: 0.3649 || KD Loss: 0.4392|| Cost Time: 3:31:42 || Estimated Time: 7:04:30
2023-04-13 12:46:05,553 semantic_segmentation INFO: Iters: 13320/40000 || Lr: 0.013922 || Task Loss: 0.4347 || KD Loss: 0.4139|| Cost Time: 3:31:51 || Estimated Time: 7:04:19
2023-04-13 12:46:14,511 semantic_segmentation INFO: Iters: 13330/40000 || Lr: 0.013918 || Task Loss: 0.2562 || KD Loss: 0.3629|| Cost Time: 3:32:00 || Estimated Time: 7:04:09
2023-04-13 12:46:23,439 semantic_segmentation INFO: Iters: 13340/40000 || Lr: 0.013913 || Task Loss: 0.2662 || KD Loss: 0.3097|| Cost Time: 3:32:08 || Estimated Time: 7:03:58
2023-04-13 12:46:32,359 semantic_segmentation INFO: Iters: 13350/40000 || Lr: 0.013908 || Task Loss: 0.3425 || KD Loss: 0.3830|| Cost Time: 3:32:17 || Estimated Time: 7:03:47
2023-04-13 12:46:41,213 semantic_segmentation INFO: Iters: 13360/40000 || Lr: 0.013904 || Task Loss: 0.3555 || KD Loss: 0.4289|| Cost Time: 3:32:26 || Estimated Time: 7:03:36
2023-04-13 12:46:50,229 semantic_segmentation INFO: Iters: 13370/40000 || Lr: 0.013899 || Task Loss: 0.3024 || KD Loss: 0.3684|| Cost Time: 3:32:35 || Estimated Time: 7:03:26
2023-04-13 12:46:59,175 semantic_segmentation INFO: Iters: 13380/40000 || Lr: 0.013894 || Task Loss: 0.3769 || KD Loss: 0.4226|| Cost Time: 3:32:44 || Estimated Time: 7:03:15
2023-04-13 12:47:08,026 semantic_segmentation INFO: Iters: 13390/40000 || Lr: 0.013890 || Task Loss: 0.3956 || KD Loss: 0.4348|| Cost Time: 3:32:53 || Estimated Time: 7:03:04
2023-04-13 12:47:16,968 semantic_segmentation INFO: Iters: 13400/40000 || Lr: 0.013885 || Task Loss: 0.4204 || KD Loss: 0.3700|| Cost Time: 3:33:02 || Estimated Time: 7:02:53
2023-04-13 12:47:25,859 semantic_segmentation INFO: Iters: 13410/40000 || Lr: 0.013880 || Task Loss: 0.2284 || KD Loss: 0.3968|| Cost Time: 3:33:11 || Estimated Time: 7:02:42
2023-04-13 12:47:34,662 semantic_segmentation INFO: Iters: 13420/40000 || Lr: 0.013876 || Task Loss: 0.2285 || KD Loss: 0.3044|| Cost Time: 3:33:20 || Estimated Time: 7:02:31
2023-04-13 12:47:43,641 semantic_segmentation INFO: Iters: 13430/40000 || Lr: 0.013871 || Task Loss: 0.2585 || KD Loss: 0.3030|| Cost Time: 3:33:29 || Estimated Time: 7:02:21
2023-04-13 12:47:52,558 semantic_segmentation INFO: Iters: 13440/40000 || Lr: 0.013866 || Task Loss: 0.3302 || KD Loss: 0.3477|| Cost Time: 3:33:38 || Estimated Time: 7:02:10
2023-04-13 12:48:01,537 semantic_segmentation INFO: Iters: 13450/40000 || Lr: 0.013862 || Task Loss: 0.2373 || KD Loss: 0.3462|| Cost Time: 3:33:47 || Estimated Time: 7:01:59
2023-04-13 12:48:10,458 semantic_segmentation INFO: Iters: 13460/40000 || Lr: 0.013857 || Task Loss: 0.2279 || KD Loss: 0.3495|| Cost Time: 3:33:56 || Estimated Time: 7:01:49
2023-04-13 12:48:19,315 semantic_segmentation INFO: Iters: 13470/40000 || Lr: 0.013852 || Task Loss: 0.2301 || KD Loss: 0.3177|| Cost Time: 3:34:04 || Estimated Time: 7:01:38
2023-04-13 12:48:28,290 semantic_segmentation INFO: Iters: 13480/40000 || Lr: 0.013848 || Task Loss: 0.1993 || KD Loss: 0.2585|| Cost Time: 3:34:13 || Estimated Time: 7:01:27
2023-04-13 12:48:37,281 semantic_segmentation INFO: Iters: 13490/40000 || Lr: 0.013843 || Task Loss: 0.3646 || KD Loss: 0.4297|| Cost Time: 3:34:22 || Estimated Time: 7:01:16
2023-04-13 12:48:46,082 semantic_segmentation INFO: Iters: 13500/40000 || Lr: 0.013838 || Task Loss: 0.3787 || KD Loss: 0.4003|| Cost Time: 3:34:31 || Estimated Time: 7:01:05
2023-04-13 12:48:55,005 semantic_segmentation INFO: Iters: 13510/40000 || Lr: 0.013834 || Task Loss: 0.2203 || KD Loss: 0.2529|| Cost Time: 3:34:40 || Estimated Time: 7:00:55
2023-04-13 12:49:03,956 semantic_segmentation INFO: Iters: 13520/40000 || Lr: 0.013829 || Task Loss: 0.3129 || KD Loss: 0.2990|| Cost Time: 3:34:49 || Estimated Time: 7:00:44
2023-04-13 12:49:12,817 semantic_segmentation INFO: Iters: 13530/40000 || Lr: 0.013824 || Task Loss: 0.2812 || KD Loss: 0.3554|| Cost Time: 3:34:58 || Estimated Time: 7:00:33
2023-04-13 12:49:21,644 semantic_segmentation INFO: Iters: 13540/40000 || Lr: 0.013820 || Task Loss: 0.2892 || KD Loss: 0.3266|| Cost Time: 3:35:07 || Estimated Time: 7:00:22
2023-04-13 12:49:30,661 semantic_segmentation INFO: Iters: 13550/40000 || Lr: 0.013815 || Task Loss: 0.2347 || KD Loss: 0.2858|| Cost Time: 3:35:16 || Estimated Time: 7:00:12
2023-04-13 12:49:39,669 semantic_segmentation INFO: Iters: 13560/40000 || Lr: 0.013810 || Task Loss: 0.2304 || KD Loss: 0.2888|| Cost Time: 3:35:25 || Estimated Time: 7:00:01
2023-04-13 12:49:48,567 semantic_segmentation INFO: Iters: 13570/40000 || Lr: 0.013806 || Task Loss: 0.3734 || KD Loss: 0.2974|| Cost Time: 3:35:34 || Estimated Time: 6:59:50
2023-04-13 12:49:57,515 semantic_segmentation INFO: Iters: 13580/40000 || Lr: 0.013801 || Task Loss: 0.1894 || KD Loss: 0.2684|| Cost Time: 3:35:43 || Estimated Time: 6:59:40
2023-04-13 12:50:06,224 semantic_segmentation INFO: Iters: 13590/40000 || Lr: 0.013796 || Task Loss: 0.2385 || KD Loss: 0.3442|| Cost Time: 3:35:51 || Estimated Time: 6:59:29
2023-04-13 12:50:15,289 semantic_segmentation INFO: Iters: 13600/40000 || Lr: 0.013792 || Task Loss: 0.2760 || KD Loss: 0.3328|| Cost Time: 3:36:00 || Estimated Time: 6:59:18
2023-04-13 12:50:15,587 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 12:50:18,411 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.952, mIoU: 0.396
2023-04-13 12:50:18,503 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.464
2023-04-13 12:50:18,592 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.470
2023-04-13 12:50:18,666 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.495
2023-04-13 12:50:18,737 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.516
2023-04-13 12:50:18,809 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.520
2023-04-13 12:50:18,883 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.556
2023-04-13 12:50:18,961 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.594
2023-04-13 12:50:19,036 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.597
2023-04-13 12:50:19,117 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.630
2023-04-13 12:50:19,203 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.636
2023-04-13 12:50:19,276 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.662
2023-04-13 12:50:19,348 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.658
2023-04-13 12:50:19,437 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.641
2023-04-13 12:50:19,517 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.943, mIoU: 0.647
2023-04-13 12:50:19,592 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.642
2023-04-13 12:50:19,668 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.641
2023-04-13 12:50:19,742 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.647
2023-04-13 12:50:19,814 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.653
2023-04-13 12:50:19,890 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.660
2023-04-13 12:50:19,960 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.659
2023-04-13 12:50:20,032 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 12:50:20,108 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 12:50:20,184 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 12:50:20,264 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 12:50:20,343 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 12:50:20,425 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 12:50:20,503 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 12:50:20,577 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 12:50:20,651 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 12:50:20,723 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 12:50:20,798 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-13 12:50:20,878 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 12:50:20,953 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 12:50:21,030 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 12:50:21,107 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 12:50:21,178 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 12:50:21,254 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 12:50:21,328 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 12:50:21,404 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-13 12:50:21,480 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 12:50:21,555 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 12:50:21,628 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 12:50:21,704 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-13 12:50:21,783 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 12:50:21,862 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 12:50:21,937 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 12:50:22,011 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 12:50:22,092 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 12:50:22,176 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 12:50:22,251 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.678
2023-04-13 12:50:22,330 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.684
2023-04-13 12:50:22,409 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 12:50:22,488 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 12:50:22,565 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 12:50:22,640 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 12:50:22,717 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 12:50:22,792 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 12:50:22,868 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 12:50:22,944 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 12:50:23,019 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 12:50:23,093 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 12:50:23,163 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 12:50:23,237 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 12:50:23,321 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 12:50:23,396 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 12:50:23,466 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.694
2023-04-13 12:50:23,550 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-13 12:50:23,629 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.694
2023-04-13 12:50:23,714 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 12:50:23,790 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 12:50:23,868 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 12:50:23,943 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 12:50:24,018 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 12:50:24,092 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 12:50:24,171 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 12:50:24,245 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 12:50:24,323 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 12:50:24,400 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 12:50:24,477 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 12:50:24,557 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 12:50:24,629 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 12:50:24,701 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 12:50:24,775 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.693
2023-04-13 12:50:24,853 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 12:50:24,930 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 12:50:25,008 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 12:50:25,090 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-13 12:50:25,165 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 12:50:25,237 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 12:50:25,309 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 12:50:25,378 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.679
2023-04-13 12:50:25,456 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.679
2023-04-13 12:50:25,534 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 12:50:25,610 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 12:50:25,681 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-13 12:50:25,755 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 12:50:25,827 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-13 12:50:25,901 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 12:50:25,978 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 12:50:26,051 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.680
2023-04-13 12:50:26,123 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.679
2023-04-13 12:50:26,195 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 12:50:26,270 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 12:50:26,347 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 12:50:26,422 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 12:50:26,497 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.678
2023-04-13 12:50:26,575 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 12:50:26,653 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 12:50:26,732 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 12:50:26,806 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 12:50:26,881 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 12:50:26,964 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 12:50:27,039 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.933, mIoU: 0.677
2023-04-13 12:50:27,116 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 12:50:27,194 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.933, mIoU: 0.676
2023-04-13 12:50:27,269 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 12:50:27,344 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:50:27,416 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.932, mIoU: 0.669
2023-04-13 12:50:27,491 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.669
2023-04-13 12:50:27,563 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.668
2023-04-13 12:50:27,635 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.932, mIoU: 0.668
2023-04-13 12:50:27,710 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.932, mIoU: 0.668
2023-04-13 12:50:27,783 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.932, mIoU: 0.670
2023-04-13 12:50:27,857 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:50:27,939 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.932, mIoU: 0.670
2023-04-13 12:50:28,016 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.671
2023-04-13 12:50:28,095 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 12:50:28,168 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.932, mIoU: 0.671
2023-04-13 12:50:28,245 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:50:28,318 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:50:28,391 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 12:50:28,464 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 12:50:28,539 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:50:28,615 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:50:28,694 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:50:28,780 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:50:28,861 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:50:28,940 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 12:50:29,019 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:50:29,090 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 12:50:29,168 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:50:29,244 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:50:29,320 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:50:29,395 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 12:50:29,475 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 12:50:29,545 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 12:50:29,616 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 12:50:29,689 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 12:50:29,764 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:50:29,838 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 12:50:29,914 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 12:50:29,993 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:50:30,069 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 12:50:30,148 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 12:50:30,220 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:50:30,294 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:50:30,366 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:50:30,435 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:50:30,507 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 12:50:30,581 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 12:50:30,652 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 12:50:30,729 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 12:50:30,816 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 12:50:30,893 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:50:30,971 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:50:31,046 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:50:31,127 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:50:31,200 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:50:31,274 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 12:50:31,350 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 12:50:31,432 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:50:31,509 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:50:31,583 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 12:50:31,656 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:50:31,729 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 12:50:31,799 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 12:50:31,869 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 12:50:31,941 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 12:50:32,013 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 12:50:32,082 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 12:50:32,158 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 12:50:32,235 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 12:50:32,307 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 12:50:32,382 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 12:50:32,457 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 12:50:32,533 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:50:32,610 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 12:50:32,685 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 12:50:32,761 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 12:50:32,835 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:50:32,909 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:50:32,984 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:50:33,062 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:50:33,141 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 12:50:33,217 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:50:33,290 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:50:33,365 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:50:33,438 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:50:33,508 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:50:33,581 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:50:33,658 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:50:33,729 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:50:33,806 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:50:33,885 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 12:50:33,960 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 12:50:34,035 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 12:50:34,110 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 12:50:34,186 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:50:34,262 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:50:34,335 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 12:50:34,407 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.937, mIoU: 0.665
2023-04-13 12:50:34,476 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.937, mIoU: 0.665
2023-04-13 12:50:34,549 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 12:50:34,620 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 12:50:34,693 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 12:50:34,765 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 12:50:34,842 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 12:50:34,922 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 12:50:34,997 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 12:50:35,069 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.937, mIoU: 0.663
2023-04-13 12:50:35,142 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.937, mIoU: 0.663
2023-04-13 12:50:35,213 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.937, mIoU: 0.663
2023-04-13 12:50:35,283 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.937, mIoU: 0.663
2023-04-13 12:50:35,351 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.938, mIoU: 0.663
2023-04-13 12:50:35,420 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.938, mIoU: 0.663
2023-04-13 12:50:35,487 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.938, mIoU: 0.664
2023-04-13 12:50:35,554 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.938, mIoU: 0.663
2023-04-13 12:50:35,620 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 12:50:35,685 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 12:50:35,750 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 12:50:35,812 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 12:50:35,877 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 12:50:35,944 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 12:50:36,011 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 12:50:36,083 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 12:50:36,155 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 12:50:36,230 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 12:50:36,302 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 12:50:36,372 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 12:50:36,444 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 12:50:36,513 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 12:50:36,578 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 12:50:36,645 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 12:50:36,714 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-13 12:50:36,780 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.937, mIoU: 0.663
2023-04-13 12:50:36,846 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-13 12:50:36,910 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 12:50:36,976 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 12:50:37,042 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 12:50:37,565 semantic_segmentation INFO: Overall validation pixAcc: 94.214, mIoU: 66.032
2023-04-13 12:50:46,738 semantic_segmentation INFO: Iters: 13610/40000 || Lr: 0.013787 || Task Loss: 0.3290 || KD Loss: 0.4214|| Cost Time: 3:36:32 || Estimated Time: 6:59:51
2023-04-13 12:50:55,652 semantic_segmentation INFO: Iters: 13620/40000 || Lr: 0.013782 || Task Loss: 0.1795 || KD Loss: 0.3333|| Cost Time: 3:36:41 || Estimated Time: 6:59:40
2023-04-13 12:51:04,481 semantic_segmentation INFO: Iters: 13630/40000 || Lr: 0.013778 || Task Loss: 0.2138 || KD Loss: 0.3379|| Cost Time: 3:36:50 || Estimated Time: 6:59:30
2023-04-13 12:51:13,433 semantic_segmentation INFO: Iters: 13640/40000 || Lr: 0.013773 || Task Loss: 0.2434 || KD Loss: 0.3005|| Cost Time: 3:36:58 || Estimated Time: 6:59:19
2023-04-13 12:51:22,479 semantic_segmentation INFO: Iters: 13650/40000 || Lr: 0.013768 || Task Loss: 0.2629 || KD Loss: 0.4068|| Cost Time: 3:37:08 || Estimated Time: 6:59:08
2023-04-13 12:51:31,444 semantic_segmentation INFO: Iters: 13660/40000 || Lr: 0.013764 || Task Loss: 0.3049 || KD Loss: 0.3435|| Cost Time: 3:37:16 || Estimated Time: 6:58:58
2023-04-13 12:51:40,351 semantic_segmentation INFO: Iters: 13670/40000 || Lr: 0.013759 || Task Loss: 0.2976 || KD Loss: 0.3403|| Cost Time: 3:37:25 || Estimated Time: 6:58:47
2023-04-13 12:51:49,283 semantic_segmentation INFO: Iters: 13680/40000 || Lr: 0.013754 || Task Loss: 0.2134 || KD Loss: 0.3095|| Cost Time: 3:37:34 || Estimated Time: 6:58:36
2023-04-13 12:51:58,354 semantic_segmentation INFO: Iters: 13690/40000 || Lr: 0.013750 || Task Loss: 0.3652 || KD Loss: 0.3592|| Cost Time: 3:37:43 || Estimated Time: 6:58:26
2023-04-13 12:52:07,313 semantic_segmentation INFO: Iters: 13700/40000 || Lr: 0.013745 || Task Loss: 0.2724 || KD Loss: 0.4210|| Cost Time: 3:37:52 || Estimated Time: 6:58:15
2023-04-13 12:52:16,247 semantic_segmentation INFO: Iters: 13710/40000 || Lr: 0.013740 || Task Loss: 0.2379 || KD Loss: 0.2791|| Cost Time: 3:38:01 || Estimated Time: 6:58:04
2023-04-13 12:52:25,259 semantic_segmentation INFO: Iters: 13720/40000 || Lr: 0.013736 || Task Loss: 0.2431 || KD Loss: 0.3477|| Cost Time: 3:38:10 || Estimated Time: 6:57:54
2023-04-13 12:52:34,242 semantic_segmentation INFO: Iters: 13730/40000 || Lr: 0.013731 || Task Loss: 0.2671 || KD Loss: 0.3424|| Cost Time: 3:38:19 || Estimated Time: 6:57:43
2023-04-13 12:52:43,250 semantic_segmentation INFO: Iters: 13740/40000 || Lr: 0.013726 || Task Loss: 0.2300 || KD Loss: 0.3139|| Cost Time: 3:38:28 || Estimated Time: 6:57:33
2023-04-13 12:52:52,062 semantic_segmentation INFO: Iters: 13750/40000 || Lr: 0.013722 || Task Loss: 0.3739 || KD Loss: 0.3481|| Cost Time: 3:38:37 || Estimated Time: 6:57:22
2023-04-13 12:53:01,202 semantic_segmentation INFO: Iters: 13760/40000 || Lr: 0.013717 || Task Loss: 0.2643 || KD Loss: 0.3175|| Cost Time: 3:38:46 || Estimated Time: 6:57:11
2023-04-13 12:53:10,138 semantic_segmentation INFO: Iters: 13770/40000 || Lr: 0.013712 || Task Loss: 0.3194 || KD Loss: 0.2909|| Cost Time: 3:38:55 || Estimated Time: 6:57:01
2023-04-13 12:53:19,236 semantic_segmentation INFO: Iters: 13780/40000 || Lr: 0.013708 || Task Loss: 0.3334 || KD Loss: 0.3461|| Cost Time: 3:39:04 || Estimated Time: 6:56:50
2023-04-13 12:53:28,223 semantic_segmentation INFO: Iters: 13790/40000 || Lr: 0.013703 || Task Loss: 0.2149 || KD Loss: 0.3508|| Cost Time: 3:39:13 || Estimated Time: 6:56:40
2023-04-13 12:53:37,245 semantic_segmentation INFO: Iters: 13800/40000 || Lr: 0.013698 || Task Loss: 0.4502 || KD Loss: 0.4526|| Cost Time: 3:39:22 || Estimated Time: 6:56:29
2023-04-13 12:53:46,233 semantic_segmentation INFO: Iters: 13810/40000 || Lr: 0.013694 || Task Loss: 0.2404 || KD Loss: 0.2634|| Cost Time: 3:39:31 || Estimated Time: 6:56:19
2023-04-13 12:53:55,233 semantic_segmentation INFO: Iters: 13820/40000 || Lr: 0.013689 || Task Loss: 0.3519 || KD Loss: 0.3988|| Cost Time: 3:39:40 || Estimated Time: 6:56:08
2023-04-13 12:54:04,279 semantic_segmentation INFO: Iters: 13830/40000 || Lr: 0.013684 || Task Loss: 0.2483 || KD Loss: 0.3759|| Cost Time: 3:39:49 || Estimated Time: 6:55:58
2023-04-13 12:54:13,270 semantic_segmentation INFO: Iters: 13840/40000 || Lr: 0.013680 || Task Loss: 0.4173 || KD Loss: 0.3985|| Cost Time: 3:39:58 || Estimated Time: 6:55:47
2023-04-13 12:54:22,264 semantic_segmentation INFO: Iters: 13850/40000 || Lr: 0.013675 || Task Loss: 0.2869 || KD Loss: 0.2933|| Cost Time: 3:40:07 || Estimated Time: 6:55:36
2023-04-13 12:54:31,292 semantic_segmentation INFO: Iters: 13860/40000 || Lr: 0.013670 || Task Loss: 0.2630 || KD Loss: 0.3371|| Cost Time: 3:40:16 || Estimated Time: 6:55:26
2023-04-13 12:54:40,262 semantic_segmentation INFO: Iters: 13870/40000 || Lr: 0.013666 || Task Loss: 0.3594 || KD Loss: 0.3138|| Cost Time: 3:40:25 || Estimated Time: 6:55:15
2023-04-13 12:54:49,297 semantic_segmentation INFO: Iters: 13880/40000 || Lr: 0.013661 || Task Loss: 0.2855 || KD Loss: 0.4498|| Cost Time: 3:40:34 || Estimated Time: 6:55:05
2023-04-13 12:54:58,301 semantic_segmentation INFO: Iters: 13890/40000 || Lr: 0.013656 || Task Loss: 0.2117 || KD Loss: 0.3177|| Cost Time: 3:40:43 || Estimated Time: 6:54:54
2023-04-13 12:55:07,300 semantic_segmentation INFO: Iters: 13900/40000 || Lr: 0.013652 || Task Loss: 0.3521 || KD Loss: 0.4287|| Cost Time: 3:40:52 || Estimated Time: 6:54:44
2023-04-13 12:55:16,230 semantic_segmentation INFO: Iters: 13910/40000 || Lr: 0.013647 || Task Loss: 0.2546 || KD Loss: 0.3035|| Cost Time: 3:41:01 || Estimated Time: 6:54:33
2023-04-13 12:55:25,264 semantic_segmentation INFO: Iters: 13920/40000 || Lr: 0.013642 || Task Loss: 0.2536 || KD Loss: 0.2856|| Cost Time: 3:41:10 || Estimated Time: 6:54:23
2023-04-13 12:55:34,044 semantic_segmentation INFO: Iters: 13930/40000 || Lr: 0.013638 || Task Loss: 0.2039 || KD Loss: 0.3670|| Cost Time: 3:41:19 || Estimated Time: 6:54:12
2023-04-13 12:55:43,200 semantic_segmentation INFO: Iters: 13940/40000 || Lr: 0.013633 || Task Loss: 0.3631 || KD Loss: 0.3539|| Cost Time: 3:41:28 || Estimated Time: 6:54:01
2023-04-13 12:55:52,208 semantic_segmentation INFO: Iters: 13950/40000 || Lr: 0.013628 || Task Loss: 0.3216 || KD Loss: 0.3239|| Cost Time: 3:41:37 || Estimated Time: 6:53:51
2023-04-13 12:56:01,139 semantic_segmentation INFO: Iters: 13960/40000 || Lr: 0.013624 || Task Loss: 0.1981 || KD Loss: 0.3810|| Cost Time: 3:41:46 || Estimated Time: 6:53:40
2023-04-13 12:56:10,170 semantic_segmentation INFO: Iters: 13970/40000 || Lr: 0.013619 || Task Loss: 0.2896 || KD Loss: 0.3499|| Cost Time: 3:41:55 || Estimated Time: 6:53:30
2023-04-13 12:56:19,094 semantic_segmentation INFO: Iters: 13980/40000 || Lr: 0.013614 || Task Loss: 0.3371 || KD Loss: 0.3137|| Cost Time: 3:42:04 || Estimated Time: 6:53:19
2023-04-13 12:56:28,207 semantic_segmentation INFO: Iters: 13990/40000 || Lr: 0.013610 || Task Loss: 0.3603 || KD Loss: 0.3676|| Cost Time: 3:42:13 || Estimated Time: 6:53:09
2023-04-13 12:56:37,284 semantic_segmentation INFO: Iters: 14000/40000 || Lr: 0.013605 || Task Loss: 0.2478 || KD Loss: 0.3387|| Cost Time: 3:42:22 || Estimated Time: 6:52:59
2023-04-13 12:56:37,586 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 12:56:39,785 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.402
2023-04-13 12:56:39,989 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.495
2023-04-13 12:56:40,588 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.512
2023-04-13 12:56:40,686 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.537
2023-04-13 12:56:40,775 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.531
2023-04-13 12:56:40,850 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.534
2023-04-13 12:56:40,924 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.547
2023-04-13 12:56:40,996 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.594
2023-04-13 12:56:41,068 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.632
2023-04-13 12:56:41,142 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.662
2023-04-13 12:56:41,216 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.672
2023-04-13 12:56:41,285 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.674
2023-04-13 12:56:41,354 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.666
2023-04-13 12:56:41,431 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.654
2023-04-13 12:56:41,507 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.634
2023-04-13 12:56:41,578 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.624
2023-04-13 12:56:41,648 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.622
2023-04-13 12:56:41,734 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.621
2023-04-13 12:56:41,818 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.628
2023-04-13 12:56:41,898 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.636
2023-04-13 12:56:41,974 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.638
2023-04-13 12:56:42,048 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.613
2023-04-13 12:56:42,122 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.614
2023-04-13 12:56:42,196 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.623
2023-04-13 12:56:42,270 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.636
2023-04-13 12:56:42,350 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 12:56:42,435 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.631
2023-04-13 12:56:42,513 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.629
2023-04-13 12:56:42,585 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-13 12:56:42,657 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-13 12:56:42,731 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 12:56:42,813 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.636
2023-04-13 12:56:42,901 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-13 12:56:42,976 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 12:56:43,051 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.637
2023-04-13 12:56:43,124 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-13 12:56:43,195 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.634
2023-04-13 12:56:43,267 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-13 12:56:43,341 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-13 12:56:43,421 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 12:56:43,499 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.933, mIoU: 0.630
2023-04-13 12:56:43,579 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.630
2023-04-13 12:56:43,653 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.630
2023-04-13 12:56:43,725 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.935, mIoU: 0.631
2023-04-13 12:56:43,800 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.629
2023-04-13 12:56:43,876 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.628
2023-04-13 12:56:43,947 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.629
2023-04-13 12:56:44,019 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.628
2023-04-13 12:56:44,091 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.632
2023-04-13 12:56:44,166 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.634
2023-04-13 12:56:44,248 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.634
2023-04-13 12:56:44,322 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.635
2023-04-13 12:56:44,396 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.635
2023-04-13 12:56:44,471 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.936, mIoU: 0.639
2023-04-13 12:56:44,549 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.639
2023-04-13 12:56:44,638 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.635
2023-04-13 12:56:44,712 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.636
2023-04-13 12:56:44,789 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.642
2023-04-13 12:56:44,865 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.646
2023-04-13 12:56:44,943 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-13 12:56:45,019 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 12:56:45,093 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 12:56:45,170 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 12:56:45,244 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.648
2023-04-13 12:56:45,320 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 12:56:45,396 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-13 12:56:45,472 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 12:56:45,548 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 12:56:45,620 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-13 12:56:45,691 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 12:56:45,764 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 12:56:45,836 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-13 12:56:45,905 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-13 12:56:45,976 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 12:56:46,050 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-13 12:56:46,126 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-13 12:56:46,201 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-13 12:56:46,280 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-13 12:56:46,360 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-13 12:56:46,436 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-13 12:56:46,512 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 12:56:46,586 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 12:56:46,657 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-13 12:56:46,725 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-13 12:56:46,796 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-13 12:56:46,872 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-13 12:56:46,947 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-13 12:56:47,023 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-13 12:56:47,098 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-13 12:56:47,171 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-13 12:56:47,246 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-13 12:56:47,317 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 12:56:47,395 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 12:56:47,464 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 12:56:47,535 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-13 12:56:47,603 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-13 12:56:47,677 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-13 12:56:47,764 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-13 12:56:47,853 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 12:56:47,930 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-13 12:56:48,006 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 12:56:48,082 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-13 12:56:48,154 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 12:56:48,233 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 12:56:48,315 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-13 12:56:48,392 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-13 12:56:48,466 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-13 12:56:48,542 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-13 12:56:48,615 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-13 12:56:48,684 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-13 12:56:48,753 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-13 12:56:48,824 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-13 12:56:48,892 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-13 12:56:48,963 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-13 12:56:49,038 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-13 12:56:49,112 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-13 12:56:49,182 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-13 12:56:49,251 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-13 12:56:49,329 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 12:56:49,407 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 12:56:49,481 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-13 12:56:49,558 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 12:56:49,632 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-13 12:56:49,710 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-13 12:56:49,782 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-13 12:56:49,854 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.625
2023-04-13 12:56:49,925 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.626
2023-04-13 12:56:50,000 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.925, mIoU: 0.626
2023-04-13 12:56:50,077 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.925, mIoU: 0.625
2023-04-13 12:56:50,158 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.925, mIoU: 0.625
2023-04-13 12:56:50,239 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-13 12:56:50,317 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-13 12:56:50,395 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-13 12:56:50,472 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-13 12:56:50,548 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-13 12:56:50,619 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-13 12:56:50,695 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-13 12:56:50,773 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-13 12:56:50,853 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-13 12:56:50,931 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-13 12:56:51,002 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-13 12:56:51,080 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-13 12:56:51,155 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-13 12:56:51,228 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-13 12:56:51,304 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-13 12:56:51,384 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-13 12:56:51,460 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 12:56:51,534 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 12:56:51,608 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 12:56:51,681 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 12:56:51,752 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-13 12:56:51,827 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-13 12:56:51,897 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-13 12:56:51,976 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-13 12:56:52,054 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-13 12:56:52,131 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 12:56:52,210 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-13 12:56:52,287 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-13 12:56:52,359 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-13 12:56:52,440 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-13 12:56:52,514 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-13 12:56:52,589 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 12:56:52,672 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-13 12:56:52,748 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-13 12:56:52,820 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-13 12:56:52,895 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-13 12:56:52,966 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-13 12:56:53,039 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-13 12:56:53,111 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-13 12:56:53,181 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-13 12:56:53,252 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-13 12:56:53,322 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-13 12:56:53,394 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 12:56:53,465 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 12:56:53,540 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 12:56:53,617 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 12:56:53,697 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-13 12:56:53,774 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 12:56:53,850 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-13 12:56:53,927 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-13 12:56:53,999 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 12:56:54,073 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 12:56:54,146 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 12:56:54,219 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 12:56:54,297 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-13 12:56:54,374 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 12:56:54,449 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 12:56:54,526 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-13 12:56:54,602 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.930, mIoU: 0.626
2023-04-13 12:56:54,678 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.930, mIoU: 0.627
2023-04-13 12:56:54,753 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.930, mIoU: 0.627
2023-04-13 12:56:54,828 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.930, mIoU: 0.627
2023-04-13 12:56:54,897 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.930, mIoU: 0.626
2023-04-13 12:56:54,971 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.930, mIoU: 0.626
2023-04-13 12:56:55,048 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.930, mIoU: 0.627
2023-04-13 12:56:55,123 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-13 12:56:55,202 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-13 12:56:55,274 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-13 12:56:55,350 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-13 12:56:55,419 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-13 12:56:55,493 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-13 12:56:55,566 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.930, mIoU: 0.628
2023-04-13 12:56:55,635 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-13 12:56:55,703 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-13 12:56:55,776 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-13 12:56:55,855 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-13 12:56:55,927 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-13 12:56:56,006 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-13 12:56:56,088 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-13 12:56:56,171 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-13 12:56:56,247 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.932, mIoU: 0.627
2023-04-13 12:56:56,322 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-13 12:56:56,396 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.932, mIoU: 0.627
2023-04-13 12:56:56,474 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.932, mIoU: 0.627
2023-04-13 12:56:56,548 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.932, mIoU: 0.627
2023-04-13 12:56:56,627 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.932, mIoU: 0.627
2023-04-13 12:56:56,711 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.932, mIoU: 0.627
2023-04-13 12:56:56,785 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.932, mIoU: 0.626
2023-04-13 12:56:56,855 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.932, mIoU: 0.626
2023-04-13 12:56:56,923 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.932, mIoU: 0.626
2023-04-13 12:56:56,990 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.932, mIoU: 0.624
2023-04-13 12:56:57,061 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.932, mIoU: 0.625
2023-04-13 12:56:57,132 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.932, mIoU: 0.625
2023-04-13 12:56:57,203 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.932, mIoU: 0.625
2023-04-13 12:56:57,272 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.933, mIoU: 0.625
2023-04-13 12:56:57,340 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-13 12:56:57,409 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-13 12:56:57,479 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-13 12:56:57,549 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.932, mIoU: 0.632
2023-04-13 12:56:57,618 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.932, mIoU: 0.631
2023-04-13 12:56:57,687 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.932, mIoU: 0.631
2023-04-13 12:56:57,755 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 12:56:57,825 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 12:56:57,895 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 12:56:57,966 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 12:56:58,037 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-13 12:56:58,107 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-13 12:56:58,179 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-13 12:56:58,250 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.932, mIoU: 0.628
2023-04-13 12:56:58,322 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-13 12:56:58,393 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 12:56:58,463 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 12:56:58,529 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 12:56:58,598 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 12:56:58,665 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-13 12:56:58,732 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.933, mIoU: 0.632
2023-04-13 12:56:58,798 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-13 12:56:58,864 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.932, mIoU: 0.631
2023-04-13 12:56:58,935 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.932, mIoU: 0.631
2023-04-13 12:56:59,006 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.932, mIoU: 0.631
2023-04-13 12:56:59,275 semantic_segmentation INFO: Overall validation pixAcc: 93.925, mIoU: 64.104
2023-04-13 12:57:08,335 semantic_segmentation INFO: Iters: 14010/40000 || Lr: 0.013600 || Task Loss: 0.2486 || KD Loss: 0.3728|| Cost Time: 3:42:53 || Estimated Time: 6:53:29
2023-04-13 12:57:17,250 semantic_segmentation INFO: Iters: 14020/40000 || Lr: 0.013596 || Task Loss: 0.2453 || KD Loss: 0.3656|| Cost Time: 3:43:02 || Estimated Time: 6:53:18
2023-04-13 12:57:26,002 semantic_segmentation INFO: Iters: 14030/40000 || Lr: 0.013591 || Task Loss: 0.3694 || KD Loss: 0.3881|| Cost Time: 3:43:11 || Estimated Time: 6:53:07
2023-04-13 12:57:34,891 semantic_segmentation INFO: Iters: 14040/40000 || Lr: 0.013586 || Task Loss: 0.3019 || KD Loss: 0.4104|| Cost Time: 3:43:20 || Estimated Time: 6:52:56
2023-04-13 12:57:43,852 semantic_segmentation INFO: Iters: 14050/40000 || Lr: 0.013581 || Task Loss: 0.2270 || KD Loss: 0.3277|| Cost Time: 3:43:29 || Estimated Time: 6:52:46
2023-04-13 12:57:52,877 semantic_segmentation INFO: Iters: 14060/40000 || Lr: 0.013577 || Task Loss: 0.3654 || KD Loss: 0.3570|| Cost Time: 3:43:38 || Estimated Time: 6:52:35
2023-04-13 12:58:01,862 semantic_segmentation INFO: Iters: 14070/40000 || Lr: 0.013572 || Task Loss: 0.2989 || KD Loss: 0.2834|| Cost Time: 3:43:47 || Estimated Time: 6:52:25
2023-04-13 12:58:10,814 semantic_segmentation INFO: Iters: 14080/40000 || Lr: 0.013567 || Task Loss: 0.3695 || KD Loss: 0.3718|| Cost Time: 3:43:56 || Estimated Time: 6:52:14
2023-04-13 12:58:19,837 semantic_segmentation INFO: Iters: 14090/40000 || Lr: 0.013563 || Task Loss: 0.2566 || KD Loss: 0.2834|| Cost Time: 3:44:05 || Estimated Time: 6:52:04
2023-04-13 12:58:28,848 semantic_segmentation INFO: Iters: 14100/40000 || Lr: 0.013558 || Task Loss: 0.3180 || KD Loss: 0.3664|| Cost Time: 3:44:14 || Estimated Time: 6:51:53
2023-04-13 12:58:37,857 semantic_segmentation INFO: Iters: 14110/40000 || Lr: 0.013553 || Task Loss: 0.3614 || KD Loss: 0.2844|| Cost Time: 3:44:23 || Estimated Time: 6:51:43
2023-04-13 12:58:46,877 semantic_segmentation INFO: Iters: 14120/40000 || Lr: 0.013549 || Task Loss: 0.3647 || KD Loss: 0.3222|| Cost Time: 3:44:32 || Estimated Time: 6:51:32
2023-04-13 12:58:55,838 semantic_segmentation INFO: Iters: 14130/40000 || Lr: 0.013544 || Task Loss: 0.3065 || KD Loss: 0.3950|| Cost Time: 3:44:41 || Estimated Time: 6:51:21
2023-04-13 12:59:04,776 semantic_segmentation INFO: Iters: 14140/40000 || Lr: 0.013539 || Task Loss: 0.2787 || KD Loss: 0.3595|| Cost Time: 3:44:50 || Estimated Time: 6:51:11
2023-04-13 12:59:13,801 semantic_segmentation INFO: Iters: 14150/40000 || Lr: 0.013535 || Task Loss: 0.2198 || KD Loss: 0.2845|| Cost Time: 3:44:59 || Estimated Time: 6:51:00
2023-04-13 12:59:22,760 semantic_segmentation INFO: Iters: 14160/40000 || Lr: 0.013530 || Task Loss: 0.3455 || KD Loss: 0.3798|| Cost Time: 3:45:08 || Estimated Time: 6:50:50
2023-04-13 12:59:31,800 semantic_segmentation INFO: Iters: 14170/40000 || Lr: 0.013525 || Task Loss: 0.2475 || KD Loss: 0.2807|| Cost Time: 3:45:17 || Estimated Time: 6:50:39
2023-04-13 12:59:40,818 semantic_segmentation INFO: Iters: 14180/40000 || Lr: 0.013521 || Task Loss: 0.2611 || KD Loss: 0.3062|| Cost Time: 3:45:26 || Estimated Time: 6:50:29
2023-04-13 12:59:49,761 semantic_segmentation INFO: Iters: 14190/40000 || Lr: 0.013516 || Task Loss: 0.2741 || KD Loss: 0.3029|| Cost Time: 3:45:35 || Estimated Time: 6:50:18
2023-04-13 12:59:58,779 semantic_segmentation INFO: Iters: 14200/40000 || Lr: 0.013511 || Task Loss: 0.3982 || KD Loss: 0.3261|| Cost Time: 3:45:44 || Estimated Time: 6:50:08
2023-04-13 13:00:07,782 semantic_segmentation INFO: Iters: 14210/40000 || Lr: 0.013507 || Task Loss: 0.2183 || KD Loss: 0.2507|| Cost Time: 3:45:53 || Estimated Time: 6:49:57
2023-04-13 13:00:16,798 semantic_segmentation INFO: Iters: 14220/40000 || Lr: 0.013502 || Task Loss: 0.2551 || KD Loss: 0.3404|| Cost Time: 3:46:02 || Estimated Time: 6:49:47
2023-04-13 13:00:25,672 semantic_segmentation INFO: Iters: 14230/40000 || Lr: 0.013497 || Task Loss: 0.3635 || KD Loss: 0.4007|| Cost Time: 3:46:11 || Estimated Time: 6:49:36
2023-04-13 13:00:34,714 semantic_segmentation INFO: Iters: 14240/40000 || Lr: 0.013493 || Task Loss: 0.3722 || KD Loss: 0.3896|| Cost Time: 3:46:20 || Estimated Time: 6:49:26
2023-04-13 13:00:43,720 semantic_segmentation INFO: Iters: 14250/40000 || Lr: 0.013488 || Task Loss: 0.2832 || KD Loss: 0.3269|| Cost Time: 3:46:29 || Estimated Time: 6:49:15
2023-04-13 13:00:52,758 semantic_segmentation INFO: Iters: 14260/40000 || Lr: 0.013483 || Task Loss: 0.3641 || KD Loss: 0.2670|| Cost Time: 3:46:38 || Estimated Time: 6:49:05
2023-04-13 13:01:01,703 semantic_segmentation INFO: Iters: 14270/40000 || Lr: 0.013479 || Task Loss: 0.3672 || KD Loss: 0.3335|| Cost Time: 3:46:47 || Estimated Time: 6:48:54
2023-04-13 13:01:10,727 semantic_segmentation INFO: Iters: 14280/40000 || Lr: 0.013474 || Task Loss: 0.2849 || KD Loss: 0.3761|| Cost Time: 3:46:56 || Estimated Time: 6:48:44
2023-04-13 13:01:19,728 semantic_segmentation INFO: Iters: 14290/40000 || Lr: 0.013469 || Task Loss: 0.3037 || KD Loss: 0.4688|| Cost Time: 3:47:05 || Estimated Time: 6:48:33
2023-04-13 13:01:28,727 semantic_segmentation INFO: Iters: 14300/40000 || Lr: 0.013465 || Task Loss: 0.3943 || KD Loss: 0.3611|| Cost Time: 3:47:14 || Estimated Time: 6:48:23
2023-04-13 13:01:37,745 semantic_segmentation INFO: Iters: 14310/40000 || Lr: 0.013460 || Task Loss: 0.2970 || KD Loss: 0.2516|| Cost Time: 3:47:23 || Estimated Time: 6:48:12
2023-04-13 13:01:46,725 semantic_segmentation INFO: Iters: 14320/40000 || Lr: 0.013455 || Task Loss: 0.4245 || KD Loss: 0.3533|| Cost Time: 3:47:32 || Estimated Time: 6:48:02
2023-04-13 13:01:55,731 semantic_segmentation INFO: Iters: 14330/40000 || Lr: 0.013451 || Task Loss: 0.3511 || KD Loss: 0.2993|| Cost Time: 3:47:41 || Estimated Time: 6:47:51
2023-04-13 13:02:04,738 semantic_segmentation INFO: Iters: 14340/40000 || Lr: 0.013446 || Task Loss: 0.4016 || KD Loss: 0.3989|| Cost Time: 3:47:50 || Estimated Time: 6:47:41
2023-04-13 13:02:13,644 semantic_segmentation INFO: Iters: 14350/40000 || Lr: 0.013441 || Task Loss: 0.3515 || KD Loss: 0.3822|| Cost Time: 3:47:59 || Estimated Time: 6:47:30
2023-04-13 13:02:22,680 semantic_segmentation INFO: Iters: 14360/40000 || Lr: 0.013436 || Task Loss: 0.3037 || KD Loss: 0.3831|| Cost Time: 3:48:08 || Estimated Time: 6:47:20
2023-04-13 13:02:31,676 semantic_segmentation INFO: Iters: 14370/40000 || Lr: 0.013432 || Task Loss: 0.3574 || KD Loss: 0.4192|| Cost Time: 3:48:17 || Estimated Time: 6:47:09
2023-04-13 13:02:40,662 semantic_segmentation INFO: Iters: 14380/40000 || Lr: 0.013427 || Task Loss: 0.3976 || KD Loss: 0.3565|| Cost Time: 3:48:26 || Estimated Time: 6:46:59
2023-04-13 13:02:49,693 semantic_segmentation INFO: Iters: 14390/40000 || Lr: 0.013422 || Task Loss: 0.2618 || KD Loss: 0.2667|| Cost Time: 3:48:35 || Estimated Time: 6:46:48
2023-04-13 13:02:58,536 semantic_segmentation INFO: Iters: 14400/40000 || Lr: 0.013418 || Task Loss: 0.2591 || KD Loss: 0.2911|| Cost Time: 3:48:44 || Estimated Time: 6:46:37
2023-04-13 13:02:58,818 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 13:03:01,380 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.389
2023-04-13 13:03:01,521 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.487
2023-04-13 13:03:01,626 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.492
2023-04-13 13:03:01,771 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.519
2023-04-13 13:03:01,864 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.515
2023-04-13 13:03:01,960 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.520
2023-04-13 13:03:02,052 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.536
2023-04-13 13:03:02,135 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.570
2023-04-13 13:03:02,213 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.612
2023-04-13 13:03:02,288 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.655
2023-04-13 13:03:02,365 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.664
2023-04-13 13:03:02,440 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.679
2023-04-13 13:03:02,514 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.689
2023-04-13 13:03:02,590 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.666
2023-04-13 13:03:02,665 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.631
2023-04-13 13:03:02,741 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.940, mIoU: 0.619
2023-04-13 13:03:02,819 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.623
2023-04-13 13:03:02,893 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.630
2023-04-13 13:03:02,969 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.637
2023-04-13 13:03:03,043 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.645
2023-04-13 13:03:03,118 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.647
2023-04-13 13:03:03,196 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 13:03:03,277 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.672
2023-04-13 13:03:03,352 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.681
2023-04-13 13:03:03,428 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 13:03:03,504 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 13:03:03,585 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 13:03:03,658 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-13 13:03:03,732 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-13 13:03:03,811 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 13:03:03,886 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 13:03:03,965 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.679
2023-04-13 13:03:04,042 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 13:03:04,119 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.681
2023-04-13 13:03:04,196 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-13 13:03:04,273 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-13 13:03:04,345 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 13:03:04,419 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 13:03:04,493 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 13:03:04,570 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-13 13:03:04,646 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 13:03:04,722 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 13:03:04,799 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 13:03:04,873 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 13:03:04,950 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-13 13:03:05,024 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.670
2023-04-13 13:03:05,101 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.670
2023-04-13 13:03:05,180 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.669
2023-04-13 13:03:05,262 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.674
2023-04-13 13:03:05,336 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-13 13:03:05,412 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-13 13:03:05,487 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-13 13:03:05,560 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-13 13:03:05,630 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.658
2023-04-13 13:03:05,703 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:03:05,777 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:03:05,855 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:03:05,932 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-13 13:03:06,012 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 13:03:06,090 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:03:06,165 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-13 13:03:06,243 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 13:03:06,320 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 13:03:06,394 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 13:03:06,473 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 13:03:06,548 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 13:03:06,629 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 13:03:06,706 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-13 13:03:06,781 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.667
2023-04-13 13:03:06,853 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 13:03:06,923 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 13:03:06,994 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-13 13:03:07,067 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-13 13:03:07,139 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-13 13:03:07,223 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-13 13:03:07,305 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-13 13:03:07,383 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-13 13:03:07,460 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-13 13:03:07,532 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-13 13:03:07,609 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.663
2023-04-13 13:03:07,683 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 13:03:07,755 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 13:03:07,826 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 13:03:07,902 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:03:07,985 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 13:03:08,063 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 13:03:08,142 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 13:03:08,220 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 13:03:08,297 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 13:03:08,368 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 13:03:08,441 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-13 13:03:08,512 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 13:03:08,584 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.656
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2023-04-13 13:03:08,740 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.656
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2023-04-13 13:03:08,891 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 13:03:08,965 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 13:03:09,038 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.657
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2023-04-13 13:03:09,188 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 13:03:09,270 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.656
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2023-04-13 13:03:09,430 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 13:03:09,507 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 13:03:09,583 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 13:03:09,656 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 13:03:09,731 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.658
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2023-04-13 13:03:10,280 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.932, mIoU: 0.657
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2023-04-13 13:03:10,429 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 13:03:10,504 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 13:03:10,581 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:10,655 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:10,734 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 13:03:10,807 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.648
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2023-04-13 13:03:10,954 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 13:03:11,024 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 13:03:11,097 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 13:03:11,173 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 13:03:11,246 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 13:03:11,322 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 13:03:11,406 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 13:03:11,484 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:11,561 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.649
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2023-04-13 13:03:11,789 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 13:03:11,860 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 13:03:11,936 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 13:03:12,011 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 13:03:12,087 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:03:12,170 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 13:03:12,243 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 13:03:12,318 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 13:03:12,397 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:12,469 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:12,545 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:12,622 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:12,699 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:12,775 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 13:03:12,849 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 13:03:12,921 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 13:03:12,994 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:13,064 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:13,136 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 13:03:13,216 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-13 13:03:13,295 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:13,369 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:13,451 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:13,530 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:13,605 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:13,680 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:03:13,753 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-13 13:03:13,826 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:13,900 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:13,976 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:14,056 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:03:14,133 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 13:03:14,208 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:03:14,284 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:03:14,358 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:03:14,432 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:03:14,510 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 13:03:14,585 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:14,667 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:14,747 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:14,822 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:14,898 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:14,971 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:15,044 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:15,115 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:15,187 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:15,258 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:15,328 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:15,403 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:03:15,486 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:03:15,561 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:03:15,638 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:03:15,711 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:03:15,786 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:03:15,857 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:03:15,928 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-13 13:03:16,002 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-13 13:03:16,073 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.935, mIoU: 0.650
2023-04-13 13:03:16,143 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.935, mIoU: 0.652
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2023-04-13 13:03:16,761 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 13:03:16,837 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-13 13:03:16,912 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-13 13:03:16,986 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.935, mIoU: 0.654
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2023-04-13 13:03:17,138 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.936, mIoU: 0.655
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2023-04-13 13:03:17,743 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.936, mIoU: 0.653
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2023-04-13 13:03:18,243 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.936, mIoU: 0.648
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2023-04-13 13:03:18,441 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.937, mIoU: 0.648
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2023-04-13 13:03:18,636 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.937, mIoU: 0.649
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2023-04-13 13:03:18,764 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-13 13:03:18,827 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-13 13:03:18,891 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.936, mIoU: 0.644
2023-04-13 13:03:18,954 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-13 13:03:19,018 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.935, mIoU: 0.644
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2023-04-13 13:03:19,158 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.936, mIoU: 0.644
2023-04-13 13:03:19,230 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-13 13:03:19,300 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-13 13:03:19,374 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-13 13:03:19,447 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-13 13:03:19,520 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-13 13:03:19,592 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-13 13:03:19,663 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-13 13:03:19,731 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-13 13:03:19,800 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-13 13:03:19,869 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-13 13:03:19,935 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-13 13:03:20,000 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-13 13:03:20,063 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-13 13:03:20,130 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-13 13:03:20,196 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-13 13:03:20,611 semantic_segmentation INFO: Overall validation pixAcc: 94.395, mIoU: 66.767
2023-04-13 13:03:29,777 semantic_segmentation INFO: Iters: 14410/40000 || Lr: 0.013413 || Task Loss: 0.2944 || KD Loss: 0.3009|| Cost Time: 3:49:15 || Estimated Time: 6:47:06
2023-04-13 13:03:38,648 semantic_segmentation INFO: Iters: 14420/40000 || Lr: 0.013408 || Task Loss: 0.2723 || KD Loss: 0.4194|| Cost Time: 3:49:24 || Estimated Time: 6:46:56
2023-04-13 13:03:47,478 semantic_segmentation INFO: Iters: 14430/40000 || Lr: 0.013404 || Task Loss: 0.2335 || KD Loss: 0.3171|| Cost Time: 3:49:33 || Estimated Time: 6:46:45
2023-04-13 13:03:56,463 semantic_segmentation INFO: Iters: 14440/40000 || Lr: 0.013399 || Task Loss: 0.2770 || KD Loss: 0.3887|| Cost Time: 3:49:42 || Estimated Time: 6:46:34
2023-04-13 13:04:05,385 semantic_segmentation INFO: Iters: 14450/40000 || Lr: 0.013394 || Task Loss: 0.4081 || KD Loss: 0.4063|| Cost Time: 3:49:50 || Estimated Time: 6:46:24
2023-04-13 13:04:14,421 semantic_segmentation INFO: Iters: 14460/40000 || Lr: 0.013390 || Task Loss: 0.2132 || KD Loss: 0.3515|| Cost Time: 3:49:59 || Estimated Time: 6:46:13
2023-04-13 13:04:23,463 semantic_segmentation INFO: Iters: 14470/40000 || Lr: 0.013385 || Task Loss: 0.4088 || KD Loss: 0.3713|| Cost Time: 3:50:09 || Estimated Time: 6:46:03
2023-04-13 13:04:32,432 semantic_segmentation INFO: Iters: 14480/40000 || Lr: 0.013380 || Task Loss: 0.2621 || KD Loss: 0.3738|| Cost Time: 3:50:17 || Estimated Time: 6:45:52
2023-04-13 13:04:41,431 semantic_segmentation INFO: Iters: 14490/40000 || Lr: 0.013376 || Task Loss: 0.2524 || KD Loss: 0.3500|| Cost Time: 3:50:26 || Estimated Time: 6:45:42
2023-04-13 13:04:50,462 semantic_segmentation INFO: Iters: 14500/40000 || Lr: 0.013371 || Task Loss: 0.2516 || KD Loss: 0.3703|| Cost Time: 3:50:36 || Estimated Time: 6:45:31
2023-04-13 13:04:59,390 semantic_segmentation INFO: Iters: 14510/40000 || Lr: 0.013366 || Task Loss: 0.2330 || KD Loss: 0.2679|| Cost Time: 3:50:44 || Estimated Time: 6:45:21
2023-04-13 13:05:08,407 semantic_segmentation INFO: Iters: 14520/40000 || Lr: 0.013362 || Task Loss: 0.1971 || KD Loss: 0.3637|| Cost Time: 3:50:53 || Estimated Time: 6:45:10
2023-04-13 13:05:17,350 semantic_segmentation INFO: Iters: 14530/40000 || Lr: 0.013357 || Task Loss: 0.3286 || KD Loss: 0.3065|| Cost Time: 3:51:02 || Estimated Time: 6:45:00
2023-04-13 13:05:26,345 semantic_segmentation INFO: Iters: 14540/40000 || Lr: 0.013352 || Task Loss: 0.2447 || KD Loss: 0.3121|| Cost Time: 3:51:11 || Estimated Time: 6:44:49
2023-04-13 13:05:35,334 semantic_segmentation INFO: Iters: 14550/40000 || Lr: 0.013347 || Task Loss: 0.2378 || KD Loss: 0.3152|| Cost Time: 3:51:20 || Estimated Time: 6:44:39
2023-04-13 13:05:44,356 semantic_segmentation INFO: Iters: 14560/40000 || Lr: 0.013343 || Task Loss: 0.2575 || KD Loss: 0.3437|| Cost Time: 3:51:29 || Estimated Time: 6:44:28
2023-04-13 13:05:53,326 semantic_segmentation INFO: Iters: 14570/40000 || Lr: 0.013338 || Task Loss: 0.3283 || KD Loss: 0.3408|| Cost Time: 3:51:38 || Estimated Time: 6:44:18
2023-04-13 13:06:02,320 semantic_segmentation INFO: Iters: 14580/40000 || Lr: 0.013333 || Task Loss: 0.2789 || KD Loss: 0.3294|| Cost Time: 3:51:47 || Estimated Time: 6:44:07
2023-04-13 13:06:11,199 semantic_segmentation INFO: Iters: 14590/40000 || Lr: 0.013329 || Task Loss: 0.2620 || KD Loss: 0.3903|| Cost Time: 3:51:56 || Estimated Time: 6:43:57
2023-04-13 13:06:20,304 semantic_segmentation INFO: Iters: 14600/40000 || Lr: 0.013324 || Task Loss: 0.2685 || KD Loss: 0.2854|| Cost Time: 3:52:05 || Estimated Time: 6:43:46
2023-04-13 13:06:29,151 semantic_segmentation INFO: Iters: 14610/40000 || Lr: 0.013319 || Task Loss: 0.1736 || KD Loss: 0.3471|| Cost Time: 3:52:14 || Estimated Time: 6:43:35
2023-04-13 13:06:38,227 semantic_segmentation INFO: Iters: 14620/40000 || Lr: 0.013315 || Task Loss: 0.2603 || KD Loss: 0.3190|| Cost Time: 3:52:23 || Estimated Time: 6:43:25
2023-04-13 13:06:47,319 semantic_segmentation INFO: Iters: 14630/40000 || Lr: 0.013310 || Task Loss: 0.3030 || KD Loss: 0.3752|| Cost Time: 3:52:32 || Estimated Time: 6:43:15
2023-04-13 13:06:56,395 semantic_segmentation INFO: Iters: 14640/40000 || Lr: 0.013305 || Task Loss: 0.2985 || KD Loss: 0.2657|| Cost Time: 3:52:41 || Estimated Time: 6:43:04
2023-04-13 13:07:05,363 semantic_segmentation INFO: Iters: 14650/40000 || Lr: 0.013301 || Task Loss: 0.2540 || KD Loss: 0.3153|| Cost Time: 3:52:50 || Estimated Time: 6:42:54
2023-04-13 13:07:14,357 semantic_segmentation INFO: Iters: 14660/40000 || Lr: 0.013296 || Task Loss: 0.3112 || KD Loss: 0.3864|| Cost Time: 3:52:59 || Estimated Time: 6:42:43
2023-04-13 13:07:23,444 semantic_segmentation INFO: Iters: 14670/40000 || Lr: 0.013291 || Task Loss: 0.2652 || KD Loss: 0.3266|| Cost Time: 3:53:08 || Estimated Time: 6:42:33
2023-04-13 13:07:32,428 semantic_segmentation INFO: Iters: 14680/40000 || Lr: 0.013287 || Task Loss: 0.2801 || KD Loss: 0.3636|| Cost Time: 3:53:17 || Estimated Time: 6:42:23
2023-04-13 13:07:41,506 semantic_segmentation INFO: Iters: 14690/40000 || Lr: 0.013282 || Task Loss: 0.3270 || KD Loss: 0.3617|| Cost Time: 3:53:27 || Estimated Time: 6:42:12
2023-04-13 13:07:50,526 semantic_segmentation INFO: Iters: 14700/40000 || Lr: 0.013277 || Task Loss: 0.2856 || KD Loss: 0.4130|| Cost Time: 3:53:36 || Estimated Time: 6:42:02
2023-04-13 13:07:59,535 semantic_segmentation INFO: Iters: 14710/40000 || Lr: 0.013273 || Task Loss: 0.3809 || KD Loss: 0.3777|| Cost Time: 3:53:45 || Estimated Time: 6:41:51
2023-04-13 13:08:08,527 semantic_segmentation INFO: Iters: 14720/40000 || Lr: 0.013268 || Task Loss: 0.3034 || KD Loss: 0.3744|| Cost Time: 3:53:54 || Estimated Time: 6:41:41
2023-04-13 13:08:17,551 semantic_segmentation INFO: Iters: 14730/40000 || Lr: 0.013263 || Task Loss: 0.3350 || KD Loss: 0.3092|| Cost Time: 3:54:03 || Estimated Time: 6:41:31
2023-04-13 13:08:26,524 semantic_segmentation INFO: Iters: 14740/40000 || Lr: 0.013258 || Task Loss: 0.2565 || KD Loss: 0.2906|| Cost Time: 3:54:12 || Estimated Time: 6:41:20
2023-04-13 13:08:35,532 semantic_segmentation INFO: Iters: 14750/40000 || Lr: 0.013254 || Task Loss: 0.4503 || KD Loss: 0.3737|| Cost Time: 3:54:21 || Estimated Time: 6:41:10
2023-04-13 13:08:44,489 semantic_segmentation INFO: Iters: 14760/40000 || Lr: 0.013249 || Task Loss: 0.2540 || KD Loss: 0.3672|| Cost Time: 3:54:30 || Estimated Time: 6:40:59
2023-04-13 13:08:53,513 semantic_segmentation INFO: Iters: 14770/40000 || Lr: 0.013244 || Task Loss: 0.1873 || KD Loss: 0.3028|| Cost Time: 3:54:39 || Estimated Time: 6:40:49
2023-04-13 13:09:02,559 semantic_segmentation INFO: Iters: 14780/40000 || Lr: 0.013240 || Task Loss: 0.2831 || KD Loss: 0.3391|| Cost Time: 3:54:48 || Estimated Time: 6:40:38
2023-04-13 13:09:11,586 semantic_segmentation INFO: Iters: 14790/40000 || Lr: 0.013235 || Task Loss: 0.2174 || KD Loss: 0.2908|| Cost Time: 3:54:57 || Estimated Time: 6:40:28
2023-04-13 13:09:20,584 semantic_segmentation INFO: Iters: 14800/40000 || Lr: 0.013230 || Task Loss: 0.2788 || KD Loss: 0.3419|| Cost Time: 3:55:06 || Estimated Time: 6:40:18
2023-04-13 13:09:20,868 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 13:09:23,743 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.403
2023-04-13 13:09:23,837 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.491
2023-04-13 13:09:23,933 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.501
2023-04-13 13:09:24,014 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.534
2023-04-13 13:09:24,085 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.526
2023-04-13 13:09:24,156 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.526
2023-04-13 13:09:24,230 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.562
2023-04-13 13:09:24,305 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.602
2023-04-13 13:09:24,380 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.643
2023-04-13 13:09:24,456 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.682
2023-04-13 13:09:24,530 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.689
2023-04-13 13:09:24,600 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.706
2023-04-13 13:09:24,671 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.703
2023-04-13 13:09:24,742 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.693
2023-04-13 13:09:24,812 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.676
2023-04-13 13:09:24,883 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.667
2023-04-13 13:09:24,954 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.666
2023-04-13 13:09:25,033 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.669
2023-04-13 13:09:25,105 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.675
2023-04-13 13:09:25,180 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.682
2023-04-13 13:09:25,260 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.681
2023-04-13 13:09:25,338 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-13 13:09:25,417 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.661
2023-04-13 13:09:25,493 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.668
2023-04-13 13:09:25,567 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 13:09:25,642 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 13:09:25,717 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 13:09:25,791 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 13:09:25,871 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 13:09:25,950 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 13:09:26,028 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 13:09:26,109 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 13:09:26,182 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 13:09:26,256 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.670
2023-04-13 13:09:26,331 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 13:09:26,407 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 13:09:26,480 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-13 13:09:26,553 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 13:09:26,627 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 13:09:26,702 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:09:26,779 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:09:26,853 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:09:26,923 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:09:26,994 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 13:09:27,066 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-13 13:09:27,146 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-13 13:09:27,218 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-13 13:09:27,294 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.659
2023-04-13 13:09:27,374 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-13 13:09:27,454 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-13 13:09:27,536 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-13 13:09:27,613 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.655
2023-04-13 13:09:27,688 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.653
2023-04-13 13:09:27,763 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-13 13:09:27,840 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-13 13:09:27,918 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-13 13:09:27,993 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-13 13:09:28,070 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-13 13:09:28,144 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:09:28,215 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.656
2023-04-13 13:09:28,289 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:09:28,362 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 13:09:28,446 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 13:09:28,520 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:09:28,596 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-13 13:09:28,674 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-13 13:09:28,753 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 13:09:28,826 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 13:09:28,900 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 13:09:28,977 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:09:29,052 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.661
2023-04-13 13:09:29,127 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 13:09:29,198 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-13 13:09:29,268 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:09:29,344 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 13:09:29,423 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 13:09:29,503 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 13:09:29,575 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-13 13:09:29,648 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-13 13:09:29,724 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.666
2023-04-13 13:09:29,797 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.934, mIoU: 0.667
2023-04-13 13:09:29,871 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.666
2023-04-13 13:09:29,944 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 13:09:30,017 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-13 13:09:30,088 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:09:30,168 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:09:30,261 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:09:30,339 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:09:30,415 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-13 13:09:30,487 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 13:09:30,564 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 13:09:30,638 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 13:09:30,712 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-13 13:09:30,785 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-13 13:09:30,861 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-13 13:09:30,932 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-13 13:09:31,010 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 13:09:31,081 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 13:09:31,162 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 13:09:31,235 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 13:09:31,307 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 13:09:31,388 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 13:09:31,468 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 13:09:31,545 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 13:09:31,620 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-13 13:09:31,697 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 13:09:31,771 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-13 13:09:31,843 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 13:09:31,917 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-13 13:09:31,995 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 13:09:32,074 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 13:09:32,152 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 13:09:32,231 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 13:09:32,301 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-13 13:09:32,379 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 13:09:32,456 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-13 13:09:32,527 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-13 13:09:32,602 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 13:09:32,673 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 13:09:32,743 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 13:09:32,818 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 13:09:32,897 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 13:09:32,978 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 13:09:33,054 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 13:09:33,127 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 13:09:33,207 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 13:09:33,281 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 13:09:33,354 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:09:33,429 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:09:33,505 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:09:33,581 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:09:33,657 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 13:09:33,731 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 13:09:33,810 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 13:09:33,882 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:09:33,957 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:09:34,031 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:09:34,112 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:09:34,187 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:09:34,265 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 13:09:34,339 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-13 13:09:34,414 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:09:34,491 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 13:09:34,565 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:09:34,635 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 13:09:34,706 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:09:34,777 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:09:34,853 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 13:09:34,931 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 13:09:35,007 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 13:09:35,081 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 13:09:35,158 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-13 13:09:35,234 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 13:09:35,313 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-13 13:09:35,389 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 13:09:35,465 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 13:09:35,538 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 13:09:35,610 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:09:35,691 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-13 13:09:35,768 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-13 13:09:35,844 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-13 13:09:35,919 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:09:35,993 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:09:36,067 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:09:36,137 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 13:09:36,209 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:09:36,289 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:09:36,363 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:09:36,441 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 13:09:36,516 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-13 13:09:36,594 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 13:09:36,672 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-13 13:09:36,753 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:36,829 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:36,900 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:36,970 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:37,041 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 13:09:37,114 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:37,194 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:09:37,271 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:37,350 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:37,422 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:37,497 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:37,570 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:37,641 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:37,715 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.933, mIoU: 0.649
2023-04-13 13:09:37,785 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:09:37,854 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.934, mIoU: 0.648
2023-04-13 13:09:37,926 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.934, mIoU: 0.648
2023-04-13 13:09:38,003 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:09:38,081 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:09:38,155 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.934, mIoU: 0.648
2023-04-13 13:09:38,229 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-13 13:09:38,304 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-13 13:09:38,379 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-13 13:09:38,453 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 13:09:38,525 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 13:09:38,600 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 13:09:38,678 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-13 13:09:38,750 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-13 13:09:38,828 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-13 13:09:38,906 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:09:38,985 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:09:39,065 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:09:39,140 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:09:39,213 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:09:39,282 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:09:39,354 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 13:09:39,427 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 13:09:39,498 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 13:09:39,572 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 13:09:39,653 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-13 13:09:39,731 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-13 13:09:39,807 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-13 13:09:39,888 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-13 13:09:39,968 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-13 13:09:40,042 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-13 13:09:40,114 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-13 13:09:40,185 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-13 13:09:40,256 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-13 13:09:40,327 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.935, mIoU: 0.639
2023-04-13 13:09:40,397 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.935, mIoU: 0.640
2023-04-13 13:09:40,468 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.935, mIoU: 0.640
2023-04-13 13:09:40,538 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.935, mIoU: 0.640
2023-04-13 13:09:40,608 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.936, mIoU: 0.641
2023-04-13 13:09:40,679 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.936, mIoU: 0.641
2023-04-13 13:09:40,748 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.936, mIoU: 0.641
2023-04-13 13:09:40,818 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.936, mIoU: 0.641
2023-04-13 13:09:40,888 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.935, mIoU: 0.638
2023-04-13 13:09:40,958 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.935, mIoU: 0.638
2023-04-13 13:09:41,028 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 13:09:41,096 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-13 13:09:41,166 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 13:09:41,234 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.935, mIoU: 0.636
2023-04-13 13:09:41,302 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.935, mIoU: 0.636
2023-04-13 13:09:41,371 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.935, mIoU: 0.636
2023-04-13 13:09:41,437 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 13:09:41,504 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 13:09:41,571 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.935, mIoU: 0.635
2023-04-13 13:09:41,638 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.935, mIoU: 0.636
2023-04-13 13:09:41,703 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.935, mIoU: 0.636
2023-04-13 13:09:41,769 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 13:09:41,837 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-13 13:09:41,909 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.935, mIoU: 0.638
2023-04-13 13:09:41,983 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.935, mIoU: 0.638
2023-04-13 13:09:42,054 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.935, mIoU: 0.639
2023-04-13 13:09:42,124 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.935, mIoU: 0.639
2023-04-13 13:09:42,191 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.935, mIoU: 0.639
2023-04-13 13:09:42,261 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.935, mIoU: 0.639
2023-04-13 13:09:42,329 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.935, mIoU: 0.639
2023-04-13 13:09:42,587 semantic_segmentation INFO: Overall validation pixAcc: 94.152, mIoU: 65.317
2023-04-13 13:09:51,542 semantic_segmentation INFO: Iters: 14810/40000 || Lr: 0.013226 || Task Loss: 0.5276 || KD Loss: 0.4280|| Cost Time: 3:55:37 || Estimated Time: 6:40:44
2023-04-13 13:10:00,284 semantic_segmentation INFO: Iters: 14820/40000 || Lr: 0.013221 || Task Loss: 0.2206 || KD Loss: 0.3117|| Cost Time: 3:55:45 || Estimated Time: 6:40:34
2023-04-13 13:10:09,260 semantic_segmentation INFO: Iters: 14830/40000 || Lr: 0.013216 || Task Loss: 0.3041 || KD Loss: 0.3204|| Cost Time: 3:55:54 || Estimated Time: 6:40:23
2023-04-13 13:10:18,176 semantic_segmentation INFO: Iters: 14840/40000 || Lr: 0.013212 || Task Loss: 0.3293 || KD Loss: 0.4226|| Cost Time: 3:56:03 || Estimated Time: 6:40:12
2023-04-13 13:10:27,027 semantic_segmentation INFO: Iters: 14850/40000 || Lr: 0.013207 || Task Loss: 0.4495 || KD Loss: 0.3645|| Cost Time: 3:56:12 || Estimated Time: 6:40:02
2023-04-13 13:10:35,923 semantic_segmentation INFO: Iters: 14860/40000 || Lr: 0.013202 || Task Loss: 0.2379 || KD Loss: 0.2762|| Cost Time: 3:56:21 || Estimated Time: 6:39:51
2023-04-13 13:10:44,908 semantic_segmentation INFO: Iters: 14870/40000 || Lr: 0.013197 || Task Loss: 0.4067 || KD Loss: 0.4079|| Cost Time: 3:56:30 || Estimated Time: 6:39:41
2023-04-13 13:10:53,819 semantic_segmentation INFO: Iters: 14880/40000 || Lr: 0.013193 || Task Loss: 0.2463 || KD Loss: 0.3558|| Cost Time: 3:56:39 || Estimated Time: 6:39:30
2023-04-13 13:11:02,722 semantic_segmentation INFO: Iters: 14890/40000 || Lr: 0.013188 || Task Loss: 0.1737 || KD Loss: 0.2769|| Cost Time: 3:56:48 || Estimated Time: 6:39:19
2023-04-13 13:11:11,536 semantic_segmentation INFO: Iters: 14900/40000 || Lr: 0.013183 || Task Loss: 0.2534 || KD Loss: 0.3068|| Cost Time: 3:56:57 || Estimated Time: 6:39:09
2023-04-13 13:11:20,600 semantic_segmentation INFO: Iters: 14910/40000 || Lr: 0.013179 || Task Loss: 0.4081 || KD Loss: 0.3945|| Cost Time: 3:57:06 || Estimated Time: 6:38:58
2023-04-13 13:11:29,650 semantic_segmentation INFO: Iters: 14920/40000 || Lr: 0.013174 || Task Loss: 0.2085 || KD Loss: 0.2999|| Cost Time: 3:57:15 || Estimated Time: 6:38:48
2023-04-13 13:11:38,549 semantic_segmentation INFO: Iters: 14930/40000 || Lr: 0.013169 || Task Loss: 0.3010 || KD Loss: 0.3743|| Cost Time: 3:57:24 || Estimated Time: 6:38:37
2023-04-13 13:11:47,521 semantic_segmentation INFO: Iters: 14940/40000 || Lr: 0.013165 || Task Loss: 0.2900 || KD Loss: 0.4394|| Cost Time: 3:57:33 || Estimated Time: 6:38:27
2023-04-13 13:11:56,257 semantic_segmentation INFO: Iters: 14950/40000 || Lr: 0.013160 || Task Loss: 0.2544 || KD Loss: 0.3416|| Cost Time: 3:57:41 || Estimated Time: 6:38:16
2023-04-13 13:12:05,327 semantic_segmentation INFO: Iters: 14960/40000 || Lr: 0.013155 || Task Loss: 0.2421 || KD Loss: 0.3448|| Cost Time: 3:57:50 || Estimated Time: 6:38:06
2023-04-13 13:12:14,317 semantic_segmentation INFO: Iters: 14970/40000 || Lr: 0.013151 || Task Loss: 0.2505 || KD Loss: 0.3287|| Cost Time: 3:57:59 || Estimated Time: 6:37:55
2023-04-13 13:12:23,273 semantic_segmentation INFO: Iters: 14980/40000 || Lr: 0.013146 || Task Loss: 0.3581 || KD Loss: 0.2916|| Cost Time: 3:58:08 || Estimated Time: 6:37:45
2023-04-13 13:12:32,275 semantic_segmentation INFO: Iters: 14990/40000 || Lr: 0.013141 || Task Loss: 0.2808 || KD Loss: 0.3938|| Cost Time: 3:58:17 || Estimated Time: 6:37:34
2023-04-13 13:12:41,178 semantic_segmentation INFO: Iters: 15000/40000 || Lr: 0.013136 || Task Loss: 0.2423 || KD Loss: 0.3901|| Cost Time: 3:58:26 || Estimated Time: 6:37:24
2023-04-13 13:12:50,016 semantic_segmentation INFO: Iters: 15010/40000 || Lr: 0.013132 || Task Loss: 0.2150 || KD Loss: 0.3205|| Cost Time: 3:58:35 || Estimated Time: 6:37:13
2023-04-13 13:12:59,017 semantic_segmentation INFO: Iters: 15020/40000 || Lr: 0.013127 || Task Loss: 0.2215 || KD Loss: 0.2812|| Cost Time: 3:58:44 || Estimated Time: 6:37:02
2023-04-13 13:13:07,993 semantic_segmentation INFO: Iters: 15030/40000 || Lr: 0.013122 || Task Loss: 0.3582 || KD Loss: 0.3762|| Cost Time: 3:58:53 || Estimated Time: 6:36:52
2023-04-13 13:13:16,993 semantic_segmentation INFO: Iters: 15040/40000 || Lr: 0.013118 || Task Loss: 0.2578 || KD Loss: 0.3329|| Cost Time: 3:59:02 || Estimated Time: 6:36:42
2023-04-13 13:13:25,862 semantic_segmentation INFO: Iters: 15050/40000 || Lr: 0.013113 || Task Loss: 0.2617 || KD Loss: 0.3031|| Cost Time: 3:59:11 || Estimated Time: 6:36:31
2023-04-13 13:13:34,862 semantic_segmentation INFO: Iters: 15060/40000 || Lr: 0.013108 || Task Loss: 0.4150 || KD Loss: 0.3172|| Cost Time: 3:59:20 || Estimated Time: 6:36:20
2023-04-13 13:13:43,874 semantic_segmentation INFO: Iters: 15070/40000 || Lr: 0.013104 || Task Loss: 0.2202 || KD Loss: 0.3123|| Cost Time: 3:59:29 || Estimated Time: 6:36:10
2023-04-13 13:13:52,842 semantic_segmentation INFO: Iters: 15080/40000 || Lr: 0.013099 || Task Loss: 0.2962 || KD Loss: 0.3691|| Cost Time: 3:59:38 || Estimated Time: 6:36:00
2023-04-13 13:14:01,690 semantic_segmentation INFO: Iters: 15090/40000 || Lr: 0.013094 || Task Loss: 0.2786 || KD Loss: 0.2643|| Cost Time: 3:59:47 || Estimated Time: 6:35:49
2023-04-13 13:14:10,709 semantic_segmentation INFO: Iters: 15100/40000 || Lr: 0.013090 || Task Loss: 0.2140 || KD Loss: 0.3465|| Cost Time: 3:59:56 || Estimated Time: 6:35:39
2023-04-13 13:14:19,736 semantic_segmentation INFO: Iters: 15110/40000 || Lr: 0.013085 || Task Loss: 0.2178 || KD Loss: 0.2971|| Cost Time: 4:00:05 || Estimated Time: 6:35:28
2023-04-13 13:14:28,747 semantic_segmentation INFO: Iters: 15120/40000 || Lr: 0.013080 || Task Loss: 0.2902 || KD Loss: 0.3059|| Cost Time: 4:00:14 || Estimated Time: 6:35:18
2023-04-13 13:14:37,647 semantic_segmentation INFO: Iters: 15130/40000 || Lr: 0.013075 || Task Loss: 0.3289 || KD Loss: 0.3021|| Cost Time: 4:00:23 || Estimated Time: 6:35:07
2023-04-13 13:14:46,688 semantic_segmentation INFO: Iters: 15140/40000 || Lr: 0.013071 || Task Loss: 0.2221 || KD Loss: 0.2633|| Cost Time: 4:00:32 || Estimated Time: 6:34:57
2023-04-13 13:14:55,571 semantic_segmentation INFO: Iters: 15150/40000 || Lr: 0.013066 || Task Loss: 0.3790 || KD Loss: 0.4133|| Cost Time: 4:00:41 || Estimated Time: 6:34:46
2023-04-13 13:15:04,363 semantic_segmentation INFO: Iters: 15160/40000 || Lr: 0.013061 || Task Loss: 0.2903 || KD Loss: 0.2992|| Cost Time: 4:00:49 || Estimated Time: 6:34:36
2023-04-13 13:15:13,405 semantic_segmentation INFO: Iters: 15170/40000 || Lr: 0.013057 || Task Loss: 0.2991 || KD Loss: 0.3603|| Cost Time: 4:00:58 || Estimated Time: 6:34:25
2023-04-13 13:15:22,403 semantic_segmentation INFO: Iters: 15180/40000 || Lr: 0.013052 || Task Loss: 0.2135 || KD Loss: 0.2837|| Cost Time: 4:01:07 || Estimated Time: 6:34:15
2023-04-13 13:15:31,413 semantic_segmentation INFO: Iters: 15190/40000 || Lr: 0.013047 || Task Loss: 0.2144 || KD Loss: 0.2809|| Cost Time: 4:01:16 || Estimated Time: 6:34:04
2023-04-13 13:15:40,437 semantic_segmentation INFO: Iters: 15200/40000 || Lr: 0.013043 || Task Loss: 0.2249 || KD Loss: 0.2645|| Cost Time: 4:01:25 || Estimated Time: 6:33:54
2023-04-13 13:15:40,719 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 13:15:43,298 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.396
2023-04-13 13:15:43,451 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.492
2023-04-13 13:15:43,719 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.503
2023-04-13 13:15:43,812 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.540
2023-04-13 13:15:43,889 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.558
2023-04-13 13:15:43,975 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.560
2023-04-13 13:15:44,051 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.590
2023-04-13 13:15:44,123 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.618
2023-04-13 13:15:44,197 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.662
2023-04-13 13:15:44,278 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.696
2023-04-13 13:15:44,353 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.704
2023-04-13 13:15:44,427 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.729
2023-04-13 13:15:44,504 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.712
2023-04-13 13:15:44,577 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.703
2023-04-13 13:15:44,651 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.695
2023-04-13 13:15:44,721 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.684
2023-04-13 13:15:44,793 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.686
2023-04-13 13:15:44,887 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.686
2023-04-13 13:15:44,956 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.693
2023-04-13 13:15:45,028 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-13 13:15:45,104 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-13 13:15:45,179 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.714
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2023-04-13 13:15:45,335 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-13 13:15:45,415 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.727
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2023-04-13 13:15:45,560 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.708
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2023-04-13 13:15:45,801 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.691
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2023-04-13 13:15:45,948 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.688
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2023-04-13 13:15:48,341 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.669
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2023-04-13 13:15:58,573 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:15:58,647 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:15:58,724 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-13 13:15:58,795 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.935, mIoU: 0.661
2023-04-13 13:15:58,870 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.935, mIoU: 0.661
2023-04-13 13:15:58,944 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.935, mIoU: 0.661
2023-04-13 13:15:59,021 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.935, mIoU: 0.661
2023-04-13 13:15:59,102 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.936, mIoU: 0.661
2023-04-13 13:15:59,176 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.936, mIoU: 0.661
2023-04-13 13:15:59,251 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-13 13:15:59,325 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 13:15:59,399 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 13:15:59,475 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 13:15:59,546 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 13:15:59,617 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 13:15:59,688 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:15:59,759 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:15:59,836 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:15:59,912 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:15:59,986 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:16:00,061 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:16:00,135 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:16:00,205 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:16:00,275 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:16:00,345 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:16:00,414 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.937, mIoU: 0.659
2023-04-13 13:16:00,482 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.937, mIoU: 0.659
2023-04-13 13:16:00,550 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.937, mIoU: 0.659
2023-04-13 13:16:00,617 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 13:16:00,683 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 13:16:00,749 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:16:00,813 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:16:00,877 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:00,939 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:01,004 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:01,067 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:01,131 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:01,198 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:01,269 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:01,341 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:01,412 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:01,485 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:16:01,558 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:16:01,629 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:16:01,697 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:16:01,766 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:16:01,835 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 13:16:01,902 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 13:16:01,969 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-13 13:16:02,032 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-13 13:16:02,099 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.936, mIoU: 0.658
2023-04-13 13:16:02,166 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.937, mIoU: 0.659
2023-04-13 13:16:02,417 semantic_segmentation INFO: Overall validation pixAcc: 94.217, mIoU: 65.429
2023-04-13 13:16:11,529 semantic_segmentation INFO: Iters: 15210/40000 || Lr: 0.013038 || Task Loss: 0.2282 || KD Loss: 0.2824|| Cost Time: 4:01:57 || Estimated Time: 6:34:20
2023-04-13 13:16:20,428 semantic_segmentation INFO: Iters: 15220/40000 || Lr: 0.013033 || Task Loss: 0.2594 || KD Loss: 0.3663|| Cost Time: 4:02:05 || Estimated Time: 6:34:09
2023-04-13 13:16:29,374 semantic_segmentation INFO: Iters: 15230/40000 || Lr: 0.013029 || Task Loss: 0.2565 || KD Loss: 0.3058|| Cost Time: 4:02:14 || Estimated Time: 6:33:59
2023-04-13 13:16:38,359 semantic_segmentation INFO: Iters: 15240/40000 || Lr: 0.013024 || Task Loss: 0.2190 || KD Loss: 0.2258|| Cost Time: 4:02:23 || Estimated Time: 6:33:48
2023-04-13 13:16:47,353 semantic_segmentation INFO: Iters: 15250/40000 || Lr: 0.013019 || Task Loss: 0.2985 || KD Loss: 0.3641|| Cost Time: 4:02:32 || Estimated Time: 6:33:38
2023-04-13 13:16:56,256 semantic_segmentation INFO: Iters: 15260/40000 || Lr: 0.013014 || Task Loss: 0.2222 || KD Loss: 0.2374|| Cost Time: 4:02:41 || Estimated Time: 6:33:27
2023-04-13 13:17:05,215 semantic_segmentation INFO: Iters: 15270/40000 || Lr: 0.013010 || Task Loss: 0.3387 || KD Loss: 0.3459|| Cost Time: 4:02:50 || Estimated Time: 6:33:17
2023-04-13 13:17:14,204 semantic_segmentation INFO: Iters: 15280/40000 || Lr: 0.013005 || Task Loss: 0.2399 || KD Loss: 0.3013|| Cost Time: 4:02:59 || Estimated Time: 6:33:06
2023-04-13 13:17:23,220 semantic_segmentation INFO: Iters: 15290/40000 || Lr: 0.013000 || Task Loss: 0.2133 || KD Loss: 0.2991|| Cost Time: 4:03:08 || Estimated Time: 6:32:56
2023-04-13 13:17:32,257 semantic_segmentation INFO: Iters: 15300/40000 || Lr: 0.012996 || Task Loss: 0.2976 || KD Loss: 0.2457|| Cost Time: 4:03:17 || Estimated Time: 6:32:45
2023-04-13 13:17:41,263 semantic_segmentation INFO: Iters: 15310/40000 || Lr: 0.012991 || Task Loss: 0.5032 || KD Loss: 0.4116|| Cost Time: 4:03:26 || Estimated Time: 6:32:35
2023-04-13 13:17:50,170 semantic_segmentation INFO: Iters: 15320/40000 || Lr: 0.012986 || Task Loss: 0.3413 || KD Loss: 0.3336|| Cost Time: 4:03:35 || Estimated Time: 6:32:24
2023-04-13 13:17:59,188 semantic_segmentation INFO: Iters: 15330/40000 || Lr: 0.012982 || Task Loss: 0.2339 || KD Loss: 0.3146|| Cost Time: 4:03:44 || Estimated Time: 6:32:14
2023-04-13 13:18:08,270 semantic_segmentation INFO: Iters: 15340/40000 || Lr: 0.012977 || Task Loss: 0.2544 || KD Loss: 0.3101|| Cost Time: 4:03:53 || Estimated Time: 6:32:04
2023-04-13 13:18:17,213 semantic_segmentation INFO: Iters: 15350/40000 || Lr: 0.012972 || Task Loss: 0.2199 || KD Loss: 0.3003|| Cost Time: 4:04:02 || Estimated Time: 6:31:53
2023-04-13 13:18:26,321 semantic_segmentation INFO: Iters: 15360/40000 || Lr: 0.012967 || Task Loss: 0.3232 || KD Loss: 0.4137|| Cost Time: 4:04:11 || Estimated Time: 6:31:43
2023-04-13 13:18:35,230 semantic_segmentation INFO: Iters: 15370/40000 || Lr: 0.012963 || Task Loss: 0.5827 || KD Loss: 0.3871|| Cost Time: 4:04:20 || Estimated Time: 6:31:33
2023-04-13 13:18:44,308 semantic_segmentation INFO: Iters: 15380/40000 || Lr: 0.012958 || Task Loss: 0.4127 || KD Loss: 0.3593|| Cost Time: 4:04:29 || Estimated Time: 6:31:22
2023-04-13 13:18:53,356 semantic_segmentation INFO: Iters: 15390/40000 || Lr: 0.012953 || Task Loss: 0.3252 || KD Loss: 0.3098|| Cost Time: 4:04:38 || Estimated Time: 6:31:12
2023-04-13 13:19:02,360 semantic_segmentation INFO: Iters: 15400/40000 || Lr: 0.012949 || Task Loss: 0.3296 || KD Loss: 0.3694|| Cost Time: 4:04:47 || Estimated Time: 6:31:02
2023-04-13 13:19:11,350 semantic_segmentation INFO: Iters: 15410/40000 || Lr: 0.012944 || Task Loss: 0.3142 || KD Loss: 0.3597|| Cost Time: 4:04:56 || Estimated Time: 6:30:51
2023-04-13 13:19:20,359 semantic_segmentation INFO: Iters: 15420/40000 || Lr: 0.012939 || Task Loss: 0.2067 || KD Loss: 0.2565|| Cost Time: 4:05:05 || Estimated Time: 6:30:41
2023-04-13 13:19:29,373 semantic_segmentation INFO: Iters: 15430/40000 || Lr: 0.012935 || Task Loss: 0.2704 || KD Loss: 0.3455|| Cost Time: 4:05:14 || Estimated Time: 6:30:30
2023-04-13 13:19:38,292 semantic_segmentation INFO: Iters: 15440/40000 || Lr: 0.012930 || Task Loss: 0.2435 || KD Loss: 0.3254|| Cost Time: 4:05:23 || Estimated Time: 6:30:20
2023-04-13 13:19:47,363 semantic_segmentation INFO: Iters: 15450/40000 || Lr: 0.012925 || Task Loss: 0.5735 || KD Loss: 0.4603|| Cost Time: 4:05:32 || Estimated Time: 6:30:10
2023-04-13 13:19:56,421 semantic_segmentation INFO: Iters: 15460/40000 || Lr: 0.012920 || Task Loss: 0.2210 || KD Loss: 0.3773|| Cost Time: 4:05:41 || Estimated Time: 6:29:59
2023-04-13 13:20:05,431 semantic_segmentation INFO: Iters: 15470/40000 || Lr: 0.012916 || Task Loss: 0.2158 || KD Loss: 0.3426|| Cost Time: 4:05:50 || Estimated Time: 6:29:49
2023-04-13 13:20:14,417 semantic_segmentation INFO: Iters: 15480/40000 || Lr: 0.012911 || Task Loss: 0.3793 || KD Loss: 0.3287|| Cost Time: 4:05:59 || Estimated Time: 6:29:39
2023-04-13 13:20:23,443 semantic_segmentation INFO: Iters: 15490/40000 || Lr: 0.012906 || Task Loss: 0.4119 || KD Loss: 0.4038|| Cost Time: 4:06:08 || Estimated Time: 6:29:28
2023-04-13 13:20:32,435 semantic_segmentation INFO: Iters: 15500/40000 || Lr: 0.012902 || Task Loss: 0.1950 || KD Loss: 0.2946|| Cost Time: 4:06:17 || Estimated Time: 6:29:18
2023-04-13 13:20:41,461 semantic_segmentation INFO: Iters: 15510/40000 || Lr: 0.012897 || Task Loss: 0.3768 || KD Loss: 0.4347|| Cost Time: 4:06:27 || Estimated Time: 6:29:07
2023-04-13 13:20:50,483 semantic_segmentation INFO: Iters: 15520/40000 || Lr: 0.012892 || Task Loss: 0.2328 || KD Loss: 0.3218|| Cost Time: 4:06:36 || Estimated Time: 6:28:57
2023-04-13 13:20:59,474 semantic_segmentation INFO: Iters: 15530/40000 || Lr: 0.012887 || Task Loss: 0.2909 || KD Loss: 0.3658|| Cost Time: 4:06:45 || Estimated Time: 6:28:47
2023-04-13 13:21:08,479 semantic_segmentation INFO: Iters: 15540/40000 || Lr: 0.012883 || Task Loss: 0.3448 || KD Loss: 0.3387|| Cost Time: 4:06:54 || Estimated Time: 6:28:36
2023-04-13 13:21:17,539 semantic_segmentation INFO: Iters: 15550/40000 || Lr: 0.012878 || Task Loss: 0.2480 || KD Loss: 0.3005|| Cost Time: 4:07:03 || Estimated Time: 6:28:26
2023-04-13 13:21:26,547 semantic_segmentation INFO: Iters: 15560/40000 || Lr: 0.012873 || Task Loss: 0.3042 || KD Loss: 0.3605|| Cost Time: 4:07:12 || Estimated Time: 6:28:16
2023-04-13 13:21:35,609 semantic_segmentation INFO: Iters: 15570/40000 || Lr: 0.012869 || Task Loss: 0.2965 || KD Loss: 0.3422|| Cost Time: 4:07:21 || Estimated Time: 6:28:05
2023-04-13 13:21:44,630 semantic_segmentation INFO: Iters: 15580/40000 || Lr: 0.012864 || Task Loss: 0.4211 || KD Loss: 0.3301|| Cost Time: 4:07:30 || Estimated Time: 6:27:55
2023-04-13 13:21:53,616 semantic_segmentation INFO: Iters: 15590/40000 || Lr: 0.012859 || Task Loss: 0.2783 || KD Loss: 0.2844|| Cost Time: 4:07:39 || Estimated Time: 6:27:45
2023-04-13 13:22:02,658 semantic_segmentation INFO: Iters: 15600/40000 || Lr: 0.012855 || Task Loss: 0.2575 || KD Loss: 0.3935|| Cost Time: 4:07:48 || Estimated Time: 6:27:34
2023-04-13 13:22:02,939 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 13:22:05,403 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.952, mIoU: 0.375
2023-04-13 13:22:05,532 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.955, mIoU: 0.440
2023-04-13 13:22:05,778 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.957, mIoU: 0.448
2023-04-13 13:22:05,876 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.476
2023-04-13 13:22:05,964 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.474
2023-04-13 13:22:06,061 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.478
2023-04-13 13:22:06,149 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.474
2023-04-13 13:22:06,231 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.488
2023-04-13 13:22:06,302 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.525
2023-04-13 13:22:06,374 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.573
2023-04-13 13:22:06,448 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.581
2023-04-13 13:22:06,518 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.610
2023-04-13 13:22:06,590 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.624
2023-04-13 13:22:06,675 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.610
2023-04-13 13:22:06,747 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.590
2023-04-13 13:22:06,819 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.587
2023-04-13 13:22:06,895 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.595
2023-04-13 13:22:06,968 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.598
2023-04-13 13:22:07,044 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.610
2023-04-13 13:22:07,123 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.617
2023-04-13 13:22:07,208 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.622
2023-04-13 13:22:07,284 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.649
2023-04-13 13:22:07,357 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.648
2023-04-13 13:22:07,431 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.655
2023-04-13 13:22:07,507 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-13 13:22:07,580 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 13:22:07,655 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-13 13:22:07,728 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.659
2023-04-13 13:22:07,802 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.658
2023-04-13 13:22:07,901 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-13 13:22:07,973 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-13 13:22:08,047 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:22:08,126 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.652
2023-04-13 13:22:08,202 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:22:08,275 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:22:08,349 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:22:08,424 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-13 13:22:08,500 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-13 13:22:08,572 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.642
2023-04-13 13:22:08,647 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-13 13:22:08,726 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-13 13:22:08,798 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-13 13:22:08,871 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-13 13:22:08,947 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:22:09,023 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-13 13:22:09,099 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-13 13:22:09,178 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.646
2023-04-13 13:22:09,266 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.646
2023-04-13 13:22:09,341 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.651
2023-04-13 13:22:09,419 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.652
2023-04-13 13:22:09,494 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.651
2023-04-13 13:22:09,572 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-13 13:22:09,657 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-13 13:22:09,733 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-13 13:22:09,819 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-13 13:22:09,906 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-13 13:22:09,979 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.650
2023-04-13 13:22:10,055 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:22:10,130 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.661
2023-04-13 13:22:10,205 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 13:22:10,282 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-13 13:22:10,358 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-13 13:22:10,429 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-13 13:22:10,504 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-13 13:22:10,579 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-13 13:22:10,649 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 13:22:10,723 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-13 13:22:10,799 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:10,879 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-13 13:22:10,956 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-13 13:22:11,032 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:22:11,115 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:22:11,193 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-13 13:22:11,267 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-13 13:22:11,342 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:22:11,419 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-13 13:22:11,493 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-13 13:22:11,571 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-13 13:22:11,642 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-13 13:22:11,714 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 13:22:11,785 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 13:22:11,856 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.663
2023-04-13 13:22:11,930 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 13:22:11,998 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 13:22:12,069 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 13:22:12,140 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 13:22:12,215 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-13 13:22:12,286 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 13:22:12,361 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 13:22:12,442 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 13:22:12,523 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-13 13:22:12,601 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 13:22:12,679 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-13 13:22:12,753 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 13:22:12,827 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 13:22:12,899 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-13 13:22:12,970 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.930, mIoU: 0.667
2023-04-13 13:22:13,046 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.931, mIoU: 0.667
2023-04-13 13:22:13,124 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-13 13:22:13,202 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-13 13:22:13,279 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-13 13:22:13,355 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.662
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2023-04-13 13:22:13,580 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.928, mIoU: 0.663
2023-04-13 13:22:13,652 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.928, mIoU: 0.663
2023-04-13 13:22:13,725 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.928, mIoU: 0.663
2023-04-13 13:22:13,801 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-13 13:22:13,885 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 13:22:13,962 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-13 13:22:14,040 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.928, mIoU: 0.665
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2023-04-13 13:22:14,256 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-13 13:22:14,330 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-13 13:22:14,401 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 13:22:14,473 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.928, mIoU: 0.666
2023-04-13 13:22:14,544 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.928, mIoU: 0.665
2023-04-13 13:22:14,618 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.927, mIoU: 0.658
2023-04-13 13:22:14,703 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.928, mIoU: 0.659
2023-04-13 13:22:14,787 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-13 13:22:14,867 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.658
2023-04-13 13:22:14,939 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.658
2023-04-13 13:22:15,016 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-13 13:22:15,093 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.659
2023-04-13 13:22:15,167 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.927, mIoU: 0.659
2023-04-13 13:22:15,241 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.927, mIoU: 0.661
2023-04-13 13:22:15,313 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.661
2023-04-13 13:22:15,389 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.661
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2023-04-13 13:22:15,541 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-13 13:22:15,619 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-13 13:22:15,696 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-13 13:22:15,771 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 13:22:15,844 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 13:22:15,920 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 13:22:15,998 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 13:22:16,076 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 13:22:16,151 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 13:22:16,227 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 13:22:16,302 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 13:22:16,373 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-13 13:22:16,447 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-13 13:22:16,519 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-13 13:22:16,589 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 13:22:16,665 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 13:22:16,748 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 13:22:16,825 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 13:22:16,901 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 13:22:16,983 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-13 13:22:17,057 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 13:22:17,131 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 13:22:17,207 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 13:22:17,280 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-13 13:22:17,358 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-13 13:22:17,433 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 13:22:17,508 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-13 13:22:17,581 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 13:22:17,651 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 13:22:17,725 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 13:22:17,797 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.662
2023-04-13 13:22:17,867 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-13 13:22:17,948 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-13 13:22:18,036 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-13 13:22:18,122 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-13 13:22:18,199 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 13:22:18,275 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 13:22:18,353 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-13 13:22:18,430 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 13:22:18,507 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-13 13:22:18,579 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-13 13:22:18,649 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 13:22:18,722 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-13 13:22:18,797 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:18,871 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:18,945 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:19,018 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:19,091 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:19,164 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:19,237 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:19,309 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:19,381 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:19,449 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:19,519 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-13 13:22:19,596 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:22:19,665 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:22:19,738 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:22:19,821 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:22:19,902 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-13 13:22:19,980 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 13:22:20,055 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.932, mIoU: 0.661
2023-04-13 13:22:20,130 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-13 13:22:20,207 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-13 13:22:20,286 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-13 13:22:20,360 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.932, mIoU: 0.666
2023-04-13 13:22:20,436 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-13 13:22:20,514 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-13 13:22:20,591 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-13 13:22:20,665 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-13 13:22:20,738 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.933, mIoU: 0.665
2023-04-13 13:22:20,808 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.933, mIoU: 0.667
2023-04-13 13:22:20,880 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.933, mIoU: 0.667
2023-04-13 13:22:20,951 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.933, mIoU: 0.667
2023-04-13 13:22:21,024 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.933, mIoU: 0.666
2023-04-13 13:22:21,098 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.933, mIoU: 0.666
2023-04-13 13:22:21,181 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.933, mIoU: 0.667
2023-04-13 13:22:21,252 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.933, mIoU: 0.666
2023-04-13 13:22:21,326 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.933, mIoU: 0.666
2023-04-13 13:22:21,402 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.933, mIoU: 0.666
2023-04-13 13:22:21,478 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.933, mIoU: 0.665
2023-04-13 13:22:21,557 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.933, mIoU: 0.665
2023-04-13 13:22:21,632 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.933, mIoU: 0.665
2023-04-13 13:22:21,705 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.933, mIoU: 0.665
2023-04-13 13:22:21,777 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 13:22:21,847 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 13:22:21,919 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 13:22:21,991 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 13:22:22,069 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.934, mIoU: 0.666
2023-04-13 13:22:22,143 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.934, mIoU: 0.666
2023-04-13 13:22:22,217 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.934, mIoU: 0.666
2023-04-13 13:22:22,289 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:22:22,363 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-13 13:22:22,435 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-13 13:22:22,504 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.934, mIoU: 0.662
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2023-04-13 13:22:22,640 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-13 13:22:22,707 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-13 13:22:22,774 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-13 13:22:22,839 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:22:22,904 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:22:22,968 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-13 13:22:23,031 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.934, mIoU: 0.662
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2023-04-13 13:22:23,160 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-13 13:22:23,226 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-13 13:22:23,294 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:22:23,360 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:22:23,430 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:22:23,501 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-13 13:22:23,572 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:22:23,642 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:22:23,713 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:22:23,782 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:22:23,854 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-13 13:22:23,926 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-13 13:22:23,996 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 13:22:24,065 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 13:22:24,130 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 13:22:24,199 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 13:22:24,266 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 13:22:24,873 semantic_segmentation INFO: Overall validation pixAcc: 94.075, mIoU: 67.523
2023-04-13 13:22:33,601 semantic_segmentation INFO: Iters: 15610/40000 || Lr: 0.012850 || Task Loss: 0.2152 || KD Loss: 0.3604|| Cost Time: 4:08:19 || Estimated Time: 6:27:58
2023-04-13 13:22:42,604 semantic_segmentation INFO: Iters: 15620/40000 || Lr: 0.012845 || Task Loss: 0.3363 || KD Loss: 0.4208|| Cost Time: 4:08:28 || Estimated Time: 6:27:48
2023-04-13 13:22:51,552 semantic_segmentation INFO: Iters: 15630/40000 || Lr: 0.012840 || Task Loss: 0.3036 || KD Loss: 0.3265|| Cost Time: 4:08:37 || Estimated Time: 6:27:38
2023-04-13 13:23:00,529 semantic_segmentation INFO: Iters: 15640/40000 || Lr: 0.012836 || Task Loss: 0.2364 || KD Loss: 0.3622|| Cost Time: 4:08:46 || Estimated Time: 6:27:27
2023-04-13 13:23:09,437 semantic_segmentation INFO: Iters: 15650/40000 || Lr: 0.012831 || Task Loss: 0.1693 || KD Loss: 0.2992|| Cost Time: 4:08:54 || Estimated Time: 6:27:17
2023-04-13 13:23:18,505 semantic_segmentation INFO: Iters: 15660/40000 || Lr: 0.012826 || Task Loss: 0.3313 || KD Loss: 0.3478|| Cost Time: 4:09:04 || Estimated Time: 6:27:06
2023-04-13 13:23:27,471 semantic_segmentation INFO: Iters: 15670/40000 || Lr: 0.012822 || Task Loss: 0.2191 || KD Loss: 0.2445|| Cost Time: 4:09:13 || Estimated Time: 6:26:56
2023-04-13 13:23:36,442 semantic_segmentation INFO: Iters: 15680/40000 || Lr: 0.012817 || Task Loss: 0.2427 || KD Loss: 0.2972|| Cost Time: 4:09:21 || Estimated Time: 6:26:45
2023-04-13 13:23:45,436 semantic_segmentation INFO: Iters: 15690/40000 || Lr: 0.012812 || Task Loss: 0.2786 || KD Loss: 0.3136|| Cost Time: 4:09:30 || Estimated Time: 6:26:35
2023-04-13 13:23:54,314 semantic_segmentation INFO: Iters: 15700/40000 || Lr: 0.012808 || Task Loss: 0.2688 || KD Loss: 0.3802|| Cost Time: 4:09:39 || Estimated Time: 6:26:24
2023-04-13 13:24:03,361 semantic_segmentation INFO: Iters: 15710/40000 || Lr: 0.012803 || Task Loss: 0.5264 || KD Loss: 0.4341|| Cost Time: 4:09:48 || Estimated Time: 6:26:14
2023-04-13 13:24:12,375 semantic_segmentation INFO: Iters: 15720/40000 || Lr: 0.012798 || Task Loss: 0.2511 || KD Loss: 0.4226|| Cost Time: 4:09:57 || Estimated Time: 6:26:04
2023-04-13 13:24:21,321 semantic_segmentation INFO: Iters: 15730/40000 || Lr: 0.012793 || Task Loss: 0.2557 || KD Loss: 0.2498|| Cost Time: 4:10:06 || Estimated Time: 6:25:53
2023-04-13 13:24:30,313 semantic_segmentation INFO: Iters: 15740/40000 || Lr: 0.012789 || Task Loss: 0.3804 || KD Loss: 0.3578|| Cost Time: 4:10:15 || Estimated Time: 6:25:43
2023-04-13 13:24:39,324 semantic_segmentation INFO: Iters: 15750/40000 || Lr: 0.012784 || Task Loss: 0.3134 || KD Loss: 0.4417|| Cost Time: 4:10:24 || Estimated Time: 6:25:33
2023-04-13 13:24:48,363 semantic_segmentation INFO: Iters: 15760/40000 || Lr: 0.012779 || Task Loss: 0.2373 || KD Loss: 0.2841|| Cost Time: 4:10:33 || Estimated Time: 6:25:22
2023-04-13 13:24:57,369 semantic_segmentation INFO: Iters: 15770/40000 || Lr: 0.012775 || Task Loss: 0.3602 || KD Loss: 0.3168|| Cost Time: 4:10:42 || Estimated Time: 6:25:12
2023-04-13 13:25:06,368 semantic_segmentation INFO: Iters: 15780/40000 || Lr: 0.012770 || Task Loss: 0.2813 || KD Loss: 0.3759|| Cost Time: 4:10:51 || Estimated Time: 6:25:02
2023-04-13 13:25:15,380 semantic_segmentation INFO: Iters: 15790/40000 || Lr: 0.012765 || Task Loss: 0.2188 || KD Loss: 0.2856|| Cost Time: 4:11:00 || Estimated Time: 6:24:51
2023-04-13 13:25:24,186 semantic_segmentation INFO: Iters: 15800/40000 || Lr: 0.012760 || Task Loss: 0.2151 || KD Loss: 0.2735|| Cost Time: 4:11:09 || Estimated Time: 6:24:41
2023-04-13 13:25:33,278 semantic_segmentation INFO: Iters: 15810/40000 || Lr: 0.012756 || Task Loss: 0.2078 || KD Loss: 0.3584|| Cost Time: 4:11:18 || Estimated Time: 6:24:30
2023-04-13 13:25:42,198 semantic_segmentation INFO: Iters: 15820/40000 || Lr: 0.012751 || Task Loss: 0.1917 || KD Loss: 0.3451|| Cost Time: 4:11:27 || Estimated Time: 6:24:20
2023-04-13 13:25:51,254 semantic_segmentation INFO: Iters: 15830/40000 || Lr: 0.012746 || Task Loss: 0.3064 || KD Loss: 0.2733|| Cost Time: 4:11:36 || Estimated Time: 6:24:10
2023-04-13 13:26:00,281 semantic_segmentation INFO: Iters: 15840/40000 || Lr: 0.012742 || Task Loss: 0.2610 || KD Loss: 0.3002|| Cost Time: 4:11:45 || Estimated Time: 6:23:59
2023-04-13 13:26:09,295 semantic_segmentation INFO: Iters: 15850/40000 || Lr: 0.012737 || Task Loss: 0.2420 || KD Loss: 0.2560|| Cost Time: 4:11:54 || Estimated Time: 6:23:49
2023-04-13 13:26:18,257 semantic_segmentation INFO: Iters: 15860/40000 || Lr: 0.012732 || Task Loss: 0.2646 || KD Loss: 0.3294|| Cost Time: 4:12:03 || Estimated Time: 6:23:39
2023-04-13 13:26:27,308 semantic_segmentation INFO: Iters: 15870/40000 || Lr: 0.012727 || Task Loss: 0.2256 || KD Loss: 0.2791|| Cost Time: 4:12:12 || Estimated Time: 6:23:28
2023-04-13 13:26:36,349 semantic_segmentation INFO: Iters: 15880/40000 || Lr: 0.012723 || Task Loss: 0.2212 || KD Loss: 0.3206|| Cost Time: 4:12:21 || Estimated Time: 6:23:18
2023-04-13 13:26:45,389 semantic_segmentation INFO: Iters: 15890/40000 || Lr: 0.012718 || Task Loss: 0.4235 || KD Loss: 0.3181|| Cost Time: 4:12:30 || Estimated Time: 6:23:08
2023-04-13 13:26:54,408 semantic_segmentation INFO: Iters: 15900/40000 || Lr: 0.012713 || Task Loss: 0.1958 || KD Loss: 0.3053|| Cost Time: 4:12:39 || Estimated Time: 6:22:57
2023-04-13 13:27:03,357 semantic_segmentation INFO: Iters: 15910/40000 || Lr: 0.012709 || Task Loss: 0.2408 || KD Loss: 0.2511|| Cost Time: 4:12:48 || Estimated Time: 6:22:47
2023-04-13 13:27:12,385 semantic_segmentation INFO: Iters: 15920/40000 || Lr: 0.012704 || Task Loss: 0.2516 || KD Loss: 0.3318|| Cost Time: 4:12:57 || Estimated Time: 6:22:37
2023-04-13 13:27:21,354 semantic_segmentation INFO: Iters: 15930/40000 || Lr: 0.012699 || Task Loss: 0.2426 || KD Loss: 0.3184|| Cost Time: 4:13:06 || Estimated Time: 6:22:26
2023-04-13 13:27:30,395 semantic_segmentation INFO: Iters: 15940/40000 || Lr: 0.012695 || Task Loss: 0.3819 || KD Loss: 0.3787|| Cost Time: 4:13:15 || Estimated Time: 6:22:16
2023-04-13 13:27:39,405 semantic_segmentation INFO: Iters: 15950/40000 || Lr: 0.012690 || Task Loss: 0.7312 || KD Loss: 0.3732|| Cost Time: 4:13:24 || Estimated Time: 6:22:06
2023-04-13 13:27:48,428 semantic_segmentation INFO: Iters: 15960/40000 || Lr: 0.012685 || Task Loss: 0.1787 || KD Loss: 0.3496|| Cost Time: 4:13:33 || Estimated Time: 6:21:55
2023-04-13 13:27:57,452 semantic_segmentation INFO: Iters: 15970/40000 || Lr: 0.012680 || Task Loss: 0.3244 || KD Loss: 0.3805|| Cost Time: 4:13:43 || Estimated Time: 6:21:45
2023-04-13 13:28:06,433 semantic_segmentation INFO: Iters: 15980/40000 || Lr: 0.012676 || Task Loss: 0.3418 || KD Loss: 0.3549|| Cost Time: 4:13:51 || Estimated Time: 6:21:35
2023-04-13 13:28:15,427 semantic_segmentation INFO: Iters: 15990/40000 || Lr: 0.012671 || Task Loss: 0.2261 || KD Loss: 0.3073|| Cost Time: 4:14:00 || Estimated Time: 6:21:24
2023-04-13 13:28:24,316 semantic_segmentation INFO: Iters: 16000/40000 || Lr: 0.012666 || Task Loss: 0.2452 || KD Loss: 0.2437|| Cost Time: 4:14:09 || Estimated Time: 6:21:14
2023-04-13 13:28:24,604 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 13:28:27,220 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.413
2023-04-13 13:28:27,338 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.501
2023-04-13 13:28:27,443 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.513
2023-04-13 13:28:27,545 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.534
2023-04-13 13:28:27,641 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.530
2023-04-13 13:28:27,738 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.535
2023-04-13 13:28:27,832 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.564
2023-04-13 13:28:27,918 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.608
2023-04-13 13:28:28,004 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.640
2023-04-13 13:28:28,074 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.686
2023-04-13 13:28:28,161 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.683
2023-04-13 13:28:28,237 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.692
2023-04-13 13:28:28,317 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.695
2023-04-13 13:28:28,394 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.685
2023-04-13 13:28:28,467 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.655
2023-04-13 13:28:28,541 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.645
2023-04-13 13:28:28,617 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.646
2023-04-13 13:28:28,691 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.653
2023-04-13 13:28:28,767 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.659
2023-04-13 13:28:28,845 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.665
2023-04-13 13:28:28,927 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.667
2023-04-13 13:28:29,000 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.688
2023-04-13 13:28:29,071 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.684
2023-04-13 13:28:29,146 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.691
2023-04-13 13:28:29,219 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 13:28:29,290 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 13:28:29,367 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.694
2023-04-13 13:28:29,448 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 13:28:29,529 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-13 13:28:29,616 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-13 13:28:29,690 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 13:28:29,768 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 13:28:29,840 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 13:28:29,914 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 13:28:29,988 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 13:28:30,067 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 13:28:30,146 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 13:28:30,224 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 13:28:30,302 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 13:28:30,376 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 13:28:30,452 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.678
2023-04-13 13:28:30,534 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.678
2023-04-13 13:28:30,609 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-13 13:28:30,685 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-13 13:28:30,758 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.678
2023-04-13 13:28:30,835 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.678
2023-04-13 13:28:30,910 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.678
2023-04-13 13:28:30,981 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.678
2023-04-13 13:28:31,052 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.681
2023-04-13 13:28:31,123 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.684
2023-04-13 13:28:31,195 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.684
2023-04-13 13:28:31,275 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.669
2023-04-13 13:28:31,352 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.669
2023-04-13 13:28:31,429 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.672
2023-04-13 13:28:31,510 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-13 13:28:31,590 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.668
2023-04-13 13:28:31,666 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.668
2023-04-13 13:28:31,739 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 13:28:31,814 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 13:28:31,891 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 13:28:31,985 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.677
2023-04-13 13:28:32,068 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 13:28:32,143 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 13:28:32,223 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 13:28:32,296 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 13:28:32,367 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.681
2023-04-13 13:28:32,441 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 13:28:32,523 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-13 13:28:32,602 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 13:28:32,680 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.679
2023-04-13 13:28:32,754 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 13:28:32,827 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 13:28:32,904 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 13:28:32,977 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 13:28:33,052 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-13 13:28:33,129 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 13:28:33,200 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 13:28:33,276 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 13:28:33,351 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 13:28:33,430 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 13:28:33,506 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 13:28:33,581 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 13:28:33,654 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 13:28:33,729 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 13:28:33,804 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 13:28:33,880 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 13:28:33,955 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 13:28:34,035 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 13:28:34,110 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 13:28:34,185 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 13:28:34,260 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 13:28:34,330 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 13:28:34,399 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 13:28:34,473 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 13:28:34,551 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 13:28:34,624 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 13:28:34,706 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 13:28:34,783 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-13 13:28:34,860 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-13 13:28:34,938 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-13 13:28:35,010 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-13 13:28:35,085 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:28:35,156 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:28:35,232 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:28:35,307 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:28:35,382 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:28:35,455 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:28:35,534 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.661
2023-04-13 13:28:35,614 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-13 13:28:35,687 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:28:35,763 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-13 13:28:35,836 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-13 13:28:35,912 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-13 13:28:35,986 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-13 13:28:36,061 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 13:28:36,141 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 13:28:36,220 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-13 13:28:36,299 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-13 13:28:36,378 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 13:28:36,454 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 13:28:36,528 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-13 13:28:36,605 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-13 13:28:36,678 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-13 13:28:36,751 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 13:28:36,827 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-13 13:28:36,901 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-13 13:28:36,976 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-13 13:28:37,048 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 13:28:37,125 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-13 13:28:37,202 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 13:28:37,276 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 13:28:37,353 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 13:28:37,428 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 13:28:37,503 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 13:28:37,579 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-13 13:28:37,662 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-13 13:28:37,742 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-13 13:28:37,820 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:37,895 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-13 13:28:37,972 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 13:28:38,048 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 13:28:38,128 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-13 13:28:38,203 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:38,280 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:38,355 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:38,428 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.656
2023-04-13 13:28:38,502 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.656
2023-04-13 13:28:38,577 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-13 13:28:38,655 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-13 13:28:38,729 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-13 13:28:38,806 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.935, mIoU: 0.656
2023-04-13 13:28:38,882 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.656
2023-04-13 13:28:38,961 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:28:39,035 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:28:39,106 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:28:39,179 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:28:39,250 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:28:39,321 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-13 13:28:39,395 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:28:39,472 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-13 13:28:39,549 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-13 13:28:39,622 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:39,697 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:39,773 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:39,850 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:39,925 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-13 13:28:40,001 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:40,077 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:28:40,152 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-13 13:28:40,229 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-13 13:28:40,314 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-13 13:28:40,397 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-13 13:28:40,471 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-13 13:28:40,545 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-13 13:28:40,615 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.936, mIoU: 0.651
2023-04-13 13:28:40,684 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-13 13:28:40,755 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-13 13:28:40,824 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-13 13:28:40,899 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-13 13:28:40,976 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-13 13:28:41,052 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-13 13:28:41,129 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-13 13:28:41,209 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-13 13:28:41,284 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:28:41,362 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:28:41,435 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-13 13:28:41,508 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-13 13:28:41,577 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-13 13:28:41,651 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:28:41,727 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:28:41,805 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:28:41,881 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:28:41,958 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:28:42,032 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:28:42,103 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:28:42,176 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:28:42,252 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:28:42,324 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-13 13:28:42,396 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-13 13:28:42,469 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-13 13:28:42,547 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-13 13:28:42,624 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-13 13:28:42,702 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-13 13:28:42,777 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-13 13:28:42,853 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-13 13:28:42,925 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-13 13:28:42,997 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-13 13:28:43,069 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-13 13:28:43,139 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-13 13:28:43,211 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-13 13:28:43,286 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-13 13:28:43,360 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-13 13:28:43,432 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.939, mIoU: 0.654
2023-04-13 13:28:43,510 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.939, mIoU: 0.654
2023-04-13 13:28:43,589 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.939, mIoU: 0.654
2023-04-13 13:28:43,670 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.939, mIoU: 0.654
2023-04-13 13:28:43,747 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.939, mIoU: 0.654
2023-04-13 13:28:43,819 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.939, mIoU: 0.654
2023-04-13 13:28:43,889 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.939, mIoU: 0.654
2023-04-13 13:28:43,960 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.939, mIoU: 0.655
2023-04-13 13:28:44,030 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.939, mIoU: 0.653
2023-04-13 13:28:44,100 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.939, mIoU: 0.653
2023-04-13 13:28:44,171 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.939, mIoU: 0.653
2023-04-13 13:28:44,240 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.939, mIoU: 0.653
2023-04-13 13:28:44,310 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.940, mIoU: 0.653
2023-04-13 13:28:44,381 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.940, mIoU: 0.654
2023-04-13 13:28:44,451 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.940, mIoU: 0.654
2023-04-13 13:28:44,522 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.940, mIoU: 0.654
2023-04-13 13:28:44,591 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.939, mIoU: 0.651
2023-04-13 13:28:44,660 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-13 13:28:44,728 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-13 13:28:44,795 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-13 13:28:44,868 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-13 13:28:44,935 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-13 13:28:45,005 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-13 13:28:45,075 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-13 13:28:45,145 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-13 13:28:45,216 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-13 13:28:45,287 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-13 13:28:45,358 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.939, mIoU: 0.649
2023-04-13 13:28:45,426 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.939, mIoU: 0.649
2023-04-13 13:28:45,495 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-13 13:28:45,560 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-13 13:28:45,627 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-13 13:28:45,694 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-13 13:28:45,764 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.939, mIoU: 0.651
2023-04-13 13:28:45,836 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-13 13:28:45,907 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.939, mIoU: 0.651
2023-04-13 13:28:45,978 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-13 13:28:46,048 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.939, mIoU: 0.651
2023-04-13 13:28:46,233 semantic_segmentation INFO: Overall validation pixAcc: 94.602, mIoU: 66.187
2023-04-13 13:28:55,379 semantic_segmentation INFO: Iters: 16010/40000 || Lr: 0.012662 || Task Loss: 0.2817 || KD Loss: 0.3024|| Cost Time: 4:14:40 || Estimated Time: 6:21:37
2023-04-13 13:29:04,263 semantic_segmentation INFO: Iters: 16020/40000 || Lr: 0.012657 || Task Loss: 0.2644 || KD Loss: 0.2888|| Cost Time: 4:14:49 || Estimated Time: 6:21:26
2023-04-13 13:29:13,180 semantic_segmentation INFO: Iters: 16030/40000 || Lr: 0.012652 || Task Loss: 0.3851 || KD Loss: 0.3264|| Cost Time: 4:14:58 || Estimated Time: 6:21:16
2023-04-13 13:29:22,090 semantic_segmentation INFO: Iters: 16040/40000 || Lr: 0.012647 || Task Loss: 0.2487 || KD Loss: 0.2577|| Cost Time: 4:15:07 || Estimated Time: 6:21:05
2023-04-13 13:29:31,048 semantic_segmentation INFO: Iters: 16050/40000 || Lr: 0.012643 || Task Loss: 0.2775 || KD Loss: 0.2592|| Cost Time: 4:15:16 || Estimated Time: 6:20:55
2023-04-13 13:29:39,951 semantic_segmentation INFO: Iters: 16060/40000 || Lr: 0.012638 || Task Loss: 0.2406 || KD Loss: 0.2558|| Cost Time: 4:15:25 || Estimated Time: 6:20:44
2023-04-13 13:29:48,958 semantic_segmentation INFO: Iters: 16070/40000 || Lr: 0.012633 || Task Loss: 0.2806 || KD Loss: 0.3569|| Cost Time: 4:15:34 || Estimated Time: 6:20:34
2023-04-13 13:29:57,924 semantic_segmentation INFO: Iters: 16080/40000 || Lr: 0.012629 || Task Loss: 0.1970 || KD Loss: 0.2914|| Cost Time: 4:15:43 || Estimated Time: 6:20:23
2023-04-13 13:30:06,917 semantic_segmentation INFO: Iters: 16090/40000 || Lr: 0.012624 || Task Loss: 0.3167 || KD Loss: 0.3027|| Cost Time: 4:15:52 || Estimated Time: 6:20:13
2023-04-13 13:30:15,939 semantic_segmentation INFO: Iters: 16100/40000 || Lr: 0.012619 || Task Loss: 0.2060 || KD Loss: 0.2794|| Cost Time: 4:16:01 || Estimated Time: 6:20:03
2023-04-13 13:30:24,933 semantic_segmentation INFO: Iters: 16110/40000 || Lr: 0.012614 || Task Loss: 0.4788 || KD Loss: 0.3825|| Cost Time: 4:16:10 || Estimated Time: 6:19:52
2023-04-13 13:30:33,890 semantic_segmentation INFO: Iters: 16120/40000 || Lr: 0.012610 || Task Loss: 0.3602 || KD Loss: 0.3424|| Cost Time: 4:16:19 || Estimated Time: 6:19:42
2023-04-13 13:30:42,910 semantic_segmentation INFO: Iters: 16130/40000 || Lr: 0.012605 || Task Loss: 0.3194 || KD Loss: 0.3690|| Cost Time: 4:16:28 || Estimated Time: 6:19:32
2023-04-13 13:30:51,942 semantic_segmentation INFO: Iters: 16140/40000 || Lr: 0.012600 || Task Loss: 0.2890 || KD Loss: 0.4032|| Cost Time: 4:16:37 || Estimated Time: 6:19:21
2023-04-13 13:31:00,836 semantic_segmentation INFO: Iters: 16150/40000 || Lr: 0.012596 || Task Loss: 0.2850 || KD Loss: 0.3614|| Cost Time: 4:16:46 || Estimated Time: 6:19:11
2023-04-13 13:31:09,827 semantic_segmentation INFO: Iters: 16160/40000 || Lr: 0.012591 || Task Loss: 0.3881 || KD Loss: 0.3596|| Cost Time: 4:16:55 || Estimated Time: 6:19:01
2023-04-13 13:31:18,883 semantic_segmentation INFO: Iters: 16170/40000 || Lr: 0.012586 || Task Loss: 0.2422 || KD Loss: 0.3944|| Cost Time: 4:17:04 || Estimated Time: 6:18:50
2023-04-13 13:31:27,866 semantic_segmentation INFO: Iters: 16180/40000 || Lr: 0.012581 || Task Loss: 0.3831 || KD Loss: 0.3261|| Cost Time: 4:17:13 || Estimated Time: 6:18:40
2023-04-13 13:31:36,902 semantic_segmentation INFO: Iters: 16190/40000 || Lr: 0.012577 || Task Loss: 0.3426 || KD Loss: 0.3688|| Cost Time: 4:17:22 || Estimated Time: 6:18:30
2023-04-13 13:31:45,917 semantic_segmentation INFO: Iters: 16200/40000 || Lr: 0.012572 || Task Loss: 0.2610 || KD Loss: 0.2782|| Cost Time: 4:17:31 || Estimated Time: 6:18:19
2023-04-13 13:31:54,873 semantic_segmentation INFO: Iters: 16210/40000 || Lr: 0.012567 || Task Loss: 0.3157 || KD Loss: 0.3167|| Cost Time: 4:17:40 || Estimated Time: 6:18:09
2023-04-13 13:32:03,885 semantic_segmentation INFO: Iters: 16220/40000 || Lr: 0.012563 || Task Loss: 0.3235 || KD Loss: 0.3828|| Cost Time: 4:17:49 || Estimated Time: 6:17:59
2023-04-13 13:32:12,840 semantic_segmentation INFO: Iters: 16230/40000 || Lr: 0.012558 || Task Loss: 0.2787 || KD Loss: 0.3139|| Cost Time: 4:17:58 || Estimated Time: 6:17:48
2023-04-13 13:32:21,884 semantic_segmentation INFO: Iters: 16240/40000 || Lr: 0.012553 || Task Loss: 0.2815 || KD Loss: 0.3876|| Cost Time: 4:18:07 || Estimated Time: 6:17:38
2023-04-13 13:32:30,953 semantic_segmentation INFO: Iters: 16250/40000 || Lr: 0.012548 || Task Loss: 0.3000 || KD Loss: 0.3714|| Cost Time: 4:18:16 || Estimated Time: 6:17:28
2023-04-13 13:32:39,882 semantic_segmentation INFO: Iters: 16260/40000 || Lr: 0.012544 || Task Loss: 0.3195 || KD Loss: 0.3326|| Cost Time: 4:18:25 || Estimated Time: 6:17:17
2023-04-13 13:32:48,951 semantic_segmentation INFO: Iters: 16270/40000 || Lr: 0.012539 || Task Loss: 0.2511 || KD Loss: 0.3685|| Cost Time: 4:18:34 || Estimated Time: 6:17:07
2023-04-13 13:32:57,958 semantic_segmentation INFO: Iters: 16280/40000 || Lr: 0.012534 || Task Loss: 0.2651 || KD Loss: 0.3189|| Cost Time: 4:18:43 || Estimated Time: 6:16:57
2023-04-13 13:33:06,998 semantic_segmentation INFO: Iters: 16290/40000 || Lr: 0.012530 || Task Loss: 0.3463 || KD Loss: 0.3375|| Cost Time: 4:18:52 || Estimated Time: 6:16:47
2023-04-13 13:33:16,003 semantic_segmentation INFO: Iters: 16300/40000 || Lr: 0.012525 || Task Loss: 0.2781 || KD Loss: 0.3573|| Cost Time: 4:19:01 || Estimated Time: 6:16:36
2023-04-13 13:33:25,042 semantic_segmentation INFO: Iters: 16310/40000 || Lr: 0.012520 || Task Loss: 0.2215 || KD Loss: 0.3053|| Cost Time: 4:19:10 || Estimated Time: 6:16:26
2023-04-13 13:33:34,025 semantic_segmentation INFO: Iters: 16320/40000 || Lr: 0.012515 || Task Loss: 0.3200 || KD Loss: 0.4092|| Cost Time: 4:19:19 || Estimated Time: 6:16:16
2023-04-13 13:33:42,853 semantic_segmentation INFO: Iters: 16330/40000 || Lr: 0.012511 || Task Loss: 0.2831 || KD Loss: 0.3736|| Cost Time: 4:19:28 || Estimated Time: 6:16:05
2023-04-13 13:33:51,954 semantic_segmentation INFO: Iters: 16340/40000 || Lr: 0.012506 || Task Loss: 0.2709 || KD Loss: 0.3500|| Cost Time: 4:19:37 || Estimated Time: 6:15:55
2023-04-13 13:34:01,007 semantic_segmentation INFO: Iters: 16350/40000 || Lr: 0.012501 || Task Loss: 0.5246 || KD Loss: 0.2926|| Cost Time: 4:19:46 || Estimated Time: 6:15:45
2023-04-13 13:34:10,084 semantic_segmentation INFO: Iters: 16360/40000 || Lr: 0.012496 || Task Loss: 0.2954 || KD Loss: 0.4138|| Cost Time: 4:19:55 || Estimated Time: 6:15:35
2023-04-13 13:34:19,102 semantic_segmentation INFO: Iters: 16370/40000 || Lr: 0.012492 || Task Loss: 0.3204 || KD Loss: 0.2777|| Cost Time: 4:20:04 || Estimated Time: 6:15:24
2023-04-13 13:34:28,089 semantic_segmentation INFO: Iters: 16380/40000 || Lr: 0.012487 || Task Loss: 0.2671 || KD Loss: 0.2902|| Cost Time: 4:20:13 || Estimated Time: 6:15:14
2023-04-13 13:34:37,105 semantic_segmentation INFO: Iters: 16390/40000 || Lr: 0.012482 || Task Loss: 0.3452 || KD Loss: 0.2934|| Cost Time: 4:20:22 || Estimated Time: 6:15:04
2023-04-13 13:34:46,010 semantic_segmentation INFO: Iters: 16400/40000 || Lr: 0.012478 || Task Loss: 0.2708 || KD Loss: 0.3392|| Cost Time: 4:20:31 || Estimated Time: 6:14:53
2023-04-13 13:34:46,289 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 13:34:48,978 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.394
2023-04-13 13:34:49,084 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.482
2023-04-13 13:34:49,262 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.496
2023-04-13 13:34:49,345 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.522
2023-04-13 13:34:49,421 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.529
2023-04-13 13:34:49,499 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.535
2023-04-13 13:34:49,572 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.567
2023-04-13 13:34:49,641 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.603
2023-04-13 13:34:49,715 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.635
2023-04-13 13:34:49,791 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.669
2023-04-13 13:34:49,868 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.675
2023-04-13 13:34:49,943 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.706
2023-04-13 13:34:50,019 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.709
2023-04-13 13:34:50,096 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.711
2023-04-13 13:34:50,167 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.693
2023-04-13 13:34:50,238 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.683
2023-04-13 13:34:50,323 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.683
2023-04-13 13:34:50,399 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.687
2023-04-13 13:34:50,468 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.693
2023-04-13 13:34:50,551 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.702
2023-04-13 13:34:50,631 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.704
2023-04-13 13:34:50,711 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.718
2023-04-13 13:34:50,789 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.714
2023-04-13 13:34:50,866 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-13 13:34:50,941 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 13:34:51,014 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-13 13:34:51,092 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 13:34:51,169 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 13:34:51,244 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-13 13:34:51,321 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 13:34:51,397 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 13:34:51,471 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 13:34:51,547 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 13:34:51,631 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-13 13:34:51,709 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-13 13:34:51,787 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-13 13:34:51,859 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 13:34:51,931 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 13:34:52,001 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 13:34:52,071 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-13 13:34:52,141 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 13:34:52,213 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 13:34:52,282 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.694
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2023-04-13 13:34:52,668 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-13 13:34:52,739 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-13 13:34:52,815 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-13 13:34:52,890 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 13:34:52,964 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.676
2023-04-13 13:34:53,041 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 13:34:53,112 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 13:34:53,188 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.673
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2023-04-13 13:34:53,651 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.685
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2023-04-13 13:34:53,878 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 13:34:53,954 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 13:34:54,035 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 13:34:54,113 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.691
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2023-04-13 13:34:55,016 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.683
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2023-04-13 13:34:55,389 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 13:34:55,464 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.935, mIoU: 0.676
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2023-04-13 13:34:55,621 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.935, mIoU: 0.676
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2023-04-13 13:34:55,930 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 13:34:56,008 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.686
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2023-04-13 13:34:57,989 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 13:34:58,069 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.684
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2023-04-13 13:34:58,591 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.685
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2023-04-13 13:35:00,026 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.934, mIoU: 0.678
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2023-04-13 13:35:05,364 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 13:35:05,439 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 13:35:05,515 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 13:35:05,589 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 13:35:05,657 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 13:35:05,723 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 13:35:05,789 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 13:35:05,855 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 13:35:05,921 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 13:35:05,985 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 13:35:06,050 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 13:35:06,113 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 13:35:06,177 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 13:35:06,241 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 13:35:06,309 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 13:35:06,380 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 13:35:06,449 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 13:35:06,520 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 13:35:06,590 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 13:35:06,660 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 13:35:06,730 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 13:35:06,796 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 13:35:06,865 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 13:35:06,932 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 13:35:06,999 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 13:35:07,066 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 13:35:07,134 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 13:35:07,203 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 13:35:07,273 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 13:35:07,344 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 13:35:07,413 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 13:35:07,482 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-13 13:35:07,548 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 13:35:07,616 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 13:35:07,684 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 13:35:08,017 semantic_segmentation INFO: Overall validation pixAcc: 94.351, mIoU: 67.797
2023-04-13 13:35:17,119 semantic_segmentation INFO: Iters: 16410/40000 || Lr: 0.012473 || Task Loss: 0.2905 || KD Loss: 0.3084|| Cost Time: 4:21:02 || Estimated Time: 6:15:15
2023-04-13 13:35:26,104 semantic_segmentation INFO: Iters: 16420/40000 || Lr: 0.012468 || Task Loss: 0.3008 || KD Loss: 0.3935|| Cost Time: 4:21:11 || Estimated Time: 6:15:04
2023-04-13 13:35:35,054 semantic_segmentation INFO: Iters: 16430/40000 || Lr: 0.012463 || Task Loss: 0.3503 || KD Loss: 0.3591|| Cost Time: 4:21:20 || Estimated Time: 6:14:54
2023-04-13 13:35:43,974 semantic_segmentation INFO: Iters: 16440/40000 || Lr: 0.012459 || Task Loss: 0.3375 || KD Loss: 0.3482|| Cost Time: 4:21:29 || Estimated Time: 6:14:44
2023-04-13 13:35:52,922 semantic_segmentation INFO: Iters: 16450/40000 || Lr: 0.012454 || Task Loss: 0.2995 || KD Loss: 0.2896|| Cost Time: 4:21:38 || Estimated Time: 6:14:33
2023-04-13 13:36:01,912 semantic_segmentation INFO: Iters: 16460/40000 || Lr: 0.012449 || Task Loss: 0.3667 || KD Loss: 0.2935|| Cost Time: 4:21:47 || Estimated Time: 6:14:23
2023-04-13 13:36:10,928 semantic_segmentation INFO: Iters: 16470/40000 || Lr: 0.012445 || Task Loss: 0.3091 || KD Loss: 0.3396|| Cost Time: 4:21:56 || Estimated Time: 6:14:13
2023-04-13 13:36:19,917 semantic_segmentation INFO: Iters: 16480/40000 || Lr: 0.012440 || Task Loss: 0.3327 || KD Loss: 0.3229|| Cost Time: 4:22:05 || Estimated Time: 6:14:02
2023-04-13 13:36:28,839 semantic_segmentation INFO: Iters: 16490/40000 || Lr: 0.012435 || Task Loss: 0.3469 || KD Loss: 0.3322|| Cost Time: 4:22:14 || Estimated Time: 6:13:52
2023-04-13 13:36:37,767 semantic_segmentation INFO: Iters: 16500/40000 || Lr: 0.012430 || Task Loss: 0.3726 || KD Loss: 0.3643|| Cost Time: 4:22:23 || Estimated Time: 6:13:41
2023-04-13 13:36:46,757 semantic_segmentation INFO: Iters: 16510/40000 || Lr: 0.012426 || Task Loss: 0.3913 || KD Loss: 0.3575|| Cost Time: 4:22:32 || Estimated Time: 6:13:31
2023-04-13 13:36:55,784 semantic_segmentation INFO: Iters: 16520/40000 || Lr: 0.012421 || Task Loss: 0.3057 || KD Loss: 0.3724|| Cost Time: 4:22:41 || Estimated Time: 6:13:21
2023-04-13 13:37:04,797 semantic_segmentation INFO: Iters: 16530/40000 || Lr: 0.012416 || Task Loss: 0.2492 || KD Loss: 0.3095|| Cost Time: 4:22:50 || Estimated Time: 6:13:11
2023-04-13 13:37:13,802 semantic_segmentation INFO: Iters: 16540/40000 || Lr: 0.012411 || Task Loss: 0.2607 || KD Loss: 0.3404|| Cost Time: 4:22:59 || Estimated Time: 6:13:00
2023-04-13 13:37:22,892 semantic_segmentation INFO: Iters: 16550/40000 || Lr: 0.012407 || Task Loss: 0.2677 || KD Loss: 0.3223|| Cost Time: 4:23:08 || Estimated Time: 6:12:50
2023-04-13 13:37:31,905 semantic_segmentation INFO: Iters: 16560/40000 || Lr: 0.012402 || Task Loss: 0.3657 || KD Loss: 0.3617|| Cost Time: 4:23:17 || Estimated Time: 6:12:40
2023-04-13 13:37:40,830 semantic_segmentation INFO: Iters: 16570/40000 || Lr: 0.012397 || Task Loss: 0.8059 || KD Loss: 0.4201|| Cost Time: 4:23:26 || Estimated Time: 6:12:29
2023-04-13 13:37:49,850 semantic_segmentation INFO: Iters: 16580/40000 || Lr: 0.012393 || Task Loss: 0.3156 || KD Loss: 0.3498|| Cost Time: 4:23:35 || Estimated Time: 6:12:19
2023-04-13 13:37:58,785 semantic_segmentation INFO: Iters: 16590/40000 || Lr: 0.012388 || Task Loss: 0.2532 || KD Loss: 0.2865|| Cost Time: 4:23:44 || Estimated Time: 6:12:09
2023-04-13 13:38:07,846 semantic_segmentation INFO: Iters: 16600/40000 || Lr: 0.012383 || Task Loss: 0.2284 || KD Loss: 0.3263|| Cost Time: 4:23:53 || Estimated Time: 6:11:58
2023-04-13 13:38:16,893 semantic_segmentation INFO: Iters: 16610/40000 || Lr: 0.012378 || Task Loss: 0.3094 || KD Loss: 0.3310|| Cost Time: 4:24:02 || Estimated Time: 6:11:48
2023-04-13 13:38:25,946 semantic_segmentation INFO: Iters: 16620/40000 || Lr: 0.012374 || Task Loss: 0.2169 || KD Loss: 0.2907|| Cost Time: 4:24:11 || Estimated Time: 6:11:38
2023-04-13 13:38:35,004 semantic_segmentation INFO: Iters: 16630/40000 || Lr: 0.012369 || Task Loss: 0.3307 || KD Loss: 0.3620|| Cost Time: 4:24:20 || Estimated Time: 6:11:28
2023-04-13 13:38:43,987 semantic_segmentation INFO: Iters: 16640/40000 || Lr: 0.012364 || Task Loss: 0.2244 || KD Loss: 0.3425|| Cost Time: 4:24:29 || Estimated Time: 6:11:17
2023-04-13 13:38:52,879 semantic_segmentation INFO: Iters: 16650/40000 || Lr: 0.012360 || Task Loss: 0.2647 || KD Loss: 0.2592|| Cost Time: 4:24:38 || Estimated Time: 6:11:07
2023-04-13 13:39:01,931 semantic_segmentation INFO: Iters: 16660/40000 || Lr: 0.012355 || Task Loss: 0.2452 || KD Loss: 0.3056|| Cost Time: 4:24:47 || Estimated Time: 6:10:57
2023-04-13 13:39:10,949 semantic_segmentation INFO: Iters: 16670/40000 || Lr: 0.012350 || Task Loss: 0.2719 || KD Loss: 0.3328|| Cost Time: 4:24:56 || Estimated Time: 6:10:47
2023-04-13 13:39:19,979 semantic_segmentation INFO: Iters: 16680/40000 || Lr: 0.012345 || Task Loss: 0.3015 || KD Loss: 0.3256|| Cost Time: 4:25:05 || Estimated Time: 6:10:36
2023-04-13 13:39:28,984 semantic_segmentation INFO: Iters: 16690/40000 || Lr: 0.012341 || Task Loss: 0.4069 || KD Loss: 0.4093|| Cost Time: 4:25:14 || Estimated Time: 6:10:26
2023-04-13 13:39:37,990 semantic_segmentation INFO: Iters: 16700/40000 || Lr: 0.012336 || Task Loss: 0.2757 || KD Loss: 0.3353|| Cost Time: 4:25:23 || Estimated Time: 6:10:16
2023-04-13 13:39:47,002 semantic_segmentation INFO: Iters: 16710/40000 || Lr: 0.012331 || Task Loss: 0.2564 || KD Loss: 0.2803|| Cost Time: 4:25:32 || Estimated Time: 6:10:06
2023-04-13 13:39:55,992 semantic_segmentation INFO: Iters: 16720/40000 || Lr: 0.012326 || Task Loss: 0.3699 || KD Loss: 0.3708|| Cost Time: 4:25:41 || Estimated Time: 6:09:55
2023-04-13 13:40:04,980 semantic_segmentation INFO: Iters: 16730/40000 || Lr: 0.012322 || Task Loss: 0.3234 || KD Loss: 0.4327|| Cost Time: 4:25:50 || Estimated Time: 6:09:45
2023-04-13 13:40:14,029 semantic_segmentation INFO: Iters: 16740/40000 || Lr: 0.012317 || Task Loss: 0.2465 || KD Loss: 0.3145|| Cost Time: 4:25:59 || Estimated Time: 6:09:35
2023-04-13 13:40:23,045 semantic_segmentation INFO: Iters: 16750/40000 || Lr: 0.012312 || Task Loss: 0.2050 || KD Loss: 0.4067|| Cost Time: 4:26:08 || Estimated Time: 6:09:24
2023-04-13 13:40:32,028 semantic_segmentation INFO: Iters: 16760/40000 || Lr: 0.012308 || Task Loss: 0.1797 || KD Loss: 0.3146|| Cost Time: 4:26:17 || Estimated Time: 6:09:14
2023-04-13 13:40:40,950 semantic_segmentation INFO: Iters: 16770/40000 || Lr: 0.012303 || Task Loss: 0.2519 || KD Loss: 0.2911|| Cost Time: 4:26:26 || Estimated Time: 6:09:04
2023-04-13 13:40:50,027 semantic_segmentation INFO: Iters: 16780/40000 || Lr: 0.012298 || Task Loss: 0.6413 || KD Loss: 0.5211|| Cost Time: 4:26:35 || Estimated Time: 6:08:54
2023-04-13 13:40:58,970 semantic_segmentation INFO: Iters: 16790/40000 || Lr: 0.012293 || Task Loss: 0.3113 || KD Loss: 0.3804|| Cost Time: 4:26:44 || Estimated Time: 6:08:43
2023-04-13 13:41:08,040 semantic_segmentation INFO: Iters: 16800/40000 || Lr: 0.012289 || Task Loss: 0.3237 || KD Loss: 0.2925|| Cost Time: 4:26:53 || Estimated Time: 6:08:33
2023-04-13 13:41:08,323 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 13:41:10,696 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.398
2023-04-13 13:41:11,292 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.475
2023-04-13 13:41:11,385 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.491
2023-04-13 13:41:11,466 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.517
2023-04-13 13:41:11,546 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.509
2023-04-13 13:41:11,618 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.513
2023-04-13 13:41:11,698 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.563
2023-04-13 13:41:11,772 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.610
2023-04-13 13:41:11,846 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.656
2023-04-13 13:41:11,918 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.698
2023-04-13 13:41:11,987 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.707
2023-04-13 13:41:12,057 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.731
2023-04-13 13:41:12,133 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.722
2023-04-13 13:41:12,206 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.714
2023-04-13 13:41:12,297 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.715
2023-04-13 13:41:12,376 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.703
2023-04-13 13:41:12,449 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.704
2023-04-13 13:41:12,525 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.710
2023-04-13 13:41:12,600 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.716
2023-04-13 13:41:12,673 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.722
2023-04-13 13:41:12,744 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.719
2023-04-13 13:41:12,814 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-13 13:41:12,889 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-13 13:41:12,966 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-13 13:41:13,045 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.724
2023-04-13 13:41:13,120 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 13:41:13,203 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.712
2023-04-13 13:41:13,283 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.710
2023-04-13 13:41:13,354 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.712
2023-04-13 13:41:13,432 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-13 13:41:13,504 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 13:41:13,580 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-13 13:41:13,654 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-13 13:41:13,731 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-13 13:41:13,807 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-13 13:41:13,883 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-13 13:41:13,961 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-13 13:41:14,033 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 13:41:14,103 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 13:41:14,173 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:14,244 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 13:41:14,316 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 13:41:14,387 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 13:41:14,459 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 13:41:14,537 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 13:41:14,618 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 13:41:14,698 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-13 13:41:14,776 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 13:41:14,853 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-13 13:41:14,929 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-13 13:41:15,003 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 13:41:15,079 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-13 13:41:15,153 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 13:41:15,234 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-13 13:41:15,313 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 13:41:15,393 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 13:41:15,466 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 13:41:15,541 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 13:41:15,618 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-13 13:41:15,690 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-13 13:41:15,769 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 13:41:15,845 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-13 13:41:15,919 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 13:41:15,992 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-13 13:41:16,072 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-13 13:41:16,148 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-13 13:41:16,220 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-13 13:41:16,295 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-13 13:41:16,368 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.702
2023-04-13 13:41:16,447 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-13 13:41:16,528 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-13 13:41:16,605 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-13 13:41:16,683 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-13 13:41:16,759 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.697
2023-04-13 13:41:16,834 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-13 13:41:16,909 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-13 13:41:16,979 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-13 13:41:17,051 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-13 13:41:17,127 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-13 13:41:17,201 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-13 13:41:17,278 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-13 13:41:17,358 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-13 13:41:17,440 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-13 13:41:17,510 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-13 13:41:17,583 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 13:41:17,655 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 13:41:17,725 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 13:41:17,797 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 13:41:17,871 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 13:41:17,943 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 13:41:18,016 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-13 13:41:18,090 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 13:41:18,170 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 13:41:18,249 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 13:41:18,326 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 13:41:18,396 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 13:41:18,468 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 13:41:18,540 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 13:41:18,612 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 13:41:18,685 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 13:41:18,756 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 13:41:18,835 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 13:41:18,912 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 13:41:18,991 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 13:41:19,073 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 13:41:19,152 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-13 13:41:19,230 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-13 13:41:19,300 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-13 13:41:19,373 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-13 13:41:19,446 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-13 13:41:19,524 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-13 13:41:19,602 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-13 13:41:19,684 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-13 13:41:19,758 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-13 13:41:19,832 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 13:41:19,906 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 13:41:19,978 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 13:41:20,050 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 13:41:20,119 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 13:41:20,190 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 13:41:20,258 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 13:41:20,333 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 13:41:20,407 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 13:41:20,483 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 13:41:20,561 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 13:41:20,637 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 13:41:20,710 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 13:41:20,784 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 13:41:20,860 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 13:41:20,936 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 13:41:21,010 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 13:41:21,085 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 13:41:21,162 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 13:41:21,238 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 13:41:21,316 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 13:41:21,391 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 13:41:21,471 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 13:41:21,543 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 13:41:21,615 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 13:41:21,690 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 13:41:21,759 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 13:41:21,830 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 13:41:21,902 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 13:41:21,976 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 13:41:22,049 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 13:41:22,124 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.693
2023-04-13 13:41:22,200 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 13:41:22,276 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 13:41:22,353 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 13:41:22,426 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 13:41:22,502 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 13:41:22,578 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 13:41:22,652 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 13:41:22,726 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 13:41:22,802 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 13:41:22,878 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 13:41:22,958 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 13:41:23,043 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 13:41:23,117 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 13:41:23,193 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 13:41:23,267 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 13:41:23,339 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 13:41:23,415 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 13:41:23,488 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 13:41:23,565 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 13:41:23,642 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 13:41:23,722 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 13:41:23,798 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 13:41:23,872 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 13:41:23,948 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 13:41:24,025 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 13:41:24,104 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 13:41:24,179 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 13:41:24,250 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 13:41:24,324 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 13:41:24,398 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 13:41:24,472 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:24,543 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 13:41:24,613 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 13:41:24,684 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:24,755 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:24,826 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:24,899 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:24,972 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:25,050 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 13:41:25,126 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:25,201 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:25,274 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 13:41:25,352 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 13:41:25,429 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 13:41:25,504 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 13:41:25,581 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 13:41:25,658 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 13:41:25,729 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 13:41:25,806 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 13:41:25,879 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 13:41:25,957 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 13:41:26,033 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 13:41:26,107 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 13:41:26,184 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 13:41:26,259 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 13:41:26,332 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 13:41:26,406 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 13:41:26,486 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 13:41:26,562 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 13:41:26,639 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 13:41:26,712 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 13:41:26,784 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 13:41:26,855 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 13:41:26,927 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 13:41:27,000 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 13:41:27,070 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-13 13:41:27,140 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-13 13:41:27,215 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-13 13:41:27,292 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-13 13:41:27,362 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-13 13:41:27,442 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-13 13:41:27,522 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 13:41:27,600 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 13:41:27,673 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 13:41:27,743 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 13:41:27,814 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 13:41:27,883 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 13:41:27,952 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 13:41:28,020 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 13:41:28,087 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 13:41:28,153 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 13:41:28,219 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 13:41:28,284 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 13:41:28,347 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 13:41:28,410 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 13:41:28,472 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 13:41:28,538 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 13:41:28,604 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 13:41:28,676 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 13:41:28,751 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 13:41:28,824 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 13:41:28,899 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 13:41:28,970 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 13:41:29,041 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 13:41:29,109 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 13:41:29,177 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 13:41:29,243 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 13:41:29,310 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 13:41:29,377 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 13:41:29,442 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 13:41:29,507 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 13:41:29,569 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 13:41:29,635 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 13:41:29,702 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 13:41:30,099 semantic_segmentation INFO: Overall validation pixAcc: 94.502, mIoU: 68.418
2023-04-13 13:41:39,225 semantic_segmentation INFO: Iters: 16810/40000 || Lr: 0.012284 || Task Loss: 0.4720 || KD Loss: 0.4018|| Cost Time: 4:27:24 || Estimated Time: 6:08:53
2023-04-13 13:41:48,012 semantic_segmentation INFO: Iters: 16820/40000 || Lr: 0.012279 || Task Loss: 0.3030 || KD Loss: 0.3644|| Cost Time: 4:27:33 || Estimated Time: 6:08:43
2023-04-13 13:41:56,761 semantic_segmentation INFO: Iters: 16830/40000 || Lr: 0.012274 || Task Loss: 0.2808 || KD Loss: 0.3657|| Cost Time: 4:27:42 || Estimated Time: 6:08:32
2023-04-13 13:42:05,729 semantic_segmentation INFO: Iters: 16840/40000 || Lr: 0.012270 || Task Loss: 0.3317 || KD Loss: 0.3415|| Cost Time: 4:27:51 || Estimated Time: 6:08:22
2023-04-13 13:42:14,503 semantic_segmentation INFO: Iters: 16850/40000 || Lr: 0.012265 || Task Loss: 0.4364 || KD Loss: 0.4720|| Cost Time: 4:28:00 || Estimated Time: 6:08:11
2023-04-13 13:42:23,428 semantic_segmentation INFO: Iters: 16860/40000 || Lr: 0.012260 || Task Loss: 0.2453 || KD Loss: 0.4001|| Cost Time: 4:28:08 || Estimated Time: 6:08:01
2023-04-13 13:42:32,192 semantic_segmentation INFO: Iters: 16870/40000 || Lr: 0.012256 || Task Loss: 0.3636 || KD Loss: 0.4140|| Cost Time: 4:28:17 || Estimated Time: 6:07:50
2023-04-13 13:42:41,218 semantic_segmentation INFO: Iters: 16880/40000 || Lr: 0.012251 || Task Loss: 0.2904 || KD Loss: 0.3789|| Cost Time: 4:28:26 || Estimated Time: 6:07:40
2023-04-13 13:42:50,003 semantic_segmentation INFO: Iters: 16890/40000 || Lr: 0.012246 || Task Loss: 0.2694 || KD Loss: 0.3590|| Cost Time: 4:28:35 || Estimated Time: 6:07:29
2023-04-13 13:42:58,981 semantic_segmentation INFO: Iters: 16900/40000 || Lr: 0.012241 || Task Loss: 0.3188 || KD Loss: 0.3567|| Cost Time: 4:28:44 || Estimated Time: 6:07:19
2023-04-13 13:43:07,755 semantic_segmentation INFO: Iters: 16910/40000 || Lr: 0.012237 || Task Loss: 0.2699 || KD Loss: 0.3931|| Cost Time: 4:28:53 || Estimated Time: 6:07:09
2023-04-13 13:43:16,769 semantic_segmentation INFO: Iters: 16920/40000 || Lr: 0.012232 || Task Loss: 0.3583 || KD Loss: 0.4768|| Cost Time: 4:29:02 || Estimated Time: 6:06:58
2023-04-13 13:43:25,475 semantic_segmentation INFO: Iters: 16930/40000 || Lr: 0.012227 || Task Loss: 0.3058 || KD Loss: 0.4045|| Cost Time: 4:29:11 || Estimated Time: 6:06:48
2023-04-13 13:43:34,476 semantic_segmentation INFO: Iters: 16940/40000 || Lr: 0.012222 || Task Loss: 0.3067 || KD Loss: 0.3261|| Cost Time: 4:29:20 || Estimated Time: 6:06:37
2023-04-13 13:43:43,435 semantic_segmentation INFO: Iters: 16950/40000 || Lr: 0.012218 || Task Loss: 0.3605 || KD Loss: 0.3916|| Cost Time: 4:29:28 || Estimated Time: 6:06:27
2023-04-13 13:43:52,357 semantic_segmentation INFO: Iters: 16960/40000 || Lr: 0.012213 || Task Loss: 0.2118 || KD Loss: 0.3199|| Cost Time: 4:29:37 || Estimated Time: 6:06:17
2023-04-13 13:44:01,332 semantic_segmentation INFO: Iters: 16970/40000 || Lr: 0.012208 || Task Loss: 0.3817 || KD Loss: 0.3743|| Cost Time: 4:29:46 || Estimated Time: 6:06:06
2023-04-13 13:44:10,309 semantic_segmentation INFO: Iters: 16980/40000 || Lr: 0.012203 || Task Loss: 0.2748 || KD Loss: 0.2640|| Cost Time: 4:29:55 || Estimated Time: 6:05:56
2023-04-13 13:44:19,303 semantic_segmentation INFO: Iters: 16990/40000 || Lr: 0.012199 || Task Loss: 0.2340 || KD Loss: 0.3124|| Cost Time: 4:30:04 || Estimated Time: 6:05:46
2023-04-13 13:44:28,274 semantic_segmentation INFO: Iters: 17000/40000 || Lr: 0.012194 || Task Loss: 0.4997 || KD Loss: 0.4005|| Cost Time: 4:30:13 || Estimated Time: 6:05:35
2023-04-13 13:44:37,158 semantic_segmentation INFO: Iters: 17010/40000 || Lr: 0.012189 || Task Loss: 0.2068 || KD Loss: 0.3308|| Cost Time: 4:30:22 || Estimated Time: 6:05:25
2023-04-13 13:44:46,134 semantic_segmentation INFO: Iters: 17020/40000 || Lr: 0.012185 || Task Loss: 0.2483 || KD Loss: 0.3349|| Cost Time: 4:30:31 || Estimated Time: 6:05:15
2023-04-13 13:44:55,102 semantic_segmentation INFO: Iters: 17030/40000 || Lr: 0.012180 || Task Loss: 0.2490 || KD Loss: 0.3316|| Cost Time: 4:30:40 || Estimated Time: 6:05:04
2023-04-13 13:45:04,046 semantic_segmentation INFO: Iters: 17040/40000 || Lr: 0.012175 || Task Loss: 0.2466 || KD Loss: 0.3570|| Cost Time: 4:30:49 || Estimated Time: 6:04:54
2023-04-13 13:45:13,032 semantic_segmentation INFO: Iters: 17050/40000 || Lr: 0.012170 || Task Loss: 0.3965 || KD Loss: 0.3799|| Cost Time: 4:30:58 || Estimated Time: 6:04:44
2023-04-13 13:45:21,825 semantic_segmentation INFO: Iters: 17060/40000 || Lr: 0.012166 || Task Loss: 0.2619 || KD Loss: 0.3521|| Cost Time: 4:31:07 || Estimated Time: 6:04:33
2023-04-13 13:45:30,855 semantic_segmentation INFO: Iters: 17070/40000 || Lr: 0.012161 || Task Loss: 0.2830 || KD Loss: 0.3953|| Cost Time: 4:31:16 || Estimated Time: 6:04:23
2023-04-13 13:45:39,834 semantic_segmentation INFO: Iters: 17080/40000 || Lr: 0.012156 || Task Loss: 0.2636 || KD Loss: 0.3352|| Cost Time: 4:31:25 || Estimated Time: 6:04:13
2023-04-13 13:45:48,795 semantic_segmentation INFO: Iters: 17090/40000 || Lr: 0.012151 || Task Loss: 0.2662 || KD Loss: 0.3440|| Cost Time: 4:31:34 || Estimated Time: 6:04:03
2023-04-13 13:45:57,703 semantic_segmentation INFO: Iters: 17100/40000 || Lr: 0.012147 || Task Loss: 0.2274 || KD Loss: 0.3281|| Cost Time: 4:31:43 || Estimated Time: 6:03:52
2023-04-13 13:46:06,708 semantic_segmentation INFO: Iters: 17110/40000 || Lr: 0.012142 || Task Loss: 0.2475 || KD Loss: 0.2738|| Cost Time: 4:31:52 || Estimated Time: 6:03:42
2023-04-13 13:46:15,643 semantic_segmentation INFO: Iters: 17120/40000 || Lr: 0.012137 || Task Loss: 0.2346 || KD Loss: 0.3573|| Cost Time: 4:32:01 || Estimated Time: 6:03:32
2023-04-13 13:46:24,443 semantic_segmentation INFO: Iters: 17130/40000 || Lr: 0.012132 || Task Loss: 0.2231 || KD Loss: 0.2803|| Cost Time: 4:32:09 || Estimated Time: 6:03:21
2023-04-13 13:46:33,424 semantic_segmentation INFO: Iters: 17140/40000 || Lr: 0.012128 || Task Loss: 0.4142 || KD Loss: 0.4147|| Cost Time: 4:32:18 || Estimated Time: 6:03:11
2023-04-13 13:46:42,162 semantic_segmentation INFO: Iters: 17150/40000 || Lr: 0.012123 || Task Loss: 0.3536 || KD Loss: 0.3627|| Cost Time: 4:32:27 || Estimated Time: 6:03:00
2023-04-13 13:46:51,204 semantic_segmentation INFO: Iters: 17160/40000 || Lr: 0.012118 || Task Loss: 0.4341 || KD Loss: 0.4363|| Cost Time: 4:32:36 || Estimated Time: 6:02:50
2023-04-13 13:47:00,167 semantic_segmentation INFO: Iters: 17170/40000 || Lr: 0.012114 || Task Loss: 0.3038 || KD Loss: 0.3232|| Cost Time: 4:32:45 || Estimated Time: 6:02:40
2023-04-13 13:47:09,164 semantic_segmentation INFO: Iters: 17180/40000 || Lr: 0.012109 || Task Loss: 0.3329 || KD Loss: 0.3658|| Cost Time: 4:32:54 || Estimated Time: 6:02:29
2023-04-13 13:47:18,136 semantic_segmentation INFO: Iters: 17190/40000 || Lr: 0.012104 || Task Loss: 0.3943 || KD Loss: 0.3541|| Cost Time: 4:33:03 || Estimated Time: 6:02:19
2023-04-13 13:47:26,994 semantic_segmentation INFO: Iters: 17200/40000 || Lr: 0.012099 || Task Loss: 0.2087 || KD Loss: 0.3311|| Cost Time: 4:33:12 || Estimated Time: 6:02:09
2023-04-13 13:47:27,275 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 13:47:30,060 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.394
2023-04-13 13:47:30,142 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.480
2023-04-13 13:47:30,219 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.438
2023-04-13 13:47:30,296 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.473
2023-04-13 13:47:30,370 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.449
2023-04-13 13:47:30,445 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.459
2023-04-13 13:47:30,521 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.491
2023-04-13 13:47:30,595 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.529
2023-04-13 13:47:30,665 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.540
2023-04-13 13:47:30,736 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.574
2023-04-13 13:47:30,806 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.586
2023-04-13 13:47:30,881 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.622
2023-04-13 13:47:30,953 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.944, mIoU: 0.634
2023-04-13 13:47:31,036 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.942, mIoU: 0.633
2023-04-13 13:47:31,115 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.627
2023-04-13 13:47:31,192 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.623
2023-04-13 13:47:31,264 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.618
2023-04-13 13:47:31,338 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.623
2023-04-13 13:47:31,408 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.628
2023-04-13 13:47:31,479 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.637
2023-04-13 13:47:31,552 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.637
2023-04-13 13:47:31,622 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.610
2023-04-13 13:47:31,696 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.613
2023-04-13 13:47:31,766 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-13 13:47:31,842 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-13 13:47:31,912 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-13 13:47:31,986 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 13:47:32,064 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-13 13:47:32,143 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.628
2023-04-13 13:47:32,223 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-13 13:47:32,299 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-13 13:47:32,375 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-13 13:47:32,447 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.628
2023-04-13 13:47:32,520 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.627
2023-04-13 13:47:32,592 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-13 13:47:32,668 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-13 13:47:32,743 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.630
2023-04-13 13:47:32,818 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-13 13:47:32,891 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.628
2023-04-13 13:47:32,967 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-13 13:47:33,045 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.933, mIoU: 0.628
2023-04-13 13:47:33,121 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.934, mIoU: 0.629
2023-04-13 13:47:33,198 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.630
2023-04-13 13:47:33,273 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.935, mIoU: 0.631
2023-04-13 13:47:33,345 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.629
2023-04-13 13:47:33,420 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.629
2023-04-13 13:47:33,501 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.629
2023-04-13 13:47:33,581 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.628
2023-04-13 13:47:33,663 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.631
2023-04-13 13:47:33,741 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.635
2023-04-13 13:47:33,818 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.634
2023-04-13 13:47:33,893 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.623
2023-04-13 13:47:33,961 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.617
2023-04-13 13:47:34,035 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.617
2023-04-13 13:47:34,112 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.616
2023-04-13 13:47:34,193 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-13 13:47:34,283 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.624
2023-04-13 13:47:34,357 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.631
2023-04-13 13:47:34,431 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-13 13:47:34,504 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.633
2023-04-13 13:47:34,581 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-13 13:47:34,657 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 13:47:34,739 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-13 13:47:34,816 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-13 13:47:34,893 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-13 13:47:34,967 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-13 13:47:35,043 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-13 13:47:35,120 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-13 13:47:35,194 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-13 13:47:35,274 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.633
2023-04-13 13:47:35,352 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.633
2023-04-13 13:47:35,434 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-13 13:47:35,515 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-13 13:47:35,589 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-13 13:47:35,662 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-13 13:47:35,734 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-13 13:47:35,804 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-13 13:47:35,880 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-13 13:47:35,960 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-13 13:47:36,037 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.636
2023-04-13 13:47:36,112 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-13 13:47:36,189 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-13 13:47:36,263 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-13 13:47:36,333 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-13 13:47:36,404 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-13 13:47:36,478 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-13 13:47:36,552 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-13 13:47:36,628 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-13 13:47:36,707 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-13 13:47:36,793 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-13 13:47:36,871 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-13 13:47:36,942 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 13:47:37,017 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 13:47:37,088 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:37,162 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:37,231 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 13:47:37,304 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 13:47:37,379 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-13 13:47:37,454 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:37,536 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:37,615 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 13:47:37,696 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.649
2023-04-13 13:47:37,772 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:37,844 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:37,918 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:37,993 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:38,065 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:38,138 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:38,217 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:38,295 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:38,373 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:38,447 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:38,524 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-13 13:47:38,601 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-13 13:47:38,677 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 13:47:38,755 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 13:47:38,831 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:38,910 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:38,990 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 13:47:39,063 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.651
2023-04-13 13:47:39,137 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:39,208 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:39,291 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-13 13:47:39,379 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 13:47:39,455 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 13:47:39,532 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.653
2023-04-13 13:47:39,606 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 13:47:39,680 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-13 13:47:39,756 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 13:47:39,830 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 13:47:39,899 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 13:47:39,971 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.654
2023-04-13 13:47:40,050 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-13 13:47:40,129 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-13 13:47:40,207 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:40,281 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:40,358 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:40,435 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 13:47:40,505 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 13:47:40,577 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:40,645 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-13 13:47:40,719 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:40,795 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:40,870 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.651
2023-04-13 13:47:40,946 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 13:47:41,026 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 13:47:41,099 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 13:47:41,174 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 13:47:41,245 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 13:47:41,318 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 13:47:41,392 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 13:47:41,467 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-13 13:47:41,537 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 13:47:41,617 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 13:47:41,699 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-13 13:47:41,777 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 13:47:41,853 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 13:47:41,928 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 13:47:42,007 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 13:47:42,079 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-13 13:47:42,154 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-13 13:47:42,227 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 13:47:42,306 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 13:47:42,381 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-13 13:47:42,454 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 13:47:42,529 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-13 13:47:42,605 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 13:47:42,679 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 13:47:42,751 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-13 13:47:42,829 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 13:47:42,906 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:47:42,996 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:47:43,073 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:47:43,146 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:47:43,220 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:47:43,293 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 13:47:43,365 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 13:47:43,438 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:47:43,515 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:47:43,587 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-13 13:47:43,665 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 13:47:43,745 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 13:47:43,826 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-13 13:47:43,903 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 13:47:43,981 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 13:47:44,054 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 13:47:44,127 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 13:47:44,197 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-13 13:47:44,270 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 13:47:44,346 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:44,424 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 13:47:44,499 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:44,572 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-13 13:47:44,645 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 13:47:44,716 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-13 13:47:44,786 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:44,861 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:44,932 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:45,007 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:45,076 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:45,149 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.932, mIoU: 0.646
2023-04-13 13:47:45,220 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:45,295 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:45,380 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-13 13:47:45,460 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 13:47:45,535 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 13:47:45,613 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-13 13:47:45,691 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.933, mIoU: 0.646
2023-04-13 13:47:45,764 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.933, mIoU: 0.646
2023-04-13 13:47:45,838 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.933, mIoU: 0.646
2023-04-13 13:47:45,913 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.933, mIoU: 0.646
2023-04-13 13:47:45,989 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.933, mIoU: 0.646
2023-04-13 13:47:46,064 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-13 13:47:46,144 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-13 13:47:46,221 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-13 13:47:46,292 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-13 13:47:46,367 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:47:46,438 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:47:46,508 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:47:46,576 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-13 13:47:46,642 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-13 13:47:46,706 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-13 13:47:46,771 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-13 13:47:46,836 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-13 13:47:46,900 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-13 13:47:46,965 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-13 13:47:47,029 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-13 13:47:47,093 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-13 13:47:47,163 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-13 13:47:47,225 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-13 13:47:47,287 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-13 13:47:47,351 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-13 13:47:47,419 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 13:47:47,486 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 13:47:47,558 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 13:47:47,632 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-13 13:47:47,706 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 13:47:47,778 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 13:47:47,849 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-13 13:47:47,921 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-13 13:47:47,991 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 13:47:48,060 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 13:47:48,127 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 13:47:48,195 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-13 13:47:48,263 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-13 13:47:48,329 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-13 13:47:48,394 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-13 13:47:48,457 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-13 13:47:48,523 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-13 13:47:48,589 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-13 13:47:49,134 semantic_segmentation INFO: Overall validation pixAcc: 93.941, mIoU: 65.160
2023-04-13 13:47:58,067 semantic_segmentation INFO: Iters: 17210/40000 || Lr: 0.012095 || Task Loss: 0.3082 || KD Loss: 0.3197|| Cost Time: 4:33:43 || Estimated Time: 6:02:28
2023-04-13 13:48:07,001 semantic_segmentation INFO: Iters: 17220/40000 || Lr: 0.012090 || Task Loss: 0.1902 || KD Loss: 0.3475|| Cost Time: 4:33:52 || Estimated Time: 6:02:17
2023-04-13 13:48:15,943 semantic_segmentation INFO: Iters: 17230/40000 || Lr: 0.012085 || Task Loss: 0.2680 || KD Loss: 0.3665|| Cost Time: 4:34:01 || Estimated Time: 6:02:07
2023-04-13 13:48:24,899 semantic_segmentation INFO: Iters: 17240/40000 || Lr: 0.012080 || Task Loss: 0.2360 || KD Loss: 0.3067|| Cost Time: 4:34:10 || Estimated Time: 6:01:57
2023-04-13 13:48:33,651 semantic_segmentation INFO: Iters: 17250/40000 || Lr: 0.012076 || Task Loss: 0.4156 || KD Loss: 0.4282|| Cost Time: 4:34:19 || Estimated Time: 6:01:46
2023-04-13 13:48:42,535 semantic_segmentation INFO: Iters: 17260/40000 || Lr: 0.012071 || Task Loss: 0.3841 || KD Loss: 0.3686|| Cost Time: 4:34:28 || Estimated Time: 6:01:36
2023-04-13 13:48:51,545 semantic_segmentation INFO: Iters: 17270/40000 || Lr: 0.012066 || Task Loss: 0.4927 || KD Loss: 0.4459|| Cost Time: 4:34:37 || Estimated Time: 6:01:26
2023-04-13 13:49:00,554 semantic_segmentation INFO: Iters: 17280/40000 || Lr: 0.012061 || Task Loss: 0.3388 || KD Loss: 0.3939|| Cost Time: 4:34:46 || Estimated Time: 6:01:15
2023-04-13 13:49:09,542 semantic_segmentation INFO: Iters: 17290/40000 || Lr: 0.012057 || Task Loss: 0.3487 || KD Loss: 0.3298|| Cost Time: 4:34:55 || Estimated Time: 6:01:05
2023-04-13 13:49:18,491 semantic_segmentation INFO: Iters: 17300/40000 || Lr: 0.012052 || Task Loss: 0.2913 || KD Loss: 0.3854|| Cost Time: 4:35:04 || Estimated Time: 6:00:55
2023-04-13 13:49:27,420 semantic_segmentation INFO: Iters: 17310/40000 || Lr: 0.012047 || Task Loss: 0.2352 || KD Loss: 0.3534|| Cost Time: 4:35:12 || Estimated Time: 6:00:44
2023-04-13 13:49:36,387 semantic_segmentation INFO: Iters: 17320/40000 || Lr: 0.012042 || Task Loss: 0.3071 || KD Loss: 0.3520|| Cost Time: 4:35:21 || Estimated Time: 6:00:34
2023-04-13 13:49:45,399 semantic_segmentation INFO: Iters: 17330/40000 || Lr: 0.012038 || Task Loss: 0.2671 || KD Loss: 0.3631|| Cost Time: 4:35:30 || Estimated Time: 6:00:24
2023-04-13 13:49:54,432 semantic_segmentation INFO: Iters: 17340/40000 || Lr: 0.012033 || Task Loss: 0.2464 || KD Loss: 0.3318|| Cost Time: 4:35:39 || Estimated Time: 6:00:14
2023-04-13 13:50:03,377 semantic_segmentation INFO: Iters: 17350/40000 || Lr: 0.012028 || Task Loss: 0.2469 || KD Loss: 0.3065|| Cost Time: 4:35:48 || Estimated Time: 6:00:03
2023-04-13 13:50:12,267 semantic_segmentation INFO: Iters: 17360/40000 || Lr: 0.012024 || Task Loss: 0.2989 || KD Loss: 0.4878|| Cost Time: 4:35:57 || Estimated Time: 5:59:53
2023-04-13 13:50:21,355 semantic_segmentation INFO: Iters: 17370/40000 || Lr: 0.012019 || Task Loss: 0.3340 || KD Loss: 0.2914|| Cost Time: 4:36:06 || Estimated Time: 5:59:43
2023-04-13 13:50:30,277 semantic_segmentation INFO: Iters: 17380/40000 || Lr: 0.012014 || Task Loss: 0.3132 || KD Loss: 0.3857|| Cost Time: 4:36:15 || Estimated Time: 5:59:32
2023-04-13 13:50:39,282 semantic_segmentation INFO: Iters: 17390/40000 || Lr: 0.012009 || Task Loss: 0.2660 || KD Loss: 0.2707|| Cost Time: 4:36:24 || Estimated Time: 5:59:22
2023-04-13 13:50:48,356 semantic_segmentation INFO: Iters: 17400/40000 || Lr: 0.012005 || Task Loss: 0.2061 || KD Loss: 0.3408|| Cost Time: 4:36:33 || Estimated Time: 5:59:12
2023-04-13 13:50:57,395 semantic_segmentation INFO: Iters: 17410/40000 || Lr: 0.012000 || Task Loss: 0.2822 || KD Loss: 0.3553|| Cost Time: 4:36:42 || Estimated Time: 5:59:02
2023-04-13 13:51:06,471 semantic_segmentation INFO: Iters: 17420/40000 || Lr: 0.011995 || Task Loss: 0.3763 || KD Loss: 0.4183|| Cost Time: 4:36:52 || Estimated Time: 5:58:52
2023-04-13 13:51:15,438 semantic_segmentation INFO: Iters: 17430/40000 || Lr: 0.011990 || Task Loss: 0.2346 || KD Loss: 0.2800|| Cost Time: 4:37:00 || Estimated Time: 5:58:42
2023-04-13 13:51:24,460 semantic_segmentation INFO: Iters: 17440/40000 || Lr: 0.011986 || Task Loss: 0.2686 || KD Loss: 0.4080|| Cost Time: 4:37:10 || Estimated Time: 5:58:31
2023-04-13 13:51:33,513 semantic_segmentation INFO: Iters: 17450/40000 || Lr: 0.011981 || Task Loss: 0.2813 || KD Loss: 0.2634|| Cost Time: 4:37:19 || Estimated Time: 5:58:21
2023-04-13 13:51:42,407 semantic_segmentation INFO: Iters: 17460/40000 || Lr: 0.011976 || Task Loss: 0.3485 || KD Loss: 0.3012|| Cost Time: 4:37:27 || Estimated Time: 5:58:11
2023-04-13 13:51:51,480 semantic_segmentation INFO: Iters: 17470/40000 || Lr: 0.011971 || Task Loss: 0.2977 || KD Loss: 0.3067|| Cost Time: 4:37:37 || Estimated Time: 5:58:01
2023-04-13 13:52:00,490 semantic_segmentation INFO: Iters: 17480/40000 || Lr: 0.011967 || Task Loss: 0.2654 || KD Loss: 0.3581|| Cost Time: 4:37:46 || Estimated Time: 5:57:50
2023-04-13 13:52:09,381 semantic_segmentation INFO: Iters: 17490/40000 || Lr: 0.011962 || Task Loss: 0.4227 || KD Loss: 0.3933|| Cost Time: 4:37:54 || Estimated Time: 5:57:40
2023-04-13 13:52:18,398 semantic_segmentation INFO: Iters: 17500/40000 || Lr: 0.011957 || Task Loss: 0.3364 || KD Loss: 0.3878|| Cost Time: 4:38:03 || Estimated Time: 5:57:30
2023-04-13 13:52:27,366 semantic_segmentation INFO: Iters: 17510/40000 || Lr: 0.011952 || Task Loss: 0.1926 || KD Loss: 0.2635|| Cost Time: 4:38:12 || Estimated Time: 5:57:20
2023-04-13 13:52:36,388 semantic_segmentation INFO: Iters: 17520/40000 || Lr: 0.011948 || Task Loss: 0.3065 || KD Loss: 0.3396|| Cost Time: 4:38:21 || Estimated Time: 5:57:09
2023-04-13 13:52:45,422 semantic_segmentation INFO: Iters: 17530/40000 || Lr: 0.011943 || Task Loss: 0.3684 || KD Loss: 0.3533|| Cost Time: 4:38:30 || Estimated Time: 5:56:59
2023-04-13 13:52:54,446 semantic_segmentation INFO: Iters: 17540/40000 || Lr: 0.011938 || Task Loss: 0.2601 || KD Loss: 0.3213|| Cost Time: 4:38:39 || Estimated Time: 5:56:49
2023-04-13 13:53:03,450 semantic_segmentation INFO: Iters: 17550/40000 || Lr: 0.011933 || Task Loss: 0.4127 || KD Loss: 0.4637|| Cost Time: 4:38:49 || Estimated Time: 5:56:39
2023-04-13 13:53:12,468 semantic_segmentation INFO: Iters: 17560/40000 || Lr: 0.011929 || Task Loss: 0.2905 || KD Loss: 0.3302|| Cost Time: 4:38:58 || Estimated Time: 5:56:29
2023-04-13 13:53:21,476 semantic_segmentation INFO: Iters: 17570/40000 || Lr: 0.011924 || Task Loss: 0.2210 || KD Loss: 0.2530|| Cost Time: 4:39:07 || Estimated Time: 5:56:19
2023-04-13 13:53:30,401 semantic_segmentation INFO: Iters: 17580/40000 || Lr: 0.011919 || Task Loss: 0.2322 || KD Loss: 0.2457|| Cost Time: 4:39:15 || Estimated Time: 5:56:08
2023-04-13 13:53:39,454 semantic_segmentation INFO: Iters: 17590/40000 || Lr: 0.011914 || Task Loss: 0.2891 || KD Loss: 0.4684|| Cost Time: 4:39:25 || Estimated Time: 5:55:58
2023-04-13 13:53:48,431 semantic_segmentation INFO: Iters: 17600/40000 || Lr: 0.011910 || Task Loss: 0.3667 || KD Loss: 0.3319|| Cost Time: 4:39:33 || Estimated Time: 5:55:48
2023-04-13 13:53:48,717 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 13:53:51,565 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.954, mIoU: 0.387
2023-04-13 13:53:51,656 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.472
2023-04-13 13:53:51,744 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.485
2023-04-13 13:53:51,821 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.514
2023-04-13 13:53:51,890 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.510
2023-04-13 13:53:51,962 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.516
2023-04-13 13:53:52,037 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.530
2023-04-13 13:53:52,114 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.568
2023-04-13 13:53:52,188 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.599
2023-04-13 13:53:52,264 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.636
2023-04-13 13:53:52,342 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.641
2023-04-13 13:53:52,414 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.675
2023-04-13 13:53:52,489 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.681
2023-04-13 13:53:52,574 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.681
2023-04-13 13:53:52,649 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.683
2023-04-13 13:53:52,729 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.674
2023-04-13 13:53:52,807 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.680
2023-04-13 13:53:52,883 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.684
2023-04-13 13:53:52,958 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.688
2023-04-13 13:53:53,031 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.695
2023-04-13 13:53:53,106 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.694
2023-04-13 13:53:53,179 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.630
2023-04-13 13:53:53,252 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.628
2023-04-13 13:53:53,326 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.638
2023-04-13 13:53:53,402 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-13 13:53:53,476 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:53:53,554 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-13 13:53:53,632 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.643
2023-04-13 13:53:53,708 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-13 13:53:53,781 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 13:53:53,853 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-13 13:53:53,927 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-13 13:53:54,002 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-13 13:53:54,079 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-13 13:53:54,154 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-13 13:53:54,231 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-13 13:53:54,307 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-13 13:53:54,386 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-13 13:53:54,458 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-13 13:53:54,530 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-13 13:53:54,600 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-13 13:53:54,670 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.641
2023-04-13 13:53:54,747 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.642
2023-04-13 13:53:54,822 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.644
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2023-04-13 13:53:54,987 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.639
2023-04-13 13:53:55,064 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.640
2023-04-13 13:53:55,139 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.638
2023-04-13 13:53:55,215 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.643
2023-04-13 13:53:55,290 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.647
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2023-04-13 13:53:55,443 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:53:55,519 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-13 13:53:55,594 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-13 13:53:55,671 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.651
2023-04-13 13:53:55,750 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-13 13:53:55,824 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-13 13:53:55,898 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.661
2023-04-13 13:53:55,971 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.666
2023-04-13 13:53:56,043 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-13 13:53:56,120 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 13:53:56,196 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.667
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2023-04-13 13:53:56,353 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-13 13:53:56,431 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.669
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2023-04-13 13:53:56,582 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.667
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2023-04-13 13:53:56,733 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-13 13:53:56,804 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-13 13:53:56,879 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.665
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2023-04-13 13:53:57,030 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.658
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2023-04-13 13:53:57,936 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.658
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2023-04-13 13:53:59,042 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.669
2023-04-13 13:53:59,120 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.668
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2023-04-13 13:53:59,425 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.667
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2023-04-13 13:53:59,871 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.669
2023-04-13 13:53:59,946 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.669
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2023-04-13 13:54:02,049 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.932, mIoU: 0.679
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2023-04-13 13:54:09,041 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 13:54:09,112 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 13:54:09,179 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 13:54:09,249 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 13:54:09,317 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 13:54:09,384 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 13:54:09,452 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 13:54:09,521 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 13:54:09,590 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 13:54:09,661 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 13:54:09,732 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 13:54:09,801 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 13:54:09,870 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 13:54:09,935 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 13:54:10,004 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 13:54:10,072 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 13:54:10,385 semantic_segmentation INFO: Overall validation pixAcc: 94.328, mIoU: 68.441
2023-04-13 13:54:19,448 semantic_segmentation INFO: Iters: 17610/40000 || Lr: 0.011905 || Task Loss: 0.2427 || KD Loss: 0.3543|| Cost Time: 4:40:04 || Estimated Time: 5:56:06
2023-04-13 13:54:28,254 semantic_segmentation INFO: Iters: 17620/40000 || Lr: 0.011900 || Task Loss: 0.1869 || KD Loss: 0.3633|| Cost Time: 4:40:13 || Estimated Time: 5:55:55
2023-04-13 13:54:37,245 semantic_segmentation INFO: Iters: 17630/40000 || Lr: 0.011895 || Task Loss: 0.2331 || KD Loss: 0.2815|| Cost Time: 4:40:22 || Estimated Time: 5:55:45
2023-04-13 13:54:46,075 semantic_segmentation INFO: Iters: 17640/40000 || Lr: 0.011891 || Task Loss: 0.2411 || KD Loss: 0.2588|| Cost Time: 4:40:31 || Estimated Time: 5:55:34
2023-04-13 13:54:55,089 semantic_segmentation INFO: Iters: 17650/40000 || Lr: 0.011886 || Task Loss: 0.2353 || KD Loss: 0.3345|| Cost Time: 4:40:40 || Estimated Time: 5:55:24
2023-04-13 13:55:03,989 semantic_segmentation INFO: Iters: 17660/40000 || Lr: 0.011881 || Task Loss: 0.2559 || KD Loss: 0.3471|| Cost Time: 4:40:49 || Estimated Time: 5:55:14
2023-04-13 13:55:13,042 semantic_segmentation INFO: Iters: 17670/40000 || Lr: 0.011877 || Task Loss: 0.2089 || KD Loss: 0.2677|| Cost Time: 4:40:58 || Estimated Time: 5:55:04
2023-04-13 13:55:22,046 semantic_segmentation INFO: Iters: 17680/40000 || Lr: 0.011872 || Task Loss: 0.2794 || KD Loss: 0.3813|| Cost Time: 4:41:07 || Estimated Time: 5:54:54
2023-04-13 13:55:31,037 semantic_segmentation INFO: Iters: 17690/40000 || Lr: 0.011867 || Task Loss: 0.2919 || KD Loss: 0.2451|| Cost Time: 4:41:16 || Estimated Time: 5:54:43
2023-04-13 13:55:39,956 semantic_segmentation INFO: Iters: 17700/40000 || Lr: 0.011862 || Task Loss: 0.3671 || KD Loss: 0.3465|| Cost Time: 4:41:25 || Estimated Time: 5:54:33
2023-04-13 13:55:48,977 semantic_segmentation INFO: Iters: 17710/40000 || Lr: 0.011858 || Task Loss: 0.3434 || KD Loss: 0.3205|| Cost Time: 4:41:34 || Estimated Time: 5:54:23
2023-04-13 13:55:57,958 semantic_segmentation INFO: Iters: 17720/40000 || Lr: 0.011853 || Task Loss: 0.2530 || KD Loss: 0.2709|| Cost Time: 4:41:43 || Estimated Time: 5:54:13
2023-04-13 13:56:06,945 semantic_segmentation INFO: Iters: 17730/40000 || Lr: 0.011848 || Task Loss: 0.3126 || KD Loss: 0.3697|| Cost Time: 4:41:52 || Estimated Time: 5:54:02
2023-04-13 13:56:15,968 semantic_segmentation INFO: Iters: 17740/40000 || Lr: 0.011843 || Task Loss: 0.3492 || KD Loss: 0.3389|| Cost Time: 4:42:01 || Estimated Time: 5:53:52
2023-04-13 13:56:24,994 semantic_segmentation INFO: Iters: 17750/40000 || Lr: 0.011839 || Task Loss: 0.2639 || KD Loss: 0.2836|| Cost Time: 4:42:10 || Estimated Time: 5:53:42
2023-04-13 13:56:33,983 semantic_segmentation INFO: Iters: 17760/40000 || Lr: 0.011834 || Task Loss: 0.6085 || KD Loss: 0.4360|| Cost Time: 4:42:19 || Estimated Time: 5:53:32
2023-04-13 13:56:43,011 semantic_segmentation INFO: Iters: 17770/40000 || Lr: 0.011829 || Task Loss: 0.2654 || KD Loss: 0.4182|| Cost Time: 4:42:28 || Estimated Time: 5:53:22
2023-04-13 13:56:52,017 semantic_segmentation INFO: Iters: 17780/40000 || Lr: 0.011824 || Task Loss: 0.2971 || KD Loss: 0.4250|| Cost Time: 4:42:37 || Estimated Time: 5:53:11
2023-04-13 13:57:01,042 semantic_segmentation INFO: Iters: 17790/40000 || Lr: 0.011820 || Task Loss: 0.2926 || KD Loss: 0.3575|| Cost Time: 4:42:46 || Estimated Time: 5:53:01
2023-04-13 13:57:10,048 semantic_segmentation INFO: Iters: 17800/40000 || Lr: 0.011815 || Task Loss: 0.2478 || KD Loss: 0.4186|| Cost Time: 4:42:55 || Estimated Time: 5:52:51
2023-04-13 13:57:19,109 semantic_segmentation INFO: Iters: 17810/40000 || Lr: 0.011810 || Task Loss: 0.2736 || KD Loss: 0.2946|| Cost Time: 4:43:04 || Estimated Time: 5:52:41
2023-04-13 13:57:28,100 semantic_segmentation INFO: Iters: 17820/40000 || Lr: 0.011805 || Task Loss: 0.2312 || KD Loss: 0.2807|| Cost Time: 4:43:13 || Estimated Time: 5:52:31
2023-04-13 13:57:37,122 semantic_segmentation INFO: Iters: 17830/40000 || Lr: 0.011801 || Task Loss: 0.2981 || KD Loss: 0.3560|| Cost Time: 4:43:22 || Estimated Time: 5:52:20
2023-04-13 13:57:46,178 semantic_segmentation INFO: Iters: 17840/40000 || Lr: 0.011796 || Task Loss: 0.2458 || KD Loss: 0.2931|| Cost Time: 4:43:31 || Estimated Time: 5:52:10
2023-04-13 13:57:55,100 semantic_segmentation INFO: Iters: 17850/40000 || Lr: 0.011791 || Task Loss: 0.2682 || KD Loss: 0.3321|| Cost Time: 4:43:40 || Estimated Time: 5:52:00
2023-04-13 13:58:04,094 semantic_segmentation INFO: Iters: 17860/40000 || Lr: 0.011786 || Task Loss: 0.2828 || KD Loss: 0.3112|| Cost Time: 4:43:49 || Estimated Time: 5:51:50
2023-04-13 13:58:13,125 semantic_segmentation INFO: Iters: 17870/40000 || Lr: 0.011782 || Task Loss: 0.1854 || KD Loss: 0.3568|| Cost Time: 4:43:58 || Estimated Time: 5:51:40
2023-04-13 13:58:22,209 semantic_segmentation INFO: Iters: 17880/40000 || Lr: 0.011777 || Task Loss: 0.3041 || KD Loss: 0.2736|| Cost Time: 4:44:07 || Estimated Time: 5:51:30
2023-04-13 13:58:31,133 semantic_segmentation INFO: Iters: 17890/40000 || Lr: 0.011772 || Task Loss: 0.2597 || KD Loss: 0.3403|| Cost Time: 4:44:16 || Estimated Time: 5:51:19
2023-04-13 13:58:40,211 semantic_segmentation INFO: Iters: 17900/40000 || Lr: 0.011767 || Task Loss: 0.2431 || KD Loss: 0.3263|| Cost Time: 4:44:25 || Estimated Time: 5:51:09
2023-04-13 13:58:49,166 semantic_segmentation INFO: Iters: 17910/40000 || Lr: 0.011763 || Task Loss: 0.2569 || KD Loss: 0.3294|| Cost Time: 4:44:34 || Estimated Time: 5:50:59
2023-04-13 13:58:58,183 semantic_segmentation INFO: Iters: 17920/40000 || Lr: 0.011758 || Task Loss: 0.2537 || KD Loss: 0.2815|| Cost Time: 4:44:43 || Estimated Time: 5:50:49
2023-04-13 13:59:07,248 semantic_segmentation INFO: Iters: 17930/40000 || Lr: 0.011753 || Task Loss: 0.2791 || KD Loss: 0.2583|| Cost Time: 4:44:52 || Estimated Time: 5:50:39
2023-04-13 13:59:16,344 semantic_segmentation INFO: Iters: 17940/40000 || Lr: 0.011748 || Task Loss: 0.2596 || KD Loss: 0.2668|| Cost Time: 4:45:01 || Estimated Time: 5:50:29
2023-04-13 13:59:25,174 semantic_segmentation INFO: Iters: 17950/40000 || Lr: 0.011744 || Task Loss: 0.2305 || KD Loss: 0.2844|| Cost Time: 4:45:10 || Estimated Time: 5:50:18
2023-04-13 13:59:34,224 semantic_segmentation INFO: Iters: 17960/40000 || Lr: 0.011739 || Task Loss: 0.3140 || KD Loss: 0.3797|| Cost Time: 4:45:19 || Estimated Time: 5:50:08
2023-04-13 13:59:43,297 semantic_segmentation INFO: Iters: 17970/40000 || Lr: 0.011734 || Task Loss: 0.3403 || KD Loss: 0.3382|| Cost Time: 4:45:28 || Estimated Time: 5:49:58
2023-04-13 13:59:52,317 semantic_segmentation INFO: Iters: 17980/40000 || Lr: 0.011729 || Task Loss: 0.2421 || KD Loss: 0.2603|| Cost Time: 4:45:37 || Estimated Time: 5:49:48
2023-04-13 14:00:01,331 semantic_segmentation INFO: Iters: 17990/40000 || Lr: 0.011725 || Task Loss: 0.2456 || KD Loss: 0.3322|| Cost Time: 4:45:46 || Estimated Time: 5:49:38
2023-04-13 14:00:10,440 semantic_segmentation INFO: Iters: 18000/40000 || Lr: 0.011720 || Task Loss: 0.1788 || KD Loss: 0.3094|| Cost Time: 4:45:55 || Estimated Time: 5:49:28
2023-04-13 14:00:10,722 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:00:12,983 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.397
2023-04-13 14:00:13,225 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.463
2023-04-13 14:00:13,632 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.481
2023-04-13 14:00:13,732 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.517
2023-04-13 14:00:13,823 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.509
2023-04-13 14:00:13,911 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.512
2023-04-13 14:00:13,984 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.554
2023-04-13 14:00:14,056 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.576
2023-04-13 14:00:14,142 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.619
2023-04-13 14:00:14,222 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.661
2023-04-13 14:00:14,291 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.671
2023-04-13 14:00:14,359 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.691
2023-04-13 14:00:14,430 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.689
2023-04-13 14:00:14,507 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.684
2023-04-13 14:00:14,585 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.676
2023-04-13 14:00:14,665 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.665
2023-04-13 14:00:14,741 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.670
2023-04-13 14:00:14,814 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.673
2023-04-13 14:00:14,889 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.678
2023-04-13 14:00:14,963 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.686
2023-04-13 14:00:15,041 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.688
2023-04-13 14:00:15,111 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-13 14:00:15,182 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 14:00:15,261 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-13 14:00:15,342 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 14:00:15,417 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 14:00:15,496 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.705
2023-04-13 14:00:15,572 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-13 14:00:15,659 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.705
2023-04-13 14:00:15,732 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.700
2023-04-13 14:00:15,803 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.699
2023-04-13 14:00:15,876 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.697
2023-04-13 14:00:15,953 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-13 14:00:16,033 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-13 14:00:16,108 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.699
2023-04-13 14:00:16,182 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-13 14:00:16,258 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 14:00:16,334 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 14:00:16,405 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 14:00:16,475 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 14:00:16,550 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 14:00:16,623 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 14:00:16,697 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 14:00:16,778 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 14:00:16,857 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 14:00:16,940 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 14:00:17,015 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 14:00:17,092 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 14:00:17,172 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.697
2023-04-13 14:00:17,254 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-13 14:00:17,330 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-13 14:00:17,407 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-13 14:00:17,484 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-13 14:00:17,559 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.697
2023-04-13 14:00:17,633 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 14:00:17,708 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.699
2023-04-13 14:00:17,784 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-13 14:00:17,861 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.704
2023-04-13 14:00:17,942 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.707
2023-04-13 14:00:18,017 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.705
2023-04-13 14:00:18,091 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.707
2023-04-13 14:00:18,171 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.709
2023-04-13 14:00:18,245 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.708
2023-04-13 14:00:18,318 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.707
2023-04-13 14:00:18,389 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.709
2023-04-13 14:00:18,461 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.709
2023-04-13 14:00:18,535 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.709
2023-04-13 14:00:18,616 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.711
2023-04-13 14:00:18,705 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.709
2023-04-13 14:00:18,779 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.709
2023-04-13 14:00:18,858 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.710
2023-04-13 14:00:18,934 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.708
2023-04-13 14:00:19,010 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.705
2023-04-13 14:00:19,082 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.705
2023-04-13 14:00:19,164 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.706
2023-04-13 14:00:19,240 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.707
2023-04-13 14:00:19,316 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.707
2023-04-13 14:00:19,389 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.707
2023-04-13 14:00:19,462 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.707
2023-04-13 14:00:19,537 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.938, mIoU: 0.708
2023-04-13 14:00:19,607 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.709
2023-04-13 14:00:19,680 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.938, mIoU: 0.708
2023-04-13 14:00:19,753 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.938, mIoU: 0.708
2023-04-13 14:00:19,824 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.706
2023-04-13 14:00:19,897 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.935, mIoU: 0.697
2023-04-13 14:00:19,969 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.697
2023-04-13 14:00:20,046 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 14:00:20,123 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 14:00:20,204 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.697
2023-04-13 14:00:20,285 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 14:00:20,363 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.936, mIoU: 0.697
2023-04-13 14:00:20,435 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 14:00:20,507 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 14:00:20,581 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 14:00:20,659 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 14:00:20,732 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 14:00:20,809 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 14:00:20,883 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 14:00:20,960 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 14:00:21,040 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 14:00:21,113 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 14:00:21,189 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:00:21,263 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:00:21,340 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:00:21,415 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:00:21,492 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:21,568 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:21,647 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 14:00:21,721 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:00:21,792 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:21,864 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:21,935 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:22,022 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:22,094 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:22,169 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:22,242 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:22,315 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 14:00:22,390 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 14:00:22,461 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.679
2023-04-13 14:00:22,533 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.679
2023-04-13 14:00:22,608 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 14:00:22,680 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 14:00:22,765 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.678
2023-04-13 14:00:22,852 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 14:00:22,930 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.680
2023-04-13 14:00:23,008 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.680
2023-04-13 14:00:23,084 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 14:00:23,160 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 14:00:23,234 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 14:00:23,304 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 14:00:23,376 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:23,449 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:23,528 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:23,607 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:23,683 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 14:00:23,760 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 14:00:23,838 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 14:00:23,911 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-13 14:00:23,980 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:00:24,052 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:00:24,122 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:00:24,192 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:00:24,264 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 14:00:24,342 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 14:00:24,416 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 14:00:24,493 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:24,574 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 14:00:24,653 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:24,732 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 14:00:24,806 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 14:00:24,882 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:24,955 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:25,025 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 14:00:25,103 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 14:00:25,182 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:25,257 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:25,333 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:00:25,410 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 14:00:25,484 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 14:00:25,559 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.934, mIoU: 0.680
2023-04-13 14:00:25,637 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 14:00:25,711 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 14:00:25,787 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.934, mIoU: 0.676
2023-04-13 14:00:25,866 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 14:00:25,942 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 14:00:26,015 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 14:00:26,091 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 14:00:26,164 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 14:00:26,239 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.934, mIoU: 0.678
2023-04-13 14:00:26,315 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 14:00:26,394 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 14:00:26,485 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 14:00:26,558 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 14:00:26,632 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 14:00:26,707 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 14:00:26,788 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 14:00:26,860 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 14:00:26,930 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 14:00:27,005 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 14:00:27,081 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 14:00:27,159 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 14:00:27,231 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 14:00:27,307 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 14:00:27,382 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 14:00:27,456 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 14:00:27,532 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 14:00:27,602 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 14:00:27,674 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 14:00:27,747 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 14:00:27,821 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 14:00:27,898 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 14:00:27,974 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 14:00:28,050 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:00:28,125 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:00:28,200 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:00:28,272 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:00:28,346 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:00:28,419 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 14:00:28,493 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 14:00:28,567 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 14:00:28,643 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 14:00:28,717 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 14:00:28,792 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 14:00:28,876 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 14:00:28,953 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 14:00:29,028 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 14:00:29,100 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 14:00:29,172 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.937, mIoU: 0.678
2023-04-13 14:00:29,245 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.937, mIoU: 0.678
2023-04-13 14:00:29,316 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:00:29,390 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.937, mIoU: 0.678
2023-04-13 14:00:29,468 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:29,546 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:29,623 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:29,701 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 14:00:29,775 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:29,850 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:29,924 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:29,994 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:30,060 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:30,125 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:30,191 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:00:30,256 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-13 14:00:30,321 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-13 14:00:30,387 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-13 14:00:30,452 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-13 14:00:30,516 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.938, mIoU: 0.678
2023-04-13 14:00:30,581 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-13 14:00:30,644 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.938, mIoU: 0.678
2023-04-13 14:00:30,708 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:00:30,771 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:00:30,834 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:00:30,902 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:30,970 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:31,042 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:31,116 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:31,189 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:31,262 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:31,333 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 14:00:31,405 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:31,475 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:31,544 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:31,610 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:00:31,678 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:00:31,745 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.938, mIoU: 0.678
2023-04-13 14:00:31,811 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.938, mIoU: 0.679
2023-04-13 14:00:31,876 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.938, mIoU: 0.678
2023-04-13 14:00:31,939 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:00:32,005 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:00:32,070 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-13 14:00:32,486 semantic_segmentation INFO: Overall validation pixAcc: 94.366, mIoU: 68.650
2023-04-13 14:00:41,585 semantic_segmentation INFO: Iters: 18010/40000 || Lr: 0.011715 || Task Loss: 0.2227 || KD Loss: 0.2960|| Cost Time: 4:46:27 || Estimated Time: 5:49:44
2023-04-13 14:00:50,563 semantic_segmentation INFO: Iters: 18020/40000 || Lr: 0.011710 || Task Loss: 0.4014 || KD Loss: 0.3664|| Cost Time: 4:46:36 || Estimated Time: 5:49:34
2023-04-13 14:00:59,557 semantic_segmentation INFO: Iters: 18030/40000 || Lr: 0.011706 || Task Loss: 0.2588 || KD Loss: 0.3460|| Cost Time: 4:46:45 || Estimated Time: 5:49:24
2023-04-13 14:01:08,539 semantic_segmentation INFO: Iters: 18040/40000 || Lr: 0.011701 || Task Loss: 0.2401 || KD Loss: 0.4019|| Cost Time: 4:46:54 || Estimated Time: 5:49:14
2023-04-13 14:01:17,567 semantic_segmentation INFO: Iters: 18050/40000 || Lr: 0.011696 || Task Loss: 0.2540 || KD Loss: 0.3209|| Cost Time: 4:47:03 || Estimated Time: 5:49:04
2023-04-13 14:01:26,545 semantic_segmentation INFO: Iters: 18060/40000 || Lr: 0.011691 || Task Loss: 0.2655 || KD Loss: 0.2963|| Cost Time: 4:47:12 || Estimated Time: 5:48:53
2023-04-13 14:01:35,573 semantic_segmentation INFO: Iters: 18070/40000 || Lr: 0.011686 || Task Loss: 0.2134 || KD Loss: 0.2492|| Cost Time: 4:47:21 || Estimated Time: 5:48:43
2023-04-13 14:01:44,441 semantic_segmentation INFO: Iters: 18080/40000 || Lr: 0.011682 || Task Loss: 0.2480 || KD Loss: 0.2768|| Cost Time: 4:47:29 || Estimated Time: 5:48:33
2023-04-13 14:01:53,469 semantic_segmentation INFO: Iters: 18090/40000 || Lr: 0.011677 || Task Loss: 0.2601 || KD Loss: 0.2506|| Cost Time: 4:47:39 || Estimated Time: 5:48:23
2023-04-13 14:02:02,502 semantic_segmentation INFO: Iters: 18100/40000 || Lr: 0.011672 || Task Loss: 0.2980 || KD Loss: 0.2698|| Cost Time: 4:47:48 || Estimated Time: 5:48:13
2023-04-13 14:02:11,591 semantic_segmentation INFO: Iters: 18110/40000 || Lr: 0.011667 || Task Loss: 0.5299 || KD Loss: 0.3086|| Cost Time: 4:47:57 || Estimated Time: 5:48:02
2023-04-13 14:02:20,642 semantic_segmentation INFO: Iters: 18120/40000 || Lr: 0.011663 || Task Loss: 0.2548 || KD Loss: 0.3141|| Cost Time: 4:48:06 || Estimated Time: 5:47:52
2023-04-13 14:02:29,688 semantic_segmentation INFO: Iters: 18130/40000 || Lr: 0.011658 || Task Loss: 0.2591 || KD Loss: 0.3251|| Cost Time: 4:48:15 || Estimated Time: 5:47:42
2023-04-13 14:02:38,680 semantic_segmentation INFO: Iters: 18140/40000 || Lr: 0.011653 || Task Loss: 0.3045 || KD Loss: 0.3847|| Cost Time: 4:48:24 || Estimated Time: 5:47:32
2023-04-13 14:02:47,745 semantic_segmentation INFO: Iters: 18150/40000 || Lr: 0.011648 || Task Loss: 0.2974 || KD Loss: 0.3138|| Cost Time: 4:48:33 || Estimated Time: 5:47:22
2023-04-13 14:02:56,806 semantic_segmentation INFO: Iters: 18160/40000 || Lr: 0.011644 || Task Loss: 0.2623 || KD Loss: 0.3207|| Cost Time: 4:48:42 || Estimated Time: 5:47:12
2023-04-13 14:03:05,863 semantic_segmentation INFO: Iters: 18170/40000 || Lr: 0.011639 || Task Loss: 0.2270 || KD Loss: 0.3080|| Cost Time: 4:48:51 || Estimated Time: 5:47:02
2023-04-13 14:03:14,874 semantic_segmentation INFO: Iters: 18180/40000 || Lr: 0.011634 || Task Loss: 0.3708 || KD Loss: 0.3148|| Cost Time: 4:49:00 || Estimated Time: 5:46:51
2023-04-13 14:03:23,804 semantic_segmentation INFO: Iters: 18190/40000 || Lr: 0.011629 || Task Loss: 0.3014 || KD Loss: 0.3972|| Cost Time: 4:49:09 || Estimated Time: 5:46:41
2023-04-13 14:03:32,854 semantic_segmentation INFO: Iters: 18200/40000 || Lr: 0.011625 || Task Loss: 0.3563 || KD Loss: 0.3013|| Cost Time: 4:49:18 || Estimated Time: 5:46:31
2023-04-13 14:03:41,926 semantic_segmentation INFO: Iters: 18210/40000 || Lr: 0.011620 || Task Loss: 0.3000 || KD Loss: 0.2763|| Cost Time: 4:49:27 || Estimated Time: 5:46:21
2023-04-13 14:03:50,926 semantic_segmentation INFO: Iters: 18220/40000 || Lr: 0.011615 || Task Loss: 0.2935 || KD Loss: 0.2722|| Cost Time: 4:49:36 || Estimated Time: 5:46:11
2023-04-13 14:03:59,984 semantic_segmentation INFO: Iters: 18230/40000 || Lr: 0.011610 || Task Loss: 0.2884 || KD Loss: 0.4040|| Cost Time: 4:49:45 || Estimated Time: 5:46:01
2023-04-13 14:04:09,023 semantic_segmentation INFO: Iters: 18240/40000 || Lr: 0.011606 || Task Loss: 0.3576 || KD Loss: 0.3706|| Cost Time: 4:49:54 || Estimated Time: 5:45:51
2023-04-13 14:04:18,054 semantic_segmentation INFO: Iters: 18250/40000 || Lr: 0.011601 || Task Loss: 0.2875 || KD Loss: 0.2574|| Cost Time: 4:50:03 || Estimated Time: 5:45:40
2023-04-13 14:04:27,122 semantic_segmentation INFO: Iters: 18260/40000 || Lr: 0.011596 || Task Loss: 0.2756 || KD Loss: 0.3032|| Cost Time: 4:50:12 || Estimated Time: 5:45:30
2023-04-13 14:04:36,152 semantic_segmentation INFO: Iters: 18270/40000 || Lr: 0.011591 || Task Loss: 0.3277 || KD Loss: 0.2949|| Cost Time: 4:50:21 || Estimated Time: 5:45:20
2023-04-13 14:04:45,181 semantic_segmentation INFO: Iters: 18280/40000 || Lr: 0.011587 || Task Loss: 0.2740 || KD Loss: 0.2867|| Cost Time: 4:50:30 || Estimated Time: 5:45:10
2023-04-13 14:04:54,149 semantic_segmentation INFO: Iters: 18290/40000 || Lr: 0.011582 || Task Loss: 0.1838 || KD Loss: 0.2884|| Cost Time: 4:50:39 || Estimated Time: 5:45:00
2023-04-13 14:05:03,218 semantic_segmentation INFO: Iters: 18300/40000 || Lr: 0.011577 || Task Loss: 0.2224 || KD Loss: 0.3904|| Cost Time: 4:50:48 || Estimated Time: 5:44:50
2023-04-13 14:05:12,269 semantic_segmentation INFO: Iters: 18310/40000 || Lr: 0.011572 || Task Loss: 0.3587 || KD Loss: 0.3728|| Cost Time: 4:50:57 || Estimated Time: 5:44:40
2023-04-13 14:05:21,238 semantic_segmentation INFO: Iters: 18320/40000 || Lr: 0.011568 || Task Loss: 0.2472 || KD Loss: 0.3221|| Cost Time: 4:51:06 || Estimated Time: 5:44:29
2023-04-13 14:05:30,228 semantic_segmentation INFO: Iters: 18330/40000 || Lr: 0.011563 || Task Loss: 0.2508 || KD Loss: 0.3029|| Cost Time: 4:51:15 || Estimated Time: 5:44:19
2023-04-13 14:05:39,307 semantic_segmentation INFO: Iters: 18340/40000 || Lr: 0.011558 || Task Loss: 0.2684 || KD Loss: 0.3402|| Cost Time: 4:51:24 || Estimated Time: 5:44:09
2023-04-13 14:05:48,344 semantic_segmentation INFO: Iters: 18350/40000 || Lr: 0.011553 || Task Loss: 0.2933 || KD Loss: 0.3174|| Cost Time: 4:51:33 || Estimated Time: 5:43:59
2023-04-13 14:05:57,381 semantic_segmentation INFO: Iters: 18360/40000 || Lr: 0.011549 || Task Loss: 0.2894 || KD Loss: 0.3161|| Cost Time: 4:51:42 || Estimated Time: 5:43:49
2023-04-13 14:06:06,323 semantic_segmentation INFO: Iters: 18370/40000 || Lr: 0.011544 || Task Loss: 0.2351 || KD Loss: 0.3125|| Cost Time: 4:51:51 || Estimated Time: 5:43:39
2023-04-13 14:06:15,294 semantic_segmentation INFO: Iters: 18380/40000 || Lr: 0.011539 || Task Loss: 0.2962 || KD Loss: 0.3699|| Cost Time: 4:52:00 || Estimated Time: 5:43:29
2023-04-13 14:06:24,360 semantic_segmentation INFO: Iters: 18390/40000 || Lr: 0.011534 || Task Loss: 0.2782 || KD Loss: 0.2452|| Cost Time: 4:52:09 || Estimated Time: 5:43:18
2023-04-13 14:06:33,444 semantic_segmentation INFO: Iters: 18400/40000 || Lr: 0.011529 || Task Loss: 0.3156 || KD Loss: 0.3428|| Cost Time: 4:52:18 || Estimated Time: 5:43:08
2023-04-13 14:06:33,753 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:06:36,625 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.393
2023-04-13 14:06:36,725 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.470
2023-04-13 14:06:36,824 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.486
2023-04-13 14:06:36,915 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.517
2023-04-13 14:06:37,004 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.509
2023-04-13 14:06:37,077 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.511
2023-04-13 14:06:37,149 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.564
2023-04-13 14:06:37,229 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.604
2023-04-13 14:06:37,308 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.646
2023-04-13 14:06:37,382 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.693
2023-04-13 14:06:37,454 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.699
2023-04-13 14:06:37,528 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.730
2023-04-13 14:06:37,603 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.727
2023-04-13 14:06:37,680 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.723
2023-04-13 14:06:37,755 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.686
2023-04-13 14:06:37,843 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.674
2023-04-13 14:06:37,919 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.677
2023-04-13 14:06:37,992 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.675
2023-04-13 14:06:38,065 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.680
2023-04-13 14:06:38,141 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.688
2023-04-13 14:06:38,214 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 14:06:38,293 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-13 14:06:38,370 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 14:06:38,451 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 14:06:38,540 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.729
2023-04-13 14:06:38,612 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 14:06:38,687 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 14:06:38,758 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 14:06:38,829 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.711
2023-04-13 14:06:38,917 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.711
2023-04-13 14:06:38,986 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.709
2023-04-13 14:06:39,061 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.708
2023-04-13 14:06:39,141 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.711
2023-04-13 14:06:39,218 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.708
2023-04-13 14:06:39,292 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.710
2023-04-13 14:06:39,370 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.709
2023-04-13 14:06:39,445 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.703
2023-04-13 14:06:39,519 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.702
2023-04-13 14:06:39,591 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.697
2023-04-13 14:06:39,666 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.698
2023-04-13 14:06:39,744 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-13 14:06:39,826 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-13 14:06:39,902 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-13 14:06:39,977 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-13 14:06:40,052 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-13 14:06:40,127 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-13 14:06:40,202 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-13 14:06:40,275 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-13 14:06:40,350 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-13 14:06:40,428 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-13 14:06:40,507 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-13 14:06:40,585 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 14:06:40,663 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 14:06:40,744 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 14:06:40,816 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 14:06:40,893 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 14:06:40,975 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 14:06:41,054 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 14:06:41,135 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.699
2023-04-13 14:06:41,206 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.697
2023-04-13 14:06:41,280 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.698
2023-04-13 14:06:41,360 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.700
2023-04-13 14:06:41,432 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.699
2023-04-13 14:06:41,505 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.702
2023-04-13 14:06:41,584 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.703
2023-04-13 14:06:41,662 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.703
2023-04-13 14:06:41,741 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.703
2023-04-13 14:06:41,817 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.703
2023-04-13 14:06:41,889 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.702
2023-04-13 14:06:41,962 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.699
2023-04-13 14:06:42,033 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.700
2023-04-13 14:06:42,104 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.700
2023-04-13 14:06:42,178 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.700
2023-04-13 14:06:42,249 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.699
2023-04-13 14:06:42,323 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.701
2023-04-13 14:06:42,401 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.700
2023-04-13 14:06:42,476 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.700
2023-04-13 14:06:42,550 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.700
2023-04-13 14:06:42,621 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.700
2023-04-13 14:06:42,698 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.701
2023-04-13 14:06:42,770 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.703
2023-04-13 14:06:42,842 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.700
2023-04-13 14:06:42,914 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.700
2023-04-13 14:06:42,984 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.698
2023-04-13 14:06:43,054 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:43,122 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:43,193 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:43,270 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:43,341 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:43,421 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.694
2023-04-13 14:06:43,505 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.694
2023-04-13 14:06:43,579 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.710
2023-04-13 14:06:43,653 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.710
2023-04-13 14:06:43,726 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.710
2023-04-13 14:06:43,800 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.710
2023-04-13 14:06:43,870 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.710
2023-04-13 14:06:43,945 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.934, mIoU: 0.711
2023-04-13 14:06:44,014 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.711
2023-04-13 14:06:44,087 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.708
2023-04-13 14:06:44,162 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.708
2023-04-13 14:06:44,239 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.707
2023-04-13 14:06:44,320 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.704
2023-04-13 14:06:44,394 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.703
2023-04-13 14:06:44,473 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.703
2023-04-13 14:06:44,553 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.703
2023-04-13 14:06:44,626 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.703
2023-04-13 14:06:44,697 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.703
2023-04-13 14:06:44,771 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.704
2023-04-13 14:06:44,843 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.704
2023-04-13 14:06:44,917 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.702
2023-04-13 14:06:44,993 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.702
2023-04-13 14:06:45,075 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.701
2023-04-13 14:06:45,152 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.700
2023-04-13 14:06:45,232 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.700
2023-04-13 14:06:45,311 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.700
2023-04-13 14:06:45,387 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.699
2023-04-13 14:06:45,460 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.700
2023-04-13 14:06:45,533 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.700
2023-04-13 14:06:45,606 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.700
2023-04-13 14:06:45,683 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.700
2023-04-13 14:06:45,761 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.699
2023-04-13 14:06:45,836 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.699
2023-04-13 14:06:45,910 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.699
2023-04-13 14:06:45,983 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.700
2023-04-13 14:06:46,054 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.699
2023-04-13 14:06:46,124 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.700
2023-04-13 14:06:46,194 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.702
2023-04-13 14:06:46,268 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.702
2023-04-13 14:06:46,339 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.701
2023-04-13 14:06:46,409 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.701
2023-04-13 14:06:46,478 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.701
2023-04-13 14:06:46,549 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.701
2023-04-13 14:06:46,626 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.700
2023-04-13 14:06:46,705 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.700
2023-04-13 14:06:46,783 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.700
2023-04-13 14:06:46,860 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.700
2023-04-13 14:06:46,937 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.700
2023-04-13 14:06:47,014 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.696
2023-04-13 14:06:47,087 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:47,163 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.698
2023-04-13 14:06:47,235 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.931, mIoU: 0.698
2023-04-13 14:06:47,310 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.698
2023-04-13 14:06:47,386 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:47,460 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:47,535 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.696
2023-04-13 14:06:47,610 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.931, mIoU: 0.699
2023-04-13 14:06:47,685 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.931, mIoU: 0.699
2023-04-13 14:06:47,758 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.931, mIoU: 0.698
2023-04-13 14:06:47,832 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:47,903 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:47,978 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:48,055 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:48,131 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.931, mIoU: 0.696
2023-04-13 14:06:48,201 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.931, mIoU: 0.696
2023-04-13 14:06:48,279 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:48,360 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:48,440 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:48,520 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:48,593 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.931, mIoU: 0.697
2023-04-13 14:06:48,668 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.931, mIoU: 0.696
2023-04-13 14:06:48,746 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.931, mIoU: 0.696
2023-04-13 14:06:48,819 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.694
2023-04-13 14:06:48,894 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.694
2023-04-13 14:06:48,969 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.694
2023-04-13 14:06:49,043 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.694
2023-04-13 14:06:49,120 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.931, mIoU: 0.694
2023-04-13 14:06:49,193 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.931, mIoU: 0.694
2023-04-13 14:06:49,267 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.931, mIoU: 0.694
2023-04-13 14:06:49,343 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.931, mIoU: 0.695
2023-04-13 14:06:49,414 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.932, mIoU: 0.695
2023-04-13 14:06:49,491 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.932, mIoU: 0.695
2023-04-13 14:06:49,570 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.932, mIoU: 0.695
2023-04-13 14:06:49,649 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.932, mIoU: 0.695
2023-04-13 14:06:49,725 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.932, mIoU: 0.695
2023-04-13 14:06:49,801 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:49,874 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:49,948 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:50,018 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:50,095 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:50,171 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:50,245 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:50,322 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.932, mIoU: 0.694
2023-04-13 14:06:50,399 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-13 14:06:50,475 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-13 14:06:50,553 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-13 14:06:50,629 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-13 14:06:50,701 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-13 14:06:50,771 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-13 14:06:50,841 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-13 14:06:50,910 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.933, mIoU: 0.694
2023-04-13 14:06:50,987 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.933, mIoU: 0.694
2023-04-13 14:06:51,065 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.934, mIoU: 0.694
2023-04-13 14:06:51,140 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.934, mIoU: 0.696
2023-04-13 14:06:51,215 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.933, mIoU: 0.696
2023-04-13 14:06:51,288 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.933, mIoU: 0.696
2023-04-13 14:06:51,364 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.933, mIoU: 0.696
2023-04-13 14:06:51,443 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.933, mIoU: 0.695
2023-04-13 14:06:51,518 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.933, mIoU: 0.695
2023-04-13 14:06:51,591 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.933, mIoU: 0.695
2023-04-13 14:06:51,663 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.933, mIoU: 0.695
2023-04-13 14:06:51,736 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.933, mIoU: 0.697
2023-04-13 14:06:51,814 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.933, mIoU: 0.697
2023-04-13 14:06:51,893 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.934, mIoU: 0.697
2023-04-13 14:06:51,971 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.934, mIoU: 0.697
2023-04-13 14:06:52,045 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.934, mIoU: 0.697
2023-04-13 14:06:52,119 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.934, mIoU: 0.697
2023-04-13 14:06:52,191 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.934, mIoU: 0.697
2023-04-13 14:06:52,262 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.934, mIoU: 0.696
2023-04-13 14:06:52,335 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.934, mIoU: 0.696
2023-04-13 14:06:52,409 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.934, mIoU: 0.696
2023-04-13 14:06:52,483 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.934, mIoU: 0.696
2023-04-13 14:06:52,559 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.934, mIoU: 0.695
2023-04-13 14:06:52,636 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.934, mIoU: 0.695
2023-04-13 14:06:52,717 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.934, mIoU: 0.695
2023-04-13 14:06:52,796 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.934, mIoU: 0.695
2023-04-13 14:06:52,872 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 14:06:52,945 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 14:06:53,017 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 14:06:53,084 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 14:06:53,150 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 14:06:53,216 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 14:06:53,281 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 14:06:53,347 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 14:06:53,412 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 14:06:53,476 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 14:06:53,541 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 14:06:53,605 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-13 14:06:53,668 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 14:06:53,732 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-13 14:06:53,800 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-13 14:06:53,874 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.934, mIoU: 0.691
2023-04-13 14:06:53,945 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.934, mIoU: 0.691
2023-04-13 14:06:54,017 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.934, mIoU: 0.691
2023-04-13 14:06:54,089 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.934, mIoU: 0.691
2023-04-13 14:06:54,160 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.934, mIoU: 0.691
2023-04-13 14:06:54,231 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.934, mIoU: 0.692
2023-04-13 14:06:54,299 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-13 14:06:54,369 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-13 14:06:54,436 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.934, mIoU: 0.691
2023-04-13 14:06:54,504 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.934, mIoU: 0.692
2023-04-13 14:06:54,572 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.934, mIoU: 0.692
2023-04-13 14:06:54,638 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-13 14:06:54,702 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-13 14:06:54,768 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-13 14:06:54,834 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-13 14:06:54,899 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.935, mIoU: 0.694
2023-04-13 14:06:54,964 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-13 14:06:55,028 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-13 14:06:55,095 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-13 14:06:55,161 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-13 14:06:55,442 semantic_segmentation INFO: Overall validation pixAcc: 94.205, mIoU: 70.003
2023-04-13 14:07:04,766 semantic_segmentation INFO: Iters: 18410/40000 || Lr: 0.011525 || Task Loss: 0.3056 || KD Loss: 0.2878|| Cost Time: 4:52:50 || Estimated Time: 5:43:24
2023-04-13 14:07:13,703 semantic_segmentation INFO: Iters: 18420/40000 || Lr: 0.011520 || Task Loss: 0.3470 || KD Loss: 0.2852|| Cost Time: 4:52:59 || Estimated Time: 5:43:14
2023-04-13 14:07:22,624 semantic_segmentation INFO: Iters: 18430/40000 || Lr: 0.011515 || Task Loss: 0.4375 || KD Loss: 0.4352|| Cost Time: 4:53:08 || Estimated Time: 5:43:04
2023-04-13 14:07:31,554 semantic_segmentation INFO: Iters: 18440/40000 || Lr: 0.011510 || Task Loss: 0.2687 || KD Loss: 0.3567|| Cost Time: 4:53:17 || Estimated Time: 5:42:54
2023-04-13 14:07:40,296 semantic_segmentation INFO: Iters: 18450/40000 || Lr: 0.011506 || Task Loss: 0.2670 || KD Loss: 0.3697|| Cost Time: 4:53:25 || Estimated Time: 5:42:43
2023-04-13 14:07:49,300 semantic_segmentation INFO: Iters: 18460/40000 || Lr: 0.011501 || Task Loss: 0.2918 || KD Loss: 0.3473|| Cost Time: 4:53:34 || Estimated Time: 5:42:33
2023-04-13 14:07:58,207 semantic_segmentation INFO: Iters: 18470/40000 || Lr: 0.011496 || Task Loss: 0.2656 || KD Loss: 0.3055|| Cost Time: 4:53:43 || Estimated Time: 5:42:23
2023-04-13 14:08:07,071 semantic_segmentation INFO: Iters: 18480/40000 || Lr: 0.011491 || Task Loss: 0.2002 || KD Loss: 0.2326|| Cost Time: 4:53:52 || Estimated Time: 5:42:12
2023-04-13 14:08:16,075 semantic_segmentation INFO: Iters: 18490/40000 || Lr: 0.011487 || Task Loss: 0.2934 || KD Loss: 0.3321|| Cost Time: 4:54:01 || Estimated Time: 5:42:02
2023-04-13 14:08:25,020 semantic_segmentation INFO: Iters: 18500/40000 || Lr: 0.011482 || Task Loss: 0.3186 || KD Loss: 0.2340|| Cost Time: 4:54:10 || Estimated Time: 5:41:52
2023-04-13 14:08:33,852 semantic_segmentation INFO: Iters: 18510/40000 || Lr: 0.011477 || Task Loss: 0.2174 || KD Loss: 0.2730|| Cost Time: 4:54:19 || Estimated Time: 5:41:42
2023-04-13 14:08:42,844 semantic_segmentation INFO: Iters: 18520/40000 || Lr: 0.011472 || Task Loss: 0.2621 || KD Loss: 0.3481|| Cost Time: 4:54:28 || Estimated Time: 5:41:31
2023-04-13 14:08:51,842 semantic_segmentation INFO: Iters: 18530/40000 || Lr: 0.011468 || Task Loss: 0.3418 || KD Loss: 0.4049|| Cost Time: 4:54:37 || Estimated Time: 5:41:21
2023-04-13 14:09:00,846 semantic_segmentation INFO: Iters: 18540/40000 || Lr: 0.011463 || Task Loss: 0.3234 || KD Loss: 0.3227|| Cost Time: 4:54:46 || Estimated Time: 5:41:11
2023-04-13 14:09:09,718 semantic_segmentation INFO: Iters: 18550/40000 || Lr: 0.011458 || Task Loss: 0.1946 || KD Loss: 0.2980|| Cost Time: 4:54:55 || Estimated Time: 5:41:01
2023-04-13 14:09:18,694 semantic_segmentation INFO: Iters: 18560/40000 || Lr: 0.011453 || Task Loss: 0.3050 || KD Loss: 0.3356|| Cost Time: 4:55:04 || Estimated Time: 5:40:51
2023-04-13 14:09:27,675 semantic_segmentation INFO: Iters: 18570/40000 || Lr: 0.011448 || Task Loss: 0.4502 || KD Loss: 0.4218|| Cost Time: 4:55:13 || Estimated Time: 5:40:40
2023-04-13 14:09:36,574 semantic_segmentation INFO: Iters: 18580/40000 || Lr: 0.011444 || Task Loss: 0.2485 || KD Loss: 0.2866|| Cost Time: 4:55:22 || Estimated Time: 5:40:30
2023-04-13 14:09:45,603 semantic_segmentation INFO: Iters: 18590/40000 || Lr: 0.011439 || Task Loss: 0.2648 || KD Loss: 0.4105|| Cost Time: 4:55:31 || Estimated Time: 5:40:20
2023-04-13 14:09:54,593 semantic_segmentation INFO: Iters: 18600/40000 || Lr: 0.011434 || Task Loss: 0.3418 || KD Loss: 0.4004|| Cost Time: 4:55:40 || Estimated Time: 5:40:10
2023-04-13 14:10:03,623 semantic_segmentation INFO: Iters: 18610/40000 || Lr: 0.011429 || Task Loss: 0.2727 || KD Loss: 0.3561|| Cost Time: 4:55:49 || Estimated Time: 5:40:00
2023-04-13 14:10:12,515 semantic_segmentation INFO: Iters: 18620/40000 || Lr: 0.011425 || Task Loss: 0.2651 || KD Loss: 0.3018|| Cost Time: 4:55:58 || Estimated Time: 5:39:49
2023-04-13 14:10:21,499 semantic_segmentation INFO: Iters: 18630/40000 || Lr: 0.011420 || Task Loss: 0.2298 || KD Loss: 0.3214|| Cost Time: 4:56:07 || Estimated Time: 5:39:39
2023-04-13 14:10:30,466 semantic_segmentation INFO: Iters: 18640/40000 || Lr: 0.011415 || Task Loss: 0.2806 || KD Loss: 0.4211|| Cost Time: 4:56:16 || Estimated Time: 5:39:29
2023-04-13 14:10:39,437 semantic_segmentation INFO: Iters: 18650/40000 || Lr: 0.011410 || Task Loss: 0.4055 || KD Loss: 0.2928|| Cost Time: 4:56:24 || Estimated Time: 5:39:19
2023-04-13 14:10:48,347 semantic_segmentation INFO: Iters: 18660/40000 || Lr: 0.011406 || Task Loss: 0.1797 || KD Loss: 0.3667|| Cost Time: 4:56:33 || Estimated Time: 5:39:09
2023-04-13 14:10:57,315 semantic_segmentation INFO: Iters: 18670/40000 || Lr: 0.011401 || Task Loss: 0.2184 || KD Loss: 0.2800|| Cost Time: 4:56:42 || Estimated Time: 5:38:58
2023-04-13 14:11:06,268 semantic_segmentation INFO: Iters: 18680/40000 || Lr: 0.011396 || Task Loss: 0.3341 || KD Loss: 0.3455|| Cost Time: 4:56:51 || Estimated Time: 5:38:48
2023-04-13 14:11:15,219 semantic_segmentation INFO: Iters: 18690/40000 || Lr: 0.011391 || Task Loss: 0.2408 || KD Loss: 0.2842|| Cost Time: 4:57:00 || Estimated Time: 5:38:38
2023-04-13 14:11:24,249 semantic_segmentation INFO: Iters: 18700/40000 || Lr: 0.011386 || Task Loss: 0.2251 || KD Loss: 0.2747|| Cost Time: 4:57:09 || Estimated Time: 5:38:28
2023-04-13 14:11:33,291 semantic_segmentation INFO: Iters: 18710/40000 || Lr: 0.011382 || Task Loss: 0.1966 || KD Loss: 0.3748|| Cost Time: 4:57:18 || Estimated Time: 5:38:18
2023-04-13 14:11:42,264 semantic_segmentation INFO: Iters: 18720/40000 || Lr: 0.011377 || Task Loss: 0.2679 || KD Loss: 0.3517|| Cost Time: 4:57:27 || Estimated Time: 5:38:08
2023-04-13 14:11:51,255 semantic_segmentation INFO: Iters: 18730/40000 || Lr: 0.011372 || Task Loss: 0.3565 || KD Loss: 0.3751|| Cost Time: 4:57:36 || Estimated Time: 5:37:58
2023-04-13 14:12:00,278 semantic_segmentation INFO: Iters: 18740/40000 || Lr: 0.011367 || Task Loss: 0.3386 || KD Loss: 0.3112|| Cost Time: 4:57:45 || Estimated Time: 5:37:47
2023-04-13 14:12:09,266 semantic_segmentation INFO: Iters: 18750/40000 || Lr: 0.011363 || Task Loss: 0.3184 || KD Loss: 0.3235|| Cost Time: 4:57:54 || Estimated Time: 5:37:37
2023-04-13 14:12:18,155 semantic_segmentation INFO: Iters: 18760/40000 || Lr: 0.011358 || Task Loss: 0.2854 || KD Loss: 0.2679|| Cost Time: 4:58:03 || Estimated Time: 5:37:27
2023-04-13 14:12:27,061 semantic_segmentation INFO: Iters: 18770/40000 || Lr: 0.011353 || Task Loss: 0.2011 || KD Loss: 0.3445|| Cost Time: 4:58:12 || Estimated Time: 5:37:17
2023-04-13 14:12:36,085 semantic_segmentation INFO: Iters: 18780/40000 || Lr: 0.011348 || Task Loss: 0.2877 || KD Loss: 0.2902|| Cost Time: 4:58:21 || Estimated Time: 5:37:07
2023-04-13 14:12:45,027 semantic_segmentation INFO: Iters: 18790/40000 || Lr: 0.011344 || Task Loss: 0.3499 || KD Loss: 0.3007|| Cost Time: 4:58:30 || Estimated Time: 5:36:56
2023-04-13 14:12:53,955 semantic_segmentation INFO: Iters: 18800/40000 || Lr: 0.011339 || Task Loss: 0.2705 || KD Loss: 0.3956|| Cost Time: 4:58:39 || Estimated Time: 5:36:46
2023-04-13 14:12:54,234 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:12:56,458 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.934, mIoU: 0.359
2023-04-13 14:12:56,968 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.477
2023-04-13 14:12:57,060 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.497
2023-04-13 14:12:57,158 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.526
2023-04-13 14:12:57,239 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.539
2023-04-13 14:12:57,316 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.541
2023-04-13 14:12:57,392 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.543
2023-04-13 14:12:57,469 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.582
2023-04-13 14:12:57,545 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.621
2023-04-13 14:12:57,627 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.649
2023-04-13 14:12:57,705 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.651
2023-04-13 14:12:57,775 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.678
2023-04-13 14:12:57,852 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.689
2023-04-13 14:12:57,933 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.683
2023-04-13 14:12:58,017 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.688
2023-04-13 14:12:58,095 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.679
2023-04-13 14:12:58,171 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.675
2023-04-13 14:12:58,245 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.678
2023-04-13 14:12:58,318 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.687
2023-04-13 14:12:58,387 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.695
2023-04-13 14:12:58,458 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.695
2023-04-13 14:12:58,530 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.647
2023-04-13 14:12:58,604 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.646
2023-04-13 14:12:58,680 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.655
2023-04-13 14:12:58,754 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.668
2023-04-13 14:12:58,829 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-13 14:12:58,908 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.658
2023-04-13 14:12:58,988 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.656
2023-04-13 14:12:59,060 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-13 14:12:59,132 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 14:12:59,204 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-13 14:12:59,276 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 14:12:59,349 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 14:12:59,422 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 14:12:59,496 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 14:12:59,572 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 14:12:59,649 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.669
2023-04-13 14:12:59,730 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.669
2023-04-13 14:12:59,805 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-13 14:12:59,878 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-13 14:12:59,951 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.664
2023-04-13 14:13:00,023 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-13 14:13:00,096 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-13 14:13:00,168 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.666
2023-04-13 14:13:00,247 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-13 14:13:00,322 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.665
2023-04-13 14:13:00,397 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.666
2023-04-13 14:13:00,481 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.665
2023-04-13 14:13:00,561 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.669
2023-04-13 14:13:00,635 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.672
2023-04-13 14:13:00,713 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.671
2023-04-13 14:13:00,792 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.676
2023-04-13 14:13:00,866 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-13 14:13:00,942 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-13 14:13:01,020 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 14:13:01,098 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 14:13:01,174 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 14:13:01,251 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:13:01,324 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-13 14:13:01,398 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-13 14:13:01,479 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-13 14:13:01,561 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-13 14:13:01,639 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 14:13:01,709 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 14:13:01,785 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-13 14:13:01,859 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-13 14:13:01,932 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 14:13:02,005 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 14:13:02,079 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 14:13:02,153 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 14:13:02,232 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 14:13:02,307 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 14:13:02,387 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 14:13:02,472 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 14:13:02,545 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 14:13:02,621 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 14:13:02,693 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 14:13:02,762 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 14:13:02,841 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 14:13:02,919 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 14:13:02,996 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:13:03,074 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:13:03,150 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:13:03,228 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 14:13:03,298 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 14:13:03,370 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 14:13:03,442 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 14:13:03,516 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 14:13:03,591 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 14:13:03,671 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 14:13:03,755 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 14:13:03,833 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 14:13:03,909 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 14:13:03,985 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-13 14:13:04,061 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.669
2023-04-13 14:13:04,138 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.670
2023-04-13 14:13:04,214 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.670
2023-04-13 14:13:04,288 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.670
2023-04-13 14:13:04,364 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 14:13:04,442 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-13 14:13:04,523 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.667
2023-04-13 14:13:04,594 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 14:13:04,666 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 14:13:04,741 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 14:13:04,817 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.665
2023-04-13 14:13:04,894 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 14:13:04,975 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 14:13:05,054 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 14:13:05,131 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-13 14:13:05,206 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 14:13:05,280 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 14:13:05,351 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-13 14:13:05,427 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-13 14:13:05,500 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-13 14:13:05,578 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-13 14:13:05,655 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-13 14:13:05,732 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 14:13:05,806 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 14:13:05,880 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 14:13:05,951 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 14:13:06,021 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 14:13:06,094 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 14:13:06,165 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 14:13:06,240 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 14:13:06,314 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 14:13:06,394 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 14:13:06,473 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 14:13:06,552 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 14:13:06,627 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 14:13:06,702 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 14:13:06,775 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 14:13:06,845 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 14:13:06,918 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:13:06,990 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:13:07,061 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 14:13:07,138 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 14:13:07,222 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 14:13:07,301 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 14:13:07,379 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 14:13:07,455 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 14:13:07,529 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:13:07,600 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:13:07,672 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 14:13:07,741 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 14:13:07,819 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 14:13:07,901 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:13:07,975 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:13:08,056 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:13:08,131 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 14:13:08,208 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 14:13:08,284 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 14:13:08,361 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 14:13:08,433 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 14:13:08,504 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 14:13:08,582 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-13 14:13:08,668 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 14:13:08,746 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 14:13:08,825 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 14:13:08,897 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 14:13:08,972 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 14:13:09,049 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.937, mIoU: 0.678
2023-04-13 14:13:09,127 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 14:13:09,201 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 14:13:09,277 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 14:13:09,349 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 14:13:09,421 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-13 14:13:09,497 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-13 14:13:09,573 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-13 14:13:09,646 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 14:13:09,724 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 14:13:09,800 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 14:13:09,881 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 14:13:09,966 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 14:13:10,038 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 14:13:10,112 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 14:13:10,186 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:13:10,256 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:13:10,324 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:13:10,400 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:13:10,470 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:13:10,543 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:13:10,622 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:13:10,703 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:13:10,785 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:13:10,868 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 14:13:10,949 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-13 14:13:11,024 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-13 14:13:11,100 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-13 14:13:11,175 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 14:13:11,253 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 14:13:11,337 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 14:13:11,417 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 14:13:11,494 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:13:11,565 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:13:11,640 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:13:11,715 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:13:11,791 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:13:11,864 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:13:11,940 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:13:12,013 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:13:12,093 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-13 14:13:12,171 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:13:12,246 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:13:12,324 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:12,398 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:12,475 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.940, mIoU: 0.677
2023-04-13 14:13:12,554 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.940, mIoU: 0.677
2023-04-13 14:13:12,630 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:12,709 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:12,783 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:12,862 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:12,936 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:13,011 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:13,089 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:13,169 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:13,251 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:13:13,326 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:13:13,400 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:13:13,472 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:13:13,540 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:13:13,607 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.941, mIoU: 0.671
2023-04-13 14:13:13,674 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-13 14:13:13,745 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-13 14:13:13,811 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-13 14:13:13,877 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-13 14:13:13,945 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-13 14:13:14,012 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-13 14:13:14,080 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-13 14:13:14,151 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:13:14,220 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:13:14,289 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 14:13:14,354 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 14:13:14,420 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 14:13:14,486 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 14:13:14,551 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 14:13:14,616 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:13:14,680 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:13:14,745 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:13:14,810 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 14:13:14,874 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 14:13:14,938 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:13:15,002 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:13:15,063 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:13:15,131 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:13:15,207 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:13:15,281 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:13:15,354 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:13:15,423 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:13:15,495 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:13:15,566 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:13:16,063 semantic_segmentation INFO: Overall validation pixAcc: 94.711, mIoU: 68.068
2023-04-13 14:13:25,040 semantic_segmentation INFO: Iters: 18810/40000 || Lr: 0.011334 || Task Loss: 0.3774 || KD Loss: 0.3601|| Cost Time: 4:59:10 || Estimated Time: 5:37:01
2023-04-13 14:13:33,878 semantic_segmentation INFO: Iters: 18820/40000 || Lr: 0.011329 || Task Loss: 0.2827 || KD Loss: 0.3154|| Cost Time: 4:59:19 || Estimated Time: 5:36:51
2023-04-13 14:13:42,758 semantic_segmentation INFO: Iters: 18830/40000 || Lr: 0.011324 || Task Loss: 0.2308 || KD Loss: 0.3850|| Cost Time: 4:59:28 || Estimated Time: 5:36:40
2023-04-13 14:13:51,288 semantic_segmentation INFO: Iters: 18840/40000 || Lr: 0.011320 || Task Loss: 0.4575 || KD Loss: 0.4375|| Cost Time: 4:59:36 || Estimated Time: 5:36:30
2023-04-13 14:14:00,386 semantic_segmentation INFO: Iters: 18850/40000 || Lr: 0.011315 || Task Loss: 0.3220 || KD Loss: 0.3665|| Cost Time: 4:59:45 || Estimated Time: 5:36:20
2023-04-13 14:14:09,308 semantic_segmentation INFO: Iters: 18860/40000 || Lr: 0.011310 || Task Loss: 0.2335 || KD Loss: 0.2827|| Cost Time: 4:59:54 || Estimated Time: 5:36:09
2023-04-13 14:14:18,308 semantic_segmentation INFO: Iters: 18870/40000 || Lr: 0.011305 || Task Loss: 0.3241 || KD Loss: 0.3200|| Cost Time: 5:00:03 || Estimated Time: 5:35:59
2023-04-13 14:14:27,257 semantic_segmentation INFO: Iters: 18880/40000 || Lr: 0.011301 || Task Loss: 0.2240 || KD Loss: 0.2681|| Cost Time: 5:00:12 || Estimated Time: 5:35:49
2023-04-13 14:14:36,216 semantic_segmentation INFO: Iters: 18890/40000 || Lr: 0.011296 || Task Loss: 0.3312 || KD Loss: 0.3167|| Cost Time: 5:00:21 || Estimated Time: 5:35:39
2023-04-13 14:14:45,119 semantic_segmentation INFO: Iters: 18900/40000 || Lr: 0.011291 || Task Loss: 0.2587 || KD Loss: 0.3557|| Cost Time: 5:00:30 || Estimated Time: 5:35:29
2023-04-13 14:14:54,071 semantic_segmentation INFO: Iters: 18910/40000 || Lr: 0.011286 || Task Loss: 0.2400 || KD Loss: 0.3392|| Cost Time: 5:00:39 || Estimated Time: 5:35:18
2023-04-13 14:15:02,981 semantic_segmentation INFO: Iters: 18920/40000 || Lr: 0.011282 || Task Loss: 0.1678 || KD Loss: 0.3067|| Cost Time: 5:00:48 || Estimated Time: 5:35:08
2023-04-13 14:15:11,794 semantic_segmentation INFO: Iters: 18930/40000 || Lr: 0.011277 || Task Loss: 0.3593 || KD Loss: 0.3352|| Cost Time: 5:00:57 || Estimated Time: 5:34:58
2023-04-13 14:15:20,768 semantic_segmentation INFO: Iters: 18940/40000 || Lr: 0.011272 || Task Loss: 0.3792 || KD Loss: 0.3479|| Cost Time: 5:01:06 || Estimated Time: 5:34:48
2023-04-13 14:15:29,568 semantic_segmentation INFO: Iters: 18950/40000 || Lr: 0.011267 || Task Loss: 0.2473 || KD Loss: 0.3092|| Cost Time: 5:01:15 || Estimated Time: 5:34:37
2023-04-13 14:15:38,586 semantic_segmentation INFO: Iters: 18960/40000 || Lr: 0.011262 || Task Loss: 0.2074 || KD Loss: 0.2210|| Cost Time: 5:01:24 || Estimated Time: 5:34:27
2023-04-13 14:15:47,412 semantic_segmentation INFO: Iters: 18970/40000 || Lr: 0.011258 || Task Loss: 0.3440 || KD Loss: 0.3063|| Cost Time: 5:01:32 || Estimated Time: 5:34:17
2023-04-13 14:15:56,409 semantic_segmentation INFO: Iters: 18980/40000 || Lr: 0.011253 || Task Loss: 0.2541 || KD Loss: 0.3916|| Cost Time: 5:01:41 || Estimated Time: 5:34:07
2023-04-13 14:16:05,494 semantic_segmentation INFO: Iters: 18990/40000 || Lr: 0.011248 || Task Loss: 0.1840 || KD Loss: 0.3023|| Cost Time: 5:01:51 || Estimated Time: 5:33:57
2023-04-13 14:16:14,352 semantic_segmentation INFO: Iters: 19000/40000 || Lr: 0.011243 || Task Loss: 0.2746 || KD Loss: 0.2958|| Cost Time: 5:01:59 || Estimated Time: 5:33:46
2023-04-13 14:16:23,433 semantic_segmentation INFO: Iters: 19010/40000 || Lr: 0.011239 || Task Loss: 0.2408 || KD Loss: 0.3900|| Cost Time: 5:02:08 || Estimated Time: 5:33:36
2023-04-13 14:16:32,423 semantic_segmentation INFO: Iters: 19020/40000 || Lr: 0.011234 || Task Loss: 0.3641 || KD Loss: 0.3775|| Cost Time: 5:02:17 || Estimated Time: 5:33:26
2023-04-13 14:16:41,364 semantic_segmentation INFO: Iters: 19030/40000 || Lr: 0.011229 || Task Loss: 0.2354 || KD Loss: 0.3110|| Cost Time: 5:02:26 || Estimated Time: 5:33:16
2023-04-13 14:16:50,370 semantic_segmentation INFO: Iters: 19040/40000 || Lr: 0.011224 || Task Loss: 0.3031 || KD Loss: 0.3194|| Cost Time: 5:02:35 || Estimated Time: 5:33:06
2023-04-13 14:16:59,386 semantic_segmentation INFO: Iters: 19050/40000 || Lr: 0.011219 || Task Loss: 0.2601 || KD Loss: 0.3614|| Cost Time: 5:02:44 || Estimated Time: 5:32:56
2023-04-13 14:17:08,306 semantic_segmentation INFO: Iters: 19060/40000 || Lr: 0.011215 || Task Loss: 0.4412 || KD Loss: 0.3796|| Cost Time: 5:02:53 || Estimated Time: 5:32:46
2023-04-13 14:17:17,178 semantic_segmentation INFO: Iters: 19070/40000 || Lr: 0.011210 || Task Loss: 0.3401 || KD Loss: 0.3387|| Cost Time: 5:03:02 || Estimated Time: 5:32:35
2023-04-13 14:17:26,184 semantic_segmentation INFO: Iters: 19080/40000 || Lr: 0.011205 || Task Loss: 0.1906 || KD Loss: 0.2322|| Cost Time: 5:03:11 || Estimated Time: 5:32:25
2023-04-13 14:17:35,084 semantic_segmentation INFO: Iters: 19090/40000 || Lr: 0.011200 || Task Loss: 0.2068 || KD Loss: 0.3316|| Cost Time: 5:03:20 || Estimated Time: 5:32:15
2023-04-13 14:17:44,107 semantic_segmentation INFO: Iters: 19100/40000 || Lr: 0.011196 || Task Loss: 0.2199 || KD Loss: 0.2735|| Cost Time: 5:03:29 || Estimated Time: 5:32:05
2023-04-13 14:17:53,024 semantic_segmentation INFO: Iters: 19110/40000 || Lr: 0.011191 || Task Loss: 0.2644 || KD Loss: 0.2960|| Cost Time: 5:03:38 || Estimated Time: 5:31:55
2023-04-13 14:18:01,968 semantic_segmentation INFO: Iters: 19120/40000 || Lr: 0.011186 || Task Loss: 0.3070 || KD Loss: 0.3802|| Cost Time: 5:03:47 || Estimated Time: 5:31:45
2023-04-13 14:18:10,959 semantic_segmentation INFO: Iters: 19130/40000 || Lr: 0.011181 || Task Loss: 0.2361 || KD Loss: 0.2934|| Cost Time: 5:03:56 || Estimated Time: 5:31:34
2023-04-13 14:18:19,956 semantic_segmentation INFO: Iters: 19140/40000 || Lr: 0.011176 || Task Loss: 0.2176 || KD Loss: 0.3413|| Cost Time: 5:04:05 || Estimated Time: 5:31:24
2023-04-13 14:18:28,883 semantic_segmentation INFO: Iters: 19150/40000 || Lr: 0.011172 || Task Loss: 0.3633 || KD Loss: 0.3538|| Cost Time: 5:04:14 || Estimated Time: 5:31:14
2023-04-13 14:18:37,886 semantic_segmentation INFO: Iters: 19160/40000 || Lr: 0.011167 || Task Loss: 0.1648 || KD Loss: 0.2277|| Cost Time: 5:04:23 || Estimated Time: 5:31:04
2023-04-13 14:18:46,884 semantic_segmentation INFO: Iters: 19170/40000 || Lr: 0.011162 || Task Loss: 0.2456 || KD Loss: 0.2599|| Cost Time: 5:04:32 || Estimated Time: 5:30:54
2023-04-13 14:18:55,901 semantic_segmentation INFO: Iters: 19180/40000 || Lr: 0.011157 || Task Loss: 0.1587 || KD Loss: 0.2683|| Cost Time: 5:04:41 || Estimated Time: 5:30:44
2023-04-13 14:19:04,824 semantic_segmentation INFO: Iters: 19190/40000 || Lr: 0.011153 || Task Loss: 0.2855 || KD Loss: 0.2814|| Cost Time: 5:04:50 || Estimated Time: 5:30:34
2023-04-13 14:19:13,855 semantic_segmentation INFO: Iters: 19200/40000 || Lr: 0.011148 || Task Loss: 0.2754 || KD Loss: 0.3520|| Cost Time: 5:04:59 || Estimated Time: 5:30:24
2023-04-13 14:19:14,183 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:19:16,343 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.922, mIoU: 0.373
2023-04-13 14:19:16,840 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.938, mIoU: 0.459
2023-04-13 14:19:17,051 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.934, mIoU: 0.462
2023-04-13 14:19:17,130 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.924, mIoU: 0.475
2023-04-13 14:19:17,210 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.932, mIoU: 0.473
2023-04-13 14:19:17,287 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.934, mIoU: 0.477
2023-04-13 14:19:17,361 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.933, mIoU: 0.475
2023-04-13 14:19:17,447 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.927, mIoU: 0.521
2023-04-13 14:19:17,524 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.924, mIoU: 0.572
2023-04-13 14:19:17,600 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-13 14:19:17,671 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.921, mIoU: 0.630
2023-04-13 14:19:17,740 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.917, mIoU: 0.624
2023-04-13 14:19:17,816 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.918, mIoU: 0.626
2023-04-13 14:19:17,896 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.917, mIoU: 0.613
2023-04-13 14:19:17,974 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.912, mIoU: 0.585
2023-04-13 14:19:18,051 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.911, mIoU: 0.576
2023-04-13 14:19:18,143 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.910, mIoU: 0.579
2023-04-13 14:19:18,218 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.909, mIoU: 0.576
2023-04-13 14:19:18,291 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.910, mIoU: 0.587
2023-04-13 14:19:18,365 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.911, mIoU: 0.594
2023-04-13 14:19:18,436 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.911, mIoU: 0.597
2023-04-13 14:19:18,513 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.907, mIoU: 0.605
2023-04-13 14:19:18,589 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.906, mIoU: 0.603
2023-04-13 14:19:18,665 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.906, mIoU: 0.611
2023-04-13 14:19:18,741 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.903, mIoU: 0.623
2023-04-13 14:19:18,811 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.904, mIoU: 0.624
2023-04-13 14:19:18,883 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.903, mIoU: 0.618
2023-04-13 14:19:18,953 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.901, mIoU: 0.615
2023-04-13 14:19:19,024 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.901, mIoU: 0.617
2023-04-13 14:19:19,101 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.899, mIoU: 0.605
2023-04-13 14:19:19,172 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.898, mIoU: 0.603
2023-04-13 14:19:19,244 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.898, mIoU: 0.603
2023-04-13 14:19:19,319 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.900, mIoU: 0.606
2023-04-13 14:19:19,399 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.900, mIoU: 0.605
2023-04-13 14:19:19,475 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.901, mIoU: 0.609
2023-04-13 14:19:19,553 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.901, mIoU: 0.609
2023-04-13 14:19:19,632 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.901, mIoU: 0.605
2023-04-13 14:19:19,710 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.900, mIoU: 0.604
2023-04-13 14:19:19,783 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.900, mIoU: 0.598
2023-04-13 14:19:19,857 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.900, mIoU: 0.599
2023-04-13 14:19:19,930 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.899, mIoU: 0.603
2023-04-13 14:19:20,000 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.900, mIoU: 0.603
2023-04-13 14:19:20,072 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.900, mIoU: 0.604
2023-04-13 14:19:20,150 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.902, mIoU: 0.606
2023-04-13 14:19:20,232 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.902, mIoU: 0.602
2023-04-13 14:19:20,308 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.902, mIoU: 0.600
2023-04-13 14:19:20,381 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.903, mIoU: 0.599
2023-04-13 14:19:20,458 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.903, mIoU: 0.597
2023-04-13 14:19:20,530 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.904, mIoU: 0.600
2023-04-13 14:19:20,603 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.904, mIoU: 0.602
2023-04-13 14:19:20,677 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.903, mIoU: 0.602
2023-04-13 14:19:20,748 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.902, mIoU: 0.598
2023-04-13 14:19:20,818 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.901, mIoU: 0.599
2023-04-13 14:19:20,892 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.901, mIoU: 0.598
2023-04-13 14:19:20,973 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.899, mIoU: 0.595
2023-04-13 14:19:21,051 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.899, mIoU: 0.590
2023-04-13 14:19:21,125 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.900, mIoU: 0.591
2023-04-13 14:19:21,203 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.900, mIoU: 0.595
2023-04-13 14:19:21,276 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.900, mIoU: 0.600
2023-04-13 14:19:21,348 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.901, mIoU: 0.599
2023-04-13 14:19:21,421 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.900, mIoU: 0.600
2023-04-13 14:19:21,494 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.901, mIoU: 0.603
2023-04-13 14:19:21,565 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.901, mIoU: 0.602
2023-04-13 14:19:21,634 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.901, mIoU: 0.605
2023-04-13 14:19:21,708 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.899, mIoU: 0.603
2023-04-13 14:19:21,791 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.899, mIoU: 0.604
2023-04-13 14:19:21,865 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.897, mIoU: 0.602
2023-04-13 14:19:21,943 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.896, mIoU: 0.601
2023-04-13 14:19:22,018 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.896, mIoU: 0.600
2023-04-13 14:19:22,094 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.897, mIoU: 0.600
2023-04-13 14:19:22,167 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.897, mIoU: 0.601
2023-04-13 14:19:22,242 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.897, mIoU: 0.600
2023-04-13 14:19:22,319 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.898, mIoU: 0.599
2023-04-13 14:19:22,390 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.899, mIoU: 0.599
2023-04-13 14:19:22,458 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.898, mIoU: 0.600
2023-04-13 14:19:22,533 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.898, mIoU: 0.601
2023-04-13 14:19:22,613 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.899, mIoU: 0.602
2023-04-13 14:19:22,693 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.899, mIoU: 0.602
2023-04-13 14:19:22,767 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.898, mIoU: 0.601
2023-04-13 14:19:22,851 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.898, mIoU: 0.602
2023-04-13 14:19:22,927 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.899, mIoU: 0.605
2023-04-13 14:19:23,010 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.899, mIoU: 0.604
2023-04-13 14:19:23,084 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.899, mIoU: 0.604
2023-04-13 14:19:23,159 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.898, mIoU: 0.603
2023-04-13 14:19:23,233 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.896, mIoU: 0.601
2023-04-13 14:19:23,310 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.895, mIoU: 0.602
2023-04-13 14:19:23,387 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.896, mIoU: 0.602
2023-04-13 14:19:23,463 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.896, mIoU: 0.602
2023-04-13 14:19:23,542 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.896, mIoU: 0.600
2023-04-13 14:19:23,613 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.895, mIoU: 0.599
2023-04-13 14:19:23,688 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.896, mIoU: 0.601
2023-04-13 14:19:23,764 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.894, mIoU: 0.595
2023-04-13 14:19:23,846 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.895, mIoU: 0.595
2023-04-13 14:19:23,926 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.895, mIoU: 0.595
2023-04-13 14:19:24,004 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.896, mIoU: 0.595
2023-04-13 14:19:24,079 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.896, mIoU: 0.595
2023-04-13 14:19:24,150 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.896, mIoU: 0.595
2023-04-13 14:19:24,223 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.896, mIoU: 0.595
2023-04-13 14:19:24,295 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.895, mIoU: 0.593
2023-04-13 14:19:24,371 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.894, mIoU: 0.592
2023-04-13 14:19:24,449 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.892, mIoU: 0.592
2023-04-13 14:19:24,527 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.892, mIoU: 0.590
2023-04-13 14:19:24,603 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.892, mIoU: 0.591
2023-04-13 14:19:24,679 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.892, mIoU: 0.591
2023-04-13 14:19:24,756 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.892, mIoU: 0.591
2023-04-13 14:19:24,832 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.892, mIoU: 0.591
2023-04-13 14:19:24,905 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.892, mIoU: 0.591
2023-04-13 14:19:24,979 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.893, mIoU: 0.592
2023-04-13 14:19:25,052 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.893, mIoU: 0.592
2023-04-13 14:19:25,124 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.892, mIoU: 0.590
2023-04-13 14:19:25,199 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.892, mIoU: 0.591
2023-04-13 14:19:25,280 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.892, mIoU: 0.590
2023-04-13 14:19:25,362 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.892, mIoU: 0.590
2023-04-13 14:19:25,438 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.892, mIoU: 0.590
2023-04-13 14:19:25,512 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.893, mIoU: 0.590
2023-04-13 14:19:25,585 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.893, mIoU: 0.590
2023-04-13 14:19:25,659 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.892, mIoU: 0.590
2023-04-13 14:19:25,734 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.892, mIoU: 0.591
2023-04-13 14:19:25,810 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.892, mIoU: 0.594
2023-04-13 14:19:25,886 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.892, mIoU: 0.594
2023-04-13 14:19:25,967 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.892, mIoU: 0.594
2023-04-13 14:19:26,048 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.892, mIoU: 0.593
2023-04-13 14:19:26,122 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.892, mIoU: 0.593
2023-04-13 14:19:26,200 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.893, mIoU: 0.595
2023-04-13 14:19:26,271 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.892, mIoU: 0.595
2023-04-13 14:19:26,344 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.892, mIoU: 0.597
2023-04-13 14:19:26,414 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.892, mIoU: 0.598
2023-04-13 14:19:26,487 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.892, mIoU: 0.598
2023-04-13 14:19:26,557 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.892, mIoU: 0.597
2023-04-13 14:19:26,637 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.892, mIoU: 0.597
2023-04-13 14:19:26,717 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.893, mIoU: 0.597
2023-04-13 14:19:26,793 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.893, mIoU: 0.597
2023-04-13 14:19:26,868 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.893, mIoU: 0.597
2023-04-13 14:19:26,944 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.894, mIoU: 0.596
2023-04-13 14:19:27,018 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.894, mIoU: 0.596
2023-04-13 14:19:27,091 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.895, mIoU: 0.596
2023-04-13 14:19:27,164 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.895, mIoU: 0.596
2023-04-13 14:19:27,241 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.894, mIoU: 0.592
2023-04-13 14:19:27,314 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.893, mIoU: 0.591
2023-04-13 14:19:27,395 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.893, mIoU: 0.593
2023-04-13 14:19:27,470 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.893, mIoU: 0.595
2023-04-13 14:19:27,549 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.893, mIoU: 0.595
2023-04-13 14:19:27,630 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.894, mIoU: 0.594
2023-04-13 14:19:27,704 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.893, mIoU: 0.594
2023-04-13 14:19:27,777 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.893, mIoU: 0.594
2023-04-13 14:19:27,849 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.893, mIoU: 0.597
2023-04-13 14:19:27,927 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.894, mIoU: 0.597
2023-04-13 14:19:28,002 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.894, mIoU: 0.597
2023-04-13 14:19:28,077 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.894, mIoU: 0.597
2023-04-13 14:19:28,150 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.894, mIoU: 0.597
2023-04-13 14:19:28,225 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.894, mIoU: 0.598
2023-04-13 14:19:28,302 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.895, mIoU: 0.598
2023-04-13 14:19:28,378 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.894, mIoU: 0.597
2023-04-13 14:19:28,450 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.895, mIoU: 0.598
2023-04-13 14:19:28,523 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.894, mIoU: 0.598
2023-04-13 14:19:28,598 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.895, mIoU: 0.599
2023-04-13 14:19:28,674 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.895, mIoU: 0.599
2023-04-13 14:19:28,754 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.894, mIoU: 0.599
2023-04-13 14:19:28,836 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.894, mIoU: 0.598
2023-04-13 14:19:28,913 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.894, mIoU: 0.598
2023-04-13 14:19:28,991 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.894, mIoU: 0.597
2023-04-13 14:19:29,063 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.893, mIoU: 0.595
2023-04-13 14:19:29,137 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.893, mIoU: 0.593
2023-04-13 14:19:29,209 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.893, mIoU: 0.593
2023-04-13 14:19:29,280 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.893, mIoU: 0.593
2023-04-13 14:19:29,355 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.894, mIoU: 0.593
2023-04-13 14:19:29,430 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.894, mIoU: 0.594
2023-04-13 14:19:29,504 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.894, mIoU: 0.594
2023-04-13 14:19:29,582 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.894, mIoU: 0.595
2023-04-13 14:19:29,663 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.895, mIoU: 0.595
2023-04-13 14:19:29,740 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.895, mIoU: 0.595
2023-04-13 14:19:29,812 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.894, mIoU: 0.595
2023-04-13 14:19:29,889 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.895, mIoU: 0.595
2023-04-13 14:19:29,964 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.895, mIoU: 0.594
2023-04-13 14:19:30,033 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.894, mIoU: 0.593
2023-04-13 14:19:30,108 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.894, mIoU: 0.592
2023-04-13 14:19:30,184 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.893, mIoU: 0.591
2023-04-13 14:19:30,261 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.893, mIoU: 0.592
2023-04-13 14:19:30,339 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.892, mIoU: 0.591
2023-04-13 14:19:30,414 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.892, mIoU: 0.591
2023-04-13 14:19:30,488 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.893, mIoU: 0.591
2023-04-13 14:19:30,558 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.893, mIoU: 0.591
2023-04-13 14:19:30,629 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.893, mIoU: 0.591
2023-04-13 14:19:30,700 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.893, mIoU: 0.591
2023-04-13 14:19:30,775 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.893, mIoU: 0.591
2023-04-13 14:19:30,845 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.893, mIoU: 0.591
2023-04-13 14:19:30,918 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.893, mIoU: 0.591
2023-04-13 14:19:30,993 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.894, mIoU: 0.590
2023-04-13 14:19:31,068 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.894, mIoU: 0.591
2023-04-13 14:19:31,145 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.894, mIoU: 0.592
2023-04-13 14:19:31,226 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.894, mIoU: 0.592
2023-04-13 14:19:31,308 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.895, mIoU: 0.592
2023-04-13 14:19:31,383 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.894, mIoU: 0.592
2023-04-13 14:19:31,458 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.894, mIoU: 0.592
2023-04-13 14:19:31,533 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.894, mIoU: 0.592
2023-04-13 14:19:31,602 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.894, mIoU: 0.591
2023-04-13 14:19:31,671 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.894, mIoU: 0.590
2023-04-13 14:19:31,745 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.894, mIoU: 0.590
2023-04-13 14:19:31,821 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.894, mIoU: 0.590
2023-04-13 14:19:31,898 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.894, mIoU: 0.590
2023-04-13 14:19:31,974 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.894, mIoU: 0.589
2023-04-13 14:19:32,051 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.894, mIoU: 0.590
2023-04-13 14:19:32,128 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.894, mIoU: 0.590
2023-04-13 14:19:32,201 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.895, mIoU: 0.589
2023-04-13 14:19:32,275 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.895, mIoU: 0.590
2023-04-13 14:19:32,350 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.895, mIoU: 0.590
2023-04-13 14:19:32,417 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.895, mIoU: 0.589
2023-04-13 14:19:32,486 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.895, mIoU: 0.588
2023-04-13 14:19:32,559 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.895, mIoU: 0.588
2023-04-13 14:19:32,632 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.895, mIoU: 0.588
2023-04-13 14:19:32,704 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.896, mIoU: 0.588
2023-04-13 14:19:32,780 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.895, mIoU: 0.587
2023-04-13 14:19:32,858 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.895, mIoU: 0.587
2023-04-13 14:19:32,939 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.895, mIoU: 0.586
2023-04-13 14:19:33,015 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.895, mIoU: 0.586
2023-04-13 14:19:33,087 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.895, mIoU: 0.586
2023-04-13 14:19:33,164 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.895, mIoU: 0.586
2023-04-13 14:19:33,242 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.895, mIoU: 0.587
2023-04-13 14:19:33,313 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.895, mIoU: 0.586
2023-04-13 14:19:33,382 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.895, mIoU: 0.586
2023-04-13 14:19:33,455 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.895, mIoU: 0.583
2023-04-13 14:19:33,528 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.895, mIoU: 0.585
2023-04-13 14:19:33,600 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.895, mIoU: 0.585
2023-04-13 14:19:33,672 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.895, mIoU: 0.585
2023-04-13 14:19:33,743 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.895, mIoU: 0.585
2023-04-13 14:19:33,816 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.895, mIoU: 0.585
2023-04-13 14:19:33,885 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.895, mIoU: 0.586
2023-04-13 14:19:33,954 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.895, mIoU: 0.586
2023-04-13 14:19:34,023 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.894, mIoU: 0.587
2023-04-13 14:19:34,092 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.894, mIoU: 0.587
2023-04-13 14:19:34,160 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.894, mIoU: 0.586
2023-04-13 14:19:34,227 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.894, mIoU: 0.585
2023-04-13 14:19:34,294 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.894, mIoU: 0.586
2023-04-13 14:19:34,361 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.894, mIoU: 0.586
2023-04-13 14:19:34,429 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.894, mIoU: 0.586
2023-04-13 14:19:34,495 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.894, mIoU: 0.587
2023-04-13 14:19:34,561 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.895, mIoU: 0.587
2023-04-13 14:19:34,627 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.895, mIoU: 0.587
2023-04-13 14:19:34,692 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.895, mIoU: 0.587
2023-04-13 14:19:34,758 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.895, mIoU: 0.587
2023-04-13 14:19:34,827 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.895, mIoU: 0.588
2023-04-13 14:19:34,902 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.895, mIoU: 0.587
2023-04-13 14:19:34,974 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.895, mIoU: 0.587
2023-04-13 14:19:35,046 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.895, mIoU: 0.588
2023-04-13 14:19:35,118 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.895, mIoU: 0.588
2023-04-13 14:19:35,189 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.895, mIoU: 0.589
2023-04-13 14:19:35,258 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.895, mIoU: 0.589
2023-04-13 14:19:35,323 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.895, mIoU: 0.589
2023-04-13 14:19:35,392 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.895, mIoU: 0.589
2023-04-13 14:19:35,459 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.896, mIoU: 0.589
2023-04-13 14:19:35,897 semantic_segmentation INFO: Overall validation pixAcc: 90.283, mIoU: 59.704
2023-04-13 14:19:44,980 semantic_segmentation INFO: Iters: 19210/40000 || Lr: 0.011143 || Task Loss: 0.2833 || KD Loss: 0.3055|| Cost Time: 5:05:30 || Estimated Time: 5:30:37
2023-04-13 14:19:53,739 semantic_segmentation INFO: Iters: 19220/40000 || Lr: 0.011138 || Task Loss: 0.2545 || KD Loss: 0.3344|| Cost Time: 5:05:39 || Estimated Time: 5:30:27
2023-04-13 14:20:02,623 semantic_segmentation INFO: Iters: 19230/40000 || Lr: 0.011133 || Task Loss: 0.2408 || KD Loss: 0.3302|| Cost Time: 5:05:48 || Estimated Time: 5:30:17
2023-04-13 14:20:11,548 semantic_segmentation INFO: Iters: 19240/40000 || Lr: 0.011129 || Task Loss: 0.3709 || KD Loss: 0.3284|| Cost Time: 5:05:57 || Estimated Time: 5:30:07
2023-04-13 14:20:20,435 semantic_segmentation INFO: Iters: 19250/40000 || Lr: 0.011124 || Task Loss: 0.2146 || KD Loss: 0.3570|| Cost Time: 5:06:05 || Estimated Time: 5:29:56
2023-04-13 14:20:29,288 semantic_segmentation INFO: Iters: 19260/40000 || Lr: 0.011119 || Task Loss: 0.2140 || KD Loss: 0.3095|| Cost Time: 5:06:14 || Estimated Time: 5:29:46
2023-04-13 14:20:38,247 semantic_segmentation INFO: Iters: 19270/40000 || Lr: 0.011114 || Task Loss: 0.2130 || KD Loss: 0.2322|| Cost Time: 5:06:23 || Estimated Time: 5:29:36
2023-04-13 14:20:47,209 semantic_segmentation INFO: Iters: 19280/40000 || Lr: 0.011110 || Task Loss: 0.3076 || KD Loss: 0.3775|| Cost Time: 5:06:32 || Estimated Time: 5:29:26
2023-04-13 14:20:55,831 semantic_segmentation INFO: Iters: 19290/40000 || Lr: 0.011105 || Task Loss: 0.2783 || KD Loss: 0.3318|| Cost Time: 5:06:41 || Estimated Time: 5:29:15
2023-04-13 14:21:04,889 semantic_segmentation INFO: Iters: 19300/40000 || Lr: 0.011100 || Task Loss: 0.1852 || KD Loss: 0.2352|| Cost Time: 5:06:50 || Estimated Time: 5:29:05
2023-04-13 14:21:13,865 semantic_segmentation INFO: Iters: 19310/40000 || Lr: 0.011095 || Task Loss: 0.2380 || KD Loss: 0.3307|| Cost Time: 5:06:59 || Estimated Time: 5:28:55
2023-04-13 14:21:22,818 semantic_segmentation INFO: Iters: 19320/40000 || Lr: 0.011090 || Task Loss: 0.2106 || KD Loss: 0.3481|| Cost Time: 5:07:08 || Estimated Time: 5:28:45
2023-04-13 14:21:31,671 semantic_segmentation INFO: Iters: 19330/40000 || Lr: 0.011086 || Task Loss: 0.3678 || KD Loss: 0.4358|| Cost Time: 5:07:17 || Estimated Time: 5:28:35
2023-04-13 14:21:40,690 semantic_segmentation INFO: Iters: 19340/40000 || Lr: 0.011081 || Task Loss: 0.1980 || KD Loss: 0.3549|| Cost Time: 5:07:26 || Estimated Time: 5:28:24
2023-04-13 14:21:49,693 semantic_segmentation INFO: Iters: 19350/40000 || Lr: 0.011076 || Task Loss: 0.2231 || KD Loss: 0.2275|| Cost Time: 5:07:35 || Estimated Time: 5:28:14
2023-04-13 14:21:58,709 semantic_segmentation INFO: Iters: 19360/40000 || Lr: 0.011071 || Task Loss: 0.2831 || KD Loss: 0.3181|| Cost Time: 5:07:44 || Estimated Time: 5:28:04
2023-04-13 14:22:07,719 semantic_segmentation INFO: Iters: 19370/40000 || Lr: 0.011066 || Task Loss: 0.2829 || KD Loss: 0.2879|| Cost Time: 5:07:53 || Estimated Time: 5:27:54
2023-04-13 14:22:16,703 semantic_segmentation INFO: Iters: 19380/40000 || Lr: 0.011062 || Task Loss: 0.3717 || KD Loss: 0.3733|| Cost Time: 5:08:02 || Estimated Time: 5:27:44
2023-04-13 14:22:25,701 semantic_segmentation INFO: Iters: 19390/40000 || Lr: 0.011057 || Task Loss: 0.3513 || KD Loss: 0.3648|| Cost Time: 5:08:11 || Estimated Time: 5:27:34
2023-04-13 14:22:34,622 semantic_segmentation INFO: Iters: 19400/40000 || Lr: 0.011052 || Task Loss: 0.3500 || KD Loss: 0.3405|| Cost Time: 5:08:20 || Estimated Time: 5:27:24
2023-04-13 14:22:43,628 semantic_segmentation INFO: Iters: 19410/40000 || Lr: 0.011047 || Task Loss: 0.2966 || KD Loss: 0.3417|| Cost Time: 5:08:29 || Estimated Time: 5:27:14
2023-04-13 14:22:52,549 semantic_segmentation INFO: Iters: 19420/40000 || Lr: 0.011043 || Task Loss: 0.2805 || KD Loss: 0.3470|| Cost Time: 5:08:38 || Estimated Time: 5:27:03
2023-04-13 14:23:01,464 semantic_segmentation INFO: Iters: 19430/40000 || Lr: 0.011038 || Task Loss: 0.2640 || KD Loss: 0.2640|| Cost Time: 5:08:47 || Estimated Time: 5:26:53
2023-04-13 14:23:10,473 semantic_segmentation INFO: Iters: 19440/40000 || Lr: 0.011033 || Task Loss: 0.1892 || KD Loss: 0.3106|| Cost Time: 5:08:56 || Estimated Time: 5:26:43
2023-04-13 14:23:19,366 semantic_segmentation INFO: Iters: 19450/40000 || Lr: 0.011028 || Task Loss: 0.2127 || KD Loss: 0.2759|| Cost Time: 5:09:04 || Estimated Time: 5:26:33
2023-04-13 14:23:28,294 semantic_segmentation INFO: Iters: 19460/40000 || Lr: 0.011023 || Task Loss: 0.2606 || KD Loss: 0.2446|| Cost Time: 5:09:13 || Estimated Time: 5:26:23
2023-04-13 14:23:37,356 semantic_segmentation INFO: Iters: 19470/40000 || Lr: 0.011019 || Task Loss: 0.2833 || KD Loss: 0.2883|| Cost Time: 5:09:22 || Estimated Time: 5:26:13
2023-04-13 14:23:46,348 semantic_segmentation INFO: Iters: 19480/40000 || Lr: 0.011014 || Task Loss: 0.2207 || KD Loss: 0.2898|| Cost Time: 5:09:31 || Estimated Time: 5:26:03
2023-04-13 14:23:55,322 semantic_segmentation INFO: Iters: 19490/40000 || Lr: 0.011009 || Task Loss: 0.3193 || KD Loss: 0.3048|| Cost Time: 5:09:40 || Estimated Time: 5:25:52
2023-04-13 14:24:04,346 semantic_segmentation INFO: Iters: 19500/40000 || Lr: 0.011004 || Task Loss: 0.2704 || KD Loss: 0.3093|| Cost Time: 5:09:49 || Estimated Time: 5:25:42
2023-04-13 14:24:13,336 semantic_segmentation INFO: Iters: 19510/40000 || Lr: 0.010999 || Task Loss: 0.2782 || KD Loss: 0.2605|| Cost Time: 5:09:58 || Estimated Time: 5:25:32
2023-04-13 14:24:22,319 semantic_segmentation INFO: Iters: 19520/40000 || Lr: 0.010995 || Task Loss: 0.3056 || KD Loss: 0.2755|| Cost Time: 5:10:07 || Estimated Time: 5:25:22
2023-04-13 14:24:31,231 semantic_segmentation INFO: Iters: 19530/40000 || Lr: 0.010990 || Task Loss: 0.2443 || KD Loss: 0.3311|| Cost Time: 5:10:16 || Estimated Time: 5:25:12
2023-04-13 14:24:40,236 semantic_segmentation INFO: Iters: 19540/40000 || Lr: 0.010985 || Task Loss: 0.2313 || KD Loss: 0.2401|| Cost Time: 5:10:25 || Estimated Time: 5:25:02
2023-04-13 14:24:49,191 semantic_segmentation INFO: Iters: 19550/40000 || Lr: 0.010980 || Task Loss: 0.2856 || KD Loss: 0.3670|| Cost Time: 5:10:34 || Estimated Time: 5:24:52
2023-04-13 14:24:58,220 semantic_segmentation INFO: Iters: 19560/40000 || Lr: 0.010976 || Task Loss: 0.2213 || KD Loss: 0.3557|| Cost Time: 5:10:43 || Estimated Time: 5:24:42
2023-04-13 14:25:07,165 semantic_segmentation INFO: Iters: 19570/40000 || Lr: 0.010971 || Task Loss: 0.2556 || KD Loss: 0.3484|| Cost Time: 5:10:52 || Estimated Time: 5:24:32
2023-04-13 14:25:16,078 semantic_segmentation INFO: Iters: 19580/40000 || Lr: 0.010966 || Task Loss: 0.2689 || KD Loss: 0.3309|| Cost Time: 5:11:01 || Estimated Time: 5:24:21
2023-04-13 14:25:25,112 semantic_segmentation INFO: Iters: 19590/40000 || Lr: 0.010961 || Task Loss: 0.3390 || KD Loss: 0.3137|| Cost Time: 5:11:10 || Estimated Time: 5:24:11
2023-04-13 14:25:34,029 semantic_segmentation INFO: Iters: 19600/40000 || Lr: 0.010956 || Task Loss: 0.3210 || KD Loss: 0.3252|| Cost Time: 5:11:19 || Estimated Time: 5:24:01
2023-04-13 14:25:34,310 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:25:36,707 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.401
2023-04-13 14:25:37,060 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.489
2023-04-13 14:25:37,242 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.488
2023-04-13 14:25:37,330 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.519
2023-04-13 14:25:37,409 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.512
2023-04-13 14:25:37,488 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.515
2023-04-13 14:25:37,565 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.560
2023-04-13 14:25:37,641 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.599
2023-04-13 14:25:37,719 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.642
2023-04-13 14:25:37,795 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.662
2023-04-13 14:25:37,867 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.663
2023-04-13 14:25:37,940 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.699
2023-04-13 14:25:38,019 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.706
2023-04-13 14:25:38,112 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.701
2023-04-13 14:25:38,190 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.678
2023-04-13 14:25:38,263 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.669
2023-04-13 14:25:38,336 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.672
2023-04-13 14:25:38,416 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.678
2023-04-13 14:25:38,491 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.683
2023-04-13 14:25:38,566 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.690
2023-04-13 14:25:38,642 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.692
2023-04-13 14:25:38,719 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.673
2023-04-13 14:25:38,791 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.675
2023-04-13 14:25:38,866 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.681
2023-04-13 14:25:38,943 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.696
2023-04-13 14:25:39,026 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 14:25:39,102 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-13 14:25:39,176 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-13 14:25:39,248 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-13 14:25:39,319 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 14:25:39,390 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-13 14:25:39,465 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 14:25:39,536 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.680
2023-04-13 14:25:39,623 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-13 14:25:39,692 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.660
2023-04-13 14:25:39,764 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.660
2023-04-13 14:25:39,850 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.659
2023-04-13 14:25:39,940 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.659
2023-04-13 14:25:40,011 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-13 14:25:40,086 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.665
2023-04-13 14:25:40,160 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.664
2023-04-13 14:25:40,235 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.663
2023-04-13 14:25:40,309 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.665
2023-04-13 14:25:40,385 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.666
2023-04-13 14:25:40,465 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.665
2023-04-13 14:25:40,550 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.666
2023-04-13 14:25:40,628 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.666
2023-04-13 14:25:40,702 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.665
2023-04-13 14:25:40,779 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.667
2023-04-13 14:25:40,856 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.669
2023-04-13 14:25:40,930 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.669
2023-04-13 14:25:41,005 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.679
2023-04-13 14:25:41,079 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.679
2023-04-13 14:25:41,163 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.682
2023-04-13 14:25:41,245 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.681
2023-04-13 14:25:41,324 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 14:25:41,402 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 14:25:41,475 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-13 14:25:41,549 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.695
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2023-04-13 14:25:41,698 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-13 14:25:41,782 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 14:25:41,859 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 14:25:41,934 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 14:25:42,011 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.702
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2023-04-13 14:25:42,393 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 14:25:42,470 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-13 14:25:42,545 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-13 14:25:42,622 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.689
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2023-04-13 14:25:42,764 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-13 14:25:42,836 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:25:42,906 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:25:42,976 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:25:43,052 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.689
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2023-04-13 14:25:43,523 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.684
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2023-04-13 14:25:43,910 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 14:25:43,985 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 14:25:44,055 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.698
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2023-04-13 14:25:44,205 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-13 14:25:44,279 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.699
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2023-04-13 14:25:44,746 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-13 14:25:44,818 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-13 14:25:44,891 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-13 14:25:44,970 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-13 14:25:45,048 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-13 14:25:45,121 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-13 14:25:45,193 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-13 14:25:45,267 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-13 14:25:45,343 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.700
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2023-04-13 14:25:45,949 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-13 14:25:46,023 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-13 14:25:46,098 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.705
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2023-04-13 14:25:46,780 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.708
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2023-04-13 14:25:46,933 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.708
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2023-04-13 14:25:47,162 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.708
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2023-04-13 14:25:47,619 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-13 14:25:47,695 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.709
2023-04-13 14:25:47,768 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.940, mIoU: 0.709
2023-04-13 14:25:47,844 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.709
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2023-04-13 14:25:48,069 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.707
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2023-04-13 14:25:48,283 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.707
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2023-04-13 14:25:48,431 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-13 14:25:48,505 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.941, mIoU: 0.708
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2023-04-13 14:25:52,187 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 14:25:52,260 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.943, mIoU: 0.705
2023-04-13 14:25:52,344 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-13 14:25:52,419 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-13 14:25:52,498 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-13 14:25:52,574 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-13 14:25:52,655 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-13 14:25:52,725 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-13 14:25:52,797 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 14:25:52,869 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 14:25:52,938 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 14:25:53,012 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-13 14:25:53,086 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:53,163 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:53,242 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:53,319 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:53,395 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:53,470 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:53,543 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-13 14:25:53,616 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-13 14:25:53,684 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-13 14:25:53,750 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:53,816 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:53,883 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:53,949 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:54,015 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 14:25:54,080 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 14:25:54,144 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 14:25:54,208 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 14:25:54,272 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-13 14:25:54,336 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 14:25:54,400 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 14:25:54,462 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 14:25:54,531 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:54,601 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:54,667 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:54,734 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:54,801 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:54,869 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:54,938 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:55,007 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:55,075 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:55,143 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:25:55,209 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:55,276 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:55,347 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:55,421 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 14:25:55,495 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:55,564 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:55,636 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:55,708 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:25:56,100 semantic_segmentation INFO: Overall validation pixAcc: 94.625, mIoU: 70.781
2023-04-13 14:26:05,368 semantic_segmentation INFO: Iters: 19610/40000 || Lr: 0.010952 || Task Loss: 0.2977 || KD Loss: 0.3007|| Cost Time: 5:11:50 || Estimated Time: 5:24:14
2023-04-13 14:26:14,276 semantic_segmentation INFO: Iters: 19620/40000 || Lr: 0.010947 || Task Loss: 0.4681 || KD Loss: 0.4406|| Cost Time: 5:11:59 || Estimated Time: 5:24:04
2023-04-13 14:26:23,107 semantic_segmentation INFO: Iters: 19630/40000 || Lr: 0.010942 || Task Loss: 0.2234 || KD Loss: 0.3650|| Cost Time: 5:12:08 || Estimated Time: 5:23:54
2023-04-13 14:26:32,083 semantic_segmentation INFO: Iters: 19640/40000 || Lr: 0.010937 || Task Loss: 0.3047 || KD Loss: 0.2943|| Cost Time: 5:12:17 || Estimated Time: 5:23:44
2023-04-13 14:26:40,980 semantic_segmentation INFO: Iters: 19650/40000 || Lr: 0.010932 || Task Loss: 0.2395 || KD Loss: 0.2491|| Cost Time: 5:12:26 || Estimated Time: 5:23:34
2023-04-13 14:26:49,944 semantic_segmentation INFO: Iters: 19660/40000 || Lr: 0.010928 || Task Loss: 0.1816 || KD Loss: 0.2569|| Cost Time: 5:12:35 || Estimated Time: 5:23:23
2023-04-13 14:26:58,941 semantic_segmentation INFO: Iters: 19670/40000 || Lr: 0.010923 || Task Loss: 0.3348 || KD Loss: 0.3589|| Cost Time: 5:12:44 || Estimated Time: 5:23:13
2023-04-13 14:27:07,755 semantic_segmentation INFO: Iters: 19680/40000 || Lr: 0.010918 || Task Loss: 0.3073 || KD Loss: 0.4151|| Cost Time: 5:12:53 || Estimated Time: 5:23:03
2023-04-13 14:27:16,763 semantic_segmentation INFO: Iters: 19690/40000 || Lr: 0.010913 || Task Loss: 0.2635 || KD Loss: 0.3362|| Cost Time: 5:13:02 || Estimated Time: 5:22:53
2023-04-13 14:27:25,685 semantic_segmentation INFO: Iters: 19700/40000 || Lr: 0.010908 || Task Loss: 0.1953 || KD Loss: 0.2982|| Cost Time: 5:13:11 || Estimated Time: 5:22:43
2023-04-13 14:27:34,579 semantic_segmentation INFO: Iters: 19710/40000 || Lr: 0.010904 || Task Loss: 0.3141 || KD Loss: 0.3772|| Cost Time: 5:13:20 || Estimated Time: 5:22:33
2023-04-13 14:27:43,558 semantic_segmentation INFO: Iters: 19720/40000 || Lr: 0.010899 || Task Loss: 0.3155 || KD Loss: 0.2860|| Cost Time: 5:13:29 || Estimated Time: 5:22:22
2023-04-13 14:27:52,482 semantic_segmentation INFO: Iters: 19730/40000 || Lr: 0.010894 || Task Loss: 0.4013 || KD Loss: 0.3846|| Cost Time: 5:13:38 || Estimated Time: 5:22:12
2023-04-13 14:28:01,458 semantic_segmentation INFO: Iters: 19740/40000 || Lr: 0.010889 || Task Loss: 0.2252 || KD Loss: 0.2930|| Cost Time: 5:13:47 || Estimated Time: 5:22:02
2023-04-13 14:28:10,466 semantic_segmentation INFO: Iters: 19750/40000 || Lr: 0.010885 || Task Loss: 0.2971 || KD Loss: 0.2898|| Cost Time: 5:13:56 || Estimated Time: 5:21:52
2023-04-13 14:28:19,493 semantic_segmentation INFO: Iters: 19760/40000 || Lr: 0.010880 || Task Loss: 0.2505 || KD Loss: 0.2351|| Cost Time: 5:14:05 || Estimated Time: 5:21:42
2023-04-13 14:28:28,457 semantic_segmentation INFO: Iters: 19770/40000 || Lr: 0.010875 || Task Loss: 0.3154 || KD Loss: 0.3379|| Cost Time: 5:14:14 || Estimated Time: 5:21:32
2023-04-13 14:28:37,500 semantic_segmentation INFO: Iters: 19780/40000 || Lr: 0.010870 || Task Loss: 0.2706 || KD Loss: 0.2972|| Cost Time: 5:14:23 || Estimated Time: 5:21:22
2023-04-13 14:28:46,467 semantic_segmentation INFO: Iters: 19790/40000 || Lr: 0.010865 || Task Loss: 0.2396 || KD Loss: 0.3654|| Cost Time: 5:14:32 || Estimated Time: 5:21:12
2023-04-13 14:28:55,463 semantic_segmentation INFO: Iters: 19800/40000 || Lr: 0.010861 || Task Loss: 0.2528 || KD Loss: 0.3594|| Cost Time: 5:14:41 || Estimated Time: 5:21:02
2023-04-13 14:29:04,419 semantic_segmentation INFO: Iters: 19810/40000 || Lr: 0.010856 || Task Loss: 0.2702 || KD Loss: 0.4430|| Cost Time: 5:14:49 || Estimated Time: 5:20:52
2023-04-13 14:29:13,285 semantic_segmentation INFO: Iters: 19820/40000 || Lr: 0.010851 || Task Loss: 0.2526 || KD Loss: 0.2528|| Cost Time: 5:14:58 || Estimated Time: 5:20:41
2023-04-13 14:29:22,301 semantic_segmentation INFO: Iters: 19830/40000 || Lr: 0.010846 || Task Loss: 0.1919 || KD Loss: 0.2726|| Cost Time: 5:15:07 || Estimated Time: 5:20:31
2023-04-13 14:29:31,256 semantic_segmentation INFO: Iters: 19840/40000 || Lr: 0.010841 || Task Loss: 0.2642 || KD Loss: 0.3233|| Cost Time: 5:15:16 || Estimated Time: 5:20:21
2023-04-13 14:29:40,307 semantic_segmentation INFO: Iters: 19850/40000 || Lr: 0.010837 || Task Loss: 0.3127 || KD Loss: 0.3068|| Cost Time: 5:15:25 || Estimated Time: 5:20:11
2023-04-13 14:29:49,304 semantic_segmentation INFO: Iters: 19860/40000 || Lr: 0.010832 || Task Loss: 0.2121 || KD Loss: 0.3085|| Cost Time: 5:15:34 || Estimated Time: 5:20:01
2023-04-13 14:29:58,266 semantic_segmentation INFO: Iters: 19870/40000 || Lr: 0.010827 || Task Loss: 0.2111 || KD Loss: 0.3233|| Cost Time: 5:15:43 || Estimated Time: 5:19:51
2023-04-13 14:30:07,252 semantic_segmentation INFO: Iters: 19880/40000 || Lr: 0.010822 || Task Loss: 0.5739 || KD Loss: 0.4641|| Cost Time: 5:15:52 || Estimated Time: 5:19:41
2023-04-13 14:30:16,258 semantic_segmentation INFO: Iters: 19890/40000 || Lr: 0.010817 || Task Loss: 0.3190 || KD Loss: 0.2825|| Cost Time: 5:16:01 || Estimated Time: 5:19:31
2023-04-13 14:30:25,275 semantic_segmentation INFO: Iters: 19900/40000 || Lr: 0.010813 || Task Loss: 0.2226 || KD Loss: 0.2375|| Cost Time: 5:16:10 || Estimated Time: 5:19:21
2023-04-13 14:30:34,192 semantic_segmentation INFO: Iters: 19910/40000 || Lr: 0.010808 || Task Loss: 0.2897 || KD Loss: 0.3358|| Cost Time: 5:16:19 || Estimated Time: 5:19:11
2023-04-13 14:30:43,175 semantic_segmentation INFO: Iters: 19920/40000 || Lr: 0.010803 || Task Loss: 0.2178 || KD Loss: 0.3725|| Cost Time: 5:16:28 || Estimated Time: 5:19:00
2023-04-13 14:30:52,170 semantic_segmentation INFO: Iters: 19930/40000 || Lr: 0.010798 || Task Loss: 0.2212 || KD Loss: 0.2725|| Cost Time: 5:16:37 || Estimated Time: 5:18:50
2023-04-13 14:31:01,189 semantic_segmentation INFO: Iters: 19940/40000 || Lr: 0.010793 || Task Loss: 0.2631 || KD Loss: 0.3112|| Cost Time: 5:16:46 || Estimated Time: 5:18:40
2023-04-13 14:31:10,200 semantic_segmentation INFO: Iters: 19950/40000 || Lr: 0.010789 || Task Loss: 0.2599 || KD Loss: 0.3441|| Cost Time: 5:16:55 || Estimated Time: 5:18:30
2023-04-13 14:31:19,181 semantic_segmentation INFO: Iters: 19960/40000 || Lr: 0.010784 || Task Loss: 0.3231 || KD Loss: 0.3543|| Cost Time: 5:17:04 || Estimated Time: 5:18:20
2023-04-13 14:31:28,062 semantic_segmentation INFO: Iters: 19970/40000 || Lr: 0.010779 || Task Loss: 0.2379 || KD Loss: 0.3478|| Cost Time: 5:17:13 || Estimated Time: 5:18:10
2023-04-13 14:31:37,055 semantic_segmentation INFO: Iters: 19980/40000 || Lr: 0.010774 || Task Loss: 0.3592 || KD Loss: 0.4702|| Cost Time: 5:17:22 || Estimated Time: 5:18:00
2023-04-13 14:31:46,062 semantic_segmentation INFO: Iters: 19990/40000 || Lr: 0.010769 || Task Loss: 0.2919 || KD Loss: 0.3350|| Cost Time: 5:17:31 || Estimated Time: 5:17:50
2023-04-13 14:31:54,976 semantic_segmentation INFO: Iters: 20000/40000 || Lr: 0.010765 || Task Loss: 0.2527 || KD Loss: 0.2853|| Cost Time: 5:17:40 || Estimated Time: 5:17:40
2023-04-13 14:31:55,264 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:31:58,109 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.410
2023-04-13 14:31:58,207 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.504
2023-04-13 14:31:58,301 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.516
2023-04-13 14:31:58,388 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.533
2023-04-13 14:31:58,476 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.557
2023-04-13 14:31:58,562 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.558
2023-04-13 14:31:58,646 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.589
2023-04-13 14:31:58,718 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.612
2023-04-13 14:31:58,789 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.611
2023-04-13 14:31:58,864 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.646
2023-04-13 14:31:58,939 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.647
2023-04-13 14:31:59,015 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.683
2023-04-13 14:31:59,095 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.688
2023-04-13 14:31:59,172 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.681
2023-04-13 14:31:59,247 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.685
2023-04-13 14:31:59,330 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.674
2023-04-13 14:31:59,400 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.674
2023-04-13 14:31:59,475 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.678
2023-04-13 14:31:59,554 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.683
2023-04-13 14:31:59,628 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.689
2023-04-13 14:31:59,703 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-13 14:31:59,774 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-13 14:31:59,848 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-13 14:31:59,923 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-13 14:31:59,997 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 14:32:00,068 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-13 14:32:00,142 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:32:00,219 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:32:00,292 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:32:00,376 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 14:32:00,454 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 14:32:00,532 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-13 14:32:00,607 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 14:32:00,683 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:32:00,757 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-13 14:32:00,836 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-13 14:32:00,911 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 14:32:00,993 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 14:32:01,068 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-13 14:32:01,143 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 14:32:01,224 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:32:01,300 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:32:01,379 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:32:01,456 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:32:01,533 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.675
2023-04-13 14:32:01,611 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.674
2023-04-13 14:32:01,692 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.675
2023-04-13 14:32:01,766 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-13 14:32:01,840 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.676
2023-04-13 14:32:01,915 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.678
2023-04-13 14:32:01,989 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-13 14:32:02,063 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.684
2023-04-13 14:32:02,153 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.684
2023-04-13 14:32:02,234 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 14:32:02,312 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 14:32:02,386 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 14:32:02,459 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 14:32:02,535 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-13 14:32:02,609 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-13 14:32:02,683 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:02,759 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 14:32:02,836 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:02,916 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 14:32:02,993 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 14:32:03,068 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 14:32:03,143 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-13 14:32:03,215 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 14:32:03,287 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 14:32:03,359 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-13 14:32:03,440 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 14:32:03,522 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 14:32:03,599 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 14:32:03,675 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 14:32:03,751 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 14:32:03,837 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 14:32:03,907 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 14:32:03,977 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 14:32:04,052 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-13 14:32:04,128 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-13 14:32:04,205 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 14:32:04,286 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-13 14:32:04,363 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 14:32:04,440 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 14:32:04,511 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-13 14:32:04,586 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 14:32:04,661 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 14:32:04,740 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 14:32:04,821 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 14:32:04,896 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 14:32:04,975 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 14:32:05,049 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 14:32:05,126 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-13 14:32:05,202 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-13 14:32:05,280 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-13 14:32:05,355 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-13 14:32:05,429 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-13 14:32:05,502 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-13 14:32:05,578 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-13 14:32:05,656 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-13 14:32:05,742 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-13 14:32:05,817 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.701
2023-04-13 14:32:05,890 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.700
2023-04-13 14:32:05,963 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.700
2023-04-13 14:32:06,043 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.699
2023-04-13 14:32:06,122 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.699
2023-04-13 14:32:06,204 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-13 14:32:06,279 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-13 14:32:06,359 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-13 14:32:06,437 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-13 14:32:06,514 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.698
2023-04-13 14:32:06,594 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.698
2023-04-13 14:32:06,668 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.698
2023-04-13 14:32:06,748 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.698
2023-04-13 14:32:06,827 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-13 14:32:06,901 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 14:32:06,975 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 14:32:07,052 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 14:32:07,129 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 14:32:07,208 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 14:32:07,287 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 14:32:07,364 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 14:32:07,435 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 14:32:07,505 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 14:32:07,575 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 14:32:07,647 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 14:32:07,720 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 14:32:07,789 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 14:32:07,869 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 14:32:07,952 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 14:32:08,033 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 14:32:08,114 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 14:32:08,187 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 14:32:08,263 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 14:32:08,334 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 14:32:08,405 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 14:32:08,481 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 14:32:08,560 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 14:32:08,638 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 14:32:08,712 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 14:32:08,788 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-13 14:32:08,862 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 14:32:08,932 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:32:09,006 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 14:32:09,078 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 14:32:09,148 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 14:32:09,226 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:32:09,297 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:32:09,372 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 14:32:09,445 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 14:32:09,522 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 14:32:09,602 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:32:09,679 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 14:32:09,756 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:32:09,832 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:32:09,906 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-13 14:32:09,977 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-13 14:32:10,048 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-13 14:32:10,123 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-13 14:32:10,204 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-13 14:32:10,288 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-13 14:32:10,364 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 14:32:10,436 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 14:32:10,510 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 14:32:10,583 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 14:32:10,656 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 14:32:10,728 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 14:32:10,801 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-13 14:32:10,876 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 14:32:10,953 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 14:32:11,036 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 14:32:11,116 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-13 14:32:11,192 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-13 14:32:11,269 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 14:32:11,340 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 14:32:11,418 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 14:32:11,495 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 14:32:11,567 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 14:32:11,642 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 14:32:11,717 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 14:32:11,800 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 14:32:11,885 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 14:32:11,966 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 14:32:12,041 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 14:32:12,115 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 14:32:12,190 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:12,261 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:12,334 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:12,406 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 14:32:12,475 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:12,546 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:12,619 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:12,689 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:12,762 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-13 14:32:12,832 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-13 14:32:12,899 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-13 14:32:12,972 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 14:32:13,044 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 14:32:13,115 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 14:32:13,195 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 14:32:13,276 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 14:32:13,358 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:13,435 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:13,511 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:13,588 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-13 14:32:13,662 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-13 14:32:13,735 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:13,812 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:13,890 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:13,970 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:14,046 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:14,120 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:14,199 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-13 14:32:14,271 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:14,342 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-13 14:32:14,416 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:14,496 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:14,574 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 14:32:14,645 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-13 14:32:14,716 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-13 14:32:14,786 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-13 14:32:14,854 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:14,922 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-13 14:32:14,990 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 14:32:15,057 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 14:32:15,123 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 14:32:15,190 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 14:32:15,257 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-13 14:32:15,322 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 14:32:15,388 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-13 14:32:15,453 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-13 14:32:15,517 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:15,580 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:15,646 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:15,713 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:15,780 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:15,849 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:15,920 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:15,993 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:16,064 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-13 14:32:16,134 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:16,205 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:16,276 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:16,345 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:16,414 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-13 14:32:16,484 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-13 14:32:16,552 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-13 14:32:16,620 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-13 14:32:16,688 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:16,761 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:16,834 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 14:32:17,025 semantic_segmentation INFO: Overall validation pixAcc: 94.801, mIoU: 69.150
2023-04-13 14:32:26,098 semantic_segmentation INFO: Iters: 20010/40000 || Lr: 0.010760 || Task Loss: 0.2494 || KD Loss: 0.2726|| Cost Time: 5:18:11 || Estimated Time: 5:17:52
2023-04-13 14:32:35,024 semantic_segmentation INFO: Iters: 20020/40000 || Lr: 0.010755 || Task Loss: 0.2497 || KD Loss: 0.3305|| Cost Time: 5:18:20 || Estimated Time: 5:17:42
2023-04-13 14:32:44,011 semantic_segmentation INFO: Iters: 20030/40000 || Lr: 0.010750 || Task Loss: 0.1881 || KD Loss: 0.3148|| Cost Time: 5:18:29 || Estimated Time: 5:17:32
2023-04-13 14:32:52,937 semantic_segmentation INFO: Iters: 20040/40000 || Lr: 0.010745 || Task Loss: 0.2720 || KD Loss: 0.2556|| Cost Time: 5:18:38 || Estimated Time: 5:17:21
2023-04-13 14:33:01,902 semantic_segmentation INFO: Iters: 20050/40000 || Lr: 0.010741 || Task Loss: 0.2881 || KD Loss: 0.3301|| Cost Time: 5:18:47 || Estimated Time: 5:17:11
2023-04-13 14:33:10,887 semantic_segmentation INFO: Iters: 20060/40000 || Lr: 0.010736 || Task Loss: 0.2697 || KD Loss: 0.3367|| Cost Time: 5:18:56 || Estimated Time: 5:17:01
2023-04-13 14:33:19,876 semantic_segmentation INFO: Iters: 20070/40000 || Lr: 0.010731 || Task Loss: 0.2283 || KD Loss: 0.3655|| Cost Time: 5:19:05 || Estimated Time: 5:16:51
2023-04-13 14:33:28,859 semantic_segmentation INFO: Iters: 20080/40000 || Lr: 0.010726 || Task Loss: 0.2080 || KD Loss: 0.2747|| Cost Time: 5:19:14 || Estimated Time: 5:16:41
2023-04-13 14:33:37,876 semantic_segmentation INFO: Iters: 20090/40000 || Lr: 0.010721 || Task Loss: 0.2052 || KD Loss: 0.3019|| Cost Time: 5:19:23 || Estimated Time: 5:16:31
2023-04-13 14:33:46,891 semantic_segmentation INFO: Iters: 20100/40000 || Lr: 0.010717 || Task Loss: 0.3275 || KD Loss: 0.2881|| Cost Time: 5:19:32 || Estimated Time: 5:16:21
2023-04-13 14:33:55,838 semantic_segmentation INFO: Iters: 20110/40000 || Lr: 0.010712 || Task Loss: 0.2146 || KD Loss: 0.3391|| Cost Time: 5:19:41 || Estimated Time: 5:16:11
2023-04-13 14:34:04,924 semantic_segmentation INFO: Iters: 20120/40000 || Lr: 0.010707 || Task Loss: 0.2421 || KD Loss: 0.2410|| Cost Time: 5:19:50 || Estimated Time: 5:16:01
2023-04-13 14:34:13,993 semantic_segmentation INFO: Iters: 20130/40000 || Lr: 0.010702 || Task Loss: 0.2560 || KD Loss: 0.2720|| Cost Time: 5:19:59 || Estimated Time: 5:15:51
2023-04-13 14:34:23,030 semantic_segmentation INFO: Iters: 20140/40000 || Lr: 0.010697 || Task Loss: 0.1995 || KD Loss: 0.2415|| Cost Time: 5:20:08 || Estimated Time: 5:15:41
2023-04-13 14:34:32,016 semantic_segmentation INFO: Iters: 20150/40000 || Lr: 0.010693 || Task Loss: 0.2446 || KD Loss: 0.2632|| Cost Time: 5:20:17 || Estimated Time: 5:15:31
2023-04-13 14:34:40,973 semantic_segmentation INFO: Iters: 20160/40000 || Lr: 0.010688 || Task Loss: 0.2398 || KD Loss: 0.2880|| Cost Time: 5:20:26 || Estimated Time: 5:15:21
2023-04-13 14:34:49,991 semantic_segmentation INFO: Iters: 20170/40000 || Lr: 0.010683 || Task Loss: 0.2740 || KD Loss: 0.2983|| Cost Time: 5:20:35 || Estimated Time: 5:15:11
2023-04-13 14:34:58,992 semantic_segmentation INFO: Iters: 20180/40000 || Lr: 0.010678 || Task Loss: 0.2645 || KD Loss: 0.2913|| Cost Time: 5:20:44 || Estimated Time: 5:15:00
2023-04-13 14:35:07,967 semantic_segmentation INFO: Iters: 20190/40000 || Lr: 0.010673 || Task Loss: 0.3711 || KD Loss: 0.2669|| Cost Time: 5:20:53 || Estimated Time: 5:14:50
2023-04-13 14:35:16,817 semantic_segmentation INFO: Iters: 20200/40000 || Lr: 0.010669 || Task Loss: 0.1847 || KD Loss: 0.4187|| Cost Time: 5:21:02 || Estimated Time: 5:14:40
2023-04-13 14:35:25,988 semantic_segmentation INFO: Iters: 20210/40000 || Lr: 0.010664 || Task Loss: 0.2398 || KD Loss: 0.2509|| Cost Time: 5:21:11 || Estimated Time: 5:14:30
2023-04-13 14:35:35,006 semantic_segmentation INFO: Iters: 20220/40000 || Lr: 0.010659 || Task Loss: 0.2662 || KD Loss: 0.2803|| Cost Time: 5:21:20 || Estimated Time: 5:14:20
2023-04-13 14:35:44,046 semantic_segmentation INFO: Iters: 20230/40000 || Lr: 0.010654 || Task Loss: 0.3330 || KD Loss: 0.3520|| Cost Time: 5:21:29 || Estimated Time: 5:14:10
2023-04-13 14:35:53,057 semantic_segmentation INFO: Iters: 20240/40000 || Lr: 0.010649 || Task Loss: 0.2939 || KD Loss: 0.2576|| Cost Time: 5:21:38 || Estimated Time: 5:14:00
2023-04-13 14:36:02,072 semantic_segmentation INFO: Iters: 20250/40000 || Lr: 0.010645 || Task Loss: 0.3078 || KD Loss: 0.3268|| Cost Time: 5:21:47 || Estimated Time: 5:13:50
2023-04-13 14:36:11,094 semantic_segmentation INFO: Iters: 20260/40000 || Lr: 0.010640 || Task Loss: 0.3193 || KD Loss: 0.2954|| Cost Time: 5:21:56 || Estimated Time: 5:13:40
2023-04-13 14:36:20,168 semantic_segmentation INFO: Iters: 20270/40000 || Lr: 0.010635 || Task Loss: 0.2195 || KD Loss: 0.3392|| Cost Time: 5:22:05 || Estimated Time: 5:13:30
2023-04-13 14:36:29,202 semantic_segmentation INFO: Iters: 20280/40000 || Lr: 0.010630 || Task Loss: 0.2566 || KD Loss: 0.2905|| Cost Time: 5:22:14 || Estimated Time: 5:13:20
2023-04-13 14:36:38,257 semantic_segmentation INFO: Iters: 20290/40000 || Lr: 0.010625 || Task Loss: 0.1761 || KD Loss: 0.3240|| Cost Time: 5:22:23 || Estimated Time: 5:13:10
2023-04-13 14:36:47,267 semantic_segmentation INFO: Iters: 20300/40000 || Lr: 0.010621 || Task Loss: 0.2021 || KD Loss: 0.2940|| Cost Time: 5:22:32 || Estimated Time: 5:13:00
2023-04-13 14:36:56,219 semantic_segmentation INFO: Iters: 20310/40000 || Lr: 0.010616 || Task Loss: 0.3902 || KD Loss: 0.3637|| Cost Time: 5:22:41 || Estimated Time: 5:12:50
2023-04-13 14:37:05,299 semantic_segmentation INFO: Iters: 20320/40000 || Lr: 0.010611 || Task Loss: 0.3193 || KD Loss: 0.2710|| Cost Time: 5:22:50 || Estimated Time: 5:12:40
2023-04-13 14:37:14,295 semantic_segmentation INFO: Iters: 20330/40000 || Lr: 0.010606 || Task Loss: 0.2428 || KD Loss: 0.2498|| Cost Time: 5:22:59 || Estimated Time: 5:12:30
2023-04-13 14:37:23,335 semantic_segmentation INFO: Iters: 20340/40000 || Lr: 0.010601 || Task Loss: 0.2777 || KD Loss: 0.3401|| Cost Time: 5:23:08 || Estimated Time: 5:12:20
2023-04-13 14:37:32,381 semantic_segmentation INFO: Iters: 20350/40000 || Lr: 0.010597 || Task Loss: 0.2858 || KD Loss: 0.2662|| Cost Time: 5:23:17 || Estimated Time: 5:12:10
2023-04-13 14:37:41,386 semantic_segmentation INFO: Iters: 20360/40000 || Lr: 0.010592 || Task Loss: 0.2701 || KD Loss: 0.2882|| Cost Time: 5:23:26 || Estimated Time: 5:12:00
2023-04-13 14:37:50,213 semantic_segmentation INFO: Iters: 20370/40000 || Lr: 0.010587 || Task Loss: 0.3799 || KD Loss: 0.3936|| Cost Time: 5:23:35 || Estimated Time: 5:11:50
2023-04-13 14:37:59,324 semantic_segmentation INFO: Iters: 20380/40000 || Lr: 0.010582 || Task Loss: 0.2395 || KD Loss: 0.3316|| Cost Time: 5:23:44 || Estimated Time: 5:11:40
2023-04-13 14:38:08,432 semantic_segmentation INFO: Iters: 20390/40000 || Lr: 0.010577 || Task Loss: 0.1730 || KD Loss: 0.3116|| Cost Time: 5:23:53 || Estimated Time: 5:11:30
2023-04-13 14:38:17,493 semantic_segmentation INFO: Iters: 20400/40000 || Lr: 0.010572 || Task Loss: 0.3043 || KD Loss: 0.3037|| Cost Time: 5:24:03 || Estimated Time: 5:11:20
2023-04-13 14:38:17,776 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:38:20,400 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.937, mIoU: 0.354
2023-04-13 14:38:20,586 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.451
2023-04-13 14:38:20,690 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.478
2023-04-13 14:38:20,786 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.511
2023-04-13 14:38:20,877 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.506
2023-04-13 14:38:20,965 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.514
2023-04-13 14:38:21,045 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.511
2023-04-13 14:38:21,118 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.543
2023-04-13 14:38:21,190 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.566
2023-04-13 14:38:21,262 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.610
2023-04-13 14:38:21,332 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.618
2023-04-13 14:38:21,403 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.642
2023-04-13 14:38:21,473 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.645
2023-04-13 14:38:21,546 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.946, mIoU: 0.636
2023-04-13 14:38:21,618 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.639
2023-04-13 14:38:21,696 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.628
2023-04-13 14:38:21,775 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.632
2023-04-13 14:38:21,856 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.631
2023-04-13 14:38:21,930 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.641
2023-04-13 14:38:22,009 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.650
2023-04-13 14:38:22,085 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.651
2023-04-13 14:38:22,158 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.647
2023-04-13 14:38:22,231 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.645
2023-04-13 14:38:22,304 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.652
2023-04-13 14:38:22,381 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 14:38:22,463 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.670
2023-04-13 14:38:22,546 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 14:38:22,625 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-13 14:38:22,703 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-13 14:38:22,780 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-13 14:38:22,852 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-13 14:38:22,926 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-13 14:38:23,001 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-13 14:38:23,078 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-13 14:38:23,155 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 14:38:23,231 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-13 14:38:23,306 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 14:38:23,381 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-13 14:38:23,454 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-13 14:38:23,527 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-13 14:38:23,603 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-13 14:38:23,681 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.652
2023-04-13 14:38:23,761 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-13 14:38:23,842 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-13 14:38:23,919 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-13 14:38:23,995 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-13 14:38:24,068 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-13 14:38:24,139 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-13 14:38:24,210 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-13 14:38:24,285 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 14:38:24,367 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 14:38:24,447 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-13 14:38:24,524 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-13 14:38:24,601 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 14:38:24,678 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 14:38:24,752 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 14:38:24,822 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-13 14:38:24,896 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 14:38:24,971 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 14:38:25,046 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 14:38:25,123 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 14:38:25,201 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 14:38:25,280 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 14:38:25,353 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.694
2023-04-13 14:38:25,428 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.695
2023-04-13 14:38:25,500 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.694
2023-04-13 14:38:25,570 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.692
2023-04-13 14:38:25,642 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-13 14:38:25,713 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.692
2023-04-13 14:38:25,790 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.691
2023-04-13 14:38:25,869 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.692
2023-04-13 14:38:25,947 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 14:38:26,030 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 14:38:26,110 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:38:26,185 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 14:38:26,261 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 14:38:26,336 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:26,410 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:26,484 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 14:38:26,561 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 14:38:26,638 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 14:38:26,716 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 14:38:26,788 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 14:38:26,862 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 14:38:26,938 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.681
2023-04-13 14:38:27,011 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.681
2023-04-13 14:38:27,087 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.682
2023-04-13 14:38:27,166 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.682
2023-04-13 14:38:27,243 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-13 14:38:27,320 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.678
2023-04-13 14:38:27,396 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.680
2023-04-13 14:38:27,469 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.689
2023-04-13 14:38:27,542 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.688
2023-04-13 14:38:27,615 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.689
2023-04-13 14:38:27,692 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.688
2023-04-13 14:38:27,764 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.688
2023-04-13 14:38:27,845 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.690
2023-04-13 14:38:27,920 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-13 14:38:27,997 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.686
2023-04-13 14:38:28,072 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.686
2023-04-13 14:38:28,147 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.687
2023-04-13 14:38:28,221 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.685
2023-04-13 14:38:28,295 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.684
2023-04-13 14:38:28,374 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.684
2023-04-13 14:38:28,450 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.684
2023-04-13 14:38:28,525 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.684
2023-04-13 14:38:28,599 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.684
2023-04-13 14:38:28,676 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.685
2023-04-13 14:38:28,755 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.685
2023-04-13 14:38:28,834 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.684
2023-04-13 14:38:28,911 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.684
2023-04-13 14:38:28,985 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.683
2023-04-13 14:38:29,065 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.683
2023-04-13 14:38:29,134 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.683
2023-04-13 14:38:29,212 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.683
2023-04-13 14:38:29,287 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.682
2023-04-13 14:38:29,364 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.685
2023-04-13 14:38:29,440 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.686
2023-04-13 14:38:29,511 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.931, mIoU: 0.686
2023-04-13 14:38:29,588 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.686
2023-04-13 14:38:29,661 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.686
2023-04-13 14:38:29,733 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.685
2023-04-13 14:38:29,806 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.685
2023-04-13 14:38:29,880 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.687
2023-04-13 14:38:29,953 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.686
2023-04-13 14:38:30,029 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.684
2023-04-13 14:38:30,112 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.686
2023-04-13 14:38:30,195 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.686
2023-04-13 14:38:30,272 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.688
2023-04-13 14:38:30,346 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.688
2023-04-13 14:38:30,421 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.688
2023-04-13 14:38:30,490 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.688
2023-04-13 14:38:30,560 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.688
2023-04-13 14:38:30,633 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.687
2023-04-13 14:38:30,710 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.687
2023-04-13 14:38:30,788 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.687
2023-04-13 14:38:30,865 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.687
2023-04-13 14:38:30,948 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.932, mIoU: 0.687
2023-04-13 14:38:31,024 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.932, mIoU: 0.688
2023-04-13 14:38:31,100 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.932, mIoU: 0.689
2023-04-13 14:38:31,171 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.932, mIoU: 0.690
2023-04-13 14:38:31,245 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.932, mIoU: 0.690
2023-04-13 14:38:31,319 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.932, mIoU: 0.689
2023-04-13 14:38:31,394 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.932, mIoU: 0.688
2023-04-13 14:38:31,469 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.932, mIoU: 0.688
2023-04-13 14:38:31,552 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.932, mIoU: 0.689
2023-04-13 14:38:31,633 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.932, mIoU: 0.689
2023-04-13 14:38:31,710 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.932, mIoU: 0.688
2023-04-13 14:38:31,783 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.932, mIoU: 0.688
2023-04-13 14:38:31,858 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.932, mIoU: 0.688
2023-04-13 14:38:31,936 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.933, mIoU: 0.688
2023-04-13 14:38:32,010 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.933, mIoU: 0.688
2023-04-13 14:38:32,085 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.932, mIoU: 0.687
2023-04-13 14:38:32,161 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.932, mIoU: 0.687
2023-04-13 14:38:32,239 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.932, mIoU: 0.687
2023-04-13 14:38:32,318 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.933, mIoU: 0.688
2023-04-13 14:38:32,390 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.933, mIoU: 0.688
2023-04-13 14:38:32,465 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.932, mIoU: 0.687
2023-04-13 14:38:32,535 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.687
2023-04-13 14:38:32,612 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.686
2023-04-13 14:38:32,693 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.932, mIoU: 0.686
2023-04-13 14:38:32,782 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.684
2023-04-13 14:38:32,861 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.683
2023-04-13 14:38:32,940 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.683
2023-04-13 14:38:33,020 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.683
2023-04-13 14:38:33,094 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.931, mIoU: 0.683
2023-04-13 14:38:33,174 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.932, mIoU: 0.683
2023-04-13 14:38:33,250 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.932, mIoU: 0.683
2023-04-13 14:38:33,326 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.932, mIoU: 0.684
2023-04-13 14:38:33,406 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.932, mIoU: 0.684
2023-04-13 14:38:33,482 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.932, mIoU: 0.685
2023-04-13 14:38:33,552 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 14:38:33,624 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.933, mIoU: 0.684
2023-04-13 14:38:33,696 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.933, mIoU: 0.684
2023-04-13 14:38:33,776 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.933, mIoU: 0.684
2023-04-13 14:38:33,852 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.932, mIoU: 0.683
2023-04-13 14:38:33,941 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.932, mIoU: 0.683
2023-04-13 14:38:34,013 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.932, mIoU: 0.683
2023-04-13 14:38:34,088 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.932, mIoU: 0.683
2023-04-13 14:38:34,170 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.932, mIoU: 0.683
2023-04-13 14:38:34,243 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.932, mIoU: 0.683
2023-04-13 14:38:34,317 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.932, mIoU: 0.683
2023-04-13 14:38:34,395 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.933, mIoU: 0.683
2023-04-13 14:38:34,473 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.933, mIoU: 0.683
2023-04-13 14:38:34,548 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.933, mIoU: 0.683
2023-04-13 14:38:34,622 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 14:38:34,697 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 14:38:34,771 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 14:38:34,841 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-13 14:38:34,916 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.933, mIoU: 0.683
2023-04-13 14:38:34,988 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:38:35,059 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 14:38:35,139 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 14:38:35,215 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.933, mIoU: 0.686
2023-04-13 14:38:35,293 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.933, mIoU: 0.686
2023-04-13 14:38:35,369 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 14:38:35,446 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 14:38:35,526 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 14:38:35,600 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 14:38:35,669 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.933, mIoU: 0.685
2023-04-13 14:38:35,741 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.933, mIoU: 0.686
2023-04-13 14:38:35,813 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 14:38:35,888 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 14:38:35,961 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 14:38:36,040 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 14:38:36,118 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-13 14:38:36,196 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-13 14:38:36,270 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 14:38:36,349 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:38:36,421 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:38:36,495 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 14:38:36,570 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 14:38:36,643 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 14:38:36,722 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:36,800 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 14:38:36,889 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 14:38:36,971 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 14:38:37,045 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:37,114 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:37,184 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:37,252 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-13 14:38:37,321 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 14:38:37,391 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 14:38:37,462 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 14:38:37,532 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 14:38:37,603 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 14:38:37,674 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 14:38:37,745 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 14:38:37,816 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 14:38:37,885 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 14:38:37,954 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:38:38,022 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:38:38,092 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:38:38,163 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.934, mIoU: 0.681
2023-04-13 14:38:38,233 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-13 14:38:38,303 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 14:38:38,370 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 14:38:38,439 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 14:38:38,508 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-13 14:38:38,576 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 14:38:38,643 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 14:38:38,709 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 14:38:38,772 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 14:38:38,842 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 14:38:38,914 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 14:38:38,987 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:39,057 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:39,124 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:39,195 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:39,264 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 14:38:39,521 semantic_segmentation INFO: Overall validation pixAcc: 94.151, mIoU: 68.617
2023-04-13 14:38:48,230 semantic_segmentation INFO: Iters: 20410/40000 || Lr: 0.010568 || Task Loss: 0.4768 || KD Loss: 0.4094|| Cost Time: 5:24:33 || Estimated Time: 5:11:31
2023-04-13 14:38:57,036 semantic_segmentation INFO: Iters: 20420/40000 || Lr: 0.010563 || Task Loss: 0.2345 || KD Loss: 0.3648|| Cost Time: 5:24:42 || Estimated Time: 5:11:20
2023-04-13 14:39:06,048 semantic_segmentation INFO: Iters: 20430/40000 || Lr: 0.010558 || Task Loss: 0.3348 || KD Loss: 0.3626|| Cost Time: 5:24:51 || Estimated Time: 5:11:10
2023-04-13 14:39:14,965 semantic_segmentation INFO: Iters: 20440/40000 || Lr: 0.010553 || Task Loss: 0.3071 || KD Loss: 0.2639|| Cost Time: 5:25:00 || Estimated Time: 5:11:00
2023-04-13 14:39:23,810 semantic_segmentation INFO: Iters: 20450/40000 || Lr: 0.010548 || Task Loss: 0.3260 || KD Loss: 0.3540|| Cost Time: 5:25:09 || Estimated Time: 5:10:50
2023-04-13 14:39:32,721 semantic_segmentation INFO: Iters: 20460/40000 || Lr: 0.010544 || Task Loss: 0.2799 || KD Loss: 0.3136|| Cost Time: 5:25:18 || Estimated Time: 5:10:40
2023-04-13 14:39:41,662 semantic_segmentation INFO: Iters: 20470/40000 || Lr: 0.010539 || Task Loss: 0.3742 || KD Loss: 0.3263|| Cost Time: 5:25:27 || Estimated Time: 5:10:30
2023-04-13 14:39:50,629 semantic_segmentation INFO: Iters: 20480/40000 || Lr: 0.010534 || Task Loss: 0.2766 || KD Loss: 0.3534|| Cost Time: 5:25:36 || Estimated Time: 5:10:20
2023-04-13 14:39:59,602 semantic_segmentation INFO: Iters: 20490/40000 || Lr: 0.010529 || Task Loss: 0.2196 || KD Loss: 0.2888|| Cost Time: 5:25:45 || Estimated Time: 5:10:10
2023-04-13 14:40:08,549 semantic_segmentation INFO: Iters: 20500/40000 || Lr: 0.010524 || Task Loss: 0.4900 || KD Loss: 0.3433|| Cost Time: 5:25:54 || Estimated Time: 5:09:59
2023-04-13 14:40:17,493 semantic_segmentation INFO: Iters: 20510/40000 || Lr: 0.010520 || Task Loss: 0.2936 || KD Loss: 0.3354|| Cost Time: 5:26:03 || Estimated Time: 5:09:49
2023-04-13 14:40:26,456 semantic_segmentation INFO: Iters: 20520/40000 || Lr: 0.010515 || Task Loss: 0.3268 || KD Loss: 0.3446|| Cost Time: 5:26:12 || Estimated Time: 5:09:39
2023-04-13 14:40:35,448 semantic_segmentation INFO: Iters: 20530/40000 || Lr: 0.010510 || Task Loss: 0.3058 || KD Loss: 0.3676|| Cost Time: 5:26:20 || Estimated Time: 5:09:29
2023-04-13 14:40:44,384 semantic_segmentation INFO: Iters: 20540/40000 || Lr: 0.010505 || Task Loss: 0.2530 || KD Loss: 0.3957|| Cost Time: 5:26:29 || Estimated Time: 5:09:19
2023-04-13 14:40:53,332 semantic_segmentation INFO: Iters: 20550/40000 || Lr: 0.010500 || Task Loss: 0.2321 || KD Loss: 0.3036|| Cost Time: 5:26:38 || Estimated Time: 5:09:09
2023-04-13 14:41:02,031 semantic_segmentation INFO: Iters: 20560/40000 || Lr: 0.010496 || Task Loss: 0.2526 || KD Loss: 0.2681|| Cost Time: 5:26:47 || Estimated Time: 5:08:59
2023-04-13 14:41:11,058 semantic_segmentation INFO: Iters: 20570/40000 || Lr: 0.010491 || Task Loss: 0.5762 || KD Loss: 0.4858|| Cost Time: 5:26:56 || Estimated Time: 5:08:49
2023-04-13 14:41:20,014 semantic_segmentation INFO: Iters: 20580/40000 || Lr: 0.010486 || Task Loss: 0.3074 || KD Loss: 0.3902|| Cost Time: 5:27:05 || Estimated Time: 5:08:39
2023-04-13 14:41:28,999 semantic_segmentation INFO: Iters: 20590/40000 || Lr: 0.010481 || Task Loss: 0.2325 || KD Loss: 0.3107|| Cost Time: 5:27:14 || Estimated Time: 5:08:29
2023-04-13 14:41:37,917 semantic_segmentation INFO: Iters: 20600/40000 || Lr: 0.010476 || Task Loss: 0.6677 || KD Loss: 0.3438|| Cost Time: 5:27:23 || Estimated Time: 5:08:18
2023-04-13 14:41:46,958 semantic_segmentation INFO: Iters: 20610/40000 || Lr: 0.010471 || Task Loss: 0.3373 || KD Loss: 0.2975|| Cost Time: 5:27:32 || Estimated Time: 5:08:08
2023-04-13 14:41:55,848 semantic_segmentation INFO: Iters: 20620/40000 || Lr: 0.010467 || Task Loss: 0.2529 || KD Loss: 0.3550|| Cost Time: 5:27:41 || Estimated Time: 5:07:58
2023-04-13 14:42:04,749 semantic_segmentation INFO: Iters: 20630/40000 || Lr: 0.010462 || Task Loss: 0.1986 || KD Loss: 0.2895|| Cost Time: 5:27:50 || Estimated Time: 5:07:48
2023-04-13 14:42:13,752 semantic_segmentation INFO: Iters: 20640/40000 || Lr: 0.010457 || Task Loss: 0.2341 || KD Loss: 0.3408|| Cost Time: 5:27:59 || Estimated Time: 5:07:38
2023-04-13 14:42:22,754 semantic_segmentation INFO: Iters: 20650/40000 || Lr: 0.010452 || Task Loss: 0.2502 || KD Loss: 0.3155|| Cost Time: 5:28:08 || Estimated Time: 5:07:28
2023-04-13 14:42:31,784 semantic_segmentation INFO: Iters: 20660/40000 || Lr: 0.010447 || Task Loss: 0.2491 || KD Loss: 0.3087|| Cost Time: 5:28:17 || Estimated Time: 5:07:18
2023-04-13 14:42:40,777 semantic_segmentation INFO: Iters: 20670/40000 || Lr: 0.010443 || Task Loss: 0.5346 || KD Loss: 0.3685|| Cost Time: 5:28:26 || Estimated Time: 5:07:08
2023-04-13 14:42:49,749 semantic_segmentation INFO: Iters: 20680/40000 || Lr: 0.010438 || Task Loss: 0.2371 || KD Loss: 0.3004|| Cost Time: 5:28:35 || Estimated Time: 5:06:58
2023-04-13 14:42:58,690 semantic_segmentation INFO: Iters: 20690/40000 || Lr: 0.010433 || Task Loss: 0.2483 || KD Loss: 0.2974|| Cost Time: 5:28:44 || Estimated Time: 5:06:48
2023-04-13 14:43:07,650 semantic_segmentation INFO: Iters: 20700/40000 || Lr: 0.010428 || Task Loss: 0.4132 || KD Loss: 0.4057|| Cost Time: 5:28:53 || Estimated Time: 5:06:38
2023-04-13 14:43:16,613 semantic_segmentation INFO: Iters: 20710/40000 || Lr: 0.010423 || Task Loss: 0.2825 || KD Loss: 0.3088|| Cost Time: 5:29:02 || Estimated Time: 5:06:28
2023-04-13 14:43:25,490 semantic_segmentation INFO: Iters: 20720/40000 || Lr: 0.010418 || Task Loss: 0.2343 || KD Loss: 0.3355|| Cost Time: 5:29:11 || Estimated Time: 5:06:18
2023-04-13 14:43:34,525 semantic_segmentation INFO: Iters: 20730/40000 || Lr: 0.010414 || Task Loss: 0.3254 || KD Loss: 0.3234|| Cost Time: 5:29:20 || Estimated Time: 5:06:08
2023-04-13 14:43:43,522 semantic_segmentation INFO: Iters: 20740/40000 || Lr: 0.010409 || Task Loss: 0.3769 || KD Loss: 0.3914|| Cost Time: 5:29:29 || Estimated Time: 5:05:58
2023-04-13 14:43:52,495 semantic_segmentation INFO: Iters: 20750/40000 || Lr: 0.010404 || Task Loss: 0.2251 || KD Loss: 0.2821|| Cost Time: 5:29:38 || Estimated Time: 5:05:48
2023-04-13 14:44:01,455 semantic_segmentation INFO: Iters: 20760/40000 || Lr: 0.010399 || Task Loss: 0.2795 || KD Loss: 0.3200|| Cost Time: 5:29:47 || Estimated Time: 5:05:37
2023-04-13 14:44:10,449 semantic_segmentation INFO: Iters: 20770/40000 || Lr: 0.010394 || Task Loss: 0.2351 || KD Loss: 0.2808|| Cost Time: 5:29:56 || Estimated Time: 5:05:27
2023-04-13 14:44:19,334 semantic_segmentation INFO: Iters: 20780/40000 || Lr: 0.010390 || Task Loss: 0.1914 || KD Loss: 0.3055|| Cost Time: 5:30:04 || Estimated Time: 5:05:17
2023-04-13 14:44:28,119 semantic_segmentation INFO: Iters: 20790/40000 || Lr: 0.010385 || Task Loss: 0.3356 || KD Loss: 0.2897|| Cost Time: 5:30:13 || Estimated Time: 5:05:07
2023-04-13 14:44:37,025 semantic_segmentation INFO: Iters: 20800/40000 || Lr: 0.010380 || Task Loss: 0.2179 || KD Loss: 0.2747|| Cost Time: 5:30:22 || Estimated Time: 5:04:57
2023-04-13 14:44:37,308 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:44:40,069 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.405
2023-04-13 14:44:40,170 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.504
2023-04-13 14:44:40,269 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.511
2023-04-13 14:44:40,360 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.539
2023-04-13 14:44:40,451 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.533
2023-04-13 14:44:40,528 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.536
2023-04-13 14:44:40,604 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.566
2023-04-13 14:44:40,680 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.579
2023-04-13 14:44:40,758 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.613
2023-04-13 14:44:40,834 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.676
2023-04-13 14:44:40,905 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.674
2023-04-13 14:44:40,975 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.677
2023-04-13 14:44:41,048 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.684
2023-04-13 14:44:41,126 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.683
2023-04-13 14:44:41,200 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.646
2023-04-13 14:44:41,277 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.943, mIoU: 0.638
2023-04-13 14:44:41,353 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.644
2023-04-13 14:44:41,426 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.643
2023-04-13 14:44:41,499 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.648
2023-04-13 14:44:41,572 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.655
2023-04-13 14:44:41,643 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.658
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2023-04-13 14:44:42,024 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.705
2023-04-13 14:44:42,101 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.694
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2023-04-13 14:44:42,247 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.687
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2023-04-13 14:44:44,233 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.693
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2023-04-13 14:44:49,084 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.935, mIoU: 0.680
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2023-04-13 14:44:49,230 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.679
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2023-04-13 14:44:56,596 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 14:44:56,669 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 14:44:56,741 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 14:44:56,812 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:44:56,883 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:44:56,954 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:44:57,025 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:44:57,096 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:44:57,169 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:44:57,241 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:44:57,313 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:44:57,384 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-13 14:44:57,453 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 14:44:57,521 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:44:57,586 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:44:57,653 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:44:57,724 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:44:57,796 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:44:57,869 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.940, mIoU: 0.677
2023-04-13 14:44:57,939 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:44:58,010 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:44:58,080 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:44:58,149 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 14:44:58,216 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 14:44:58,283 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 14:44:58,347 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 14:44:58,412 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 14:44:58,478 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-13 14:44:58,544 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 14:44:58,610 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 14:44:58,674 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 14:44:58,743 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 14:44:58,812 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 14:44:59,074 semantic_segmentation INFO: Overall validation pixAcc: 94.621, mIoU: 68.731
2023-04-13 14:45:08,201 semantic_segmentation INFO: Iters: 20810/40000 || Lr: 0.010375 || Task Loss: 0.2653 || KD Loss: 0.3427|| Cost Time: 5:30:53 || Estimated Time: 5:05:07
2023-04-13 14:45:17,113 semantic_segmentation INFO: Iters: 20820/40000 || Lr: 0.010370 || Task Loss: 0.3524 || KD Loss: 0.3654|| Cost Time: 5:31:02 || Estimated Time: 5:04:57
2023-04-13 14:45:26,029 semantic_segmentation INFO: Iters: 20830/40000 || Lr: 0.010365 || Task Loss: 0.3247 || KD Loss: 0.2871|| Cost Time: 5:31:11 || Estimated Time: 5:04:47
2023-04-13 14:45:35,028 semantic_segmentation INFO: Iters: 20840/40000 || Lr: 0.010361 || Task Loss: 0.2556 || KD Loss: 0.3222|| Cost Time: 5:31:20 || Estimated Time: 5:04:37
2023-04-13 14:45:43,887 semantic_segmentation INFO: Iters: 20850/40000 || Lr: 0.010356 || Task Loss: 0.1577 || KD Loss: 0.3217|| Cost Time: 5:31:29 || Estimated Time: 5:04:27
2023-04-13 14:45:52,789 semantic_segmentation INFO: Iters: 20860/40000 || Lr: 0.010351 || Task Loss: 0.2313 || KD Loss: 0.2688|| Cost Time: 5:31:38 || Estimated Time: 5:04:17
2023-04-13 14:46:01,892 semantic_segmentation INFO: Iters: 20870/40000 || Lr: 0.010346 || Task Loss: 0.2669 || KD Loss: 0.2209|| Cost Time: 5:31:47 || Estimated Time: 5:04:07
2023-04-13 14:46:10,909 semantic_segmentation INFO: Iters: 20880/40000 || Lr: 0.010341 || Task Loss: 0.2528 || KD Loss: 0.1919|| Cost Time: 5:31:56 || Estimated Time: 5:03:57
2023-04-13 14:46:19,908 semantic_segmentation INFO: Iters: 20890/40000 || Lr: 0.010337 || Task Loss: 0.2200 || KD Loss: 0.2765|| Cost Time: 5:32:05 || Estimated Time: 5:03:47
2023-04-13 14:46:28,846 semantic_segmentation INFO: Iters: 20900/40000 || Lr: 0.010332 || Task Loss: 0.2256 || KD Loss: 0.2660|| Cost Time: 5:32:14 || Estimated Time: 5:03:37
2023-04-13 14:46:37,901 semantic_segmentation INFO: Iters: 20910/40000 || Lr: 0.010327 || Task Loss: 0.2324 || KD Loss: 0.3144|| Cost Time: 5:32:23 || Estimated Time: 5:03:27
2023-04-13 14:46:46,920 semantic_segmentation INFO: Iters: 20920/40000 || Lr: 0.010322 || Task Loss: 0.3096 || KD Loss: 0.3201|| Cost Time: 5:32:32 || Estimated Time: 5:03:17
2023-04-13 14:46:55,939 semantic_segmentation INFO: Iters: 20930/40000 || Lr: 0.010317 || Task Loss: 0.2686 || KD Loss: 0.3586|| Cost Time: 5:32:41 || Estimated Time: 5:03:07
2023-04-13 14:47:04,892 semantic_segmentation INFO: Iters: 20940/40000 || Lr: 0.010312 || Task Loss: 0.1726 || KD Loss: 0.2867|| Cost Time: 5:32:50 || Estimated Time: 5:02:57
2023-04-13 14:47:13,902 semantic_segmentation INFO: Iters: 20950/40000 || Lr: 0.010308 || Task Loss: 0.2529 || KD Loss: 0.3141|| Cost Time: 5:32:59 || Estimated Time: 5:02:47
2023-04-13 14:47:22,958 semantic_segmentation INFO: Iters: 20960/40000 || Lr: 0.010303 || Task Loss: 0.2254 || KD Loss: 0.3402|| Cost Time: 5:33:08 || Estimated Time: 5:02:37
2023-04-13 14:47:32,014 semantic_segmentation INFO: Iters: 20970/40000 || Lr: 0.010298 || Task Loss: 0.3495 || KD Loss: 0.3135|| Cost Time: 5:33:17 || Estimated Time: 5:02:27
2023-04-13 14:47:40,968 semantic_segmentation INFO: Iters: 20980/40000 || Lr: 0.010293 || Task Loss: 0.2092 || KD Loss: 0.2659|| Cost Time: 5:33:26 || Estimated Time: 5:02:17
2023-04-13 14:47:50,066 semantic_segmentation INFO: Iters: 20990/40000 || Lr: 0.010288 || Task Loss: 0.2273 || KD Loss: 0.2662|| Cost Time: 5:33:35 || Estimated Time: 5:02:07
2023-04-13 14:47:59,085 semantic_segmentation INFO: Iters: 21000/40000 || Lr: 0.010284 || Task Loss: 0.2524 || KD Loss: 0.2941|| Cost Time: 5:33:44 || Estimated Time: 5:01:57
2023-04-13 14:48:08,087 semantic_segmentation INFO: Iters: 21010/40000 || Lr: 0.010279 || Task Loss: 0.2929 || KD Loss: 0.3230|| Cost Time: 5:33:53 || Estimated Time: 5:01:47
2023-04-13 14:48:17,089 semantic_segmentation INFO: Iters: 21020/40000 || Lr: 0.010274 || Task Loss: 0.1708 || KD Loss: 0.2443|| Cost Time: 5:34:02 || Estimated Time: 5:01:37
2023-04-13 14:48:26,108 semantic_segmentation INFO: Iters: 21030/40000 || Lr: 0.010269 || Task Loss: 0.3205 || KD Loss: 0.3374|| Cost Time: 5:34:11 || Estimated Time: 5:01:27
2023-04-13 14:48:35,172 semantic_segmentation INFO: Iters: 21040/40000 || Lr: 0.010264 || Task Loss: 0.3366 || KD Loss: 0.3336|| Cost Time: 5:34:20 || Estimated Time: 5:01:17
2023-04-13 14:48:44,136 semantic_segmentation INFO: Iters: 21050/40000 || Lr: 0.010259 || Task Loss: 0.2474 || KD Loss: 0.2398|| Cost Time: 5:34:29 || Estimated Time: 5:01:07
2023-04-13 14:48:53,208 semantic_segmentation INFO: Iters: 21060/40000 || Lr: 0.010255 || Task Loss: 0.2167 || KD Loss: 0.2548|| Cost Time: 5:34:38 || Estimated Time: 5:00:57
2023-04-13 14:49:02,143 semantic_segmentation INFO: Iters: 21070/40000 || Lr: 0.010250 || Task Loss: 0.1988 || KD Loss: 0.2594|| Cost Time: 5:34:47 || Estimated Time: 5:00:47
2023-04-13 14:49:11,153 semantic_segmentation INFO: Iters: 21080/40000 || Lr: 0.010245 || Task Loss: 0.1693 || KD Loss: 0.3345|| Cost Time: 5:34:56 || Estimated Time: 5:00:37
2023-04-13 14:49:20,182 semantic_segmentation INFO: Iters: 21090/40000 || Lr: 0.010240 || Task Loss: 0.2127 || KD Loss: 0.2710|| Cost Time: 5:35:05 || Estimated Time: 5:00:27
2023-04-13 14:49:29,254 semantic_segmentation INFO: Iters: 21100/40000 || Lr: 0.010235 || Task Loss: 0.3219 || KD Loss: 0.3045|| Cost Time: 5:35:14 || Estimated Time: 5:00:17
2023-04-13 14:49:38,277 semantic_segmentation INFO: Iters: 21110/40000 || Lr: 0.010230 || Task Loss: 0.2115 || KD Loss: 0.3316|| Cost Time: 5:35:23 || Estimated Time: 5:00:07
2023-04-13 14:49:47,320 semantic_segmentation INFO: Iters: 21120/40000 || Lr: 0.010226 || Task Loss: 0.3392 || KD Loss: 0.3507|| Cost Time: 5:35:32 || Estimated Time: 4:59:57
2023-04-13 14:49:56,343 semantic_segmentation INFO: Iters: 21130/40000 || Lr: 0.010221 || Task Loss: 0.1701 || KD Loss: 0.2698|| Cost Time: 5:35:41 || Estimated Time: 4:59:47
2023-04-13 14:50:05,413 semantic_segmentation INFO: Iters: 21140/40000 || Lr: 0.010216 || Task Loss: 0.2412 || KD Loss: 0.3830|| Cost Time: 5:35:50 || Estimated Time: 4:59:37
2023-04-13 14:50:14,392 semantic_segmentation INFO: Iters: 21150/40000 || Lr: 0.010211 || Task Loss: 0.2569 || KD Loss: 0.2842|| Cost Time: 5:35:59 || Estimated Time: 4:59:27
2023-04-13 14:50:23,397 semantic_segmentation INFO: Iters: 21160/40000 || Lr: 0.010206 || Task Loss: 0.3117 || KD Loss: 0.2966|| Cost Time: 5:36:08 || Estimated Time: 4:59:17
2023-04-13 14:50:32,448 semantic_segmentation INFO: Iters: 21170/40000 || Lr: 0.010201 || Task Loss: 0.2972 || KD Loss: 0.3513|| Cost Time: 5:36:17 || Estimated Time: 4:59:07
2023-04-13 14:50:41,455 semantic_segmentation INFO: Iters: 21180/40000 || Lr: 0.010197 || Task Loss: 0.3264 || KD Loss: 0.3046|| Cost Time: 5:36:27 || Estimated Time: 4:58:57
2023-04-13 14:50:50,323 semantic_segmentation INFO: Iters: 21190/40000 || Lr: 0.010192 || Task Loss: 0.2653 || KD Loss: 0.2937|| Cost Time: 5:36:35 || Estimated Time: 4:58:47
2023-04-13 14:50:59,464 semantic_segmentation INFO: Iters: 21200/40000 || Lr: 0.010187 || Task Loss: 0.2529 || KD Loss: 0.3342|| Cost Time: 5:36:45 || Estimated Time: 4:58:37
2023-04-13 14:50:59,745 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:51:02,041 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.403
2023-04-13 14:51:02,554 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.490
2023-04-13 14:51:02,696 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.496
2023-04-13 14:51:02,791 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.529
2023-04-13 14:51:02,880 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.522
2023-04-13 14:51:02,960 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.527
2023-04-13 14:51:03,033 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.577
2023-04-13 14:51:03,112 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.620
2023-04-13 14:51:03,188 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.623
2023-04-13 14:51:03,259 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.666
2023-04-13 14:51:03,328 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.672
2023-04-13 14:51:03,399 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.694
2023-04-13 14:51:03,473 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.690
2023-04-13 14:51:03,550 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.683
2023-04-13 14:51:03,631 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.683
2023-04-13 14:51:03,706 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.675
2023-04-13 14:51:03,780 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.675
2023-04-13 14:51:03,855 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.678
2023-04-13 14:51:03,930 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.683
2023-04-13 14:51:04,005 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.690
2023-04-13 14:51:04,081 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.689
2023-04-13 14:51:04,154 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.692
2023-04-13 14:51:04,224 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.690
2023-04-13 14:51:04,295 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.697
2023-04-13 14:51:04,372 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.701
2023-04-13 14:51:04,451 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-13 14:51:04,533 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.693
2023-04-13 14:51:04,607 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-13 14:51:04,688 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-13 14:51:04,765 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.679
2023-04-13 14:51:04,841 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.679
2023-04-13 14:51:04,913 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.678
2023-04-13 14:51:04,990 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.678
2023-04-13 14:51:05,065 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.677
2023-04-13 14:51:05,146 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.680
2023-04-13 14:51:05,220 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.681
2023-04-13 14:51:05,294 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.677
2023-04-13 14:51:05,368 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.676
2023-04-13 14:51:05,442 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.669
2023-04-13 14:51:05,512 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.670
2023-04-13 14:51:05,582 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.671
2023-04-13 14:51:05,658 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.671
2023-04-13 14:51:05,734 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.671
2023-04-13 14:51:05,830 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.673
2023-04-13 14:51:05,908 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.672
2023-04-13 14:51:05,985 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.672
2023-04-13 14:51:06,062 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.673
2023-04-13 14:51:06,141 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.672
2023-04-13 14:51:06,216 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.674
2023-04-13 14:51:06,295 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.677
2023-04-13 14:51:06,369 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.676
2023-04-13 14:51:06,444 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.681
2023-04-13 14:51:06,520 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.679
2023-04-13 14:51:06,598 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.683
2023-04-13 14:51:06,672 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.681
2023-04-13 14:51:06,744 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.679
2023-04-13 14:51:06,816 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.679
2023-04-13 14:51:06,895 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.686
2023-04-13 14:51:06,976 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.688
2023-04-13 14:51:07,051 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.686
2023-04-13 14:51:07,128 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.687
2023-04-13 14:51:07,205 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.689
2023-04-13 14:51:07,280 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.687
2023-04-13 14:51:07,353 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.687
2023-04-13 14:51:07,425 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.689
2023-04-13 14:51:07,495 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-13 14:51:07,567 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-13 14:51:07,647 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 14:51:07,721 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 14:51:07,799 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-13 14:51:07,878 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-13 14:51:07,960 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-13 14:51:08,036 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-13 14:51:08,108 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-13 14:51:08,181 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-13 14:51:08,254 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-13 14:51:08,325 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-13 14:51:08,407 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-13 14:51:08,481 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-13 14:51:08,559 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-13 14:51:08,636 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-13 14:51:08,713 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-13 14:51:08,789 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 14:51:08,862 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-13 14:51:08,938 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 14:51:09,015 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 14:51:09,092 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 14:51:09,169 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 14:51:09,247 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 14:51:09,322 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 14:51:09,398 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 14:51:09,467 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 14:51:09,539 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:09,618 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:09,703 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:09,779 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:09,854 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:09,928 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:10,002 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-13 14:51:10,076 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-13 14:51:10,152 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 14:51:10,228 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.671
2023-04-13 14:51:10,300 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-13 14:51:10,380 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-13 14:51:10,458 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-13 14:51:10,536 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 14:51:10,619 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 14:51:10,694 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 14:51:10,768 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 14:51:10,850 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.671
2023-04-13 14:51:10,927 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 14:51:11,000 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.670
2023-04-13 14:51:11,073 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.670
2023-04-13 14:51:11,150 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.670
2023-04-13 14:51:11,224 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.670
2023-04-13 14:51:11,296 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.669
2023-04-13 14:51:11,365 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.670
2023-04-13 14:51:11,440 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 14:51:11,515 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 14:51:11,587 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 14:51:11,659 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 14:51:11,731 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 14:51:11,803 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 14:51:11,882 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 14:51:11,965 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 14:51:12,040 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 14:51:12,117 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:51:12,193 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:51:12,280 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 14:51:12,351 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 14:51:12,422 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 14:51:12,496 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 14:51:12,574 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 14:51:12,654 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 14:51:12,734 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 14:51:12,810 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:12,885 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:12,964 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:13,041 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:51:13,116 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 14:51:13,191 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 14:51:13,267 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 14:51:13,345 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 14:51:13,421 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 14:51:13,493 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 14:51:13,563 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:51:13,636 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:51:13,710 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:51:13,790 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:51:13,866 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 14:51:13,943 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:51:14,019 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:51:14,101 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:51:14,175 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:51:14,252 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 14:51:14,325 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 14:51:14,400 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 14:51:14,477 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 14:51:14,554 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 14:51:14,632 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 14:51:14,712 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 14:51:14,784 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-13 14:51:14,861 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:14,934 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:15,018 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:15,088 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 14:51:15,167 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:15,249 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:15,328 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:51:15,406 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:51:15,483 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:51:15,558 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:51:15,633 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:51:15,717 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:51:15,788 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 14:51:15,862 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:15,937 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:16,013 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:16,086 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:16,160 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:16,238 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:16,313 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 14:51:16,392 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:51:16,473 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:51:16,551 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:51:16,629 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:51:16,705 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:51:16,783 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 14:51:16,857 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:51:16,930 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 14:51:17,006 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:51:17,086 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:51:17,163 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.941, mIoU: 0.678
2023-04-13 14:51:17,240 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:51:17,310 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:51:17,384 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:51:17,464 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 14:51:17,534 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:51:17,609 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:51:17,688 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 14:51:17,765 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 14:51:17,843 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 14:51:17,922 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 14:51:17,997 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 14:51:18,070 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 14:51:18,148 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 14:51:18,219 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 14:51:18,294 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-13 14:51:18,366 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-13 14:51:18,447 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-13 14:51:18,525 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-13 14:51:18,604 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.942, mIoU: 0.676
2023-04-13 14:51:18,693 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-13 14:51:18,778 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-13 14:51:18,866 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-13 14:51:18,942 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-13 14:51:19,016 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-13 14:51:19,089 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-13 14:51:19,158 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-13 14:51:19,226 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-13 14:51:19,292 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-13 14:51:19,357 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-13 14:51:19,423 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-13 14:51:19,488 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-13 14:51:19,552 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.944, mIoU: 0.679
2023-04-13 14:51:19,616 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.944, mIoU: 0.679
2023-04-13 14:51:19,681 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.944, mIoU: 0.680
2023-04-13 14:51:19,745 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.944, mIoU: 0.680
2023-04-13 14:51:19,807 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-13 14:51:19,873 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-13 14:51:19,941 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-13 14:51:20,007 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-13 14:51:20,079 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-13 14:51:20,152 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-13 14:51:20,226 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-13 14:51:20,297 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 14:51:20,366 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 14:51:20,438 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 14:51:20,507 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.943, mIoU: 0.672
2023-04-13 14:51:20,576 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.943, mIoU: 0.672
2023-04-13 14:51:20,645 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 14:51:20,712 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 14:51:20,777 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 14:51:20,844 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 14:51:20,911 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-13 14:51:20,976 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.943, mIoU: 0.675
2023-04-13 14:51:21,041 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-13 14:51:21,104 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-13 14:51:21,170 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-13 14:51:21,235 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-13 14:51:21,517 semantic_segmentation INFO: Overall validation pixAcc: 94.745, mIoU: 67.459
2023-04-13 14:51:30,627 semantic_segmentation INFO: Iters: 21210/40000 || Lr: 0.010182 || Task Loss: 0.2020 || KD Loss: 0.3868|| Cost Time: 5:37:16 || Estimated Time: 4:58:47
2023-04-13 14:51:39,588 semantic_segmentation INFO: Iters: 21220/40000 || Lr: 0.010177 || Task Loss: 0.2485 || KD Loss: 0.3296|| Cost Time: 5:37:25 || Estimated Time: 4:58:36
2023-04-13 14:51:48,430 semantic_segmentation INFO: Iters: 21230/40000 || Lr: 0.010173 || Task Loss: 0.2149 || KD Loss: 0.1893|| Cost Time: 5:37:33 || Estimated Time: 4:58:26
2023-04-13 14:51:57,408 semantic_segmentation INFO: Iters: 21240/40000 || Lr: 0.010168 || Task Loss: 0.2094 || KD Loss: 0.2847|| Cost Time: 5:37:42 || Estimated Time: 4:58:16
2023-04-13 14:52:06,420 semantic_segmentation INFO: Iters: 21250/40000 || Lr: 0.010163 || Task Loss: 0.2163 || KD Loss: 0.3098|| Cost Time: 5:37:51 || Estimated Time: 4:58:06
2023-04-13 14:52:15,320 semantic_segmentation INFO: Iters: 21260/40000 || Lr: 0.010158 || Task Loss: 0.3694 || KD Loss: 0.3715|| Cost Time: 5:38:00 || Estimated Time: 4:57:56
2023-04-13 14:52:24,340 semantic_segmentation INFO: Iters: 21270/40000 || Lr: 0.010153 || Task Loss: 0.2618 || KD Loss: 0.3584|| Cost Time: 5:38:09 || Estimated Time: 4:57:46
2023-04-13 14:52:33,366 semantic_segmentation INFO: Iters: 21280/40000 || Lr: 0.010148 || Task Loss: 0.3730 || KD Loss: 0.3601|| Cost Time: 5:38:18 || Estimated Time: 4:57:36
2023-04-13 14:52:42,307 semantic_segmentation INFO: Iters: 21290/40000 || Lr: 0.010144 || Task Loss: 0.2046 || KD Loss: 0.3085|| Cost Time: 5:38:27 || Estimated Time: 4:57:26
2023-04-13 14:52:51,314 semantic_segmentation INFO: Iters: 21300/40000 || Lr: 0.010139 || Task Loss: 0.3143 || KD Loss: 0.3422|| Cost Time: 5:38:36 || Estimated Time: 4:57:16
2023-04-13 14:53:00,348 semantic_segmentation INFO: Iters: 21310/40000 || Lr: 0.010134 || Task Loss: 0.2436 || KD Loss: 0.3242|| Cost Time: 5:38:45 || Estimated Time: 4:57:06
2023-04-13 14:53:09,336 semantic_segmentation INFO: Iters: 21320/40000 || Lr: 0.010129 || Task Loss: 0.3195 || KD Loss: 0.3697|| Cost Time: 5:38:54 || Estimated Time: 4:56:56
2023-04-13 14:53:18,311 semantic_segmentation INFO: Iters: 21330/40000 || Lr: 0.010124 || Task Loss: 0.2011 || KD Loss: 0.2959|| Cost Time: 5:39:03 || Estimated Time: 4:56:46
2023-04-13 14:53:27,329 semantic_segmentation INFO: Iters: 21340/40000 || Lr: 0.010119 || Task Loss: 0.2677 || KD Loss: 0.3210|| Cost Time: 5:39:12 || Estimated Time: 4:56:36
2023-04-13 14:53:36,170 semantic_segmentation INFO: Iters: 21350/40000 || Lr: 0.010115 || Task Loss: 0.4069 || KD Loss: 0.3917|| Cost Time: 5:39:21 || Estimated Time: 4:56:26
2023-04-13 14:53:45,313 semantic_segmentation INFO: Iters: 21360/40000 || Lr: 0.010110 || Task Loss: 0.2412 || KD Loss: 0.3059|| Cost Time: 5:39:30 || Estimated Time: 4:56:16
2023-04-13 14:53:54,290 semantic_segmentation INFO: Iters: 21370/40000 || Lr: 0.010105 || Task Loss: 0.3267 || KD Loss: 0.3184|| Cost Time: 5:39:39 || Estimated Time: 4:56:06
2023-04-13 14:54:03,406 semantic_segmentation INFO: Iters: 21380/40000 || Lr: 0.010100 || Task Loss: 0.2961 || KD Loss: 0.2898|| Cost Time: 5:39:48 || Estimated Time: 4:55:56
2023-04-13 14:54:12,427 semantic_segmentation INFO: Iters: 21390/40000 || Lr: 0.010095 || Task Loss: 0.1903 || KD Loss: 0.3215|| Cost Time: 5:39:57 || Estimated Time: 4:55:46
2023-04-13 14:54:21,498 semantic_segmentation INFO: Iters: 21400/40000 || Lr: 0.010090 || Task Loss: 0.2895 || KD Loss: 0.3917|| Cost Time: 5:40:07 || Estimated Time: 4:55:36
2023-04-13 14:54:30,543 semantic_segmentation INFO: Iters: 21410/40000 || Lr: 0.010086 || Task Loss: 0.1924 || KD Loss: 0.2996|| Cost Time: 5:40:16 || Estimated Time: 4:55:26
2023-04-13 14:54:39,545 semantic_segmentation INFO: Iters: 21420/40000 || Lr: 0.010081 || Task Loss: 0.2325 || KD Loss: 0.2384|| Cost Time: 5:40:25 || Estimated Time: 4:55:16
2023-04-13 14:54:48,538 semantic_segmentation INFO: Iters: 21430/40000 || Lr: 0.010076 || Task Loss: 0.2567 || KD Loss: 0.3125|| Cost Time: 5:40:34 || Estimated Time: 4:55:06
2023-04-13 14:54:57,573 semantic_segmentation INFO: Iters: 21440/40000 || Lr: 0.010071 || Task Loss: 0.2327 || KD Loss: 0.2823|| Cost Time: 5:40:43 || Estimated Time: 4:54:56
2023-04-13 14:55:06,631 semantic_segmentation INFO: Iters: 21450/40000 || Lr: 0.010066 || Task Loss: 0.2146 || KD Loss: 0.3464|| Cost Time: 5:40:52 || Estimated Time: 4:54:46
2023-04-13 14:55:15,696 semantic_segmentation INFO: Iters: 21460/40000 || Lr: 0.010061 || Task Loss: 0.2312 || KD Loss: 0.2503|| Cost Time: 5:41:01 || Estimated Time: 4:54:36
2023-04-13 14:55:24,660 semantic_segmentation INFO: Iters: 21470/40000 || Lr: 0.010057 || Task Loss: 0.2631 || KD Loss: 0.2819|| Cost Time: 5:41:10 || Estimated Time: 4:54:26
2023-04-13 14:55:33,704 semantic_segmentation INFO: Iters: 21480/40000 || Lr: 0.010052 || Task Loss: 0.2212 || KD Loss: 0.3327|| Cost Time: 5:41:19 || Estimated Time: 4:54:16
2023-04-13 14:55:42,524 semantic_segmentation INFO: Iters: 21490/40000 || Lr: 0.010047 || Task Loss: 0.2250 || KD Loss: 0.2447|| Cost Time: 5:41:28 || Estimated Time: 4:54:06
2023-04-13 14:55:51,623 semantic_segmentation INFO: Iters: 21500/40000 || Lr: 0.010042 || Task Loss: 0.2651 || KD Loss: 0.3137|| Cost Time: 5:41:37 || Estimated Time: 4:53:56
2023-04-13 14:56:00,686 semantic_segmentation INFO: Iters: 21510/40000 || Lr: 0.010037 || Task Loss: 0.4281 || KD Loss: 0.4151|| Cost Time: 5:41:46 || Estimated Time: 4:53:46
2023-04-13 14:56:09,723 semantic_segmentation INFO: Iters: 21520/40000 || Lr: 0.010032 || Task Loss: 0.2050 || KD Loss: 0.2919|| Cost Time: 5:41:55 || Estimated Time: 4:53:36
2023-04-13 14:56:18,738 semantic_segmentation INFO: Iters: 21530/40000 || Lr: 0.010028 || Task Loss: 0.2999 || KD Loss: 0.2878|| Cost Time: 5:42:04 || Estimated Time: 4:53:26
2023-04-13 14:56:27,642 semantic_segmentation INFO: Iters: 21540/40000 || Lr: 0.010023 || Task Loss: 0.2732 || KD Loss: 0.2789|| Cost Time: 5:42:13 || Estimated Time: 4:53:16
2023-04-13 14:56:36,595 semantic_segmentation INFO: Iters: 21550/40000 || Lr: 0.010018 || Task Loss: 0.2778 || KD Loss: 0.3133|| Cost Time: 5:42:22 || Estimated Time: 4:53:06
2023-04-13 14:56:45,729 semantic_segmentation INFO: Iters: 21560/40000 || Lr: 0.010013 || Task Loss: 0.3862 || KD Loss: 0.3412|| Cost Time: 5:42:31 || Estimated Time: 4:52:57
2023-04-13 14:56:54,780 semantic_segmentation INFO: Iters: 21570/40000 || Lr: 0.010008 || Task Loss: 0.2291 || KD Loss: 0.2447|| Cost Time: 5:42:40 || Estimated Time: 4:52:47
2023-04-13 14:57:03,849 semantic_segmentation INFO: Iters: 21580/40000 || Lr: 0.010003 || Task Loss: 0.1892 || KD Loss: 0.3245|| Cost Time: 5:42:49 || Estimated Time: 4:52:37
2023-04-13 14:57:12,926 semantic_segmentation INFO: Iters: 21590/40000 || Lr: 0.009998 || Task Loss: 0.2017 || KD Loss: 0.2964|| Cost Time: 5:42:58 || Estimated Time: 4:52:27
2023-04-13 14:57:21,943 semantic_segmentation INFO: Iters: 21600/40000 || Lr: 0.009994 || Task Loss: 0.2640 || KD Loss: 0.3475|| Cost Time: 5:43:07 || Estimated Time: 4:52:17
2023-04-13 14:57:22,222 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 14:57:24,806 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.396
2023-04-13 14:57:24,949 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.506
2023-04-13 14:57:25,059 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.521
2023-04-13 14:57:25,168 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.544
2023-04-13 14:57:25,266 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.534
2023-04-13 14:57:25,350 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.536
2023-04-13 14:57:25,433 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.525
2023-04-13 14:57:25,514 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.546
2023-04-13 14:57:25,599 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.590
2023-04-13 14:57:25,678 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.642
2023-04-13 14:57:25,748 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.648
2023-04-13 14:57:25,821 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.664
2023-04-13 14:57:25,901 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.671
2023-04-13 14:57:25,973 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.669
2023-04-13 14:57:26,046 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.636
2023-04-13 14:57:26,127 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.627
2023-04-13 14:57:26,208 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.631
2023-04-13 14:57:26,283 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.632
2023-04-13 14:57:26,359 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.645
2023-04-13 14:57:26,435 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.654
2023-04-13 14:57:26,506 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.657
2023-04-13 14:57:26,574 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.681
2023-04-13 14:57:26,645 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.680
2023-04-13 14:57:26,725 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.686
2023-04-13 14:57:26,801 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-13 14:57:26,875 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-13 14:57:26,952 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.693
2023-04-13 14:57:27,028 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 14:57:27,105 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.689
2023-04-13 14:57:27,191 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 14:57:27,262 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:57:27,335 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:57:27,410 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.709
2023-04-13 14:57:27,488 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 14:57:27,564 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 14:57:27,641 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 14:57:27,718 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-13 14:57:27,790 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 14:57:27,862 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-13 14:57:27,935 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 14:57:28,003 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 14:57:28,074 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 14:57:28,147 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 14:57:28,223 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-13 14:57:28,303 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 14:57:28,387 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 14:57:28,469 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.702
2023-04-13 14:57:28,543 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 14:57:28,619 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.703
2023-04-13 14:57:28,698 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-13 14:57:28,771 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 14:57:28,841 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 14:57:28,915 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 14:57:28,994 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 14:57:29,074 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 14:57:29,155 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 14:57:29,230 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 14:57:29,303 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-13 14:57:29,378 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 14:57:29,454 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.708
2023-04-13 14:57:29,531 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 14:57:29,610 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 14:57:29,694 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 14:57:29,768 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 14:57:29,844 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 14:57:29,920 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 14:57:29,992 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-13 14:57:30,066 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.711
2023-04-13 14:57:30,142 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.710
2023-04-13 14:57:30,224 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-13 14:57:30,303 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-13 14:57:30,380 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.711
2023-04-13 14:57:30,457 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-13 14:57:30,532 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-13 14:57:30,601 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 14:57:30,677 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 14:57:30,750 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 14:57:30,827 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 14:57:30,905 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 14:57:30,980 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 14:57:31,056 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.715
2023-04-13 14:57:31,139 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.714
2023-04-13 14:57:31,213 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.714
2023-04-13 14:57:31,281 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.711
2023-04-13 14:57:31,350 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.707
2023-04-13 14:57:31,416 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.707
2023-04-13 14:57:31,501 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.707
2023-04-13 14:57:31,578 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.707
2023-04-13 14:57:31,658 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.707
2023-04-13 14:57:31,738 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.706
2023-04-13 14:57:31,816 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-13 14:57:31,889 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.713
2023-04-13 14:57:31,966 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.713
2023-04-13 14:57:32,036 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-13 14:57:32,107 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-13 14:57:32,177 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-13 14:57:32,251 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 14:57:32,323 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 14:57:32,399 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-13 14:57:32,477 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.713
2023-04-13 14:57:32,554 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.712
2023-04-13 14:57:32,629 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.711
2023-04-13 14:57:32,700 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.711
2023-04-13 14:57:32,776 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.711
2023-04-13 14:57:32,846 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.711
2023-04-13 14:57:32,920 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.711
2023-04-13 14:57:32,995 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.711
2023-04-13 14:57:33,068 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.712
2023-04-13 14:57:33,143 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.712
2023-04-13 14:57:33,222 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.711
2023-04-13 14:57:33,302 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.711
2023-04-13 14:57:33,381 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.711
2023-04-13 14:57:33,458 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.711
2023-04-13 14:57:33,531 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.711
2023-04-13 14:57:33,607 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.710
2023-04-13 14:57:33,676 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.710
2023-04-13 14:57:33,748 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.714
2023-04-13 14:57:33,824 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.714
2023-04-13 14:57:33,898 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.716
2023-04-13 14:57:33,972 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.715
2023-04-13 14:57:34,050 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.715
2023-04-13 14:57:34,128 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.715
2023-04-13 14:57:34,206 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.714
2023-04-13 14:57:34,282 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.716
2023-04-13 14:57:34,356 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.716
2023-04-13 14:57:34,430 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.715
2023-04-13 14:57:34,500 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.716
2023-04-13 14:57:34,573 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.716
2023-04-13 14:57:34,654 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.717
2023-04-13 14:57:34,729 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.717
2023-04-13 14:57:34,808 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.717
2023-04-13 14:57:34,884 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.717
2023-04-13 14:57:34,956 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.716
2023-04-13 14:57:35,031 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.716
2023-04-13 14:57:35,104 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.717
2023-04-13 14:57:35,178 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.717
2023-04-13 14:57:35,254 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.717
2023-04-13 14:57:35,336 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.717
2023-04-13 14:57:35,415 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.716
2023-04-13 14:57:35,491 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.718
2023-04-13 14:57:35,569 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:35,648 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:35,725 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.718
2023-04-13 14:57:35,798 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:35,874 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.718
2023-04-13 14:57:35,949 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.720
2023-04-13 14:57:36,026 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.720
2023-04-13 14:57:36,102 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.720
2023-04-13 14:57:36,174 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:36,244 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:36,317 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:36,389 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:36,459 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:36,531 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:36,616 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-13 14:57:36,692 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.939, mIoU: 0.720
2023-04-13 14:57:36,770 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.939, mIoU: 0.720
2023-04-13 14:57:36,852 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.939, mIoU: 0.720
2023-04-13 14:57:36,932 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.720
2023-04-13 14:57:37,005 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-13 14:57:37,078 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 14:57:37,150 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.717
2023-04-13 14:57:37,225 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.716
2023-04-13 14:57:37,296 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.716
2023-04-13 14:57:37,368 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.939, mIoU: 0.716
2023-04-13 14:57:37,440 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.716
2023-04-13 14:57:37,517 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 14:57:37,597 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 14:57:37,679 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 14:57:37,756 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 14:57:37,832 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 14:57:37,909 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 14:57:37,980 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 14:57:38,052 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 14:57:38,125 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 14:57:38,204 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 14:57:38,278 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 14:57:38,352 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 14:57:38,430 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 14:57:38,506 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 14:57:38,578 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 14:57:38,648 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 14:57:38,723 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 14:57:38,797 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 14:57:38,867 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 14:57:38,938 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 14:57:39,009 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 14:57:39,079 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 14:57:39,154 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 14:57:39,235 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 14:57:39,315 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:39,391 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:39,469 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:39,546 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:39,619 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:39,687 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:39,759 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:39,838 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:39,918 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:39,992 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:40,071 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:40,148 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:40,225 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:40,300 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:40,378 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:40,450 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:40,521 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 14:57:40,595 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:40,675 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:40,752 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:40,832 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:40,905 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 14:57:40,976 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 14:57:41,049 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 14:57:41,124 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 14:57:41,196 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 14:57:41,272 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 14:57:41,345 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 14:57:41,421 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 14:57:41,496 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 14:57:41,569 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 14:57:41,642 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:41,713 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:41,783 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:41,850 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:41,917 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:41,983 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:42,048 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:42,113 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:42,178 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:42,242 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 14:57:42,304 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 14:57:42,368 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 14:57:42,432 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 14:57:42,499 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 14:57:42,566 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 14:57:42,635 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 14:57:42,710 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 14:57:42,784 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 14:57:42,856 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 14:57:42,927 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 14:57:42,997 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 14:57:43,063 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-13 14:57:43,132 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:43,201 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:43,268 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 14:57:43,334 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 14:57:43,398 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 14:57:43,465 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:43,531 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 14:57:44,216 semantic_segmentation INFO: Overall validation pixAcc: 94.761, mIoU: 71.758
2023-04-13 14:57:53,432 semantic_segmentation INFO: Iters: 21610/40000 || Lr: 0.009989 || Task Loss: 0.3678 || KD Loss: 0.3551|| Cost Time: 5:43:38 || Estimated Time: 4:52:26
2023-04-13 14:58:02,359 semantic_segmentation INFO: Iters: 21620/40000 || Lr: 0.009984 || Task Loss: 0.2539 || KD Loss: 0.2827|| Cost Time: 5:43:47 || Estimated Time: 4:52:16
2023-04-13 14:58:11,343 semantic_segmentation INFO: Iters: 21630/40000 || Lr: 0.009979 || Task Loss: 0.4909 || KD Loss: 0.3582|| Cost Time: 5:43:56 || Estimated Time: 4:52:06
2023-04-13 14:58:20,310 semantic_segmentation INFO: Iters: 21640/40000 || Lr: 0.009974 || Task Loss: 0.3065 || KD Loss: 0.4231|| Cost Time: 5:44:05 || Estimated Time: 4:51:56
2023-04-13 14:58:29,236 semantic_segmentation INFO: Iters: 21650/40000 || Lr: 0.009969 || Task Loss: 0.2809 || KD Loss: 0.3122|| Cost Time: 5:44:14 || Estimated Time: 4:51:46
2023-04-13 14:58:38,228 semantic_segmentation INFO: Iters: 21660/40000 || Lr: 0.009965 || Task Loss: 0.2647 || KD Loss: 0.3170|| Cost Time: 5:44:23 || Estimated Time: 4:51:36
2023-04-13 14:58:47,169 semantic_segmentation INFO: Iters: 21670/40000 || Lr: 0.009960 || Task Loss: 0.3249 || KD Loss: 0.3654|| Cost Time: 5:44:32 || Estimated Time: 4:51:26
2023-04-13 14:58:56,194 semantic_segmentation INFO: Iters: 21680/40000 || Lr: 0.009955 || Task Loss: 0.1751 || KD Loss: 0.2768|| Cost Time: 5:44:41 || Estimated Time: 4:51:16
2023-04-13 14:59:05,069 semantic_segmentation INFO: Iters: 21690/40000 || Lr: 0.009950 || Task Loss: 0.2668 || KD Loss: 0.2709|| Cost Time: 5:44:50 || Estimated Time: 4:51:06
2023-04-13 14:59:14,144 semantic_segmentation INFO: Iters: 21700/40000 || Lr: 0.009945 || Task Loss: 0.2217 || KD Loss: 0.2751|| Cost Time: 5:44:59 || Estimated Time: 4:50:56
2023-04-13 14:59:23,173 semantic_segmentation INFO: Iters: 21710/40000 || Lr: 0.009940 || Task Loss: 0.2529 || KD Loss: 0.3202|| Cost Time: 5:45:08 || Estimated Time: 4:50:46
2023-04-13 14:59:32,176 semantic_segmentation INFO: Iters: 21720/40000 || Lr: 0.009936 || Task Loss: 0.2432 || KD Loss: 0.3133|| Cost Time: 5:45:17 || Estimated Time: 4:50:36
2023-04-13 14:59:41,192 semantic_segmentation INFO: Iters: 21730/40000 || Lr: 0.009931 || Task Loss: 0.2496 || KD Loss: 0.2931|| Cost Time: 5:45:26 || Estimated Time: 4:50:26
2023-04-13 14:59:50,146 semantic_segmentation INFO: Iters: 21740/40000 || Lr: 0.009926 || Task Loss: 0.2570 || KD Loss: 0.3804|| Cost Time: 5:45:35 || Estimated Time: 4:50:16
2023-04-13 14:59:59,123 semantic_segmentation INFO: Iters: 21750/40000 || Lr: 0.009921 || Task Loss: 0.5023 || KD Loss: 0.4910|| Cost Time: 5:45:44 || Estimated Time: 4:50:06
2023-04-13 15:00:08,109 semantic_segmentation INFO: Iters: 21760/40000 || Lr: 0.009916 || Task Loss: 0.2633 || KD Loss: 0.2356|| Cost Time: 5:45:53 || Estimated Time: 4:49:56
2023-04-13 15:00:17,160 semantic_segmentation INFO: Iters: 21770/40000 || Lr: 0.009911 || Task Loss: 0.2666 || KD Loss: 0.2554|| Cost Time: 5:46:02 || Estimated Time: 4:49:46
2023-04-13 15:00:26,147 semantic_segmentation INFO: Iters: 21780/40000 || Lr: 0.009907 || Task Loss: 0.2530 || KD Loss: 0.2494|| Cost Time: 5:46:11 || Estimated Time: 4:49:36
2023-04-13 15:00:35,160 semantic_segmentation INFO: Iters: 21790/40000 || Lr: 0.009902 || Task Loss: 0.3577 || KD Loss: 0.4069|| Cost Time: 5:46:20 || Estimated Time: 4:49:26
2023-04-13 15:00:44,128 semantic_segmentation INFO: Iters: 21800/40000 || Lr: 0.009897 || Task Loss: 0.3859 || KD Loss: 0.3620|| Cost Time: 5:46:29 || Estimated Time: 4:49:16
2023-04-13 15:00:53,129 semantic_segmentation INFO: Iters: 21810/40000 || Lr: 0.009892 || Task Loss: 0.2464 || KD Loss: 0.3153|| Cost Time: 5:46:38 || Estimated Time: 4:49:06
2023-04-13 15:01:02,205 semantic_segmentation INFO: Iters: 21820/40000 || Lr: 0.009887 || Task Loss: 0.2545 || KD Loss: 0.3544|| Cost Time: 5:46:47 || Estimated Time: 4:48:56
2023-04-13 15:01:11,231 semantic_segmentation INFO: Iters: 21830/40000 || Lr: 0.009882 || Task Loss: 0.2262 || KD Loss: 0.2967|| Cost Time: 5:46:56 || Estimated Time: 4:48:46
2023-04-13 15:01:20,323 semantic_segmentation INFO: Iters: 21840/40000 || Lr: 0.009877 || Task Loss: 0.3946 || KD Loss: 0.3434|| Cost Time: 5:47:05 || Estimated Time: 4:48:36
2023-04-13 15:01:29,362 semantic_segmentation INFO: Iters: 21850/40000 || Lr: 0.009873 || Task Loss: 0.3425 || KD Loss: 0.3508|| Cost Time: 5:47:14 || Estimated Time: 4:48:26
2023-04-13 15:01:38,432 semantic_segmentation INFO: Iters: 21860/40000 || Lr: 0.009868 || Task Loss: 0.3301 || KD Loss: 0.3471|| Cost Time: 5:47:23 || Estimated Time: 4:48:16
2023-04-13 15:01:47,432 semantic_segmentation INFO: Iters: 21870/40000 || Lr: 0.009863 || Task Loss: 0.3351 || KD Loss: 0.2915|| Cost Time: 5:47:32 || Estimated Time: 4:48:06
2023-04-13 15:01:56,406 semantic_segmentation INFO: Iters: 21880/40000 || Lr: 0.009858 || Task Loss: 0.3039 || KD Loss: 0.3229|| Cost Time: 5:47:41 || Estimated Time: 4:47:56
2023-04-13 15:02:05,455 semantic_segmentation INFO: Iters: 21890/40000 || Lr: 0.009853 || Task Loss: 0.2300 || KD Loss: 0.3101|| Cost Time: 5:47:51 || Estimated Time: 4:47:46
2023-04-13 15:02:14,490 semantic_segmentation INFO: Iters: 21900/40000 || Lr: 0.009848 || Task Loss: 0.2130 || KD Loss: 0.2782|| Cost Time: 5:48:00 || Estimated Time: 4:47:36
2023-04-13 15:02:23,439 semantic_segmentation INFO: Iters: 21910/40000 || Lr: 0.009844 || Task Loss: 0.3129 || KD Loss: 0.3148|| Cost Time: 5:48:08 || Estimated Time: 4:47:26
2023-04-13 15:02:32,443 semantic_segmentation INFO: Iters: 21920/40000 || Lr: 0.009839 || Task Loss: 0.2423 || KD Loss: 0.3368|| Cost Time: 5:48:17 || Estimated Time: 4:47:16
2023-04-13 15:02:41,538 semantic_segmentation INFO: Iters: 21930/40000 || Lr: 0.009834 || Task Loss: 0.2006 || KD Loss: 0.2665|| Cost Time: 5:48:27 || Estimated Time: 4:47:06
2023-04-13 15:02:50,548 semantic_segmentation INFO: Iters: 21940/40000 || Lr: 0.009829 || Task Loss: 0.3060 || KD Loss: 0.2720|| Cost Time: 5:48:36 || Estimated Time: 4:46:56
2023-04-13 15:02:59,592 semantic_segmentation INFO: Iters: 21950/40000 || Lr: 0.009824 || Task Loss: 0.2614 || KD Loss: 0.3625|| Cost Time: 5:48:45 || Estimated Time: 4:46:47
2023-04-13 15:03:08,573 semantic_segmentation INFO: Iters: 21960/40000 || Lr: 0.009819 || Task Loss: 0.2632 || KD Loss: 0.3193|| Cost Time: 5:48:54 || Estimated Time: 4:46:37
2023-04-13 15:03:17,455 semantic_segmentation INFO: Iters: 21970/40000 || Lr: 0.009814 || Task Loss: 0.3002 || KD Loss: 0.2917|| Cost Time: 5:49:03 || Estimated Time: 4:46:26
2023-04-13 15:03:26,569 semantic_segmentation INFO: Iters: 21980/40000 || Lr: 0.009810 || Task Loss: 0.2966 || KD Loss: 0.2562|| Cost Time: 5:49:12 || Estimated Time: 4:46:17
2023-04-13 15:03:35,587 semantic_segmentation INFO: Iters: 21990/40000 || Lr: 0.009805 || Task Loss: 0.2089 || KD Loss: 0.3104|| Cost Time: 5:49:21 || Estimated Time: 4:46:07
2023-04-13 15:03:44,621 semantic_segmentation INFO: Iters: 22000/40000 || Lr: 0.009800 || Task Loss: 0.2434 || KD Loss: 0.3072|| Cost Time: 5:49:30 || Estimated Time: 4:45:57
2023-04-13 15:03:44,925 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 15:03:47,522 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.406
2023-04-13 15:03:47,650 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.484
2023-04-13 15:03:47,886 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.497
2023-04-13 15:03:47,962 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.525
2023-04-13 15:03:48,040 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.519
2023-04-13 15:03:48,114 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.523
2023-04-13 15:03:48,189 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.528
2023-04-13 15:03:48,265 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.558
2023-04-13 15:03:48,341 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.610
2023-04-13 15:03:48,416 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.653
2023-04-13 15:03:48,504 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.664
2023-04-13 15:03:48,586 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.673
2023-04-13 15:03:48,663 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.679
2023-04-13 15:03:48,735 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.664
2023-04-13 15:03:48,812 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.662
2023-04-13 15:03:48,885 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.654
2023-04-13 15:03:48,961 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.659
2023-04-13 15:03:49,044 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.658
2023-04-13 15:03:49,116 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.668
2023-04-13 15:03:49,189 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.676
2023-04-13 15:03:49,260 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.678
2023-04-13 15:03:49,331 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.690
2023-04-13 15:03:49,403 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.688
2023-04-13 15:03:49,473 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.697
2023-04-13 15:03:49,543 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-13 15:03:49,614 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-13 15:03:49,690 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 15:03:49,769 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-13 15:03:49,847 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-13 15:03:49,928 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 15:03:50,006 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-13 15:03:50,087 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-13 15:03:50,164 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-13 15:03:50,240 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-13 15:03:50,312 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-13 15:03:50,386 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-13 15:03:50,461 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-13 15:03:50,537 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-13 15:03:50,611 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-13 15:03:50,691 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-13 15:03:50,765 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 15:03:50,835 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.689
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2023-04-13 15:03:50,980 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.691
2023-04-13 15:03:51,056 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.690
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2023-04-13 15:03:51,206 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.684
2023-04-13 15:03:51,284 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.683
2023-04-13 15:03:51,368 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.688
2023-04-13 15:03:51,448 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.691
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2023-04-13 15:03:51,599 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.680
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2023-04-13 15:03:51,747 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.681
2023-04-13 15:03:51,823 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-13 15:03:51,906 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.682
2023-04-13 15:03:51,987 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.682
2023-04-13 15:03:52,067 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-13 15:03:52,141 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-13 15:03:52,215 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.690
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2023-04-13 15:03:52,368 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 15:03:52,445 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-13 15:03:52,523 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 15:03:52,604 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.700
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2023-04-13 15:03:52,826 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.699
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2023-04-13 15:03:52,981 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.697
2023-04-13 15:03:53,058 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.698
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2023-04-13 15:03:54,090 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.690
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2023-04-13 15:03:54,240 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:03:54,315 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.689
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2023-04-13 15:03:54,468 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.689
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2023-04-13 15:03:54,616 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.667
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2023-04-13 15:04:05,558 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 15:04:05,627 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 15:04:05,696 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 15:04:05,765 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-13 15:04:05,832 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-13 15:04:05,896 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 15:04:05,962 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.940, mIoU: 0.672
2023-04-13 15:04:06,031 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 15:04:06,101 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.940, mIoU: 0.674
2023-04-13 15:04:06,170 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-13 15:04:06,236 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.940, mIoU: 0.672
2023-04-13 15:04:06,304 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.940, mIoU: 0.672
2023-04-13 15:04:06,373 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.940, mIoU: 0.672
2023-04-13 15:04:06,666 semantic_segmentation INFO: Overall validation pixAcc: 94.530, mIoU: 67.842
2023-04-13 15:04:15,726 semantic_segmentation INFO: Iters: 22010/40000 || Lr: 0.009795 || Task Loss: 0.3291 || KD Loss: 0.3640|| Cost Time: 5:50:01 || Estimated Time: 4:46:05
2023-04-13 15:04:24,574 semantic_segmentation INFO: Iters: 22020/40000 || Lr: 0.009790 || Task Loss: 0.2090 || KD Loss: 0.3113|| Cost Time: 5:50:10 || Estimated Time: 4:45:55
2023-04-13 15:04:33,580 semantic_segmentation INFO: Iters: 22030/40000 || Lr: 0.009785 || Task Loss: 0.2271 || KD Loss: 0.3051|| Cost Time: 5:50:19 || Estimated Time: 4:45:45
2023-04-13 15:04:42,570 semantic_segmentation INFO: Iters: 22040/40000 || Lr: 0.009780 || Task Loss: 0.2145 || KD Loss: 0.2830|| Cost Time: 5:50:28 || Estimated Time: 4:45:35
2023-04-13 15:04:51,393 semantic_segmentation INFO: Iters: 22050/40000 || Lr: 0.009776 || Task Loss: 0.2720 || KD Loss: 0.2442|| Cost Time: 5:50:36 || Estimated Time: 4:45:25
2023-04-13 15:05:00,293 semantic_segmentation INFO: Iters: 22060/40000 || Lr: 0.009771 || Task Loss: 0.2444 || KD Loss: 0.2379|| Cost Time: 5:50:45 || Estimated Time: 4:45:15
2023-04-13 15:05:09,304 semantic_segmentation INFO: Iters: 22070/40000 || Lr: 0.009766 || Task Loss: 0.2805 || KD Loss: 0.3468|| Cost Time: 5:50:54 || Estimated Time: 4:45:05
2023-04-13 15:05:18,223 semantic_segmentation INFO: Iters: 22080/40000 || Lr: 0.009761 || Task Loss: 0.2555 || KD Loss: 0.2882|| Cost Time: 5:51:03 || Estimated Time: 4:44:55
2023-04-13 15:05:27,097 semantic_segmentation INFO: Iters: 22090/40000 || Lr: 0.009756 || Task Loss: 0.3467 || KD Loss: 0.2842|| Cost Time: 5:51:12 || Estimated Time: 4:44:44
2023-04-13 15:05:36,117 semantic_segmentation INFO: Iters: 22100/40000 || Lr: 0.009751 || Task Loss: 0.2682 || KD Loss: 0.2840|| Cost Time: 5:51:21 || Estimated Time: 4:44:34
2023-04-13 15:05:45,099 semantic_segmentation INFO: Iters: 22110/40000 || Lr: 0.009747 || Task Loss: 0.3255 || KD Loss: 0.3484|| Cost Time: 5:51:30 || Estimated Time: 4:44:24
2023-04-13 15:05:54,036 semantic_segmentation INFO: Iters: 22120/40000 || Lr: 0.009742 || Task Loss: 0.2124 || KD Loss: 0.2411|| Cost Time: 5:51:39 || Estimated Time: 4:44:14
2023-04-13 15:06:03,047 semantic_segmentation INFO: Iters: 22130/40000 || Lr: 0.009737 || Task Loss: 0.2789 || KD Loss: 0.3754|| Cost Time: 5:51:48 || Estimated Time: 4:44:04
2023-04-13 15:06:11,843 semantic_segmentation INFO: Iters: 22140/40000 || Lr: 0.009732 || Task Loss: 0.4028 || KD Loss: 0.4467|| Cost Time: 5:51:57 || Estimated Time: 4:43:54
2023-04-13 15:06:20,899 semantic_segmentation INFO: Iters: 22150/40000 || Lr: 0.009727 || Task Loss: 0.2913 || KD Loss: 0.3191|| Cost Time: 5:52:06 || Estimated Time: 4:43:44
2023-04-13 15:06:29,686 semantic_segmentation INFO: Iters: 22160/40000 || Lr: 0.009722 || Task Loss: 0.2901 || KD Loss: 0.3431|| Cost Time: 5:52:15 || Estimated Time: 4:43:34
2023-04-13 15:06:38,802 semantic_segmentation INFO: Iters: 22170/40000 || Lr: 0.009717 || Task Loss: 0.3235 || KD Loss: 0.3561|| Cost Time: 5:52:24 || Estimated Time: 4:43:24
2023-04-13 15:06:47,807 semantic_segmentation INFO: Iters: 22180/40000 || Lr: 0.009713 || Task Loss: 0.2067 || KD Loss: 0.3218|| Cost Time: 5:52:33 || Estimated Time: 4:43:14
2023-04-13 15:06:56,816 semantic_segmentation INFO: Iters: 22190/40000 || Lr: 0.009708 || Task Loss: 0.2999 || KD Loss: 0.3538|| Cost Time: 5:52:42 || Estimated Time: 4:43:04
2023-04-13 15:07:05,748 semantic_segmentation INFO: Iters: 22200/40000 || Lr: 0.009703 || Task Loss: 0.2572 || KD Loss: 0.3246|| Cost Time: 5:52:51 || Estimated Time: 4:42:54
2023-04-13 15:07:14,782 semantic_segmentation INFO: Iters: 22210/40000 || Lr: 0.009698 || Task Loss: 0.2375 || KD Loss: 0.2801|| Cost Time: 5:53:00 || Estimated Time: 4:42:45
2023-04-13 15:07:23,763 semantic_segmentation INFO: Iters: 22220/40000 || Lr: 0.009693 || Task Loss: 0.1752 || KD Loss: 0.3100|| Cost Time: 5:53:09 || Estimated Time: 4:42:35
2023-04-13 15:07:32,774 semantic_segmentation INFO: Iters: 22230/40000 || Lr: 0.009688 || Task Loss: 0.2100 || KD Loss: 0.3241|| Cost Time: 5:53:18 || Estimated Time: 4:42:25
2023-04-13 15:07:41,788 semantic_segmentation INFO: Iters: 22240/40000 || Lr: 0.009683 || Task Loss: 0.1886 || KD Loss: 0.2318|| Cost Time: 5:53:27 || Estimated Time: 4:42:15
2023-04-13 15:07:50,704 semantic_segmentation INFO: Iters: 22250/40000 || Lr: 0.009679 || Task Loss: 0.2764 || KD Loss: 0.2530|| Cost Time: 5:53:36 || Estimated Time: 4:42:05
2023-04-13 15:07:59,771 semantic_segmentation INFO: Iters: 22260/40000 || Lr: 0.009674 || Task Loss: 0.2273 || KD Loss: 0.3569|| Cost Time: 5:53:45 || Estimated Time: 4:41:55
2023-04-13 15:08:08,757 semantic_segmentation INFO: Iters: 22270/40000 || Lr: 0.009669 || Task Loss: 0.2228 || KD Loss: 0.2884|| Cost Time: 5:53:54 || Estimated Time: 4:41:45
2023-04-13 15:08:17,638 semantic_segmentation INFO: Iters: 22280/40000 || Lr: 0.009664 || Task Loss: 0.2764 || KD Loss: 0.2966|| Cost Time: 5:54:03 || Estimated Time: 4:41:35
2023-04-13 15:08:26,694 semantic_segmentation INFO: Iters: 22290/40000 || Lr: 0.009659 || Task Loss: 0.2036 || KD Loss: 0.3222|| Cost Time: 5:54:12 || Estimated Time: 4:41:25
2023-04-13 15:08:35,627 semantic_segmentation INFO: Iters: 22300/40000 || Lr: 0.009654 || Task Loss: 0.1817 || KD Loss: 0.2446|| Cost Time: 5:54:21 || Estimated Time: 4:41:15
2023-04-13 15:08:44,648 semantic_segmentation INFO: Iters: 22310/40000 || Lr: 0.009649 || Task Loss: 0.2894 || KD Loss: 0.3130|| Cost Time: 5:54:30 || Estimated Time: 4:41:05
2023-04-13 15:08:53,552 semantic_segmentation INFO: Iters: 22320/40000 || Lr: 0.009645 || Task Loss: 0.2824 || KD Loss: 0.3090|| Cost Time: 5:54:39 || Estimated Time: 4:40:55
2023-04-13 15:09:02,608 semantic_segmentation INFO: Iters: 22330/40000 || Lr: 0.009640 || Task Loss: 0.2576 || KD Loss: 0.2351|| Cost Time: 5:54:48 || Estimated Time: 4:40:45
2023-04-13 15:09:11,585 semantic_segmentation INFO: Iters: 22340/40000 || Lr: 0.009635 || Task Loss: 0.2755 || KD Loss: 0.2147|| Cost Time: 5:54:57 || Estimated Time: 4:40:35
2023-04-13 15:09:20,559 semantic_segmentation INFO: Iters: 22350/40000 || Lr: 0.009630 || Task Loss: 0.1815 || KD Loss: 0.2602|| Cost Time: 5:55:06 || Estimated Time: 4:40:25
2023-04-13 15:09:29,563 semantic_segmentation INFO: Iters: 22360/40000 || Lr: 0.009625 || Task Loss: 0.2578 || KD Loss: 0.2555|| Cost Time: 5:55:15 || Estimated Time: 4:40:15
2023-04-13 15:09:38,509 semantic_segmentation INFO: Iters: 22370/40000 || Lr: 0.009620 || Task Loss: 0.2346 || KD Loss: 0.3454|| Cost Time: 5:55:24 || Estimated Time: 4:40:05
2023-04-13 15:09:47,509 semantic_segmentation INFO: Iters: 22380/40000 || Lr: 0.009615 || Task Loss: 0.1870 || KD Loss: 0.2373|| Cost Time: 5:55:33 || Estimated Time: 4:39:55
2023-04-13 15:09:56,541 semantic_segmentation INFO: Iters: 22390/40000 || Lr: 0.009611 || Task Loss: 0.2491 || KD Loss: 0.2636|| Cost Time: 5:55:42 || Estimated Time: 4:39:45
2023-04-13 15:10:05,539 semantic_segmentation INFO: Iters: 22400/40000 || Lr: 0.009606 || Task Loss: 0.1723 || KD Loss: 0.2531|| Cost Time: 5:55:51 || Estimated Time: 4:39:35
2023-04-13 15:10:05,842 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 15:10:08,641 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.408
2023-04-13 15:10:08,743 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.504
2023-04-13 15:10:08,837 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.502
2023-04-13 15:10:08,919 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.528
2023-04-13 15:10:08,998 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.537
2023-04-13 15:10:09,081 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.541
2023-04-13 15:10:09,157 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.579
2023-04-13 15:10:09,230 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.614
2023-04-13 15:10:09,300 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.658
2023-04-13 15:10:09,371 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.710
2023-04-13 15:10:09,443 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.709
2023-04-13 15:10:09,533 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.738
2023-04-13 15:10:09,622 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.739
2023-04-13 15:10:09,700 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.726
2023-04-13 15:10:09,778 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.725
2023-04-13 15:10:09,851 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.715
2023-04-13 15:10:09,922 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.713
2023-04-13 15:10:09,998 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.713
2023-04-13 15:10:10,072 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.716
2023-04-13 15:10:10,148 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.724
2023-04-13 15:10:10,225 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.723
2023-04-13 15:10:10,302 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.707
2023-04-13 15:10:10,382 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.706
2023-04-13 15:10:10,458 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-13 15:10:10,534 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-13 15:10:10,603 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.720
2023-04-13 15:10:10,673 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:10:10,745 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 15:10:10,819 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:10:10,892 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 15:10:10,969 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 15:10:11,049 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.706
2023-04-13 15:10:11,130 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.708
2023-04-13 15:10:11,207 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.706
2023-04-13 15:10:11,283 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 15:10:11,359 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 15:10:11,433 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.706
2023-04-13 15:10:11,505 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-13 15:10:11,578 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-13 15:10:11,654 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-13 15:10:11,732 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 15:10:11,811 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 15:10:11,886 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 15:10:11,961 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.705
2023-04-13 15:10:12,033 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 15:10:12,106 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 15:10:12,183 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-13 15:10:12,254 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-13 15:10:12,325 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 15:10:12,402 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 15:10:12,481 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.709
2023-04-13 15:10:12,558 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 15:10:12,632 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 15:10:12,710 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 15:10:12,784 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.708
2023-04-13 15:10:12,860 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:10:12,932 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 15:10:13,006 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 15:10:13,081 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 15:10:13,153 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 15:10:13,233 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.722
2023-04-13 15:10:13,312 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 15:10:13,388 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 15:10:13,464 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-13 15:10:13,536 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-13 15:10:13,609 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 15:10:13,685 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.723
2023-04-13 15:10:13,761 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.725
2023-04-13 15:10:13,834 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.723
2023-04-13 15:10:13,912 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.723
2023-04-13 15:10:13,989 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.724
2023-04-13 15:10:14,065 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-13 15:10:14,142 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:10:14,219 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:10:14,288 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 15:10:14,357 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 15:10:14,426 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 15:10:14,510 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 15:10:14,585 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 15:10:14,665 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 15:10:14,739 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 15:10:14,817 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 15:10:14,894 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 15:10:14,970 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:10:15,041 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-13 15:10:15,116 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-13 15:10:15,193 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-13 15:10:15,270 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-13 15:10:15,348 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-13 15:10:15,422 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-13 15:10:15,499 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-13 15:10:15,571 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 15:10:15,642 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 15:10:15,716 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 15:10:15,785 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 15:10:15,855 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-13 15:10:15,933 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-13 15:10:16,003 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 15:10:16,077 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 15:10:16,154 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 15:10:16,232 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 15:10:16,309 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.714
2023-04-13 15:10:16,384 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.714
2023-04-13 15:10:16,460 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.714
2023-04-13 15:10:16,538 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.714
2023-04-13 15:10:16,609 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 15:10:16,683 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 15:10:16,760 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.715
2023-04-13 15:10:16,835 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.715
2023-04-13 15:10:16,910 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.714
2023-04-13 15:10:16,991 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.714
2023-04-13 15:10:17,068 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.714
2023-04-13 15:10:17,149 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.714
2023-04-13 15:10:17,223 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 15:10:17,299 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 15:10:17,373 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-13 15:10:17,444 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-13 15:10:17,524 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 15:10:17,605 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.715
2023-04-13 15:10:17,684 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.715
2023-04-13 15:10:17,762 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 15:10:17,836 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 15:10:17,910 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 15:10:17,984 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 15:10:18,062 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 15:10:18,138 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 15:10:18,216 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.718
2023-04-13 15:10:18,298 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 15:10:18,374 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.717
2023-04-13 15:10:18,452 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 15:10:18,531 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 15:10:18,607 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 15:10:18,684 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 15:10:18,765 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 15:10:18,849 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 15:10:18,928 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 15:10:18,999 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 15:10:19,072 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 15:10:19,145 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 15:10:19,224 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 15:10:19,302 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-13 15:10:19,377 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 15:10:19,452 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:10:19,527 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:10:19,599 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:10:19,670 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 15:10:19,742 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:10:19,814 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:10:19,884 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:10:19,955 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 15:10:20,026 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 15:10:20,098 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 15:10:20,179 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 15:10:20,257 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 15:10:20,339 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 15:10:20,423 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 15:10:20,497 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 15:10:20,572 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 15:10:20,643 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:10:20,713 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:10:20,785 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.942, mIoU: 0.716
2023-04-13 15:10:20,861 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 15:10:20,938 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:10:21,014 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:10:21,093 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:10:21,168 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:10:21,240 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:10:21,315 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:10:21,393 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.942, mIoU: 0.714
2023-04-13 15:10:21,463 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.942, mIoU: 0.714
2023-04-13 15:10:21,533 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.942, mIoU: 0.714
2023-04-13 15:10:21,611 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.942, mIoU: 0.714
2023-04-13 15:10:21,691 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:10:21,768 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:10:21,846 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:10:21,919 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:10:21,991 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:10:22,062 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:10:22,140 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:10:22,215 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:10:22,285 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:10:22,358 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:10:22,435 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:10:22,513 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 15:10:22,592 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 15:10:22,669 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 15:10:22,743 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 15:10:22,821 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 15:10:22,895 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 15:10:22,970 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 15:10:23,043 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 15:10:23,120 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 15:10:23,195 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-13 15:10:23,268 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-13 15:10:23,343 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-13 15:10:23,422 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-13 15:10:23,499 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-13 15:10:23,577 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-13 15:10:23,652 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-13 15:10:23,728 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-13 15:10:23,808 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 15:10:23,882 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 15:10:23,957 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 15:10:24,031 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 15:10:24,106 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 15:10:24,180 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 15:10:24,256 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 15:10:24,326 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-13 15:10:24,398 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-13 15:10:24,475 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-13 15:10:24,552 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-13 15:10:24,632 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-13 15:10:24,711 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-13 15:10:24,786 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 15:10:24,859 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 15:10:24,932 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 15:10:25,003 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 15:10:25,072 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 15:10:25,142 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 15:10:25,208 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 15:10:25,274 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:10:25,342 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:25,411 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:25,481 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:25,554 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:25,627 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:25,700 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-13 15:10:25,771 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-13 15:10:25,841 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 15:10:25,910 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:25,979 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 15:10:26,047 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 15:10:26,117 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 15:10:26,187 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 15:10:26,258 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 15:10:26,329 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 15:10:26,397 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 15:10:26,467 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:26,538 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 15:10:26,610 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 15:10:26,682 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:10:26,753 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:10:26,819 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:26,888 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 15:10:26,957 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 15:10:27,024 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.945, mIoU: 0.713
2023-04-13 15:10:27,090 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 15:10:27,152 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:27,218 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:27,284 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:10:27,504 semantic_segmentation INFO: Overall validation pixAcc: 94.953, mIoU: 71.282
2023-04-13 15:10:36,477 semantic_segmentation INFO: Iters: 22410/40000 || Lr: 0.009601 || Task Loss: 0.1782 || KD Loss: 0.2985|| Cost Time: 5:56:22 || Estimated Time: 4:39:42
2023-04-13 15:10:45,194 semantic_segmentation INFO: Iters: 22420/40000 || Lr: 0.009596 || Task Loss: 0.2772 || KD Loss: 0.3105|| Cost Time: 5:56:30 || Estimated Time: 4:39:32
2023-04-13 15:10:54,178 semantic_segmentation INFO: Iters: 22430/40000 || Lr: 0.009591 || Task Loss: 0.2461 || KD Loss: 0.3455|| Cost Time: 5:56:39 || Estimated Time: 4:39:22
2023-04-13 15:11:03,100 semantic_segmentation INFO: Iters: 22440/40000 || Lr: 0.009586 || Task Loss: 0.1826 || KD Loss: 0.2405|| Cost Time: 5:56:48 || Estimated Time: 4:39:12
2023-04-13 15:11:11,877 semantic_segmentation INFO: Iters: 22450/40000 || Lr: 0.009581 || Task Loss: 0.2715 || KD Loss: 0.2655|| Cost Time: 5:56:57 || Estimated Time: 4:39:02
2023-04-13 15:11:20,802 semantic_segmentation INFO: Iters: 22460/40000 || Lr: 0.009577 || Task Loss: 0.8284 || KD Loss: 0.3701|| Cost Time: 5:57:06 || Estimated Time: 4:38:52
2023-04-13 15:11:29,769 semantic_segmentation INFO: Iters: 22470/40000 || Lr: 0.009572 || Task Loss: 0.2552 || KD Loss: 0.3296|| Cost Time: 5:57:15 || Estimated Time: 4:38:42
2023-04-13 15:11:38,710 semantic_segmentation INFO: Iters: 22480/40000 || Lr: 0.009567 || Task Loss: 0.2391 || KD Loss: 0.2722|| Cost Time: 5:57:24 || Estimated Time: 4:38:32
2023-04-13 15:11:47,586 semantic_segmentation INFO: Iters: 22490/40000 || Lr: 0.009562 || Task Loss: 0.2769 || KD Loss: 0.2566|| Cost Time: 5:57:33 || Estimated Time: 4:38:22
2023-04-13 15:11:56,436 semantic_segmentation INFO: Iters: 22500/40000 || Lr: 0.009557 || Task Loss: 0.2092 || KD Loss: 0.3138|| Cost Time: 5:57:41 || Estimated Time: 4:38:12
2023-04-13 15:12:05,481 semantic_segmentation INFO: Iters: 22510/40000 || Lr: 0.009552 || Task Loss: 0.2446 || KD Loss: 0.2976|| Cost Time: 5:57:51 || Estimated Time: 4:38:02
2023-04-13 15:12:14,461 semantic_segmentation INFO: Iters: 22520/40000 || Lr: 0.009547 || Task Loss: 0.2077 || KD Loss: 0.2393|| Cost Time: 5:58:00 || Estimated Time: 4:37:52
2023-04-13 15:12:23,355 semantic_segmentation INFO: Iters: 22530/40000 || Lr: 0.009542 || Task Loss: 0.2422 || KD Loss: 0.3671|| Cost Time: 5:58:08 || Estimated Time: 4:37:42
2023-04-13 15:12:32,200 semantic_segmentation INFO: Iters: 22540/40000 || Lr: 0.009538 || Task Loss: 0.1587 || KD Loss: 0.3386|| Cost Time: 5:58:17 || Estimated Time: 4:37:32
2023-04-13 15:12:41,190 semantic_segmentation INFO: Iters: 22550/40000 || Lr: 0.009533 || Task Loss: 0.2744 || KD Loss: 0.3271|| Cost Time: 5:58:26 || Estimated Time: 4:37:22
2023-04-13 15:12:50,128 semantic_segmentation INFO: Iters: 22560/40000 || Lr: 0.009528 || Task Loss: 0.2587 || KD Loss: 0.3315|| Cost Time: 5:58:35 || Estimated Time: 4:37:12
2023-04-13 15:12:59,095 semantic_segmentation INFO: Iters: 22570/40000 || Lr: 0.009523 || Task Loss: 0.2544 || KD Loss: 0.2744|| Cost Time: 5:58:44 || Estimated Time: 4:37:02
2023-04-13 15:13:08,102 semantic_segmentation INFO: Iters: 22580/40000 || Lr: 0.009518 || Task Loss: 0.2178 || KD Loss: 0.2427|| Cost Time: 5:58:53 || Estimated Time: 4:36:52
2023-04-13 15:13:17,085 semantic_segmentation INFO: Iters: 22590/40000 || Lr: 0.009513 || Task Loss: 0.2807 || KD Loss: 0.3654|| Cost Time: 5:59:02 || Estimated Time: 4:36:42
2023-04-13 15:13:26,034 semantic_segmentation INFO: Iters: 22600/40000 || Lr: 0.009508 || Task Loss: 0.3237 || KD Loss: 0.3205|| Cost Time: 5:59:11 || Estimated Time: 4:36:32
2023-04-13 15:13:35,048 semantic_segmentation INFO: Iters: 22610/40000 || Lr: 0.009504 || Task Loss: 0.3087 || KD Loss: 0.3413|| Cost Time: 5:59:20 || Estimated Time: 4:36:22
2023-04-13 15:13:43,985 semantic_segmentation INFO: Iters: 22620/40000 || Lr: 0.009499 || Task Loss: 0.1852 || KD Loss: 0.3435|| Cost Time: 5:59:29 || Estimated Time: 4:36:12
2023-04-13 15:13:52,956 semantic_segmentation INFO: Iters: 22630/40000 || Lr: 0.009494 || Task Loss: 0.3174 || KD Loss: 0.3558|| Cost Time: 5:59:38 || Estimated Time: 4:36:02
2023-04-13 15:14:01,853 semantic_segmentation INFO: Iters: 22640/40000 || Lr: 0.009489 || Task Loss: 0.2461 || KD Loss: 0.2784|| Cost Time: 5:59:47 || Estimated Time: 4:35:52
2023-04-13 15:14:10,846 semantic_segmentation INFO: Iters: 22650/40000 || Lr: 0.009484 || Task Loss: 0.1874 || KD Loss: 0.2626|| Cost Time: 5:59:56 || Estimated Time: 4:35:42
2023-04-13 15:14:19,769 semantic_segmentation INFO: Iters: 22660/40000 || Lr: 0.009479 || Task Loss: 0.3066 || KD Loss: 0.2559|| Cost Time: 6:00:05 || Estimated Time: 4:35:32
2023-04-13 15:14:28,624 semantic_segmentation INFO: Iters: 22670/40000 || Lr: 0.009474 || Task Loss: 0.2920 || KD Loss: 0.3153|| Cost Time: 6:00:14 || Estimated Time: 4:35:22
2023-04-13 15:14:37,662 semantic_segmentation INFO: Iters: 22680/40000 || Lr: 0.009469 || Task Loss: 0.2368 || KD Loss: 0.3512|| Cost Time: 6:00:23 || Estimated Time: 4:35:12
2023-04-13 15:14:46,633 semantic_segmentation INFO: Iters: 22690/40000 || Lr: 0.009465 || Task Loss: 0.2346 || KD Loss: 0.3603|| Cost Time: 6:00:32 || Estimated Time: 4:35:02
2023-04-13 15:14:55,508 semantic_segmentation INFO: Iters: 22700/40000 || Lr: 0.009460 || Task Loss: 0.2636 || KD Loss: 0.2285|| Cost Time: 6:00:41 || Estimated Time: 4:34:52
2023-04-13 15:15:04,540 semantic_segmentation INFO: Iters: 22710/40000 || Lr: 0.009455 || Task Loss: 0.2706 || KD Loss: 0.4028|| Cost Time: 6:00:50 || Estimated Time: 4:34:42
2023-04-13 15:15:13,553 semantic_segmentation INFO: Iters: 22720/40000 || Lr: 0.009450 || Task Loss: 0.2798 || KD Loss: 0.3124|| Cost Time: 6:00:59 || Estimated Time: 4:34:32
2023-04-13 15:15:22,512 semantic_segmentation INFO: Iters: 22730/40000 || Lr: 0.009445 || Task Loss: 0.3039 || KD Loss: 0.3331|| Cost Time: 6:01:08 || Estimated Time: 4:34:22
2023-04-13 15:15:31,388 semantic_segmentation INFO: Iters: 22740/40000 || Lr: 0.009440 || Task Loss: 0.1909 || KD Loss: 0.2079|| Cost Time: 6:01:16 || Estimated Time: 4:34:12
2023-04-13 15:15:40,293 semantic_segmentation INFO: Iters: 22750/40000 || Lr: 0.009435 || Task Loss: 0.3909 || KD Loss: 0.3575|| Cost Time: 6:01:25 || Estimated Time: 4:34:02
2023-04-13 15:15:49,330 semantic_segmentation INFO: Iters: 22760/40000 || Lr: 0.009431 || Task Loss: 0.2536 || KD Loss: 0.3121|| Cost Time: 6:01:34 || Estimated Time: 4:33:52
2023-04-13 15:15:58,280 semantic_segmentation INFO: Iters: 22770/40000 || Lr: 0.009426 || Task Loss: 0.2417 || KD Loss: 0.2874|| Cost Time: 6:01:43 || Estimated Time: 4:33:43
2023-04-13 15:16:07,170 semantic_segmentation INFO: Iters: 22780/40000 || Lr: 0.009421 || Task Loss: 0.1662 || KD Loss: 0.2669|| Cost Time: 6:01:52 || Estimated Time: 4:33:32
2023-04-13 15:16:16,173 semantic_segmentation INFO: Iters: 22790/40000 || Lr: 0.009416 || Task Loss: 0.3269 || KD Loss: 0.4121|| Cost Time: 6:02:01 || Estimated Time: 4:33:23
2023-04-13 15:16:25,142 semantic_segmentation INFO: Iters: 22800/40000 || Lr: 0.009411 || Task Loss: 0.2431 || KD Loss: 0.3017|| Cost Time: 6:02:10 || Estimated Time: 4:33:13
2023-04-13 15:16:25,457 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 15:16:27,827 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.915, mIoU: 0.378
2023-04-13 15:16:28,207 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.936, mIoU: 0.473
2023-04-13 15:16:28,563 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.946, mIoU: 0.481
2023-04-13 15:16:28,663 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.943, mIoU: 0.505
2023-04-13 15:16:28,758 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.946, mIoU: 0.500
2023-04-13 15:16:28,857 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.507
2023-04-13 15:16:28,945 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.947, mIoU: 0.509
2023-04-13 15:16:29,029 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.944, mIoU: 0.537
2023-04-13 15:16:29,110 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.580
2023-04-13 15:16:29,184 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.639
2023-04-13 15:16:29,258 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.646
2023-04-13 15:16:29,329 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.660
2023-04-13 15:16:29,404 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-13 15:16:29,485 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-13 15:16:29,564 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.936, mIoU: 0.630
2023-04-13 15:16:29,638 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.935, mIoU: 0.621
2023-04-13 15:16:29,716 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.626
2023-04-13 15:16:29,794 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.628
2023-04-13 15:16:29,868 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.640
2023-04-13 15:16:29,940 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-13 15:16:30,015 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-13 15:16:30,091 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-13 15:16:30,170 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-13 15:16:30,241 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 15:16:30,318 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.683
2023-04-13 15:16:30,396 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.687
2023-04-13 15:16:30,478 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-13 15:16:30,554 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-13 15:16:30,628 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.677
2023-04-13 15:16:30,700 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.674
2023-04-13 15:16:30,773 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.672
2023-04-13 15:16:30,845 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.672
2023-04-13 15:16:30,922 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.675
2023-04-13 15:16:31,003 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.674
2023-04-13 15:16:31,077 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.675
2023-04-13 15:16:31,154 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.676
2023-04-13 15:16:31,240 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.672
2023-04-13 15:16:31,316 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.671
2023-04-13 15:16:31,388 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-13 15:16:31,458 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.670
2023-04-13 15:16:31,532 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-13 15:16:31,609 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-13 15:16:31,686 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.670
2023-04-13 15:16:31,765 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.672
2023-04-13 15:16:31,843 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.669
2023-04-13 15:16:31,919 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-13 15:16:31,998 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-13 15:16:32,069 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-13 15:16:32,142 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.670
2023-04-13 15:16:32,220 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.673
2023-04-13 15:16:32,299 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.674
2023-04-13 15:16:32,380 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-13 15:16:32,454 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 15:16:32,530 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-13 15:16:32,604 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 15:16:32,679 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-13 15:16:32,747 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-13 15:16:32,820 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-13 15:16:32,896 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-13 15:16:32,967 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-13 15:16:33,042 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 15:16:33,117 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-13 15:16:33,194 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.656
2023-04-13 15:16:33,272 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-13 15:16:33,351 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-13 15:16:33,425 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.657
2023-04-13 15:16:33,498 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-13 15:16:33,572 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.652
2023-04-13 15:16:33,641 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.651
2023-04-13 15:16:33,713 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.650
2023-04-13 15:16:33,788 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.651
2023-04-13 15:16:33,860 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.650
2023-04-13 15:16:33,934 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.650
2023-04-13 15:16:34,014 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.649
2023-04-13 15:16:34,093 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-13 15:16:34,169 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.652
2023-04-13 15:16:34,245 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.652
2023-04-13 15:16:34,319 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.652
2023-04-13 15:16:34,390 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-13 15:16:34,464 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-13 15:16:34,537 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-13 15:16:34,612 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-13 15:16:34,689 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-13 15:16:34,764 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.926, mIoU: 0.651
2023-04-13 15:16:34,839 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.924, mIoU: 0.646
2023-04-13 15:16:34,916 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.647
2023-04-13 15:16:34,992 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.646
2023-04-13 15:16:35,065 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.646
2023-04-13 15:16:35,139 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.644
2023-04-13 15:16:35,211 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-13 15:16:35,288 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.644
2023-04-13 15:16:35,360 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-13 15:16:35,439 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-13 15:16:35,521 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 15:16:35,596 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 15:16:35,668 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-13 15:16:35,745 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 15:16:35,815 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-13 15:16:35,884 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-13 15:16:35,958 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-13 15:16:36,032 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-13 15:16:36,103 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:36,173 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-13 15:16:36,246 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:36,319 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:36,400 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:36,486 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:36,566 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-13 15:16:36,646 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-13 15:16:36,721 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:36,795 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:36,867 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:36,940 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:37,016 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:37,097 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:37,173 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-13 15:16:37,255 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.922, mIoU: 0.634
2023-04-13 15:16:37,327 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.922, mIoU: 0.636
2023-04-13 15:16:37,402 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.630
2023-04-13 15:16:37,478 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.921, mIoU: 0.630
2023-04-13 15:16:37,552 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.921, mIoU: 0.630
2023-04-13 15:16:37,630 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.921, mIoU: 0.630
2023-04-13 15:16:37,706 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.921, mIoU: 0.630
2023-04-13 15:16:37,780 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.921, mIoU: 0.632
2023-04-13 15:16:37,852 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.921, mIoU: 0.632
2023-04-13 15:16:37,924 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.634
2023-04-13 15:16:37,999 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.921, mIoU: 0.636
2023-04-13 15:16:38,071 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.921, mIoU: 0.636
2023-04-13 15:16:38,143 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.921, mIoU: 0.636
2023-04-13 15:16:38,215 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.636
2023-04-13 15:16:38,296 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.636
2023-04-13 15:16:38,370 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.922, mIoU: 0.636
2023-04-13 15:16:38,448 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-13 15:16:38,528 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-13 15:16:38,607 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-13 15:16:38,683 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-13 15:16:38,756 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-13 15:16:38,832 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-13 15:16:38,906 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-13 15:16:38,983 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-13 15:16:39,057 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-13 15:16:39,133 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-13 15:16:39,212 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-13 15:16:39,288 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-13 15:16:39,362 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-13 15:16:39,436 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-13 15:16:39,508 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-13 15:16:39,583 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-13 15:16:39,655 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-13 15:16:39,733 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-13 15:16:39,812 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-13 15:16:39,887 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-13 15:16:39,977 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-13 15:16:40,051 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-13 15:16:40,126 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-13 15:16:40,198 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.924, mIoU: 0.644
2023-04-13 15:16:40,270 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.924, mIoU: 0.644
2023-04-13 15:16:40,346 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-13 15:16:40,420 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-13 15:16:40,496 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-13 15:16:40,577 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-13 15:16:40,659 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-13 15:16:40,737 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-13 15:16:40,810 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-13 15:16:40,884 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-13 15:16:40,965 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-13 15:16:41,044 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-13 15:16:41,124 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-13 15:16:41,206 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-13 15:16:41,289 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-13 15:16:41,365 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-13 15:16:41,440 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-13 15:16:41,516 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-13 15:16:41,590 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-13 15:16:41,667 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-13 15:16:41,745 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-13 15:16:41,817 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-13 15:16:41,887 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-13 15:16:41,959 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.922, mIoU: 0.634
2023-04-13 15:16:42,031 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.922, mIoU: 0.634
2023-04-13 15:16:42,103 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-13 15:16:42,175 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-13 15:16:42,250 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-13 15:16:42,323 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-13 15:16:42,402 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-13 15:16:42,480 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-13 15:16:42,560 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-13 15:16:42,637 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-13 15:16:42,712 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-13 15:16:42,787 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-13 15:16:42,862 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 15:16:42,933 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 15:16:43,009 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-13 15:16:43,081 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-13 15:16:43,158 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-13 15:16:43,234 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-13 15:16:43,313 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-13 15:16:43,388 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-13 15:16:43,466 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-13 15:16:43,541 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-13 15:16:43,613 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-13 15:16:43,688 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-13 15:16:43,764 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-13 15:16:43,840 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-13 15:16:43,917 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-13 15:16:43,993 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-13 15:16:44,065 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-13 15:16:44,141 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-13 15:16:44,214 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-13 15:16:44,287 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-13 15:16:44,359 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 15:16:44,427 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 15:16:44,499 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 15:16:44,573 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 15:16:44,649 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 15:16:44,722 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-13 15:16:44,796 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-13 15:16:44,870 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-13 15:16:44,944 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-13 15:16:45,015 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-13 15:16:45,085 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-13 15:16:45,155 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.924, mIoU: 0.632
2023-04-13 15:16:45,223 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.925, mIoU: 0.632
2023-04-13 15:16:45,291 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.925, mIoU: 0.632
2023-04-13 15:16:45,358 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.925, mIoU: 0.632
2023-04-13 15:16:45,425 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-13 15:16:45,491 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-13 15:16:45,557 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-13 15:16:45,621 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-13 15:16:45,685 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 15:16:45,749 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.924, mIoU: 0.632
2023-04-13 15:16:45,812 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.924, mIoU: 0.632
2023-04-13 15:16:45,876 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.924, mIoU: 0.632
2023-04-13 15:16:45,940 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.924, mIoU: 0.632
2023-04-13 15:16:46,006 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.924, mIoU: 0.632
2023-04-13 15:16:46,073 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 15:16:46,140 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-13 15:16:46,209 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-13 15:16:46,279 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 15:16:46,350 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 15:16:46,420 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-13 15:16:46,492 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-13 15:16:46,562 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-13 15:16:46,634 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-13 15:16:46,706 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-13 15:16:46,777 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-13 15:16:46,847 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-13 15:16:46,914 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-13 15:16:46,984 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-13 15:16:47,054 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-13 15:16:47,203 semantic_segmentation INFO: Overall validation pixAcc: 92.961, mIoU: 64.558
2023-04-13 15:16:56,339 semantic_segmentation INFO: Iters: 22810/40000 || Lr: 0.009406 || Task Loss: 0.2883 || KD Loss: 0.3181|| Cost Time: 6:02:41 || Estimated Time: 4:33:19
2023-04-13 15:17:05,195 semantic_segmentation INFO: Iters: 22820/40000 || Lr: 0.009401 || Task Loss: 0.2925 || KD Loss: 0.3736|| Cost Time: 6:02:50 || Estimated Time: 4:33:09
2023-04-13 15:17:14,069 semantic_segmentation INFO: Iters: 22830/40000 || Lr: 0.009396 || Task Loss: 0.3109 || KD Loss: 0.2994|| Cost Time: 6:02:59 || Estimated Time: 4:32:59
2023-04-13 15:17:22,934 semantic_segmentation INFO: Iters: 22840/40000 || Lr: 0.009392 || Task Loss: 0.2299 || KD Loss: 0.3149|| Cost Time: 6:03:08 || Estimated Time: 4:32:49
2023-04-13 15:17:31,896 semantic_segmentation INFO: Iters: 22850/40000 || Lr: 0.009387 || Task Loss: 0.2477 || KD Loss: 0.3496|| Cost Time: 6:03:17 || Estimated Time: 4:32:39
2023-04-13 15:17:40,853 semantic_segmentation INFO: Iters: 22860/40000 || Lr: 0.009382 || Task Loss: 0.3386 || KD Loss: 0.3469|| Cost Time: 6:03:26 || Estimated Time: 4:32:29
2023-04-13 15:17:49,632 semantic_segmentation INFO: Iters: 22870/40000 || Lr: 0.009377 || Task Loss: 0.3729 || KD Loss: 0.3171|| Cost Time: 6:03:35 || Estimated Time: 4:32:19
2023-04-13 15:17:58,422 semantic_segmentation INFO: Iters: 22880/40000 || Lr: 0.009372 || Task Loss: 0.2267 || KD Loss: 0.2818|| Cost Time: 6:03:43 || Estimated Time: 4:32:09
2023-04-13 15:18:07,420 semantic_segmentation INFO: Iters: 22890/40000 || Lr: 0.009367 || Task Loss: 0.2092 || KD Loss: 0.2673|| Cost Time: 6:03:52 || Estimated Time: 4:31:59
2023-04-13 15:18:16,460 semantic_segmentation INFO: Iters: 22900/40000 || Lr: 0.009362 || Task Loss: 0.2183 || KD Loss: 0.2477|| Cost Time: 6:04:02 || Estimated Time: 4:31:49
2023-04-13 15:18:25,441 semantic_segmentation INFO: Iters: 22910/40000 || Lr: 0.009357 || Task Loss: 0.2058 || KD Loss: 0.2788|| Cost Time: 6:04:10 || Estimated Time: 4:31:39
2023-04-13 15:18:34,355 semantic_segmentation INFO: Iters: 22920/40000 || Lr: 0.009353 || Task Loss: 0.2032 || KD Loss: 0.3037|| Cost Time: 6:04:19 || Estimated Time: 4:31:29
2023-04-13 15:18:43,371 semantic_segmentation INFO: Iters: 22930/40000 || Lr: 0.009348 || Task Loss: 0.3680 || KD Loss: 0.2589|| Cost Time: 6:04:28 || Estimated Time: 4:31:19
2023-04-13 15:18:52,381 semantic_segmentation INFO: Iters: 22940/40000 || Lr: 0.009343 || Task Loss: 0.3136 || KD Loss: 0.3062|| Cost Time: 6:04:37 || Estimated Time: 4:31:09
2023-04-13 15:19:01,382 semantic_segmentation INFO: Iters: 22950/40000 || Lr: 0.009338 || Task Loss: 0.2102 || KD Loss: 0.3031|| Cost Time: 6:04:46 || Estimated Time: 4:31:00
2023-04-13 15:19:10,312 semantic_segmentation INFO: Iters: 22960/40000 || Lr: 0.009333 || Task Loss: 0.1883 || KD Loss: 0.2710|| Cost Time: 6:04:55 || Estimated Time: 4:30:50
2023-04-13 15:19:19,313 semantic_segmentation INFO: Iters: 22970/40000 || Lr: 0.009328 || Task Loss: 0.2634 || KD Loss: 0.3100|| Cost Time: 6:05:04 || Estimated Time: 4:30:40
2023-04-13 15:19:28,305 semantic_segmentation INFO: Iters: 22980/40000 || Lr: 0.009323 || Task Loss: 0.2426 || KD Loss: 0.2600|| Cost Time: 6:05:13 || Estimated Time: 4:30:30
2023-04-13 15:19:37,224 semantic_segmentation INFO: Iters: 22990/40000 || Lr: 0.009318 || Task Loss: 0.3904 || KD Loss: 0.3394|| Cost Time: 6:05:22 || Estimated Time: 4:30:20
2023-04-13 15:19:46,238 semantic_segmentation INFO: Iters: 23000/40000 || Lr: 0.009314 || Task Loss: 0.3233 || KD Loss: 0.3821|| Cost Time: 6:05:31 || Estimated Time: 4:30:10
2023-04-13 15:19:55,229 semantic_segmentation INFO: Iters: 23010/40000 || Lr: 0.009309 || Task Loss: 0.1944 || KD Loss: 0.2550|| Cost Time: 6:05:40 || Estimated Time: 4:30:00
2023-04-13 15:20:03,969 semantic_segmentation INFO: Iters: 23020/40000 || Lr: 0.009304 || Task Loss: 0.2065 || KD Loss: 0.2861|| Cost Time: 6:05:49 || Estimated Time: 4:29:50
2023-04-13 15:20:13,055 semantic_segmentation INFO: Iters: 23030/40000 || Lr: 0.009299 || Task Loss: 0.2753 || KD Loss: 0.3062|| Cost Time: 6:05:58 || Estimated Time: 4:29:40
2023-04-13 15:20:22,051 semantic_segmentation INFO: Iters: 23040/40000 || Lr: 0.009294 || Task Loss: 0.2559 || KD Loss: 0.2719|| Cost Time: 6:06:07 || Estimated Time: 4:29:30
2023-04-13 15:20:31,060 semantic_segmentation INFO: Iters: 23050/40000 || Lr: 0.009289 || Task Loss: 0.2632 || KD Loss: 0.2602|| Cost Time: 6:06:16 || Estimated Time: 4:29:20
2023-04-13 15:20:40,024 semantic_segmentation INFO: Iters: 23060/40000 || Lr: 0.009284 || Task Loss: 0.1919 || KD Loss: 0.2120|| Cost Time: 6:06:25 || Estimated Time: 4:29:10
2023-04-13 15:20:48,389 semantic_segmentation INFO: Iters: 23070/40000 || Lr: 0.009279 || Task Loss: 0.2003 || KD Loss: 0.3070|| Cost Time: 6:06:33 || Estimated Time: 4:29:00
2023-04-13 15:20:57,524 semantic_segmentation INFO: Iters: 23080/40000 || Lr: 0.009275 || Task Loss: 0.3922 || KD Loss: 0.3248|| Cost Time: 6:06:43 || Estimated Time: 4:28:50
2023-04-13 15:21:06,601 semantic_segmentation INFO: Iters: 23090/40000 || Lr: 0.009270 || Task Loss: 0.3430 || KD Loss: 0.2945|| Cost Time: 6:06:52 || Estimated Time: 4:28:40
2023-04-13 15:21:15,705 semantic_segmentation INFO: Iters: 23100/40000 || Lr: 0.009265 || Task Loss: 0.2022 || KD Loss: 0.2643|| Cost Time: 6:07:01 || Estimated Time: 4:28:30
2023-04-13 15:21:24,573 semantic_segmentation INFO: Iters: 23110/40000 || Lr: 0.009260 || Task Loss: 0.2057 || KD Loss: 0.2607|| Cost Time: 6:07:10 || Estimated Time: 4:28:20
2023-04-13 15:21:33,645 semantic_segmentation INFO: Iters: 23120/40000 || Lr: 0.009255 || Task Loss: 0.2565 || KD Loss: 0.2781|| Cost Time: 6:07:19 || Estimated Time: 4:28:10
2023-04-13 15:21:42,573 semantic_segmentation INFO: Iters: 23130/40000 || Lr: 0.009250 || Task Loss: 0.2713 || KD Loss: 0.3260|| Cost Time: 6:07:28 || Estimated Time: 4:28:00
2023-04-13 15:21:51,655 semantic_segmentation INFO: Iters: 23140/40000 || Lr: 0.009245 || Task Loss: 0.2519 || KD Loss: 0.2445|| Cost Time: 6:07:37 || Estimated Time: 4:27:50
2023-04-13 15:22:00,676 semantic_segmentation INFO: Iters: 23150/40000 || Lr: 0.009240 || Task Loss: 0.2227 || KD Loss: 0.2647|| Cost Time: 6:07:46 || Estimated Time: 4:27:40
2023-04-13 15:22:09,686 semantic_segmentation INFO: Iters: 23160/40000 || Lr: 0.009235 || Task Loss: 0.2811 || KD Loss: 0.2880|| Cost Time: 6:07:55 || Estimated Time: 4:27:31
2023-04-13 15:22:18,714 semantic_segmentation INFO: Iters: 23170/40000 || Lr: 0.009231 || Task Loss: 0.3728 || KD Loss: 0.3607|| Cost Time: 6:08:04 || Estimated Time: 4:27:21
2023-04-13 15:22:27,703 semantic_segmentation INFO: Iters: 23180/40000 || Lr: 0.009226 || Task Loss: 0.2622 || KD Loss: 0.2884|| Cost Time: 6:08:13 || Estimated Time: 4:27:11
2023-04-13 15:22:36,698 semantic_segmentation INFO: Iters: 23190/40000 || Lr: 0.009221 || Task Loss: 0.4425 || KD Loss: 0.3341|| Cost Time: 6:08:22 || Estimated Time: 4:27:01
2023-04-13 15:22:45,691 semantic_segmentation INFO: Iters: 23200/40000 || Lr: 0.009216 || Task Loss: 0.1930 || KD Loss: 0.2773|| Cost Time: 6:08:31 || Estimated Time: 4:26:51
2023-04-13 15:22:46,000 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 15:22:48,656 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.948, mIoU: 0.374
2023-04-13 15:22:48,780 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.494
2023-04-13 15:22:48,885 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.504
2023-04-13 15:22:48,982 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.537
2023-04-13 15:22:49,072 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.530
2023-04-13 15:22:49,153 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.530
2023-04-13 15:22:49,230 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.538
2023-04-13 15:22:49,304 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.552
2023-04-13 15:22:49,377 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.593
2023-04-13 15:22:49,452 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.629
2023-04-13 15:22:49,524 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.631
2023-04-13 15:22:49,599 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.643
2023-04-13 15:22:49,674 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.652
2023-04-13 15:22:49,750 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.651
2023-04-13 15:22:49,830 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.644
2023-04-13 15:22:49,904 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.631
2023-04-13 15:22:49,981 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.634
2023-04-13 15:22:50,056 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.634
2023-04-13 15:22:50,129 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.646
2023-04-13 15:22:50,203 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.655
2023-04-13 15:22:50,276 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.660
2023-04-13 15:22:50,352 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.681
2023-04-13 15:22:50,430 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.678
2023-04-13 15:22:50,513 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.687
2023-04-13 15:22:50,592 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 15:22:50,671 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.702
2023-04-13 15:22:50,761 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.694
2023-04-13 15:22:50,835 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.689
2023-04-13 15:22:50,909 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-13 15:22:50,985 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-13 15:22:51,061 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-13 15:22:51,135 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 15:22:51,211 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.680
2023-04-13 15:22:51,282 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.680
2023-04-13 15:22:51,364 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.683
2023-04-13 15:22:51,442 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.684
2023-04-13 15:22:51,520 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.680
2023-04-13 15:22:51,594 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.678
2023-04-13 15:22:51,667 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.678
2023-04-13 15:22:51,741 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 15:22:51,815 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-13 15:22:51,889 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 15:22:51,963 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-13 15:22:52,034 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.678
2023-04-13 15:22:52,105 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.676
2023-04-13 15:22:52,180 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.676
2023-04-13 15:22:52,264 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.676
2023-04-13 15:22:52,348 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.676
2023-04-13 15:22:52,423 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.681
2023-04-13 15:22:52,499 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.684
2023-04-13 15:22:52,575 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.684
2023-04-13 15:22:52,651 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-13 15:22:52,724 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-13 15:22:52,802 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-13 15:22:52,881 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-13 15:22:52,956 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 15:22:53,031 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 15:22:53,107 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-13 15:22:53,183 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-13 15:22:53,257 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-13 15:22:53,332 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 15:22:53,406 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-13 15:22:53,491 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 15:22:53,573 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 15:22:53,652 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 15:22:53,727 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-13 15:22:53,807 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.697
2023-04-13 15:22:53,880 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-13 15:22:53,953 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-13 15:22:54,026 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 15:22:54,095 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 15:22:54,167 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 15:22:54,244 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 15:22:54,328 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 15:22:54,406 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 15:22:54,480 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 15:22:54,553 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-13 15:22:54,631 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-13 15:22:54,704 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-13 15:22:54,781 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 15:22:54,857 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 15:22:54,934 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 15:22:55,009 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 15:22:55,081 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 15:22:55,157 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 15:22:55,230 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 15:22:55,302 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 15:22:55,376 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 15:22:55,450 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 15:22:55,526 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 15:22:55,606 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 15:22:55,676 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-13 15:22:55,752 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-13 15:22:55,830 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-13 15:22:55,904 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-13 15:22:55,977 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-13 15:22:56,051 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.697
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2023-04-13 15:22:56,198 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.694
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2023-04-13 15:22:56,345 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 15:22:56,424 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 15:22:56,503 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:22:56,586 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:22:56,663 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:22:56,740 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:22:56,813 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:22:56,886 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 15:22:56,958 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 15:22:57,031 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:22:57,106 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:22:57,181 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:22:57,261 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:22:57,335 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 15:22:57,412 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:22:57,488 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 15:22:57,563 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.693
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2023-04-13 15:22:57,710 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:22:57,785 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:22:57,861 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:22:57,938 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 15:22:58,019 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-13 15:22:58,096 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 15:22:58,174 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 15:22:58,245 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 15:22:58,316 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-13 15:22:58,391 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-13 15:22:58,467 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-13 15:22:58,545 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-13 15:22:58,622 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 15:22:58,702 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-13 15:22:58,779 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:22:58,853 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:22:58,926 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:22:59,000 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:22:59,073 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:22:59,147 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:22:59,220 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:22:59,295 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:22:59,371 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:22:59,447 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:22:59,524 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:22:59,600 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:22:59,673 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:22:59,747 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:22:59,821 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:22:59,895 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:22:59,969 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:23:00,045 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:23:00,122 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:23:00,198 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:23:00,273 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:23:00,349 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:23:00,426 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 15:23:00,500 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:23:00,572 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:23:00,652 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 15:23:00,734 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-13 15:23:00,808 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 15:23:00,882 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-13 15:23:00,961 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:23:01,038 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 15:23:01,110 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 15:23:01,180 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 15:23:01,250 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 15:23:01,321 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 15:23:01,396 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 15:23:01,475 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 15:23:01,552 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 15:23:01,632 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 15:23:01,711 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 15:23:01,787 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 15:23:01,861 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 15:23:01,938 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 15:23:02,012 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.939, mIoU: 0.689
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2023-04-13 15:23:02,169 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 15:23:02,245 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 15:23:02,319 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 15:23:02,393 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 15:23:02,468 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 15:23:02,541 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 15:23:02,614 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 15:23:02,685 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 15:23:02,757 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 15:23:02,830 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 15:23:02,909 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 15:23:02,990 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 15:23:03,065 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 15:23:03,141 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 15:23:03,217 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 15:23:03,291 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:03,362 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:03,434 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 15:23:03,501 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 15:23:03,573 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 15:23:03,648 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 15:23:03,721 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 15:23:03,795 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 15:23:03,880 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:03,959 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:04,037 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:04,113 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:04,190 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:04,266 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:04,341 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:04,415 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:04,493 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 15:23:04,572 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.941, mIoU: 0.688
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2023-04-13 15:23:05,388 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.941, mIoU: 0.684
2023-04-13 15:23:05,459 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.941, mIoU: 0.685
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2023-04-13 15:23:05,932 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 15:23:05,998 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 15:23:06,063 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 15:23:06,130 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 15:23:06,194 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 15:23:06,258 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 15:23:06,323 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-13 15:23:06,390 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 15:23:06,455 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 15:23:06,522 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 15:23:06,592 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-13 15:23:06,661 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 15:23:06,731 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 15:23:06,804 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 15:23:06,874 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 15:23:06,946 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 15:23:07,019 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 15:23:07,090 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-13 15:23:07,162 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 15:23:07,228 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 15:23:07,298 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 15:23:07,366 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 15:23:07,766 semantic_segmentation INFO: Overall validation pixAcc: 94.596, mIoU: 68.250
2023-04-13 15:23:16,693 semantic_segmentation INFO: Iters: 23210/40000 || Lr: 0.009211 || Task Loss: 0.2486 || KD Loss: 0.3114|| Cost Time: 6:09:02 || Estimated Time: 4:26:57
2023-04-13 15:23:25,490 semantic_segmentation INFO: Iters: 23220/40000 || Lr: 0.009206 || Task Loss: 0.3129 || KD Loss: 0.3646|| Cost Time: 6:09:11 || Estimated Time: 4:26:47
2023-04-13 15:23:34,374 semantic_segmentation INFO: Iters: 23230/40000 || Lr: 0.009201 || Task Loss: 0.3627 || KD Loss: 0.2604|| Cost Time: 6:09:19 || Estimated Time: 4:26:37
2023-04-13 15:23:43,303 semantic_segmentation INFO: Iters: 23240/40000 || Lr: 0.009196 || Task Loss: 0.2207 || KD Loss: 0.2490|| Cost Time: 6:09:28 || Estimated Time: 4:26:27
2023-04-13 15:23:52,295 semantic_segmentation INFO: Iters: 23250/40000 || Lr: 0.009192 || Task Loss: 0.2060 || KD Loss: 0.2592|| Cost Time: 6:09:37 || Estimated Time: 4:26:17
2023-04-13 15:24:01,286 semantic_segmentation INFO: Iters: 23260/40000 || Lr: 0.009187 || Task Loss: 0.2780 || KD Loss: 0.3145|| Cost Time: 6:09:46 || Estimated Time: 4:26:07
2023-04-13 15:24:10,022 semantic_segmentation INFO: Iters: 23270/40000 || Lr: 0.009182 || Task Loss: 0.2397 || KD Loss: 0.2440|| Cost Time: 6:09:55 || Estimated Time: 4:25:57
2023-04-13 15:24:18,729 semantic_segmentation INFO: Iters: 23280/40000 || Lr: 0.009177 || Task Loss: 0.1886 || KD Loss: 0.2415|| Cost Time: 6:10:04 || Estimated Time: 4:25:47
2023-04-13 15:24:27,838 semantic_segmentation INFO: Iters: 23290/40000 || Lr: 0.009172 || Task Loss: 0.2919 || KD Loss: 0.2936|| Cost Time: 6:10:13 || Estimated Time: 4:25:37
2023-04-13 15:24:36,813 semantic_segmentation INFO: Iters: 23300/40000 || Lr: 0.009167 || Task Loss: 0.4180 || KD Loss: 0.3762|| Cost Time: 6:10:22 || Estimated Time: 4:25:27
2023-04-13 15:24:45,838 semantic_segmentation INFO: Iters: 23310/40000 || Lr: 0.009162 || Task Loss: 0.1539 || KD Loss: 0.2782|| Cost Time: 6:10:31 || Estimated Time: 4:25:17
2023-04-13 15:24:54,858 semantic_segmentation INFO: Iters: 23320/40000 || Lr: 0.009157 || Task Loss: 0.2160 || KD Loss: 0.4087|| Cost Time: 6:10:40 || Estimated Time: 4:25:07
2023-04-13 15:25:03,871 semantic_segmentation INFO: Iters: 23330/40000 || Lr: 0.009152 || Task Loss: 0.2582 || KD Loss: 0.3105|| Cost Time: 6:10:49 || Estimated Time: 4:24:57
2023-04-13 15:25:12,891 semantic_segmentation INFO: Iters: 23340/40000 || Lr: 0.009148 || Task Loss: 0.2236 || KD Loss: 0.2983|| Cost Time: 6:10:58 || Estimated Time: 4:24:47
2023-04-13 15:25:21,746 semantic_segmentation INFO: Iters: 23350/40000 || Lr: 0.009143 || Task Loss: 0.2185 || KD Loss: 0.2604|| Cost Time: 6:11:07 || Estimated Time: 4:24:37
2023-04-13 15:25:30,763 semantic_segmentation INFO: Iters: 23360/40000 || Lr: 0.009138 || Task Loss: 0.2440 || KD Loss: 0.2685|| Cost Time: 6:11:16 || Estimated Time: 4:24:27
2023-04-13 15:25:39,749 semantic_segmentation INFO: Iters: 23370/40000 || Lr: 0.009133 || Task Loss: 0.2623 || KD Loss: 0.3101|| Cost Time: 6:11:25 || Estimated Time: 4:24:17
2023-04-13 15:25:48,723 semantic_segmentation INFO: Iters: 23380/40000 || Lr: 0.009128 || Task Loss: 0.2375 || KD Loss: 0.2596|| Cost Time: 6:11:34 || Estimated Time: 4:24:07
2023-04-13 15:25:57,714 semantic_segmentation INFO: Iters: 23390/40000 || Lr: 0.009123 || Task Loss: 0.1807 || KD Loss: 0.3691|| Cost Time: 6:11:43 || Estimated Time: 4:23:58
2023-04-13 15:26:06,654 semantic_segmentation INFO: Iters: 23400/40000 || Lr: 0.009118 || Task Loss: 0.4858 || KD Loss: 0.3044|| Cost Time: 6:11:52 || Estimated Time: 4:23:48
2023-04-13 15:26:15,649 semantic_segmentation INFO: Iters: 23410/40000 || Lr: 0.009113 || Task Loss: 0.3260 || KD Loss: 0.2767|| Cost Time: 6:12:01 || Estimated Time: 4:23:38
2023-04-13 15:26:24,656 semantic_segmentation INFO: Iters: 23420/40000 || Lr: 0.009108 || Task Loss: 0.2011 || KD Loss: 0.2678|| Cost Time: 6:12:10 || Estimated Time: 4:23:28
2023-04-13 15:26:33,571 semantic_segmentation INFO: Iters: 23430/40000 || Lr: 0.009104 || Task Loss: 0.2707 || KD Loss: 0.3513|| Cost Time: 6:12:19 || Estimated Time: 4:23:18
2023-04-13 15:26:42,585 semantic_segmentation INFO: Iters: 23440/40000 || Lr: 0.009099 || Task Loss: 0.2813 || KD Loss: 0.2585|| Cost Time: 6:12:28 || Estimated Time: 4:23:08
2023-04-13 15:26:51,435 semantic_segmentation INFO: Iters: 23450/40000 || Lr: 0.009094 || Task Loss: 0.2054 || KD Loss: 0.2778|| Cost Time: 6:12:36 || Estimated Time: 4:22:58
2023-04-13 15:27:00,430 semantic_segmentation INFO: Iters: 23460/40000 || Lr: 0.009089 || Task Loss: 0.3402 || KD Loss: 0.3083|| Cost Time: 6:12:45 || Estimated Time: 4:22:48
2023-04-13 15:27:09,455 semantic_segmentation INFO: Iters: 23470/40000 || Lr: 0.009084 || Task Loss: 0.1667 || KD Loss: 0.3390|| Cost Time: 6:12:55 || Estimated Time: 4:22:38
2023-04-13 15:27:18,478 semantic_segmentation INFO: Iters: 23480/40000 || Lr: 0.009079 || Task Loss: 0.1980 || KD Loss: 0.2417|| Cost Time: 6:13:04 || Estimated Time: 4:22:28
2023-04-13 15:27:27,358 semantic_segmentation INFO: Iters: 23490/40000 || Lr: 0.009074 || Task Loss: 0.3167 || KD Loss: 0.2588|| Cost Time: 6:13:12 || Estimated Time: 4:22:18
2023-04-13 15:27:36,334 semantic_segmentation INFO: Iters: 23500/40000 || Lr: 0.009069 || Task Loss: 0.2828 || KD Loss: 0.1929|| Cost Time: 6:13:21 || Estimated Time: 4:22:08
2023-04-13 15:27:45,328 semantic_segmentation INFO: Iters: 23510/40000 || Lr: 0.009064 || Task Loss: 0.2035 || KD Loss: 0.1794|| Cost Time: 6:13:30 || Estimated Time: 4:21:58
2023-04-13 15:27:54,308 semantic_segmentation INFO: Iters: 23520/40000 || Lr: 0.009060 || Task Loss: 0.2926 || KD Loss: 0.3288|| Cost Time: 6:13:39 || Estimated Time: 4:21:48
2023-04-13 15:28:03,334 semantic_segmentation INFO: Iters: 23530/40000 || Lr: 0.009055 || Task Loss: 0.1784 || KD Loss: 0.2780|| Cost Time: 6:13:48 || Estimated Time: 4:21:39
2023-04-13 15:28:12,333 semantic_segmentation INFO: Iters: 23540/40000 || Lr: 0.009050 || Task Loss: 0.1987 || KD Loss: 0.2363|| Cost Time: 6:13:57 || Estimated Time: 4:21:29
2023-04-13 15:28:21,325 semantic_segmentation INFO: Iters: 23550/40000 || Lr: 0.009045 || Task Loss: 0.1637 || KD Loss: 0.2515|| Cost Time: 6:14:06 || Estimated Time: 4:21:19
2023-04-13 15:28:30,234 semantic_segmentation INFO: Iters: 23560/40000 || Lr: 0.009040 || Task Loss: 0.3149 || KD Loss: 0.2384|| Cost Time: 6:14:15 || Estimated Time: 4:21:09
2023-04-13 15:28:39,240 semantic_segmentation INFO: Iters: 23570/40000 || Lr: 0.009035 || Task Loss: 0.2339 || KD Loss: 0.3162|| Cost Time: 6:14:24 || Estimated Time: 4:20:59
2023-04-13 15:28:48,124 semantic_segmentation INFO: Iters: 23580/40000 || Lr: 0.009030 || Task Loss: 0.2273 || KD Loss: 0.3054|| Cost Time: 6:14:33 || Estimated Time: 4:20:49
2023-04-13 15:28:57,037 semantic_segmentation INFO: Iters: 23590/40000 || Lr: 0.009025 || Task Loss: 0.2753 || KD Loss: 0.2857|| Cost Time: 6:14:42 || Estimated Time: 4:20:39
2023-04-13 15:29:06,060 semantic_segmentation INFO: Iters: 23600/40000 || Lr: 0.009020 || Task Loss: 0.2561 || KD Loss: 0.2821|| Cost Time: 6:14:51 || Estimated Time: 4:20:29
2023-04-13 15:29:06,345 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 15:29:08,776 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.409
2023-04-13 15:29:09,020 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.503
2023-04-13 15:29:09,154 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.508
2023-04-13 15:29:09,385 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.536
2023-04-13 15:29:09,475 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.528
2023-04-13 15:29:09,570 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.532
2023-04-13 15:29:09,650 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.539
2023-04-13 15:29:09,724 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.588
2023-04-13 15:29:09,798 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.635
2023-04-13 15:29:09,880 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.690
2023-04-13 15:29:09,956 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.700
2023-04-13 15:29:10,031 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.721
2023-04-13 15:29:10,105 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.713
2023-04-13 15:29:10,181 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.693
2023-04-13 15:29:10,255 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.690
2023-04-13 15:29:10,328 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.678
2023-04-13 15:29:10,404 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.680
2023-04-13 15:29:10,482 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.683
2023-04-13 15:29:10,571 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.691
2023-04-13 15:29:10,651 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.699
2023-04-13 15:29:10,723 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.699
2023-04-13 15:29:10,797 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.707
2023-04-13 15:29:10,874 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.706
2023-04-13 15:29:10,949 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 15:29:11,026 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 15:29:11,104 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 15:29:11,183 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-13 15:29:11,256 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 15:29:11,331 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 15:29:11,403 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.730
2023-04-13 15:29:11,476 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 15:29:11,552 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-13 15:29:11,636 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 15:29:11,712 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-13 15:29:11,787 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-13 15:29:11,860 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-13 15:29:11,932 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 15:29:12,008 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-13 15:29:12,084 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:29:12,157 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:29:12,230 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:29:12,309 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:29:12,387 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 15:29:12,466 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 15:29:12,541 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 15:29:12,617 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:29:12,691 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 15:29:12,769 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-13 15:29:12,848 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:29:12,925 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:29:13,000 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.713
2023-04-13 15:29:13,075 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 15:29:13,149 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 15:29:13,221 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 15:29:13,295 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 15:29:13,368 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 15:29:13,437 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 15:29:13,533 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-13 15:29:13,621 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-13 15:29:13,698 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-13 15:29:13,775 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-13 15:29:13,852 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-13 15:29:13,927 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-13 15:29:14,003 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.708
2023-04-13 15:29:14,079 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.710
2023-04-13 15:29:14,154 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.710
2023-04-13 15:29:14,229 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.709
2023-04-13 15:29:14,303 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.710
2023-04-13 15:29:14,376 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.709
2023-04-13 15:29:14,450 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.708
2023-04-13 15:29:14,523 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.708
2023-04-13 15:29:14,595 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.707
2023-04-13 15:29:14,670 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.705
2023-04-13 15:29:14,743 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-13 15:29:14,819 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.706
2023-04-13 15:29:14,895 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.706
2023-04-13 15:29:14,970 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-13 15:29:15,051 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-13 15:29:15,128 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-13 15:29:15,208 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-13 15:29:15,281 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.709
2023-04-13 15:29:15,354 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.708
2023-04-13 15:29:15,427 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-13 15:29:15,496 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.705
2023-04-13 15:29:15,567 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.701
2023-04-13 15:29:15,644 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.701
2023-04-13 15:29:15,722 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.701
2023-04-13 15:29:15,802 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.700
2023-04-13 15:29:15,882 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.700
2023-04-13 15:29:15,960 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.699
2023-04-13 15:29:16,031 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-13 15:29:16,101 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:16,175 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:16,252 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:16,328 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 15:29:16,405 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 15:29:16,481 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 15:29:16,558 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 15:29:16,634 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 15:29:16,707 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:16,780 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 15:29:16,857 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:16,933 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:17,012 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:17,090 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 15:29:17,167 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 15:29:17,245 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 15:29:17,318 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:17,397 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 15:29:17,471 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 15:29:17,545 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-13 15:29:17,620 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 15:29:17,699 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 15:29:17,780 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 15:29:17,858 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 15:29:17,934 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 15:29:18,010 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 15:29:18,084 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-13 15:29:18,156 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 15:29:18,233 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 15:29:18,308 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 15:29:18,386 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 15:29:18,462 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.934, mIoU: 0.682
2023-04-13 15:29:18,537 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-13 15:29:18,617 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.934, mIoU: 0.683
2023-04-13 15:29:18,689 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-13 15:29:18,759 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-13 15:29:18,832 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:18,900 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:18,971 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 15:29:19,043 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:19,118 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-13 15:29:19,194 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:19,271 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:19,349 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:19,431 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:19,514 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 15:29:19,587 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:19,659 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:19,736 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 15:29:19,809 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.936, mIoU: 0.693
2023-04-13 15:29:19,885 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.936, mIoU: 0.693
2023-04-13 15:29:19,962 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 15:29:20,038 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 15:29:20,111 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 15:29:20,186 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-13 15:29:20,258 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-13 15:29:20,338 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-13 15:29:20,425 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-13 15:29:20,513 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.936, mIoU: 0.694
2023-04-13 15:29:20,589 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-13 15:29:20,663 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-13 15:29:20,741 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-13 15:29:20,813 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-13 15:29:20,889 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 15:29:20,964 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-13 15:29:21,042 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-13 15:29:21,115 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 15:29:21,191 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.936, mIoU: 0.696
2023-04-13 15:29:21,268 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-13 15:29:21,341 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.936, mIoU: 0.694
2023-04-13 15:29:21,413 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 15:29:21,487 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-13 15:29:21,557 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 15:29:21,625 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-13 15:29:21,696 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:21,770 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:21,847 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:21,926 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:22,009 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:22,089 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 15:29:22,164 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 15:29:22,241 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:22,318 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:22,389 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-13 15:29:22,460 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:22,534 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:22,609 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:22,686 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:22,765 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:22,838 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 15:29:22,911 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:22,987 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:23,061 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:23,135 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:23,205 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:23,274 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:23,345 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:23,423 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 15:29:23,504 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 15:29:23,579 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 15:29:23,654 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 15:29:23,727 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:23,800 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:23,874 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:23,952 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:24,023 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:24,096 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:24,171 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:24,252 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 15:29:24,330 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 15:29:24,405 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-13 15:29:24,478 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:29:24,555 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 15:29:24,627 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-13 15:29:24,701 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:29:24,774 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-13 15:29:24,847 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:24,922 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:24,999 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:25,077 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:25,158 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:25,234 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 15:29:25,310 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:25,388 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:25,461 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:25,536 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:25,612 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:25,684 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:25,756 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:25,827 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:25,897 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:25,967 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:26,036 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:26,104 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:26,172 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 15:29:26,241 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 15:29:26,310 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 15:29:26,379 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:29:26,447 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:29:26,513 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 15:29:26,577 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 15:29:26,644 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 15:29:26,709 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 15:29:26,775 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-13 15:29:26,841 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:29:26,906 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:29:26,972 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:29:27,039 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:29:27,106 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-13 15:29:27,174 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:29:27,244 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:29:27,315 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:29:27,390 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:29:27,462 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-13 15:29:27,533 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-13 15:29:27,604 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-13 15:29:27,672 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-13 15:29:27,742 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-13 15:29:27,811 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-13 15:29:28,138 semantic_segmentation INFO: Overall validation pixAcc: 94.463, mIoU: 70.759
2023-04-13 15:29:37,199 semantic_segmentation INFO: Iters: 23610/40000 || Lr: 0.009015 || Task Loss: 0.2498 || KD Loss: 0.2751|| Cost Time: 6:15:22 || Estimated Time: 4:20:35
2023-04-13 15:29:46,162 semantic_segmentation INFO: Iters: 23620/40000 || Lr: 0.009011 || Task Loss: 0.2223 || KD Loss: 0.2705|| Cost Time: 6:15:31 || Estimated Time: 4:20:25
2023-04-13 15:29:55,151 semantic_segmentation INFO: Iters: 23630/40000 || Lr: 0.009006 || Task Loss: 0.1873 || KD Loss: 0.2461|| Cost Time: 6:15:40 || Estimated Time: 4:20:15
2023-04-13 15:30:04,139 semantic_segmentation INFO: Iters: 23640/40000 || Lr: 0.009001 || Task Loss: 0.3487 || KD Loss: 0.3113|| Cost Time: 6:15:49 || Estimated Time: 4:20:05
2023-04-13 15:30:13,118 semantic_segmentation INFO: Iters: 23650/40000 || Lr: 0.008996 || Task Loss: 0.2867 || KD Loss: 0.2778|| Cost Time: 6:15:58 || Estimated Time: 4:19:55
2023-04-13 15:30:22,054 semantic_segmentation INFO: Iters: 23660/40000 || Lr: 0.008991 || Task Loss: 0.2422 || KD Loss: 0.2959|| Cost Time: 6:16:07 || Estimated Time: 4:19:45
2023-04-13 15:30:31,020 semantic_segmentation INFO: Iters: 23670/40000 || Lr: 0.008986 || Task Loss: 0.2840 || KD Loss: 0.3212|| Cost Time: 6:16:16 || Estimated Time: 4:19:35
2023-04-13 15:30:40,052 semantic_segmentation INFO: Iters: 23680/40000 || Lr: 0.008981 || Task Loss: 0.2294 || KD Loss: 0.2053|| Cost Time: 6:16:25 || Estimated Time: 4:19:25
2023-04-13 15:30:48,981 semantic_segmentation INFO: Iters: 23690/40000 || Lr: 0.008976 || Task Loss: 0.1994 || KD Loss: 0.2454|| Cost Time: 6:16:34 || Estimated Time: 4:19:15
2023-04-13 15:30:58,082 semantic_segmentation INFO: Iters: 23700/40000 || Lr: 0.008971 || Task Loss: 0.2937 || KD Loss: 0.3253|| Cost Time: 6:16:43 || Estimated Time: 4:19:05
2023-04-13 15:31:07,093 semantic_segmentation INFO: Iters: 23710/40000 || Lr: 0.008966 || Task Loss: 0.2295 || KD Loss: 0.2601|| Cost Time: 6:16:52 || Estimated Time: 4:18:55
2023-04-13 15:31:16,101 semantic_segmentation INFO: Iters: 23720/40000 || Lr: 0.008962 || Task Loss: 0.2498 || KD Loss: 0.2997|| Cost Time: 6:17:01 || Estimated Time: 4:18:45
2023-04-13 15:31:25,179 semantic_segmentation INFO: Iters: 23730/40000 || Lr: 0.008957 || Task Loss: 0.2387 || KD Loss: 0.2854|| Cost Time: 6:17:10 || Estimated Time: 4:18:36
2023-04-13 15:31:34,162 semantic_segmentation INFO: Iters: 23740/40000 || Lr: 0.008952 || Task Loss: 0.1826 || KD Loss: 0.3099|| Cost Time: 6:17:19 || Estimated Time: 4:18:26
2023-04-13 15:31:43,113 semantic_segmentation INFO: Iters: 23750/40000 || Lr: 0.008947 || Task Loss: 0.2619 || KD Loss: 0.2950|| Cost Time: 6:17:28 || Estimated Time: 4:18:16
2023-04-13 15:31:52,146 semantic_segmentation INFO: Iters: 23760/40000 || Lr: 0.008942 || Task Loss: 0.2888 || KD Loss: 0.2367|| Cost Time: 6:17:37 || Estimated Time: 4:18:06
2023-04-13 15:32:01,168 semantic_segmentation INFO: Iters: 23770/40000 || Lr: 0.008937 || Task Loss: 0.2067 || KD Loss: 0.2373|| Cost Time: 6:17:46 || Estimated Time: 4:17:56
2023-04-13 15:32:10,178 semantic_segmentation INFO: Iters: 23780/40000 || Lr: 0.008932 || Task Loss: 0.1948 || KD Loss: 0.3663|| Cost Time: 6:17:55 || Estimated Time: 4:17:46
2023-04-13 15:32:19,272 semantic_segmentation INFO: Iters: 23790/40000 || Lr: 0.008927 || Task Loss: 0.2345 || KD Loss: 0.2589|| Cost Time: 6:18:04 || Estimated Time: 4:17:36
2023-04-13 15:32:28,393 semantic_segmentation INFO: Iters: 23800/40000 || Lr: 0.008922 || Task Loss: 0.2059 || KD Loss: 0.3041|| Cost Time: 6:18:13 || Estimated Time: 4:17:26
2023-04-13 15:32:37,414 semantic_segmentation INFO: Iters: 23810/40000 || Lr: 0.008917 || Task Loss: 0.2599 || KD Loss: 0.2642|| Cost Time: 6:18:22 || Estimated Time: 4:17:17
2023-04-13 15:32:46,473 semantic_segmentation INFO: Iters: 23820/40000 || Lr: 0.008913 || Task Loss: 0.2416 || KD Loss: 0.2420|| Cost Time: 6:18:32 || Estimated Time: 4:17:07
2023-04-13 15:32:55,528 semantic_segmentation INFO: Iters: 23830/40000 || Lr: 0.008908 || Task Loss: 0.2135 || KD Loss: 0.3964|| Cost Time: 6:18:41 || Estimated Time: 4:16:57
2023-04-13 15:33:04,545 semantic_segmentation INFO: Iters: 23840/40000 || Lr: 0.008903 || Task Loss: 0.1985 || KD Loss: 0.2821|| Cost Time: 6:18:50 || Estimated Time: 4:16:47
2023-04-13 15:33:13,454 semantic_segmentation INFO: Iters: 23850/40000 || Lr: 0.008898 || Task Loss: 0.3183 || KD Loss: 0.3123|| Cost Time: 6:18:59 || Estimated Time: 4:16:37
2023-04-13 15:33:22,530 semantic_segmentation INFO: Iters: 23860/40000 || Lr: 0.008893 || Task Loss: 0.2044 || KD Loss: 0.2028|| Cost Time: 6:19:08 || Estimated Time: 4:16:27
2023-04-13 15:33:31,559 semantic_segmentation INFO: Iters: 23870/40000 || Lr: 0.008888 || Task Loss: 0.1909 || KD Loss: 0.3295|| Cost Time: 6:19:17 || Estimated Time: 4:16:17
2023-04-13 15:33:40,585 semantic_segmentation INFO: Iters: 23880/40000 || Lr: 0.008883 || Task Loss: 0.1949 || KD Loss: 0.3062|| Cost Time: 6:19:26 || Estimated Time: 4:16:07
2023-04-13 15:33:49,688 semantic_segmentation INFO: Iters: 23890/40000 || Lr: 0.008878 || Task Loss: 0.2045 || KD Loss: 0.2800|| Cost Time: 6:19:35 || Estimated Time: 4:15:58
2023-04-13 15:33:58,694 semantic_segmentation INFO: Iters: 23900/40000 || Lr: 0.008873 || Task Loss: 0.2030 || KD Loss: 0.2599|| Cost Time: 6:19:44 || Estimated Time: 4:15:48
2023-04-13 15:34:07,737 semantic_segmentation INFO: Iters: 23910/40000 || Lr: 0.008868 || Task Loss: 0.2088 || KD Loss: 0.2299|| Cost Time: 6:19:53 || Estimated Time: 4:15:38
2023-04-13 15:34:16,822 semantic_segmentation INFO: Iters: 23920/40000 || Lr: 0.008864 || Task Loss: 0.2076 || KD Loss: 0.2948|| Cost Time: 6:20:02 || Estimated Time: 4:15:28
2023-04-13 15:34:25,877 semantic_segmentation INFO: Iters: 23930/40000 || Lr: 0.008859 || Task Loss: 0.2256 || KD Loss: 0.2522|| Cost Time: 6:20:11 || Estimated Time: 4:15:18
2023-04-13 15:34:34,943 semantic_segmentation INFO: Iters: 23940/40000 || Lr: 0.008854 || Task Loss: 0.1952 || KD Loss: 0.2855|| Cost Time: 6:20:20 || Estimated Time: 4:15:08
2023-04-13 15:34:43,995 semantic_segmentation INFO: Iters: 23950/40000 || Lr: 0.008849 || Task Loss: 0.2266 || KD Loss: 0.2795|| Cost Time: 6:20:29 || Estimated Time: 4:14:58
2023-04-13 15:34:52,979 semantic_segmentation INFO: Iters: 23960/40000 || Lr: 0.008844 || Task Loss: 0.2210 || KD Loss: 0.2856|| Cost Time: 6:20:38 || Estimated Time: 4:14:49
2023-04-13 15:35:02,048 semantic_segmentation INFO: Iters: 23970/40000 || Lr: 0.008839 || Task Loss: 0.2141 || KD Loss: 0.3709|| Cost Time: 6:20:47 || Estimated Time: 4:14:39
2023-04-13 15:35:11,000 semantic_segmentation INFO: Iters: 23980/40000 || Lr: 0.008834 || Task Loss: 0.2055 || KD Loss: 0.2788|| Cost Time: 6:20:56 || Estimated Time: 4:14:29
2023-04-13 15:35:20,105 semantic_segmentation INFO: Iters: 23990/40000 || Lr: 0.008829 || Task Loss: 0.1639 || KD Loss: 0.2453|| Cost Time: 6:21:05 || Estimated Time: 4:14:19
2023-04-13 15:35:28,931 semantic_segmentation INFO: Iters: 24000/40000 || Lr: 0.008824 || Task Loss: 0.2711 || KD Loss: 0.3366|| Cost Time: 6:21:14 || Estimated Time: 4:14:09
2023-04-13 15:35:29,218 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 15:35:31,990 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.391
2023-04-13 15:35:32,087 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.493
2023-04-13 15:35:32,176 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.496
2023-04-13 15:35:32,252 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.527
2023-04-13 15:35:32,322 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.526
2023-04-13 15:35:32,396 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.530
2023-04-13 15:35:32,475 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.554
2023-04-13 15:35:32,552 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.598
2023-04-13 15:35:32,628 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.644
2023-04-13 15:35:32,705 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.702
2023-04-13 15:35:32,782 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.708
2023-04-13 15:35:32,859 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.738
2023-04-13 15:35:32,932 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.735
2023-04-13 15:35:33,010 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.731
2023-04-13 15:35:33,088 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.728
2023-04-13 15:35:33,163 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.718
2023-04-13 15:35:33,238 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.720
2023-04-13 15:35:33,311 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.725
2023-04-13 15:35:33,384 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.733
2023-04-13 15:35:33,455 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.741
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2023-04-13 15:35:33,600 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.750
2023-04-13 15:35:33,672 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.747
2023-04-13 15:35:33,744 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.753
2023-04-13 15:35:33,820 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 15:35:33,895 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.763
2023-04-13 15:35:33,971 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 15:35:34,050 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.747
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2023-04-13 15:35:34,370 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.750
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2023-04-13 15:35:34,522 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.737
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2023-04-13 15:35:34,685 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.737
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2023-04-13 15:35:34,838 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.732
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2023-04-13 15:35:34,982 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.730
2023-04-13 15:35:35,069 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.727
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2023-04-13 15:35:38,405 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.715
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2023-04-13 15:35:47,383 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 15:35:47,457 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 15:35:47,532 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 15:35:47,607 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 15:35:47,681 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 15:35:47,758 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 15:35:47,834 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:47,909 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 15:35:47,988 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:48,077 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:48,152 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:48,226 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:48,298 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 15:35:48,375 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 15:35:48,451 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 15:35:48,525 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 15:35:48,597 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 15:35:48,668 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-13 15:35:48,739 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 15:35:48,811 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 15:35:48,879 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 15:35:48,949 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 15:35:49,016 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 15:35:49,082 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 15:35:49,148 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 15:35:49,214 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 15:35:49,279 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 15:35:49,343 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 15:35:49,406 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 15:35:49,473 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 15:35:49,539 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 15:35:49,610 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 15:35:49,684 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:49,756 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:49,828 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 15:35:49,899 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 15:35:49,971 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 15:35:50,040 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:50,109 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:50,176 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 15:35:50,243 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 15:35:50,310 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-13 15:35:50,377 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 15:35:50,442 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-13 15:35:50,505 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-13 15:35:50,572 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-13 15:35:50,638 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-13 15:35:50,951 semantic_segmentation INFO: Overall validation pixAcc: 95.191, mIoU: 72.986
2023-04-13 15:36:00,256 semantic_segmentation INFO: Iters: 24010/40000 || Lr: 0.008819 || Task Loss: 0.4127 || KD Loss: 0.3399|| Cost Time: 6:21:45 || Estimated Time: 4:14:14
2023-04-13 15:36:09,170 semantic_segmentation INFO: Iters: 24020/40000 || Lr: 0.008815 || Task Loss: 0.2810 || KD Loss: 0.3333|| Cost Time: 6:21:54 || Estimated Time: 4:14:04
2023-04-13 15:36:18,036 semantic_segmentation INFO: Iters: 24030/40000 || Lr: 0.008810 || Task Loss: 0.2659 || KD Loss: 0.2394|| Cost Time: 6:22:03 || Estimated Time: 4:13:54
2023-04-13 15:36:26,965 semantic_segmentation INFO: Iters: 24040/40000 || Lr: 0.008805 || Task Loss: 0.2488 || KD Loss: 0.1866|| Cost Time: 6:22:12 || Estimated Time: 4:13:44
2023-04-13 15:36:35,925 semantic_segmentation INFO: Iters: 24050/40000 || Lr: 0.008800 || Task Loss: 0.2178 || KD Loss: 0.2181|| Cost Time: 6:22:21 || Estimated Time: 4:13:34
2023-04-13 15:36:44,825 semantic_segmentation INFO: Iters: 24060/40000 || Lr: 0.008795 || Task Loss: 0.1862 || KD Loss: 0.3011|| Cost Time: 6:22:30 || Estimated Time: 4:13:24
2023-04-13 15:36:53,821 semantic_segmentation INFO: Iters: 24070/40000 || Lr: 0.008790 || Task Loss: 0.3018 || KD Loss: 0.2977|| Cost Time: 6:22:39 || Estimated Time: 4:13:14
2023-04-13 15:37:02,777 semantic_segmentation INFO: Iters: 24080/40000 || Lr: 0.008785 || Task Loss: 0.1867 || KD Loss: 0.3374|| Cost Time: 6:22:48 || Estimated Time: 4:13:04
2023-04-13 15:37:11,662 semantic_segmentation INFO: Iters: 24090/40000 || Lr: 0.008780 || Task Loss: 0.2102 || KD Loss: 0.2797|| Cost Time: 6:22:57 || Estimated Time: 4:12:54
2023-04-13 15:37:20,703 semantic_segmentation INFO: Iters: 24100/40000 || Lr: 0.008775 || Task Loss: 0.2686 || KD Loss: 0.2601|| Cost Time: 6:23:06 || Estimated Time: 4:12:45
2023-04-13 15:37:29,666 semantic_segmentation INFO: Iters: 24110/40000 || Lr: 0.008770 || Task Loss: 0.2490 || KD Loss: 0.2391|| Cost Time: 6:23:15 || Estimated Time: 4:12:35
2023-04-13 15:37:38,669 semantic_segmentation INFO: Iters: 24120/40000 || Lr: 0.008765 || Task Loss: 0.3182 || KD Loss: 0.3138|| Cost Time: 6:23:24 || Estimated Time: 4:12:25
2023-04-13 15:37:47,481 semantic_segmentation INFO: Iters: 24130/40000 || Lr: 0.008760 || Task Loss: 0.2048 || KD Loss: 0.2384|| Cost Time: 6:23:33 || Estimated Time: 4:12:15
2023-04-13 15:37:56,478 semantic_segmentation INFO: Iters: 24140/40000 || Lr: 0.008756 || Task Loss: 0.3039 || KD Loss: 0.3135|| Cost Time: 6:23:42 || Estimated Time: 4:12:05
2023-04-13 15:38:05,581 semantic_segmentation INFO: Iters: 24150/40000 || Lr: 0.008751 || Task Loss: 0.1755 || KD Loss: 0.2743|| Cost Time: 6:23:51 || Estimated Time: 4:11:55
2023-04-13 15:38:14,597 semantic_segmentation INFO: Iters: 24160/40000 || Lr: 0.008746 || Task Loss: 0.1859 || KD Loss: 0.3266|| Cost Time: 6:24:00 || Estimated Time: 4:11:45
2023-04-13 15:38:23,573 semantic_segmentation INFO: Iters: 24170/40000 || Lr: 0.008741 || Task Loss: 0.2313 || KD Loss: 0.2688|| Cost Time: 6:24:09 || Estimated Time: 4:11:35
2023-04-13 15:38:32,564 semantic_segmentation INFO: Iters: 24180/40000 || Lr: 0.008736 || Task Loss: 0.2378 || KD Loss: 0.2908|| Cost Time: 6:24:18 || Estimated Time: 4:11:25
2023-04-13 15:38:41,613 semantic_segmentation INFO: Iters: 24190/40000 || Lr: 0.008731 || Task Loss: 0.2290 || KD Loss: 0.3436|| Cost Time: 6:24:27 || Estimated Time: 4:11:15
2023-04-13 15:38:50,411 semantic_segmentation INFO: Iters: 24200/40000 || Lr: 0.008726 || Task Loss: 0.2675 || KD Loss: 0.2439|| Cost Time: 6:24:35 || Estimated Time: 4:11:05
2023-04-13 15:38:59,443 semantic_segmentation INFO: Iters: 24210/40000 || Lr: 0.008721 || Task Loss: 0.3381 || KD Loss: 0.3440|| Cost Time: 6:24:44 || Estimated Time: 4:10:56
2023-04-13 15:39:08,359 semantic_segmentation INFO: Iters: 24220/40000 || Lr: 0.008716 || Task Loss: 0.2367 || KD Loss: 0.2547|| Cost Time: 6:24:53 || Estimated Time: 4:10:46
2023-04-13 15:39:17,333 semantic_segmentation INFO: Iters: 24230/40000 || Lr: 0.008711 || Task Loss: 0.2049 || KD Loss: 0.2340|| Cost Time: 6:25:02 || Estimated Time: 4:10:36
2023-04-13 15:39:26,321 semantic_segmentation INFO: Iters: 24240/40000 || Lr: 0.008706 || Task Loss: 0.3054 || KD Loss: 0.3116|| Cost Time: 6:25:11 || Estimated Time: 4:10:26
2023-04-13 15:39:35,254 semantic_segmentation INFO: Iters: 24250/40000 || Lr: 0.008702 || Task Loss: 0.3453 || KD Loss: 0.2960|| Cost Time: 6:25:20 || Estimated Time: 4:10:16
2023-04-13 15:39:44,316 semantic_segmentation INFO: Iters: 24260/40000 || Lr: 0.008697 || Task Loss: 0.2535 || KD Loss: 0.2620|| Cost Time: 6:25:29 || Estimated Time: 4:10:06
2023-04-13 15:39:53,314 semantic_segmentation INFO: Iters: 24270/40000 || Lr: 0.008692 || Task Loss: 0.2847 || KD Loss: 0.3160|| Cost Time: 6:25:38 || Estimated Time: 4:09:56
2023-04-13 15:40:02,280 semantic_segmentation INFO: Iters: 24280/40000 || Lr: 0.008687 || Task Loss: 0.4396 || KD Loss: 0.3638|| Cost Time: 6:25:47 || Estimated Time: 4:09:46
2023-04-13 15:40:11,267 semantic_segmentation INFO: Iters: 24290/40000 || Lr: 0.008682 || Task Loss: 0.1618 || KD Loss: 0.3010|| Cost Time: 6:25:56 || Estimated Time: 4:09:36
2023-04-13 15:40:20,131 semantic_segmentation INFO: Iters: 24300/40000 || Lr: 0.008677 || Task Loss: 0.2622 || KD Loss: 0.2342|| Cost Time: 6:26:05 || Estimated Time: 4:09:26
2023-04-13 15:40:29,158 semantic_segmentation INFO: Iters: 24310/40000 || Lr: 0.008672 || Task Loss: 0.2205 || KD Loss: 0.3104|| Cost Time: 6:26:14 || Estimated Time: 4:09:17
2023-04-13 15:40:38,166 semantic_segmentation INFO: Iters: 24320/40000 || Lr: 0.008667 || Task Loss: 0.3674 || KD Loss: 0.3213|| Cost Time: 6:26:23 || Estimated Time: 4:09:07
2023-04-13 15:40:47,177 semantic_segmentation INFO: Iters: 24330/40000 || Lr: 0.008662 || Task Loss: 0.2245 || KD Loss: 0.3031|| Cost Time: 6:26:32 || Estimated Time: 4:08:57
2023-04-13 15:40:56,187 semantic_segmentation INFO: Iters: 24340/40000 || Lr: 0.008657 || Task Loss: 0.3354 || KD Loss: 0.3301|| Cost Time: 6:26:41 || Estimated Time: 4:08:47
2023-04-13 15:41:05,180 semantic_segmentation INFO: Iters: 24350/40000 || Lr: 0.008652 || Task Loss: 0.2534 || KD Loss: 0.2589|| Cost Time: 6:26:50 || Estimated Time: 4:08:37
2023-04-13 15:41:14,167 semantic_segmentation INFO: Iters: 24360/40000 || Lr: 0.008647 || Task Loss: 0.2105 || KD Loss: 0.3448|| Cost Time: 6:26:59 || Estimated Time: 4:08:27
2023-04-13 15:41:23,143 semantic_segmentation INFO: Iters: 24370/40000 || Lr: 0.008643 || Task Loss: 0.3548 || KD Loss: 0.3762|| Cost Time: 6:27:08 || Estimated Time: 4:08:17
2023-04-13 15:41:31,915 semantic_segmentation INFO: Iters: 24380/40000 || Lr: 0.008638 || Task Loss: 0.2416 || KD Loss: 0.2597|| Cost Time: 6:27:17 || Estimated Time: 4:08:07
2023-04-13 15:41:40,945 semantic_segmentation INFO: Iters: 24390/40000 || Lr: 0.008633 || Task Loss: 0.2419 || KD Loss: 0.3539|| Cost Time: 6:27:26 || Estimated Time: 4:07:57
2023-04-13 15:41:49,971 semantic_segmentation INFO: Iters: 24400/40000 || Lr: 0.008628 || Task Loss: 0.2813 || KD Loss: 0.2647|| Cost Time: 6:27:35 || Estimated Time: 4:07:48
2023-04-13 15:41:50,255 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 15:41:52,584 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.934, mIoU: 0.386
2023-04-13 15:41:53,001 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.945, mIoU: 0.474
2023-04-13 15:41:53,097 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.498
2023-04-13 15:41:53,192 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.929, mIoU: 0.495
2023-04-13 15:41:53,265 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.919, mIoU: 0.482
2023-04-13 15:41:53,340 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.928, mIoU: 0.496
2023-04-13 15:41:53,419 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.928, mIoU: 0.491
2023-04-13 15:41:53,499 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.928, mIoU: 0.544
2023-04-13 15:41:53,569 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.932, mIoU: 0.596
2023-04-13 15:41:53,642 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.925, mIoU: 0.649
2023-04-13 15:41:53,715 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-13 15:41:53,793 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.919, mIoU: 0.633
2023-04-13 15:41:53,871 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.918, mIoU: 0.631
2023-04-13 15:41:53,949 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.912, mIoU: 0.611
2023-04-13 15:41:54,023 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.909, mIoU: 0.607
2023-04-13 15:41:54,098 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.907, mIoU: 0.596
2023-04-13 15:41:54,173 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.908, mIoU: 0.601
2023-04-13 15:41:54,244 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.909, mIoU: 0.597
2023-04-13 15:41:54,318 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.910, mIoU: 0.612
2023-04-13 15:41:54,391 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.911, mIoU: 0.620
2023-04-13 15:41:54,463 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.913, mIoU: 0.622
2023-04-13 15:41:54,540 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.913, mIoU: 0.630
2023-04-13 15:41:54,618 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.914, mIoU: 0.633
2023-04-13 15:41:54,696 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.914, mIoU: 0.638
2023-04-13 15:41:54,772 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.913, mIoU: 0.648
2023-04-13 15:41:54,846 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.914, mIoU: 0.648
2023-04-13 15:41:54,929 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.914, mIoU: 0.646
2023-04-13 15:41:55,005 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.645
2023-04-13 15:41:55,090 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.644
2023-04-13 15:41:55,172 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.913, mIoU: 0.642
2023-04-13 15:41:55,244 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.914, mIoU: 0.642
2023-04-13 15:41:55,316 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.913, mIoU: 0.641
2023-04-13 15:41:55,394 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.643
2023-04-13 15:41:55,477 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.642
2023-04-13 15:41:55,549 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.645
2023-04-13 15:41:55,621 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.915, mIoU: 0.646
2023-04-13 15:41:55,689 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.643
2023-04-13 15:41:55,762 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.914, mIoU: 0.643
2023-04-13 15:41:55,836 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.635
2023-04-13 15:41:55,908 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.636
2023-04-13 15:41:55,985 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.916, mIoU: 0.638
2023-04-13 15:41:56,065 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.917, mIoU: 0.638
2023-04-13 15:41:56,146 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.917, mIoU: 0.639
2023-04-13 15:41:56,237 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.918, mIoU: 0.640
2023-04-13 15:41:56,321 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.919, mIoU: 0.638
2023-04-13 15:41:56,395 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.917, mIoU: 0.633
2023-04-13 15:41:56,471 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.634
2023-04-13 15:41:56,546 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.633
2023-04-13 15:41:56,622 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.637
2023-04-13 15:41:56,702 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.639
2023-04-13 15:41:56,785 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.639
2023-04-13 15:41:56,859 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.627
2023-04-13 15:41:56,931 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.914, mIoU: 0.628
2023-04-13 15:41:57,009 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.631
2023-04-13 15:41:57,091 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.913, mIoU: 0.628
2023-04-13 15:41:57,181 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.912, mIoU: 0.624
2023-04-13 15:41:57,254 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.912, mIoU: 0.625
2023-04-13 15:41:57,328 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.913, mIoU: 0.631
2023-04-13 15:41:57,403 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.635
2023-04-13 15:41:57,475 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.633
2023-04-13 15:41:57,545 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.634
2023-04-13 15:41:57,620 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.636
2023-04-13 15:41:57,699 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.635
2023-04-13 15:41:57,774 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.913, mIoU: 0.638
2023-04-13 15:41:57,852 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.911, mIoU: 0.637
2023-04-13 15:41:57,926 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.911, mIoU: 0.638
2023-04-13 15:41:58,000 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.910, mIoU: 0.637
2023-04-13 15:41:58,073 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.909, mIoU: 0.635
2023-04-13 15:41:58,152 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.909, mIoU: 0.634
2023-04-13 15:41:58,224 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.906, mIoU: 0.632
2023-04-13 15:41:58,296 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.905, mIoU: 0.632
2023-04-13 15:41:58,369 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.905, mIoU: 0.630
2023-04-13 15:41:58,447 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.906, mIoU: 0.629
2023-04-13 15:41:58,527 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.906, mIoU: 0.629
2023-04-13 15:41:58,609 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.906, mIoU: 0.630
2023-04-13 15:41:58,688 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.906, mIoU: 0.631
2023-04-13 15:41:58,763 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.906, mIoU: 0.631
2023-04-13 15:41:58,839 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.907, mIoU: 0.631
2023-04-13 15:41:58,912 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.906, mIoU: 0.631
2023-04-13 15:41:58,982 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.907, mIoU: 0.633
2023-04-13 15:41:59,054 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.908, mIoU: 0.636
2023-04-13 15:41:59,133 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.908, mIoU: 0.635
2023-04-13 15:41:59,211 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.908, mIoU: 0.634
2023-04-13 15:41:59,286 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.906, mIoU: 0.633
2023-04-13 15:41:59,358 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.904, mIoU: 0.629
2023-04-13 15:41:59,432 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.904, mIoU: 0.630
2023-04-13 15:41:59,509 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.904, mIoU: 0.630
2023-04-13 15:41:59,583 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.904, mIoU: 0.630
2023-04-13 15:41:59,655 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.904, mIoU: 0.629
2023-04-13 15:41:59,729 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.904, mIoU: 0.628
2023-04-13 15:41:59,804 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.904, mIoU: 0.628
2023-04-13 15:41:59,881 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.902, mIoU: 0.623
2023-04-13 15:41:59,961 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.900, mIoU: 0.622
2023-04-13 15:42:00,039 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.901, mIoU: 0.622
2023-04-13 15:42:00,116 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.901, mIoU: 0.622
2023-04-13 15:42:00,187 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.901, mIoU: 0.622
2023-04-13 15:42:00,263 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.901, mIoU: 0.623
2023-04-13 15:42:00,333 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.902, mIoU: 0.623
2023-04-13 15:42:00,403 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.901, mIoU: 0.621
2023-04-13 15:42:00,477 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.900, mIoU: 0.620
2023-04-13 15:42:00,547 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.899, mIoU: 0.620
2023-04-13 15:42:00,618 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.899, mIoU: 0.619
2023-04-13 15:42:00,692 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.899, mIoU: 0.619
2023-04-13 15:42:00,767 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.899, mIoU: 0.619
2023-04-13 15:42:00,840 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.899, mIoU: 0.619
2023-04-13 15:42:00,916 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.900, mIoU: 0.619
2023-04-13 15:42:01,001 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.900, mIoU: 0.619
2023-04-13 15:42:01,077 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.900, mIoU: 0.620
2023-04-13 15:42:01,152 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.901, mIoU: 0.620
2023-04-13 15:42:01,226 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.900, mIoU: 0.619
2023-04-13 15:42:01,300 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.900, mIoU: 0.619
2023-04-13 15:42:01,375 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.899, mIoU: 0.618
2023-04-13 15:42:01,451 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.899, mIoU: 0.618
2023-04-13 15:42:01,525 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.899, mIoU: 0.617
2023-04-13 15:42:01,602 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.899, mIoU: 0.617
2023-04-13 15:42:01,681 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.899, mIoU: 0.617
2023-04-13 15:42:01,761 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.899, mIoU: 0.618
2023-04-13 15:42:01,837 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.899, mIoU: 0.618
2023-04-13 15:42:01,909 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.898, mIoU: 0.612
2023-04-13 15:42:01,984 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.899, mIoU: 0.612
2023-04-13 15:42:02,060 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.899, mIoU: 0.612
2023-04-13 15:42:02,139 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.899, mIoU: 0.611
2023-04-13 15:42:02,216 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.899, mIoU: 0.611
2023-04-13 15:42:02,294 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.899, mIoU: 0.612
2023-04-13 15:42:02,373 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.899, mIoU: 0.612
2023-04-13 15:42:02,444 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.899, mIoU: 0.614
2023-04-13 15:42:02,516 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.899, mIoU: 0.615
2023-04-13 15:42:02,588 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.900, mIoU: 0.616
2023-04-13 15:42:02,662 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.900, mIoU: 0.615
2023-04-13 15:42:02,738 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.900, mIoU: 0.615
2023-04-13 15:42:02,815 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.901, mIoU: 0.615
2023-04-13 15:42:02,895 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.901, mIoU: 0.615
2023-04-13 15:42:02,974 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.901, mIoU: 0.615
2023-04-13 15:42:03,050 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.902, mIoU: 0.615
2023-04-13 15:42:03,126 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.902, mIoU: 0.612
2023-04-13 15:42:03,199 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.903, mIoU: 0.612
2023-04-13 15:42:03,270 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.903, mIoU: 0.613
2023-04-13 15:42:03,341 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.902, mIoU: 0.611
2023-04-13 15:42:03,411 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.902, mIoU: 0.612
2023-04-13 15:42:03,483 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.902, mIoU: 0.612
2023-04-13 15:42:03,555 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.902, mIoU: 0.614
2023-04-13 15:42:03,633 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.902, mIoU: 0.614
2023-04-13 15:42:03,710 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.902, mIoU: 0.614
2023-04-13 15:42:03,790 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.902, mIoU: 0.613
2023-04-13 15:42:03,866 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.902, mIoU: 0.613
2023-04-13 15:42:03,941 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.903, mIoU: 0.618
2023-04-13 15:42:04,015 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.903, mIoU: 0.618
2023-04-13 15:42:04,087 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.903, mIoU: 0.618
2023-04-13 15:42:04,159 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.903, mIoU: 0.618
2023-04-13 15:42:04,228 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.903, mIoU: 0.618
2023-04-13 15:42:04,300 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.904, mIoU: 0.619
2023-04-13 15:42:04,375 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.904, mIoU: 0.619
2023-04-13 15:42:04,450 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.904, mIoU: 0.618
2023-04-13 15:42:04,529 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.904, mIoU: 0.619
2023-04-13 15:42:04,606 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.904, mIoU: 0.619
2023-04-13 15:42:04,682 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.904, mIoU: 0.620
2023-04-13 15:42:04,760 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.904, mIoU: 0.620
2023-04-13 15:42:04,835 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.903, mIoU: 0.619
2023-04-13 15:42:04,909 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.904, mIoU: 0.619
2023-04-13 15:42:04,988 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.904, mIoU: 0.619
2023-04-13 15:42:05,063 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.903, mIoU: 0.617
2023-04-13 15:42:05,135 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.903, mIoU: 0.614
2023-04-13 15:42:05,215 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.902, mIoU: 0.614
2023-04-13 15:42:05,292 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.902, mIoU: 0.613
2023-04-13 15:42:05,368 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.902, mIoU: 0.614
2023-04-13 15:42:05,445 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.903, mIoU: 0.613
2023-04-13 15:42:05,520 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.903, mIoU: 0.614
2023-04-13 15:42:05,593 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.904, mIoU: 0.614
2023-04-13 15:42:05,664 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.904, mIoU: 0.614
2023-04-13 15:42:05,736 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.904, mIoU: 0.614
2023-04-13 15:42:05,810 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.904, mIoU: 0.614
2023-04-13 15:42:05,892 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.904, mIoU: 0.614
2023-04-13 15:42:05,971 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.904, mIoU: 0.613
2023-04-13 15:42:06,046 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.904, mIoU: 0.613
2023-04-13 15:42:06,120 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.903, mIoU: 0.611
2023-04-13 15:42:06,193 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.902, mIoU: 0.610
2023-04-13 15:42:06,268 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.901, mIoU: 0.609
2023-04-13 15:42:06,336 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.901, mIoU: 0.609
2023-04-13 15:42:06,407 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.899, mIoU: 0.608
2023-04-13 15:42:06,481 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.900, mIoU: 0.608
2023-04-13 15:42:06,555 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.900, mIoU: 0.608
2023-04-13 15:42:06,629 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.900, mIoU: 0.608
2023-04-13 15:42:06,707 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.901, mIoU: 0.609
2023-04-13 15:42:06,780 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.901, mIoU: 0.609
2023-04-13 15:42:06,857 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.900, mIoU: 0.608
2023-04-13 15:42:06,936 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.901, mIoU: 0.608
2023-04-13 15:42:07,013 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.901, mIoU: 0.608
2023-04-13 15:42:07,088 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.901, mIoU: 0.608
2023-04-13 15:42:07,162 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.901, mIoU: 0.608
2023-04-13 15:42:07,239 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.901, mIoU: 0.608
2023-04-13 15:42:07,313 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.902, mIoU: 0.609
2023-04-13 15:42:07,382 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.902, mIoU: 0.608
2023-04-13 15:42:07,456 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.901, mIoU: 0.606
2023-04-13 15:42:07,533 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.901, mIoU: 0.605
2023-04-13 15:42:07,613 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.900, mIoU: 0.605
2023-04-13 15:42:07,688 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.899, mIoU: 0.603
2023-04-13 15:42:07,762 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.899, mIoU: 0.602
2023-04-13 15:42:07,837 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.899, mIoU: 0.602
2023-04-13 15:42:07,909 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.899, mIoU: 0.602
2023-04-13 15:42:07,982 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.899, mIoU: 0.602
2023-04-13 15:42:08,058 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.900, mIoU: 0.606
2023-04-13 15:42:08,127 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.900, mIoU: 0.606
2023-04-13 15:42:08,197 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.900, mIoU: 0.606
2023-04-13 15:42:08,268 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.900, mIoU: 0.606
2023-04-13 15:42:08,343 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.901, mIoU: 0.606
2023-04-13 15:42:08,419 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.901, mIoU: 0.606
2023-04-13 15:42:08,496 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.901, mIoU: 0.606
2023-04-13 15:42:08,572 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.901, mIoU: 0.605
2023-04-13 15:42:08,650 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.901, mIoU: 0.605
2023-04-13 15:42:08,730 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.901, mIoU: 0.605
2023-04-13 15:42:08,802 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.901, mIoU: 0.605
2023-04-13 15:42:08,877 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.901, mIoU: 0.605
2023-04-13 15:42:08,955 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.901, mIoU: 0.605
2023-04-13 15:42:09,034 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.901, mIoU: 0.604
2023-04-13 15:42:09,110 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.901, mIoU: 0.604
2023-04-13 15:42:09,188 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.901, mIoU: 0.604
2023-04-13 15:42:09,268 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.901, mIoU: 0.604
2023-04-13 15:42:09,347 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.902, mIoU: 0.605
2023-04-13 15:42:09,421 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.902, mIoU: 0.605
2023-04-13 15:42:09,491 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.902, mIoU: 0.605
2023-04-13 15:42:09,562 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.902, mIoU: 0.603
2023-04-13 15:42:09,632 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.902, mIoU: 0.604
2023-04-13 15:42:09,703 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.902, mIoU: 0.604
2023-04-13 15:42:09,774 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.902, mIoU: 0.604
2023-04-13 15:42:09,844 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.901, mIoU: 0.604
2023-04-13 15:42:09,915 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.902, mIoU: 0.604
2023-04-13 15:42:09,986 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.902, mIoU: 0.604
2023-04-13 15:42:10,057 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.902, mIoU: 0.604
2023-04-13 15:42:10,127 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.901, mIoU: 0.602
2023-04-13 15:42:10,197 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:10,267 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.900, mIoU: 0.599
2023-04-13 15:42:10,335 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.900, mIoU: 0.599
2023-04-13 15:42:10,404 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.900, mIoU: 0.599
2023-04-13 15:42:10,472 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.900, mIoU: 0.599
2023-04-13 15:42:10,539 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.900, mIoU: 0.599
2023-04-13 15:42:10,606 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.900, mIoU: 0.600
2023-04-13 15:42:10,672 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:10,744 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:10,818 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:10,892 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:10,963 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:11,032 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:11,100 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:11,168 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.900, mIoU: 0.600
2023-04-13 15:42:11,236 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:11,304 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:11,369 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:11,432 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.900, mIoU: 0.600
2023-04-13 15:42:11,499 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.900, mIoU: 0.600
2023-04-13 15:42:11,566 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.900, mIoU: 0.601
2023-04-13 15:42:11,976 semantic_segmentation INFO: Overall validation pixAcc: 90.711, mIoU: 60.914
2023-04-13 15:42:20,940 semantic_segmentation INFO: Iters: 24410/40000 || Lr: 0.008623 || Task Loss: 0.5363 || KD Loss: 0.3813|| Cost Time: 6:28:06 || Estimated Time: 4:07:52
2023-04-13 15:42:29,931 semantic_segmentation INFO: Iters: 24420/40000 || Lr: 0.008618 || Task Loss: 0.2700 || KD Loss: 0.3091|| Cost Time: 6:28:15 || Estimated Time: 4:07:42
2023-04-13 15:42:38,890 semantic_segmentation INFO: Iters: 24430/40000 || Lr: 0.008613 || Task Loss: 0.3003 || KD Loss: 0.3056|| Cost Time: 6:28:24 || Estimated Time: 4:07:32
2023-04-13 15:42:47,889 semantic_segmentation INFO: Iters: 24440/40000 || Lr: 0.008608 || Task Loss: 0.1953 || KD Loss: 0.2373|| Cost Time: 6:28:33 || Estimated Time: 4:07:22
2023-04-13 15:42:56,862 semantic_segmentation INFO: Iters: 24450/40000 || Lr: 0.008603 || Task Loss: 0.3429 || KD Loss: 0.3223|| Cost Time: 6:28:42 || Estimated Time: 4:07:12
2023-04-13 15:43:05,870 semantic_segmentation INFO: Iters: 24460/40000 || Lr: 0.008598 || Task Loss: 0.2784 || KD Loss: 0.3713|| Cost Time: 6:28:51 || Estimated Time: 4:07:02
2023-04-13 15:43:14,826 semantic_segmentation INFO: Iters: 24470/40000 || Lr: 0.008593 || Task Loss: 0.2399 || KD Loss: 0.2969|| Cost Time: 6:29:00 || Estimated Time: 4:06:52
2023-04-13 15:43:23,869 semantic_segmentation INFO: Iters: 24480/40000 || Lr: 0.008588 || Task Loss: 0.3027 || KD Loss: 0.3465|| Cost Time: 6:29:09 || Estimated Time: 4:06:43
2023-04-13 15:43:32,886 semantic_segmentation INFO: Iters: 24490/40000 || Lr: 0.008583 || Task Loss: 0.2873 || KD Loss: 0.3110|| Cost Time: 6:29:18 || Estimated Time: 4:06:33
2023-04-13 15:43:41,935 semantic_segmentation INFO: Iters: 24500/40000 || Lr: 0.008579 || Task Loss: 0.2304 || KD Loss: 0.3094|| Cost Time: 6:29:27 || Estimated Time: 4:06:23
2023-04-13 15:43:50,924 semantic_segmentation INFO: Iters: 24510/40000 || Lr: 0.008574 || Task Loss: 0.2372 || KD Loss: 0.2718|| Cost Time: 6:29:36 || Estimated Time: 4:06:13
2023-04-13 15:43:59,874 semantic_segmentation INFO: Iters: 24520/40000 || Lr: 0.008569 || Task Loss: 0.1898 || KD Loss: 0.2373|| Cost Time: 6:29:45 || Estimated Time: 4:06:03
2023-04-13 15:44:08,944 semantic_segmentation INFO: Iters: 24530/40000 || Lr: 0.008564 || Task Loss: 0.3080 || KD Loss: 0.3350|| Cost Time: 6:29:54 || Estimated Time: 4:05:53
2023-04-13 15:44:17,991 semantic_segmentation INFO: Iters: 24540/40000 || Lr: 0.008559 || Task Loss: 0.3207 || KD Loss: 0.3713|| Cost Time: 6:30:03 || Estimated Time: 4:05:43
2023-04-13 15:44:27,029 semantic_segmentation INFO: Iters: 24550/40000 || Lr: 0.008554 || Task Loss: 0.2546 || KD Loss: 0.3157|| Cost Time: 6:30:12 || Estimated Time: 4:05:34
2023-04-13 15:44:36,021 semantic_segmentation INFO: Iters: 24560/40000 || Lr: 0.008549 || Task Loss: 0.2169 || KD Loss: 0.2687|| Cost Time: 6:30:21 || Estimated Time: 4:05:24
2023-04-13 15:44:44,863 semantic_segmentation INFO: Iters: 24570/40000 || Lr: 0.008544 || Task Loss: 0.2707 || KD Loss: 0.2703|| Cost Time: 6:30:30 || Estimated Time: 4:05:14
2023-04-13 15:44:53,970 semantic_segmentation INFO: Iters: 24580/40000 || Lr: 0.008539 || Task Loss: 0.2065 || KD Loss: 0.2735|| Cost Time: 6:30:39 || Estimated Time: 4:05:04
2023-04-13 15:45:02,935 semantic_segmentation INFO: Iters: 24590/40000 || Lr: 0.008534 || Task Loss: 0.2611 || KD Loss: 0.3227|| Cost Time: 6:30:48 || Estimated Time: 4:04:54
2023-04-13 15:45:11,969 semantic_segmentation INFO: Iters: 24600/40000 || Lr: 0.008529 || Task Loss: 0.2591 || KD Loss: 0.2934|| Cost Time: 6:30:57 || Estimated Time: 4:04:44
2023-04-13 15:45:20,999 semantic_segmentation INFO: Iters: 24610/40000 || Lr: 0.008524 || Task Loss: 0.3141 || KD Loss: 0.3181|| Cost Time: 6:31:06 || Estimated Time: 4:04:34
2023-04-13 15:45:30,054 semantic_segmentation INFO: Iters: 24620/40000 || Lr: 0.008519 || Task Loss: 0.2595 || KD Loss: 0.2496|| Cost Time: 6:31:15 || Estimated Time: 4:04:24
2023-04-13 15:45:39,127 semantic_segmentation INFO: Iters: 24630/40000 || Lr: 0.008515 || Task Loss: 0.2778 || KD Loss: 0.2853|| Cost Time: 6:31:24 || Estimated Time: 4:04:15
2023-04-13 15:45:48,112 semantic_segmentation INFO: Iters: 24640/40000 || Lr: 0.008510 || Task Loss: 0.3018 || KD Loss: 0.3225|| Cost Time: 6:31:33 || Estimated Time: 4:04:05
2023-04-13 15:45:57,153 semantic_segmentation INFO: Iters: 24650/40000 || Lr: 0.008505 || Task Loss: 0.3016 || KD Loss: 0.2459|| Cost Time: 6:31:42 || Estimated Time: 4:03:55
2023-04-13 15:46:06,216 semantic_segmentation INFO: Iters: 24660/40000 || Lr: 0.008500 || Task Loss: 0.2227 || KD Loss: 0.2765|| Cost Time: 6:31:51 || Estimated Time: 4:03:45
2023-04-13 15:46:15,316 semantic_segmentation INFO: Iters: 24670/40000 || Lr: 0.008495 || Task Loss: 0.1989 || KD Loss: 0.2856|| Cost Time: 6:32:00 || Estimated Time: 4:03:35
2023-04-13 15:46:24,337 semantic_segmentation INFO: Iters: 24680/40000 || Lr: 0.008490 || Task Loss: 0.2749 || KD Loss: 0.3204|| Cost Time: 6:32:09 || Estimated Time: 4:03:25
2023-04-13 15:46:33,368 semantic_segmentation INFO: Iters: 24690/40000 || Lr: 0.008485 || Task Loss: 0.2625 || KD Loss: 0.2841|| Cost Time: 6:32:18 || Estimated Time: 4:03:16
2023-04-13 15:46:42,359 semantic_segmentation INFO: Iters: 24700/40000 || Lr: 0.008480 || Task Loss: 0.1893 || KD Loss: 0.2522|| Cost Time: 6:32:27 || Estimated Time: 4:03:06
2023-04-13 15:46:51,381 semantic_segmentation INFO: Iters: 24710/40000 || Lr: 0.008475 || Task Loss: 0.1842 || KD Loss: 0.2319|| Cost Time: 6:32:36 || Estimated Time: 4:02:56
2023-04-13 15:47:00,407 semantic_segmentation INFO: Iters: 24720/40000 || Lr: 0.008470 || Task Loss: 0.2427 || KD Loss: 0.3201|| Cost Time: 6:32:45 || Estimated Time: 4:02:46
2023-04-13 15:47:09,422 semantic_segmentation INFO: Iters: 24730/40000 || Lr: 0.008465 || Task Loss: 0.3008 || KD Loss: 0.3056|| Cost Time: 6:32:54 || Estimated Time: 4:02:36
2023-04-13 15:47:18,351 semantic_segmentation INFO: Iters: 24740/40000 || Lr: 0.008460 || Task Loss: 0.3372 || KD Loss: 0.2886|| Cost Time: 6:33:03 || Estimated Time: 4:02:26
2023-04-13 15:47:27,284 semantic_segmentation INFO: Iters: 24750/40000 || Lr: 0.008455 || Task Loss: 0.3558 || KD Loss: 0.3091|| Cost Time: 6:33:12 || Estimated Time: 4:02:16
2023-04-13 15:47:36,379 semantic_segmentation INFO: Iters: 24760/40000 || Lr: 0.008450 || Task Loss: 0.1710 || KD Loss: 0.2114|| Cost Time: 6:33:21 || Estimated Time: 4:02:07
2023-04-13 15:47:45,473 semantic_segmentation INFO: Iters: 24770/40000 || Lr: 0.008446 || Task Loss: 0.2502 || KD Loss: 0.1926|| Cost Time: 6:33:31 || Estimated Time: 4:01:57
2023-04-13 15:47:54,572 semantic_segmentation INFO: Iters: 24780/40000 || Lr: 0.008441 || Task Loss: 0.2861 || KD Loss: 0.3162|| Cost Time: 6:33:40 || Estimated Time: 4:01:47
2023-04-13 15:48:03,519 semantic_segmentation INFO: Iters: 24790/40000 || Lr: 0.008436 || Task Loss: 0.3081 || KD Loss: 0.2778|| Cost Time: 6:33:49 || Estimated Time: 4:01:37
2023-04-13 15:48:12,622 semantic_segmentation INFO: Iters: 24800/40000 || Lr: 0.008431 || Task Loss: 0.2747 || KD Loss: 0.2926|| Cost Time: 6:33:58 || Estimated Time: 4:01:27
2023-04-13 15:48:12,901 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 15:48:15,434 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.402
2023-04-13 15:48:15,573 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.506
2023-04-13 15:48:15,799 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.508
2023-04-13 15:48:15,893 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.537
2023-04-13 15:48:15,984 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.534
2023-04-13 15:48:16,082 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.539
2023-04-13 15:48:16,167 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.538
2023-04-13 15:48:16,237 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.572
2023-04-13 15:48:16,310 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.618
2023-04-13 15:48:16,387 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.677
2023-04-13 15:48:16,459 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.679
2023-04-13 15:48:16,532 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.696
2023-04-13 15:48:16,620 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.699
2023-04-13 15:48:16,707 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.697
2023-04-13 15:48:16,786 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.695
2023-04-13 15:48:16,863 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.683
2023-04-13 15:48:16,951 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.690
2023-04-13 15:48:17,023 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.695
2023-04-13 15:48:17,098 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.703
2023-04-13 15:48:17,170 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.709
2023-04-13 15:48:17,245 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.708
2023-04-13 15:48:17,321 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.694
2023-04-13 15:48:17,400 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.693
2023-04-13 15:48:17,476 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.701
2023-04-13 15:48:17,551 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 15:48:17,622 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-13 15:48:17,696 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 15:48:17,769 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.703
2023-04-13 15:48:17,840 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 15:48:17,915 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 15:48:17,987 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 15:48:18,060 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 15:48:18,136 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 15:48:18,214 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-13 15:48:18,294 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.715
2023-04-13 15:48:18,371 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.715
2023-04-13 15:48:18,445 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-13 15:48:18,520 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:48:18,594 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 15:48:18,665 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-13 15:48:18,736 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 15:48:18,810 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 15:48:18,881 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 15:48:18,956 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.708
2023-04-13 15:48:19,038 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.706
2023-04-13 15:48:19,116 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.706
2023-04-13 15:48:19,196 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.707
2023-04-13 15:48:19,279 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.706
2023-04-13 15:48:19,359 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.712
2023-04-13 15:48:19,434 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.714
2023-04-13 15:48:19,509 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-13 15:48:19,585 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.712
2023-04-13 15:48:19,664 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-13 15:48:19,746 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-13 15:48:19,824 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:48:19,900 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.709
2023-04-13 15:48:19,972 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.709
2023-04-13 15:48:20,050 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 15:48:20,126 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-13 15:48:20,202 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-13 15:48:20,280 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-13 15:48:20,356 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.720
2023-04-13 15:48:20,432 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-13 15:48:20,506 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 15:48:20,578 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 15:48:20,657 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 15:48:20,738 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 15:48:20,814 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.722
2023-04-13 15:48:20,892 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 15:48:20,969 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 15:48:21,046 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 15:48:21,120 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-13 15:48:21,197 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 15:48:21,268 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 15:48:21,338 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-13 15:48:21,412 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 15:48:21,488 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 15:48:21,566 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 15:48:21,641 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-13 15:48:21,716 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 15:48:21,790 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 15:48:21,862 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 15:48:21,934 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 15:48:22,005 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-13 15:48:22,080 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:48:22,147 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:48:22,217 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:48:22,288 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:48:22,362 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 15:48:22,443 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:48:22,522 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 15:48:22,600 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:48:22,675 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:48:22,751 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 15:48:22,830 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 15:48:22,899 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 15:48:22,973 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 15:48:23,047 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-13 15:48:23,126 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.717
2023-04-13 15:48:23,205 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-13 15:48:23,281 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 15:48:23,360 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 15:48:23,431 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-13 15:48:23,501 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:48:23,574 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:48:23,650 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:48:23,724 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:48:23,795 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 15:48:23,870 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.942, mIoU: 0.715
2023-04-13 15:48:23,952 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:48:24,034 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:48:24,110 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 15:48:24,187 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 15:48:24,264 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 15:48:24,343 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:24,422 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:24,497 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 15:48:24,576 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 15:48:24,652 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.711
2023-04-13 15:48:24,726 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.711
2023-04-13 15:48:24,799 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-13 15:48:24,873 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-13 15:48:24,944 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-13 15:48:25,018 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:48:25,093 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-13 15:48:25,172 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:48:25,250 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 15:48:25,327 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 15:48:25,402 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:48:25,478 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:48:25,554 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:48:25,626 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 15:48:25,698 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.942, mIoU: 0.715
2023-04-13 15:48:25,772 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.942, mIoU: 0.715
2023-04-13 15:48:25,844 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:25,920 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:25,996 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:26,074 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-13 15:48:26,158 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-13 15:48:26,235 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:26,311 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:26,383 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:26,457 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:26,531 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:26,605 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:26,679 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:26,754 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:26,829 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:26,909 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:26,983 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-13 15:48:27,053 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:27,127 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:27,198 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:27,269 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:27,339 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:27,415 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.942, mIoU: 0.714
2023-04-13 15:48:27,492 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.942, mIoU: 0.714
2023-04-13 15:48:27,568 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:27,643 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:27,718 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-13 15:48:27,795 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 15:48:27,867 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 15:48:27,944 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 15:48:28,016 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 15:48:28,086 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 15:48:28,160 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 15:48:28,237 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 15:48:28,312 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-13 15:48:28,388 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 15:48:28,472 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 15:48:28,554 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 15:48:28,630 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 15:48:28,705 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 15:48:28,779 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 15:48:28,851 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 15:48:28,924 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:28,999 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,074 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,151 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,229 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,302 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,377 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,454 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,526 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,599 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,675 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 15:48:29,747 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 15:48:29,821 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 15:48:29,896 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 15:48:29,973 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 15:48:30,051 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 15:48:30,127 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 15:48:30,201 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.944, mIoU: 0.713
2023-04-13 15:48:30,277 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.944, mIoU: 0.713
2023-04-13 15:48:30,353 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.944, mIoU: 0.713
2023-04-13 15:48:30,428 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:48:30,506 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:48:30,586 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:48:30,660 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:48:30,735 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 15:48:30,810 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:48:30,882 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:48:30,955 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:48:31,027 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:48:31,106 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 15:48:31,184 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 15:48:31,263 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 15:48:31,337 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:48:31,414 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:48:31,491 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:48:31,566 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:48:31,640 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:48:31,718 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 15:48:31,797 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:48:31,877 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:48:31,951 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:48:32,029 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:48:32,104 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:48:32,176 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:48:32,247 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 15:48:32,312 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-13 15:48:32,378 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 15:48:32,445 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 15:48:32,510 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 15:48:32,575 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 15:48:32,641 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-13 15:48:32,705 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-13 15:48:32,769 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-13 15:48:32,834 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 15:48:32,910 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 15:48:32,977 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 15:48:33,040 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 15:48:33,104 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 15:48:33,167 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 15:48:33,231 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 15:48:33,296 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 15:48:33,360 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 15:48:33,425 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 15:48:33,494 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 15:48:33,565 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 15:48:33,636 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 15:48:33,707 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 15:48:33,777 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 15:48:33,851 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.945, mIoU: 0.709
2023-04-13 15:48:33,924 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-13 15:48:33,995 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.946, mIoU: 0.710
2023-04-13 15:48:34,067 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-13 15:48:34,136 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-13 15:48:34,207 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-13 15:48:34,277 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-13 15:48:34,734 semantic_segmentation INFO: Overall validation pixAcc: 95.096, mIoU: 71.530
2023-04-13 15:48:43,848 semantic_segmentation INFO: Iters: 24810/40000 || Lr: 0.008426 || Task Loss: 0.2337 || KD Loss: 0.2890|| Cost Time: 6:34:29 || Estimated Time: 4:01:31
2023-04-13 15:48:52,710 semantic_segmentation INFO: Iters: 24820/40000 || Lr: 0.008421 || Task Loss: 0.2167 || KD Loss: 0.2981|| Cost Time: 6:34:38 || Estimated Time: 4:01:21
2023-04-13 15:49:01,659 semantic_segmentation INFO: Iters: 24830/40000 || Lr: 0.008416 || Task Loss: 0.3421 || KD Loss: 0.2962|| Cost Time: 6:34:47 || Estimated Time: 4:01:11
2023-04-13 15:49:10,662 semantic_segmentation INFO: Iters: 24840/40000 || Lr: 0.008411 || Task Loss: 0.2141 || KD Loss: 0.3050|| Cost Time: 6:34:56 || Estimated Time: 4:01:01
2023-04-13 15:49:19,639 semantic_segmentation INFO: Iters: 24850/40000 || Lr: 0.008406 || Task Loss: 0.2955 || KD Loss: 0.2928|| Cost Time: 6:35:05 || Estimated Time: 4:00:51
2023-04-13 15:49:28,604 semantic_segmentation INFO: Iters: 24860/40000 || Lr: 0.008401 || Task Loss: 0.2282 || KD Loss: 0.2663|| Cost Time: 6:35:14 || Estimated Time: 4:00:41
2023-04-13 15:49:37,619 semantic_segmentation INFO: Iters: 24870/40000 || Lr: 0.008396 || Task Loss: 0.2033 || KD Loss: 0.2405|| Cost Time: 6:35:23 || Estimated Time: 4:00:32
2023-04-13 15:49:46,645 semantic_segmentation INFO: Iters: 24880/40000 || Lr: 0.008391 || Task Loss: 0.2003 || KD Loss: 0.2767|| Cost Time: 6:35:32 || Estimated Time: 4:00:22
2023-04-13 15:49:55,612 semantic_segmentation INFO: Iters: 24890/40000 || Lr: 0.008386 || Task Loss: 0.3496 || KD Loss: 0.3469|| Cost Time: 6:35:41 || Estimated Time: 4:00:12
2023-04-13 15:50:04,541 semantic_segmentation INFO: Iters: 24900/40000 || Lr: 0.008381 || Task Loss: 0.2690 || KD Loss: 0.2682|| Cost Time: 6:35:50 || Estimated Time: 4:00:02
2023-04-13 15:50:13,598 semantic_segmentation INFO: Iters: 24910/40000 || Lr: 0.008376 || Task Loss: 0.2452 || KD Loss: 0.3013|| Cost Time: 6:35:59 || Estimated Time: 3:59:52
2023-04-13 15:50:22,625 semantic_segmentation INFO: Iters: 24920/40000 || Lr: 0.008372 || Task Loss: 0.2452 || KD Loss: 0.3047|| Cost Time: 6:36:08 || Estimated Time: 3:59:42
2023-04-13 15:50:31,566 semantic_segmentation INFO: Iters: 24930/40000 || Lr: 0.008367 || Task Loss: 0.3237 || KD Loss: 0.3308|| Cost Time: 6:36:17 || Estimated Time: 3:59:32
2023-04-13 15:50:40,646 semantic_segmentation INFO: Iters: 24940/40000 || Lr: 0.008362 || Task Loss: 0.2621 || KD Loss: 0.2644|| Cost Time: 6:36:26 || Estimated Time: 3:59:23
2023-04-13 15:50:49,656 semantic_segmentation INFO: Iters: 24950/40000 || Lr: 0.008357 || Task Loss: 0.2527 || KD Loss: 0.2858|| Cost Time: 6:36:35 || Estimated Time: 3:59:13
2023-04-13 15:50:58,643 semantic_segmentation INFO: Iters: 24960/40000 || Lr: 0.008352 || Task Loss: 0.1791 || KD Loss: 0.3462|| Cost Time: 6:36:44 || Estimated Time: 3:59:03
2023-04-13 15:51:07,658 semantic_segmentation INFO: Iters: 24970/40000 || Lr: 0.008347 || Task Loss: 0.2013 || KD Loss: 0.3043|| Cost Time: 6:36:53 || Estimated Time: 3:58:53
2023-04-13 15:51:16,694 semantic_segmentation INFO: Iters: 24980/40000 || Lr: 0.008342 || Task Loss: 0.1870 || KD Loss: 0.3043|| Cost Time: 6:37:02 || Estimated Time: 3:58:43
2023-04-13 15:51:25,721 semantic_segmentation INFO: Iters: 24990/40000 || Lr: 0.008337 || Task Loss: 0.2397 || KD Loss: 0.2794|| Cost Time: 6:37:11 || Estimated Time: 3:58:33
2023-04-13 15:51:34,760 semantic_segmentation INFO: Iters: 25000/40000 || Lr: 0.008332 || Task Loss: 0.2878 || KD Loss: 0.4147|| Cost Time: 6:37:20 || Estimated Time: 3:58:24
2023-04-13 15:51:43,824 semantic_segmentation INFO: Iters: 25010/40000 || Lr: 0.008327 || Task Loss: 0.3100 || KD Loss: 0.2749|| Cost Time: 6:37:29 || Estimated Time: 3:58:14
2023-04-13 15:51:52,869 semantic_segmentation INFO: Iters: 25020/40000 || Lr: 0.008322 || Task Loss: 0.3076 || KD Loss: 0.2934|| Cost Time: 6:37:38 || Estimated Time: 3:58:04
2023-04-13 15:52:01,920 semantic_segmentation INFO: Iters: 25030/40000 || Lr: 0.008317 || Task Loss: 0.1868 || KD Loss: 0.2709|| Cost Time: 6:37:47 || Estimated Time: 3:57:54
2023-04-13 15:52:10,902 semantic_segmentation INFO: Iters: 25040/40000 || Lr: 0.008312 || Task Loss: 0.3098 || KD Loss: 0.3067|| Cost Time: 6:37:56 || Estimated Time: 3:57:44
2023-04-13 15:52:19,967 semantic_segmentation INFO: Iters: 25050/40000 || Lr: 0.008307 || Task Loss: 0.3010 || KD Loss: 0.2573|| Cost Time: 6:38:05 || Estimated Time: 3:57:34
2023-04-13 15:52:29,017 semantic_segmentation INFO: Iters: 25060/40000 || Lr: 0.008302 || Task Loss: 0.2475 || KD Loss: 0.2857|| Cost Time: 6:38:14 || Estimated Time: 3:57:25
2023-04-13 15:52:38,077 semantic_segmentation INFO: Iters: 25070/40000 || Lr: 0.008297 || Task Loss: 0.2690 || KD Loss: 0.2477|| Cost Time: 6:38:23 || Estimated Time: 3:57:15
2023-04-13 15:52:46,957 semantic_segmentation INFO: Iters: 25080/40000 || Lr: 0.008293 || Task Loss: 0.2418 || KD Loss: 0.2414|| Cost Time: 6:38:32 || Estimated Time: 3:57:05
2023-04-13 15:52:55,946 semantic_segmentation INFO: Iters: 25090/40000 || Lr: 0.008288 || Task Loss: 0.2964 || KD Loss: 0.3384|| Cost Time: 6:38:41 || Estimated Time: 3:56:55
2023-04-13 15:53:05,055 semantic_segmentation INFO: Iters: 25100/40000 || Lr: 0.008283 || Task Loss: 0.2174 || KD Loss: 0.2815|| Cost Time: 6:38:50 || Estimated Time: 3:56:45
2023-04-13 15:53:14,024 semantic_segmentation INFO: Iters: 25110/40000 || Lr: 0.008278 || Task Loss: 0.3200 || KD Loss: 0.2888|| Cost Time: 6:38:59 || Estimated Time: 3:56:35
2023-04-13 15:53:23,159 semantic_segmentation INFO: Iters: 25120/40000 || Lr: 0.008273 || Task Loss: 0.1682 || KD Loss: 0.2784|| Cost Time: 6:39:08 || Estimated Time: 3:56:26
2023-04-13 15:53:32,193 semantic_segmentation INFO: Iters: 25130/40000 || Lr: 0.008268 || Task Loss: 0.2883 || KD Loss: 0.2907|| Cost Time: 6:39:17 || Estimated Time: 3:56:16
2023-04-13 15:53:41,276 semantic_segmentation INFO: Iters: 25140/40000 || Lr: 0.008263 || Task Loss: 0.2399 || KD Loss: 0.2863|| Cost Time: 6:39:26 || Estimated Time: 3:56:06
2023-04-13 15:53:50,136 semantic_segmentation INFO: Iters: 25150/40000 || Lr: 0.008258 || Task Loss: 0.2877 || KD Loss: 0.3156|| Cost Time: 6:39:35 || Estimated Time: 3:55:56
2023-04-13 15:53:59,297 semantic_segmentation INFO: Iters: 25160/40000 || Lr: 0.008253 || Task Loss: 0.2147 || KD Loss: 0.2531|| Cost Time: 6:39:44 || Estimated Time: 3:55:46
2023-04-13 15:54:08,362 semantic_segmentation INFO: Iters: 25170/40000 || Lr: 0.008248 || Task Loss: 0.2064 || KD Loss: 0.2964|| Cost Time: 6:39:53 || Estimated Time: 3:55:36
2023-04-13 15:54:17,422 semantic_segmentation INFO: Iters: 25180/40000 || Lr: 0.008243 || Task Loss: 0.2589 || KD Loss: 0.2780|| Cost Time: 6:40:02 || Estimated Time: 3:55:27
2023-04-13 15:54:26,411 semantic_segmentation INFO: Iters: 25190/40000 || Lr: 0.008238 || Task Loss: 0.2878 || KD Loss: 0.3200|| Cost Time: 6:40:11 || Estimated Time: 3:55:17
2023-04-13 15:54:35,458 semantic_segmentation INFO: Iters: 25200/40000 || Lr: 0.008233 || Task Loss: 0.5502 || KD Loss: 0.4018|| Cost Time: 6:40:21 || Estimated Time: 3:55:07
2023-04-13 15:54:35,734 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 15:54:38,396 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.417
2023-04-13 15:54:38,514 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.484
2023-04-13 15:54:38,620 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.504
2023-04-13 15:54:38,732 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.534
2023-04-13 15:54:38,828 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.525
2023-04-13 15:54:38,919 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.527
2023-04-13 15:54:39,009 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.543
2023-04-13 15:54:39,089 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.588
2023-04-13 15:54:39,170 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.638
2023-04-13 15:54:39,246 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.692
2023-04-13 15:54:39,320 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.696
2023-04-13 15:54:39,391 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.693
2023-04-13 15:54:39,466 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.697
2023-04-13 15:54:39,543 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.693
2023-04-13 15:54:39,621 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.689
2023-04-13 15:54:39,697 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.679
2023-04-13 15:54:39,774 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.682
2023-04-13 15:54:39,845 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.682
2023-04-13 15:54:39,918 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.690
2023-04-13 15:54:39,992 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.699
2023-04-13 15:54:40,065 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.699
2023-04-13 15:54:40,135 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.694
2023-04-13 15:54:40,216 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.690
2023-04-13 15:54:40,304 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-13 15:54:40,383 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.689
2023-04-13 15:54:40,460 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.691
2023-04-13 15:54:40,538 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-13 15:54:40,613 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 15:54:40,687 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.677
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2023-04-13 15:54:40,919 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.675
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2023-04-13 15:54:41,153 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 15:54:41,228 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 15:54:41,300 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.676
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2023-04-13 15:54:41,610 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-13 15:54:41,687 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-13 15:54:41,764 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.666
2023-04-13 15:54:41,840 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.669
2023-04-13 15:54:41,920 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.667
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2023-04-13 15:54:42,072 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.665
2023-04-13 15:54:42,147 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.664
2023-04-13 15:54:42,226 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.670
2023-04-13 15:54:42,302 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.672
2023-04-13 15:54:42,374 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.673
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2023-04-13 15:54:42,516 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.667
2023-04-13 15:54:42,591 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.669
2023-04-13 15:54:42,667 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-13 15:54:42,741 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-13 15:54:42,819 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-13 15:54:42,901 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-13 15:54:42,979 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.663
2023-04-13 15:54:43,055 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-13 15:54:43,132 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-13 15:54:43,207 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.666
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2023-04-13 15:54:43,355 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.671
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2023-04-13 15:54:48,071 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.678
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2023-04-13 15:54:55,401 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 15:54:55,469 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 15:54:55,536 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 15:54:55,603 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 15:54:55,668 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 15:54:55,734 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 15:54:55,798 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 15:54:55,866 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 15:54:55,936 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,004 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,074 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,144 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,215 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,284 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,352 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 15:54:56,421 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 15:54:56,489 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 15:54:56,557 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,623 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,691 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,757 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 15:54:56,825 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 15:54:56,894 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 15:54:56,961 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 15:54:57,029 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 15:54:57,094 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 15:54:57,162 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 15:54:57,229 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 15:54:57,403 semantic_segmentation INFO: Overall validation pixAcc: 94.320, mIoU: 68.850
2023-04-13 15:55:06,534 semantic_segmentation INFO: Iters: 25210/40000 || Lr: 0.008228 || Task Loss: 0.2293 || KD Loss: 0.3028|| Cost Time: 6:40:52 || Estimated Time: 3:55:10
2023-04-13 15:55:15,406 semantic_segmentation INFO: Iters: 25220/40000 || Lr: 0.008223 || Task Loss: 0.2610 || KD Loss: 0.2380|| Cost Time: 6:41:00 || Estimated Time: 3:55:00
2023-04-13 15:55:24,313 semantic_segmentation INFO: Iters: 25230/40000 || Lr: 0.008218 || Task Loss: 0.2685 || KD Loss: 0.3186|| Cost Time: 6:41:09 || Estimated Time: 3:54:50
2023-04-13 15:55:33,335 semantic_segmentation INFO: Iters: 25240/40000 || Lr: 0.008213 || Task Loss: 0.1926 || KD Loss: 0.2900|| Cost Time: 6:41:18 || Estimated Time: 3:54:40
2023-04-13 15:55:42,260 semantic_segmentation INFO: Iters: 25250/40000 || Lr: 0.008208 || Task Loss: 0.2479 || KD Loss: 0.2469|| Cost Time: 6:41:27 || Estimated Time: 3:54:30
2023-04-13 15:55:51,153 semantic_segmentation INFO: Iters: 25260/40000 || Lr: 0.008204 || Task Loss: 0.3149 || KD Loss: 0.3326|| Cost Time: 6:41:36 || Estimated Time: 3:54:21
2023-04-13 15:56:00,238 semantic_segmentation INFO: Iters: 25270/40000 || Lr: 0.008199 || Task Loss: 0.7489 || KD Loss: 0.4286|| Cost Time: 6:41:45 || Estimated Time: 3:54:11
2023-04-13 15:56:09,268 semantic_segmentation INFO: Iters: 25280/40000 || Lr: 0.008194 || Task Loss: 0.2051 || KD Loss: 0.3075|| Cost Time: 6:41:54 || Estimated Time: 3:54:01
2023-04-13 15:56:18,301 semantic_segmentation INFO: Iters: 25290/40000 || Lr: 0.008189 || Task Loss: 0.2436 || KD Loss: 0.2817|| Cost Time: 6:42:03 || Estimated Time: 3:53:51
2023-04-13 15:56:27,360 semantic_segmentation INFO: Iters: 25300/40000 || Lr: 0.008184 || Task Loss: 0.2033 || KD Loss: 0.2963|| Cost Time: 6:42:12 || Estimated Time: 3:53:41
2023-04-13 15:56:36,370 semantic_segmentation INFO: Iters: 25310/40000 || Lr: 0.008179 || Task Loss: 0.3923 || KD Loss: 0.3255|| Cost Time: 6:42:21 || Estimated Time: 3:53:31
2023-04-13 15:56:45,436 semantic_segmentation INFO: Iters: 25320/40000 || Lr: 0.008174 || Task Loss: 0.2830 || KD Loss: 0.2759|| Cost Time: 6:42:30 || Estimated Time: 3:53:22
2023-04-13 15:56:54,398 semantic_segmentation INFO: Iters: 25330/40000 || Lr: 0.008169 || Task Loss: 0.2770 || KD Loss: 0.2546|| Cost Time: 6:42:39 || Estimated Time: 3:53:12
2023-04-13 15:57:03,477 semantic_segmentation INFO: Iters: 25340/40000 || Lr: 0.008164 || Task Loss: 0.2003 || KD Loss: 0.3017|| Cost Time: 6:42:49 || Estimated Time: 3:53:02
2023-04-13 15:57:12,533 semantic_segmentation INFO: Iters: 25350/40000 || Lr: 0.008159 || Task Loss: 0.2509 || KD Loss: 0.2267|| Cost Time: 6:42:58 || Estimated Time: 3:52:52
2023-04-13 15:57:21,465 semantic_segmentation INFO: Iters: 25360/40000 || Lr: 0.008154 || Task Loss: 0.2049 || KD Loss: 0.2312|| Cost Time: 6:43:07 || Estimated Time: 3:52:42
2023-04-13 15:57:30,532 semantic_segmentation INFO: Iters: 25370/40000 || Lr: 0.008149 || Task Loss: 0.2797 || KD Loss: 0.3313|| Cost Time: 6:43:16 || Estimated Time: 3:52:32
2023-04-13 15:57:39,568 semantic_segmentation INFO: Iters: 25380/40000 || Lr: 0.008144 || Task Loss: 0.1544 || KD Loss: 0.2163|| Cost Time: 6:43:25 || Estimated Time: 3:52:23
2023-04-13 15:57:48,572 semantic_segmentation INFO: Iters: 25390/40000 || Lr: 0.008139 || Task Loss: 0.2411 || KD Loss: 0.2546|| Cost Time: 6:43:34 || Estimated Time: 3:52:13
2023-04-13 15:57:57,622 semantic_segmentation INFO: Iters: 25400/40000 || Lr: 0.008134 || Task Loss: 0.3112 || KD Loss: 0.3190|| Cost Time: 6:43:43 || Estimated Time: 3:52:03
2023-04-13 15:58:06,648 semantic_segmentation INFO: Iters: 25410/40000 || Lr: 0.008129 || Task Loss: 0.1908 || KD Loss: 0.2279|| Cost Time: 6:43:52 || Estimated Time: 3:51:53
2023-04-13 15:58:15,647 semantic_segmentation INFO: Iters: 25420/40000 || Lr: 0.008124 || Task Loss: 0.2745 || KD Loss: 0.2049|| Cost Time: 6:44:01 || Estimated Time: 3:51:43
2023-04-13 15:58:24,658 semantic_segmentation INFO: Iters: 25430/40000 || Lr: 0.008119 || Task Loss: 0.2878 || KD Loss: 0.2938|| Cost Time: 6:44:10 || Estimated Time: 3:51:33
2023-04-13 15:58:33,756 semantic_segmentation INFO: Iters: 25440/40000 || Lr: 0.008114 || Task Loss: 0.1824 || KD Loss: 0.3308|| Cost Time: 6:44:19 || Estimated Time: 3:51:24
2023-04-13 15:58:42,743 semantic_segmentation INFO: Iters: 25450/40000 || Lr: 0.008109 || Task Loss: 0.2100 || KD Loss: 0.2590|| Cost Time: 6:44:28 || Estimated Time: 3:51:14
2023-04-13 15:58:51,807 semantic_segmentation INFO: Iters: 25460/40000 || Lr: 0.008104 || Task Loss: 0.2418 || KD Loss: 0.2580|| Cost Time: 6:44:37 || Estimated Time: 3:51:04
2023-04-13 15:59:00,701 semantic_segmentation INFO: Iters: 25470/40000 || Lr: 0.008100 || Task Loss: 0.1694 || KD Loss: 0.2543|| Cost Time: 6:44:46 || Estimated Time: 3:50:54
2023-04-13 15:59:09,801 semantic_segmentation INFO: Iters: 25480/40000 || Lr: 0.008095 || Task Loss: 0.2826 || KD Loss: 0.2788|| Cost Time: 6:44:55 || Estimated Time: 3:50:44
2023-04-13 15:59:18,792 semantic_segmentation INFO: Iters: 25490/40000 || Lr: 0.008090 || Task Loss: 0.2408 || KD Loss: 0.2244|| Cost Time: 6:45:04 || Estimated Time: 3:50:34
2023-04-13 15:59:27,854 semantic_segmentation INFO: Iters: 25500/40000 || Lr: 0.008085 || Task Loss: 0.2414 || KD Loss: 0.2707|| Cost Time: 6:45:13 || Estimated Time: 3:50:25
2023-04-13 15:59:36,805 semantic_segmentation INFO: Iters: 25510/40000 || Lr: 0.008080 || Task Loss: 0.1774 || KD Loss: 0.2863|| Cost Time: 6:45:22 || Estimated Time: 3:50:15
2023-04-13 15:59:45,837 semantic_segmentation INFO: Iters: 25520/40000 || Lr: 0.008075 || Task Loss: 0.1979 || KD Loss: 0.2457|| Cost Time: 6:45:31 || Estimated Time: 3:50:05
2023-04-13 15:59:54,964 semantic_segmentation INFO: Iters: 25530/40000 || Lr: 0.008070 || Task Loss: 0.1642 || KD Loss: 0.3381|| Cost Time: 6:45:40 || Estimated Time: 3:49:55
2023-04-13 16:00:03,951 semantic_segmentation INFO: Iters: 25540/40000 || Lr: 0.008065 || Task Loss: 0.1995 || KD Loss: 0.2785|| Cost Time: 6:45:49 || Estimated Time: 3:49:45
2023-04-13 16:00:13,009 semantic_segmentation INFO: Iters: 25550/40000 || Lr: 0.008060 || Task Loss: 0.2609 || KD Loss: 0.2438|| Cost Time: 6:45:58 || Estimated Time: 3:49:36
2023-04-13 16:00:22,044 semantic_segmentation INFO: Iters: 25560/40000 || Lr: 0.008055 || Task Loss: 0.2070 || KD Loss: 0.2407|| Cost Time: 6:46:07 || Estimated Time: 3:49:26
2023-04-13 16:00:31,020 semantic_segmentation INFO: Iters: 25570/40000 || Lr: 0.008050 || Task Loss: 0.2796 || KD Loss: 0.2567|| Cost Time: 6:46:16 || Estimated Time: 3:49:16
2023-04-13 16:00:40,037 semantic_segmentation INFO: Iters: 25580/40000 || Lr: 0.008045 || Task Loss: 0.3726 || KD Loss: 0.3746|| Cost Time: 6:46:25 || Estimated Time: 3:49:06
2023-04-13 16:00:49,039 semantic_segmentation INFO: Iters: 25590/40000 || Lr: 0.008040 || Task Loss: 0.2228 || KD Loss: 0.2587|| Cost Time: 6:46:34 || Estimated Time: 3:48:56
2023-04-13 16:00:57,965 semantic_segmentation INFO: Iters: 25600/40000 || Lr: 0.008035 || Task Loss: 0.2439 || KD Loss: 0.3435|| Cost Time: 6:46:43 || Estimated Time: 3:48:46
2023-04-13 16:00:58,247 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:01:00,372 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.389
2023-04-13 16:01:00,512 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.485
2023-04-13 16:01:00,829 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.502
2023-04-13 16:01:00,983 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.531
2023-04-13 16:01:01,088 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.531
2023-04-13 16:01:01,184 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.532
2023-04-13 16:01:01,269 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.517
2023-04-13 16:01:01,350 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.548
2023-04-13 16:01:01,440 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.591
2023-04-13 16:01:01,526 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.632
2023-04-13 16:01:01,601 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.647
2023-04-13 16:01:01,674 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.662
2023-04-13 16:01:01,759 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.667
2023-04-13 16:01:01,837 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.665
2023-04-13 16:01:01,917 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.665
2023-04-13 16:01:01,996 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.658
2023-04-13 16:01:02,078 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.660
2023-04-13 16:01:02,150 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.664
2023-04-13 16:01:02,224 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.672
2023-04-13 16:01:02,297 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.680
2023-04-13 16:01:02,367 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.681
2023-04-13 16:01:02,439 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.638
2023-04-13 16:01:02,515 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.638
2023-04-13 16:01:02,591 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.647
2023-04-13 16:01:02,668 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-13 16:01:02,741 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.664
2023-04-13 16:01:02,817 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-13 16:01:02,890 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-13 16:01:02,962 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-13 16:01:03,035 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-13 16:01:03,104 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-13 16:01:03,178 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-13 16:01:03,256 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.663
2023-04-13 16:01:03,338 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.664
2023-04-13 16:01:03,419 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-13 16:01:03,494 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.667
2023-04-13 16:01:03,568 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-13 16:01:03,647 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.664
2023-04-13 16:01:03,717 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.665
2023-04-13 16:01:03,787 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-13 16:01:03,859 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-13 16:01:03,934 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.667
2023-04-13 16:01:04,007 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-13 16:01:04,085 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-13 16:01:04,165 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.669
2023-04-13 16:01:04,245 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.670
2023-04-13 16:01:04,322 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.671
2023-04-13 16:01:04,396 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.670
2023-04-13 16:01:04,474 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.675
2023-04-13 16:01:04,556 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 16:01:04,636 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-13 16:01:04,712 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.678
2023-04-13 16:01:04,785 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-13 16:01:04,867 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:01:04,944 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 16:01:05,019 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-13 16:01:05,092 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 16:01:05,170 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 16:01:05,252 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 16:01:05,328 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-13 16:01:05,403 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 16:01:05,480 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 16:01:05,552 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 16:01:05,624 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:01:05,697 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 16:01:05,774 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:01:05,844 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 16:01:05,920 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:01:06,001 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:06,083 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 16:01:06,160 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 16:01:06,237 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:01:06,320 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:01:06,391 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:01:06,463 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 16:01:06,540 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 16:01:06,619 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 16:01:06,694 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 16:01:06,769 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:06,846 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 16:01:06,925 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 16:01:06,996 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 16:01:07,065 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 16:01:07,137 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 16:01:07,209 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:07,281 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:01:07,359 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 16:01:07,439 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 16:01:07,517 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:07,594 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-13 16:01:07,670 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 16:01:07,747 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 16:01:07,817 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 16:01:07,890 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 16:01:07,965 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 16:01:08,039 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.675
2023-04-13 16:01:08,120 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 16:01:08,202 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.676
2023-04-13 16:01:08,279 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 16:01:08,359 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 16:01:08,438 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 16:01:08,516 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 16:01:08,591 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 16:01:08,671 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 16:01:08,753 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 16:01:08,834 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 16:01:08,909 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 16:01:08,986 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 16:01:09,060 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 16:01:09,134 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 16:01:09,210 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 16:01:09,288 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 16:01:09,362 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 16:01:09,442 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 16:01:09,521 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 16:01:09,598 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 16:01:09,674 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-13 16:01:09,750 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 16:01:09,827 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:01:09,906 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:01:09,989 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:01:10,065 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-13 16:01:10,141 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-13 16:01:10,217 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 16:01:10,291 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 16:01:10,366 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-13 16:01:10,443 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 16:01:10,518 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 16:01:10,593 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-13 16:01:10,675 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 16:01:10,751 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 16:01:10,822 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-13 16:01:10,896 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-13 16:01:10,972 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:01:11,053 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 16:01:11,131 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:01:11,208 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:01:11,287 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:11,363 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:01:11,441 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:01:11,511 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:11,582 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:11,655 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:01:11,731 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:01:11,809 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 16:01:11,885 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:11,956 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:12,034 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:01:12,108 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 16:01:12,182 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 16:01:12,256 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:12,326 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:12,397 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 16:01:12,468 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:12,551 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:12,627 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:01:12,702 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:01:12,776 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:01:12,850 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:01:12,920 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:01:12,990 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:01:13,062 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 16:01:13,137 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:01:13,223 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:13,297 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:13,380 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:13,464 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:13,541 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:13,617 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:13,694 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-13 16:01:13,773 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:01:13,849 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:01:13,926 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,001 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,077 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,153 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,226 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,296 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,383 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,465 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,538 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,617 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,698 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:01:14,775 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:01:14,848 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:01:14,924 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:01:14,996 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:01:15,073 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:01:15,149 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 16:01:15,226 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 16:01:15,305 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 16:01:15,380 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:01:15,456 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 16:01:15,530 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 16:01:15,608 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:01:15,676 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 16:01:15,750 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 16:01:15,829 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 16:01:15,906 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:01:15,986 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:01:16,064 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:01:16,140 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:01:16,213 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:01:16,285 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:01:16,361 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:16,435 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:16,508 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:16,582 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:16,660 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:16,739 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:16,818 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:16,891 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:16,962 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:17,039 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 16:01:17,113 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 16:01:17,187 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 16:01:17,268 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 16:01:17,344 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 16:01:17,422 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:01:17,492 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:01:17,562 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.941, mIoU: 0.684
2023-04-13 16:01:17,631 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:01:17,699 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:01:17,768 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:01:17,834 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:01:17,899 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:01:17,964 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 16:01:18,029 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:01:18,093 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 16:01:18,157 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 16:01:18,221 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 16:01:18,283 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:01:18,347 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:01:18,416 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:01:18,491 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:01:18,565 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:18,637 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 16:01:18,709 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 16:01:18,781 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:18,850 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:18,919 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-13 16:01:18,987 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 16:01:19,051 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 16:01:19,118 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 16:01:19,185 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:01:19,251 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 16:01:19,317 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:01:19,379 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:01:19,445 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:01:19,511 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:01:20,270 semantic_segmentation INFO: Overall validation pixAcc: 94.665, mIoU: 69.861
2023-04-13 16:01:29,066 semantic_segmentation INFO: Iters: 25610/40000 || Lr: 0.008030 || Task Loss: 0.2853 || KD Loss: 0.3285|| Cost Time: 6:47:14 || Estimated Time: 3:48:49
2023-04-13 16:01:37,997 semantic_segmentation INFO: Iters: 25620/40000 || Lr: 0.008025 || Task Loss: 0.2541 || KD Loss: 0.2487|| Cost Time: 6:47:23 || Estimated Time: 3:48:39
2023-04-13 16:01:46,962 semantic_segmentation INFO: Iters: 25630/40000 || Lr: 0.008020 || Task Loss: 0.2516 || KD Loss: 0.3416|| Cost Time: 6:47:32 || Estimated Time: 3:48:29
2023-04-13 16:01:55,851 semantic_segmentation INFO: Iters: 25640/40000 || Lr: 0.008015 || Task Loss: 0.2846 || KD Loss: 0.3573|| Cost Time: 6:47:41 || Estimated Time: 3:48:19
2023-04-13 16:02:04,819 semantic_segmentation INFO: Iters: 25650/40000 || Lr: 0.008010 || Task Loss: 0.2176 || KD Loss: 0.2797|| Cost Time: 6:47:50 || Estimated Time: 3:48:09
2023-04-13 16:02:13,613 semantic_segmentation INFO: Iters: 25660/40000 || Lr: 0.008005 || Task Loss: 0.2099 || KD Loss: 0.2500|| Cost Time: 6:47:59 || Estimated Time: 3:47:59
2023-04-13 16:02:22,635 semantic_segmentation INFO: Iters: 25670/40000 || Lr: 0.008000 || Task Loss: 0.2475 || KD Loss: 0.2010|| Cost Time: 6:48:08 || Estimated Time: 3:47:50
2023-04-13 16:02:31,610 semantic_segmentation INFO: Iters: 25680/40000 || Lr: 0.007995 || Task Loss: 0.2094 || KD Loss: 0.3196|| Cost Time: 6:48:17 || Estimated Time: 3:47:40
2023-04-13 16:02:40,446 semantic_segmentation INFO: Iters: 25690/40000 || Lr: 0.007990 || Task Loss: 0.3117 || KD Loss: 0.3368|| Cost Time: 6:48:25 || Estimated Time: 3:47:30
2023-04-13 16:02:49,379 semantic_segmentation INFO: Iters: 25700/40000 || Lr: 0.007985 || Task Loss: 0.2066 || KD Loss: 0.2750|| Cost Time: 6:48:34 || Estimated Time: 3:47:20
2023-04-13 16:02:58,369 semantic_segmentation INFO: Iters: 25710/40000 || Lr: 0.007981 || Task Loss: 0.2092 || KD Loss: 0.2427|| Cost Time: 6:48:43 || Estimated Time: 3:47:10
2023-04-13 16:03:07,425 semantic_segmentation INFO: Iters: 25720/40000 || Lr: 0.007976 || Task Loss: 0.2327 || KD Loss: 0.2958|| Cost Time: 6:48:52 || Estimated Time: 3:47:00
2023-04-13 16:03:16,280 semantic_segmentation INFO: Iters: 25730/40000 || Lr: 0.007971 || Task Loss: 0.3084 || KD Loss: 0.3044|| Cost Time: 6:49:01 || Estimated Time: 3:46:50
2023-04-13 16:03:25,241 semantic_segmentation INFO: Iters: 25740/40000 || Lr: 0.007966 || Task Loss: 0.2000 || KD Loss: 0.3026|| Cost Time: 6:49:10 || Estimated Time: 3:46:41
2023-04-13 16:03:34,266 semantic_segmentation INFO: Iters: 25750/40000 || Lr: 0.007961 || Task Loss: 0.2963 || KD Loss: 0.2797|| Cost Time: 6:49:19 || Estimated Time: 3:46:31
2023-04-13 16:03:43,307 semantic_segmentation INFO: Iters: 25760/40000 || Lr: 0.007956 || Task Loss: 0.2695 || KD Loss: 0.2451|| Cost Time: 6:49:28 || Estimated Time: 3:46:21
2023-04-13 16:03:52,298 semantic_segmentation INFO: Iters: 25770/40000 || Lr: 0.007951 || Task Loss: 0.2756 || KD Loss: 0.2006|| Cost Time: 6:49:37 || Estimated Time: 3:46:11
2023-04-13 16:04:01,228 semantic_segmentation INFO: Iters: 25780/40000 || Lr: 0.007946 || Task Loss: 0.2572 || KD Loss: 0.2661|| Cost Time: 6:49:46 || Estimated Time: 3:46:01
2023-04-13 16:04:10,167 semantic_segmentation INFO: Iters: 25790/40000 || Lr: 0.007941 || Task Loss: 0.2492 || KD Loss: 0.2656|| Cost Time: 6:49:55 || Estimated Time: 3:45:51
2023-04-13 16:04:19,174 semantic_segmentation INFO: Iters: 25800/40000 || Lr: 0.007936 || Task Loss: 0.2132 || KD Loss: 0.2857|| Cost Time: 6:50:04 || Estimated Time: 3:45:41
2023-04-13 16:04:28,182 semantic_segmentation INFO: Iters: 25810/40000 || Lr: 0.007931 || Task Loss: 0.3465 || KD Loss: 0.2779|| Cost Time: 6:50:13 || Estimated Time: 3:45:32
2023-04-13 16:04:37,199 semantic_segmentation INFO: Iters: 25820/40000 || Lr: 0.007926 || Task Loss: 0.2233 || KD Loss: 0.3111|| Cost Time: 6:50:22 || Estimated Time: 3:45:22
2023-04-13 16:04:46,206 semantic_segmentation INFO: Iters: 25830/40000 || Lr: 0.007921 || Task Loss: 0.2021 || KD Loss: 0.3026|| Cost Time: 6:50:31 || Estimated Time: 3:45:12
2023-04-13 16:04:55,091 semantic_segmentation INFO: Iters: 25840/40000 || Lr: 0.007916 || Task Loss: 0.2686 || KD Loss: 0.3263|| Cost Time: 6:50:40 || Estimated Time: 3:45:02
2023-04-13 16:05:04,004 semantic_segmentation INFO: Iters: 25850/40000 || Lr: 0.007911 || Task Loss: 0.2764 || KD Loss: 0.2809|| Cost Time: 6:50:49 || Estimated Time: 3:44:52
2023-04-13 16:05:12,824 semantic_segmentation INFO: Iters: 25860/40000 || Lr: 0.007906 || Task Loss: 0.1843 || KD Loss: 0.2770|| Cost Time: 6:50:58 || Estimated Time: 3:44:42
2023-04-13 16:05:21,934 semantic_segmentation INFO: Iters: 25870/40000 || Lr: 0.007901 || Task Loss: 0.2786 || KD Loss: 0.3209|| Cost Time: 6:51:07 || Estimated Time: 3:44:33
2023-04-13 16:05:30,997 semantic_segmentation INFO: Iters: 25880/40000 || Lr: 0.007896 || Task Loss: 0.2539 || KD Loss: 0.2291|| Cost Time: 6:51:16 || Estimated Time: 3:44:23
2023-04-13 16:05:40,022 semantic_segmentation INFO: Iters: 25890/40000 || Lr: 0.007891 || Task Loss: 0.3037 || KD Loss: 0.3253|| Cost Time: 6:51:25 || Estimated Time: 3:44:13
2023-04-13 16:05:49,026 semantic_segmentation INFO: Iters: 25900/40000 || Lr: 0.007886 || Task Loss: 0.1408 || KD Loss: 0.2780|| Cost Time: 6:51:34 || Estimated Time: 3:44:03
2023-04-13 16:05:58,035 semantic_segmentation INFO: Iters: 25910/40000 || Lr: 0.007881 || Task Loss: 0.2583 || KD Loss: 0.2634|| Cost Time: 6:51:43 || Estimated Time: 3:43:53
2023-04-13 16:06:07,044 semantic_segmentation INFO: Iters: 25920/40000 || Lr: 0.007876 || Task Loss: 0.3639 || KD Loss: 0.3196|| Cost Time: 6:51:52 || Estimated Time: 3:43:43
2023-04-13 16:06:16,048 semantic_segmentation INFO: Iters: 25930/40000 || Lr: 0.007871 || Task Loss: 0.2264 || KD Loss: 0.3030|| Cost Time: 6:52:01 || Estimated Time: 3:43:34
2023-04-13 16:06:24,996 semantic_segmentation INFO: Iters: 25940/40000 || Lr: 0.007866 || Task Loss: 0.2430 || KD Loss: 0.2358|| Cost Time: 6:52:10 || Estimated Time: 3:43:24
2023-04-13 16:06:34,002 semantic_segmentation INFO: Iters: 25950/40000 || Lr: 0.007861 || Task Loss: 0.2050 || KD Loss: 0.2405|| Cost Time: 6:52:19 || Estimated Time: 3:43:14
2023-04-13 16:06:42,921 semantic_segmentation INFO: Iters: 25960/40000 || Lr: 0.007856 || Task Loss: 0.2069 || KD Loss: 0.2568|| Cost Time: 6:52:28 || Estimated Time: 3:43:04
2023-04-13 16:06:51,835 semantic_segmentation INFO: Iters: 25970/40000 || Lr: 0.007851 || Task Loss: 0.2439 || KD Loss: 0.2879|| Cost Time: 6:52:37 || Estimated Time: 3:42:54
2023-04-13 16:07:00,889 semantic_segmentation INFO: Iters: 25980/40000 || Lr: 0.007846 || Task Loss: 0.1853 || KD Loss: 0.3468|| Cost Time: 6:52:46 || Estimated Time: 3:42:44
2023-04-13 16:07:09,880 semantic_segmentation INFO: Iters: 25990/40000 || Lr: 0.007841 || Task Loss: 0.3057 || KD Loss: 0.2712|| Cost Time: 6:52:55 || Estimated Time: 3:42:35
2023-04-13 16:07:18,857 semantic_segmentation INFO: Iters: 26000/40000 || Lr: 0.007836 || Task Loss: 0.2448 || KD Loss: 0.3134|| Cost Time: 6:53:04 || Estimated Time: 3:42:25
2023-04-13 16:07:19,137 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:07:21,855 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.393
2023-04-13 16:07:22,005 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.494
2023-04-13 16:07:22,103 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.497
2023-04-13 16:07:22,197 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.525
2023-04-13 16:07:22,289 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.539
2023-04-13 16:07:22,369 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.546
2023-04-13 16:07:22,444 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.554
2023-04-13 16:07:22,527 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.586
2023-04-13 16:07:22,599 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.632
2023-04-13 16:07:22,671 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.696
2023-04-13 16:07:22,739 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.699
2023-04-13 16:07:22,813 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.716
2023-04-13 16:07:22,887 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.720
2023-04-13 16:07:22,965 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.713
2023-04-13 16:07:23,048 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.712
2023-04-13 16:07:23,131 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.700
2023-04-13 16:07:23,207 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.702
2023-04-13 16:07:23,284 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.707
2023-04-13 16:07:23,359 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.716
2023-04-13 16:07:23,435 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.723
2023-04-13 16:07:23,508 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.723
2023-04-13 16:07:23,583 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.721
2023-04-13 16:07:23,660 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.722
2023-04-13 16:07:23,741 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.730
2023-04-13 16:07:23,819 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.743
2023-04-13 16:07:23,893 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 16:07:23,968 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-13 16:07:24,048 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-13 16:07:24,126 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-13 16:07:24,205 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 16:07:24,279 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 16:07:24,354 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-13 16:07:24,427 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 16:07:24,498 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 16:07:24,568 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 16:07:24,640 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-13 16:07:24,714 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 16:07:24,787 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 16:07:24,866 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 16:07:24,943 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 16:07:25,023 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 16:07:25,100 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-13 16:07:25,174 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 16:07:25,246 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 16:07:25,322 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.730
2023-04-13 16:07:25,396 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.730
2023-04-13 16:07:25,466 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.731
2023-04-13 16:07:25,541 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 16:07:25,618 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.731
2023-04-13 16:07:25,698 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-13 16:07:25,779 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-13 16:07:25,856 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-13 16:07:25,929 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-13 16:07:26,005 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-13 16:07:26,077 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 16:07:26,153 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 16:07:26,224 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 16:07:26,305 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-13 16:07:26,381 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-13 16:07:26,457 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-13 16:07:26,534 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 16:07:26,610 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 16:07:26,681 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 16:07:26,756 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 16:07:26,827 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-13 16:07:26,895 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.740
2023-04-13 16:07:26,964 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 16:07:27,034 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-13 16:07:27,106 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-13 16:07:27,182 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 16:07:27,258 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 16:07:27,347 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 16:07:27,427 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-13 16:07:27,507 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-13 16:07:27,583 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 16:07:27,661 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-13 16:07:27,730 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 16:07:27,804 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-13 16:07:27,881 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-13 16:07:27,963 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 16:07:28,038 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 16:07:28,117 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 16:07:28,189 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 16:07:28,266 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 16:07:28,342 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.728
2023-04-13 16:07:28,418 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.728
2023-04-13 16:07:28,494 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.728
2023-04-13 16:07:28,571 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.728
2023-04-13 16:07:28,652 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 16:07:28,732 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 16:07:28,811 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 16:07:28,887 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.740
2023-04-13 16:07:28,967 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.740
2023-04-13 16:07:29,041 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 16:07:29,118 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 16:07:29,190 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 16:07:29,263 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 16:07:29,333 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 16:07:29,410 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-13 16:07:29,483 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-13 16:07:29,557 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.740
2023-04-13 16:07:29,634 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.738
2023-04-13 16:07:29,707 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:29,786 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:29,869 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:29,946 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:30,023 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:30,104 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.738
2023-04-13 16:07:30,178 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.738
2023-04-13 16:07:30,256 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:30,332 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:30,410 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:30,490 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:30,566 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:30,640 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.942, mIoU: 0.735
2023-04-13 16:07:30,717 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.942, mIoU: 0.735
2023-04-13 16:07:30,788 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:30,861 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.942, mIoU: 0.735
2023-04-13 16:07:30,933 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:31,007 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:31,079 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:31,159 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:31,238 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:31,320 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:31,395 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:31,470 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.738
2023-04-13 16:07:31,549 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.941, mIoU: 0.738
2023-04-13 16:07:31,626 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.738
2023-04-13 16:07:31,705 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.941, mIoU: 0.738
2023-04-13 16:07:31,782 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.942, mIoU: 0.738
2023-04-13 16:07:31,856 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.942, mIoU: 0.738
2023-04-13 16:07:31,927 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.942, mIoU: 0.738
2023-04-13 16:07:31,998 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.942, mIoU: 0.738
2023-04-13 16:07:32,071 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.943, mIoU: 0.738
2023-04-13 16:07:32,145 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-13 16:07:32,216 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-13 16:07:32,286 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-13 16:07:32,358 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.736
2023-04-13 16:07:32,427 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.942, mIoU: 0.735
2023-04-13 16:07:32,501 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:32,578 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:32,656 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:32,741 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:32,818 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:32,896 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:32,971 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:33,044 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-13 16:07:33,119 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:33,193 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:33,267 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:33,346 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.942, mIoU: 0.737
2023-04-13 16:07:33,427 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-13 16:07:33,503 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:33,576 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:33,652 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.942, mIoU: 0.736
2023-04-13 16:07:33,726 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.943, mIoU: 0.736
2023-04-13 16:07:33,799 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.943, mIoU: 0.736
2023-04-13 16:07:33,875 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.943, mIoU: 0.736
2023-04-13 16:07:33,952 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.943, mIoU: 0.736
2023-04-13 16:07:34,029 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.943, mIoU: 0.735
2023-04-13 16:07:34,106 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.943, mIoU: 0.735
2023-04-13 16:07:34,181 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.942, mIoU: 0.733
2023-04-13 16:07:34,255 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.942, mIoU: 0.732
2023-04-13 16:07:34,332 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.942, mIoU: 0.733
2023-04-13 16:07:34,405 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.942, mIoU: 0.733
2023-04-13 16:07:34,483 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.942, mIoU: 0.732
2023-04-13 16:07:34,553 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 16:07:34,627 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 16:07:34,709 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 16:07:34,791 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 16:07:34,867 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 16:07:34,946 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 16:07:35,029 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 16:07:35,103 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 16:07:35,191 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 16:07:35,277 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 16:07:35,350 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 16:07:35,425 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 16:07:35,506 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 16:07:35,580 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 16:07:35,655 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 16:07:35,732 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 16:07:35,808 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 16:07:35,883 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:35,963 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:36,034 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:36,110 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:36,179 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:36,251 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:36,325 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:36,399 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:36,476 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:36,556 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-13 16:07:36,634 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-13 16:07:36,709 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-13 16:07:36,782 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 16:07:36,859 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 16:07:36,931 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:37,002 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:37,077 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 16:07:37,152 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 16:07:37,226 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 16:07:37,305 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 16:07:37,388 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 16:07:37,467 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 16:07:37,544 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 16:07:37,618 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 16:07:37,692 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 16:07:37,765 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 16:07:37,840 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 16:07:37,918 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 16:07:37,997 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-13 16:07:38,074 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-13 16:07:38,157 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 16:07:38,232 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 16:07:38,310 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 16:07:38,386 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 16:07:38,459 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 16:07:38,532 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 16:07:38,604 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 16:07:38,674 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 16:07:38,745 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 16:07:38,815 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 16:07:38,885 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 16:07:38,953 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 16:07:39,021 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 16:07:39,089 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 16:07:39,155 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 16:07:39,221 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-13 16:07:39,286 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 16:07:39,349 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-13 16:07:39,411 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 16:07:39,476 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 16:07:39,544 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 16:07:39,618 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 16:07:39,693 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 16:07:39,764 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 16:07:39,837 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 16:07:39,909 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 16:07:39,980 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 16:07:40,049 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 16:07:40,119 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 16:07:40,184 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 16:07:40,252 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 16:07:40,319 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 16:07:40,385 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 16:07:40,450 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 16:07:40,513 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 16:07:40,579 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 16:07:40,645 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 16:07:40,881 semantic_segmentation INFO: Overall validation pixAcc: 95.013, mIoU: 73.271
2023-04-13 16:07:50,261 semantic_segmentation INFO: Iters: 26010/40000 || Lr: 0.007831 || Task Loss: 0.3094 || KD Loss: 0.2735|| Cost Time: 6:53:35 || Estimated Time: 3:42:27
2023-04-13 16:07:59,254 semantic_segmentation INFO: Iters: 26020/40000 || Lr: 0.007827 || Task Loss: 0.2351 || KD Loss: 0.2652|| Cost Time: 6:53:44 || Estimated Time: 3:42:17
2023-04-13 16:08:08,181 semantic_segmentation INFO: Iters: 26030/40000 || Lr: 0.007822 || Task Loss: 0.1888 || KD Loss: 0.2449|| Cost Time: 6:53:53 || Estimated Time: 3:42:07
2023-04-13 16:08:17,096 semantic_segmentation INFO: Iters: 26040/40000 || Lr: 0.007817 || Task Loss: 0.1993 || KD Loss: 0.2142|| Cost Time: 6:54:02 || Estimated Time: 3:41:57
2023-04-13 16:08:25,965 semantic_segmentation INFO: Iters: 26050/40000 || Lr: 0.007812 || Task Loss: 0.2233 || KD Loss: 0.2567|| Cost Time: 6:54:11 || Estimated Time: 3:41:48
2023-04-13 16:08:35,010 semantic_segmentation INFO: Iters: 26060/40000 || Lr: 0.007807 || Task Loss: 0.2201 || KD Loss: 0.2994|| Cost Time: 6:54:20 || Estimated Time: 3:41:38
2023-04-13 16:08:43,967 semantic_segmentation INFO: Iters: 26070/40000 || Lr: 0.007802 || Task Loss: 0.2114 || KD Loss: 0.3154|| Cost Time: 6:54:29 || Estimated Time: 3:41:28
2023-04-13 16:08:52,963 semantic_segmentation INFO: Iters: 26080/40000 || Lr: 0.007797 || Task Loss: 0.2460 || KD Loss: 0.2472|| Cost Time: 6:54:38 || Estimated Time: 3:41:18
2023-04-13 16:09:01,911 semantic_segmentation INFO: Iters: 26090/40000 || Lr: 0.007792 || Task Loss: 0.3127 || KD Loss: 0.2991|| Cost Time: 6:54:47 || Estimated Time: 3:41:08
2023-04-13 16:09:10,953 semantic_segmentation INFO: Iters: 26100/40000 || Lr: 0.007787 || Task Loss: 0.2072 || KD Loss: 0.2762|| Cost Time: 6:54:56 || Estimated Time: 3:40:58
2023-04-13 16:09:19,913 semantic_segmentation INFO: Iters: 26110/40000 || Lr: 0.007782 || Task Loss: 0.2097 || KD Loss: 0.2834|| Cost Time: 6:55:05 || Estimated Time: 3:40:49
2023-04-13 16:09:28,997 semantic_segmentation INFO: Iters: 26120/40000 || Lr: 0.007777 || Task Loss: 0.2374 || KD Loss: 0.2925|| Cost Time: 6:55:14 || Estimated Time: 3:40:39
2023-04-13 16:09:38,040 semantic_segmentation INFO: Iters: 26130/40000 || Lr: 0.007772 || Task Loss: 0.2384 || KD Loss: 0.2943|| Cost Time: 6:55:23 || Estimated Time: 3:40:29
2023-04-13 16:09:47,111 semantic_segmentation INFO: Iters: 26140/40000 || Lr: 0.007767 || Task Loss: 0.2335 || KD Loss: 0.2587|| Cost Time: 6:55:32 || Estimated Time: 3:40:19
2023-04-13 16:09:56,183 semantic_segmentation INFO: Iters: 26150/40000 || Lr: 0.007762 || Task Loss: 0.2313 || KD Loss: 0.2723|| Cost Time: 6:55:41 || Estimated Time: 3:40:09
2023-04-13 16:10:05,248 semantic_segmentation INFO: Iters: 26160/40000 || Lr: 0.007757 || Task Loss: 0.2221 || KD Loss: 0.2714|| Cost Time: 6:55:50 || Estimated Time: 3:40:00
2023-04-13 16:10:14,267 semantic_segmentation INFO: Iters: 26170/40000 || Lr: 0.007752 || Task Loss: 0.2269 || KD Loss: 0.3024|| Cost Time: 6:55:59 || Estimated Time: 3:39:50
2023-04-13 16:10:23,247 semantic_segmentation INFO: Iters: 26180/40000 || Lr: 0.007747 || Task Loss: 0.2254 || KD Loss: 0.3092|| Cost Time: 6:56:08 || Estimated Time: 3:39:40
2023-04-13 16:10:32,114 semantic_segmentation INFO: Iters: 26190/40000 || Lr: 0.007742 || Task Loss: 0.2386 || KD Loss: 0.2191|| Cost Time: 6:56:17 || Estimated Time: 3:39:30
2023-04-13 16:10:41,214 semantic_segmentation INFO: Iters: 26200/40000 || Lr: 0.007737 || Task Loss: 0.2653 || KD Loss: 0.2613|| Cost Time: 6:56:26 || Estimated Time: 3:39:20
2023-04-13 16:10:50,228 semantic_segmentation INFO: Iters: 26210/40000 || Lr: 0.007732 || Task Loss: 0.2562 || KD Loss: 0.3098|| Cost Time: 6:56:35 || Estimated Time: 3:39:11
2023-04-13 16:10:59,327 semantic_segmentation INFO: Iters: 26220/40000 || Lr: 0.007727 || Task Loss: 0.2339 || KD Loss: 0.2199|| Cost Time: 6:56:44 || Estimated Time: 3:39:01
2023-04-13 16:11:08,411 semantic_segmentation INFO: Iters: 26230/40000 || Lr: 0.007722 || Task Loss: 0.1813 || KD Loss: 0.2213|| Cost Time: 6:56:53 || Estimated Time: 3:38:51
2023-04-13 16:11:17,372 semantic_segmentation INFO: Iters: 26240/40000 || Lr: 0.007717 || Task Loss: 0.2248 || KD Loss: 0.2681|| Cost Time: 6:57:02 || Estimated Time: 3:38:41
2023-04-13 16:11:26,405 semantic_segmentation INFO: Iters: 26250/40000 || Lr: 0.007712 || Task Loss: 0.2567 || KD Loss: 0.2304|| Cost Time: 6:57:11 || Estimated Time: 3:38:31
2023-04-13 16:11:35,468 semantic_segmentation INFO: Iters: 26260/40000 || Lr: 0.007707 || Task Loss: 0.1616 || KD Loss: 0.2401|| Cost Time: 6:57:21 || Estimated Time: 3:38:22
2023-04-13 16:11:44,561 semantic_segmentation INFO: Iters: 26270/40000 || Lr: 0.007702 || Task Loss: 0.2533 || KD Loss: 0.2440|| Cost Time: 6:57:30 || Estimated Time: 3:38:12
2023-04-13 16:11:53,581 semantic_segmentation INFO: Iters: 26280/40000 || Lr: 0.007697 || Task Loss: 0.3206 || KD Loss: 0.3507|| Cost Time: 6:57:39 || Estimated Time: 3:38:02
2023-04-13 16:12:02,673 semantic_segmentation INFO: Iters: 26290/40000 || Lr: 0.007692 || Task Loss: 0.2681 || KD Loss: 0.2861|| Cost Time: 6:57:48 || Estimated Time: 3:37:52
2023-04-13 16:12:11,693 semantic_segmentation INFO: Iters: 26300/40000 || Lr: 0.007687 || Task Loss: 0.2121 || KD Loss: 0.3093|| Cost Time: 6:57:57 || Estimated Time: 3:37:42
2023-04-13 16:12:20,738 semantic_segmentation INFO: Iters: 26310/40000 || Lr: 0.007682 || Task Loss: 0.1795 || KD Loss: 0.2413|| Cost Time: 6:58:06 || Estimated Time: 3:37:33
2023-04-13 16:12:29,694 semantic_segmentation INFO: Iters: 26320/40000 || Lr: 0.007677 || Task Loss: 0.2068 || KD Loss: 0.2802|| Cost Time: 6:58:15 || Estimated Time: 3:37:23
2023-04-13 16:12:38,821 semantic_segmentation INFO: Iters: 26330/40000 || Lr: 0.007672 || Task Loss: 0.2561 || KD Loss: 0.2949|| Cost Time: 6:58:24 || Estimated Time: 3:37:13
2023-04-13 16:12:47,687 semantic_segmentation INFO: Iters: 26340/40000 || Lr: 0.007667 || Task Loss: 0.2316 || KD Loss: 0.2478|| Cost Time: 6:58:33 || Estimated Time: 3:37:03
2023-04-13 16:12:56,683 semantic_segmentation INFO: Iters: 26350/40000 || Lr: 0.007662 || Task Loss: 0.2079 || KD Loss: 0.2585|| Cost Time: 6:58:42 || Estimated Time: 3:36:53
2023-04-13 16:13:05,846 semantic_segmentation INFO: Iters: 26360/40000 || Lr: 0.007657 || Task Loss: 0.2034 || KD Loss: 0.2296|| Cost Time: 6:58:51 || Estimated Time: 3:36:44
2023-04-13 16:13:14,902 semantic_segmentation INFO: Iters: 26370/40000 || Lr: 0.007652 || Task Loss: 0.2365 || KD Loss: 0.3572|| Cost Time: 6:59:00 || Estimated Time: 3:36:34
2023-04-13 16:13:24,015 semantic_segmentation INFO: Iters: 26380/40000 || Lr: 0.007647 || Task Loss: 0.1902 || KD Loss: 0.3493|| Cost Time: 6:59:09 || Estimated Time: 3:36:24
2023-04-13 16:13:33,043 semantic_segmentation INFO: Iters: 26390/40000 || Lr: 0.007642 || Task Loss: 0.3023 || KD Loss: 0.3212|| Cost Time: 6:59:18 || Estimated Time: 3:36:14
2023-04-13 16:13:42,146 semantic_segmentation INFO: Iters: 26400/40000 || Lr: 0.007637 || Task Loss: 0.2501 || KD Loss: 0.3168|| Cost Time: 6:59:27 || Estimated Time: 3:36:05
2023-04-13 16:13:42,433 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:13:44,968 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.402
2023-04-13 16:13:45,121 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.499
2023-04-13 16:13:45,249 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.500
2023-04-13 16:13:45,361 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.528
2023-04-13 16:13:45,441 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.520
2023-04-13 16:13:45,522 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.526
2023-04-13 16:13:45,620 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.573
2023-04-13 16:13:45,705 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.617
2023-04-13 16:13:45,784 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.659
2023-04-13 16:13:45,864 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.714
2023-04-13 16:13:45,943 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.717
2023-04-13 16:13:46,020 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.720
2023-04-13 16:13:46,098 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.726
2023-04-13 16:13:46,172 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.713
2023-04-13 16:13:46,245 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.712
2023-04-13 16:13:46,324 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.703
2023-04-13 16:13:46,401 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.705
2023-04-13 16:13:46,479 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.711
2023-04-13 16:13:46,555 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.716
2023-04-13 16:13:46,628 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.724
2023-04-13 16:13:46,699 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.725
2023-04-13 16:13:46,780 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.736
2023-04-13 16:13:46,852 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.737
2023-04-13 16:13:46,925 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-13 16:13:46,994 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 16:13:47,070 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 16:13:47,145 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 16:13:47,225 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.735
2023-04-13 16:13:47,301 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 16:13:47,377 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-13 16:13:47,454 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.716
2023-04-13 16:13:47,530 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 16:13:47,609 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-13 16:13:47,684 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-13 16:13:47,760 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:13:47,837 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:13:47,913 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.711
2023-04-13 16:13:47,995 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.710
2023-04-13 16:13:48,066 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 16:13:48,137 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.702
2023-04-13 16:13:48,211 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 16:13:48,284 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.701
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2023-04-13 16:14:02,872 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 16:14:02,943 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 16:14:03,014 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 16:14:03,086 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 16:14:03,155 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 16:14:03,225 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 16:14:03,294 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 16:14:03,359 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 16:14:03,426 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 16:14:03,494 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 16:14:03,560 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 16:14:03,625 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 16:14:03,688 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 16:14:03,755 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 16:14:03,821 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-13 16:14:04,370 semantic_segmentation INFO: Overall validation pixAcc: 94.999, mIoU: 71.715
2023-04-13 16:14:13,468 semantic_segmentation INFO: Iters: 26410/40000 || Lr: 0.007632 || Task Loss: 0.2719 || KD Loss: 0.3051|| Cost Time: 6:59:59 || Estimated Time: 3:36:06
2023-04-13 16:14:22,462 semantic_segmentation INFO: Iters: 26420/40000 || Lr: 0.007627 || Task Loss: 0.3077 || KD Loss: 0.3095|| Cost Time: 7:00:08 || Estimated Time: 3:35:56
2023-04-13 16:14:31,469 semantic_segmentation INFO: Iters: 26430/40000 || Lr: 0.007622 || Task Loss: 0.3834 || KD Loss: 0.3405|| Cost Time: 7:00:17 || Estimated Time: 3:35:47
2023-04-13 16:14:40,314 semantic_segmentation INFO: Iters: 26440/40000 || Lr: 0.007617 || Task Loss: 0.2388 || KD Loss: 0.2861|| Cost Time: 7:00:25 || Estimated Time: 3:35:37
2023-04-13 16:14:49,408 semantic_segmentation INFO: Iters: 26450/40000 || Lr: 0.007612 || Task Loss: 0.3163 || KD Loss: 0.3013|| Cost Time: 7:00:34 || Estimated Time: 3:35:27
2023-04-13 16:14:58,431 semantic_segmentation INFO: Iters: 26460/40000 || Lr: 0.007607 || Task Loss: 0.3022 || KD Loss: 0.3403|| Cost Time: 7:00:43 || Estimated Time: 3:35:17
2023-04-13 16:15:07,453 semantic_segmentation INFO: Iters: 26470/40000 || Lr: 0.007602 || Task Loss: 0.2679 || KD Loss: 0.3198|| Cost Time: 7:00:53 || Estimated Time: 3:35:07
2023-04-13 16:15:16,438 semantic_segmentation INFO: Iters: 26480/40000 || Lr: 0.007597 || Task Loss: 0.2036 || KD Loss: 0.2714|| Cost Time: 7:01:01 || Estimated Time: 3:34:57
2023-04-13 16:15:25,534 semantic_segmentation INFO: Iters: 26490/40000 || Lr: 0.007592 || Task Loss: 0.1991 || KD Loss: 0.3484|| Cost Time: 7:01:11 || Estimated Time: 3:34:48
2023-04-13 16:15:34,587 semantic_segmentation INFO: Iters: 26500/40000 || Lr: 0.007587 || Task Loss: 0.2803 || KD Loss: 0.2688|| Cost Time: 7:01:20 || Estimated Time: 3:34:38
2023-04-13 16:15:43,680 semantic_segmentation INFO: Iters: 26510/40000 || Lr: 0.007582 || Task Loss: 0.2810 || KD Loss: 0.2526|| Cost Time: 7:01:29 || Estimated Time: 3:34:28
2023-04-13 16:15:52,597 semantic_segmentation INFO: Iters: 26520/40000 || Lr: 0.007577 || Task Loss: 0.2042 || KD Loss: 0.2479|| Cost Time: 7:01:38 || Estimated Time: 3:34:18
2023-04-13 16:16:01,714 semantic_segmentation INFO: Iters: 26530/40000 || Lr: 0.007572 || Task Loss: 0.2697 || KD Loss: 0.2537|| Cost Time: 7:01:47 || Estimated Time: 3:34:09
2023-04-13 16:16:10,727 semantic_segmentation INFO: Iters: 26540/40000 || Lr: 0.007567 || Task Loss: 0.1916 || KD Loss: 0.3077|| Cost Time: 7:01:56 || Estimated Time: 3:33:59
2023-04-13 16:16:19,835 semantic_segmentation INFO: Iters: 26550/40000 || Lr: 0.007562 || Task Loss: 0.3663 || KD Loss: 0.3438|| Cost Time: 7:02:05 || Estimated Time: 3:33:49
2023-04-13 16:16:28,933 semantic_segmentation INFO: Iters: 26560/40000 || Lr: 0.007557 || Task Loss: 0.2537 || KD Loss: 0.3464|| Cost Time: 7:02:14 || Estimated Time: 3:33:39
2023-04-13 16:16:37,864 semantic_segmentation INFO: Iters: 26570/40000 || Lr: 0.007552 || Task Loss: 0.2148 || KD Loss: 0.2908|| Cost Time: 7:02:23 || Estimated Time: 3:33:29
2023-04-13 16:16:46,994 semantic_segmentation INFO: Iters: 26580/40000 || Lr: 0.007547 || Task Loss: 0.3163 || KD Loss: 0.2910|| Cost Time: 7:02:32 || Estimated Time: 3:33:20
2023-04-13 16:16:56,082 semantic_segmentation INFO: Iters: 26590/40000 || Lr: 0.007542 || Task Loss: 0.2033 || KD Loss: 0.2659|| Cost Time: 7:02:41 || Estimated Time: 3:33:10
2023-04-13 16:17:05,076 semantic_segmentation INFO: Iters: 26600/40000 || Lr: 0.007537 || Task Loss: 0.2676 || KD Loss: 0.2819|| Cost Time: 7:02:50 || Estimated Time: 3:33:00
2023-04-13 16:17:14,104 semantic_segmentation INFO: Iters: 26610/40000 || Lr: 0.007532 || Task Loss: 0.3037 || KD Loss: 0.3020|| Cost Time: 7:02:59 || Estimated Time: 3:32:50
2023-04-13 16:17:23,177 semantic_segmentation INFO: Iters: 26620/40000 || Lr: 0.007527 || Task Loss: 0.2499 || KD Loss: 0.2164|| Cost Time: 7:03:08 || Estimated Time: 3:32:40
2023-04-13 16:17:32,236 semantic_segmentation INFO: Iters: 26630/40000 || Lr: 0.007522 || Task Loss: 0.2601 || KD Loss: 0.2241|| Cost Time: 7:03:17 || Estimated Time: 3:32:31
2023-04-13 16:17:41,319 semantic_segmentation INFO: Iters: 26640/40000 || Lr: 0.007517 || Task Loss: 0.2210 || KD Loss: 0.2204|| Cost Time: 7:03:26 || Estimated Time: 3:32:21
2023-04-13 16:17:50,349 semantic_segmentation INFO: Iters: 26650/40000 || Lr: 0.007512 || Task Loss: 0.3269 || KD Loss: 0.2443|| Cost Time: 7:03:35 || Estimated Time: 3:32:11
2023-04-13 16:17:59,451 semantic_segmentation INFO: Iters: 26660/40000 || Lr: 0.007507 || Task Loss: 0.2286 || KD Loss: 0.3542|| Cost Time: 7:03:45 || Estimated Time: 3:32:01
2023-04-13 16:18:08,546 semantic_segmentation INFO: Iters: 26670/40000 || Lr: 0.007502 || Task Loss: 0.2939 || KD Loss: 0.2694|| Cost Time: 7:03:54 || Estimated Time: 3:31:52
2023-04-13 16:18:17,516 semantic_segmentation INFO: Iters: 26680/40000 || Lr: 0.007497 || Task Loss: 0.1505 || KD Loss: 0.2272|| Cost Time: 7:04:03 || Estimated Time: 3:31:42
2023-04-13 16:18:26,674 semantic_segmentation INFO: Iters: 26690/40000 || Lr: 0.007492 || Task Loss: 0.2281 || KD Loss: 0.2810|| Cost Time: 7:04:12 || Estimated Time: 3:31:32
2023-04-13 16:18:35,779 semantic_segmentation INFO: Iters: 26700/40000 || Lr: 0.007487 || Task Loss: 0.1778 || KD Loss: 0.2569|| Cost Time: 7:04:21 || Estimated Time: 3:31:22
2023-04-13 16:18:44,845 semantic_segmentation INFO: Iters: 26710/40000 || Lr: 0.007482 || Task Loss: 0.2480 || KD Loss: 0.2813|| Cost Time: 7:04:30 || Estimated Time: 3:31:13
2023-04-13 16:18:53,919 semantic_segmentation INFO: Iters: 26720/40000 || Lr: 0.007477 || Task Loss: 0.2294 || KD Loss: 0.1988|| Cost Time: 7:04:39 || Estimated Time: 3:31:03
2023-04-13 16:19:02,951 semantic_segmentation INFO: Iters: 26730/40000 || Lr: 0.007472 || Task Loss: 0.3296 || KD Loss: 0.3479|| Cost Time: 7:04:48 || Estimated Time: 3:30:53
2023-04-13 16:19:12,017 semantic_segmentation INFO: Iters: 26740/40000 || Lr: 0.007467 || Task Loss: 0.1887 || KD Loss: 0.2918|| Cost Time: 7:04:57 || Estimated Time: 3:30:43
2023-04-13 16:19:21,100 semantic_segmentation INFO: Iters: 26750/40000 || Lr: 0.007462 || Task Loss: 0.2883 || KD Loss: 0.3226|| Cost Time: 7:05:06 || Estimated Time: 3:30:33
2023-04-13 16:19:30,174 semantic_segmentation INFO: Iters: 26760/40000 || Lr: 0.007457 || Task Loss: 0.2214 || KD Loss: 0.3074|| Cost Time: 7:05:15 || Estimated Time: 3:30:24
2023-04-13 16:19:39,306 semantic_segmentation INFO: Iters: 26770/40000 || Lr: 0.007452 || Task Loss: 0.1816 || KD Loss: 0.2723|| Cost Time: 7:05:24 || Estimated Time: 3:30:14
2023-04-13 16:19:48,362 semantic_segmentation INFO: Iters: 26780/40000 || Lr: 0.007447 || Task Loss: 0.2366 || KD Loss: 0.3290|| Cost Time: 7:05:33 || Estimated Time: 3:30:04
2023-04-13 16:19:57,497 semantic_segmentation INFO: Iters: 26790/40000 || Lr: 0.007442 || Task Loss: 0.2712 || KD Loss: 0.3250|| Cost Time: 7:05:43 || Estimated Time: 3:29:54
2023-04-13 16:20:06,535 semantic_segmentation INFO: Iters: 26800/40000 || Lr: 0.007437 || Task Loss: 0.2727 || KD Loss: 0.2602|| Cost Time: 7:05:52 || Estimated Time: 3:29:45
2023-04-13 16:20:06,821 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:20:09,671 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.965, mIoU: 0.398
2023-04-13 16:20:09,761 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.498
2023-04-13 16:20:09,855 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.501
2023-04-13 16:20:09,944 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.526
2023-04-13 16:20:10,028 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.546
2023-04-13 16:20:10,100 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.552
2023-04-13 16:20:10,176 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.572
2023-04-13 16:20:10,247 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.611
2023-04-13 16:20:10,322 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.659
2023-04-13 16:20:10,400 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.707
2023-04-13 16:20:10,475 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.720
2023-04-13 16:20:10,552 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.744
2023-04-13 16:20:10,628 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.740
2023-04-13 16:20:10,706 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.728
2023-04-13 16:20:10,780 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.727
2023-04-13 16:20:10,867 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.714
2023-04-13 16:20:10,945 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.715
2023-04-13 16:20:11,020 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.716
2023-04-13 16:20:11,096 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.722
2023-04-13 16:20:11,173 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.729
2023-04-13 16:20:11,253 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.729
2023-04-13 16:20:11,327 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.709
2023-04-13 16:20:11,400 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.707
2023-04-13 16:20:11,471 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.716
2023-04-13 16:20:11,544 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-13 16:20:11,622 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-13 16:20:11,703 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-13 16:20:11,778 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-13 16:20:11,849 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:20:11,925 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:20:11,997 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:20:12,072 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:20:12,146 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:20:12,223 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:20:12,299 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:12,374 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:20:12,449 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-13 16:20:12,534 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-13 16:20:12,615 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-13 16:20:12,690 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-13 16:20:12,767 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-13 16:20:12,842 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-13 16:20:12,917 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-13 16:20:12,993 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-13 16:20:13,074 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.712
2023-04-13 16:20:13,152 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.713
2023-04-13 16:20:13,228 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.713
2023-04-13 16:20:13,305 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.712
2023-04-13 16:20:13,383 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.715
2023-04-13 16:20:13,460 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.717
2023-04-13 16:20:13,536 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.717
2023-04-13 16:20:13,611 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-13 16:20:13,689 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-13 16:20:13,766 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 16:20:13,843 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:20:13,917 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-13 16:20:13,992 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-13 16:20:14,064 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-13 16:20:14,137 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 16:20:14,210 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:20:14,288 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 16:20:14,368 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 16:20:14,447 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 16:20:14,519 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:14,597 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 16:20:14,673 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-13 16:20:14,746 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:20:14,818 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:20:14,892 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-13 16:20:14,967 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-13 16:20:15,041 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-13 16:20:15,115 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 16:20:15,192 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:20:15,268 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:20:15,340 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:20:15,414 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:20:15,484 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:20:15,555 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:20:15,627 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-13 16:20:15,698 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:20:15,767 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:20:15,837 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:20:15,911 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:20:15,982 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 16:20:16,056 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 16:20:16,140 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 16:20:16,222 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 16:20:16,298 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 16:20:16,374 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 16:20:16,449 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-13 16:20:16,521 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-13 16:20:16,592 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:20:16,663 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:20:16,742 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 16:20:16,819 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 16:20:16,892 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 16:20:16,967 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:17,041 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:17,115 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:17,188 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:17,262 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:20:17,335 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-13 16:20:17,404 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-13 16:20:17,477 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-13 16:20:17,547 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-13 16:20:17,620 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:20:17,696 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:20:17,779 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-13 16:20:17,858 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-13 16:20:17,933 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 16:20:18,010 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 16:20:18,086 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 16:20:18,158 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 16:20:18,232 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 16:20:18,309 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 16:20:18,396 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 16:20:18,476 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 16:20:18,559 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:20:18,634 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 16:20:18,709 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 16:20:18,781 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-13 16:20:18,852 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 16:20:18,923 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.714
2023-04-13 16:20:19,002 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 16:20:19,081 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.941, mIoU: 0.716
2023-04-13 16:20:19,155 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-13 16:20:19,231 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-13 16:20:19,306 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-13 16:20:19,384 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-13 16:20:19,458 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-13 16:20:19,530 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-13 16:20:19,604 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-13 16:20:19,673 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-13 16:20:19,745 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-13 16:20:19,825 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-13 16:20:19,904 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:20:19,978 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:20:20,053 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:20:20,129 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:20:20,200 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 16:20:20,270 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 16:20:20,345 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 16:20:20,416 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.942, mIoU: 0.722
2023-04-13 16:20:20,485 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.722
2023-04-13 16:20:20,555 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.942, mIoU: 0.722
2023-04-13 16:20:20,635 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.942, mIoU: 0.724
2023-04-13 16:20:20,709 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.942, mIoU: 0.724
2023-04-13 16:20:20,784 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 16:20:20,864 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 16:20:20,941 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 16:20:21,020 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.942, mIoU: 0.724
2023-04-13 16:20:21,096 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-13 16:20:21,168 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.942, mIoU: 0.724
2023-04-13 16:20:21,250 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.942, mIoU: 0.724
2023-04-13 16:20:21,326 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.942, mIoU: 0.725
2023-04-13 16:20:21,405 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-13 16:20:21,487 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-13 16:20:21,566 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-13 16:20:21,640 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-13 16:20:21,712 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-13 16:20:21,789 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-13 16:20:21,870 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:20:21,946 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:20:22,025 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:20:22,096 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:20:22,168 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-13 16:20:22,239 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:22,314 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:22,384 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:22,457 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:22,528 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:22,608 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:22,689 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:22,766 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:20:22,843 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:20:22,921 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 16:20:22,996 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 16:20:23,065 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 16:20:23,137 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 16:20:23,211 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 16:20:23,282 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 16:20:23,353 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 16:20:23,435 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 16:20:23,520 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:20:23,603 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:20:23,681 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:20:23,759 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:20:23,838 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:20:23,912 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:20:23,983 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-13 16:20:24,061 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-13 16:20:24,138 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-13 16:20:24,216 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 16:20:24,291 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 16:20:24,365 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 16:20:24,437 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 16:20:24,513 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:20:24,587 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:20:24,664 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:20:24,739 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:20:24,814 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-13 16:20:24,893 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:24,969 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:25,045 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:25,117 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:25,189 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:25,261 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:25,341 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:25,417 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:25,495 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 16:20:25,570 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:25,647 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 16:20:25,723 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 16:20:25,795 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:25,868 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:25,940 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:26,010 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:26,086 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:20:26,169 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:20:26,242 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:20:26,314 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:26,385 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:26,457 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:26,527 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:26,598 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:26,668 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-13 16:20:26,736 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 16:20:26,804 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-13 16:20:26,871 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:20:26,936 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:27,000 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:20:27,063 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:20:27,130 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:20:27,199 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:20:27,267 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:20:27,338 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:27,410 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:27,483 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:27,554 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:27,625 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:27,695 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:27,762 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:27,827 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:20:27,895 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:20:27,963 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:20:28,028 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:28,094 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:28,157 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:28,223 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:28,289 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 16:20:28,658 semantic_segmentation INFO: Overall validation pixAcc: 95.104, mIoU: 72.993
2023-04-13 16:20:37,760 semantic_segmentation INFO: Iters: 26810/40000 || Lr: 0.007432 || Task Loss: 0.2042 || KD Loss: 0.2512|| Cost Time: 7:06:23 || Estimated Time: 3:29:46
2023-04-13 16:20:46,690 semantic_segmentation INFO: Iters: 26820/40000 || Lr: 0.007427 || Task Loss: 0.2097 || KD Loss: 0.2090|| Cost Time: 7:06:32 || Estimated Time: 3:29:36
2023-04-13 16:20:55,458 semantic_segmentation INFO: Iters: 26830/40000 || Lr: 0.007422 || Task Loss: 0.2296 || KD Loss: 0.2935|| Cost Time: 7:06:41 || Estimated Time: 3:29:26
2023-04-13 16:21:04,427 semantic_segmentation INFO: Iters: 26840/40000 || Lr: 0.007417 || Task Loss: 0.2494 || KD Loss: 0.2943|| Cost Time: 7:06:49 || Estimated Time: 3:29:16
2023-04-13 16:21:13,406 semantic_segmentation INFO: Iters: 26850/40000 || Lr: 0.007412 || Task Loss: 0.3573 || KD Loss: 0.2712|| Cost Time: 7:06:58 || Estimated Time: 3:29:06
2023-04-13 16:21:22,415 semantic_segmentation INFO: Iters: 26860/40000 || Lr: 0.007407 || Task Loss: 0.2548 || KD Loss: 0.2812|| Cost Time: 7:07:07 || Estimated Time: 3:28:57
2023-04-13 16:21:31,424 semantic_segmentation INFO: Iters: 26870/40000 || Lr: 0.007402 || Task Loss: 0.3137 || KD Loss: 0.3817|| Cost Time: 7:07:16 || Estimated Time: 3:28:47
2023-04-13 16:21:40,436 semantic_segmentation INFO: Iters: 26880/40000 || Lr: 0.007397 || Task Loss: 0.1814 || KD Loss: 0.3044|| Cost Time: 7:07:25 || Estimated Time: 3:28:37
2023-04-13 16:21:49,337 semantic_segmentation INFO: Iters: 26890/40000 || Lr: 0.007392 || Task Loss: 0.2279 || KD Loss: 0.3488|| Cost Time: 7:07:34 || Estimated Time: 3:28:27
2023-04-13 16:21:58,296 semantic_segmentation INFO: Iters: 26900/40000 || Lr: 0.007387 || Task Loss: 0.2402 || KD Loss: 0.2589|| Cost Time: 7:07:43 || Estimated Time: 3:28:17
2023-04-13 16:22:07,388 semantic_segmentation INFO: Iters: 26910/40000 || Lr: 0.007382 || Task Loss: 0.2381 || KD Loss: 0.2834|| Cost Time: 7:07:52 || Estimated Time: 3:28:08
2023-04-13 16:22:16,284 semantic_segmentation INFO: Iters: 26920/40000 || Lr: 0.007377 || Task Loss: 0.2445 || KD Loss: 0.2384|| Cost Time: 7:08:01 || Estimated Time: 3:27:58
2023-04-13 16:22:25,367 semantic_segmentation INFO: Iters: 26930/40000 || Lr: 0.007372 || Task Loss: 0.1616 || KD Loss: 0.2173|| Cost Time: 7:08:10 || Estimated Time: 3:27:48
2023-04-13 16:22:34,278 semantic_segmentation INFO: Iters: 26940/40000 || Lr: 0.007367 || Task Loss: 0.2572 || KD Loss: 0.2571|| Cost Time: 7:08:19 || Estimated Time: 3:27:38
2023-04-13 16:22:43,355 semantic_segmentation INFO: Iters: 26950/40000 || Lr: 0.007362 || Task Loss: 0.2708 || KD Loss: 0.2527|| Cost Time: 7:08:28 || Estimated Time: 3:27:28
2023-04-13 16:22:52,440 semantic_segmentation INFO: Iters: 26960/40000 || Lr: 0.007357 || Task Loss: 0.2521 || KD Loss: 0.2696|| Cost Time: 7:08:37 || Estimated Time: 3:27:19
2023-04-13 16:23:01,477 semantic_segmentation INFO: Iters: 26970/40000 || Lr: 0.007352 || Task Loss: 0.2702 || KD Loss: 0.2558|| Cost Time: 7:08:47 || Estimated Time: 3:27:09
2023-04-13 16:23:10,551 semantic_segmentation INFO: Iters: 26980/40000 || Lr: 0.007347 || Task Loss: 0.1568 || KD Loss: 0.3201|| Cost Time: 7:08:56 || Estimated Time: 3:26:59
2023-04-13 16:23:19,580 semantic_segmentation INFO: Iters: 26990/40000 || Lr: 0.007342 || Task Loss: 0.2197 || KD Loss: 0.2251|| Cost Time: 7:09:05 || Estimated Time: 3:26:49
2023-04-13 16:23:28,658 semantic_segmentation INFO: Iters: 27000/40000 || Lr: 0.007337 || Task Loss: 0.2277 || KD Loss: 0.2555|| Cost Time: 7:09:14 || Estimated Time: 3:26:40
2023-04-13 16:23:37,687 semantic_segmentation INFO: Iters: 27010/40000 || Lr: 0.007332 || Task Loss: 0.2760 || KD Loss: 0.2912|| Cost Time: 7:09:23 || Estimated Time: 3:26:30
2023-04-13 16:23:46,701 semantic_segmentation INFO: Iters: 27020/40000 || Lr: 0.007327 || Task Loss: 0.1933 || KD Loss: 0.2488|| Cost Time: 7:09:32 || Estimated Time: 3:26:20
2023-04-13 16:23:55,778 semantic_segmentation INFO: Iters: 27030/40000 || Lr: 0.007322 || Task Loss: 0.2585 || KD Loss: 0.2055|| Cost Time: 7:09:41 || Estimated Time: 3:26:10
2023-04-13 16:24:04,894 semantic_segmentation INFO: Iters: 27040/40000 || Lr: 0.007317 || Task Loss: 0.1778 || KD Loss: 0.2597|| Cost Time: 7:09:50 || Estimated Time: 3:26:00
2023-04-13 16:24:14,008 semantic_segmentation INFO: Iters: 27050/40000 || Lr: 0.007312 || Task Loss: 0.2731 || KD Loss: 0.3198|| Cost Time: 7:09:59 || Estimated Time: 3:25:51
2023-04-13 16:24:23,045 semantic_segmentation INFO: Iters: 27060/40000 || Lr: 0.007307 || Task Loss: 0.2198 || KD Loss: 0.2749|| Cost Time: 7:10:08 || Estimated Time: 3:25:41
2023-04-13 16:24:31,964 semantic_segmentation INFO: Iters: 27070/40000 || Lr: 0.007302 || Task Loss: 0.2421 || KD Loss: 0.2185|| Cost Time: 7:10:17 || Estimated Time: 3:25:31
2023-04-13 16:24:41,091 semantic_segmentation INFO: Iters: 27080/40000 || Lr: 0.007297 || Task Loss: 0.2279 || KD Loss: 0.2102|| Cost Time: 7:10:26 || Estimated Time: 3:25:21
2023-04-13 16:24:50,184 semantic_segmentation INFO: Iters: 27090/40000 || Lr: 0.007292 || Task Loss: 0.2030 || KD Loss: 0.2473|| Cost Time: 7:10:35 || Estimated Time: 3:25:12
2023-04-13 16:24:59,269 semantic_segmentation INFO: Iters: 27100/40000 || Lr: 0.007287 || Task Loss: 0.2629 || KD Loss: 0.3083|| Cost Time: 7:10:44 || Estimated Time: 3:25:02
2023-04-13 16:25:08,375 semantic_segmentation INFO: Iters: 27110/40000 || Lr: 0.007282 || Task Loss: 0.2233 || KD Loss: 0.3108|| Cost Time: 7:10:53 || Estimated Time: 3:24:52
2023-04-13 16:25:17,486 semantic_segmentation INFO: Iters: 27120/40000 || Lr: 0.007277 || Task Loss: 0.2242 || KD Loss: 0.3121|| Cost Time: 7:11:03 || Estimated Time: 3:24:42
2023-04-13 16:25:26,538 semantic_segmentation INFO: Iters: 27130/40000 || Lr: 0.007272 || Task Loss: 0.1980 || KD Loss: 0.2727|| Cost Time: 7:11:12 || Estimated Time: 3:24:33
2023-04-13 16:25:35,627 semantic_segmentation INFO: Iters: 27140/40000 || Lr: 0.007267 || Task Loss: 0.2581 || KD Loss: 0.2740|| Cost Time: 7:11:21 || Estimated Time: 3:24:23
2023-04-13 16:25:44,689 semantic_segmentation INFO: Iters: 27150/40000 || Lr: 0.007262 || Task Loss: 0.2104 || KD Loss: 0.2143|| Cost Time: 7:11:30 || Estimated Time: 3:24:13
2023-04-13 16:25:53,781 semantic_segmentation INFO: Iters: 27160/40000 || Lr: 0.007257 || Task Loss: 0.1977 || KD Loss: 0.3194|| Cost Time: 7:11:39 || Estimated Time: 3:24:03
2023-04-13 16:26:02,903 semantic_segmentation INFO: Iters: 27170/40000 || Lr: 0.007252 || Task Loss: 0.1984 || KD Loss: 0.2366|| Cost Time: 7:11:48 || Estimated Time: 3:23:54
2023-04-13 16:26:11,884 semantic_segmentation INFO: Iters: 27180/40000 || Lr: 0.007247 || Task Loss: 0.2509 || KD Loss: 0.2587|| Cost Time: 7:11:57 || Estimated Time: 3:23:44
2023-04-13 16:26:20,997 semantic_segmentation INFO: Iters: 27190/40000 || Lr: 0.007242 || Task Loss: 0.1899 || KD Loss: 0.3251|| Cost Time: 7:12:06 || Estimated Time: 3:23:34
2023-04-13 16:26:30,071 semantic_segmentation INFO: Iters: 27200/40000 || Lr: 0.007237 || Task Loss: 0.2598 || KD Loss: 0.2644|| Cost Time: 7:12:15 || Estimated Time: 3:23:24
2023-04-13 16:26:30,356 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:26:32,792 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.394
2023-04-13 16:26:33,183 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.497
2023-04-13 16:26:33,310 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.494
2023-04-13 16:26:33,400 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.527
2023-04-13 16:26:33,490 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.522
2023-04-13 16:26:33,573 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.527
2023-04-13 16:26:33,649 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.578
2023-04-13 16:26:33,729 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.615
2023-04-13 16:26:33,804 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.651
2023-04-13 16:26:33,879 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.691
2023-04-13 16:26:33,951 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.695
2023-04-13 16:26:34,021 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.728
2023-04-13 16:26:34,094 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.709
2023-04-13 16:26:34,173 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.706
2023-04-13 16:26:34,260 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.681
2023-04-13 16:26:34,335 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.668
2023-04-13 16:26:34,410 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.670
2023-04-13 16:26:34,492 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.677
2023-04-13 16:26:34,568 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.683
2023-04-13 16:26:34,653 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.685
2023-04-13 16:26:34,726 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.688
2023-04-13 16:26:34,806 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.713
2023-04-13 16:26:34,881 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.711
2023-04-13 16:26:34,961 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.717
2023-04-13 16:26:35,033 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-13 16:26:35,105 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 16:26:35,180 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-13 16:26:35,253 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-13 16:26:35,326 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-13 16:26:35,400 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 16:26:35,471 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-13 16:26:35,550 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.705
2023-04-13 16:26:35,632 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 16:26:35,715 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 16:26:35,789 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 16:26:35,862 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 16:26:35,936 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 16:26:36,008 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 16:26:36,078 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-13 16:26:36,151 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 16:26:36,230 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 16:26:36,308 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 16:26:36,384 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 16:26:36,464 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 16:26:36,543 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-13 16:26:36,622 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-13 16:26:36,696 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 16:26:36,772 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 16:26:36,844 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.703
2023-04-13 16:26:36,920 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.706
2023-04-13 16:26:36,998 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-13 16:26:37,080 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-13 16:26:37,158 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 16:26:37,235 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 16:26:37,311 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-13 16:26:37,386 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-13 16:26:37,465 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-13 16:26:37,544 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-13 16:26:37,622 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 16:26:37,701 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 16:26:37,778 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-13 16:26:37,859 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 16:26:37,934 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-13 16:26:38,013 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 16:26:38,091 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-13 16:26:38,170 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 16:26:38,249 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-13 16:26:38,323 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 16:26:38,399 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 16:26:38,474 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 16:26:38,545 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-13 16:26:38,621 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 16:26:38,700 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 16:26:38,779 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 16:26:38,858 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:26:38,934 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 16:26:39,005 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:26:39,082 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:26:39,159 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 16:26:39,237 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:26:39,314 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-13 16:26:39,395 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-13 16:26:39,473 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 16:26:39,544 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:26:39,619 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 16:26:39,690 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:39,763 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 16:26:39,838 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:39,921 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:39,998 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:40,077 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 16:26:40,152 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:40,230 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 16:26:40,306 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:40,382 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 16:26:40,455 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 16:26:40,532 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 16:26:40,606 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 16:26:40,686 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 16:26:40,766 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 16:26:40,844 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.680
2023-04-13 16:26:40,917 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 16:26:40,989 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 16:26:41,064 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 16:26:41,138 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 16:26:41,207 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 16:26:41,283 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 16:26:41,367 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:41,444 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:41,521 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 16:26:41,599 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:41,675 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:41,750 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 16:26:41,824 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.678
2023-04-13 16:26:41,898 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 16:26:41,976 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 16:26:42,055 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-13 16:26:42,133 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 16:26:42,209 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 16:26:42,285 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 16:26:42,357 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 16:26:42,432 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:42,511 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-13 16:26:42,593 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-13 16:26:42,671 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-13 16:26:42,748 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.680
2023-04-13 16:26:42,826 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-13 16:26:42,903 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-13 16:26:42,975 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-13 16:26:43,046 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-13 16:26:43,121 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-13 16:26:43,197 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 16:26:43,276 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 16:26:43,355 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 16:26:43,433 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 16:26:43,509 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 16:26:43,583 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 16:26:43,657 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 16:26:43,730 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 16:26:43,806 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:26:43,884 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 16:26:43,962 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:26:44,042 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:26:44,120 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:26:44,194 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:26:44,270 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:26:44,348 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 16:26:44,420 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 16:26:44,491 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 16:26:44,568 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-13 16:26:44,647 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:26:44,725 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:26:44,806 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:26:44,877 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:26:44,956 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:26:45,034 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 16:26:45,109 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 16:26:45,188 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:26:45,267 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:26:45,349 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-13 16:26:45,424 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 16:26:45,499 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 16:26:45,573 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:26:45,653 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 16:26:45,732 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 16:26:45,810 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:26:45,887 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:26:45,960 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:26:46,034 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:26:46,109 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:26:46,180 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 16:26:46,251 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-13 16:26:46,326 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:26:46,402 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:26:46,485 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:26:46,565 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:26:46,640 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 16:26:46,718 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 16:26:46,795 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:26:46,875 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:26:46,947 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:26:47,022 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-13 16:26:47,102 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-13 16:26:47,184 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 16:26:47,261 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 16:26:47,335 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 16:26:47,411 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 16:26:47,485 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 16:26:47,559 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 16:26:47,635 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 16:26:47,712 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:26:47,793 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:26:47,868 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:26:47,943 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 16:26:48,016 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 16:26:48,090 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 16:26:48,161 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 16:26:48,239 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 16:26:48,321 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 16:26:48,399 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 16:26:48,479 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-13 16:26:48,556 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-13 16:26:48,633 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:26:48,710 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:26:48,785 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:26:48,859 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:26:48,935 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:26:49,012 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:26:49,093 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:26:49,167 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:26:49,241 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:26:49,315 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:26:49,387 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.941, mIoU: 0.684
2023-04-13 16:26:49,464 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:49,538 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:49,609 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:49,682 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:49,758 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:49,834 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:49,906 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:49,976 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:50,047 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:50,117 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:50,186 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:50,254 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:50,322 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:50,391 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 16:26:50,457 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:26:50,522 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-13 16:26:50,587 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:26:50,651 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:26:50,713 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:26:50,777 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:50,840 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:50,904 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:50,970 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:51,033 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:26:51,098 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:26:51,165 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:26:51,232 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:51,299 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:51,366 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:51,431 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:51,499 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:51,568 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:26:51,636 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:26:51,706 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:26:51,778 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:26:51,854 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:51,928 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:26:52,100 semantic_segmentation INFO: Overall validation pixAcc: 94.675, mIoU: 69.946
2023-04-13 16:27:01,289 semantic_segmentation INFO: Iters: 27210/40000 || Lr: 0.007232 || Task Loss: 0.2881 || KD Loss: 0.3015|| Cost Time: 7:12:46 || Estimated Time: 3:23:25
2023-04-13 16:27:10,278 semantic_segmentation INFO: Iters: 27220/40000 || Lr: 0.007227 || Task Loss: 0.2377 || KD Loss: 0.3453|| Cost Time: 7:12:55 || Estimated Time: 3:23:15
2023-04-13 16:27:19,179 semantic_segmentation INFO: Iters: 27230/40000 || Lr: 0.007222 || Task Loss: 0.3990 || KD Loss: 0.3743|| Cost Time: 7:13:04 || Estimated Time: 3:23:05
2023-04-13 16:27:28,189 semantic_segmentation INFO: Iters: 27240/40000 || Lr: 0.007217 || Task Loss: 0.2648 || KD Loss: 0.2453|| Cost Time: 7:13:13 || Estimated Time: 3:22:56
2023-04-13 16:27:37,182 semantic_segmentation INFO: Iters: 27250/40000 || Lr: 0.007212 || Task Loss: 0.2357 || KD Loss: 0.2277|| Cost Time: 7:13:22 || Estimated Time: 3:22:46
2023-04-13 16:27:46,217 semantic_segmentation INFO: Iters: 27260/40000 || Lr: 0.007207 || Task Loss: 0.2730 || KD Loss: 0.3944|| Cost Time: 7:13:31 || Estimated Time: 3:22:36
2023-04-13 16:27:55,220 semantic_segmentation INFO: Iters: 27270/40000 || Lr: 0.007202 || Task Loss: 0.5535 || KD Loss: 0.3749|| Cost Time: 7:13:40 || Estimated Time: 3:22:26
2023-04-13 16:28:04,131 semantic_segmentation INFO: Iters: 27280/40000 || Lr: 0.007197 || Task Loss: 0.2507 || KD Loss: 0.2464|| Cost Time: 7:13:49 || Estimated Time: 3:22:16
2023-04-13 16:28:13,042 semantic_segmentation INFO: Iters: 27290/40000 || Lr: 0.007192 || Task Loss: 0.2074 || KD Loss: 0.2887|| Cost Time: 7:13:58 || Estimated Time: 3:22:07
2023-04-13 16:28:22,167 semantic_segmentation INFO: Iters: 27300/40000 || Lr: 0.007187 || Task Loss: 0.1734 || KD Loss: 0.3090|| Cost Time: 7:14:07 || Estimated Time: 3:21:57
2023-04-13 16:28:31,226 semantic_segmentation INFO: Iters: 27310/40000 || Lr: 0.007182 || Task Loss: 0.3351 || KD Loss: 0.3294|| Cost Time: 7:14:16 || Estimated Time: 3:21:47
2023-04-13 16:28:40,324 semantic_segmentation INFO: Iters: 27320/40000 || Lr: 0.007177 || Task Loss: 0.2061 || KD Loss: 0.2640|| Cost Time: 7:14:25 || Estimated Time: 3:21:37
2023-04-13 16:28:49,290 semantic_segmentation INFO: Iters: 27330/40000 || Lr: 0.007172 || Task Loss: 0.2934 || KD Loss: 0.2809|| Cost Time: 7:14:34 || Estimated Time: 3:21:27
2023-04-13 16:28:58,421 semantic_segmentation INFO: Iters: 27340/40000 || Lr: 0.007167 || Task Loss: 0.2333 || KD Loss: 0.2686|| Cost Time: 7:14:43 || Estimated Time: 3:21:18
2023-04-13 16:29:07,500 semantic_segmentation INFO: Iters: 27350/40000 || Lr: 0.007162 || Task Loss: 0.4310 || KD Loss: 0.3799|| Cost Time: 7:14:53 || Estimated Time: 3:21:08
2023-04-13 16:29:16,434 semantic_segmentation INFO: Iters: 27360/40000 || Lr: 0.007157 || Task Loss: 0.2596 || KD Loss: 0.2821|| Cost Time: 7:15:01 || Estimated Time: 3:20:58
2023-04-13 16:29:25,507 semantic_segmentation INFO: Iters: 27370/40000 || Lr: 0.007152 || Task Loss: 0.1978 || KD Loss: 0.2307|| Cost Time: 7:15:11 || Estimated Time: 3:20:48
2023-04-13 16:29:34,522 semantic_segmentation INFO: Iters: 27380/40000 || Lr: 0.007147 || Task Loss: 0.3777 || KD Loss: 0.3882|| Cost Time: 7:15:20 || Estimated Time: 3:20:39
2023-04-13 16:29:43,588 semantic_segmentation INFO: Iters: 27390/40000 || Lr: 0.007142 || Task Loss: 0.2685 || KD Loss: 0.2943|| Cost Time: 7:15:29 || Estimated Time: 3:20:29
2023-04-13 16:29:52,685 semantic_segmentation INFO: Iters: 27400/40000 || Lr: 0.007137 || Task Loss: 0.2891 || KD Loss: 0.2383|| Cost Time: 7:15:38 || Estimated Time: 3:20:19
2023-04-13 16:30:01,749 semantic_segmentation INFO: Iters: 27410/40000 || Lr: 0.007132 || Task Loss: 0.2091 || KD Loss: 0.2159|| Cost Time: 7:15:47 || Estimated Time: 3:20:09
2023-04-13 16:30:10,766 semantic_segmentation INFO: Iters: 27420/40000 || Lr: 0.007127 || Task Loss: 0.3324 || KD Loss: 0.3980|| Cost Time: 7:15:56 || Estimated Time: 3:20:00
2023-04-13 16:30:19,776 semantic_segmentation INFO: Iters: 27430/40000 || Lr: 0.007122 || Task Loss: 0.1969 || KD Loss: 0.2397|| Cost Time: 7:16:05 || Estimated Time: 3:19:50
2023-04-13 16:30:28,897 semantic_segmentation INFO: Iters: 27440/40000 || Lr: 0.007117 || Task Loss: 0.1952 || KD Loss: 0.2711|| Cost Time: 7:16:14 || Estimated Time: 3:19:40
2023-04-13 16:30:37,943 semantic_segmentation INFO: Iters: 27450/40000 || Lr: 0.007111 || Task Loss: 0.3021 || KD Loss: 0.2474|| Cost Time: 7:16:23 || Estimated Time: 3:19:30
2023-04-13 16:30:47,013 semantic_segmentation INFO: Iters: 27460/40000 || Lr: 0.007106 || Task Loss: 0.2641 || KD Loss: 0.2973|| Cost Time: 7:16:32 || Estimated Time: 3:19:21
2023-04-13 16:30:55,863 semantic_segmentation INFO: Iters: 27470/40000 || Lr: 0.007101 || Task Loss: 0.1987 || KD Loss: 0.2908|| Cost Time: 7:16:41 || Estimated Time: 3:19:11
2023-04-13 16:31:05,055 semantic_segmentation INFO: Iters: 27480/40000 || Lr: 0.007096 || Task Loss: 0.2887 || KD Loss: 0.3653|| Cost Time: 7:16:50 || Estimated Time: 3:19:01
2023-04-13 16:31:14,143 semantic_segmentation INFO: Iters: 27490/40000 || Lr: 0.007091 || Task Loss: 0.2134 || KD Loss: 0.2551|| Cost Time: 7:16:59 || Estimated Time: 3:18:51
2023-04-13 16:31:23,170 semantic_segmentation INFO: Iters: 27500/40000 || Lr: 0.007086 || Task Loss: 0.2534 || KD Loss: 0.2474|| Cost Time: 7:17:08 || Estimated Time: 3:18:42
2023-04-13 16:31:32,289 semantic_segmentation INFO: Iters: 27510/40000 || Lr: 0.007081 || Task Loss: 0.2850 || KD Loss: 0.2370|| Cost Time: 7:17:17 || Estimated Time: 3:18:32
2023-04-13 16:31:41,386 semantic_segmentation INFO: Iters: 27520/40000 || Lr: 0.007076 || Task Loss: 0.2470 || KD Loss: 0.2343|| Cost Time: 7:17:26 || Estimated Time: 3:18:22
2023-04-13 16:31:50,483 semantic_segmentation INFO: Iters: 27530/40000 || Lr: 0.007071 || Task Loss: 0.3016 || KD Loss: 0.2575|| Cost Time: 7:17:36 || Estimated Time: 3:18:12
2023-04-13 16:31:59,538 semantic_segmentation INFO: Iters: 27540/40000 || Lr: 0.007066 || Task Loss: 0.3118 || KD Loss: 0.3251|| Cost Time: 7:17:45 || Estimated Time: 3:18:03
2023-04-13 16:32:08,366 semantic_segmentation INFO: Iters: 27550/40000 || Lr: 0.007061 || Task Loss: 0.2355 || KD Loss: 0.2641|| Cost Time: 7:17:53 || Estimated Time: 3:17:53
2023-04-13 16:32:17,497 semantic_segmentation INFO: Iters: 27560/40000 || Lr: 0.007056 || Task Loss: 0.2571 || KD Loss: 0.2946|| Cost Time: 7:18:03 || Estimated Time: 3:17:43
2023-04-13 16:32:26,577 semantic_segmentation INFO: Iters: 27570/40000 || Lr: 0.007051 || Task Loss: 0.3345 || KD Loss: 0.2439|| Cost Time: 7:18:12 || Estimated Time: 3:17:33
2023-04-13 16:32:35,657 semantic_segmentation INFO: Iters: 27580/40000 || Lr: 0.007046 || Task Loss: 0.2428 || KD Loss: 0.2656|| Cost Time: 7:18:21 || Estimated Time: 3:17:23
2023-04-13 16:32:44,500 semantic_segmentation INFO: Iters: 27590/40000 || Lr: 0.007041 || Task Loss: 0.5628 || KD Loss: 0.4933|| Cost Time: 7:18:30 || Estimated Time: 3:17:14
2023-04-13 16:32:53,593 semantic_segmentation INFO: Iters: 27600/40000 || Lr: 0.007036 || Task Loss: 0.2067 || KD Loss: 0.2196|| Cost Time: 7:18:39 || Estimated Time: 3:17:04
2023-04-13 16:32:53,850 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:32:56,364 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.414
2023-04-13 16:32:56,524 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.490
2023-04-13 16:32:56,708 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.503
2023-04-13 16:32:56,856 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.534
2023-04-13 16:32:56,946 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.527
2023-04-13 16:32:57,034 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.528
2023-04-13 16:32:57,115 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.576
2023-04-13 16:32:57,188 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.602
2023-04-13 16:32:57,260 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.635
2023-04-13 16:32:57,334 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.685
2023-04-13 16:32:57,410 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.693
2023-04-13 16:32:57,491 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.729
2023-04-13 16:32:57,563 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.733
2023-04-13 16:32:57,635 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.713
2023-04-13 16:32:57,711 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.689
2023-04-13 16:32:57,787 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.683
2023-04-13 16:32:57,866 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.683
2023-04-13 16:32:57,942 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.684
2023-04-13 16:32:58,014 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.687
2023-04-13 16:32:58,087 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.694
2023-04-13 16:32:58,160 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.693
2023-04-13 16:32:58,245 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.668
2023-04-13 16:32:58,323 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.667
2023-04-13 16:32:58,401 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 16:32:58,480 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:32:58,558 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 16:32:58,634 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 16:32:58,712 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 16:32:58,791 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 16:32:58,869 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.678
2023-04-13 16:32:58,946 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 16:32:59,026 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-13 16:32:59,105 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 16:32:59,183 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.678
2023-04-13 16:32:59,260 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 16:32:59,341 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.678
2023-04-13 16:32:59,415 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-13 16:32:59,495 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-13 16:32:59,573 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 16:32:59,646 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 16:32:59,718 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.670
2023-04-13 16:32:59,789 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.670
2023-04-13 16:32:59,859 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 16:32:59,936 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-13 16:33:00,017 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 16:33:00,099 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 16:33:00,176 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.670
2023-04-13 16:33:00,251 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.668
2023-04-13 16:33:00,327 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-13 16:33:00,401 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.675
2023-04-13 16:33:00,476 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.675
2023-04-13 16:33:00,550 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:33:00,620 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 16:33:00,691 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 16:33:00,765 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.678
2023-04-13 16:33:00,842 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-13 16:33:00,915 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:33:00,991 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-13 16:33:01,069 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 16:33:01,146 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 16:33:01,223 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 16:33:01,297 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 16:33:01,373 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 16:33:01,443 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 16:33:01,519 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-13 16:33:01,592 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-13 16:33:01,673 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 16:33:01,751 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-13 16:33:01,829 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-13 16:33:01,904 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 16:33:01,980 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-13 16:33:02,055 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-13 16:33:02,135 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 16:33:02,209 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:33:02,285 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 16:33:02,369 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 16:33:02,446 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 16:33:02,523 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 16:33:02,598 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 16:33:02,668 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 16:33:02,741 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 16:33:02,815 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 16:33:02,892 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-13 16:33:02,969 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 16:33:03,044 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 16:33:03,118 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-13 16:33:03,194 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 16:33:03,266 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 16:33:03,338 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 16:33:03,410 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 16:33:03,480 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 16:33:03,548 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 16:33:03,619 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 16:33:03,692 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 16:33:03,766 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 16:33:03,840 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 16:33:03,920 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 16:33:04,001 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-13 16:33:04,082 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 16:33:04,159 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 16:33:04,233 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 16:33:04,308 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.669
2023-04-13 16:33:04,380 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.669
2023-04-13 16:33:04,456 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.669
2023-04-13 16:33:04,534 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 16:33:04,611 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 16:33:04,687 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 16:33:04,761 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 16:33:04,835 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 16:33:04,910 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 16:33:04,983 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.934, mIoU: 0.671
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2023-04-13 16:33:05,132 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 16:33:05,205 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 16:33:05,284 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 16:33:05,368 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 16:33:05,450 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 16:33:05,525 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:33:05,599 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 16:33:05,676 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 16:33:05,751 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:33:05,821 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:33:05,897 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:33:05,976 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-13 16:33:06,054 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-13 16:33:06,129 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 16:33:06,207 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 16:33:06,283 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 16:33:06,358 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 16:33:06,433 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 16:33:06,508 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 16:33:06,585 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 16:33:06,660 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 16:33:06,735 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-13 16:33:06,809 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 16:33:06,882 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 16:33:06,954 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-13 16:33:07,029 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-13 16:33:07,106 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-13 16:33:07,181 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 16:33:07,259 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 16:33:07,334 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 16:33:07,415 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 16:33:07,494 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 16:33:07,571 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 16:33:07,645 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 16:33:07,721 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 16:33:07,797 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.676
2023-04-13 16:33:07,870 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 16:33:07,944 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 16:33:08,020 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 16:33:08,096 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 16:33:08,172 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 16:33:08,252 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 16:33:08,326 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 16:33:08,398 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 16:33:08,470 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 16:33:08,542 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.935, mIoU: 0.677
2023-04-13 16:33:08,621 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 16:33:08,701 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.936, mIoU: 0.677
2023-04-13 16:33:08,780 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.936, mIoU: 0.676
2023-04-13 16:33:08,854 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 16:33:08,930 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 16:33:09,002 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 16:33:09,073 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 16:33:09,145 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 16:33:09,216 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-13 16:33:09,287 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 16:33:09,362 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 16:33:09,439 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-13 16:33:09,516 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 16:33:09,593 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 16:33:09,670 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 16:33:09,746 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 16:33:09,818 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 16:33:09,889 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 16:33:09,960 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 16:33:10,029 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-13 16:33:10,104 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-13 16:33:10,176 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 16:33:10,249 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 16:33:10,321 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 16:33:10,400 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 16:33:10,483 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 16:33:10,569 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 16:33:10,646 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-13 16:33:10,720 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-13 16:33:10,796 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-13 16:33:10,870 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-13 16:33:10,944 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 16:33:11,020 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 16:33:11,096 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-13 16:33:11,172 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 16:33:11,249 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 16:33:11,322 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 16:33:11,393 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:11,466 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:11,539 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:11,612 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 16:33:11,686 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 16:33:11,758 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:11,836 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:11,916 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:11,996 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:12,073 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:12,148 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:12,224 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-13 16:33:12,299 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 16:33:12,374 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.938, mIoU: 0.671
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2023-04-13 16:33:12,529 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.939, mIoU: 0.671
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2023-04-13 16:33:12,688 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.939, mIoU: 0.671
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2023-04-13 16:33:12,911 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.939, mIoU: 0.671
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2023-04-13 16:33:13,064 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 16:33:13,144 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 16:33:13,218 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 16:33:13,290 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.939, mIoU: 0.669
2023-04-13 16:33:13,359 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.939, mIoU: 0.670
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2023-04-13 16:33:13,496 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 16:33:13,563 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-13 16:33:13,631 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-13 16:33:13,697 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 16:33:13,763 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 16:33:13,827 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 16:33:13,891 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 16:33:13,954 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 16:33:14,016 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 16:33:14,084 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 16:33:14,158 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 16:33:14,232 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-13 16:33:14,306 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 16:33:14,378 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 16:33:14,452 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 16:33:14,523 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 16:33:14,593 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-13 16:33:14,663 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 16:33:14,730 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 16:33:14,795 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 16:33:14,862 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.940, mIoU: 0.676
2023-04-13 16:33:14,928 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.940, mIoU: 0.677
2023-04-13 16:33:14,994 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 16:33:15,059 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.940, mIoU: 0.677
2023-04-13 16:33:15,121 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 16:33:15,187 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 16:33:15,252 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-13 16:33:15,670 semantic_segmentation INFO: Overall validation pixAcc: 94.559, mIoU: 68.755
2023-04-13 16:33:24,842 semantic_segmentation INFO: Iters: 27610/40000 || Lr: 0.007031 || Task Loss: 0.2859 || KD Loss: 0.3618|| Cost Time: 7:19:10 || Estimated Time: 3:17:04
2023-04-13 16:33:33,751 semantic_segmentation INFO: Iters: 27620/40000 || Lr: 0.007026 || Task Loss: 0.1973 || KD Loss: 0.2582|| Cost Time: 7:19:19 || Estimated Time: 3:16:54
2023-04-13 16:33:42,666 semantic_segmentation INFO: Iters: 27630/40000 || Lr: 0.007021 || Task Loss: 0.2244 || KD Loss: 0.3276|| Cost Time: 7:19:28 || Estimated Time: 3:16:44
2023-04-13 16:33:51,649 semantic_segmentation INFO: Iters: 27640/40000 || Lr: 0.007016 || Task Loss: 0.2562 || KD Loss: 0.3404|| Cost Time: 7:19:37 || Estimated Time: 3:16:35
2023-04-13 16:34:00,672 semantic_segmentation INFO: Iters: 27650/40000 || Lr: 0.007011 || Task Loss: 0.2917 || KD Loss: 0.2999|| Cost Time: 7:19:46 || Estimated Time: 3:16:25
2023-04-13 16:34:09,496 semantic_segmentation INFO: Iters: 27660/40000 || Lr: 0.007006 || Task Loss: 0.2164 || KD Loss: 0.2510|| Cost Time: 7:19:55 || Estimated Time: 3:16:15
2023-04-13 16:34:18,579 semantic_segmentation INFO: Iters: 27670/40000 || Lr: 0.007001 || Task Loss: 0.4677 || KD Loss: 0.3615|| Cost Time: 7:20:04 || Estimated Time: 3:16:05
2023-04-13 16:34:27,696 semantic_segmentation INFO: Iters: 27680/40000 || Lr: 0.006996 || Task Loss: 0.2814 || KD Loss: 0.2762|| Cost Time: 7:20:13 || Estimated Time: 3:15:56
2023-04-13 16:34:36,710 semantic_segmentation INFO: Iters: 27690/40000 || Lr: 0.006991 || Task Loss: 0.2056 || KD Loss: 0.2728|| Cost Time: 7:20:22 || Estimated Time: 3:15:46
2023-04-13 16:34:45,634 semantic_segmentation INFO: Iters: 27700/40000 || Lr: 0.006986 || Task Loss: 0.2000 || KD Loss: 0.2285|| Cost Time: 7:20:31 || Estimated Time: 3:15:36
2023-04-13 16:34:54,680 semantic_segmentation INFO: Iters: 27710/40000 || Lr: 0.006981 || Task Loss: 0.3108 || KD Loss: 0.2325|| Cost Time: 7:20:40 || Estimated Time: 3:15:26
2023-04-13 16:35:03,735 semantic_segmentation INFO: Iters: 27720/40000 || Lr: 0.006976 || Task Loss: 0.3051 || KD Loss: 0.3799|| Cost Time: 7:20:49 || Estimated Time: 3:15:16
2023-04-13 16:35:12,768 semantic_segmentation INFO: Iters: 27730/40000 || Lr: 0.006971 || Task Loss: 0.2157 || KD Loss: 0.2539|| Cost Time: 7:20:58 || Estimated Time: 3:15:07
2023-04-13 16:35:21,666 semantic_segmentation INFO: Iters: 27740/40000 || Lr: 0.006966 || Task Loss: 0.2737 || KD Loss: 0.2580|| Cost Time: 7:21:07 || Estimated Time: 3:14:57
2023-04-13 16:35:30,690 semantic_segmentation INFO: Iters: 27750/40000 || Lr: 0.006960 || Task Loss: 0.2435 || KD Loss: 0.2389|| Cost Time: 7:21:16 || Estimated Time: 3:14:47
2023-04-13 16:35:39,767 semantic_segmentation INFO: Iters: 27760/40000 || Lr: 0.006955 || Task Loss: 0.2275 || KD Loss: 0.3333|| Cost Time: 7:21:25 || Estimated Time: 3:14:37
2023-04-13 16:35:48,717 semantic_segmentation INFO: Iters: 27770/40000 || Lr: 0.006950 || Task Loss: 0.2429 || KD Loss: 0.2543|| Cost Time: 7:21:34 || Estimated Time: 3:14:28
2023-04-13 16:35:57,779 semantic_segmentation INFO: Iters: 27780/40000 || Lr: 0.006945 || Task Loss: 0.1773 || KD Loss: 0.3251|| Cost Time: 7:21:43 || Estimated Time: 3:14:18
2023-04-13 16:36:06,847 semantic_segmentation INFO: Iters: 27790/40000 || Lr: 0.006940 || Task Loss: 0.2297 || KD Loss: 0.2853|| Cost Time: 7:21:52 || Estimated Time: 3:14:08
2023-04-13 16:36:15,763 semantic_segmentation INFO: Iters: 27800/40000 || Lr: 0.006935 || Task Loss: 0.2333 || KD Loss: 0.2696|| Cost Time: 7:22:01 || Estimated Time: 3:13:58
2023-04-13 16:36:24,845 semantic_segmentation INFO: Iters: 27810/40000 || Lr: 0.006930 || Task Loss: 0.2225 || KD Loss: 0.2770|| Cost Time: 7:22:10 || Estimated Time: 3:13:48
2023-04-13 16:36:33,876 semantic_segmentation INFO: Iters: 27820/40000 || Lr: 0.006925 || Task Loss: 0.2451 || KD Loss: 0.2662|| Cost Time: 7:22:19 || Estimated Time: 3:13:39
2023-04-13 16:36:42,977 semantic_segmentation INFO: Iters: 27830/40000 || Lr: 0.006920 || Task Loss: 0.2222 || KD Loss: 0.2604|| Cost Time: 7:22:28 || Estimated Time: 3:13:29
2023-04-13 16:36:52,022 semantic_segmentation INFO: Iters: 27840/40000 || Lr: 0.006915 || Task Loss: 0.1600 || KD Loss: 0.2731|| Cost Time: 7:22:37 || Estimated Time: 3:13:19
2023-04-13 16:37:01,096 semantic_segmentation INFO: Iters: 27850/40000 || Lr: 0.006910 || Task Loss: 0.2220 || KD Loss: 0.3351|| Cost Time: 7:22:46 || Estimated Time: 3:13:09
2023-04-13 16:37:10,137 semantic_segmentation INFO: Iters: 27860/40000 || Lr: 0.006905 || Task Loss: 0.2217 || KD Loss: 0.2265|| Cost Time: 7:22:55 || Estimated Time: 3:13:00
2023-04-13 16:37:19,222 semantic_segmentation INFO: Iters: 27870/40000 || Lr: 0.006900 || Task Loss: 0.1786 || KD Loss: 0.2603|| Cost Time: 7:23:04 || Estimated Time: 3:12:50
2023-04-13 16:37:28,253 semantic_segmentation INFO: Iters: 27880/40000 || Lr: 0.006895 || Task Loss: 0.1893 || KD Loss: 0.2117|| Cost Time: 7:23:13 || Estimated Time: 3:12:40
2023-04-13 16:37:37,316 semantic_segmentation INFO: Iters: 27890/40000 || Lr: 0.006890 || Task Loss: 0.2364 || KD Loss: 0.2384|| Cost Time: 7:23:22 || Estimated Time: 3:12:30
2023-04-13 16:37:46,339 semantic_segmentation INFO: Iters: 27900/40000 || Lr: 0.006885 || Task Loss: 0.4560 || KD Loss: 0.3041|| Cost Time: 7:23:31 || Estimated Time: 3:12:21
2023-04-13 16:37:55,372 semantic_segmentation INFO: Iters: 27910/40000 || Lr: 0.006880 || Task Loss: 0.2409 || KD Loss: 0.2439|| Cost Time: 7:23:40 || Estimated Time: 3:12:11
2023-04-13 16:38:04,371 semantic_segmentation INFO: Iters: 27920/40000 || Lr: 0.006875 || Task Loss: 0.2046 || KD Loss: 0.2367|| Cost Time: 7:23:49 || Estimated Time: 3:12:01
2023-04-13 16:38:13,399 semantic_segmentation INFO: Iters: 27930/40000 || Lr: 0.006870 || Task Loss: 0.2342 || KD Loss: 0.2308|| Cost Time: 7:23:58 || Estimated Time: 3:11:51
2023-04-13 16:38:22,432 semantic_segmentation INFO: Iters: 27940/40000 || Lr: 0.006865 || Task Loss: 0.2769 || KD Loss: 0.2376|| Cost Time: 7:24:07 || Estimated Time: 3:11:42
2023-04-13 16:38:31,424 semantic_segmentation INFO: Iters: 27950/40000 || Lr: 0.006860 || Task Loss: 0.1726 || KD Loss: 0.2369|| Cost Time: 7:24:16 || Estimated Time: 3:11:32
2023-04-13 16:38:40,491 semantic_segmentation INFO: Iters: 27960/40000 || Lr: 0.006855 || Task Loss: 0.2050 || KD Loss: 0.2504|| Cost Time: 7:24:26 || Estimated Time: 3:11:22
2023-04-13 16:38:49,553 semantic_segmentation INFO: Iters: 27970/40000 || Lr: 0.006849 || Task Loss: 0.2321 || KD Loss: 0.2633|| Cost Time: 7:24:35 || Estimated Time: 3:11:12
2023-04-13 16:38:58,467 semantic_segmentation INFO: Iters: 27980/40000 || Lr: 0.006844 || Task Loss: 0.2215 || KD Loss: 0.3057|| Cost Time: 7:24:44 || Estimated Time: 3:11:03
2023-04-13 16:39:07,574 semantic_segmentation INFO: Iters: 27990/40000 || Lr: 0.006839 || Task Loss: 0.1933 || KD Loss: 0.2334|| Cost Time: 7:24:53 || Estimated Time: 3:10:53
2023-04-13 16:39:16,633 semantic_segmentation INFO: Iters: 28000/40000 || Lr: 0.006834 || Task Loss: 0.2447 || KD Loss: 0.3353|| Cost Time: 7:25:02 || Estimated Time: 3:10:43
2023-04-13 16:39:16,914 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:39:19,677 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.409
2023-04-13 16:39:19,780 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.509
2023-04-13 16:39:19,879 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.513
2023-04-13 16:39:19,955 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.532
2023-04-13 16:39:20,031 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.549
2023-04-13 16:39:20,110 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.552
2023-04-13 16:39:20,183 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.535
2023-04-13 16:39:20,254 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.570
2023-04-13 16:39:20,331 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.577
2023-04-13 16:39:20,407 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.627
2023-04-13 16:39:20,483 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.633
2023-04-13 16:39:20,564 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.662
2023-04-13 16:39:20,643 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.669
2023-04-13 16:39:20,718 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.671
2023-04-13 16:39:20,795 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.670
2023-04-13 16:39:20,869 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.661
2023-04-13 16:39:20,947 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.664
2023-04-13 16:39:21,023 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.669
2023-04-13 16:39:21,097 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.681
2023-04-13 16:39:21,172 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.688
2023-04-13 16:39:21,248 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.688
2023-04-13 16:39:21,323 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.634
2023-04-13 16:39:21,394 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.636
2023-04-13 16:39:21,468 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.645
2023-04-13 16:39:21,543 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.660
2023-04-13 16:39:21,614 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.662
2023-04-13 16:39:21,690 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.661
2023-04-13 16:39:21,772 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.657
2023-04-13 16:39:21,852 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-13 16:39:21,928 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.688
2023-04-13 16:39:22,007 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:39:22,081 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-13 16:39:22,159 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-13 16:39:22,238 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.679
2023-04-13 16:39:22,315 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 16:39:22,401 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.679
2023-04-13 16:39:22,481 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-13 16:39:22,556 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.676
2023-04-13 16:39:22,626 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-13 16:39:22,700 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-13 16:39:22,775 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-13 16:39:22,850 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-13 16:39:22,922 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-13 16:39:23,004 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.672
2023-04-13 16:39:23,084 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-13 16:39:23,163 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.671
2023-04-13 16:39:23,255 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.671
2023-04-13 16:39:23,333 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-13 16:39:23,411 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.674
2023-04-13 16:39:23,488 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.676
2023-04-13 16:39:23,565 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.676
2023-04-13 16:39:23,641 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 16:39:23,716 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.676
2023-04-13 16:39:23,787 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.678
2023-04-13 16:39:23,860 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.677
2023-04-13 16:39:23,932 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-13 16:39:24,006 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-13 16:39:24,087 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:39:24,166 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 16:39:24,244 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:39:24,319 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 16:39:24,398 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 16:39:24,478 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 16:39:24,551 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-13 16:39:24,630 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 16:39:24,704 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 16:39:24,781 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 16:39:24,860 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-13 16:39:24,939 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-13 16:39:25,016 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:39:25,092 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 16:39:25,168 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:39:25,247 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 16:39:25,321 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-13 16:39:25,401 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-13 16:39:25,476 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 16:39:25,547 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-13 16:39:25,623 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-13 16:39:25,699 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.679
2023-04-13 16:39:25,773 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-13 16:39:25,848 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 16:39:25,922 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-13 16:39:25,999 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-13 16:39:26,077 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.678
2023-04-13 16:39:26,157 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.674
2023-04-13 16:39:26,235 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.674
2023-04-13 16:39:26,309 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.675
2023-04-13 16:39:26,385 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 16:39:26,458 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.674
2023-04-13 16:39:26,528 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 16:39:26,601 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-13 16:39:26,678 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 16:39:26,756 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 16:39:26,832 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-13 16:39:26,906 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:39:26,978 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:39:27,054 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:39:27,126 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:39:27,201 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:39:27,271 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-13 16:39:27,341 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.673
2023-04-13 16:39:27,420 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 16:39:27,493 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 16:39:27,572 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 16:39:27,648 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 16:39:27,723 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 16:39:27,800 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 16:39:27,877 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:39:27,950 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 16:39:28,025 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 16:39:28,102 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-13 16:39:28,188 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.670
2023-04-13 16:39:28,281 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 16:39:28,359 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-13 16:39:28,438 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 16:39:28,513 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-13 16:39:28,590 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-13 16:39:28,665 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-13 16:39:28,743 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 16:39:28,821 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 16:39:28,900 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.675
2023-04-13 16:39:28,972 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 16:39:29,046 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-13 16:39:29,117 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-13 16:39:29,191 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-13 16:39:29,266 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-13 16:39:29,343 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 16:39:29,422 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 16:39:29,499 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-13 16:39:29,575 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-13 16:39:29,652 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:39:29,728 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:39:29,802 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-13 16:39:29,879 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-13 16:39:29,958 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-13 16:39:30,036 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-13 16:39:30,112 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-13 16:39:30,185 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-13 16:39:30,257 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-13 16:39:30,333 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 16:39:30,402 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 16:39:30,479 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 16:39:30,548 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 16:39:30,620 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 16:39:30,688 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-13 16:39:30,763 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 16:39:30,836 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-13 16:39:30,911 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-13 16:39:30,989 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-13 16:39:31,066 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:39:31,143 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:39:31,225 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:39:31,299 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 16:39:31,371 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 16:39:31,443 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 16:39:31,519 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 16:39:31,598 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 16:39:31,677 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 16:39:31,753 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-13 16:39:31,828 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:39:31,907 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-13 16:39:31,977 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:39:32,053 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 16:39:32,129 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:39:32,200 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:39:32,274 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-13 16:39:32,350 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-13 16:39:32,430 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 16:39:32,510 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 16:39:32,589 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:39:32,667 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-13 16:39:32,738 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:39:32,812 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:39:32,885 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:39:32,958 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-13 16:39:33,035 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:39:33,116 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:39:33,194 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:39:33,274 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:39:33,347 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:39:33,421 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:39:33,493 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 16:39:33,571 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:39:33,650 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:39:33,728 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:39:33,804 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:39:33,880 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:39:33,953 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:39:34,026 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:39:34,100 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:39:34,177 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-13 16:39:34,252 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-13 16:39:34,328 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:39:34,403 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:39:34,478 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:39:34,554 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:39:34,631 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-13 16:39:34,711 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:39:34,785 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 16:39:34,859 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 16:39:34,932 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:39:35,012 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:39:35,092 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:39:35,173 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:39:35,252 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:39:35,326 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:39:35,399 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 16:39:35,470 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:39:35,542 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:39:35,615 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 16:39:35,697 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:39:35,777 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:39:35,851 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-13 16:39:35,927 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 16:39:36,001 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 16:39:36,076 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 16:39:36,150 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 16:39:36,223 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 16:39:36,295 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 16:39:36,362 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 16:39:36,430 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-13 16:39:36,505 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 16:39:36,580 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 16:39:36,653 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-13 16:39:36,725 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-13 16:39:36,797 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-13 16:39:36,869 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-13 16:39:36,939 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-13 16:39:37,009 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:39:37,077 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:39:37,145 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 16:39:37,210 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 16:39:37,277 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 16:39:37,342 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 16:39:37,409 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-13 16:39:37,475 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:39:37,540 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:39:37,606 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:39:37,671 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:39:37,737 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 16:39:37,802 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:39:37,870 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:39:37,943 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-13 16:39:38,017 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-13 16:39:38,090 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:39:38,162 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 16:39:38,234 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:39:38,304 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:39:38,378 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:39:38,447 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 16:39:38,774 semantic_segmentation INFO: Overall validation pixAcc: 94.747, mIoU: 69.462
2023-04-13 16:39:47,969 semantic_segmentation INFO: Iters: 28010/40000 || Lr: 0.006829 || Task Loss: 0.2005 || KD Loss: 0.2647|| Cost Time: 7:25:33 || Estimated Time: 3:10:43
2023-04-13 16:39:56,979 semantic_segmentation INFO: Iters: 28020/40000 || Lr: 0.006824 || Task Loss: 0.2138 || KD Loss: 0.2713|| Cost Time: 7:25:42 || Estimated Time: 3:10:33
2023-04-13 16:40:06,008 semantic_segmentation INFO: Iters: 28030/40000 || Lr: 0.006819 || Task Loss: 0.2340 || KD Loss: 0.2411|| Cost Time: 7:25:51 || Estimated Time: 3:10:23
2023-04-13 16:40:15,058 semantic_segmentation INFO: Iters: 28040/40000 || Lr: 0.006814 || Task Loss: 0.2518 || KD Loss: 0.3003|| Cost Time: 7:26:00 || Estimated Time: 3:10:14
2023-04-13 16:40:24,067 semantic_segmentation INFO: Iters: 28050/40000 || Lr: 0.006809 || Task Loss: 0.2223 || KD Loss: 0.2451|| Cost Time: 7:26:09 || Estimated Time: 3:10:04
2023-04-13 16:40:33,072 semantic_segmentation INFO: Iters: 28060/40000 || Lr: 0.006804 || Task Loss: 0.3470 || KD Loss: 0.3587|| Cost Time: 7:26:18 || Estimated Time: 3:09:54
2023-04-13 16:40:42,174 semantic_segmentation INFO: Iters: 28070/40000 || Lr: 0.006799 || Task Loss: 0.2138 || KD Loss: 0.2884|| Cost Time: 7:26:27 || Estimated Time: 3:09:44
2023-04-13 16:40:51,295 semantic_segmentation INFO: Iters: 28080/40000 || Lr: 0.006794 || Task Loss: 0.1925 || KD Loss: 0.2468|| Cost Time: 7:26:36 || Estimated Time: 3:09:35
2023-04-13 16:41:00,357 semantic_segmentation INFO: Iters: 28090/40000 || Lr: 0.006789 || Task Loss: 0.2337 || KD Loss: 0.2409|| Cost Time: 7:26:45 || Estimated Time: 3:09:25
2023-04-13 16:41:09,452 semantic_segmentation INFO: Iters: 28100/40000 || Lr: 0.006784 || Task Loss: 0.3238 || KD Loss: 0.3816|| Cost Time: 7:26:55 || Estimated Time: 3:09:15
2023-04-13 16:41:18,543 semantic_segmentation INFO: Iters: 28110/40000 || Lr: 0.006779 || Task Loss: 0.2687 || KD Loss: 0.2341|| Cost Time: 7:27:04 || Estimated Time: 3:09:05
2023-04-13 16:41:27,658 semantic_segmentation INFO: Iters: 28120/40000 || Lr: 0.006774 || Task Loss: 0.2675 || KD Loss: 0.2746|| Cost Time: 7:27:13 || Estimated Time: 3:08:56
2023-04-13 16:41:36,684 semantic_segmentation INFO: Iters: 28130/40000 || Lr: 0.006769 || Task Loss: 0.1885 || KD Loss: 0.2440|| Cost Time: 7:27:22 || Estimated Time: 3:08:46
2023-04-13 16:41:45,773 semantic_segmentation INFO: Iters: 28140/40000 || Lr: 0.006764 || Task Loss: 0.3066 || KD Loss: 0.2661|| Cost Time: 7:27:31 || Estimated Time: 3:08:36
2023-04-13 16:41:54,900 semantic_segmentation INFO: Iters: 28150/40000 || Lr: 0.006759 || Task Loss: 0.1728 || KD Loss: 0.2382|| Cost Time: 7:27:40 || Estimated Time: 3:08:27
2023-04-13 16:42:04,088 semantic_segmentation INFO: Iters: 28160/40000 || Lr: 0.006753 || Task Loss: 0.3001 || KD Loss: 0.3180|| Cost Time: 7:27:49 || Estimated Time: 3:08:17
2023-04-13 16:42:13,211 semantic_segmentation INFO: Iters: 28170/40000 || Lr: 0.006748 || Task Loss: 0.2197 || KD Loss: 0.2639|| Cost Time: 7:27:58 || Estimated Time: 3:08:07
2023-04-13 16:42:22,304 semantic_segmentation INFO: Iters: 28180/40000 || Lr: 0.006743 || Task Loss: 0.2355 || KD Loss: 0.3661|| Cost Time: 7:28:07 || Estimated Time: 3:07:57
2023-04-13 16:42:31,357 semantic_segmentation INFO: Iters: 28190/40000 || Lr: 0.006738 || Task Loss: 0.2607 || KD Loss: 0.2808|| Cost Time: 7:28:16 || Estimated Time: 3:07:48
2023-04-13 16:42:40,531 semantic_segmentation INFO: Iters: 28200/40000 || Lr: 0.006733 || Task Loss: 0.2211 || KD Loss: 0.2320|| Cost Time: 7:28:26 || Estimated Time: 3:07:38
2023-04-13 16:42:49,677 semantic_segmentation INFO: Iters: 28210/40000 || Lr: 0.006728 || Task Loss: 0.2019 || KD Loss: 0.2959|| Cost Time: 7:28:35 || Estimated Time: 3:07:28
2023-04-13 16:42:58,767 semantic_segmentation INFO: Iters: 28220/40000 || Lr: 0.006723 || Task Loss: 0.2316 || KD Loss: 0.2557|| Cost Time: 7:28:44 || Estimated Time: 3:07:19
2023-04-13 16:43:07,824 semantic_segmentation INFO: Iters: 28230/40000 || Lr: 0.006718 || Task Loss: 0.2715 || KD Loss: 0.2810|| Cost Time: 7:28:53 || Estimated Time: 3:07:09
2023-04-13 16:43:16,994 semantic_segmentation INFO: Iters: 28240/40000 || Lr: 0.006713 || Task Loss: 0.2443 || KD Loss: 0.3012|| Cost Time: 7:29:02 || Estimated Time: 3:06:59
2023-04-13 16:43:26,125 semantic_segmentation INFO: Iters: 28250/40000 || Lr: 0.006708 || Task Loss: 0.2466 || KD Loss: 0.2860|| Cost Time: 7:29:11 || Estimated Time: 3:06:49
2023-04-13 16:43:35,237 semantic_segmentation INFO: Iters: 28260/40000 || Lr: 0.006703 || Task Loss: 0.2594 || KD Loss: 0.3064|| Cost Time: 7:29:20 || Estimated Time: 3:06:40
2023-04-13 16:43:44,363 semantic_segmentation INFO: Iters: 28270/40000 || Lr: 0.006698 || Task Loss: 0.4141 || KD Loss: 0.2806|| Cost Time: 7:29:29 || Estimated Time: 3:06:30
2023-04-13 16:43:53,542 semantic_segmentation INFO: Iters: 28280/40000 || Lr: 0.006693 || Task Loss: 0.2063 || KD Loss: 0.2579|| Cost Time: 7:29:39 || Estimated Time: 3:06:20
2023-04-13 16:44:02,679 semantic_segmentation INFO: Iters: 28290/40000 || Lr: 0.006688 || Task Loss: 0.3008 || KD Loss: 0.3195|| Cost Time: 7:29:48 || Estimated Time: 3:06:11
2023-04-13 16:44:11,803 semantic_segmentation INFO: Iters: 28300/40000 || Lr: 0.006683 || Task Loss: 0.2332 || KD Loss: 0.3220|| Cost Time: 7:29:57 || Estimated Time: 3:06:01
2023-04-13 16:44:20,925 semantic_segmentation INFO: Iters: 28310/40000 || Lr: 0.006678 || Task Loss: 0.2788 || KD Loss: 0.2748|| Cost Time: 7:30:06 || Estimated Time: 3:05:51
2023-04-13 16:44:30,068 semantic_segmentation INFO: Iters: 28320/40000 || Lr: 0.006673 || Task Loss: 0.3843 || KD Loss: 0.3328|| Cost Time: 7:30:15 || Estimated Time: 3:05:41
2023-04-13 16:44:39,102 semantic_segmentation INFO: Iters: 28330/40000 || Lr: 0.006667 || Task Loss: 0.1578 || KD Loss: 0.2501|| Cost Time: 7:30:24 || Estimated Time: 3:05:32
2023-04-13 16:44:48,255 semantic_segmentation INFO: Iters: 28340/40000 || Lr: 0.006662 || Task Loss: 0.2861 || KD Loss: 0.2822|| Cost Time: 7:30:33 || Estimated Time: 3:05:22
2023-04-13 16:44:57,341 semantic_segmentation INFO: Iters: 28350/40000 || Lr: 0.006657 || Task Loss: 0.2959 || KD Loss: 0.2807|| Cost Time: 7:30:42 || Estimated Time: 3:05:12
2023-04-13 16:45:06,494 semantic_segmentation INFO: Iters: 28360/40000 || Lr: 0.006652 || Task Loss: 0.1746 || KD Loss: 0.2363|| Cost Time: 7:30:52 || Estimated Time: 3:05:03
2023-04-13 16:45:15,642 semantic_segmentation INFO: Iters: 28370/40000 || Lr: 0.006647 || Task Loss: 0.2215 || KD Loss: 0.2421|| Cost Time: 7:31:01 || Estimated Time: 3:04:53
2023-04-13 16:45:24,704 semantic_segmentation INFO: Iters: 28380/40000 || Lr: 0.006642 || Task Loss: 0.4065 || KD Loss: 0.3409|| Cost Time: 7:31:10 || Estimated Time: 3:04:43
2023-04-13 16:45:33,834 semantic_segmentation INFO: Iters: 28390/40000 || Lr: 0.006637 || Task Loss: 0.2780 || KD Loss: 0.3660|| Cost Time: 7:31:19 || Estimated Time: 3:04:33
2023-04-13 16:45:42,929 semantic_segmentation INFO: Iters: 28400/40000 || Lr: 0.006632 || Task Loss: 0.2200 || KD Loss: 0.2994|| Cost Time: 7:31:28 || Estimated Time: 3:04:24
2023-04-13 16:45:43,233 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:45:45,932 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.418
2023-04-13 16:45:46,021 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.494
2023-04-13 16:45:46,121 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.501
2023-04-13 16:45:46,217 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.528
2023-04-13 16:45:46,307 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.521
2023-04-13 16:45:46,384 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.522
2023-04-13 16:45:46,464 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.524
2023-04-13 16:45:46,542 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.572
2023-04-13 16:45:46,613 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.623
2023-04-13 16:45:46,690 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.681
2023-04-13 16:45:46,767 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.690
2023-04-13 16:45:46,836 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.716
2023-04-13 16:45:46,911 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.713
2023-04-13 16:45:46,989 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.706
2023-04-13 16:45:47,078 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.705
2023-04-13 16:45:47,167 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.694
2023-04-13 16:45:47,241 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.698
2023-04-13 16:45:47,316 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.701
2023-04-13 16:45:47,392 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.708
2023-04-13 16:45:47,481 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.717
2023-04-13 16:45:47,559 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.717
2023-04-13 16:45:47,643 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.719
2023-04-13 16:45:47,720 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.718
2023-04-13 16:45:47,799 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.725
2023-04-13 16:45:47,874 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.737
2023-04-13 16:45:47,952 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.736
2023-04-13 16:45:48,032 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-13 16:45:48,115 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 16:45:48,192 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 16:45:48,263 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 16:45:48,336 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-13 16:45:48,407 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-13 16:45:48,482 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.740
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2023-04-13 16:45:48,647 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 16:45:48,726 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 16:45:48,804 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.737
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2023-04-13 16:45:48,956 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 16:45:49,035 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.729
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2023-04-13 16:45:49,186 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-13 16:45:49,264 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 16:45:49,348 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.729
2023-04-13 16:45:49,425 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-13 16:45:49,498 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-13 16:45:49,576 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-13 16:45:49,650 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-13 16:45:49,727 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.731
2023-04-13 16:45:49,810 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.732
2023-04-13 16:45:49,887 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 16:45:49,960 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 16:45:50,032 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.729
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2023-04-13 16:45:50,180 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 16:45:50,257 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.729
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2023-04-13 16:45:50,668 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.740
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2023-04-13 16:45:50,814 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.740
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2023-04-13 16:45:51,206 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.742
2023-04-13 16:45:51,283 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-13 16:45:51,360 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.740
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2023-04-13 16:45:51,516 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-13 16:45:51,597 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.737
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2023-04-13 16:45:51,747 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 16:45:51,820 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 16:45:51,891 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 16:45:51,966 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-13 16:45:52,040 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.737
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2023-04-13 16:45:52,581 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.732
2023-04-13 16:45:52,660 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.731
2023-04-13 16:45:52,740 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 16:45:52,816 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 16:45:52,901 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.730
2023-04-13 16:45:52,975 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 16:45:53,048 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:45:53,129 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-13 16:45:53,205 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:45:53,283 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:45:53,355 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-13 16:45:53,428 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 16:45:53,499 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-13 16:45:53,569 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:45:53,643 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-13 16:45:53,717 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-13 16:45:53,788 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-13 16:45:53,859 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 16:45:53,939 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 16:45:54,017 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 16:45:54,096 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 16:45:54,175 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 16:45:54,255 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 16:45:54,333 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-13 16:45:54,411 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.718
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2023-04-13 16:45:54,568 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.717
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2023-04-13 16:45:54,724 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-13 16:45:54,800 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.717
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2023-04-13 16:45:54,948 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-13 16:45:55,019 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.723
2023-04-13 16:45:55,089 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.715
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2023-04-13 16:45:55,234 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.714
2023-04-13 16:45:55,313 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.713
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2023-04-13 16:45:55,632 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.716
2023-04-13 16:45:55,706 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 16:45:55,791 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 16:45:55,869 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-13 16:45:55,946 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-13 16:45:56,023 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-13 16:45:56,101 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.718
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2023-04-13 16:45:56,629 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.941, mIoU: 0.719
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2023-04-13 16:45:57,000 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.941, mIoU: 0.721
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2023-04-13 16:46:01,022 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-13 16:46:01,094 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:46:01,164 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:46:01,237 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 16:46:01,311 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:46:01,386 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:46:01,468 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:46:01,547 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:46:01,628 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:46:01,710 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:46:01,784 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:01,860 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:01,938 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:02,013 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.945, mIoU: 0.720
2023-04-13 16:46:02,089 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:02,166 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.945, mIoU: 0.720
2023-04-13 16:46:02,244 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:02,319 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:02,392 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.945, mIoU: 0.720
2023-04-13 16:46:02,466 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:02,542 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:02,617 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:02,688 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:46:02,759 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:46:02,830 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-13 16:46:02,901 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-13 16:46:02,974 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-13 16:46:03,046 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-13 16:46:03,117 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-13 16:46:03,187 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-13 16:46:03,256 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-13 16:46:03,324 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-13 16:46:03,390 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:46:03,456 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:03,521 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:03,584 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:03,649 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:03,716 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:03,785 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.945, mIoU: 0.713
2023-04-13 16:46:03,853 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:03,921 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:03,991 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:04,060 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.945, mIoU: 0.713
2023-04-13 16:46:04,129 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:04,197 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:04,265 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:04,334 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 16:46:04,408 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:46:04,482 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:46:04,553 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-13 16:46:04,622 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:46:04,690 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:46:04,760 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:46:04,829 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:46:05,001 semantic_segmentation INFO: Overall validation pixAcc: 95.080, mIoU: 72.516
2023-04-13 16:46:14,144 semantic_segmentation INFO: Iters: 28410/40000 || Lr: 0.006627 || Task Loss: 0.1660 || KD Loss: 0.2142|| Cost Time: 7:31:59 || Estimated Time: 3:04:23
2023-04-13 16:46:23,171 semantic_segmentation INFO: Iters: 28420/40000 || Lr: 0.006622 || Task Loss: 0.2435 || KD Loss: 0.2619|| Cost Time: 7:32:08 || Estimated Time: 3:04:13
2023-04-13 16:46:32,169 semantic_segmentation INFO: Iters: 28430/40000 || Lr: 0.006617 || Task Loss: 0.2012 || KD Loss: 0.2925|| Cost Time: 7:32:17 || Estimated Time: 3:04:03
2023-04-13 16:46:41,240 semantic_segmentation INFO: Iters: 28440/40000 || Lr: 0.006612 || Task Loss: 0.2363 || KD Loss: 0.2242|| Cost Time: 7:32:26 || Estimated Time: 3:03:54
2023-04-13 16:46:50,313 semantic_segmentation INFO: Iters: 28450/40000 || Lr: 0.006607 || Task Loss: 0.1893 || KD Loss: 0.2825|| Cost Time: 7:32:35 || Estimated Time: 3:03:44
2023-04-13 16:46:59,373 semantic_segmentation INFO: Iters: 28460/40000 || Lr: 0.006602 || Task Loss: 0.1752 || KD Loss: 0.2134|| Cost Time: 7:32:44 || Estimated Time: 3:03:34
2023-04-13 16:47:08,325 semantic_segmentation INFO: Iters: 28470/40000 || Lr: 0.006596 || Task Loss: 0.2297 || KD Loss: 0.1938|| Cost Time: 7:32:53 || Estimated Time: 3:03:24
2023-04-13 16:47:17,440 semantic_segmentation INFO: Iters: 28480/40000 || Lr: 0.006591 || Task Loss: 0.2376 || KD Loss: 0.2556|| Cost Time: 7:33:02 || Estimated Time: 3:03:15
2023-04-13 16:47:26,553 semantic_segmentation INFO: Iters: 28490/40000 || Lr: 0.006586 || Task Loss: 0.2036 || KD Loss: 0.2514|| Cost Time: 7:33:12 || Estimated Time: 3:03:05
2023-04-13 16:47:35,580 semantic_segmentation INFO: Iters: 28500/40000 || Lr: 0.006581 || Task Loss: 0.1966 || KD Loss: 0.2654|| Cost Time: 7:33:21 || Estimated Time: 3:02:55
2023-04-13 16:47:44,705 semantic_segmentation INFO: Iters: 28510/40000 || Lr: 0.006576 || Task Loss: 0.2530 || KD Loss: 0.2627|| Cost Time: 7:33:30 || Estimated Time: 3:02:46
2023-04-13 16:47:53,802 semantic_segmentation INFO: Iters: 28520/40000 || Lr: 0.006571 || Task Loss: 0.2284 || KD Loss: 0.2817|| Cost Time: 7:33:39 || Estimated Time: 3:02:36
2023-04-13 16:48:02,993 semantic_segmentation INFO: Iters: 28530/40000 || Lr: 0.006566 || Task Loss: 0.1974 || KD Loss: 0.2696|| Cost Time: 7:33:48 || Estimated Time: 3:02:26
2023-04-13 16:48:12,121 semantic_segmentation INFO: Iters: 28540/40000 || Lr: 0.006561 || Task Loss: 0.2320 || KD Loss: 0.2538|| Cost Time: 7:33:57 || Estimated Time: 3:02:16
2023-04-13 16:48:21,252 semantic_segmentation INFO: Iters: 28550/40000 || Lr: 0.006556 || Task Loss: 0.2590 || KD Loss: 0.2563|| Cost Time: 7:34:06 || Estimated Time: 3:02:07
2023-04-13 16:48:30,371 semantic_segmentation INFO: Iters: 28560/40000 || Lr: 0.006551 || Task Loss: 0.2356 || KD Loss: 0.2566|| Cost Time: 7:34:15 || Estimated Time: 3:01:57
2023-04-13 16:48:39,486 semantic_segmentation INFO: Iters: 28570/40000 || Lr: 0.006546 || Task Loss: 0.2636 || KD Loss: 0.3346|| Cost Time: 7:34:25 || Estimated Time: 3:01:47
2023-04-13 16:48:48,489 semantic_segmentation INFO: Iters: 28580/40000 || Lr: 0.006541 || Task Loss: 0.1536 || KD Loss: 0.2303|| Cost Time: 7:34:34 || Estimated Time: 3:01:38
2023-04-13 16:48:57,699 semantic_segmentation INFO: Iters: 28590/40000 || Lr: 0.006536 || Task Loss: 0.1935 || KD Loss: 0.2093|| Cost Time: 7:34:43 || Estimated Time: 3:01:28
2023-04-13 16:49:06,826 semantic_segmentation INFO: Iters: 28600/40000 || Lr: 0.006531 || Task Loss: 0.2388 || KD Loss: 0.2373|| Cost Time: 7:34:52 || Estimated Time: 3:01:18
2023-04-13 16:49:15,997 semantic_segmentation INFO: Iters: 28610/40000 || Lr: 0.006525 || Task Loss: 0.2697 || KD Loss: 0.2585|| Cost Time: 7:35:01 || Estimated Time: 3:01:08
2023-04-13 16:49:25,146 semantic_segmentation INFO: Iters: 28620/40000 || Lr: 0.006520 || Task Loss: 0.2292 || KD Loss: 0.2598|| Cost Time: 7:35:10 || Estimated Time: 3:00:59
2023-04-13 16:49:34,254 semantic_segmentation INFO: Iters: 28630/40000 || Lr: 0.006515 || Task Loss: 0.2374 || KD Loss: 0.2698|| Cost Time: 7:35:19 || Estimated Time: 3:00:49
2023-04-13 16:49:43,368 semantic_segmentation INFO: Iters: 28640/40000 || Lr: 0.006510 || Task Loss: 0.1902 || KD Loss: 0.2347|| Cost Time: 7:35:28 || Estimated Time: 3:00:39
2023-04-13 16:49:52,498 semantic_segmentation INFO: Iters: 28650/40000 || Lr: 0.006505 || Task Loss: 0.2275 || KD Loss: 0.2429|| Cost Time: 7:35:38 || Estimated Time: 3:00:30
2023-04-13 16:50:01,638 semantic_segmentation INFO: Iters: 28660/40000 || Lr: 0.006500 || Task Loss: 0.2361 || KD Loss: 0.2133|| Cost Time: 7:35:47 || Estimated Time: 3:00:20
2023-04-13 16:50:10,768 semantic_segmentation INFO: Iters: 28670/40000 || Lr: 0.006495 || Task Loss: 0.1594 || KD Loss: 0.3346|| Cost Time: 7:35:56 || Estimated Time: 3:00:10
2023-04-13 16:50:19,881 semantic_segmentation INFO: Iters: 28680/40000 || Lr: 0.006490 || Task Loss: 0.2537 || KD Loss: 0.2702|| Cost Time: 7:36:05 || Estimated Time: 3:00:01
2023-04-13 16:50:28,899 semantic_segmentation INFO: Iters: 28690/40000 || Lr: 0.006485 || Task Loss: 0.2504 || KD Loss: 0.2597|| Cost Time: 7:36:14 || Estimated Time: 2:59:51
2023-04-13 16:50:37,968 semantic_segmentation INFO: Iters: 28700/40000 || Lr: 0.006480 || Task Loss: 0.2426 || KD Loss: 0.2798|| Cost Time: 7:36:23 || Estimated Time: 2:59:41
2023-04-13 16:50:47,081 semantic_segmentation INFO: Iters: 28710/40000 || Lr: 0.006475 || Task Loss: 0.2746 || KD Loss: 0.3058|| Cost Time: 7:36:32 || Estimated Time: 2:59:31
2023-04-13 16:50:56,255 semantic_segmentation INFO: Iters: 28720/40000 || Lr: 0.006470 || Task Loss: 0.2425 || KD Loss: 0.2380|| Cost Time: 7:36:41 || Estimated Time: 2:59:22
2023-04-13 16:51:05,274 semantic_segmentation INFO: Iters: 28730/40000 || Lr: 0.006465 || Task Loss: 0.1913 || KD Loss: 0.2607|| Cost Time: 7:36:50 || Estimated Time: 2:59:12
2023-04-13 16:51:14,462 semantic_segmentation INFO: Iters: 28740/40000 || Lr: 0.006459 || Task Loss: 0.2880 || KD Loss: 0.2793|| Cost Time: 7:37:00 || Estimated Time: 2:59:02
2023-04-13 16:51:23,581 semantic_segmentation INFO: Iters: 28750/40000 || Lr: 0.006454 || Task Loss: 0.2093 || KD Loss: 0.2416|| Cost Time: 7:37:09 || Estimated Time: 2:58:53
2023-04-13 16:51:32,709 semantic_segmentation INFO: Iters: 28760/40000 || Lr: 0.006449 || Task Loss: 0.3105 || KD Loss: 0.3815|| Cost Time: 7:37:18 || Estimated Time: 2:58:43
2023-04-13 16:51:41,797 semantic_segmentation INFO: Iters: 28770/40000 || Lr: 0.006444 || Task Loss: 0.3333 || KD Loss: 0.3070|| Cost Time: 7:37:27 || Estimated Time: 2:58:33
2023-04-13 16:51:50,939 semantic_segmentation INFO: Iters: 28780/40000 || Lr: 0.006439 || Task Loss: 0.4891 || KD Loss: 0.4208|| Cost Time: 7:37:36 || Estimated Time: 2:58:23
2023-04-13 16:52:00,060 semantic_segmentation INFO: Iters: 28790/40000 || Lr: 0.006434 || Task Loss: 0.2970 || KD Loss: 0.2774|| Cost Time: 7:37:45 || Estimated Time: 2:58:14
2023-04-13 16:52:09,187 semantic_segmentation INFO: Iters: 28800/40000 || Lr: 0.006429 || Task Loss: 0.2406 || KD Loss: 0.2990|| Cost Time: 7:37:54 || Estimated Time: 2:58:04
2023-04-13 16:52:09,496 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:52:12,006 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.416
2023-04-13 16:52:12,164 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.514
2023-04-13 16:52:12,286 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.522
2023-04-13 16:52:12,516 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.547
2023-04-13 16:52:12,604 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.552
2023-04-13 16:52:12,695 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.556
2023-04-13 16:52:12,780 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.586
2023-04-13 16:52:12,851 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.631
2023-04-13 16:52:12,925 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.676
2023-04-13 16:52:13,000 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.730
2023-04-13 16:52:13,087 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.740
2023-04-13 16:52:13,169 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.760
2023-04-13 16:52:13,247 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.750
2023-04-13 16:52:13,321 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.735
2023-04-13 16:52:13,396 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.716
2023-04-13 16:52:13,474 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.704
2023-04-13 16:52:13,551 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.704
2023-04-13 16:52:13,625 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.711
2023-04-13 16:52:13,699 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.713
2023-04-13 16:52:13,771 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.720
2023-04-13 16:52:13,851 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.720
2023-04-13 16:52:13,930 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.729
2023-04-13 16:52:14,007 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.727
2023-04-13 16:52:14,082 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 16:52:14,158 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 16:52:14,231 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 16:52:14,305 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.729
2023-04-13 16:52:14,381 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-13 16:52:14,454 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-13 16:52:14,531 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-13 16:52:14,605 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-13 16:52:14,681 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 16:52:14,763 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-13 16:52:14,838 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-13 16:52:14,912 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-13 16:52:14,984 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-13 16:52:15,055 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-13 16:52:15,130 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 16:52:15,203 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:15,278 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.716
2023-04-13 16:52:15,357 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-13 16:52:15,435 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-13 16:52:15,513 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-13 16:52:15,592 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.715
2023-04-13 16:52:15,669 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.713
2023-04-13 16:52:15,743 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.713
2023-04-13 16:52:15,819 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.714
2023-04-13 16:52:15,897 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.713
2023-04-13 16:52:15,975 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.716
2023-04-13 16:52:16,051 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.719
2023-04-13 16:52:16,130 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.719
2023-04-13 16:52:16,208 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.712
2023-04-13 16:52:16,279 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.713
2023-04-13 16:52:16,350 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.717
2023-04-13 16:52:16,421 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:16,500 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.707
2023-04-13 16:52:16,566 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.708
2023-04-13 16:52:16,639 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 16:52:16,719 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:16,798 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 16:52:16,881 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:16,976 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-13 16:52:17,072 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-13 16:52:17,155 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-13 16:52:17,232 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-13 16:52:17,307 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-13 16:52:17,380 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-13 16:52:17,453 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-13 16:52:17,532 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-13 16:52:17,607 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-13 16:52:17,682 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-13 16:52:17,763 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-13 16:52:17,840 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:52:17,918 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:52:17,989 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:52:18,075 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-13 16:52:18,144 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 16:52:18,213 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 16:52:18,288 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.715
2023-04-13 16:52:18,367 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-13 16:52:18,450 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-13 16:52:18,524 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-13 16:52:18,600 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-13 16:52:18,677 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 16:52:18,752 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 16:52:18,827 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:18,905 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:18,985 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 16:52:19,061 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 16:52:19,138 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.708
2023-04-13 16:52:19,210 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 16:52:19,280 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-13 16:52:19,352 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-13 16:52:19,425 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-13 16:52:19,496 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-13 16:52:19,572 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-13 16:52:19,655 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 16:52:19,730 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 16:52:19,805 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-13 16:52:19,883 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-13 16:52:19,960 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 16:52:20,036 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-13 16:52:20,109 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-13 16:52:20,182 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-13 16:52:20,254 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-13 16:52:20,328 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 16:52:20,406 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 16:52:20,485 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 16:52:20,563 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 16:52:20,637 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 16:52:20,715 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 16:52:20,785 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 16:52:20,859 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 16:52:20,931 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-13 16:52:21,005 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-13 16:52:21,079 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-13 16:52:21,157 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 16:52:21,232 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:21,306 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:21,383 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:21,459 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:21,531 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:21,603 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:21,673 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:21,748 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:21,824 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:21,893 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-13 16:52:21,971 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-13 16:52:22,050 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:22,130 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:22,206 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:22,281 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 16:52:22,359 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 16:52:22,432 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 16:52:22,508 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 16:52:22,581 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 16:52:22,665 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 16:52:22,745 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 16:52:22,821 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.943, mIoU: 0.710
2023-04-13 16:52:22,898 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:22,969 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 16:52:23,044 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 16:52:23,118 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 16:52:23,193 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 16:52:23,267 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:23,342 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 16:52:23,420 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 16:52:23,500 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 16:52:23,580 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 16:52:23,657 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 16:52:23,732 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 16:52:23,806 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 16:52:23,882 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 16:52:23,959 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 16:52:24,037 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-13 16:52:24,114 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-13 16:52:24,191 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-13 16:52:24,266 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-13 16:52:24,341 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-13 16:52:24,419 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-13 16:52:24,496 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-13 16:52:24,572 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:24,647 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:24,725 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:24,802 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:24,877 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-13 16:52:24,950 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 16:52:25,024 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 16:52:25,097 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 16:52:25,167 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 16:52:25,240 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 16:52:25,319 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 16:52:25,399 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 16:52:25,474 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 16:52:25,547 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 16:52:25,625 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 16:52:25,701 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 16:52:25,771 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 16:52:25,845 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 16:52:25,919 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-13 16:52:25,991 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 16:52:26,069 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 16:52:26,147 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 16:52:26,227 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 16:52:26,304 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 16:52:26,379 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 16:52:26,452 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 16:52:26,524 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 16:52:26,599 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 16:52:26,670 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-13 16:52:26,748 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-13 16:52:26,822 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-13 16:52:26,905 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 16:52:26,983 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 16:52:27,061 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 16:52:27,135 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 16:52:27,211 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 16:52:27,284 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-13 16:52:27,353 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-13 16:52:27,423 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-13 16:52:27,500 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 16:52:27,580 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 16:52:27,658 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 16:52:27,734 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 16:52:27,814 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 16:52:27,887 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 16:52:27,960 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 16:52:28,036 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.946, mIoU: 0.715
2023-04-13 16:52:28,110 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.946, mIoU: 0.715
2023-04-13 16:52:28,189 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:28,269 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:28,345 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:28,423 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:28,501 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:28,577 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:28,650 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:28,725 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:28,799 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:28,874 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:28,945 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-13 16:52:29,015 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-13 16:52:29,084 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.947, mIoU: 0.713
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2023-04-13 16:52:29,226 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.948, mIoU: 0.713
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2023-04-13 16:52:29,577 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:29,642 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-13 16:52:29,706 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 16:52:29,768 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.947, mIoU: 0.713
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2023-04-13 16:52:29,896 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-13 16:52:29,964 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-13 16:52:30,036 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-13 16:52:30,106 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 16:52:30,177 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 16:52:30,247 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-13 16:52:30,318 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-13 16:52:30,387 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 16:52:30,455 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 16:52:30,521 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 16:52:30,588 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-13 16:52:30,655 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-13 16:52:30,721 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:30,787 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-13 16:52:30,852 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:30,922 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:30,993 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-13 16:52:31,230 semantic_segmentation INFO: Overall validation pixAcc: 95.128, mIoU: 71.444
2023-04-13 16:52:40,423 semantic_segmentation INFO: Iters: 28810/40000 || Lr: 0.006424 || Task Loss: 0.2339 || KD Loss: 0.2662|| Cost Time: 7:38:25 || Estimated Time: 2:58:03
2023-04-13 16:52:49,148 semantic_segmentation INFO: Iters: 28820/40000 || Lr: 0.006419 || Task Loss: 0.3274 || KD Loss: 0.2298|| Cost Time: 7:38:34 || Estimated Time: 2:57:53
2023-04-13 16:52:58,197 semantic_segmentation INFO: Iters: 28830/40000 || Lr: 0.006414 || Task Loss: 0.2234 || KD Loss: 0.2265|| Cost Time: 7:38:43 || Estimated Time: 2:57:43
2023-04-13 16:53:07,196 semantic_segmentation INFO: Iters: 28840/40000 || Lr: 0.006409 || Task Loss: 0.1734 || KD Loss: 0.2639|| Cost Time: 7:38:52 || Estimated Time: 2:57:34
2023-04-13 16:53:16,145 semantic_segmentation INFO: Iters: 28850/40000 || Lr: 0.006403 || Task Loss: 0.2848 || KD Loss: 0.3075|| Cost Time: 7:39:01 || Estimated Time: 2:57:24
2023-04-13 16:53:25,060 semantic_segmentation INFO: Iters: 28860/40000 || Lr: 0.006398 || Task Loss: 0.2008 || KD Loss: 0.2061|| Cost Time: 7:39:10 || Estimated Time: 2:57:14
2023-04-13 16:53:34,134 semantic_segmentation INFO: Iters: 28870/40000 || Lr: 0.006393 || Task Loss: 0.1421 || KD Loss: 0.1855|| Cost Time: 7:39:19 || Estimated Time: 2:57:04
2023-04-13 16:53:43,036 semantic_segmentation INFO: Iters: 28880/40000 || Lr: 0.006388 || Task Loss: 0.2277 || KD Loss: 0.3176|| Cost Time: 7:39:28 || Estimated Time: 2:56:54
2023-04-13 16:53:52,006 semantic_segmentation INFO: Iters: 28890/40000 || Lr: 0.006383 || Task Loss: 0.1901 || KD Loss: 0.2323|| Cost Time: 7:39:37 || Estimated Time: 2:56:45
2023-04-13 16:54:01,098 semantic_segmentation INFO: Iters: 28900/40000 || Lr: 0.006378 || Task Loss: 0.1467 || KD Loss: 0.2059|| Cost Time: 7:39:46 || Estimated Time: 2:56:35
2023-04-13 16:54:10,220 semantic_segmentation INFO: Iters: 28910/40000 || Lr: 0.006373 || Task Loss: 0.1947 || KD Loss: 0.2717|| Cost Time: 7:39:55 || Estimated Time: 2:56:25
2023-04-13 16:54:19,212 semantic_segmentation INFO: Iters: 28920/40000 || Lr: 0.006368 || Task Loss: 0.2229 || KD Loss: 0.2342|| Cost Time: 7:40:04 || Estimated Time: 2:56:15
2023-04-13 16:54:28,292 semantic_segmentation INFO: Iters: 28930/40000 || Lr: 0.006363 || Task Loss: 0.2394 || KD Loss: 0.2790|| Cost Time: 7:40:13 || Estimated Time: 2:56:06
2023-04-13 16:54:37,264 semantic_segmentation INFO: Iters: 28940/40000 || Lr: 0.006358 || Task Loss: 0.2146 || KD Loss: 0.1882|| Cost Time: 7:40:22 || Estimated Time: 2:55:56
2023-04-13 16:54:46,291 semantic_segmentation INFO: Iters: 28950/40000 || Lr: 0.006353 || Task Loss: 0.2436 || KD Loss: 0.4462|| Cost Time: 7:40:31 || Estimated Time: 2:55:46
2023-04-13 16:54:55,415 semantic_segmentation INFO: Iters: 28960/40000 || Lr: 0.006348 || Task Loss: 0.2144 || KD Loss: 0.2315|| Cost Time: 7:40:40 || Estimated Time: 2:55:37
2023-04-13 16:55:04,310 semantic_segmentation INFO: Iters: 28970/40000 || Lr: 0.006342 || Task Loss: 0.2574 || KD Loss: 0.2779|| Cost Time: 7:40:49 || Estimated Time: 2:55:27
2023-04-13 16:55:13,385 semantic_segmentation INFO: Iters: 28980/40000 || Lr: 0.006337 || Task Loss: 0.1732 || KD Loss: 0.2930|| Cost Time: 7:40:58 || Estimated Time: 2:55:17
2023-04-13 16:55:22,381 semantic_segmentation INFO: Iters: 28990/40000 || Lr: 0.006332 || Task Loss: 0.3531 || KD Loss: 0.2890|| Cost Time: 7:41:07 || Estimated Time: 2:55:07
2023-04-13 16:55:31,489 semantic_segmentation INFO: Iters: 29000/40000 || Lr: 0.006327 || Task Loss: 0.2372 || KD Loss: 0.2709|| Cost Time: 7:41:17 || Estimated Time: 2:54:58
2023-04-13 16:55:40,593 semantic_segmentation INFO: Iters: 29010/40000 || Lr: 0.006322 || Task Loss: 0.2531 || KD Loss: 0.3294|| Cost Time: 7:41:26 || Estimated Time: 2:54:48
2023-04-13 16:55:49,501 semantic_segmentation INFO: Iters: 29020/40000 || Lr: 0.006317 || Task Loss: 0.2720 || KD Loss: 0.2701|| Cost Time: 7:41:35 || Estimated Time: 2:54:38
2023-04-13 16:55:58,606 semantic_segmentation INFO: Iters: 29030/40000 || Lr: 0.006312 || Task Loss: 0.2820 || KD Loss: 0.1964|| Cost Time: 7:41:44 || Estimated Time: 2:54:28
2023-04-13 16:56:07,622 semantic_segmentation INFO: Iters: 29040/40000 || Lr: 0.006307 || Task Loss: 0.2325 || KD Loss: 0.2284|| Cost Time: 7:41:53 || Estimated Time: 2:54:19
2023-04-13 16:56:16,720 semantic_segmentation INFO: Iters: 29050/40000 || Lr: 0.006302 || Task Loss: 0.2872 || KD Loss: 0.3053|| Cost Time: 7:42:02 || Estimated Time: 2:54:09
2023-04-13 16:56:25,779 semantic_segmentation INFO: Iters: 29060/40000 || Lr: 0.006297 || Task Loss: 0.3024 || KD Loss: 0.2669|| Cost Time: 7:42:11 || Estimated Time: 2:53:59
2023-04-13 16:56:34,751 semantic_segmentation INFO: Iters: 29070/40000 || Lr: 0.006291 || Task Loss: 0.1969 || KD Loss: 0.2229|| Cost Time: 7:42:20 || Estimated Time: 2:53:49
2023-04-13 16:56:43,741 semantic_segmentation INFO: Iters: 29080/40000 || Lr: 0.006286 || Task Loss: 0.2274 || KD Loss: 0.2438|| Cost Time: 7:42:29 || Estimated Time: 2:53:40
2023-04-13 16:56:52,699 semantic_segmentation INFO: Iters: 29090/40000 || Lr: 0.006281 || Task Loss: 0.2539 || KD Loss: 0.3282|| Cost Time: 7:42:38 || Estimated Time: 2:53:30
2023-04-13 16:57:01,786 semantic_segmentation INFO: Iters: 29100/40000 || Lr: 0.006276 || Task Loss: 0.2318 || KD Loss: 0.2141|| Cost Time: 7:42:47 || Estimated Time: 2:53:20
2023-04-13 16:57:10,912 semantic_segmentation INFO: Iters: 29110/40000 || Lr: 0.006271 || Task Loss: 0.4298 || KD Loss: 0.2836|| Cost Time: 7:42:56 || Estimated Time: 2:53:11
2023-04-13 16:57:19,962 semantic_segmentation INFO: Iters: 29120/40000 || Lr: 0.006266 || Task Loss: 0.1952 || KD Loss: 0.2622|| Cost Time: 7:43:05 || Estimated Time: 2:53:01
2023-04-13 16:57:29,065 semantic_segmentation INFO: Iters: 29130/40000 || Lr: 0.006261 || Task Loss: 0.1670 || KD Loss: 0.2249|| Cost Time: 7:43:14 || Estimated Time: 2:52:51
2023-04-13 16:57:38,012 semantic_segmentation INFO: Iters: 29140/40000 || Lr: 0.006256 || Task Loss: 0.1762 || KD Loss: 0.2372|| Cost Time: 7:43:23 || Estimated Time: 2:52:41
2023-04-13 16:57:47,151 semantic_segmentation INFO: Iters: 29150/40000 || Lr: 0.006251 || Task Loss: 0.2187 || KD Loss: 0.2306|| Cost Time: 7:43:32 || Estimated Time: 2:52:32
2023-04-13 16:57:56,202 semantic_segmentation INFO: Iters: 29160/40000 || Lr: 0.006246 || Task Loss: 0.2659 || KD Loss: 0.3181|| Cost Time: 7:43:41 || Estimated Time: 2:52:22
2023-04-13 16:58:05,294 semantic_segmentation INFO: Iters: 29170/40000 || Lr: 0.006240 || Task Loss: 0.3716 || KD Loss: 0.2716|| Cost Time: 7:43:50 || Estimated Time: 2:52:12
2023-04-13 16:58:14,231 semantic_segmentation INFO: Iters: 29180/40000 || Lr: 0.006235 || Task Loss: 0.2508 || KD Loss: 0.3092|| Cost Time: 7:43:59 || Estimated Time: 2:52:02
2023-04-13 16:58:23,311 semantic_segmentation INFO: Iters: 29190/40000 || Lr: 0.006230 || Task Loss: 0.1893 || KD Loss: 0.2700|| Cost Time: 7:44:08 || Estimated Time: 2:51:53
2023-04-13 16:58:32,359 semantic_segmentation INFO: Iters: 29200/40000 || Lr: 0.006225 || Task Loss: 0.2281 || KD Loss: 0.3122|| Cost Time: 7:44:17 || Estimated Time: 2:51:43
2023-04-13 16:58:32,640 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 16:58:34,946 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.408
2023-04-13 16:58:35,135 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.505
2023-04-13 16:58:35,544 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.507
2023-04-13 16:58:35,641 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.537
2023-04-13 16:58:35,739 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.557
2023-04-13 16:58:35,828 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.558
2023-04-13 16:58:35,902 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.535
2023-04-13 16:58:35,976 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.573
2023-04-13 16:58:36,047 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.626
2023-04-13 16:58:36,122 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.680
2023-04-13 16:58:36,190 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.688
2023-04-13 16:58:36,257 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.707
2023-04-13 16:58:36,330 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.716
2023-04-13 16:58:36,404 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.706
2023-04-13 16:58:36,498 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.703
2023-04-13 16:58:36,583 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.691
2023-04-13 16:58:36,657 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.694
2023-04-13 16:58:36,732 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.696
2023-04-13 16:58:36,805 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.707
2023-04-13 16:58:36,879 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.714
2023-04-13 16:58:36,955 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.714
2023-04-13 16:58:37,032 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.722
2023-04-13 16:58:37,107 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.722
2023-04-13 16:58:37,186 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.729
2023-04-13 16:58:37,261 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.748
2023-04-13 16:58:37,339 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.748
2023-04-13 16:58:37,414 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.739
2023-04-13 16:58:37,485 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-13 16:58:37,576 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 16:58:37,660 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.743
2023-04-13 16:58:37,735 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 16:58:37,815 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 16:58:37,887 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 16:58:37,964 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 16:58:38,036 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 16:58:38,106 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 16:58:38,181 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 16:58:38,260 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 16:58:38,336 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.735
2023-04-13 16:58:38,410 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.735
2023-04-13 16:58:38,486 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.731
2023-04-13 16:58:38,562 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.731
2023-04-13 16:58:38,637 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.731
2023-04-13 16:58:38,708 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.733
2023-04-13 16:58:38,781 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.731
2023-04-13 16:58:38,852 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.731
2023-04-13 16:58:38,927 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.732
2023-04-13 16:58:39,004 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.731
2023-04-13 16:58:39,083 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-13 16:58:39,158 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.737
2023-04-13 16:58:39,239 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 16:58:39,316 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.741
2023-04-13 16:58:39,393 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 16:58:39,466 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 16:58:39,539 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 16:58:39,611 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-13 16:58:39,686 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-13 16:58:39,766 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 16:58:39,850 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 16:58:39,924 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 16:58:40,001 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 16:58:40,078 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 16:58:40,154 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 16:58:40,226 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-13 16:58:40,305 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-13 16:58:40,379 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 16:58:40,455 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-13 16:58:40,532 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-13 16:58:40,608 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 16:58:40,685 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-13 16:58:40,760 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 16:58:40,833 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-13 16:58:40,910 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 16:58:40,988 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-13 16:58:41,067 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 16:58:41,148 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-13 16:58:41,224 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-13 16:58:41,301 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-13 16:58:41,379 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 16:58:41,463 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-13 16:58:41,543 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 16:58:41,620 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 16:58:41,700 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-13 16:58:41,774 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 16:58:41,845 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-13 16:58:41,915 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-13 16:58:41,993 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-13 16:58:42,068 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-13 16:58:42,144 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-13 16:58:42,217 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 16:58:42,295 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-13 16:58:42,370 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-13 16:58:42,447 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-13 16:58:42,530 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-13 16:58:42,606 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 16:58:42,677 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 16:58:42,756 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 16:58:42,838 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 16:58:42,918 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-13 16:58:42,993 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-13 16:58:43,070 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.728
2023-04-13 16:58:43,147 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 16:58:43,216 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 16:58:43,293 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 16:58:43,376 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 16:58:43,452 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 16:58:43,532 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-13 16:58:43,605 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 16:58:43,679 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 16:58:43,752 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 16:58:43,823 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 16:58:43,896 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 16:58:43,971 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 16:58:44,040 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-13 16:58:44,117 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-13 16:58:44,198 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-13 16:58:44,278 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.729
2023-04-13 16:58:44,355 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.729
2023-04-13 16:58:44,429 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:58:44,503 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:58:44,575 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:58:44,649 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 16:58:44,720 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-13 16:58:44,792 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:58:44,865 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-13 16:58:44,939 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.722
2023-04-13 16:58:45,018 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 16:58:45,098 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-13 16:58:45,179 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.724
2023-04-13 16:58:45,254 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.942, mIoU: 0.724
2023-04-13 16:58:45,332 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-13 16:58:45,402 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-13 16:58:45,476 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-13 16:58:45,550 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-13 16:58:45,635 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-13 16:58:45,711 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-13 16:58:45,785 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-13 16:58:45,859 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:58:45,934 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 16:58:46,010 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:58:46,079 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:46,152 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:58:46,225 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:58:46,297 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:58:46,372 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-13 16:58:46,450 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:46,529 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:58:46,608 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:58:46,683 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:58:46,762 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:58:46,833 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:46,904 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:46,975 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:47,046 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:47,120 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:47,199 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:47,278 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:47,362 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:47,439 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:47,517 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 16:58:47,594 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 16:58:47,670 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 16:58:47,747 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:58:47,824 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 16:58:47,902 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 16:58:47,977 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:58:48,055 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:58:48,130 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 16:58:48,202 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-13 16:58:48,280 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 16:58:48,351 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 16:58:48,427 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 16:58:48,507 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 16:58:48,581 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 16:58:48,659 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 16:58:48,732 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:58:48,808 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:58:48,880 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:58:48,953 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:58:49,027 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:58:49,107 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:58:49,182 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:58:49,257 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:58:49,334 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-13 16:58:49,408 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:58:49,478 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:58:49,550 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:58:49,624 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:58:49,697 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:58:49,772 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 16:58:49,844 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:58:49,918 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:58:49,992 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:58:50,069 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:58:50,148 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 16:58:50,226 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:58:50,302 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:58:50,377 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:58:50,456 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:58:50,524 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 16:58:50,601 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:58:50,676 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:58:50,755 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:58:50,832 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 16:58:50,910 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-13 16:58:50,988 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-13 16:58:51,059 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-13 16:58:51,136 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,209 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,282 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,358 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,434 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,511 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-13 16:58:51,590 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,670 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,745 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,817 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,902 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 16:58:51,976 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 16:58:52,047 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 16:58:52,118 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.947, mIoU: 0.719
2023-04-13 16:58:52,190 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-13 16:58:52,261 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-13 16:58:52,333 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-13 16:58:52,403 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-13 16:58:52,473 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-13 16:58:52,541 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-13 16:58:52,608 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-13 16:58:52,674 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.718
2023-04-13 16:58:52,739 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-13 16:58:52,803 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-13 16:58:52,867 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-13 16:58:52,936 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-13 16:58:53,010 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-13 16:58:53,084 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-13 16:58:53,156 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-13 16:58:53,225 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-13 16:58:53,297 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-13 16:58:53,366 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-13 16:58:53,435 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.948, mIoU: 0.718
2023-04-13 16:58:53,504 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-13 16:58:53,571 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-13 16:58:53,635 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-13 16:58:53,702 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-13 16:58:53,769 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-13 16:58:53,834 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 16:58:53,900 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 16:58:53,962 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 16:58:54,029 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 16:58:54,095 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 16:58:54,485 semantic_segmentation INFO: Overall validation pixAcc: 95.222, mIoU: 72.540
2023-04-13 16:59:03,627 semantic_segmentation INFO: Iters: 29210/40000 || Lr: 0.006220 || Task Loss: 0.1932 || KD Loss: 0.2309|| Cost Time: 7:44:49 || Estimated Time: 2:51:41
2023-04-13 16:59:12,575 semantic_segmentation INFO: Iters: 29220/40000 || Lr: 0.006215 || Task Loss: 0.2454 || KD Loss: 0.2686|| Cost Time: 7:44:58 || Estimated Time: 2:51:32
2023-04-13 16:59:21,481 semantic_segmentation INFO: Iters: 29230/40000 || Lr: 0.006210 || Task Loss: 0.1851 || KD Loss: 0.2061|| Cost Time: 7:45:07 || Estimated Time: 2:51:22
2023-04-13 16:59:30,422 semantic_segmentation INFO: Iters: 29240/40000 || Lr: 0.006205 || Task Loss: 0.3513 || KD Loss: 0.2465|| Cost Time: 7:45:15 || Estimated Time: 2:51:12
2023-04-13 16:59:39,414 semantic_segmentation INFO: Iters: 29250/40000 || Lr: 0.006200 || Task Loss: 0.1905 || KD Loss: 0.2265|| Cost Time: 7:45:24 || Estimated Time: 2:51:02
2023-04-13 16:59:48,416 semantic_segmentation INFO: Iters: 29260/40000 || Lr: 0.006195 || Task Loss: 0.1805 || KD Loss: 0.1889|| Cost Time: 7:45:33 || Estimated Time: 2:50:53
2023-04-13 16:59:57,426 semantic_segmentation INFO: Iters: 29270/40000 || Lr: 0.006189 || Task Loss: 0.1778 || KD Loss: 0.2364|| Cost Time: 7:45:42 || Estimated Time: 2:50:43
2023-04-13 17:00:06,429 semantic_segmentation INFO: Iters: 29280/40000 || Lr: 0.006184 || Task Loss: 0.1864 || KD Loss: 0.2595|| Cost Time: 7:45:51 || Estimated Time: 2:50:33
2023-04-13 17:00:15,509 semantic_segmentation INFO: Iters: 29290/40000 || Lr: 0.006179 || Task Loss: 0.1958 || KD Loss: 0.1886|| Cost Time: 7:46:01 || Estimated Time: 2:50:23
2023-04-13 17:00:24,560 semantic_segmentation INFO: Iters: 29300/40000 || Lr: 0.006174 || Task Loss: 0.2463 || KD Loss: 0.2895|| Cost Time: 7:46:10 || Estimated Time: 2:50:14
2023-04-13 17:00:33,567 semantic_segmentation INFO: Iters: 29310/40000 || Lr: 0.006169 || Task Loss: 0.2426 || KD Loss: 0.2913|| Cost Time: 7:46:19 || Estimated Time: 2:50:04
2023-04-13 17:00:42,604 semantic_segmentation INFO: Iters: 29320/40000 || Lr: 0.006164 || Task Loss: 0.1626 || KD Loss: 0.2216|| Cost Time: 7:46:28 || Estimated Time: 2:49:54
2023-04-13 17:00:51,624 semantic_segmentation INFO: Iters: 29330/40000 || Lr: 0.006159 || Task Loss: 0.2260 || KD Loss: 0.2618|| Cost Time: 7:46:37 || Estimated Time: 2:49:45
2023-04-13 17:01:00,721 semantic_segmentation INFO: Iters: 29340/40000 || Lr: 0.006154 || Task Loss: 0.2437 || KD Loss: 0.2783|| Cost Time: 7:46:46 || Estimated Time: 2:49:35
2023-04-13 17:01:09,745 semantic_segmentation INFO: Iters: 29350/40000 || Lr: 0.006149 || Task Loss: 0.2758 || KD Loss: 0.2698|| Cost Time: 7:46:55 || Estimated Time: 2:49:25
2023-04-13 17:01:18,759 semantic_segmentation INFO: Iters: 29360/40000 || Lr: 0.006143 || Task Loss: 0.1456 || KD Loss: 0.2374|| Cost Time: 7:47:04 || Estimated Time: 2:49:15
2023-04-13 17:01:27,848 semantic_segmentation INFO: Iters: 29370/40000 || Lr: 0.006138 || Task Loss: 0.4856 || KD Loss: 0.4265|| Cost Time: 7:47:13 || Estimated Time: 2:49:06
2023-04-13 17:01:36,866 semantic_segmentation INFO: Iters: 29380/40000 || Lr: 0.006133 || Task Loss: 0.2655 || KD Loss: 0.2696|| Cost Time: 7:47:22 || Estimated Time: 2:48:56
2023-04-13 17:01:45,831 semantic_segmentation INFO: Iters: 29390/40000 || Lr: 0.006128 || Task Loss: 0.1904 || KD Loss: 0.2592|| Cost Time: 7:47:31 || Estimated Time: 2:48:46
2023-04-13 17:01:54,914 semantic_segmentation INFO: Iters: 29400/40000 || Lr: 0.006123 || Task Loss: 0.4349 || KD Loss: 0.4603|| Cost Time: 7:47:40 || Estimated Time: 2:48:36
2023-04-13 17:02:03,913 semantic_segmentation INFO: Iters: 29410/40000 || Lr: 0.006118 || Task Loss: 0.1653 || KD Loss: 0.2947|| Cost Time: 7:47:49 || Estimated Time: 2:48:27
2023-04-13 17:02:12,912 semantic_segmentation INFO: Iters: 29420/40000 || Lr: 0.006113 || Task Loss: 0.2455 || KD Loss: 0.2349|| Cost Time: 7:47:58 || Estimated Time: 2:48:17
2023-04-13 17:02:22,030 semantic_segmentation INFO: Iters: 29430/40000 || Lr: 0.006108 || Task Loss: 0.2233 || KD Loss: 0.2763|| Cost Time: 7:48:07 || Estimated Time: 2:48:07
2023-04-13 17:02:31,110 semantic_segmentation INFO: Iters: 29440/40000 || Lr: 0.006103 || Task Loss: 0.1653 || KD Loss: 0.2938|| Cost Time: 7:48:16 || Estimated Time: 2:47:58
2023-04-13 17:02:40,163 semantic_segmentation INFO: Iters: 29450/40000 || Lr: 0.006097 || Task Loss: 0.1840 || KD Loss: 0.2328|| Cost Time: 7:48:25 || Estimated Time: 2:47:48
2023-04-13 17:02:49,178 semantic_segmentation INFO: Iters: 29460/40000 || Lr: 0.006092 || Task Loss: 0.2711 || KD Loss: 0.2455|| Cost Time: 7:48:34 || Estimated Time: 2:47:38
2023-04-13 17:02:58,144 semantic_segmentation INFO: Iters: 29470/40000 || Lr: 0.006087 || Task Loss: 0.2123 || KD Loss: 0.2713|| Cost Time: 7:48:43 || Estimated Time: 2:47:28
2023-04-13 17:03:07,144 semantic_segmentation INFO: Iters: 29480/40000 || Lr: 0.006082 || Task Loss: 0.2665 || KD Loss: 0.2306|| Cost Time: 7:48:52 || Estimated Time: 2:47:19
2023-04-13 17:03:16,205 semantic_segmentation INFO: Iters: 29490/40000 || Lr: 0.006077 || Task Loss: 0.1666 || KD Loss: 0.2511|| Cost Time: 7:49:01 || Estimated Time: 2:47:09
2023-04-13 17:03:25,303 semantic_segmentation INFO: Iters: 29500/40000 || Lr: 0.006072 || Task Loss: 0.1904 || KD Loss: 0.2667|| Cost Time: 7:49:10 || Estimated Time: 2:46:59
2023-04-13 17:03:34,257 semantic_segmentation INFO: Iters: 29510/40000 || Lr: 0.006067 || Task Loss: 0.1915 || KD Loss: 0.2185|| Cost Time: 7:49:19 || Estimated Time: 2:46:49
2023-04-13 17:03:43,334 semantic_segmentation INFO: Iters: 29520/40000 || Lr: 0.006062 || Task Loss: 0.1969 || KD Loss: 0.1981|| Cost Time: 7:49:28 || Estimated Time: 2:46:40
2023-04-13 17:03:52,317 semantic_segmentation INFO: Iters: 29530/40000 || Lr: 0.006056 || Task Loss: 0.2076 || KD Loss: 0.2345|| Cost Time: 7:49:37 || Estimated Time: 2:46:30
2023-04-13 17:04:01,261 semantic_segmentation INFO: Iters: 29540/40000 || Lr: 0.006051 || Task Loss: 0.3277 || KD Loss: 0.2906|| Cost Time: 7:49:46 || Estimated Time: 2:46:20
2023-04-13 17:04:10,380 semantic_segmentation INFO: Iters: 29550/40000 || Lr: 0.006046 || Task Loss: 0.3440 || KD Loss: 0.3811|| Cost Time: 7:49:55 || Estimated Time: 2:46:11
2023-04-13 17:04:19,285 semantic_segmentation INFO: Iters: 29560/40000 || Lr: 0.006041 || Task Loss: 0.2564 || KD Loss: 0.2818|| Cost Time: 7:50:04 || Estimated Time: 2:46:01
2023-04-13 17:04:28,396 semantic_segmentation INFO: Iters: 29570/40000 || Lr: 0.006036 || Task Loss: 0.3159 || KD Loss: 0.2396|| Cost Time: 7:50:13 || Estimated Time: 2:45:51
2023-04-13 17:04:37,496 semantic_segmentation INFO: Iters: 29580/40000 || Lr: 0.006031 || Task Loss: 0.2605 || KD Loss: 0.2838|| Cost Time: 7:50:23 || Estimated Time: 2:45:41
2023-04-13 17:04:46,515 semantic_segmentation INFO: Iters: 29590/40000 || Lr: 0.006026 || Task Loss: 0.2861 || KD Loss: 0.3010|| Cost Time: 7:50:32 || Estimated Time: 2:45:32
2023-04-13 17:04:54,873 semantic_segmentation INFO: Iters: 29600/40000 || Lr: 0.006021 || Task Loss: 0.1979 || KD Loss: 0.3141|| Cost Time: 7:50:40 || Estimated Time: 2:45:22
2023-04-13 17:04:55,154 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 17:04:57,652 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.407
2023-04-13 17:04:57,796 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.511
2023-04-13 17:04:57,966 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.522
2023-04-13 17:04:58,075 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.544
2023-04-13 17:04:58,176 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.554
2023-04-13 17:04:58,273 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.559
2023-04-13 17:04:58,366 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.550
2023-04-13 17:04:58,438 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.585
2023-04-13 17:04:58,514 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.607
2023-04-13 17:04:58,590 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.647
2023-04-13 17:04:58,665 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.652
2023-04-13 17:04:58,737 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.669
2023-04-13 17:04:58,815 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.678
2023-04-13 17:04:58,890 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.674
2023-04-13 17:04:58,967 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.677
2023-04-13 17:04:59,042 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.667
2023-04-13 17:04:59,120 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.670
2023-04-13 17:04:59,197 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.671
2023-04-13 17:04:59,277 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.680
2023-04-13 17:04:59,360 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.688
2023-04-13 17:04:59,437 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.686
2023-04-13 17:04:59,517 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.653
2023-04-13 17:04:59,597 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.653
2023-04-13 17:04:59,678 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.663
2023-04-13 17:04:59,754 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 17:04:59,829 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.677
2023-04-13 17:04:59,905 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.673
2023-04-13 17:04:59,982 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-13 17:05:00,055 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-13 17:05:00,129 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-13 17:05:00,203 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-13 17:05:00,279 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 17:05:00,362 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.690
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2023-04-13 17:05:00,522 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-13 17:05:00,600 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-13 17:05:00,674 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.687
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2023-04-13 17:05:00,833 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-13 17:05:00,908 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 17:05:00,984 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-13 17:05:01,061 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-13 17:05:01,135 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-13 17:05:01,207 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-13 17:05:01,276 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:05:01,352 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:05:01,435 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-13 17:05:01,517 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-13 17:05:01,596 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.693
2023-04-13 17:05:01,679 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.695
2023-04-13 17:05:01,760 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.695
2023-04-13 17:05:01,839 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 17:05:01,913 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 17:05:01,990 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:05:02,072 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 17:05:02,151 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.695
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2023-04-13 17:05:02,317 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.702
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2023-04-13 17:05:02,550 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-13 17:05:02,628 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.707
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2023-04-13 17:05:02,781 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.710
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2023-04-13 17:05:02,924 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:05:03,001 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.708
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2023-04-13 17:05:04,170 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.710
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2023-04-13 17:05:04,324 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 17:05:04,397 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.700
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2023-04-13 17:05:04,691 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.699
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2023-04-13 17:05:04,926 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.692
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2023-04-13 17:05:06,590 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 17:05:06,666 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 17:05:06,744 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-13 17:05:06,814 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 17:05:06,887 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-13 17:05:06,968 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 17:05:07,044 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 17:05:07,122 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-13 17:05:07,203 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-13 17:05:07,282 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-13 17:05:07,356 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-13 17:05:07,429 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.698
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2023-04-13 17:05:07,581 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.704
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2023-04-13 17:05:08,739 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.942, mIoU: 0.707
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2023-04-13 17:05:13,979 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:14,055 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:14,131 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:14,209 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:14,289 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-13 17:05:14,366 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:14,446 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:14,522 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:14,594 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:14,664 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:14,737 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.946, mIoU: 0.703
2023-04-13 17:05:14,809 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:05:14,881 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:05:14,954 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:05:15,026 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:05:15,097 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:05:15,168 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:15,239 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:15,311 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-13 17:05:15,380 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-13 17:05:15,448 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:15,513 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:15,580 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:15,647 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:15,713 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-13 17:05:15,778 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:15,843 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:15,914 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:15,989 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:05:16,064 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:16,137 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:16,209 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:16,278 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-13 17:05:16,349 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-13 17:05:16,418 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 17:05:16,487 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-13 17:05:16,553 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 17:05:16,617 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 17:05:16,684 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 17:05:16,751 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 17:05:16,997 semantic_segmentation INFO: Overall validation pixAcc: 95.124, mIoU: 71.216
2023-04-13 17:05:26,258 semantic_segmentation INFO: Iters: 29610/40000 || Lr: 0.006015 || Task Loss: 0.1786 || KD Loss: 0.2364|| Cost Time: 7:51:11 || Estimated Time: 2:45:20
2023-04-13 17:05:35,188 semantic_segmentation INFO: Iters: 29620/40000 || Lr: 0.006010 || Task Loss: 0.1863 || KD Loss: 0.2766|| Cost Time: 7:51:20 || Estimated Time: 2:45:10
2023-04-13 17:05:44,172 semantic_segmentation INFO: Iters: 29630/40000 || Lr: 0.006005 || Task Loss: 0.2391 || KD Loss: 0.2973|| Cost Time: 7:51:29 || Estimated Time: 2:45:00
2023-04-13 17:05:53,163 semantic_segmentation INFO: Iters: 29640/40000 || Lr: 0.006000 || Task Loss: 0.1757 || KD Loss: 0.2132|| Cost Time: 7:51:38 || Estimated Time: 2:44:51
2023-04-13 17:06:02,124 semantic_segmentation INFO: Iters: 29650/40000 || Lr: 0.005995 || Task Loss: 0.3681 || KD Loss: 0.2838|| Cost Time: 7:51:47 || Estimated Time: 2:44:41
2023-04-13 17:06:11,102 semantic_segmentation INFO: Iters: 29660/40000 || Lr: 0.005990 || Task Loss: 0.2178 || KD Loss: 0.2532|| Cost Time: 7:51:56 || Estimated Time: 2:44:31
2023-04-13 17:06:20,133 semantic_segmentation INFO: Iters: 29670/40000 || Lr: 0.005985 || Task Loss: 0.1941 || KD Loss: 0.2247|| Cost Time: 7:52:05 || Estimated Time: 2:44:21
2023-04-13 17:06:29,145 semantic_segmentation INFO: Iters: 29680/40000 || Lr: 0.005980 || Task Loss: 0.3464 || KD Loss: 0.2690|| Cost Time: 7:52:14 || Estimated Time: 2:44:12
2023-04-13 17:06:38,228 semantic_segmentation INFO: Iters: 29690/40000 || Lr: 0.005974 || Task Loss: 0.2576 || KD Loss: 0.2755|| Cost Time: 7:52:23 || Estimated Time: 2:44:02
2023-04-13 17:06:47,237 semantic_segmentation INFO: Iters: 29700/40000 || Lr: 0.005969 || Task Loss: 0.2291 || KD Loss: 0.2649|| Cost Time: 7:52:32 || Estimated Time: 2:43:52
2023-04-13 17:06:56,269 semantic_segmentation INFO: Iters: 29710/40000 || Lr: 0.005964 || Task Loss: 0.2463 || KD Loss: 0.3291|| Cost Time: 7:52:41 || Estimated Time: 2:43:42
2023-04-13 17:07:05,310 semantic_segmentation INFO: Iters: 29720/40000 || Lr: 0.005959 || Task Loss: 0.2288 || KD Loss: 0.1844|| Cost Time: 7:52:50 || Estimated Time: 2:43:33
2023-04-13 17:07:14,309 semantic_segmentation INFO: Iters: 29730/40000 || Lr: 0.005954 || Task Loss: 0.2188 || KD Loss: 0.2489|| Cost Time: 7:52:59 || Estimated Time: 2:43:23
2023-04-13 17:07:23,316 semantic_segmentation INFO: Iters: 29740/40000 || Lr: 0.005949 || Task Loss: 0.1827 || KD Loss: 0.2441|| Cost Time: 7:53:08 || Estimated Time: 2:43:13
2023-04-13 17:07:32,238 semantic_segmentation INFO: Iters: 29750/40000 || Lr: 0.005944 || Task Loss: 0.3244 || KD Loss: 0.2784|| Cost Time: 7:53:17 || Estimated Time: 2:43:04
2023-04-13 17:07:41,279 semantic_segmentation INFO: Iters: 29760/40000 || Lr: 0.005939 || Task Loss: 0.1986 || KD Loss: 0.2378|| Cost Time: 7:53:26 || Estimated Time: 2:42:54
2023-04-13 17:07:50,282 semantic_segmentation INFO: Iters: 29770/40000 || Lr: 0.005933 || Task Loss: 0.1897 || KD Loss: 0.2126|| Cost Time: 7:53:35 || Estimated Time: 2:42:44
2023-04-13 17:07:59,340 semantic_segmentation INFO: Iters: 29780/40000 || Lr: 0.005928 || Task Loss: 0.2125 || KD Loss: 0.2172|| Cost Time: 7:53:44 || Estimated Time: 2:42:34
2023-04-13 17:08:08,293 semantic_segmentation INFO: Iters: 29790/40000 || Lr: 0.005923 || Task Loss: 0.2189 || KD Loss: 0.2378|| Cost Time: 7:53:53 || Estimated Time: 2:42:25
2023-04-13 17:08:17,368 semantic_segmentation INFO: Iters: 29800/40000 || Lr: 0.005918 || Task Loss: 0.2536 || KD Loss: 0.2281|| Cost Time: 7:54:02 || Estimated Time: 2:42:15
2023-04-13 17:08:26,470 semantic_segmentation INFO: Iters: 29810/40000 || Lr: 0.005913 || Task Loss: 0.2340 || KD Loss: 0.2453|| Cost Time: 7:54:12 || Estimated Time: 2:42:05
2023-04-13 17:08:35,277 semantic_segmentation INFO: Iters: 29820/40000 || Lr: 0.005908 || Task Loss: 0.2383 || KD Loss: 0.2499|| Cost Time: 7:54:20 || Estimated Time: 2:41:55
2023-04-13 17:08:44,395 semantic_segmentation INFO: Iters: 29830/40000 || Lr: 0.005903 || Task Loss: 0.1834 || KD Loss: 0.2281|| Cost Time: 7:54:29 || Estimated Time: 2:41:46
2023-04-13 17:08:53,419 semantic_segmentation INFO: Iters: 29840/40000 || Lr: 0.005898 || Task Loss: 0.2120 || KD Loss: 0.3820|| Cost Time: 7:54:38 || Estimated Time: 2:41:36
2023-04-13 17:09:02,528 semantic_segmentation INFO: Iters: 29850/40000 || Lr: 0.005892 || Task Loss: 0.1621 || KD Loss: 0.3393|| Cost Time: 7:54:48 || Estimated Time: 2:41:26
2023-04-13 17:09:11,531 semantic_segmentation INFO: Iters: 29860/40000 || Lr: 0.005887 || Task Loss: 0.3249 || KD Loss: 0.3053|| Cost Time: 7:54:57 || Estimated Time: 2:41:17
2023-04-13 17:09:20,559 semantic_segmentation INFO: Iters: 29870/40000 || Lr: 0.005882 || Task Loss: 0.2771 || KD Loss: 0.2943|| Cost Time: 7:55:06 || Estimated Time: 2:41:07
2023-04-13 17:09:29,642 semantic_segmentation INFO: Iters: 29880/40000 || Lr: 0.005877 || Task Loss: 0.3958 || KD Loss: 0.2900|| Cost Time: 7:55:15 || Estimated Time: 2:40:57
2023-04-13 17:09:38,667 semantic_segmentation INFO: Iters: 29890/40000 || Lr: 0.005872 || Task Loss: 0.1585 || KD Loss: 0.2342|| Cost Time: 7:55:24 || Estimated Time: 2:40:47
2023-04-13 17:09:47,676 semantic_segmentation INFO: Iters: 29900/40000 || Lr: 0.005867 || Task Loss: 0.2922 || KD Loss: 0.2506|| Cost Time: 7:55:33 || Estimated Time: 2:40:38
2023-04-13 17:09:56,728 semantic_segmentation INFO: Iters: 29910/40000 || Lr: 0.005862 || Task Loss: 0.2602 || KD Loss: 0.2121|| Cost Time: 7:55:42 || Estimated Time: 2:40:28
2023-04-13 17:10:05,801 semantic_segmentation INFO: Iters: 29920/40000 || Lr: 0.005856 || Task Loss: 0.2360 || KD Loss: 0.2350|| Cost Time: 7:55:51 || Estimated Time: 2:40:18
2023-04-13 17:10:14,824 semantic_segmentation INFO: Iters: 29930/40000 || Lr: 0.005851 || Task Loss: 0.2342 || KD Loss: 0.2343|| Cost Time: 7:56:00 || Estimated Time: 2:40:09
2023-04-13 17:10:23,810 semantic_segmentation INFO: Iters: 29940/40000 || Lr: 0.005846 || Task Loss: 0.3766 || KD Loss: 0.2763|| Cost Time: 7:56:09 || Estimated Time: 2:39:59
2023-04-13 17:10:32,711 semantic_segmentation INFO: Iters: 29950/40000 || Lr: 0.005841 || Task Loss: 0.1604 || KD Loss: 0.2160|| Cost Time: 7:56:18 || Estimated Time: 2:39:49
2023-04-13 17:10:41,785 semantic_segmentation INFO: Iters: 29960/40000 || Lr: 0.005836 || Task Loss: 0.2567 || KD Loss: 0.2797|| Cost Time: 7:56:27 || Estimated Time: 2:39:39
2023-04-13 17:10:50,845 semantic_segmentation INFO: Iters: 29970/40000 || Lr: 0.005831 || Task Loss: 0.3044 || KD Loss: 0.3065|| Cost Time: 7:56:36 || Estimated Time: 2:39:30
2023-04-13 17:10:59,858 semantic_segmentation INFO: Iters: 29980/40000 || Lr: 0.005826 || Task Loss: 0.2233 || KD Loss: 0.2729|| Cost Time: 7:56:45 || Estimated Time: 2:39:20
2023-04-13 17:11:08,797 semantic_segmentation INFO: Iters: 29990/40000 || Lr: 0.005820 || Task Loss: 0.2012 || KD Loss: 0.2542|| Cost Time: 7:56:54 || Estimated Time: 2:39:10
2023-04-13 17:11:17,890 semantic_segmentation INFO: Iters: 30000/40000 || Lr: 0.005815 || Task Loss: 0.2515 || KD Loss: 0.2632|| Cost Time: 7:57:03 || Estimated Time: 2:39:01
2023-04-13 17:11:18,145 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 17:11:20,901 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.398
2023-04-13 17:11:20,992 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.475
2023-04-13 17:11:21,084 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.494
2023-04-13 17:11:21,161 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.523
2023-04-13 17:11:21,238 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.551
2023-04-13 17:11:21,323 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.555
2023-04-13 17:11:21,398 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.549
2023-04-13 17:11:21,470 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.584
2023-04-13 17:11:21,543 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.628
2023-04-13 17:11:21,617 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.687
2023-04-13 17:11:21,691 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.692
2023-04-13 17:11:21,765 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.709
2023-04-13 17:11:21,845 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.711
2023-04-13 17:11:21,926 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.695
2023-04-13 17:11:22,008 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.697
2023-04-13 17:11:22,082 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.687
2023-04-13 17:11:22,165 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.691
2023-04-13 17:11:22,235 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.692
2023-04-13 17:11:22,316 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.700
2023-04-13 17:11:22,393 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.708
2023-04-13 17:11:22,485 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.708
2023-04-13 17:11:22,563 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.692
2023-04-13 17:11:22,637 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.691
2023-04-13 17:11:22,714 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.701
2023-04-13 17:11:22,791 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.717
2023-04-13 17:11:22,867 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.719
2023-04-13 17:11:22,945 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.710
2023-04-13 17:11:23,018 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.707
2023-04-13 17:11:23,092 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-13 17:11:23,163 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.702
2023-04-13 17:11:23,236 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 17:11:23,313 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:11:23,383 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-13 17:11:23,456 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:11:23,534 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.704
2023-04-13 17:11:23,613 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.705
2023-04-13 17:11:23,695 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-13 17:11:23,771 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:11:23,845 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:11:23,918 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.697
2023-04-13 17:11:23,992 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:11:24,065 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:11:24,139 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.699
2023-04-13 17:11:24,217 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-13 17:11:24,294 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.699
2023-04-13 17:11:24,376 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.699
2023-04-13 17:11:24,452 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.699
2023-04-13 17:11:24,528 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.698
2023-04-13 17:11:24,599 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.701
2023-04-13 17:11:24,672 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.703
2023-04-13 17:11:24,747 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.703
2023-04-13 17:11:24,818 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.708
2023-04-13 17:11:24,887 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.709
2023-04-13 17:11:24,962 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.712
2023-04-13 17:11:25,044 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.711
2023-04-13 17:11:25,128 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 17:11:25,203 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:11:25,279 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.707
2023-04-13 17:11:25,353 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.710
2023-04-13 17:11:25,430 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-13 17:11:25,507 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.710
2023-04-13 17:11:25,585 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-13 17:11:25,665 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-13 17:11:25,741 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 17:11:25,819 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 17:11:25,891 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 17:11:25,968 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 17:11:26,042 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-13 17:11:26,113 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.708
2023-04-13 17:11:26,191 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-13 17:11:26,268 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-13 17:11:26,347 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.708
2023-04-13 17:11:26,427 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-13 17:11:26,503 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 17:11:26,577 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:11:26,653 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:11:26,725 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:11:26,800 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:11:26,876 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:11:26,954 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 17:11:27,035 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 17:11:27,109 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 17:11:27,183 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-13 17:11:27,260 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-13 17:11:27,342 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.706
2023-04-13 17:11:27,411 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-13 17:11:27,489 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-13 17:11:27,562 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.706
2023-04-13 17:11:27,640 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.706
2023-04-13 17:11:27,737 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.706
2023-04-13 17:11:27,813 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.707
2023-04-13 17:11:27,884 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 17:11:27,960 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.684
2023-04-13 17:11:28,033 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.684
2023-04-13 17:11:28,111 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.684
2023-04-13 17:11:28,189 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 17:11:28,267 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 17:11:28,344 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-13 17:11:28,416 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 17:11:28,491 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 17:11:28,566 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 17:11:28,645 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 17:11:28,725 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 17:11:28,803 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 17:11:28,882 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-13 17:11:28,960 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 17:11:29,038 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 17:11:29,117 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-13 17:11:29,191 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-13 17:11:29,266 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 17:11:29,344 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 17:11:29,424 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 17:11:29,504 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-13 17:11:29,582 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 17:11:29,661 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 17:11:29,731 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-13 17:11:29,803 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 17:11:29,879 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 17:11:29,959 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 17:11:30,040 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 17:11:30,115 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 17:11:30,190 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 17:11:30,270 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 17:11:30,343 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-13 17:11:30,414 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 17:11:30,495 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 17:11:30,572 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-13 17:11:30,650 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-13 17:11:30,729 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-13 17:11:30,804 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-13 17:11:30,878 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-13 17:11:30,947 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-13 17:11:31,020 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-13 17:11:31,095 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-13 17:11:31,172 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-13 17:11:31,249 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 17:11:31,328 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 17:11:31,404 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 17:11:31,477 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-13 17:11:31,549 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-13 17:11:31,620 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 17:11:31,694 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-13 17:11:31,765 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-13 17:11:31,850 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-13 17:11:31,928 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-13 17:11:32,006 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 17:11:32,087 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 17:11:32,163 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 17:11:32,238 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 17:11:32,316 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-13 17:11:32,388 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 17:11:32,460 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 17:11:32,534 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 17:11:32,611 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 17:11:32,692 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 17:11:32,770 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.942, mIoU: 0.705
2023-04-13 17:11:32,847 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.942, mIoU: 0.705
2023-04-13 17:11:32,922 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-13 17:11:32,995 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 17:11:33,068 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 17:11:33,137 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-13 17:11:33,206 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-13 17:11:33,282 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-13 17:11:33,358 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-13 17:11:33,439 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-13 17:11:33,518 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-13 17:11:33,597 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-13 17:11:33,671 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:11:33,750 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 17:11:33,824 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 17:11:33,898 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-13 17:11:33,973 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 17:11:34,052 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 17:11:34,129 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 17:11:34,206 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 17:11:34,278 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 17:11:34,354 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:11:34,427 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 17:11:34,498 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:11:34,574 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:11:34,653 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:11:34,728 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:11:34,803 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:11:34,878 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:11:34,958 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:11:35,037 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:11:35,115 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:11:35,192 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:11:35,268 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:11:35,343 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 17:11:35,423 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 17:11:35,498 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 17:11:35,575 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:11:35,653 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:11:35,725 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:11:35,797 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:11:35,867 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:11:35,939 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:11:36,020 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:11:36,097 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:11:36,176 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:11:36,252 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:11:36,327 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-13 17:11:36,404 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-13 17:11:36,479 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-13 17:11:36,566 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-13 17:11:36,640 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-13 17:11:36,721 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 17:11:36,800 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 17:11:36,881 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 17:11:36,954 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 17:11:37,027 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 17:11:37,101 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 17:11:37,179 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 17:11:37,251 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 17:11:37,329 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 17:11:37,406 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 17:11:37,484 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 17:11:37,558 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 17:11:37,629 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 17:11:37,697 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:11:37,763 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:11:37,832 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:11:37,898 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:11:37,963 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:11:38,028 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:11:38,093 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:11:38,157 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:11:38,221 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-13 17:11:38,286 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-13 17:11:38,350 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-13 17:11:38,412 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-13 17:11:38,479 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-13 17:11:38,548 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-13 17:11:38,618 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-13 17:11:38,689 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-13 17:11:38,761 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-13 17:11:38,834 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-13 17:11:38,907 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-13 17:11:38,977 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-13 17:11:39,047 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-13 17:11:39,116 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-13 17:11:39,183 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-13 17:11:39,251 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.945, mIoU: 0.696
2023-04-13 17:11:39,319 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.945, mIoU: 0.696
2023-04-13 17:11:39,386 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-13 17:11:39,453 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:11:39,517 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:11:39,584 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:11:39,650 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:11:40,114 semantic_segmentation INFO: Overall validation pixAcc: 95.083, mIoU: 70.369
2023-04-13 17:11:49,032 semantic_segmentation INFO: Iters: 30010/40000 || Lr: 0.005810 || Task Loss: 0.1997 || KD Loss: 0.2270|| Cost Time: 7:57:34 || Estimated Time: 2:38:58
2023-04-13 17:11:57,976 semantic_segmentation INFO: Iters: 30020/40000 || Lr: 0.005805 || Task Loss: 0.2286 || KD Loss: 0.2720|| Cost Time: 7:57:43 || Estimated Time: 2:38:48
2023-04-13 17:12:06,655 semantic_segmentation INFO: Iters: 30030/40000 || Lr: 0.005800 || Task Loss: 0.2305 || KD Loss: 0.2334|| Cost Time: 7:57:52 || Estimated Time: 2:38:39
2023-04-13 17:12:15,748 semantic_segmentation INFO: Iters: 30040/40000 || Lr: 0.005795 || Task Loss: 0.2713 || KD Loss: 0.3279|| Cost Time: 7:58:01 || Estimated Time: 2:38:29
2023-04-13 17:12:24,775 semantic_segmentation INFO: Iters: 30050/40000 || Lr: 0.005790 || Task Loss: 0.3195 || KD Loss: 0.3318|| Cost Time: 7:58:10 || Estimated Time: 2:38:19
2023-04-13 17:12:33,792 semantic_segmentation INFO: Iters: 30060/40000 || Lr: 0.005784 || Task Loss: 0.1705 || KD Loss: 0.2295|| Cost Time: 7:58:19 || Estimated Time: 2:38:09
2023-04-13 17:12:42,678 semantic_segmentation INFO: Iters: 30070/40000 || Lr: 0.005779 || Task Loss: 0.1873 || KD Loss: 0.3794|| Cost Time: 7:58:28 || Estimated Time: 2:38:00
2023-04-13 17:12:51,699 semantic_segmentation INFO: Iters: 30080/40000 || Lr: 0.005774 || Task Loss: 0.2323 || KD Loss: 0.2215|| Cost Time: 7:58:37 || Estimated Time: 2:37:50
2023-04-13 17:13:00,732 semantic_segmentation INFO: Iters: 30090/40000 || Lr: 0.005769 || Task Loss: 0.2464 || KD Loss: 0.2202|| Cost Time: 7:58:46 || Estimated Time: 2:37:40
2023-04-13 17:13:09,735 semantic_segmentation INFO: Iters: 30100/40000 || Lr: 0.005764 || Task Loss: 0.2162 || KD Loss: 0.2856|| Cost Time: 7:58:55 || Estimated Time: 2:37:31
2023-04-13 17:13:18,697 semantic_segmentation INFO: Iters: 30110/40000 || Lr: 0.005759 || Task Loss: 0.2681 || KD Loss: 0.2880|| Cost Time: 7:59:04 || Estimated Time: 2:37:21
2023-04-13 17:13:27,766 semantic_segmentation INFO: Iters: 30120/40000 || Lr: 0.005754 || Task Loss: 0.2131 || KD Loss: 0.2297|| Cost Time: 7:59:13 || Estimated Time: 2:37:11
2023-04-13 17:13:36,796 semantic_segmentation INFO: Iters: 30130/40000 || Lr: 0.005748 || Task Loss: 0.2397 || KD Loss: 0.2453|| Cost Time: 7:59:22 || Estimated Time: 2:37:01
2023-04-13 17:13:45,825 semantic_segmentation INFO: Iters: 30140/40000 || Lr: 0.005743 || Task Loss: 0.2167 || KD Loss: 0.2269|| Cost Time: 7:59:31 || Estimated Time: 2:36:52
2023-04-13 17:13:54,865 semantic_segmentation INFO: Iters: 30150/40000 || Lr: 0.005738 || Task Loss: 0.1767 || KD Loss: 0.2485|| Cost Time: 7:59:40 || Estimated Time: 2:36:42
2023-04-13 17:14:03,893 semantic_segmentation INFO: Iters: 30160/40000 || Lr: 0.005733 || Task Loss: 0.2263 || KD Loss: 0.2810|| Cost Time: 7:59:49 || Estimated Time: 2:36:32
2023-04-13 17:14:12,807 semantic_segmentation INFO: Iters: 30170/40000 || Lr: 0.005728 || Task Loss: 0.1742 || KD Loss: 0.2193|| Cost Time: 7:59:58 || Estimated Time: 2:36:22
2023-04-13 17:14:21,735 semantic_segmentation INFO: Iters: 30180/40000 || Lr: 0.005723 || Task Loss: 0.2315 || KD Loss: 0.2725|| Cost Time: 8:00:07 || Estimated Time: 2:36:13
2023-04-13 17:14:30,835 semantic_segmentation INFO: Iters: 30190/40000 || Lr: 0.005717 || Task Loss: 0.1954 || KD Loss: 0.2341|| Cost Time: 8:00:16 || Estimated Time: 2:36:03
2023-04-13 17:14:39,841 semantic_segmentation INFO: Iters: 30200/40000 || Lr: 0.005712 || Task Loss: 0.2386 || KD Loss: 0.2024|| Cost Time: 8:00:25 || Estimated Time: 2:35:53
2023-04-13 17:14:48,927 semantic_segmentation INFO: Iters: 30210/40000 || Lr: 0.005707 || Task Loss: 0.1994 || KD Loss: 0.2274|| Cost Time: 8:00:34 || Estimated Time: 2:35:44
2023-04-13 17:14:57,956 semantic_segmentation INFO: Iters: 30220/40000 || Lr: 0.005702 || Task Loss: 0.2664 || KD Loss: 0.3201|| Cost Time: 8:00:43 || Estimated Time: 2:35:34
2023-04-13 17:15:06,843 semantic_segmentation INFO: Iters: 30230/40000 || Lr: 0.005697 || Task Loss: 0.1683 || KD Loss: 0.2289|| Cost Time: 8:00:52 || Estimated Time: 2:35:24
2023-04-13 17:15:15,913 semantic_segmentation INFO: Iters: 30240/40000 || Lr: 0.005692 || Task Loss: 0.2608 || KD Loss: 0.2950|| Cost Time: 8:01:01 || Estimated Time: 2:35:14
2023-04-13 17:15:24,960 semantic_segmentation INFO: Iters: 30250/40000 || Lr: 0.005687 || Task Loss: 0.3088 || KD Loss: 0.3321|| Cost Time: 8:01:10 || Estimated Time: 2:35:05
2023-04-13 17:15:34,003 semantic_segmentation INFO: Iters: 30260/40000 || Lr: 0.005681 || Task Loss: 0.2336 || KD Loss: 0.2699|| Cost Time: 8:01:19 || Estimated Time: 2:34:55
2023-04-13 17:15:42,932 semantic_segmentation INFO: Iters: 30270/40000 || Lr: 0.005676 || Task Loss: 0.2300 || KD Loss: 0.3046|| Cost Time: 8:01:28 || Estimated Time: 2:34:45
2023-04-13 17:15:51,994 semantic_segmentation INFO: Iters: 30280/40000 || Lr: 0.005671 || Task Loss: 0.2058 || KD Loss: 0.2631|| Cost Time: 8:01:37 || Estimated Time: 2:34:36
2023-04-13 17:16:01,037 semantic_segmentation INFO: Iters: 30290/40000 || Lr: 0.005666 || Task Loss: 0.2254 || KD Loss: 0.2903|| Cost Time: 8:01:46 || Estimated Time: 2:34:26
2023-04-13 17:16:10,014 semantic_segmentation INFO: Iters: 30300/40000 || Lr: 0.005661 || Task Loss: 0.2535 || KD Loss: 0.2478|| Cost Time: 8:01:55 || Estimated Time: 2:34:16
2023-04-13 17:16:19,118 semantic_segmentation INFO: Iters: 30310/40000 || Lr: 0.005656 || Task Loss: 0.1973 || KD Loss: 0.2733|| Cost Time: 8:02:04 || Estimated Time: 2:34:07
2023-04-13 17:16:28,229 semantic_segmentation INFO: Iters: 30320/40000 || Lr: 0.005650 || Task Loss: 0.2122 || KD Loss: 0.2764|| Cost Time: 8:02:13 || Estimated Time: 2:33:57
2023-04-13 17:16:37,265 semantic_segmentation INFO: Iters: 30330/40000 || Lr: 0.005645 || Task Loss: 0.4760 || KD Loss: 0.3177|| Cost Time: 8:02:22 || Estimated Time: 2:33:47
2023-04-13 17:16:46,228 semantic_segmentation INFO: Iters: 30340/40000 || Lr: 0.005640 || Task Loss: 0.3293 || KD Loss: 0.3997|| Cost Time: 8:02:31 || Estimated Time: 2:33:37
2023-04-13 17:16:55,303 semantic_segmentation INFO: Iters: 30350/40000 || Lr: 0.005635 || Task Loss: 0.1952 || KD Loss: 0.2668|| Cost Time: 8:02:40 || Estimated Time: 2:33:28
2023-04-13 17:17:04,363 semantic_segmentation INFO: Iters: 30360/40000 || Lr: 0.005630 || Task Loss: 0.1528 || KD Loss: 0.2787|| Cost Time: 8:02:49 || Estimated Time: 2:33:18
2023-04-13 17:17:13,433 semantic_segmentation INFO: Iters: 30370/40000 || Lr: 0.005625 || Task Loss: 0.2468 || KD Loss: 0.2302|| Cost Time: 8:02:58 || Estimated Time: 2:33:08
2023-04-13 17:17:22,418 semantic_segmentation INFO: Iters: 30380/40000 || Lr: 0.005619 || Task Loss: 0.2156 || KD Loss: 0.2480|| Cost Time: 8:03:07 || Estimated Time: 2:32:59
2023-04-13 17:17:31,448 semantic_segmentation INFO: Iters: 30390/40000 || Lr: 0.005614 || Task Loss: 0.3865 || KD Loss: 0.3318|| Cost Time: 8:03:16 || Estimated Time: 2:32:49
2023-04-13 17:17:40,490 semantic_segmentation INFO: Iters: 30400/40000 || Lr: 0.005609 || Task Loss: 0.2447 || KD Loss: 0.2417|| Cost Time: 8:03:26 || Estimated Time: 2:32:39
2023-04-13 17:17:40,774 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 17:17:43,336 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.417
2023-04-13 17:17:43,506 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.500
2023-04-13 17:17:43,710 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.512
2023-04-13 17:17:43,792 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.540
2023-04-13 17:17:43,871 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.554
2023-04-13 17:17:43,954 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.559
2023-04-13 17:17:44,036 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.593
2023-04-13 17:17:44,114 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.625
2023-04-13 17:17:44,195 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.666
2023-04-13 17:17:44,268 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.697
2023-04-13 17:17:44,338 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.703
2023-04-13 17:17:44,413 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.725
2023-04-13 17:17:44,484 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.727
2023-04-13 17:17:44,555 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.727
2023-04-13 17:17:44,630 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.728
2023-04-13 17:17:44,702 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.719
2023-04-13 17:17:44,777 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.719
2023-04-13 17:17:44,850 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.721
2023-04-13 17:17:44,925 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.726
2023-04-13 17:17:45,003 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.734
2023-04-13 17:17:45,086 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.734
2023-04-13 17:17:45,167 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.683
2023-04-13 17:17:45,244 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.682
2023-04-13 17:17:45,322 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.692
2023-04-13 17:17:45,397 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-13 17:17:45,470 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-13 17:17:45,547 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:17:45,624 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-13 17:17:45,701 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-13 17:17:45,782 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-13 17:17:45,863 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:17:45,936 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-13 17:17:46,012 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:17:46,085 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-13 17:17:46,163 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:17:46,234 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:17:46,310 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-13 17:17:46,390 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-13 17:17:46,469 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-13 17:17:46,542 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-13 17:17:46,617 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-13 17:17:46,692 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.689
2023-04-13 17:17:46,768 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.689
2023-04-13 17:17:46,843 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-13 17:17:46,916 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.689
2023-04-13 17:17:46,992 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.688
2023-04-13 17:17:47,072 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.689
2023-04-13 17:17:47,158 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.688
2023-04-13 17:17:47,236 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.691
2023-04-13 17:17:47,313 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.693
2023-04-13 17:17:47,389 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.692
2023-04-13 17:17:47,464 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:17:47,540 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:17:47,621 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 17:17:47,699 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.699
2023-04-13 17:17:47,776 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 17:17:47,848 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 17:17:47,926 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-13 17:17:48,000 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.710
2023-04-13 17:17:48,073 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 17:17:48,151 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-13 17:17:48,237 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-13 17:17:48,316 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-13 17:17:48,394 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 17:17:48,468 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-13 17:17:48,542 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 17:17:48,613 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 17:17:48,684 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-13 17:17:48,761 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-13 17:17:48,840 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.708
2023-04-13 17:17:48,921 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.708
2023-04-13 17:17:49,000 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-13 17:17:49,075 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 17:17:49,150 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 17:17:49,225 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 17:17:49,299 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 17:17:49,371 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 17:17:49,446 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 17:17:49,520 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 17:17:49,596 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 17:17:49,672 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-13 17:17:49,747 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:17:49,822 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.708
2023-04-13 17:17:49,894 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.706
2023-04-13 17:17:49,966 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-13 17:17:50,038 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-13 17:17:50,111 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-13 17:17:50,186 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-13 17:17:50,258 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-13 17:17:50,329 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-13 17:17:50,403 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-13 17:17:50,480 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.681
2023-04-13 17:17:50,560 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.681
2023-04-13 17:17:50,639 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-13 17:17:50,714 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 17:17:50,786 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 17:17:50,862 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 17:17:50,936 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-13 17:17:51,010 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 17:17:51,088 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-13 17:17:51,165 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-13 17:17:51,241 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 17:17:51,321 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 17:17:51,401 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 17:17:51,485 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 17:17:51,559 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-13 17:17:51,642 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.681
2023-04-13 17:17:51,721 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-13 17:17:51,799 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.681
2023-04-13 17:17:51,878 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 17:17:51,948 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 17:17:52,020 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 17:17:52,092 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.680
2023-04-13 17:17:52,164 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-13 17:17:52,235 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 17:17:52,317 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-13 17:17:52,404 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.681
2023-04-13 17:17:52,484 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 17:17:52,559 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 17:17:52,639 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-13 17:17:52,717 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-13 17:17:52,792 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-13 17:17:52,869 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-13 17:17:52,946 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 17:17:53,026 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-13 17:17:53,118 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-13 17:17:53,197 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 17:17:53,272 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-13 17:17:53,350 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-13 17:17:53,426 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 17:17:53,501 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 17:17:53,576 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 17:17:53,650 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-13 17:17:53,724 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-13 17:17:53,794 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 17:17:53,867 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 17:17:53,939 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-13 17:17:54,012 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-13 17:17:54,090 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.690
2023-04-13 17:17:54,171 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-13 17:17:54,247 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 17:17:54,327 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 17:17:54,401 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 17:17:54,480 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 17:17:54,552 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-13 17:17:54,622 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 17:17:54,701 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 17:17:54,783 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 17:17:54,862 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 17:17:54,943 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-13 17:17:55,017 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 17:17:55,092 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 17:17:55,167 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 17:17:55,244 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-13 17:17:55,320 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-13 17:17:55,401 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-13 17:17:55,478 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-13 17:17:55,555 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-13 17:17:55,627 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-13 17:17:55,704 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-13 17:17:55,778 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.941, mIoU: 0.697
2023-04-13 17:17:55,847 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 17:17:55,926 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 17:17:56,006 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 17:17:56,084 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 17:17:56,161 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-13 17:17:56,239 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 17:17:56,320 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 17:17:56,400 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-13 17:17:56,469 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-13 17:17:56,548 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-13 17:17:56,623 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-13 17:17:56,702 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 17:17:56,776 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 17:17:56,855 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-13 17:17:56,930 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 17:17:57,005 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 17:17:57,073 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 17:17:57,147 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 17:17:57,221 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 17:17:57,295 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 17:17:57,376 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-13 17:17:57,457 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 17:17:57,534 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 17:17:57,610 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 17:17:57,684 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-13 17:17:57,757 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-13 17:17:57,830 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-13 17:17:57,904 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 17:17:57,981 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 17:17:58,064 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 17:17:58,146 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-13 17:17:58,223 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 17:17:58,307 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 17:17:58,381 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 17:17:58,455 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 17:17:58,531 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 17:17:58,607 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 17:17:58,688 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 17:17:58,768 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-13 17:17:58,847 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 17:17:58,922 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 17:17:58,999 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:17:59,073 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:17:59,147 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:17:59,228 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:17:59,301 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:17:59,378 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:17:59,449 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:17:59,521 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:17:59,596 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:17:59,667 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-13 17:17:59,737 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-13 17:17:59,807 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 17:17:59,881 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 17:17:59,954 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 17:18:00,033 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 17:18:00,110 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-13 17:18:00,187 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-13 17:18:00,259 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-13 17:18:00,329 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-13 17:18:00,399 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-13 17:18:00,468 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.944, mIoU: 0.690
2023-04-13 17:18:00,535 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.944, mIoU: 0.690
2023-04-13 17:18:00,602 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.944, mIoU: 0.690
2023-04-13 17:18:00,668 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.944, mIoU: 0.690
2023-04-13 17:18:00,734 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.944, mIoU: 0.690
2023-04-13 17:18:00,800 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.944, mIoU: 0.690
2023-04-13 17:18:00,865 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:18:00,929 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:18:00,992 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:18:01,053 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:18:01,116 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:18:01,184 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:18:01,252 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:18:01,327 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:18:01,401 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:18:01,475 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:18:01,547 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:18:01,620 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:18:01,691 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:18:01,760 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:18:01,828 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:18:01,895 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-13 17:18:01,962 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.944, mIoU: 0.687
2023-04-13 17:18:02,029 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.944, mIoU: 0.688
2023-04-13 17:18:02,094 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.944, mIoU: 0.688
2023-04-13 17:18:02,157 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-13 17:18:02,223 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-13 17:18:02,289 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.944, mIoU: 0.687
2023-04-13 17:18:02,656 semantic_segmentation INFO: Overall validation pixAcc: 94.858, mIoU: 69.078
2023-04-13 17:18:11,686 semantic_segmentation INFO: Iters: 30410/40000 || Lr: 0.005604 || Task Loss: 0.2285 || KD Loss: 0.2463|| Cost Time: 8:03:57 || Estimated Time: 2:32:36
2023-04-13 17:18:20,696 semantic_segmentation INFO: Iters: 30420/40000 || Lr: 0.005599 || Task Loss: 0.2308 || KD Loss: 0.1986|| Cost Time: 8:04:06 || Estimated Time: 2:32:27
2023-04-13 17:18:29,706 semantic_segmentation INFO: Iters: 30430/40000 || Lr: 0.005594 || Task Loss: 0.2190 || KD Loss: 0.2333|| Cost Time: 8:04:15 || Estimated Time: 2:32:17
2023-04-13 17:18:38,645 semantic_segmentation INFO: Iters: 30440/40000 || Lr: 0.005588 || Task Loss: 0.2391 || KD Loss: 0.2747|| Cost Time: 8:04:24 || Estimated Time: 2:32:07
2023-04-13 17:18:47,669 semantic_segmentation INFO: Iters: 30450/40000 || Lr: 0.005583 || Task Loss: 0.3127 || KD Loss: 0.2683|| Cost Time: 8:04:33 || Estimated Time: 2:31:58
2023-04-13 17:18:56,812 semantic_segmentation INFO: Iters: 30460/40000 || Lr: 0.005578 || Task Loss: 0.2691 || KD Loss: 0.2842|| Cost Time: 8:04:42 || Estimated Time: 2:31:48
2023-04-13 17:19:05,851 semantic_segmentation INFO: Iters: 30470/40000 || Lr: 0.005573 || Task Loss: 0.1871 || KD Loss: 0.2316|| Cost Time: 8:04:51 || Estimated Time: 2:31:38
2023-04-13 17:19:14,974 semantic_segmentation INFO: Iters: 30480/40000 || Lr: 0.005568 || Task Loss: 0.2110 || KD Loss: 0.2969|| Cost Time: 8:05:00 || Estimated Time: 2:31:29
2023-04-13 17:19:24,057 semantic_segmentation INFO: Iters: 30490/40000 || Lr: 0.005563 || Task Loss: 0.1979 || KD Loss: 0.3196|| Cost Time: 8:05:09 || Estimated Time: 2:31:19
2023-04-13 17:19:32,895 semantic_segmentation INFO: Iters: 30500/40000 || Lr: 0.005557 || Task Loss: 0.2000 || KD Loss: 0.2327|| Cost Time: 8:05:18 || Estimated Time: 2:31:09
2023-04-13 17:19:42,020 semantic_segmentation INFO: Iters: 30510/40000 || Lr: 0.005552 || Task Loss: 0.2244 || KD Loss: 0.3067|| Cost Time: 8:05:27 || Estimated Time: 2:30:59
2023-04-13 17:19:51,100 semantic_segmentation INFO: Iters: 30520/40000 || Lr: 0.005547 || Task Loss: 0.2862 || KD Loss: 0.3639|| Cost Time: 8:05:36 || Estimated Time: 2:30:50
2023-04-13 17:20:00,163 semantic_segmentation INFO: Iters: 30530/40000 || Lr: 0.005542 || Task Loss: 0.2236 || KD Loss: 0.2225|| Cost Time: 8:05:45 || Estimated Time: 2:30:40
2023-04-13 17:20:09,175 semantic_segmentation INFO: Iters: 30540/40000 || Lr: 0.005537 || Task Loss: 0.2811 || KD Loss: 0.2594|| Cost Time: 8:05:54 || Estimated Time: 2:30:30
2023-04-13 17:20:18,373 semantic_segmentation INFO: Iters: 30550/40000 || Lr: 0.005532 || Task Loss: 0.1938 || KD Loss: 0.1963|| Cost Time: 8:06:03 || Estimated Time: 2:30:21
2023-04-13 17:20:27,436 semantic_segmentation INFO: Iters: 30560/40000 || Lr: 0.005526 || Task Loss: 0.1734 || KD Loss: 0.3409|| Cost Time: 8:06:12 || Estimated Time: 2:30:11
2023-04-13 17:20:36,591 semantic_segmentation INFO: Iters: 30570/40000 || Lr: 0.005521 || Task Loss: 0.2032 || KD Loss: 0.2252|| Cost Time: 8:06:22 || Estimated Time: 2:30:01
2023-04-13 17:20:45,688 semantic_segmentation INFO: Iters: 30580/40000 || Lr: 0.005516 || Task Loss: 0.2952 || KD Loss: 0.2680|| Cost Time: 8:06:31 || Estimated Time: 2:29:52
2023-04-13 17:20:54,742 semantic_segmentation INFO: Iters: 30590/40000 || Lr: 0.005511 || Task Loss: 0.2234 || KD Loss: 0.2279|| Cost Time: 8:06:40 || Estimated Time: 2:29:42
2023-04-13 17:21:03,842 semantic_segmentation INFO: Iters: 30600/40000 || Lr: 0.005506 || Task Loss: 0.2527 || KD Loss: 0.2800|| Cost Time: 8:06:49 || Estimated Time: 2:29:32
2023-04-13 17:21:12,946 semantic_segmentation INFO: Iters: 30610/40000 || Lr: 0.005501 || Task Loss: 0.2125 || KD Loss: 0.2607|| Cost Time: 8:06:58 || Estimated Time: 2:29:23
2023-04-13 17:21:22,063 semantic_segmentation INFO: Iters: 30620/40000 || Lr: 0.005495 || Task Loss: 0.1817 || KD Loss: 0.2529|| Cost Time: 8:07:07 || Estimated Time: 2:29:13
2023-04-13 17:21:31,081 semantic_segmentation INFO: Iters: 30630/40000 || Lr: 0.005490 || Task Loss: 0.3283 || KD Loss: 0.3090|| Cost Time: 8:07:16 || Estimated Time: 2:29:03
2023-04-13 17:21:40,269 semantic_segmentation INFO: Iters: 30640/40000 || Lr: 0.005485 || Task Loss: 0.2697 || KD Loss: 0.2826|| Cost Time: 8:07:25 || Estimated Time: 2:28:54
2023-04-13 17:21:49,304 semantic_segmentation INFO: Iters: 30650/40000 || Lr: 0.005480 || Task Loss: 0.2596 || KD Loss: 0.3142|| Cost Time: 8:07:34 || Estimated Time: 2:28:44
2023-04-13 17:21:58,421 semantic_segmentation INFO: Iters: 30660/40000 || Lr: 0.005475 || Task Loss: 0.3072 || KD Loss: 0.2708|| Cost Time: 8:07:43 || Estimated Time: 2:28:34
2023-04-13 17:22:07,536 semantic_segmentation INFO: Iters: 30670/40000 || Lr: 0.005470 || Task Loss: 0.2916 || KD Loss: 0.2541|| Cost Time: 8:07:53 || Estimated Time: 2:28:24
2023-04-13 17:22:16,662 semantic_segmentation INFO: Iters: 30680/40000 || Lr: 0.005464 || Task Loss: 0.1955 || KD Loss: 0.2281|| Cost Time: 8:08:02 || Estimated Time: 2:28:15
2023-04-13 17:22:25,669 semantic_segmentation INFO: Iters: 30690/40000 || Lr: 0.005459 || Task Loss: 0.1984 || KD Loss: 0.2448|| Cost Time: 8:08:11 || Estimated Time: 2:28:05
2023-04-13 17:22:34,765 semantic_segmentation INFO: Iters: 30700/40000 || Lr: 0.005454 || Task Loss: 0.2832 || KD Loss: 0.3333|| Cost Time: 8:08:20 || Estimated Time: 2:27:55
2023-04-13 17:22:43,885 semantic_segmentation INFO: Iters: 30710/40000 || Lr: 0.005449 || Task Loss: 0.2684 || KD Loss: 0.2841|| Cost Time: 8:08:29 || Estimated Time: 2:27:46
2023-04-13 17:22:53,068 semantic_segmentation INFO: Iters: 30720/40000 || Lr: 0.005444 || Task Loss: 0.2239 || KD Loss: 0.2715|| Cost Time: 8:08:38 || Estimated Time: 2:27:36
2023-04-13 17:23:02,214 semantic_segmentation INFO: Iters: 30730/40000 || Lr: 0.005438 || Task Loss: 0.2930 || KD Loss: 0.2464|| Cost Time: 8:08:47 || Estimated Time: 2:27:26
2023-04-13 17:23:11,338 semantic_segmentation INFO: Iters: 30740/40000 || Lr: 0.005433 || Task Loss: 0.3011 || KD Loss: 0.2720|| Cost Time: 8:08:56 || Estimated Time: 2:27:17
2023-04-13 17:23:20,460 semantic_segmentation INFO: Iters: 30750/40000 || Lr: 0.005428 || Task Loss: 0.5463 || KD Loss: 0.3764|| Cost Time: 8:09:06 || Estimated Time: 2:27:07
2023-04-13 17:23:29,581 semantic_segmentation INFO: Iters: 30760/40000 || Lr: 0.005423 || Task Loss: 0.1958 || KD Loss: 0.2322|| Cost Time: 8:09:15 || Estimated Time: 2:26:57
2023-04-13 17:23:38,715 semantic_segmentation INFO: Iters: 30770/40000 || Lr: 0.005418 || Task Loss: 0.2433 || KD Loss: 0.3165|| Cost Time: 8:09:24 || Estimated Time: 2:26:48
2023-04-13 17:23:47,819 semantic_segmentation INFO: Iters: 30780/40000 || Lr: 0.005413 || Task Loss: 0.1888 || KD Loss: 0.2214|| Cost Time: 8:09:33 || Estimated Time: 2:26:38
2023-04-13 17:23:56,960 semantic_segmentation INFO: Iters: 30790/40000 || Lr: 0.005407 || Task Loss: 0.2478 || KD Loss: 0.2398|| Cost Time: 8:09:42 || Estimated Time: 2:26:28
2023-04-13 17:24:06,074 semantic_segmentation INFO: Iters: 30800/40000 || Lr: 0.005402 || Task Loss: 0.1488 || KD Loss: 0.2835|| Cost Time: 8:09:51 || Estimated Time: 2:26:19
2023-04-13 17:24:06,378 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 17:24:08,560 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.391
2023-04-13 17:24:08,819 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.494
2023-04-13 17:24:09,318 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.513
2023-04-13 17:24:09,415 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.538
2023-04-13 17:24:09,503 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.556
2023-04-13 17:24:09,588 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.536
2023-04-13 17:24:09,666 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.558
2023-04-13 17:24:09,742 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.587
2023-04-13 17:24:09,812 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.634
2023-04-13 17:24:09,881 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.678
2023-04-13 17:24:09,949 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.679
2023-04-13 17:24:10,022 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.696
2023-04-13 17:24:10,101 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.706
2023-04-13 17:24:10,180 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.703
2023-04-13 17:24:10,258 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.704
2023-04-13 17:24:10,338 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.695
2023-04-13 17:24:10,411 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.698
2023-04-13 17:24:10,486 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.701
2023-04-13 17:24:10,561 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.705
2023-04-13 17:24:10,634 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.715
2023-04-13 17:24:10,710 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.716
2023-04-13 17:24:10,788 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.696
2023-04-13 17:24:10,864 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.699
2023-04-13 17:24:10,942 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.706
2023-04-13 17:24:11,021 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-13 17:24:11,094 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-13 17:24:11,167 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.716
2023-04-13 17:24:11,240 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 17:24:11,319 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-13 17:24:11,399 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 17:24:11,478 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 17:24:11,557 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 17:24:11,637 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.725
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2023-04-13 17:24:11,785 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.726
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2023-04-13 17:24:11,932 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-13 17:24:12,008 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-13 17:24:12,080 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 17:24:12,155 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.715
2023-04-13 17:24:12,228 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.715
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2023-04-13 17:24:12,454 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-13 17:24:12,527 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.714
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2023-04-13 17:24:12,670 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.714
2023-04-13 17:24:12,746 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.713
2023-04-13 17:24:12,824 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.716
2023-04-13 17:24:12,897 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.719
2023-04-13 17:24:12,976 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.719
2023-04-13 17:24:13,060 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 17:24:13,145 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-13 17:24:13,220 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.728
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2023-04-13 17:24:13,759 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.729
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2023-04-13 17:24:13,917 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 17:24:13,990 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-13 17:24:14,065 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.735
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2023-04-13 17:24:26,307 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-13 17:24:26,371 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:24:26,435 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 17:24:26,497 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 17:24:26,558 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 17:24:26,622 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 17:24:26,690 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 17:24:26,765 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-13 17:24:26,840 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 17:24:26,912 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 17:24:26,986 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 17:24:27,059 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 17:24:27,130 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 17:24:27,200 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:24:27,270 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:24:27,334 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:24:27,401 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:24:27,469 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:24:27,533 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-13 17:24:27,598 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 17:24:27,661 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:24:27,727 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:24:27,792 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:24:28,092 semantic_segmentation INFO: Overall validation pixAcc: 95.354, mIoU: 73.415
2023-04-13 17:24:37,360 semantic_segmentation INFO: Iters: 30810/40000 || Lr: 0.005397 || Task Loss: 0.4155 || KD Loss: 0.2936|| Cost Time: 8:10:22 || Estimated Time: 2:26:16
2023-04-13 17:24:46,065 semantic_segmentation INFO: Iters: 30820/40000 || Lr: 0.005392 || Task Loss: 0.2224 || KD Loss: 0.2757|| Cost Time: 8:10:31 || Estimated Time: 2:26:06
2023-04-13 17:24:55,063 semantic_segmentation INFO: Iters: 30830/40000 || Lr: 0.005387 || Task Loss: 0.2989 || KD Loss: 0.3092|| Cost Time: 8:10:40 || Estimated Time: 2:25:56
2023-04-13 17:25:04,079 semantic_segmentation INFO: Iters: 30840/40000 || Lr: 0.005381 || Task Loss: 0.2998 || KD Loss: 0.3497|| Cost Time: 8:10:49 || Estimated Time: 2:25:46
2023-04-13 17:25:13,028 semantic_segmentation INFO: Iters: 30850/40000 || Lr: 0.005376 || Task Loss: 0.2359 || KD Loss: 0.2421|| Cost Time: 8:10:58 || Estimated Time: 2:25:37
2023-04-13 17:25:21,876 semantic_segmentation INFO: Iters: 30860/40000 || Lr: 0.005371 || Task Loss: 0.2767 || KD Loss: 0.2510|| Cost Time: 8:11:07 || Estimated Time: 2:25:27
2023-04-13 17:25:30,912 semantic_segmentation INFO: Iters: 30870/40000 || Lr: 0.005366 || Task Loss: 0.1855 || KD Loss: 0.2538|| Cost Time: 8:11:16 || Estimated Time: 2:25:17
2023-04-13 17:25:39,979 semantic_segmentation INFO: Iters: 30880/40000 || Lr: 0.005361 || Task Loss: 0.2371 || KD Loss: 0.2032|| Cost Time: 8:11:25 || Estimated Time: 2:25:08
2023-04-13 17:25:48,994 semantic_segmentation INFO: Iters: 30890/40000 || Lr: 0.005355 || Task Loss: 0.1643 || KD Loss: 0.2542|| Cost Time: 8:11:34 || Estimated Time: 2:24:58
2023-04-13 17:25:58,042 semantic_segmentation INFO: Iters: 30900/40000 || Lr: 0.005350 || Task Loss: 0.2642 || KD Loss: 0.3085|| Cost Time: 8:11:43 || Estimated Time: 2:24:48
2023-04-13 17:26:06,728 semantic_segmentation INFO: Iters: 30910/40000 || Lr: 0.005345 || Task Loss: 0.1810 || KD Loss: 0.2895|| Cost Time: 8:11:52 || Estimated Time: 2:24:38
2023-04-13 17:26:15,877 semantic_segmentation INFO: Iters: 30920/40000 || Lr: 0.005340 || Task Loss: 0.2689 || KD Loss: 0.2217|| Cost Time: 8:12:01 || Estimated Time: 2:24:29
2023-04-13 17:26:24,977 semantic_segmentation INFO: Iters: 30930/40000 || Lr: 0.005335 || Task Loss: 0.2208 || KD Loss: 0.2503|| Cost Time: 8:12:10 || Estimated Time: 2:24:19
2023-04-13 17:26:33,916 semantic_segmentation INFO: Iters: 30940/40000 || Lr: 0.005329 || Task Loss: 0.1641 || KD Loss: 0.2331|| Cost Time: 8:12:19 || Estimated Time: 2:24:09
2023-04-13 17:26:42,985 semantic_segmentation INFO: Iters: 30950/40000 || Lr: 0.005324 || Task Loss: 0.2843 || KD Loss: 0.3366|| Cost Time: 8:12:28 || Estimated Time: 2:24:00
2023-04-13 17:26:52,084 semantic_segmentation INFO: Iters: 30960/40000 || Lr: 0.005319 || Task Loss: 0.1752 || KD Loss: 0.2624|| Cost Time: 8:12:37 || Estimated Time: 2:23:50
2023-04-13 17:27:01,197 semantic_segmentation INFO: Iters: 30970/40000 || Lr: 0.005314 || Task Loss: 0.1976 || KD Loss: 0.2242|| Cost Time: 8:12:46 || Estimated Time: 2:23:40
2023-04-13 17:27:10,088 semantic_segmentation INFO: Iters: 30980/40000 || Lr: 0.005309 || Task Loss: 0.1604 || KD Loss: 0.2260|| Cost Time: 8:12:55 || Estimated Time: 2:23:31
2023-04-13 17:27:19,209 semantic_segmentation INFO: Iters: 30990/40000 || Lr: 0.005303 || Task Loss: 0.1675 || KD Loss: 0.2713|| Cost Time: 8:13:04 || Estimated Time: 2:23:21
2023-04-13 17:27:28,252 semantic_segmentation INFO: Iters: 31000/40000 || Lr: 0.005298 || Task Loss: 0.2349 || KD Loss: 0.2551|| Cost Time: 8:13:13 || Estimated Time: 2:23:11
2023-04-13 17:27:37,351 semantic_segmentation INFO: Iters: 31010/40000 || Lr: 0.005293 || Task Loss: 0.2225 || KD Loss: 0.2818|| Cost Time: 8:13:22 || Estimated Time: 2:23:01
2023-04-13 17:27:46,433 semantic_segmentation INFO: Iters: 31020/40000 || Lr: 0.005288 || Task Loss: 0.2646 || KD Loss: 0.2619|| Cost Time: 8:13:31 || Estimated Time: 2:22:52
2023-04-13 17:27:55,460 semantic_segmentation INFO: Iters: 31030/40000 || Lr: 0.005283 || Task Loss: 0.3210 || KD Loss: 0.2304|| Cost Time: 8:13:41 || Estimated Time: 2:22:42
2023-04-13 17:28:04,521 semantic_segmentation INFO: Iters: 31040/40000 || Lr: 0.005277 || Task Loss: 0.1890 || KD Loss: 0.2579|| Cost Time: 8:13:50 || Estimated Time: 2:22:32
2023-04-13 17:28:13,600 semantic_segmentation INFO: Iters: 31050/40000 || Lr: 0.005272 || Task Loss: 0.1691 || KD Loss: 0.1888|| Cost Time: 8:13:59 || Estimated Time: 2:22:23
2023-04-13 17:28:22,482 semantic_segmentation INFO: Iters: 31060/40000 || Lr: 0.005267 || Task Loss: 0.2460 || KD Loss: 0.2114|| Cost Time: 8:14:08 || Estimated Time: 2:22:13
2023-04-13 17:28:31,579 semantic_segmentation INFO: Iters: 31070/40000 || Lr: 0.005262 || Task Loss: 0.2618 || KD Loss: 0.2661|| Cost Time: 8:14:17 || Estimated Time: 2:22:03
2023-04-13 17:28:40,609 semantic_segmentation INFO: Iters: 31080/40000 || Lr: 0.005257 || Task Loss: 0.2628 || KD Loss: 0.3196|| Cost Time: 8:14:26 || Estimated Time: 2:21:54
2023-04-13 17:28:49,649 semantic_segmentation INFO: Iters: 31090/40000 || Lr: 0.005251 || Task Loss: 0.1973 || KD Loss: 0.2299|| Cost Time: 8:14:35 || Estimated Time: 2:21:44
2023-04-13 17:28:58,551 semantic_segmentation INFO: Iters: 31100/40000 || Lr: 0.005246 || Task Loss: 0.2173 || KD Loss: 0.3003|| Cost Time: 8:14:44 || Estimated Time: 2:21:34
2023-04-13 17:29:07,657 semantic_segmentation INFO: Iters: 31110/40000 || Lr: 0.005241 || Task Loss: 0.2293 || KD Loss: 0.2637|| Cost Time: 8:14:53 || Estimated Time: 2:21:25
2023-04-13 17:29:16,759 semantic_segmentation INFO: Iters: 31120/40000 || Lr: 0.005236 || Task Loss: 0.2011 || KD Loss: 0.2280|| Cost Time: 8:15:02 || Estimated Time: 2:21:15
2023-04-13 17:29:25,819 semantic_segmentation INFO: Iters: 31130/40000 || Lr: 0.005231 || Task Loss: 0.2751 || KD Loss: 0.3912|| Cost Time: 8:15:11 || Estimated Time: 2:21:05
2023-04-13 17:29:34,933 semantic_segmentation INFO: Iters: 31140/40000 || Lr: 0.005225 || Task Loss: 0.2464 || KD Loss: 0.2446|| Cost Time: 8:15:20 || Estimated Time: 2:20:56
2023-04-13 17:29:43,979 semantic_segmentation INFO: Iters: 31150/40000 || Lr: 0.005220 || Task Loss: 0.2782 || KD Loss: 0.2684|| Cost Time: 8:15:29 || Estimated Time: 2:20:46
2023-04-13 17:29:53,033 semantic_segmentation INFO: Iters: 31160/40000 || Lr: 0.005215 || Task Loss: 0.2721 || KD Loss: 0.2566|| Cost Time: 8:15:38 || Estimated Time: 2:20:36
2023-04-13 17:30:02,116 semantic_segmentation INFO: Iters: 31170/40000 || Lr: 0.005210 || Task Loss: 0.2652 || KD Loss: 0.2723|| Cost Time: 8:15:47 || Estimated Time: 2:20:26
2023-04-13 17:30:11,027 semantic_segmentation INFO: Iters: 31180/40000 || Lr: 0.005205 || Task Loss: 0.2201 || KD Loss: 0.2667|| Cost Time: 8:15:56 || Estimated Time: 2:20:17
2023-04-13 17:30:19,993 semantic_segmentation INFO: Iters: 31190/40000 || Lr: 0.005199 || Task Loss: 0.1991 || KD Loss: 0.2151|| Cost Time: 8:16:05 || Estimated Time: 2:20:07
2023-04-13 17:30:29,149 semantic_segmentation INFO: Iters: 31200/40000 || Lr: 0.005194 || Task Loss: 0.2743 || KD Loss: 0.3214|| Cost Time: 8:16:14 || Estimated Time: 2:19:57
2023-04-13 17:30:29,433 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 17:30:31,581 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.406
2023-04-13 17:30:32,218 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.503
2023-04-13 17:30:32,380 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.508
2023-04-13 17:30:32,470 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.540
2023-04-13 17:30:32,557 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.557
2023-04-13 17:30:32,638 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.546
2023-04-13 17:30:32,714 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.559
2023-04-13 17:30:32,783 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.596
2023-04-13 17:30:32,853 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.641
2023-04-13 17:30:32,932 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.691
2023-04-13 17:30:33,012 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.700
2023-04-13 17:30:33,088 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.721
2023-04-13 17:30:33,165 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.726
2023-04-13 17:30:33,242 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.721
2023-04-13 17:30:33,321 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.714
2023-04-13 17:30:33,398 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.706
2023-04-13 17:30:33,476 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.707
2023-04-13 17:30:33,552 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.712
2023-04-13 17:30:33,629 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.721
2023-04-13 17:30:33,705 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.729
2023-04-13 17:30:33,781 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.729
2023-04-13 17:30:33,857 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-13 17:30:33,929 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.699
2023-04-13 17:30:34,007 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.709
2023-04-13 17:30:34,083 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 17:30:34,153 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 17:30:34,226 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 17:30:34,313 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-13 17:30:34,394 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-13 17:30:34,473 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-13 17:30:34,547 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-13 17:30:34,623 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-13 17:30:34,699 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.715
2023-04-13 17:30:34,772 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-13 17:30:34,851 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-13 17:30:34,927 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-13 17:30:35,007 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 17:30:35,088 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-13 17:30:35,164 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-13 17:30:35,238 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-13 17:30:35,311 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-13 17:30:35,387 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.709
2023-04-13 17:30:35,463 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.710
2023-04-13 17:30:35,542 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.711
2023-04-13 17:30:35,623 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.710
2023-04-13 17:30:35,700 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.710
2023-04-13 17:30:35,775 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.710
2023-04-13 17:30:35,848 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.709
2023-04-13 17:30:35,920 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.712
2023-04-13 17:30:35,992 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.715
2023-04-13 17:30:36,068 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.716
2023-04-13 17:30:36,143 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.720
2023-04-13 17:30:36,219 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-13 17:30:36,303 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-13 17:30:36,379 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-13 17:30:36,459 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-13 17:30:36,535 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-13 17:30:36,615 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-13 17:30:36,687 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 17:30:36,764 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-13 17:30:36,847 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 17:30:36,931 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:37,006 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 17:30:37,079 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:37,154 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 17:30:37,223 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 17:30:37,291 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-13 17:30:37,364 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-13 17:30:37,439 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 17:30:37,519 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 17:30:37,594 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 17:30:37,674 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 17:30:37,755 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 17:30:37,833 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 17:30:37,905 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 17:30:37,977 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 17:30:38,049 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 17:30:38,121 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 17:30:38,196 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 17:30:38,277 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-13 17:30:38,353 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.732
2023-04-13 17:30:38,429 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.732
2023-04-13 17:30:38,505 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.732
2023-04-13 17:30:38,577 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 17:30:38,647 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 17:30:38,720 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 17:30:38,796 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 17:30:38,868 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 17:30:38,947 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-13 17:30:39,024 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 17:30:39,105 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 17:30:39,184 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.729
2023-04-13 17:30:39,265 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.729
2023-04-13 17:30:39,341 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-13 17:30:39,417 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-13 17:30:39,495 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 17:30:39,569 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-13 17:30:39,644 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-13 17:30:39,724 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-13 17:30:39,805 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.729
2023-04-13 17:30:39,879 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.729
2023-04-13 17:30:39,950 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.727
2023-04-13 17:30:40,025 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,108 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,182 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,259 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,335 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,415 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 17:30:40,496 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 17:30:40,583 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,654 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,728 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,806 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,884 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:40,962 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:41,037 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.942, mIoU: 0.726
2023-04-13 17:30:41,109 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.728
2023-04-13 17:30:41,182 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.728
2023-04-13 17:30:41,262 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.728
2023-04-13 17:30:41,342 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.728
2023-04-13 17:30:41,418 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.942, mIoU: 0.728
2023-04-13 17:30:41,494 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.727
2023-04-13 17:30:41,571 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.727
2023-04-13 17:30:41,650 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.730
2023-04-13 17:30:41,724 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.730
2023-04-13 17:30:41,797 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.734
2023-04-13 17:30:41,875 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.735
2023-04-13 17:30:41,955 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.736
2023-04-13 17:30:42,034 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.734
2023-04-13 17:30:42,110 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.942, mIoU: 0.734
2023-04-13 17:30:42,186 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.734
2023-04-13 17:30:42,262 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.734
2023-04-13 17:30:42,335 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.734
2023-04-13 17:30:42,413 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.943, mIoU: 0.734
2023-04-13 17:30:42,489 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 17:30:42,573 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-13 17:30:42,652 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-13 17:30:42,730 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 17:30:42,804 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:42,878 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 17:30:42,954 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.943, mIoU: 0.734
2023-04-13 17:30:43,028 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.943, mIoU: 0.733
2023-04-13 17:30:43,104 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:43,178 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:43,251 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 17:30:43,331 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:43,414 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:43,494 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:43,568 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 17:30:43,644 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.943, mIoU: 0.730
2023-04-13 17:30:43,724 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:43,803 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:43,877 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 17:30:43,955 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 17:30:44,035 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.943, mIoU: 0.731
2023-04-13 17:30:44,112 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:44,188 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:44,262 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.943, mIoU: 0.732
2023-04-13 17:30:44,338 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 17:30:44,421 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 17:30:44,498 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 17:30:44,570 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.943, mIoU: 0.728
2023-04-13 17:30:44,644 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.943, mIoU: 0.728
2023-04-13 17:30:44,723 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 17:30:44,799 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 17:30:44,871 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.943, mIoU: 0.727
2023-04-13 17:30:44,945 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 17:30:45,021 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 17:30:45,097 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 17:30:45,174 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 17:30:45,257 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 17:30:45,332 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 17:30:45,409 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 17:30:45,483 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 17:30:45,556 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 17:30:45,632 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 17:30:45,705 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 17:30:45,779 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 17:30:45,862 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 17:30:45,943 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 17:30:46,021 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 17:30:46,093 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-13 17:30:46,167 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 17:30:46,244 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 17:30:46,319 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 17:30:46,396 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 17:30:46,478 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 17:30:46,556 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-13 17:30:46,632 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 17:30:46,706 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 17:30:46,788 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 17:30:46,863 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 17:30:46,944 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 17:30:47,018 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 17:30:47,094 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 17:30:47,169 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 17:30:47,241 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 17:30:47,314 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 17:30:47,387 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 17:30:47,456 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 17:30:47,530 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-13 17:30:47,602 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 17:30:47,684 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 17:30:47,759 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-13 17:30:47,836 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:47,912 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:47,985 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:48,056 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:48,129 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:48,201 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:48,272 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:48,343 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 17:30:48,413 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 17:30:48,487 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 17:30:48,560 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 17:30:48,636 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 17:30:48,716 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 17:30:48,797 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 17:30:48,870 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 17:30:48,940 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 17:30:49,011 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 17:30:49,080 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-13 17:30:49,149 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 17:30:49,218 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 17:30:49,285 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 17:30:49,351 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 17:30:49,418 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 17:30:49,483 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-13 17:30:49,548 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 17:30:49,611 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-13 17:30:49,675 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-13 17:30:49,736 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-13 17:30:49,800 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-13 17:30:49,868 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-13 17:30:49,942 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-13 17:30:50,016 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-13 17:30:50,088 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-13 17:30:50,162 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-13 17:30:50,234 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-13 17:30:50,305 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-13 17:30:50,375 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-13 17:30:50,445 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-13 17:30:50,509 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-13 17:30:50,576 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-13 17:30:50,643 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 17:30:50,708 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 17:30:50,772 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 17:30:50,835 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 17:30:50,901 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 17:30:50,967 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-13 17:30:51,234 semantic_segmentation INFO: Overall validation pixAcc: 95.147, mIoU: 72.576
2023-04-13 17:31:00,390 semantic_segmentation INFO: Iters: 31210/40000 || Lr: 0.005189 || Task Loss: 0.2900 || KD Loss: 0.2360|| Cost Time: 8:16:45 || Estimated Time: 2:19:54
2023-04-13 17:31:09,171 semantic_segmentation INFO: Iters: 31220/40000 || Lr: 0.005184 || Task Loss: 0.2338 || KD Loss: 0.3381|| Cost Time: 8:16:54 || Estimated Time: 2:19:44
2023-04-13 17:31:18,108 semantic_segmentation INFO: Iters: 31230/40000 || Lr: 0.005179 || Task Loss: 0.2556 || KD Loss: 0.2321|| Cost Time: 8:17:03 || Estimated Time: 2:19:34
2023-04-13 17:31:27,147 semantic_segmentation INFO: Iters: 31240/40000 || Lr: 0.005173 || Task Loss: 0.1867 || KD Loss: 0.2573|| Cost Time: 8:17:12 || Estimated Time: 2:19:25
2023-04-13 17:31:36,163 semantic_segmentation INFO: Iters: 31250/40000 || Lr: 0.005168 || Task Loss: 0.2476 || KD Loss: 0.2004|| Cost Time: 8:17:21 || Estimated Time: 2:19:15
2023-04-13 17:31:45,086 semantic_segmentation INFO: Iters: 31260/40000 || Lr: 0.005163 || Task Loss: 0.2564 || KD Loss: 0.2951|| Cost Time: 8:17:30 || Estimated Time: 2:19:05
2023-04-13 17:31:54,115 semantic_segmentation INFO: Iters: 31270/40000 || Lr: 0.005158 || Task Loss: 0.2105 || KD Loss: 0.2643|| Cost Time: 8:17:39 || Estimated Time: 2:18:56
2023-04-13 17:32:03,193 semantic_segmentation INFO: Iters: 31280/40000 || Lr: 0.005153 || Task Loss: 0.2340 || KD Loss: 0.2198|| Cost Time: 8:17:48 || Estimated Time: 2:18:46
2023-04-13 17:32:12,221 semantic_segmentation INFO: Iters: 31290/40000 || Lr: 0.005147 || Task Loss: 0.1904 || KD Loss: 0.2644|| Cost Time: 8:17:57 || Estimated Time: 2:18:36
2023-04-13 17:32:21,247 semantic_segmentation INFO: Iters: 31300/40000 || Lr: 0.005142 || Task Loss: 0.2697 || KD Loss: 0.3620|| Cost Time: 8:18:06 || Estimated Time: 2:18:27
2023-04-13 17:32:30,190 semantic_segmentation INFO: Iters: 31310/40000 || Lr: 0.005137 || Task Loss: 0.2867 || KD Loss: 0.2880|| Cost Time: 8:18:15 || Estimated Time: 2:18:17
2023-04-13 17:32:39,279 semantic_segmentation INFO: Iters: 31320/40000 || Lr: 0.005132 || Task Loss: 0.2825 || KD Loss: 0.2909|| Cost Time: 8:18:24 || Estimated Time: 2:18:07
2023-04-13 17:32:48,330 semantic_segmentation INFO: Iters: 31330/40000 || Lr: 0.005126 || Task Loss: 0.1776 || KD Loss: 0.2718|| Cost Time: 8:18:33 || Estimated Time: 2:17:58
2023-04-13 17:32:57,375 semantic_segmentation INFO: Iters: 31340/40000 || Lr: 0.005121 || Task Loss: 0.2283 || KD Loss: 0.2356|| Cost Time: 8:18:42 || Estimated Time: 2:17:48
2023-04-13 17:33:06,392 semantic_segmentation INFO: Iters: 31350/40000 || Lr: 0.005116 || Task Loss: 0.2977 || KD Loss: 0.2722|| Cost Time: 8:18:51 || Estimated Time: 2:17:38
2023-04-13 17:33:15,393 semantic_segmentation INFO: Iters: 31360/40000 || Lr: 0.005111 || Task Loss: 0.2414 || KD Loss: 0.2304|| Cost Time: 8:19:00 || Estimated Time: 2:17:28
2023-04-13 17:33:24,453 semantic_segmentation INFO: Iters: 31370/40000 || Lr: 0.005106 || Task Loss: 0.1909 || KD Loss: 0.2526|| Cost Time: 8:19:10 || Estimated Time: 2:17:19
2023-04-13 17:33:33,504 semantic_segmentation INFO: Iters: 31380/40000 || Lr: 0.005100 || Task Loss: 0.2051 || KD Loss: 0.2528|| Cost Time: 8:19:19 || Estimated Time: 2:17:09
2023-04-13 17:33:42,616 semantic_segmentation INFO: Iters: 31390/40000 || Lr: 0.005095 || Task Loss: 0.1654 || KD Loss: 0.2820|| Cost Time: 8:19:28 || Estimated Time: 2:16:59
2023-04-13 17:33:51,631 semantic_segmentation INFO: Iters: 31400/40000 || Lr: 0.005090 || Task Loss: 0.2393 || KD Loss: 0.2675|| Cost Time: 8:19:37 || Estimated Time: 2:16:50
2023-04-13 17:34:00,524 semantic_segmentation INFO: Iters: 31410/40000 || Lr: 0.005085 || Task Loss: 0.2373 || KD Loss: 0.2913|| Cost Time: 8:19:46 || Estimated Time: 2:16:40
2023-04-13 17:34:09,627 semantic_segmentation INFO: Iters: 31420/40000 || Lr: 0.005079 || Task Loss: 0.2817 || KD Loss: 0.2676|| Cost Time: 8:19:55 || Estimated Time: 2:16:30
2023-04-13 17:34:18,680 semantic_segmentation INFO: Iters: 31430/40000 || Lr: 0.005074 || Task Loss: 0.2479 || KD Loss: 0.2426|| Cost Time: 8:20:04 || Estimated Time: 2:16:21
2023-04-13 17:34:27,740 semantic_segmentation INFO: Iters: 31440/40000 || Lr: 0.005069 || Task Loss: 0.1925 || KD Loss: 0.1810|| Cost Time: 8:20:13 || Estimated Time: 2:16:11
2023-04-13 17:34:36,779 semantic_segmentation INFO: Iters: 31450/40000 || Lr: 0.005064 || Task Loss: 0.2229 || KD Loss: 0.1857|| Cost Time: 8:20:22 || Estimated Time: 2:16:01
2023-04-13 17:34:45,796 semantic_segmentation INFO: Iters: 31460/40000 || Lr: 0.005059 || Task Loss: 0.1761 || KD Loss: 0.2734|| Cost Time: 8:20:31 || Estimated Time: 2:15:52
2023-04-13 17:34:54,693 semantic_segmentation INFO: Iters: 31470/40000 || Lr: 0.005053 || Task Loss: 0.1587 || KD Loss: 0.2889|| Cost Time: 8:20:40 || Estimated Time: 2:15:42
2023-04-13 17:35:03,728 semantic_segmentation INFO: Iters: 31480/40000 || Lr: 0.005048 || Task Loss: 0.1936 || KD Loss: 0.2260|| Cost Time: 8:20:49 || Estimated Time: 2:15:32
2023-04-13 17:35:12,805 semantic_segmentation INFO: Iters: 31490/40000 || Lr: 0.005043 || Task Loss: 0.2244 || KD Loss: 0.1785|| Cost Time: 8:20:58 || Estimated Time: 2:15:23
2023-04-13 17:35:21,838 semantic_segmentation INFO: Iters: 31500/40000 || Lr: 0.005038 || Task Loss: 0.1707 || KD Loss: 0.2626|| Cost Time: 8:21:07 || Estimated Time: 2:15:13
2023-04-13 17:35:30,941 semantic_segmentation INFO: Iters: 31510/40000 || Lr: 0.005032 || Task Loss: 0.2307 || KD Loss: 0.2381|| Cost Time: 8:21:16 || Estimated Time: 2:15:03
2023-04-13 17:35:39,924 semantic_segmentation INFO: Iters: 31520/40000 || Lr: 0.005027 || Task Loss: 0.2350 || KD Loss: 0.2340|| Cost Time: 8:21:25 || Estimated Time: 2:14:53
2023-04-13 17:35:48,977 semantic_segmentation INFO: Iters: 31530/40000 || Lr: 0.005022 || Task Loss: 0.2327 || KD Loss: 0.2070|| Cost Time: 8:21:34 || Estimated Time: 2:14:44
2023-04-13 17:35:57,948 semantic_segmentation INFO: Iters: 31540/40000 || Lr: 0.005017 || Task Loss: 0.2091 || KD Loss: 0.2961|| Cost Time: 8:21:43 || Estimated Time: 2:14:34
2023-04-13 17:36:07,026 semantic_segmentation INFO: Iters: 31550/40000 || Lr: 0.005012 || Task Loss: 0.1609 || KD Loss: 0.2615|| Cost Time: 8:21:52 || Estimated Time: 2:14:24
2023-04-13 17:36:16,073 semantic_segmentation INFO: Iters: 31560/40000 || Lr: 0.005006 || Task Loss: 0.2237 || KD Loss: 0.2394|| Cost Time: 8:22:01 || Estimated Time: 2:14:15
2023-04-13 17:36:25,084 semantic_segmentation INFO: Iters: 31570/40000 || Lr: 0.005001 || Task Loss: 0.1867 || KD Loss: 0.3420|| Cost Time: 8:22:10 || Estimated Time: 2:14:05
2023-04-13 17:36:34,095 semantic_segmentation INFO: Iters: 31580/40000 || Lr: 0.004996 || Task Loss: 0.1931 || KD Loss: 0.2540|| Cost Time: 8:22:19 || Estimated Time: 2:13:55
2023-04-13 17:36:43,094 semantic_segmentation INFO: Iters: 31590/40000 || Lr: 0.004991 || Task Loss: 0.2322 || KD Loss: 0.2536|| Cost Time: 8:22:28 || Estimated Time: 2:13:46
2023-04-13 17:36:52,195 semantic_segmentation INFO: Iters: 31600/40000 || Lr: 0.004985 || Task Loss: 0.2411 || KD Loss: 0.2600|| Cost Time: 8:22:37 || Estimated Time: 2:13:36
2023-04-13 17:36:52,482 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 17:36:54,994 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.406
2023-04-13 17:36:55,125 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.501
2023-04-13 17:36:55,268 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.513
2023-04-13 17:36:55,504 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.541
2023-04-13 17:36:55,585 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.569
2023-04-13 17:36:55,664 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.572
2023-04-13 17:36:55,741 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.597
2023-04-13 17:36:55,827 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.627
2023-04-13 17:36:55,902 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.670
2023-04-13 17:36:55,976 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.699
2023-04-13 17:36:56,051 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.713
2023-04-13 17:36:56,126 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.738
2023-04-13 17:36:56,204 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.722
2023-04-13 17:36:56,282 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.717
2023-04-13 17:36:56,357 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.719
2023-04-13 17:36:56,439 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.709
2023-04-13 17:36:56,511 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.710
2023-04-13 17:36:56,587 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.714
2023-04-13 17:36:56,666 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.718
2023-04-13 17:36:56,745 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.725
2023-04-13 17:36:56,822 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.724
2023-04-13 17:36:56,896 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.676
2023-04-13 17:36:56,973 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.676
2023-04-13 17:36:57,047 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.684
2023-04-13 17:36:57,117 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.699
2023-04-13 17:36:57,190 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.698
2023-04-13 17:36:57,264 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.689
2023-04-13 17:36:57,342 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.687
2023-04-13 17:36:57,419 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:36:57,496 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.703
2023-04-13 17:36:57,571 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-13 17:36:57,644 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:36:57,722 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-13 17:36:57,794 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.697
2023-04-13 17:36:57,866 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.699
2023-04-13 17:36:57,938 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.699
2023-04-13 17:36:58,009 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.694
2023-04-13 17:36:58,082 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.694
2023-04-13 17:36:58,161 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.685
2023-04-13 17:36:58,243 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.685
2023-04-13 17:36:58,320 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.683
2023-04-13 17:36:58,393 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.682
2023-04-13 17:36:58,469 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.683
2023-04-13 17:36:58,547 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.683
2023-04-13 17:36:58,624 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.681
2023-04-13 17:36:58,697 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.682
2023-04-13 17:36:58,778 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.682
2023-04-13 17:36:58,854 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.681
2023-04-13 17:36:58,930 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.681
2023-04-13 17:36:59,012 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.683
2023-04-13 17:36:59,085 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.684
2023-04-13 17:36:59,155 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.675
2023-04-13 17:36:59,225 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.676
2023-04-13 17:36:59,298 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.678
2023-04-13 17:36:59,370 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.677
2023-04-13 17:36:59,446 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.680
2023-04-13 17:36:59,517 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.680
2023-04-13 17:36:59,597 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.686
2023-04-13 17:36:59,677 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-13 17:36:59,755 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.687
2023-04-13 17:36:59,832 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.691
2023-04-13 17:36:59,913 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.692
2023-04-13 17:36:59,988 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.692
2023-04-13 17:37:00,064 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-13 17:37:00,142 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:37:00,221 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:37:00,296 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 17:37:00,374 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.699
2023-04-13 17:37:00,446 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:37:00,521 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:37:00,593 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-13 17:37:00,665 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.693
2023-04-13 17:37:00,740 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:37:00,821 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:37:00,898 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:37:00,976 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:37:01,051 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:37:01,129 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:37:01,201 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:37:01,274 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.691
2023-04-13 17:37:01,348 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.693
2023-04-13 17:37:01,422 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.693
2023-04-13 17:37:01,497 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.692
2023-04-13 17:37:01,576 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-13 17:37:01,653 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-13 17:37:01,727 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-13 17:37:01,804 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:37:01,880 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:37:01,958 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:37:02,029 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-13 17:37:02,104 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-13 17:37:02,181 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:37:02,265 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:37:02,348 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:37:02,429 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 17:37:02,499 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-13 17:37:02,573 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 17:37:02,648 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-13 17:37:02,724 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 17:37:02,799 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 17:37:02,880 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:37:02,958 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 17:37:03,033 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 17:37:03,108 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-13 17:37:03,181 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:37:03,254 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:37:03,330 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:37:03,406 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:03,488 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:03,567 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:03,647 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:03,720 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:03,796 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-13 17:37:03,869 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-13 17:37:03,944 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-13 17:37:04,019 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-13 17:37:04,097 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:04,177 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:37:04,254 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:37:04,330 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:04,402 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:04,474 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:04,545 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-13 17:37:04,621 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-13 17:37:04,695 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-13 17:37:04,768 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.943, mIoU: 0.705
2023-04-13 17:37:04,845 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-13 17:37:04,925 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-13 17:37:05,008 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-13 17:37:05,086 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-13 17:37:05,161 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-13 17:37:05,235 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-13 17:37:05,311 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 17:37:05,389 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 17:37:05,467 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 17:37:05,545 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 17:37:05,622 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-13 17:37:05,700 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-13 17:37:05,775 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-13 17:37:05,852 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 17:37:05,926 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 17:37:06,003 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-13 17:37:06,079 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:37:06,155 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:37:06,232 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-13 17:37:06,313 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:37:06,385 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:37:06,461 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-13 17:37:06,533 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-13 17:37:06,607 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-13 17:37:06,681 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:37:06,757 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:37:06,835 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:37:06,912 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:37:06,992 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:37:07,071 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:37:07,149 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:37:07,221 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:37:07,296 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:37:07,379 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-13 17:37:07,455 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-13 17:37:07,533 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:37:07,613 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-13 17:37:07,688 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:37:07,760 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:37:07,836 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-13 17:37:07,910 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-13 17:37:07,988 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-13 17:37:08,067 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:37:08,145 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-13 17:37:08,219 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-13 17:37:08,297 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-13 17:37:08,371 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-13 17:37:08,441 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-13 17:37:08,514 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-13 17:37:08,583 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.945, mIoU: 0.699
2023-04-13 17:37:08,655 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.945, mIoU: 0.699
2023-04-13 17:37:08,727 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.945, mIoU: 0.699
2023-04-13 17:37:08,807 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 17:37:08,889 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 17:37:08,966 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 17:37:09,045 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 17:37:09,122 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 17:37:09,199 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 17:37:09,276 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 17:37:09,352 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-13 17:37:09,426 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-13 17:37:09,503 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-13 17:37:09,580 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-13 17:37:09,656 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:37:09,730 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:37:09,805 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:37:09,873 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:37:09,948 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:37:10,031 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.946, mIoU: 0.700
2023-04-13 17:37:10,107 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:37:10,186 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:37:10,261 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:37:10,337 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:37:10,410 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-13 17:37:10,485 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.946, mIoU: 0.703
2023-04-13 17:37:10,561 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:37:10,646 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:37:10,724 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-13 17:37:10,803 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.947, mIoU: 0.704
2023-04-13 17:37:10,879 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.947, mIoU: 0.704
2023-04-13 17:37:10,952 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.947, mIoU: 0.704
2023-04-13 17:37:11,023 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:11,094 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:11,165 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:11,237 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:11,309 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-13 17:37:11,386 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-13 17:37:11,465 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-13 17:37:11,545 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-13 17:37:11,622 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-13 17:37:11,697 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-13 17:37:11,774 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-13 17:37:11,846 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-13 17:37:11,914 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-13 17:37:11,981 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.947, mIoU: 0.699
2023-04-13 17:37:12,047 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-13 17:37:12,113 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-13 17:37:12,181 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-13 17:37:12,246 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-13 17:37:12,311 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-13 17:37:12,376 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-13 17:37:12,441 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-13 17:37:12,505 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.703
2023-04-13 17:37:12,569 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.703
2023-04-13 17:37:12,632 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:12,693 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:12,756 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:12,824 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:12,898 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:12,972 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:13,045 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.947, mIoU: 0.703
2023-04-13 17:37:13,118 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.947, mIoU: 0.703
2023-04-13 17:37:13,191 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-13 17:37:13,263 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:13,333 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:13,404 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:13,471 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-13 17:37:13,538 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.703
2023-04-13 17:37:13,605 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.704
2023-04-13 17:37:13,670 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.705
2023-04-13 17:37:13,735 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.704
2023-04-13 17:37:13,799 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.705
2023-04-13 17:37:13,865 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.704
2023-04-13 17:37:13,930 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.704
2023-04-13 17:37:14,355 semantic_segmentation INFO: Overall validation pixAcc: 95.282, mIoU: 70.499
2023-04-13 17:37:23,390 semantic_segmentation INFO: Iters: 31610/40000 || Lr: 0.004980 || Task Loss: 0.2884 || KD Loss: 0.2625|| Cost Time: 8:23:08 || Estimated Time: 2:13:32
2023-04-13 17:37:32,434 semantic_segmentation INFO: Iters: 31620/40000 || Lr: 0.004975 || Task Loss: 0.3494 || KD Loss: 0.2738|| Cost Time: 8:23:17 || Estimated Time: 2:13:23
2023-04-13 17:37:41,453 semantic_segmentation INFO: Iters: 31630/40000 || Lr: 0.004970 || Task Loss: 0.3696 || KD Loss: 0.3014|| Cost Time: 8:23:27 || Estimated Time: 2:13:13
2023-04-13 17:37:50,437 semantic_segmentation INFO: Iters: 31640/40000 || Lr: 0.004964 || Task Loss: 0.2023 || KD Loss: 0.1674|| Cost Time: 8:23:35 || Estimated Time: 2:13:03
2023-04-13 17:37:59,480 semantic_segmentation INFO: Iters: 31650/40000 || Lr: 0.004959 || Task Loss: 0.3143 || KD Loss: 0.2441|| Cost Time: 8:23:45 || Estimated Time: 2:12:53
2023-04-13 17:38:08,408 semantic_segmentation INFO: Iters: 31660/40000 || Lr: 0.004954 || Task Loss: 0.2130 || KD Loss: 0.1827|| Cost Time: 8:23:53 || Estimated Time: 2:12:44
2023-04-13 17:38:17,401 semantic_segmentation INFO: Iters: 31670/40000 || Lr: 0.004949 || Task Loss: 0.1518 || KD Loss: 0.2846|| Cost Time: 8:24:02 || Estimated Time: 2:12:34
2023-04-13 17:38:26,504 semantic_segmentation INFO: Iters: 31680/40000 || Lr: 0.004943 || Task Loss: 0.2974 || KD Loss: 0.3304|| Cost Time: 8:24:12 || Estimated Time: 2:12:24
2023-04-13 17:38:35,583 semantic_segmentation INFO: Iters: 31690/40000 || Lr: 0.004938 || Task Loss: 0.1944 || KD Loss: 0.2228|| Cost Time: 8:24:21 || Estimated Time: 2:12:15
2023-04-13 17:38:44,644 semantic_segmentation INFO: Iters: 31700/40000 || Lr: 0.004933 || Task Loss: 0.2352 || KD Loss: 0.2553|| Cost Time: 8:24:30 || Estimated Time: 2:12:05
2023-04-13 17:38:53,684 semantic_segmentation INFO: Iters: 31710/40000 || Lr: 0.004928 || Task Loss: 0.1769 || KD Loss: 0.2593|| Cost Time: 8:24:39 || Estimated Time: 2:11:55
2023-04-13 17:39:02,725 semantic_segmentation INFO: Iters: 31720/40000 || Lr: 0.004923 || Task Loss: 0.2532 || KD Loss: 0.2706|| Cost Time: 8:24:48 || Estimated Time: 2:11:46
2023-04-13 17:39:11,835 semantic_segmentation INFO: Iters: 31730/40000 || Lr: 0.004917 || Task Loss: 0.2590 || KD Loss: 0.2399|| Cost Time: 8:24:57 || Estimated Time: 2:11:36
2023-04-13 17:39:20,945 semantic_segmentation INFO: Iters: 31740/40000 || Lr: 0.004912 || Task Loss: 0.3329 || KD Loss: 0.2990|| Cost Time: 8:25:06 || Estimated Time: 2:11:26
2023-04-13 17:39:30,051 semantic_segmentation INFO: Iters: 31750/40000 || Lr: 0.004907 || Task Loss: 0.2019 || KD Loss: 0.2260|| Cost Time: 8:25:15 || Estimated Time: 2:11:17
2023-04-13 17:39:39,068 semantic_segmentation INFO: Iters: 31760/40000 || Lr: 0.004902 || Task Loss: 0.2479 || KD Loss: 0.1965|| Cost Time: 8:25:24 || Estimated Time: 2:11:07
2023-04-13 17:39:48,175 semantic_segmentation INFO: Iters: 31770/40000 || Lr: 0.004896 || Task Loss: 0.1837 || KD Loss: 0.2418|| Cost Time: 8:25:33 || Estimated Time: 2:10:57
2023-04-13 17:39:57,272 semantic_segmentation INFO: Iters: 31780/40000 || Lr: 0.004891 || Task Loss: 0.1844 || KD Loss: 0.2726|| Cost Time: 8:25:42 || Estimated Time: 2:10:48
2023-04-13 17:40:06,346 semantic_segmentation INFO: Iters: 31790/40000 || Lr: 0.004886 || Task Loss: 0.2508 || KD Loss: 0.2553|| Cost Time: 8:25:51 || Estimated Time: 2:10:38
2023-04-13 17:40:15,322 semantic_segmentation INFO: Iters: 31800/40000 || Lr: 0.004881 || Task Loss: 0.2225 || KD Loss: 0.2066|| Cost Time: 8:26:00 || Estimated Time: 2:10:28
2023-04-13 17:40:24,495 semantic_segmentation INFO: Iters: 31810/40000 || Lr: 0.004875 || Task Loss: 0.1961 || KD Loss: 0.3815|| Cost Time: 8:26:10 || Estimated Time: 2:10:19
2023-04-13 17:40:33,579 semantic_segmentation INFO: Iters: 31820/40000 || Lr: 0.004870 || Task Loss: 0.2216 || KD Loss: 0.2128|| Cost Time: 8:26:19 || Estimated Time: 2:10:09
2023-04-13 17:40:42,631 semantic_segmentation INFO: Iters: 31830/40000 || Lr: 0.004865 || Task Loss: 0.2764 || KD Loss: 0.2868|| Cost Time: 8:26:28 || Estimated Time: 2:09:59
2023-04-13 17:40:51,733 semantic_segmentation INFO: Iters: 31840/40000 || Lr: 0.004860 || Task Loss: 0.1980 || KD Loss: 0.2311|| Cost Time: 8:26:37 || Estimated Time: 2:09:50
2023-04-13 17:41:00,821 semantic_segmentation INFO: Iters: 31850/40000 || Lr: 0.004854 || Task Loss: 0.2451 || KD Loss: 0.3084|| Cost Time: 8:26:46 || Estimated Time: 2:09:40
2023-04-13 17:41:09,906 semantic_segmentation INFO: Iters: 31860/40000 || Lr: 0.004849 || Task Loss: 0.2166 || KD Loss: 0.2176|| Cost Time: 8:26:55 || Estimated Time: 2:09:30
2023-04-13 17:41:18,940 semantic_segmentation INFO: Iters: 31870/40000 || Lr: 0.004844 || Task Loss: 0.2178 || KD Loss: 0.2006|| Cost Time: 8:27:04 || Estimated Time: 2:09:21
2023-04-13 17:41:28,052 semantic_segmentation INFO: Iters: 31880/40000 || Lr: 0.004839 || Task Loss: 0.2985 || KD Loss: 0.2250|| Cost Time: 8:27:13 || Estimated Time: 2:09:11
2023-04-13 17:41:37,157 semantic_segmentation INFO: Iters: 31890/40000 || Lr: 0.004833 || Task Loss: 0.3278 || KD Loss: 0.2430|| Cost Time: 8:27:22 || Estimated Time: 2:09:01
2023-04-13 17:41:46,235 semantic_segmentation INFO: Iters: 31900/40000 || Lr: 0.004828 || Task Loss: 0.2984 || KD Loss: 0.3154|| Cost Time: 8:27:31 || Estimated Time: 2:08:52
2023-04-13 17:41:55,362 semantic_segmentation INFO: Iters: 31910/40000 || Lr: 0.004823 || Task Loss: 0.1760 || KD Loss: 0.1681|| Cost Time: 8:27:40 || Estimated Time: 2:08:42
2023-04-13 17:42:04,429 semantic_segmentation INFO: Iters: 31920/40000 || Lr: 0.004818 || Task Loss: 0.1819 || KD Loss: 0.2653|| Cost Time: 8:27:49 || Estimated Time: 2:08:32
2023-04-13 17:42:13,446 semantic_segmentation INFO: Iters: 31930/40000 || Lr: 0.004812 || Task Loss: 0.1881 || KD Loss: 0.2235|| Cost Time: 8:27:58 || Estimated Time: 2:08:23
2023-04-13 17:42:22,510 semantic_segmentation INFO: Iters: 31940/40000 || Lr: 0.004807 || Task Loss: 0.1247 || KD Loss: 0.2567|| Cost Time: 8:28:08 || Estimated Time: 2:08:13
2023-04-13 17:42:31,639 semantic_segmentation INFO: Iters: 31950/40000 || Lr: 0.004802 || Task Loss: 0.2415 || KD Loss: 0.3347|| Cost Time: 8:28:17 || Estimated Time: 2:08:03
2023-04-13 17:42:40,742 semantic_segmentation INFO: Iters: 31960/40000 || Lr: 0.004797 || Task Loss: 0.1890 || KD Loss: 0.2928|| Cost Time: 8:28:26 || Estimated Time: 2:07:54
2023-04-13 17:42:49,794 semantic_segmentation INFO: Iters: 31970/40000 || Lr: 0.004791 || Task Loss: 0.2583 || KD Loss: 0.1995|| Cost Time: 8:28:35 || Estimated Time: 2:07:44
2023-04-13 17:42:58,881 semantic_segmentation INFO: Iters: 31980/40000 || Lr: 0.004786 || Task Loss: 0.1798 || KD Loss: 0.2167|| Cost Time: 8:28:44 || Estimated Time: 2:07:34
2023-04-13 17:43:08,000 semantic_segmentation INFO: Iters: 31990/40000 || Lr: 0.004781 || Task Loss: 0.2059 || KD Loss: 0.2488|| Cost Time: 8:28:53 || Estimated Time: 2:07:25
2023-04-13 17:43:17,175 semantic_segmentation INFO: Iters: 32000/40000 || Lr: 0.004776 || Task Loss: 0.1804 || KD Loss: 0.1976|| Cost Time: 8:29:02 || Estimated Time: 2:07:15
2023-04-13 17:43:17,458 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 17:43:20,116 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.399
2023-04-13 17:43:20,235 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.497
2023-04-13 17:43:20,390 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.503
2023-04-13 17:43:20,489 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.529
2023-04-13 17:43:20,565 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.532
2023-04-13 17:43:20,645 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.536
2023-04-13 17:43:20,725 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.554
2023-04-13 17:43:20,795 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.591
2023-04-13 17:43:20,871 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.637
2023-04-13 17:43:20,946 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.695
2023-04-13 17:43:21,024 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.700
2023-04-13 17:43:21,103 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.728
2023-04-13 17:43:21,176 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.735
2023-04-13 17:43:21,248 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.734
2023-04-13 17:43:21,322 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.729
2023-04-13 17:43:21,398 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.720
2023-04-13 17:43:21,470 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.721
2023-04-13 17:43:21,540 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.726
2023-04-13 17:43:21,613 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.735
2023-04-13 17:43:21,690 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.742
2023-04-13 17:43:21,770 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.742
2023-04-13 17:43:21,851 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.718
2023-04-13 17:43:21,928 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.716
2023-04-13 17:43:22,005 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.725
2023-04-13 17:43:22,080 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-13 17:43:22,156 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.742
2023-04-13 17:43:22,236 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.729
2023-04-13 17:43:22,319 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 17:43:22,393 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 17:43:22,470 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 17:43:22,546 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.737
2023-04-13 17:43:22,631 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 17:43:22,705 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.736
2023-04-13 17:43:22,787 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 17:43:22,861 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 17:43:22,939 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 17:43:23,011 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.730
2023-04-13 17:43:23,087 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.730
2023-04-13 17:43:23,155 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 17:43:23,232 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 17:43:23,304 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-13 17:43:23,380 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-13 17:43:23,452 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-13 17:43:23,525 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 17:43:23,608 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.724
2023-04-13 17:43:23,686 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.724
2023-04-13 17:43:23,762 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.724
2023-04-13 17:43:23,839 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.723
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2023-04-13 17:43:23,991 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.729
2023-04-13 17:43:24,064 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.729
2023-04-13 17:43:24,136 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.726
2023-04-13 17:43:24,208 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-13 17:43:24,285 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.729
2023-04-13 17:43:24,361 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-13 17:43:24,438 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.731
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2023-04-13 17:43:24,895 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.743
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2023-04-13 17:43:25,058 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.744
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2023-04-13 17:43:26,064 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.744
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2023-04-13 17:43:27,022 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.737
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2023-04-13 17:43:34,009 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.947, mIoU: 0.739
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2023-04-13 17:43:38,276 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:43:38,351 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:43:38,425 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 17:43:38,494 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 17:43:38,565 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:43:38,643 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:43:38,712 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-13 17:43:38,780 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:43:38,845 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:43:38,912 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:43:38,979 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:43:39,393 semantic_segmentation INFO: Overall validation pixAcc: 95.436, mIoU: 75.071
2023-04-13 17:43:48,794 semantic_segmentation INFO: Iters: 32010/40000 || Lr: 0.004770 || Task Loss: 0.2399 || KD Loss: 0.3074|| Cost Time: 8:29:34 || Estimated Time: 2:07:11
2023-04-13 17:43:57,791 semantic_segmentation INFO: Iters: 32020/40000 || Lr: 0.004765 || Task Loss: 0.1811 || KD Loss: 0.2504|| Cost Time: 8:29:43 || Estimated Time: 2:07:01
2023-04-13 17:44:06,759 semantic_segmentation INFO: Iters: 32030/40000 || Lr: 0.004760 || Task Loss: 0.2713 || KD Loss: 0.2836|| Cost Time: 8:29:52 || Estimated Time: 2:06:52
2023-04-13 17:44:15,653 semantic_segmentation INFO: Iters: 32040/40000 || Lr: 0.004754 || Task Loss: 0.2130 || KD Loss: 0.2517|| Cost Time: 8:30:01 || Estimated Time: 2:06:42
2023-04-13 17:44:24,699 semantic_segmentation INFO: Iters: 32050/40000 || Lr: 0.004749 || Task Loss: 0.2191 || KD Loss: 0.2291|| Cost Time: 8:30:10 || Estimated Time: 2:06:32
2023-04-13 17:44:33,772 semantic_segmentation INFO: Iters: 32060/40000 || Lr: 0.004744 || Task Loss: 0.3093 || KD Loss: 0.3048|| Cost Time: 8:30:19 || Estimated Time: 2:06:23
2023-04-13 17:44:42,829 semantic_segmentation INFO: Iters: 32070/40000 || Lr: 0.004739 || Task Loss: 0.2577 || KD Loss: 0.2203|| Cost Time: 8:30:28 || Estimated Time: 2:06:13
2023-04-13 17:44:51,898 semantic_segmentation INFO: Iters: 32080/40000 || Lr: 0.004733 || Task Loss: 0.2330 || KD Loss: 0.2134|| Cost Time: 8:30:37 || Estimated Time: 2:06:03
2023-04-13 17:45:00,989 semantic_segmentation INFO: Iters: 32090/40000 || Lr: 0.004728 || Task Loss: 0.1719 || KD Loss: 0.2566|| Cost Time: 8:30:46 || Estimated Time: 2:05:54
2023-04-13 17:45:10,021 semantic_segmentation INFO: Iters: 32100/40000 || Lr: 0.004723 || Task Loss: 0.2647 || KD Loss: 0.3247|| Cost Time: 8:30:55 || Estimated Time: 2:05:44
2023-04-13 17:45:19,120 semantic_segmentation INFO: Iters: 32110/40000 || Lr: 0.004718 || Task Loss: 0.2027 || KD Loss: 0.2503|| Cost Time: 8:31:04 || Estimated Time: 2:05:34
2023-04-13 17:45:28,197 semantic_segmentation INFO: Iters: 32120/40000 || Lr: 0.004712 || Task Loss: 0.2552 || KD Loss: 0.1797|| Cost Time: 8:31:13 || Estimated Time: 2:05:25
2023-04-13 17:45:37,241 semantic_segmentation INFO: Iters: 32130/40000 || Lr: 0.004707 || Task Loss: 0.2516 || KD Loss: 0.2550|| Cost Time: 8:31:22 || Estimated Time: 2:05:15
2023-04-13 17:45:46,364 semantic_segmentation INFO: Iters: 32140/40000 || Lr: 0.004702 || Task Loss: 0.1882 || KD Loss: 0.2299|| Cost Time: 8:31:31 || Estimated Time: 2:05:05
2023-04-13 17:45:55,463 semantic_segmentation INFO: Iters: 32150/40000 || Lr: 0.004697 || Task Loss: 0.1862 || KD Loss: 0.2384|| Cost Time: 8:31:41 || Estimated Time: 2:04:56
2023-04-13 17:46:04,463 semantic_segmentation INFO: Iters: 32160/40000 || Lr: 0.004691 || Task Loss: 0.2316 || KD Loss: 0.2722|| Cost Time: 8:31:50 || Estimated Time: 2:04:46
2023-04-13 17:46:13,595 semantic_segmentation INFO: Iters: 32170/40000 || Lr: 0.004686 || Task Loss: 0.2021 || KD Loss: 0.2563|| Cost Time: 8:31:59 || Estimated Time: 2:04:36
2023-04-13 17:46:22,694 semantic_segmentation INFO: Iters: 32180/40000 || Lr: 0.004681 || Task Loss: 0.2930 || KD Loss: 0.2728|| Cost Time: 8:32:08 || Estimated Time: 2:04:27
2023-04-13 17:46:31,818 semantic_segmentation INFO: Iters: 32190/40000 || Lr: 0.004675 || Task Loss: 0.2267 || KD Loss: 0.2114|| Cost Time: 8:32:17 || Estimated Time: 2:04:17
2023-04-13 17:46:40,906 semantic_segmentation INFO: Iters: 32200/40000 || Lr: 0.004670 || Task Loss: 0.1970 || KD Loss: 0.3073|| Cost Time: 8:32:26 || Estimated Time: 2:04:07
2023-04-13 17:46:49,988 semantic_segmentation INFO: Iters: 32210/40000 || Lr: 0.004665 || Task Loss: 0.2065 || KD Loss: 0.2721|| Cost Time: 8:32:35 || Estimated Time: 2:03:58
2023-04-13 17:46:59,046 semantic_segmentation INFO: Iters: 32220/40000 || Lr: 0.004660 || Task Loss: 0.2372 || KD Loss: 0.1946|| Cost Time: 8:32:44 || Estimated Time: 2:03:48
2023-04-13 17:47:08,129 semantic_segmentation INFO: Iters: 32230/40000 || Lr: 0.004654 || Task Loss: 0.2005 || KD Loss: 0.2334|| Cost Time: 8:32:53 || Estimated Time: 2:03:38
2023-04-13 17:47:17,168 semantic_segmentation INFO: Iters: 32240/40000 || Lr: 0.004649 || Task Loss: 0.2940 || KD Loss: 0.2050|| Cost Time: 8:33:02 || Estimated Time: 2:03:29
2023-04-13 17:47:26,275 semantic_segmentation INFO: Iters: 32250/40000 || Lr: 0.004644 || Task Loss: 0.1625 || KD Loss: 0.2544|| Cost Time: 8:33:11 || Estimated Time: 2:03:19
2023-04-13 17:47:35,356 semantic_segmentation INFO: Iters: 32260/40000 || Lr: 0.004639 || Task Loss: 0.2316 || KD Loss: 0.1533|| Cost Time: 8:33:20 || Estimated Time: 2:03:09
2023-04-13 17:47:44,460 semantic_segmentation INFO: Iters: 32270/40000 || Lr: 0.004633 || Task Loss: 0.2574 || KD Loss: 0.2239|| Cost Time: 8:33:30 || Estimated Time: 2:03:00
2023-04-13 17:47:53,560 semantic_segmentation INFO: Iters: 32280/40000 || Lr: 0.004628 || Task Loss: 0.1807 || KD Loss: 0.2469|| Cost Time: 8:33:39 || Estimated Time: 2:02:50
2023-04-13 17:48:02,647 semantic_segmentation INFO: Iters: 32290/40000 || Lr: 0.004623 || Task Loss: 0.2902 || KD Loss: 0.2876|| Cost Time: 8:33:48 || Estimated Time: 2:02:40
2023-04-13 17:48:11,749 semantic_segmentation INFO: Iters: 32300/40000 || Lr: 0.004617 || Task Loss: 0.2665 || KD Loss: 0.2586|| Cost Time: 8:33:57 || Estimated Time: 2:02:31
2023-04-13 17:48:20,870 semantic_segmentation INFO: Iters: 32310/40000 || Lr: 0.004612 || Task Loss: 0.2016 || KD Loss: 0.2172|| Cost Time: 8:34:06 || Estimated Time: 2:02:21
2023-04-13 17:48:29,967 semantic_segmentation INFO: Iters: 32320/40000 || Lr: 0.004607 || Task Loss: 0.2196 || KD Loss: 0.1748|| Cost Time: 8:34:15 || Estimated Time: 2:02:11
2023-04-13 17:48:39,052 semantic_segmentation INFO: Iters: 32330/40000 || Lr: 0.004602 || Task Loss: 0.2031 || KD Loss: 0.2107|| Cost Time: 8:34:24 || Estimated Time: 2:02:02
2023-04-13 17:48:48,161 semantic_segmentation INFO: Iters: 32340/40000 || Lr: 0.004596 || Task Loss: 0.2210 || KD Loss: 0.2469|| Cost Time: 8:34:33 || Estimated Time: 2:01:52
2023-04-13 17:48:57,050 semantic_segmentation INFO: Iters: 32350/40000 || Lr: 0.004591 || Task Loss: 0.1956 || KD Loss: 0.1813|| Cost Time: 8:34:42 || Estimated Time: 2:01:42
2023-04-13 17:49:06,210 semantic_segmentation INFO: Iters: 32360/40000 || Lr: 0.004586 || Task Loss: 0.2706 || KD Loss: 0.2926|| Cost Time: 8:34:51 || Estimated Time: 2:01:33
2023-04-13 17:49:15,374 semantic_segmentation INFO: Iters: 32370/40000 || Lr: 0.004580 || Task Loss: 0.2700 || KD Loss: 0.3038|| Cost Time: 8:35:00 || Estimated Time: 2:01:23
2023-04-13 17:49:24,440 semantic_segmentation INFO: Iters: 32380/40000 || Lr: 0.004575 || Task Loss: 0.1692 || KD Loss: 0.2267|| Cost Time: 8:35:09 || Estimated Time: 2:01:13
2023-04-13 17:49:33,546 semantic_segmentation INFO: Iters: 32390/40000 || Lr: 0.004570 || Task Loss: 0.2504 || KD Loss: 0.2695|| Cost Time: 8:35:19 || Estimated Time: 2:01:04
2023-04-13 17:49:42,668 semantic_segmentation INFO: Iters: 32400/40000 || Lr: 0.004565 || Task Loss: 0.2175 || KD Loss: 0.3779|| Cost Time: 8:35:28 || Estimated Time: 2:00:54
2023-04-13 17:49:42,948 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 17:49:45,483 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.398
2023-04-13 17:49:45,618 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.497
2023-04-13 17:49:45,901 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.505
2023-04-13 17:49:45,986 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.531
2023-04-13 17:49:46,067 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.539
2023-04-13 17:49:46,147 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.544
2023-04-13 17:49:46,225 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.561
2023-04-13 17:49:46,297 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.602
2023-04-13 17:49:46,372 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.645
2023-04-13 17:49:46,453 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.695
2023-04-13 17:49:46,530 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.703
2023-04-13 17:49:46,602 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.727
2023-04-13 17:49:46,678 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.736
2023-04-13 17:49:46,751 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.724
2023-04-13 17:49:46,823 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.723
2023-04-13 17:49:46,898 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.712
2023-04-13 17:49:46,968 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.714
2023-04-13 17:49:47,039 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.718
2023-04-13 17:49:47,116 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.727
2023-04-13 17:49:47,194 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.733
2023-04-13 17:49:47,269 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.733
2023-04-13 17:49:47,344 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.731
2023-04-13 17:49:47,420 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.730
2023-04-13 17:49:47,493 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-13 17:49:47,567 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-13 17:49:47,640 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-13 17:49:47,714 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 17:49:47,784 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-13 17:49:47,855 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-13 17:49:47,933 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 17:49:48,009 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 17:49:48,086 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-13 17:49:48,165 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 17:49:48,243 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.744
2023-04-13 17:49:48,317 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 17:49:48,391 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 17:49:48,466 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:49:48,541 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:49:48,610 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:49:48,683 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-13 17:49:48,762 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-13 17:49:48,841 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 17:49:48,919 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 17:49:48,994 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:49:49,071 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-13 17:49:49,145 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 17:49:49,218 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-13 17:49:49,293 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-13 17:49:49,368 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-13 17:49:49,441 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 17:49:49,519 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 17:49:49,596 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 17:49:49,673 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 17:49:49,754 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-13 17:49:49,833 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 17:49:49,909 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 17:49:49,983 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 17:49:50,062 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 17:49:50,138 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 17:49:50,214 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 17:49:50,293 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 17:49:50,371 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-13 17:49:50,449 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-13 17:49:50,531 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-13 17:49:50,608 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.763
2023-04-13 17:49:50,687 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.764
2023-04-13 17:49:50,762 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.763
2023-04-13 17:49:50,837 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.764
2023-04-13 17:49:50,913 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.762
2023-04-13 17:49:50,984 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.762
2023-04-13 17:49:51,056 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.763
2023-04-13 17:49:51,129 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-13 17:49:51,205 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-13 17:49:51,277 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-13 17:49:51,358 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-13 17:49:51,438 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-13 17:49:51,514 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-13 17:49:51,588 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-13 17:49:51,664 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-13 17:49:51,737 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-13 17:49:51,816 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.763
2023-04-13 17:49:51,892 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.763
2023-04-13 17:49:51,969 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-13 17:49:52,042 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-13 17:49:52,117 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.756
2023-04-13 17:49:52,192 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.756
2023-04-13 17:49:52,266 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.756
2023-04-13 17:49:52,340 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.756
2023-04-13 17:49:52,419 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.755
2023-04-13 17:49:52,491 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.754
2023-04-13 17:49:52,565 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.754
2023-04-13 17:49:52,643 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 17:49:52,722 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 17:49:52,797 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-13 17:49:52,876 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-13 17:49:52,947 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-13 17:49:53,025 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:49:53,097 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:49:53,169 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:49:53,244 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:49:53,319 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.742
2023-04-13 17:49:53,394 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-13 17:49:53,473 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 17:49:53,553 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 17:49:53,629 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 17:49:53,704 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 17:49:53,782 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 17:49:53,856 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 17:49:53,931 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 17:49:54,005 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.742
2023-04-13 17:49:54,083 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.742
2023-04-13 17:49:54,157 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 17:49:54,239 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 17:49:54,315 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 17:49:54,390 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 17:49:54,465 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 17:49:54,538 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.744
2023-04-13 17:49:54,614 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-13 17:49:54,686 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.746
2023-04-13 17:49:54,761 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.746
2023-04-13 17:49:54,842 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.746
2023-04-13 17:49:54,924 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-13 17:49:55,002 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-13 17:49:55,078 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.746
2023-04-13 17:49:55,153 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.746
2023-04-13 17:49:55,228 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.749
2023-04-13 17:49:55,299 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.750
2023-04-13 17:49:55,372 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.750
2023-04-13 17:49:55,449 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.750
2023-04-13 17:49:55,530 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.750
2023-04-13 17:49:55,609 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.750
2023-04-13 17:49:55,684 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.946, mIoU: 0.750
2023-04-13 17:49:55,757 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.946, mIoU: 0.749
2023-04-13 17:49:55,831 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.749
2023-04-13 17:49:55,912 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 17:49:55,986 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 17:49:56,063 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 17:49:56,142 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 17:49:56,218 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.946, mIoU: 0.749
2023-04-13 17:49:56,295 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.946, mIoU: 0.748
2023-04-13 17:49:56,369 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.946, mIoU: 0.748
2023-04-13 17:49:56,447 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.946, mIoU: 0.748
2023-04-13 17:49:56,519 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.946, mIoU: 0.747
2023-04-13 17:49:56,588 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 17:49:56,661 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.946, mIoU: 0.747
2023-04-13 17:49:56,739 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 17:49:56,818 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 17:49:56,894 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.946, mIoU: 0.747
2023-04-13 17:49:56,971 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.946, mIoU: 0.747
2023-04-13 17:49:57,047 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.946, mIoU: 0.746
2023-04-13 17:49:57,123 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 17:49:57,198 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 17:49:57,272 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.946, mIoU: 0.746
2023-04-13 17:49:57,347 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.946, mIoU: 0.746
2023-04-13 17:49:57,424 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.946, mIoU: 0.747
2023-04-13 17:49:57,500 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 17:49:57,576 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 17:49:57,652 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 17:49:57,728 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 17:49:57,804 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 17:49:57,875 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.947, mIoU: 0.745
2023-04-13 17:49:57,946 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-13 17:49:58,016 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:49:58,088 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:49:58,166 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:49:58,243 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:49:58,321 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:49:58,404 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 17:49:58,487 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 17:49:58,568 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 17:49:58,643 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 17:49:58,719 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 17:49:58,796 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 17:49:58,871 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 17:49:58,945 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 17:49:59,019 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 17:49:59,090 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-13 17:49:59,161 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 17:49:59,236 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 17:49:59,309 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 17:49:59,380 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 17:49:59,456 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 17:49:59,529 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 17:49:59,601 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 17:49:59,674 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:49:59,751 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 17:49:59,829 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 17:49:59,907 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 17:49:59,985 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 17:50:00,059 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 17:50:00,137 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:50:00,215 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:50:00,292 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-13 17:50:00,372 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-13 17:50:00,445 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-13 17:50:00,519 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-13 17:50:00,595 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-13 17:50:00,667 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:50:00,740 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:50:00,809 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:50:00,880 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-13 17:50:00,957 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:50:01,039 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:50:01,117 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:50:01,193 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 17:50:01,269 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:01,344 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:01,422 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:01,500 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:01,572 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:50:01,647 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:50:01,724 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:50:01,801 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:01,879 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:01,961 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:02,037 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:02,113 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:02,188 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:02,259 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:02,328 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:02,397 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:02,468 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:02,540 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:50:02,611 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:50:02,682 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:50:02,753 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:50:02,823 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:50:02,894 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 17:50:02,964 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 17:50:03,035 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:50:03,103 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,169 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,237 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,303 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,370 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,437 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,502 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,568 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,638 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:50:03,712 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,786 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,857 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,926 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:50:03,996 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:50:04,066 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:50:04,134 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-13 17:50:04,202 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:50:04,266 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-13 17:50:04,333 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:50:04,399 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:50:04,662 semantic_segmentation INFO: Overall validation pixAcc: 95.422, mIoU: 75.376
2023-04-13 17:50:13,885 semantic_segmentation INFO: Iters: 32410/40000 || Lr: 0.004559 || Task Loss: 0.1814 || KD Loss: 0.1776|| Cost Time: 8:35:59 || Estimated Time: 2:00:50
2023-04-13 17:50:22,574 semantic_segmentation INFO: Iters: 32420/40000 || Lr: 0.004554 || Task Loss: 0.1662 || KD Loss: 0.2435|| Cost Time: 8:36:08 || Estimated Time: 2:00:40
2023-04-13 17:50:31,674 semantic_segmentation INFO: Iters: 32430/40000 || Lr: 0.004549 || Task Loss: 0.1747 || KD Loss: 0.2472|| Cost Time: 8:36:17 || Estimated Time: 2:00:30
2023-04-13 17:50:40,704 semantic_segmentation INFO: Iters: 32440/40000 || Lr: 0.004543 || Task Loss: 0.2366 || KD Loss: 0.2412|| Cost Time: 8:36:26 || Estimated Time: 2:00:21
2023-04-13 17:50:49,705 semantic_segmentation INFO: Iters: 32450/40000 || Lr: 0.004538 || Task Loss: 0.1953 || KD Loss: 0.2436|| Cost Time: 8:36:35 || Estimated Time: 2:00:11
2023-04-13 17:50:58,707 semantic_segmentation INFO: Iters: 32460/40000 || Lr: 0.004533 || Task Loss: 0.2187 || KD Loss: 0.2243|| Cost Time: 8:36:44 || Estimated Time: 2:00:01
2023-04-13 17:51:07,626 semantic_segmentation INFO: Iters: 32470/40000 || Lr: 0.004528 || Task Loss: 0.1807 || KD Loss: 0.2309|| Cost Time: 8:36:53 || Estimated Time: 1:59:52
2023-04-13 17:51:16,434 semantic_segmentation INFO: Iters: 32480/40000 || Lr: 0.004522 || Task Loss: 0.2507 || KD Loss: 0.1610|| Cost Time: 8:37:01 || Estimated Time: 1:59:42
2023-04-13 17:51:25,540 semantic_segmentation INFO: Iters: 32490/40000 || Lr: 0.004517 || Task Loss: 0.2562 || KD Loss: 0.2527|| Cost Time: 8:37:11 || Estimated Time: 1:59:32
2023-04-13 17:51:34,556 semantic_segmentation INFO: Iters: 32500/40000 || Lr: 0.004512 || Task Loss: 0.2795 || KD Loss: 0.2327|| Cost Time: 8:37:20 || Estimated Time: 1:59:23
2023-04-13 17:51:43,531 semantic_segmentation INFO: Iters: 32510/40000 || Lr: 0.004506 || Task Loss: 0.3022 || KD Loss: 0.2597|| Cost Time: 8:37:29 || Estimated Time: 1:59:13
2023-04-13 17:51:52,568 semantic_segmentation INFO: Iters: 32520/40000 || Lr: 0.004501 || Task Loss: 0.2043 || KD Loss: 0.1653|| Cost Time: 8:37:38 || Estimated Time: 1:59:03
2023-04-13 17:52:01,594 semantic_segmentation INFO: Iters: 32530/40000 || Lr: 0.004496 || Task Loss: 0.1877 || KD Loss: 0.2176|| Cost Time: 8:37:47 || Estimated Time: 1:58:54
2023-04-13 17:52:10,682 semantic_segmentation INFO: Iters: 32540/40000 || Lr: 0.004491 || Task Loss: 0.1386 || KD Loss: 0.2225|| Cost Time: 8:37:56 || Estimated Time: 1:58:44
2023-04-13 17:52:19,277 semantic_segmentation INFO: Iters: 32550/40000 || Lr: 0.004485 || Task Loss: 0.2124 || KD Loss: 0.2701|| Cost Time: 8:38:04 || Estimated Time: 1:58:34
2023-04-13 17:52:28,297 semantic_segmentation INFO: Iters: 32560/40000 || Lr: 0.004480 || Task Loss: 0.2387 || KD Loss: 0.2177|| Cost Time: 8:38:13 || Estimated Time: 1:58:24
2023-04-13 17:52:37,439 semantic_segmentation INFO: Iters: 32570/40000 || Lr: 0.004475 || Task Loss: 0.1580 || KD Loss: 0.1774|| Cost Time: 8:38:22 || Estimated Time: 1:58:15
2023-04-13 17:52:46,617 semantic_segmentation INFO: Iters: 32580/40000 || Lr: 0.004469 || Task Loss: 0.2084 || KD Loss: 0.2778|| Cost Time: 8:38:32 || Estimated Time: 1:58:05
2023-04-13 17:52:55,744 semantic_segmentation INFO: Iters: 32590/40000 || Lr: 0.004464 || Task Loss: 0.1724 || KD Loss: 0.2667|| Cost Time: 8:38:41 || Estimated Time: 1:57:55
2023-04-13 17:53:04,783 semantic_segmentation INFO: Iters: 32600/40000 || Lr: 0.004459 || Task Loss: 0.2339 || KD Loss: 0.2276|| Cost Time: 8:38:50 || Estimated Time: 1:57:46
2023-04-13 17:53:13,741 semantic_segmentation INFO: Iters: 32610/40000 || Lr: 0.004453 || Task Loss: 0.2351 || KD Loss: 0.1657|| Cost Time: 8:38:59 || Estimated Time: 1:57:36
2023-04-13 17:53:22,781 semantic_segmentation INFO: Iters: 32620/40000 || Lr: 0.004448 || Task Loss: 0.2922 || KD Loss: 0.2537|| Cost Time: 8:39:08 || Estimated Time: 1:57:26
2023-04-13 17:53:31,873 semantic_segmentation INFO: Iters: 32630/40000 || Lr: 0.004443 || Task Loss: 0.1899 || KD Loss: 0.1920|| Cost Time: 8:39:17 || Estimated Time: 1:57:17
2023-04-13 17:53:40,954 semantic_segmentation INFO: Iters: 32640/40000 || Lr: 0.004438 || Task Loss: 0.2298 || KD Loss: 0.2824|| Cost Time: 8:39:26 || Estimated Time: 1:57:07
2023-04-13 17:53:50,054 semantic_segmentation INFO: Iters: 32650/40000 || Lr: 0.004432 || Task Loss: 0.3032 || KD Loss: 0.2724|| Cost Time: 8:39:35 || Estimated Time: 1:56:58
2023-04-13 17:53:59,156 semantic_segmentation INFO: Iters: 32660/40000 || Lr: 0.004427 || Task Loss: 0.2031 || KD Loss: 0.2251|| Cost Time: 8:39:44 || Estimated Time: 1:56:48
2023-04-13 17:54:08,388 semantic_segmentation INFO: Iters: 32670/40000 || Lr: 0.004422 || Task Loss: 0.1720 || KD Loss: 0.2517|| Cost Time: 8:39:53 || Estimated Time: 1:56:38
2023-04-13 17:54:17,528 semantic_segmentation INFO: Iters: 32680/40000 || Lr: 0.004416 || Task Loss: 0.2043 || KD Loss: 0.2589|| Cost Time: 8:40:03 || Estimated Time: 1:56:29
2023-04-13 17:54:26,564 semantic_segmentation INFO: Iters: 32690/40000 || Lr: 0.004411 || Task Loss: 0.1792 || KD Loss: 0.2051|| Cost Time: 8:40:12 || Estimated Time: 1:56:19
2023-04-13 17:54:35,649 semantic_segmentation INFO: Iters: 32700/40000 || Lr: 0.004406 || Task Loss: 0.2021 || KD Loss: 0.2084|| Cost Time: 8:40:21 || Estimated Time: 1:56:09
2023-04-13 17:54:44,724 semantic_segmentation INFO: Iters: 32710/40000 || Lr: 0.004400 || Task Loss: 0.2019 || KD Loss: 0.3586|| Cost Time: 8:40:30 || Estimated Time: 1:56:00
2023-04-13 17:54:53,754 semantic_segmentation INFO: Iters: 32720/40000 || Lr: 0.004395 || Task Loss: 0.1622 || KD Loss: 0.1864|| Cost Time: 8:40:39 || Estimated Time: 1:55:50
2023-04-13 17:55:02,739 semantic_segmentation INFO: Iters: 32730/40000 || Lr: 0.004390 || Task Loss: 0.2923 || KD Loss: 0.2276|| Cost Time: 8:40:48 || Estimated Time: 1:55:40
2023-04-13 17:55:11,819 semantic_segmentation INFO: Iters: 32740/40000 || Lr: 0.004384 || Task Loss: 0.2516 || KD Loss: 0.2163|| Cost Time: 8:40:57 || Estimated Time: 1:55:31
2023-04-13 17:55:20,846 semantic_segmentation INFO: Iters: 32750/40000 || Lr: 0.004379 || Task Loss: 0.1823 || KD Loss: 0.2012|| Cost Time: 8:41:06 || Estimated Time: 1:55:21
2023-04-13 17:55:29,763 semantic_segmentation INFO: Iters: 32760/40000 || Lr: 0.004374 || Task Loss: 0.2473 || KD Loss: 0.2955|| Cost Time: 8:41:15 || Estimated Time: 1:55:11
2023-04-13 17:55:38,873 semantic_segmentation INFO: Iters: 32770/40000 || Lr: 0.004369 || Task Loss: 0.1772 || KD Loss: 0.2195|| Cost Time: 8:41:24 || Estimated Time: 1:55:02
2023-04-13 17:55:47,958 semantic_segmentation INFO: Iters: 32780/40000 || Lr: 0.004363 || Task Loss: 0.2203 || KD Loss: 0.1911|| Cost Time: 8:41:33 || Estimated Time: 1:54:52
2023-04-13 17:55:57,040 semantic_segmentation INFO: Iters: 32790/40000 || Lr: 0.004358 || Task Loss: 0.2810 || KD Loss: 0.2650|| Cost Time: 8:41:42 || Estimated Time: 1:54:42
2023-04-13 17:56:06,083 semantic_segmentation INFO: Iters: 32800/40000 || Lr: 0.004353 || Task Loss: 0.2078 || KD Loss: 0.2631|| Cost Time: 8:41:51 || Estimated Time: 1:54:33
2023-04-13 17:56:06,364 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 17:56:08,825 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.422
2023-04-13 17:56:09,104 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.513
2023-04-13 17:56:09,230 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.527
2023-04-13 17:56:09,315 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.550
2023-04-13 17:56:09,392 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.576
2023-04-13 17:56:09,477 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.577
2023-04-13 17:56:09,560 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.574
2023-04-13 17:56:09,651 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.612
2023-04-13 17:56:09,731 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.658
2023-04-13 17:56:09,806 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.712
2023-04-13 17:56:09,886 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.723
2023-04-13 17:56:09,958 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.748
2023-04-13 17:56:10,034 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.753
2023-04-13 17:56:10,112 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.967, mIoU: 0.750
2023-04-13 17:56:10,186 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.965, mIoU: 0.744
2023-04-13 17:56:10,264 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.735
2023-04-13 17:56:10,335 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.962, mIoU: 0.736
2023-04-13 17:56:10,407 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.739
2023-04-13 17:56:10,483 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.745
2023-04-13 17:56:10,560 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.751
2023-04-13 17:56:10,638 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.748
2023-04-13 17:56:10,715 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.720
2023-04-13 17:56:10,792 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.717
2023-04-13 17:56:10,868 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.725
2023-04-13 17:56:10,940 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.742
2023-04-13 17:56:11,023 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.743
2023-04-13 17:56:11,110 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.729
2023-04-13 17:56:11,185 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-13 17:56:11,260 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 17:56:11,334 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 17:56:11,406 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 17:56:11,479 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 17:56:11,551 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.736
2023-04-13 17:56:11,629 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 17:56:11,701 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 17:56:11,781 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 17:56:11,863 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 17:56:11,945 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.731
2023-04-13 17:56:12,024 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 17:56:12,104 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-13 17:56:12,181 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-13 17:56:12,252 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-13 17:56:12,327 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.724
2023-04-13 17:56:12,407 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 17:56:12,486 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.725
2023-04-13 17:56:12,566 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.725
2023-04-13 17:56:12,643 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.725
2023-04-13 17:56:12,716 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.724
2023-04-13 17:56:12,791 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.728
2023-04-13 17:56:12,863 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.730
2023-04-13 17:56:12,937 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-13 17:56:13,012 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-13 17:56:13,086 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 17:56:13,166 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-13 17:56:13,248 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 17:56:13,329 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 17:56:13,409 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 17:56:13,488 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 17:56:13,564 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 17:56:13,641 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-13 17:56:13,716 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 17:56:13,800 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 17:56:13,875 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 17:56:13,952 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 17:56:14,023 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 17:56:14,096 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 17:56:14,170 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 17:56:14,247 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 17:56:14,326 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-13 17:56:14,409 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-13 17:56:14,487 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 17:56:14,565 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 17:56:14,640 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-13 17:56:14,712 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-13 17:56:14,786 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 17:56:14,863 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 17:56:14,936 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 17:56:15,014 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 17:56:15,090 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 17:56:15,168 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 17:56:15,240 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 17:56:15,321 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 17:56:15,395 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 17:56:15,470 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 17:56:15,547 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-13 17:56:15,622 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.743
2023-04-13 17:56:15,702 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.743
2023-04-13 17:56:15,784 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-13 17:56:15,859 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-13 17:56:15,935 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-13 17:56:16,008 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-13 17:56:16,079 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-13 17:56:16,152 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-13 17:56:16,230 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-13 17:56:16,310 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-13 17:56:16,384 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-13 17:56:16,461 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 17:56:16,534 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 17:56:16,610 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 17:56:16,683 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 17:56:16,760 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-13 17:56:16,840 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 17:56:16,916 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 17:56:16,994 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 17:56:17,070 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-13 17:56:17,158 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 17:56:17,236 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-13 17:56:17,313 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 17:56:17,390 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 17:56:17,469 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 17:56:17,544 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 17:56:17,622 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 17:56:17,707 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-13 17:56:17,781 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-13 17:56:17,855 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-13 17:56:17,931 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 17:56:18,011 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 17:56:18,092 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 17:56:18,175 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:18,251 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:18,323 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.736
2023-04-13 17:56:18,394 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.736
2023-04-13 17:56:18,470 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.736
2023-04-13 17:56:18,545 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 17:56:18,619 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 17:56:18,700 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-13 17:56:18,779 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-13 17:56:18,861 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-13 17:56:18,940 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-13 17:56:19,012 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-13 17:56:19,089 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:19,164 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:19,240 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.736
2023-04-13 17:56:19,318 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.736
2023-04-13 17:56:19,394 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-13 17:56:19,467 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-13 17:56:19,543 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 17:56:19,621 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-13 17:56:19,693 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:19,777 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 17:56:19,849 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-13 17:56:19,923 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 17:56:19,998 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:20,070 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:20,143 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:20,220 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-13 17:56:20,288 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-13 17:56:20,358 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 17:56:20,429 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 17:56:20,502 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 17:56:20,573 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 17:56:20,645 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 17:56:20,722 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.946, mIoU: 0.740
2023-04-13 17:56:20,803 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.946, mIoU: 0.740
2023-04-13 17:56:20,886 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.946, mIoU: 0.740
2023-04-13 17:56:20,965 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.946, mIoU: 0.740
2023-04-13 17:56:21,046 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-13 17:56:21,121 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.946, mIoU: 0.740
2023-04-13 17:56:21,197 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.946, mIoU: 0.740
2023-04-13 17:56:21,269 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.946, mIoU: 0.740
2023-04-13 17:56:21,348 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 17:56:21,424 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:21,506 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.736
2023-04-13 17:56:21,585 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:21,661 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 17:56:21,736 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 17:56:21,813 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 17:56:21,891 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 17:56:21,968 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 17:56:22,042 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 17:56:22,118 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 17:56:22,193 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 17:56:22,269 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 17:56:22,345 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 17:56:22,413 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 17:56:22,483 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:22,558 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 17:56:22,651 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 17:56:22,729 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 17:56:22,807 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:22,888 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:22,968 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:23,041 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:23,114 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:23,188 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:23,263 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:23,341 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:23,415 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-13 17:56:23,490 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:23,566 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 17:56:23,637 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-13 17:56:23,711 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-13 17:56:23,786 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:23,858 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:23,932 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:24,006 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:24,082 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 17:56:24,160 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 17:56:24,248 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 17:56:24,324 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 17:56:24,398 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:24,473 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:24,546 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:24,623 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:24,700 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:24,780 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:24,854 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:24,932 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:25,010 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 17:56:25,082 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 17:56:25,160 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 17:56:25,234 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 17:56:25,310 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 17:56:25,391 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 17:56:25,468 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 17:56:25,545 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 17:56:25,619 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 17:56:25,693 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 17:56:25,769 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 17:56:25,839 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 17:56:25,911 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:56:25,983 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:56:26,055 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:56:26,127 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:56:26,198 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 17:56:26,270 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 17:56:26,348 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 17:56:26,420 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 17:56:26,491 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:56:26,560 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:56:26,628 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:56:26,693 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:56:26,759 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:56:26,825 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:56:26,895 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:56:26,963 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:56:27,027 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:56:27,092 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:56:27,158 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 17:56:27,223 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:56:27,288 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:56:27,355 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:56:27,419 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 17:56:27,487 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:56:27,557 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:56:27,636 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-13 17:56:27,703 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:56:27,770 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-13 17:56:27,839 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 17:56:27,911 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 17:56:28,277 semantic_segmentation INFO: Overall validation pixAcc: 95.471, mIoU: 74.556
2023-04-13 17:56:37,414 semantic_segmentation INFO: Iters: 32810/40000 || Lr: 0.004347 || Task Loss: 0.2090 || KD Loss: 0.2120|| Cost Time: 8:42:22 || Estimated Time: 1:54:28
2023-04-13 17:56:46,248 semantic_segmentation INFO: Iters: 32820/40000 || Lr: 0.004342 || Task Loss: 0.2324 || KD Loss: 0.2593|| Cost Time: 8:42:31 || Estimated Time: 1:54:18
2023-04-13 17:56:55,340 semantic_segmentation INFO: Iters: 32830/40000 || Lr: 0.004337 || Task Loss: 0.2160 || KD Loss: 0.2647|| Cost Time: 8:42:40 || Estimated Time: 1:54:09
2023-04-13 17:57:04,361 semantic_segmentation INFO: Iters: 32840/40000 || Lr: 0.004331 || Task Loss: 0.2519 || KD Loss: 0.1788|| Cost Time: 8:42:49 || Estimated Time: 1:53:59
2023-04-13 17:57:13,484 semantic_segmentation INFO: Iters: 32850/40000 || Lr: 0.004326 || Task Loss: 0.2227 || KD Loss: 0.2049|| Cost Time: 8:42:59 || Estimated Time: 1:53:49
2023-04-13 17:57:22,544 semantic_segmentation INFO: Iters: 32860/40000 || Lr: 0.004321 || Task Loss: 0.2487 || KD Loss: 0.2450|| Cost Time: 8:43:08 || Estimated Time: 1:53:40
2023-04-13 17:57:31,563 semantic_segmentation INFO: Iters: 32870/40000 || Lr: 0.004315 || Task Loss: 0.1842 || KD Loss: 0.2194|| Cost Time: 8:43:17 || Estimated Time: 1:53:30
2023-04-13 17:57:40,603 semantic_segmentation INFO: Iters: 32880/40000 || Lr: 0.004310 || Task Loss: 0.1667 || KD Loss: 0.1857|| Cost Time: 8:43:26 || Estimated Time: 1:53:20
2023-04-13 17:57:49,619 semantic_segmentation INFO: Iters: 32890/40000 || Lr: 0.004305 || Task Loss: 0.2108 || KD Loss: 0.2389|| Cost Time: 8:43:35 || Estimated Time: 1:53:11
2023-04-13 17:57:58,669 semantic_segmentation INFO: Iters: 32900/40000 || Lr: 0.004299 || Task Loss: 0.2029 || KD Loss: 0.2142|| Cost Time: 8:43:44 || Estimated Time: 1:53:01
2023-04-13 17:58:07,696 semantic_segmentation INFO: Iters: 32910/40000 || Lr: 0.004294 || Task Loss: 0.1908 || KD Loss: 0.1982|| Cost Time: 8:43:53 || Estimated Time: 1:52:51
2023-04-13 17:58:16,737 semantic_segmentation INFO: Iters: 32920/40000 || Lr: 0.004289 || Task Loss: 0.2667 || KD Loss: 0.2678|| Cost Time: 8:44:02 || Estimated Time: 1:52:42
2023-04-13 17:58:25,762 semantic_segmentation INFO: Iters: 32930/40000 || Lr: 0.004283 || Task Loss: 0.3382 || KD Loss: 0.3151|| Cost Time: 8:44:11 || Estimated Time: 1:52:32
2023-04-13 17:58:34,806 semantic_segmentation INFO: Iters: 32940/40000 || Lr: 0.004278 || Task Loss: 0.2271 || KD Loss: 0.2316|| Cost Time: 8:44:20 || Estimated Time: 1:52:22
2023-04-13 17:58:43,854 semantic_segmentation INFO: Iters: 32950/40000 || Lr: 0.004273 || Task Loss: 0.3468 || KD Loss: 0.3473|| Cost Time: 8:44:29 || Estimated Time: 1:52:13
2023-04-13 17:58:52,949 semantic_segmentation INFO: Iters: 32960/40000 || Lr: 0.004267 || Task Loss: 0.1468 || KD Loss: 0.2433|| Cost Time: 8:44:38 || Estimated Time: 1:52:03
2023-04-13 17:59:01,964 semantic_segmentation INFO: Iters: 32970/40000 || Lr: 0.004262 || Task Loss: 0.2097 || KD Loss: 0.2597|| Cost Time: 8:44:47 || Estimated Time: 1:51:53
2023-04-13 17:59:11,002 semantic_segmentation INFO: Iters: 32980/40000 || Lr: 0.004257 || Task Loss: 0.1983 || KD Loss: 0.2167|| Cost Time: 8:44:56 || Estimated Time: 1:51:44
2023-04-13 17:59:19,988 semantic_segmentation INFO: Iters: 32990/40000 || Lr: 0.004251 || Task Loss: 0.1854 || KD Loss: 0.2298|| Cost Time: 8:45:05 || Estimated Time: 1:51:34
2023-04-13 17:59:28,897 semantic_segmentation INFO: Iters: 33000/40000 || Lr: 0.004246 || Task Loss: 0.2167 || KD Loss: 0.2319|| Cost Time: 8:45:14 || Estimated Time: 1:51:24
2023-04-13 17:59:37,932 semantic_segmentation INFO: Iters: 33010/40000 || Lr: 0.004241 || Task Loss: 0.2062 || KD Loss: 0.2113|| Cost Time: 8:45:23 || Estimated Time: 1:51:15
2023-04-13 17:59:47,043 semantic_segmentation INFO: Iters: 33020/40000 || Lr: 0.004235 || Task Loss: 0.1983 || KD Loss: 0.2055|| Cost Time: 8:45:32 || Estimated Time: 1:51:05
2023-04-13 17:59:56,148 semantic_segmentation INFO: Iters: 33030/40000 || Lr: 0.004230 || Task Loss: 0.5084 || KD Loss: 0.3568|| Cost Time: 8:45:41 || Estimated Time: 1:50:55
2023-04-13 18:00:05,101 semantic_segmentation INFO: Iters: 33040/40000 || Lr: 0.004225 || Task Loss: 0.2849 || KD Loss: 0.2211|| Cost Time: 8:45:50 || Estimated Time: 1:50:46
2023-04-13 18:00:14,183 semantic_segmentation INFO: Iters: 33050/40000 || Lr: 0.004219 || Task Loss: 0.2077 || KD Loss: 0.2617|| Cost Time: 8:45:59 || Estimated Time: 1:50:36
2023-04-13 18:00:23,240 semantic_segmentation INFO: Iters: 33060/40000 || Lr: 0.004214 || Task Loss: 0.4470 || KD Loss: 0.3129|| Cost Time: 8:46:08 || Estimated Time: 1:50:26
2023-04-13 18:00:32,318 semantic_segmentation INFO: Iters: 33070/40000 || Lr: 0.004209 || Task Loss: 0.1869 || KD Loss: 0.2017|| Cost Time: 8:46:17 || Estimated Time: 1:50:17
2023-04-13 18:00:41,420 semantic_segmentation INFO: Iters: 33080/40000 || Lr: 0.004203 || Task Loss: 0.2837 || KD Loss: 0.2705|| Cost Time: 8:46:26 || Estimated Time: 1:50:07
2023-04-13 18:00:50,471 semantic_segmentation INFO: Iters: 33090/40000 || Lr: 0.004198 || Task Loss: 0.1903 || KD Loss: 0.2228|| Cost Time: 8:46:36 || Estimated Time: 1:49:57
2023-04-13 18:00:59,539 semantic_segmentation INFO: Iters: 33100/40000 || Lr: 0.004193 || Task Loss: 0.2165 || KD Loss: 0.2135|| Cost Time: 8:46:45 || Estimated Time: 1:49:48
2023-04-13 18:01:08,573 semantic_segmentation INFO: Iters: 33110/40000 || Lr: 0.004187 || Task Loss: 0.4400 || KD Loss: 0.2515|| Cost Time: 8:46:54 || Estimated Time: 1:49:38
2023-04-13 18:01:17,681 semantic_segmentation INFO: Iters: 33120/40000 || Lr: 0.004182 || Task Loss: 0.2007 || KD Loss: 0.2366|| Cost Time: 8:47:03 || Estimated Time: 1:49:29
2023-04-13 18:01:26,709 semantic_segmentation INFO: Iters: 33130/40000 || Lr: 0.004177 || Task Loss: 0.1797 || KD Loss: 0.2597|| Cost Time: 8:47:12 || Estimated Time: 1:49:19
2023-04-13 18:01:35,796 semantic_segmentation INFO: Iters: 33140/40000 || Lr: 0.004171 || Task Loss: 0.5277 || KD Loss: 0.3434|| Cost Time: 8:47:21 || Estimated Time: 1:49:09
2023-04-13 18:01:44,813 semantic_segmentation INFO: Iters: 33150/40000 || Lr: 0.004166 || Task Loss: 0.2261 || KD Loss: 0.2647|| Cost Time: 8:47:30 || Estimated Time: 1:49:00
2023-04-13 18:01:53,851 semantic_segmentation INFO: Iters: 33160/40000 || Lr: 0.004161 || Task Loss: 0.1663 || KD Loss: 0.1785|| Cost Time: 8:47:39 || Estimated Time: 1:48:50
2023-04-13 18:02:02,960 semantic_segmentation INFO: Iters: 33170/40000 || Lr: 0.004155 || Task Loss: 0.2886 || KD Loss: 0.2456|| Cost Time: 8:47:48 || Estimated Time: 1:48:40
2023-04-13 18:02:11,948 semantic_segmentation INFO: Iters: 33180/40000 || Lr: 0.004150 || Task Loss: 0.2156 || KD Loss: 0.2411|| Cost Time: 8:47:57 || Estimated Time: 1:48:31
2023-04-13 18:02:21,061 semantic_segmentation INFO: Iters: 33190/40000 || Lr: 0.004145 || Task Loss: 0.1810 || KD Loss: 0.2975|| Cost Time: 8:48:06 || Estimated Time: 1:48:21
2023-04-13 18:02:30,186 semantic_segmentation INFO: Iters: 33200/40000 || Lr: 0.004139 || Task Loss: 0.3193 || KD Loss: 0.3324|| Cost Time: 8:48:15 || Estimated Time: 1:48:11
2023-04-13 18:02:30,470 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 18:02:33,140 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.403
2023-04-13 18:02:33,255 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.501
2023-04-13 18:02:33,364 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.513
2023-04-13 18:02:33,480 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.537
2023-04-13 18:02:33,560 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.563
2023-04-13 18:02:33,639 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.567
2023-04-13 18:02:33,720 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.552
2023-04-13 18:02:33,793 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.582
2023-04-13 18:02:33,872 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.631
2023-04-13 18:02:33,950 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.685
2023-04-13 18:02:34,028 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.696
2023-04-13 18:02:34,104 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.720
2023-04-13 18:02:34,184 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.723
2023-04-13 18:02:34,260 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.717
2023-04-13 18:02:34,331 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.714
2023-04-13 18:02:34,405 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.704
2023-04-13 18:02:34,479 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.705
2023-04-13 18:02:34,558 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.710
2023-04-13 18:02:34,635 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.721
2023-04-13 18:02:34,717 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.729
2023-04-13 18:02:34,790 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.729
2023-04-13 18:02:34,868 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.693
2023-04-13 18:02:34,941 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.691
2023-04-13 18:02:35,016 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.700
2023-04-13 18:02:35,087 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.716
2023-04-13 18:02:35,160 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.716
2023-04-13 18:02:35,238 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.706
2023-04-13 18:02:35,316 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.703
2023-04-13 18:02:35,403 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.712
2023-04-13 18:02:35,479 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:02:35,554 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-13 18:02:35,630 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-13 18:02:35,703 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-13 18:02:35,777 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-13 18:02:35,855 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:02:35,932 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-13 18:02:36,014 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 18:02:36,093 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-13 18:02:36,170 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-13 18:02:36,246 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-13 18:02:36,320 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-13 18:02:36,398 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.713
2023-04-13 18:02:36,475 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.714
2023-04-13 18:02:36,557 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.716
2023-04-13 18:02:36,636 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.714
2023-04-13 18:02:36,713 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.714
2023-04-13 18:02:36,790 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.715
2023-04-13 18:02:36,862 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.714
2023-04-13 18:02:36,935 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.717
2023-04-13 18:02:37,012 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.719
2023-04-13 18:02:37,088 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.720
2023-04-13 18:02:37,166 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.725
2023-04-13 18:02:37,241 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 18:02:37,316 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.728
2023-04-13 18:02:37,394 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-13 18:02:37,475 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-13 18:02:37,548 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-13 18:02:37,628 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 18:02:37,704 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.731
2023-04-13 18:02:37,778 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-13 18:02:37,860 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.731
2023-04-13 18:02:37,940 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:02:38,016 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 18:02:38,094 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:38,167 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 18:02:38,241 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 18:02:38,314 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-13 18:02:38,392 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:02:38,468 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-13 18:02:38,546 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-13 18:02:38,631 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 18:02:38,704 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:38,780 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:38,856 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:02:38,934 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:39,011 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:39,082 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:39,160 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:39,238 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:39,325 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:39,396 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 18:02:39,472 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.737
2023-04-13 18:02:39,547 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.737
2023-04-13 18:02:39,625 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:39,697 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 18:02:39,772 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 18:02:39,846 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-13 18:02:39,922 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 18:02:39,994 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 18:02:40,062 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 18:02:40,132 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 18:02:40,205 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 18:02:40,278 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 18:02:40,351 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 18:02:40,427 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 18:02:40,505 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 18:02:40,592 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 18:02:40,669 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 18:02:40,746 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 18:02:40,827 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-13 18:02:40,899 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-13 18:02:40,974 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-13 18:02:41,051 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-13 18:02:41,131 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-13 18:02:41,206 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-13 18:02:41,283 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 18:02:41,357 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 18:02:41,430 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 18:02:41,505 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 18:02:41,582 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 18:02:41,663 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 18:02:41,737 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-13 18:02:41,814 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 18:02:41,891 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-13 18:02:41,967 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 18:02:42,040 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-13 18:02:42,112 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 18:02:42,185 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-13 18:02:42,262 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 18:02:42,347 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 18:02:42,425 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 18:02:42,503 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 18:02:42,582 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 18:02:42,656 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-13 18:02:42,730 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-13 18:02:42,803 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 18:02:42,877 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:02:42,957 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:02:43,038 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 18:02:43,114 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:02:43,201 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:02:43,274 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:02:43,341 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 18:02:43,412 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:43,484 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:43,561 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:43,636 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:43,714 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-13 18:02:43,793 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:43,874 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-13 18:02:43,952 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:02:44,026 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:02:44,103 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-13 18:02:44,177 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-13 18:02:44,250 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:44,326 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:02:44,404 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:02:44,481 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-13 18:02:44,557 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-13 18:02:44,635 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:44,709 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:02:44,783 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:02:44,860 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:02:44,937 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:02:45,014 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:02:45,089 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:02:45,168 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:02:45,244 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:02:45,319 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:02:45,393 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:02:45,467 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:02:45,539 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:45,617 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-13 18:02:45,694 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:45,769 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:45,856 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-13 18:02:45,937 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-13 18:02:46,012 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-13 18:02:46,084 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:02:46,160 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:02:46,240 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:02:46,315 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:02:46,390 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:02:46,467 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:02:46,540 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:02:46,612 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:02:46,685 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:02:46,755 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:02:46,827 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:02:46,896 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:02:46,968 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:02:47,042 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:02:47,118 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:02:47,195 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:02:47,277 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:02:47,356 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:02:47,433 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:02:47,508 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:02:47,583 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:02:47,659 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:02:47,731 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:47,806 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:02:47,887 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:47,967 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:48,043 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:48,115 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:48,191 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:48,269 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:48,345 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:02:48,423 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:02:48,499 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:48,576 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:48,652 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:48,730 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:48,804 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:48,877 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:02:48,954 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.950, mIoU: 0.735
2023-04-13 18:02:49,032 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:02:49,109 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-13 18:02:49,189 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-13 18:02:49,269 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-13 18:02:49,347 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-13 18:02:49,428 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-13 18:02:49,502 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-13 18:02:49,574 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:02:49,652 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:02:49,731 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:02:49,805 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:02:49,879 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:02:49,949 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-13 18:02:50,019 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 18:02:50,088 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.950, mIoU: 0.730
2023-04-13 18:02:50,156 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.950, mIoU: 0.730
2023-04-13 18:02:50,225 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.950, mIoU: 0.730
2023-04-13 18:02:50,292 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.950, mIoU: 0.730
2023-04-13 18:02:50,358 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-13 18:02:50,424 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-13 18:02:50,489 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-13 18:02:50,553 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-13 18:02:50,617 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-13 18:02:50,680 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 18:02:50,741 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-13 18:02:50,804 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-13 18:02:50,869 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 18:02:50,938 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-13 18:02:51,006 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 18:02:51,076 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-13 18:02:51,151 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-13 18:02:51,226 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 18:02:51,300 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 18:02:51,372 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-13 18:02:51,444 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-13 18:02:51,512 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-13 18:02:51,582 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-13 18:02:51,651 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-13 18:02:51,718 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 18:02:51,785 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-13 18:02:51,849 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 18:02:51,917 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 18:02:51,983 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 18:02:52,119 semantic_segmentation INFO: Overall validation pixAcc: 95.437, mIoU: 73.338
2023-04-13 18:03:01,366 semantic_segmentation INFO: Iters: 33210/40000 || Lr: 0.004134 || Task Loss: 0.2153 || KD Loss: 0.2471|| Cost Time: 8:48:46 || Estimated Time: 1:48:06
2023-04-13 18:03:10,168 semantic_segmentation INFO: Iters: 33220/40000 || Lr: 0.004129 || Task Loss: 0.2086 || KD Loss: 0.2344|| Cost Time: 8:48:55 || Estimated Time: 1:47:57
2023-04-13 18:03:19,340 semantic_segmentation INFO: Iters: 33230/40000 || Lr: 0.004123 || Task Loss: 0.1892 || KD Loss: 0.2066|| Cost Time: 8:49:04 || Estimated Time: 1:47:47
2023-04-13 18:03:28,441 semantic_segmentation INFO: Iters: 33240/40000 || Lr: 0.004118 || Task Loss: 0.2346 || KD Loss: 0.2293|| Cost Time: 8:49:13 || Estimated Time: 1:47:37
2023-04-13 18:03:37,556 semantic_segmentation INFO: Iters: 33250/40000 || Lr: 0.004113 || Task Loss: 0.2324 || KD Loss: 0.3122|| Cost Time: 8:49:23 || Estimated Time: 1:47:28
2023-04-13 18:03:46,586 semantic_segmentation INFO: Iters: 33260/40000 || Lr: 0.004107 || Task Loss: 0.1560 || KD Loss: 0.2425|| Cost Time: 8:49:32 || Estimated Time: 1:47:18
2023-04-13 18:03:55,714 semantic_segmentation INFO: Iters: 33270/40000 || Lr: 0.004102 || Task Loss: 0.1791 || KD Loss: 0.2801|| Cost Time: 8:49:41 || Estimated Time: 1:47:08
2023-04-13 18:04:04,881 semantic_segmentation INFO: Iters: 33280/40000 || Lr: 0.004097 || Task Loss: 0.2519 || KD Loss: 0.2244|| Cost Time: 8:49:50 || Estimated Time: 1:46:59
2023-04-13 18:04:13,972 semantic_segmentation INFO: Iters: 33290/40000 || Lr: 0.004091 || Task Loss: 0.2554 || KD Loss: 0.2286|| Cost Time: 8:49:59 || Estimated Time: 1:46:49
2023-04-13 18:04:23,035 semantic_segmentation INFO: Iters: 33300/40000 || Lr: 0.004086 || Task Loss: 0.2754 || KD Loss: 0.2425|| Cost Time: 8:50:08 || Estimated Time: 1:46:39
2023-04-13 18:04:31,981 semantic_segmentation INFO: Iters: 33310/40000 || Lr: 0.004081 || Task Loss: 0.2422 || KD Loss: 0.2960|| Cost Time: 8:50:17 || Estimated Time: 1:46:30
2023-04-13 18:04:41,161 semantic_segmentation INFO: Iters: 33320/40000 || Lr: 0.004075 || Task Loss: 0.2012 || KD Loss: 0.2415|| Cost Time: 8:50:26 || Estimated Time: 1:46:20
2023-04-13 18:04:50,276 semantic_segmentation INFO: Iters: 33330/40000 || Lr: 0.004070 || Task Loss: 0.2261 || KD Loss: 0.2392|| Cost Time: 8:50:35 || Estimated Time: 1:46:10
2023-04-13 18:04:59,388 semantic_segmentation INFO: Iters: 33340/40000 || Lr: 0.004064 || Task Loss: 0.2213 || KD Loss: 0.3011|| Cost Time: 8:50:44 || Estimated Time: 1:46:01
2023-04-13 18:05:08,443 semantic_segmentation INFO: Iters: 33350/40000 || Lr: 0.004059 || Task Loss: 0.2002 || KD Loss: 0.2003|| Cost Time: 8:50:53 || Estimated Time: 1:45:51
2023-04-13 18:05:17,517 semantic_segmentation INFO: Iters: 33360/40000 || Lr: 0.004054 || Task Loss: 0.2317 || KD Loss: 0.2537|| Cost Time: 8:51:03 || Estimated Time: 1:45:41
2023-04-13 18:05:26,610 semantic_segmentation INFO: Iters: 33370/40000 || Lr: 0.004048 || Task Loss: 0.2477 || KD Loss: 0.2582|| Cost Time: 8:51:12 || Estimated Time: 1:45:32
2023-04-13 18:05:35,632 semantic_segmentation INFO: Iters: 33380/40000 || Lr: 0.004043 || Task Loss: 0.1701 || KD Loss: 0.2275|| Cost Time: 8:51:21 || Estimated Time: 1:45:22
2023-04-13 18:05:44,695 semantic_segmentation INFO: Iters: 33390/40000 || Lr: 0.004038 || Task Loss: 0.2005 || KD Loss: 0.2934|| Cost Time: 8:51:30 || Estimated Time: 1:45:13
2023-04-13 18:05:53,774 semantic_segmentation INFO: Iters: 33400/40000 || Lr: 0.004032 || Task Loss: 0.2039 || KD Loss: 0.2445|| Cost Time: 8:51:39 || Estimated Time: 1:45:03
2023-04-13 18:06:02,687 semantic_segmentation INFO: Iters: 33410/40000 || Lr: 0.004027 || Task Loss: 0.2808 || KD Loss: 0.2407|| Cost Time: 8:51:48 || Estimated Time: 1:44:53
2023-04-13 18:06:11,839 semantic_segmentation INFO: Iters: 33420/40000 || Lr: 0.004022 || Task Loss: 0.1550 || KD Loss: 0.2430|| Cost Time: 8:51:57 || Estimated Time: 1:44:44
2023-04-13 18:06:20,916 semantic_segmentation INFO: Iters: 33430/40000 || Lr: 0.004016 || Task Loss: 0.1753 || KD Loss: 0.2739|| Cost Time: 8:52:06 || Estimated Time: 1:44:34
2023-04-13 18:06:30,010 semantic_segmentation INFO: Iters: 33440/40000 || Lr: 0.004011 || Task Loss: 0.2536 || KD Loss: 0.2320|| Cost Time: 8:52:15 || Estimated Time: 1:44:24
2023-04-13 18:06:39,135 semantic_segmentation INFO: Iters: 33450/40000 || Lr: 0.004005 || Task Loss: 0.2780 || KD Loss: 0.2479|| Cost Time: 8:52:24 || Estimated Time: 1:44:15
2023-04-13 18:06:48,203 semantic_segmentation INFO: Iters: 33460/40000 || Lr: 0.004000 || Task Loss: 0.1960 || KD Loss: 0.2722|| Cost Time: 8:52:33 || Estimated Time: 1:44:05
2023-04-13 18:06:57,241 semantic_segmentation INFO: Iters: 33470/40000 || Lr: 0.003995 || Task Loss: 0.2333 || KD Loss: 0.3207|| Cost Time: 8:52:42 || Estimated Time: 1:43:55
2023-04-13 18:07:06,358 semantic_segmentation INFO: Iters: 33480/40000 || Lr: 0.003989 || Task Loss: 0.2623 || KD Loss: 0.2612|| Cost Time: 8:52:51 || Estimated Time: 1:43:46
2023-04-13 18:07:15,188 semantic_segmentation INFO: Iters: 33490/40000 || Lr: 0.003984 || Task Loss: 0.1656 || KD Loss: 0.2368|| Cost Time: 8:53:00 || Estimated Time: 1:43:36
2023-04-13 18:07:24,391 semantic_segmentation INFO: Iters: 33500/40000 || Lr: 0.003979 || Task Loss: 0.2808 || KD Loss: 0.2374|| Cost Time: 8:53:09 || Estimated Time: 1:43:26
2023-04-13 18:07:33,471 semantic_segmentation INFO: Iters: 33510/40000 || Lr: 0.003973 || Task Loss: 0.2469 || KD Loss: 0.2826|| Cost Time: 8:53:19 || Estimated Time: 1:43:17
2023-04-13 18:07:42,498 semantic_segmentation INFO: Iters: 33520/40000 || Lr: 0.003968 || Task Loss: 0.2108 || KD Loss: 0.2469|| Cost Time: 8:53:28 || Estimated Time: 1:43:07
2023-04-13 18:07:51,516 semantic_segmentation INFO: Iters: 33530/40000 || Lr: 0.003963 || Task Loss: 0.1662 || KD Loss: 0.2243|| Cost Time: 8:53:37 || Estimated Time: 1:42:58
2023-04-13 18:08:00,650 semantic_segmentation INFO: Iters: 33540/40000 || Lr: 0.003957 || Task Loss: 0.1688 || KD Loss: 0.2747|| Cost Time: 8:53:46 || Estimated Time: 1:42:48
2023-04-13 18:08:09,660 semantic_segmentation INFO: Iters: 33550/40000 || Lr: 0.003952 || Task Loss: 0.2080 || KD Loss: 0.2663|| Cost Time: 8:53:55 || Estimated Time: 1:42:38
2023-04-13 18:08:18,774 semantic_segmentation INFO: Iters: 33560/40000 || Lr: 0.003946 || Task Loss: 0.1664 || KD Loss: 0.2057|| Cost Time: 8:54:04 || Estimated Time: 1:42:29
2023-04-13 18:08:27,903 semantic_segmentation INFO: Iters: 33570/40000 || Lr: 0.003941 || Task Loss: 0.1596 || KD Loss: 0.1810|| Cost Time: 8:54:13 || Estimated Time: 1:42:19
2023-04-13 18:08:37,028 semantic_segmentation INFO: Iters: 33580/40000 || Lr: 0.003936 || Task Loss: 0.2388 || KD Loss: 0.2697|| Cost Time: 8:54:22 || Estimated Time: 1:42:09
2023-04-13 18:08:46,114 semantic_segmentation INFO: Iters: 33590/40000 || Lr: 0.003930 || Task Loss: 0.1672 || KD Loss: 0.2166|| Cost Time: 8:54:31 || Estimated Time: 1:42:00
2023-04-13 18:08:55,116 semantic_segmentation INFO: Iters: 33600/40000 || Lr: 0.003925 || Task Loss: 0.2255 || KD Loss: 0.1911|| Cost Time: 8:54:40 || Estimated Time: 1:41:50
2023-04-13 18:08:55,423 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 18:08:57,604 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.409
2023-04-13 18:08:57,809 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.511
2023-04-13 18:08:57,983 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.516
2023-04-13 18:08:58,119 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.543
2023-04-13 18:08:58,230 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.572
2023-04-13 18:08:58,346 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.574
2023-04-13 18:08:58,452 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.546
2023-04-13 18:08:58,552 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.579
2023-04-13 18:08:58,650 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.625
2023-04-13 18:08:58,745 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.680
2023-04-13 18:08:58,822 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.686
2023-04-13 18:08:58,896 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.717
2023-04-13 18:08:58,973 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.724
2023-04-13 18:08:59,051 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.718
2023-04-13 18:08:59,129 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.714
2023-04-13 18:08:59,207 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.705
2023-04-13 18:08:59,284 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.707
2023-04-13 18:08:59,362 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.711
2023-04-13 18:08:59,439 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.724
2023-04-13 18:08:59,511 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.732
2023-04-13 18:08:59,580 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.731
2023-04-13 18:08:59,651 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.717
2023-04-13 18:08:59,722 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.714
2023-04-13 18:08:59,800 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.721
2023-04-13 18:08:59,883 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.739
2023-04-13 18:08:59,958 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.742
2023-04-13 18:09:00,039 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.731
2023-04-13 18:09:00,121 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.729
2023-04-13 18:09:00,195 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-13 18:09:00,269 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 18:09:00,343 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-13 18:09:00,421 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 18:09:00,505 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-13 18:09:00,579 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-13 18:09:00,656 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 18:09:00,734 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 18:09:00,809 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.743
2023-04-13 18:09:00,880 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.743
2023-04-13 18:09:00,956 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-13 18:09:01,033 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:09:01,111 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-13 18:09:01,192 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 18:09:01,269 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 18:09:01,346 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-13 18:09:01,424 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-13 18:09:01,498 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-13 18:09:01,575 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.739
2023-04-13 18:09:01,657 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.738
2023-04-13 18:09:01,741 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.740
2023-04-13 18:09:01,823 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.742
2023-04-13 18:09:01,903 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-13 18:09:01,980 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-13 18:09:02,054 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-13 18:09:02,130 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-13 18:09:02,206 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 18:09:02,285 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 18:09:02,362 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 18:09:02,439 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:09:02,515 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 18:09:02,589 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-13 18:09:02,669 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:09:02,748 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 18:09:02,824 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:09:02,898 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 18:09:02,975 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 18:09:03,049 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 18:09:03,123 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 18:09:03,196 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 18:09:03,272 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 18:09:03,343 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 18:09:03,419 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 18:09:03,501 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:09:03,580 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:09:03,655 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:09:03,729 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:09:03,804 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:09:03,873 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:09:03,944 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:09:04,014 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:09:04,090 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:09:04,165 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 18:09:04,240 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 18:09:04,322 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:09:04,398 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:09:04,474 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:09:04,546 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:09:04,621 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:09:04,694 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:09:04,766 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:09:04,840 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 18:09:04,916 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:09:04,993 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.947, mIoU: 0.753
2023-04-13 18:09:05,068 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 18:09:05,145 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 18:09:05,227 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 18:09:05,307 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:09:05,382 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:05,458 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:09:05,531 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:09:05,605 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:09:05,680 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.946, mIoU: 0.750
2023-04-13 18:09:05,761 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.748
2023-04-13 18:09:05,839 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.946, mIoU: 0.747
2023-04-13 18:09:05,915 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.746
2023-04-13 18:09:05,989 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.746
2023-04-13 18:09:06,063 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.746
2023-04-13 18:09:06,139 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-13 18:09:06,218 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 18:09:06,296 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 18:09:06,371 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 18:09:06,449 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 18:09:06,525 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.747
2023-04-13 18:09:06,602 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 18:09:06,674 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-13 18:09:06,746 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-13 18:09:06,818 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.745
2023-04-13 18:09:06,897 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 18:09:06,980 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 18:09:07,061 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 18:09:07,137 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 18:09:07,213 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 18:09:07,287 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 18:09:07,359 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 18:09:07,433 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:09:07,506 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:09:07,582 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.753
2023-04-13 18:09:07,660 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 18:09:07,743 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 18:09:07,820 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 18:09:07,896 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 18:09:07,970 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 18:09:08,045 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 18:09:08,118 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:08,193 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 18:09:08,269 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:08,350 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:08,430 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:08,507 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 18:09:08,580 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:08,654 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:08,727 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:08,804 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:08,878 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:08,958 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:09,032 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:09,108 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:09,190 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:09,265 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:09,338 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:09,412 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:09,487 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:09,568 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:09,646 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:09,721 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:09,799 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:09,876 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:09,954 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:10,024 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:10,097 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:10,170 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:09:10,248 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:09:10,326 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 18:09:10,403 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:09:10,479 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:09:10,554 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:09:10,633 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:09:10,706 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:09:10,780 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:09:10,856 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 18:09:10,930 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 18:09:11,007 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:11,092 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:11,170 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:11,245 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:11,317 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:09:11,388 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:09:11,457 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:09:11,531 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:09:11,606 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:09:11,685 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:09:11,762 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:09:11,838 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:09:11,916 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:09:11,994 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:09:12,066 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:09:12,137 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:09:12,208 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:09:12,281 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:09:12,353 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:09:12,429 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:09:12,509 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:09:12,592 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:09:12,667 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:12,741 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:12,817 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:12,891 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:12,968 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:13,045 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:09:13,123 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:09:13,200 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:09:13,282 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:09:13,356 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:09:13,434 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:09:13,510 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:09:13,581 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:09:13,659 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:09:13,741 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:09:13,821 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:09:13,900 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:09:13,976 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:09:14,055 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:09:14,129 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.950, mIoU: 0.750
2023-04-13 18:09:14,200 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.950, mIoU: 0.750
2023-04-13 18:09:14,273 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-13 18:09:14,350 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-13 18:09:14,427 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-13 18:09:14,503 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-13 18:09:14,579 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-13 18:09:14,651 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-13 18:09:14,719 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-13 18:09:14,787 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-13 18:09:14,852 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-13 18:09:14,918 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-13 18:09:14,983 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-13 18:09:15,048 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-13 18:09:15,113 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-13 18:09:15,177 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.951, mIoU: 0.750
2023-04-13 18:09:15,242 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-13 18:09:15,305 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:09:15,368 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:09:15,431 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:09:15,496 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:09:15,569 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:09:15,642 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:09:15,715 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:09:15,789 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:09:15,862 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:09:15,935 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:09:16,007 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:09:16,079 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:09:16,147 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:09:16,215 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:09:16,281 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:09:16,348 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:09:16,415 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:09:16,482 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-13 18:09:16,547 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:09:16,610 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:09:16,676 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:09:16,742 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:09:17,266 semantic_segmentation INFO: Overall validation pixAcc: 95.503, mIoU: 75.702
2023-04-13 18:09:26,669 semantic_segmentation INFO: Iters: 33610/40000 || Lr: 0.003920 || Task Loss: 0.1548 || KD Loss: 0.1865|| Cost Time: 8:55:12 || Estimated Time: 1:41:45
2023-04-13 18:09:35,695 semantic_segmentation INFO: Iters: 33620/40000 || Lr: 0.003914 || Task Loss: 0.1650 || KD Loss: 0.2372|| Cost Time: 8:55:21 || Estimated Time: 1:41:35
2023-04-13 18:09:44,786 semantic_segmentation INFO: Iters: 33630/40000 || Lr: 0.003909 || Task Loss: 0.3196 || KD Loss: 0.3469|| Cost Time: 8:55:30 || Estimated Time: 1:41:25
2023-04-13 18:09:53,906 semantic_segmentation INFO: Iters: 33640/40000 || Lr: 0.003903 || Task Loss: 0.2137 || KD Loss: 0.2396|| Cost Time: 8:55:39 || Estimated Time: 1:41:16
2023-04-13 18:10:02,928 semantic_segmentation INFO: Iters: 33650/40000 || Lr: 0.003898 || Task Loss: 0.2245 || KD Loss: 0.2652|| Cost Time: 8:55:48 || Estimated Time: 1:41:06
2023-04-13 18:10:12,026 semantic_segmentation INFO: Iters: 33660/40000 || Lr: 0.003893 || Task Loss: 0.2077 || KD Loss: 0.2063|| Cost Time: 8:55:57 || Estimated Time: 1:40:56
2023-04-13 18:10:21,051 semantic_segmentation INFO: Iters: 33670/40000 || Lr: 0.003887 || Task Loss: 0.2527 || KD Loss: 0.2544|| Cost Time: 8:56:06 || Estimated Time: 1:40:47
2023-04-13 18:10:30,144 semantic_segmentation INFO: Iters: 33680/40000 || Lr: 0.003882 || Task Loss: 0.2035 || KD Loss: 0.2039|| Cost Time: 8:56:15 || Estimated Time: 1:40:37
2023-04-13 18:10:39,228 semantic_segmentation INFO: Iters: 33690/40000 || Lr: 0.003876 || Task Loss: 0.2154 || KD Loss: 0.3268|| Cost Time: 8:56:24 || Estimated Time: 1:40:28
2023-04-13 18:10:48,175 semantic_segmentation INFO: Iters: 33700/40000 || Lr: 0.003871 || Task Loss: 0.2076 || KD Loss: 0.2165|| Cost Time: 8:56:33 || Estimated Time: 1:40:18
2023-04-13 18:10:57,298 semantic_segmentation INFO: Iters: 33710/40000 || Lr: 0.003866 || Task Loss: 0.2014 || KD Loss: 0.1997|| Cost Time: 8:56:42 || Estimated Time: 1:40:08
2023-04-13 18:11:06,337 semantic_segmentation INFO: Iters: 33720/40000 || Lr: 0.003860 || Task Loss: 0.2047 || KD Loss: 0.2673|| Cost Time: 8:56:51 || Estimated Time: 1:39:59
2023-04-13 18:11:15,502 semantic_segmentation INFO: Iters: 33730/40000 || Lr: 0.003855 || Task Loss: 0.3255 || KD Loss: 0.2872|| Cost Time: 8:57:01 || Estimated Time: 1:39:49
2023-04-13 18:11:24,629 semantic_segmentation INFO: Iters: 33740/40000 || Lr: 0.003850 || Task Loss: 0.2426 || KD Loss: 0.2868|| Cost Time: 8:57:10 || Estimated Time: 1:39:39
2023-04-13 18:11:33,662 semantic_segmentation INFO: Iters: 33750/40000 || Lr: 0.003844 || Task Loss: 0.2518 || KD Loss: 0.2737|| Cost Time: 8:57:19 || Estimated Time: 1:39:30
2023-04-13 18:11:42,816 semantic_segmentation INFO: Iters: 33760/40000 || Lr: 0.003839 || Task Loss: 0.2480 || KD Loss: 0.3081|| Cost Time: 8:57:28 || Estimated Time: 1:39:20
2023-04-13 18:11:51,863 semantic_segmentation INFO: Iters: 33770/40000 || Lr: 0.003833 || Task Loss: 0.3106 || KD Loss: 0.2687|| Cost Time: 8:57:37 || Estimated Time: 1:39:10
2023-04-13 18:12:00,910 semantic_segmentation INFO: Iters: 33780/40000 || Lr: 0.003828 || Task Loss: 0.2145 || KD Loss: 0.2439|| Cost Time: 8:57:46 || Estimated Time: 1:39:01
2023-04-13 18:12:10,013 semantic_segmentation INFO: Iters: 33790/40000 || Lr: 0.003823 || Task Loss: 0.1855 || KD Loss: 0.2300|| Cost Time: 8:57:55 || Estimated Time: 1:38:51
2023-04-13 18:12:19,121 semantic_segmentation INFO: Iters: 33800/40000 || Lr: 0.003817 || Task Loss: 0.2871 || KD Loss: 0.2327|| Cost Time: 8:58:04 || Estimated Time: 1:38:41
2023-04-13 18:12:28,219 semantic_segmentation INFO: Iters: 33810/40000 || Lr: 0.003812 || Task Loss: 0.1693 || KD Loss: 0.2528|| Cost Time: 8:58:13 || Estimated Time: 1:38:32
2023-04-13 18:12:37,332 semantic_segmentation INFO: Iters: 33820/40000 || Lr: 0.003806 || Task Loss: 0.1855 || KD Loss: 0.2573|| Cost Time: 8:58:22 || Estimated Time: 1:38:22
2023-04-13 18:12:46,462 semantic_segmentation INFO: Iters: 33830/40000 || Lr: 0.003801 || Task Loss: 0.3706 || KD Loss: 0.3241|| Cost Time: 8:58:32 || Estimated Time: 1:38:13
2023-04-13 18:12:55,571 semantic_segmentation INFO: Iters: 33840/40000 || Lr: 0.003796 || Task Loss: 0.2588 || KD Loss: 0.1912|| Cost Time: 8:58:41 || Estimated Time: 1:38:03
2023-04-13 18:13:04,680 semantic_segmentation INFO: Iters: 33850/40000 || Lr: 0.003790 || Task Loss: 0.1686 || KD Loss: 0.2500|| Cost Time: 8:58:50 || Estimated Time: 1:37:53
2023-04-13 18:13:13,659 semantic_segmentation INFO: Iters: 33860/40000 || Lr: 0.003785 || Task Loss: 0.2226 || KD Loss: 0.2483|| Cost Time: 8:58:59 || Estimated Time: 1:37:44
2023-04-13 18:13:22,811 semantic_segmentation INFO: Iters: 33870/40000 || Lr: 0.003779 || Task Loss: 0.1686 || KD Loss: 0.2081|| Cost Time: 8:59:08 || Estimated Time: 1:37:34
2023-04-13 18:13:31,929 semantic_segmentation INFO: Iters: 33880/40000 || Lr: 0.003774 || Task Loss: 0.1801 || KD Loss: 0.2947|| Cost Time: 8:59:17 || Estimated Time: 1:37:24
2023-04-13 18:13:41,040 semantic_segmentation INFO: Iters: 33890/40000 || Lr: 0.003769 || Task Loss: 0.2427 || KD Loss: 0.2434|| Cost Time: 8:59:26 || Estimated Time: 1:37:15
2023-04-13 18:13:50,169 semantic_segmentation INFO: Iters: 33900/40000 || Lr: 0.003763 || Task Loss: 0.2899 || KD Loss: 0.2651|| Cost Time: 8:59:35 || Estimated Time: 1:37:05
2023-04-13 18:13:59,292 semantic_segmentation INFO: Iters: 33910/40000 || Lr: 0.003758 || Task Loss: 0.2320 || KD Loss: 0.2365|| Cost Time: 8:59:44 || Estimated Time: 1:36:56
2023-04-13 18:14:08,429 semantic_segmentation INFO: Iters: 33920/40000 || Lr: 0.003752 || Task Loss: 0.1772 || KD Loss: 0.2255|| Cost Time: 8:59:53 || Estimated Time: 1:36:46
2023-04-13 18:14:17,535 semantic_segmentation INFO: Iters: 33930/40000 || Lr: 0.003747 || Task Loss: 0.2163 || KD Loss: 0.2376|| Cost Time: 9:00:03 || Estimated Time: 1:36:36
2023-04-13 18:14:26,689 semantic_segmentation INFO: Iters: 33940/40000 || Lr: 0.003742 || Task Loss: 0.5310 || KD Loss: 0.2508|| Cost Time: 9:00:12 || Estimated Time: 1:36:27
2023-04-13 18:14:35,796 semantic_segmentation INFO: Iters: 33950/40000 || Lr: 0.003736 || Task Loss: 0.1759 || KD Loss: 0.2927|| Cost Time: 9:00:21 || Estimated Time: 1:36:17
2023-04-13 18:14:44,899 semantic_segmentation INFO: Iters: 33960/40000 || Lr: 0.003731 || Task Loss: 0.1958 || KD Loss: 0.2167|| Cost Time: 9:00:30 || Estimated Time: 1:36:07
2023-04-13 18:14:54,000 semantic_segmentation INFO: Iters: 33970/40000 || Lr: 0.003725 || Task Loss: 0.2245 || KD Loss: 0.2598|| Cost Time: 9:00:39 || Estimated Time: 1:35:58
2023-04-13 18:15:02,964 semantic_segmentation INFO: Iters: 33980/40000 || Lr: 0.003720 || Task Loss: 0.1547 || KD Loss: 0.2083|| Cost Time: 9:00:48 || Estimated Time: 1:35:48
2023-04-13 18:15:12,060 semantic_segmentation INFO: Iters: 33990/40000 || Lr: 0.003715 || Task Loss: 0.2379 || KD Loss: 0.2171|| Cost Time: 9:00:57 || Estimated Time: 1:35:38
2023-04-13 18:15:21,174 semantic_segmentation INFO: Iters: 34000/40000 || Lr: 0.003709 || Task Loss: 0.2125 || KD Loss: 0.2543|| Cost Time: 9:01:06 || Estimated Time: 1:35:29
2023-04-13 18:15:21,458 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 18:15:23,735 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.419
2023-04-13 18:15:23,960 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.513
2023-04-13 18:15:24,374 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.525
2023-04-13 18:15:24,453 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.550
2023-04-13 18:15:24,530 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.545
2023-04-13 18:15:24,604 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.542
2023-04-13 18:15:24,675 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.554
2023-04-13 18:15:24,747 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.591
2023-04-13 18:15:24,821 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.636
2023-04-13 18:15:24,899 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.693
2023-04-13 18:15:24,973 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.701
2023-04-13 18:15:25,053 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.722
2023-04-13 18:15:25,126 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.734
2023-04-13 18:15:25,201 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.724
2023-04-13 18:15:25,281 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.721
2023-04-13 18:15:25,351 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.709
2023-04-13 18:15:25,424 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.709
2023-04-13 18:15:25,496 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.710
2023-04-13 18:15:25,572 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.717
2023-04-13 18:15:25,653 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.725
2023-04-13 18:15:25,733 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.726
2023-04-13 18:15:25,808 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.739
2023-04-13 18:15:25,882 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.736
2023-04-13 18:15:25,956 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-13 18:15:26,032 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-13 18:15:26,101 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 18:15:26,171 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 18:15:26,243 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:15:26,314 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:15:26,395 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 18:15:26,472 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 18:15:26,550 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-13 18:15:26,627 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 18:15:26,700 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-13 18:15:26,772 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:15:26,848 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 18:15:26,923 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-13 18:15:26,996 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:15:27,069 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.744
2023-04-13 18:15:27,148 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:15:27,226 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:15:27,307 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:15:27,385 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:15:27,464 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:15:27,537 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-13 18:15:27,613 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-13 18:15:27,690 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-13 18:15:27,763 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.743
2023-04-13 18:15:27,842 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.742
2023-04-13 18:15:27,928 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.744
2023-04-13 18:15:28,006 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-13 18:15:28,083 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:15:28,160 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:15:28,236 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-13 18:15:28,315 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 18:15:28,391 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-13 18:15:28,467 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-13 18:15:28,548 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:15:28,629 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 18:15:28,702 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:15:28,776 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-13 18:15:28,852 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 18:15:28,929 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 18:15:29,010 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-13 18:15:29,088 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 18:15:29,161 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 18:15:29,234 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 18:15:29,315 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 18:15:29,392 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-13 18:15:29,468 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-13 18:15:29,543 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 18:15:29,620 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-13 18:15:29,701 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 18:15:29,777 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 18:15:29,847 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 18:15:29,919 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 18:15:29,986 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 18:15:30,057 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 18:15:30,138 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 18:15:30,219 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 18:15:30,296 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-13 18:15:30,374 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 18:15:30,449 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-13 18:15:30,522 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-13 18:15:30,596 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:15:30,671 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:15:30,744 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:15:30,816 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:15:30,890 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:15:30,965 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 18:15:31,043 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:15:31,118 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-13 18:15:31,194 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-13 18:15:31,271 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 18:15:31,349 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 18:15:31,418 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-13 18:15:31,494 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 18:15:31,568 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-13 18:15:31,642 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 18:15:31,722 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-13 18:15:31,799 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-13 18:15:31,876 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 18:15:31,951 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-13 18:15:32,024 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 18:15:32,098 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 18:15:32,169 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-13 18:15:32,240 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-13 18:15:32,313 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 18:15:32,389 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-13 18:15:32,461 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-13 18:15:32,541 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-13 18:15:32,622 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.717
2023-04-13 18:15:32,704 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-13 18:15:32,776 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-13 18:15:32,853 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-13 18:15:32,931 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-13 18:15:33,004 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-13 18:15:33,075 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-13 18:15:33,149 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-13 18:15:33,226 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 18:15:33,302 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 18:15:33,379 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 18:15:33,452 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-13 18:15:33,531 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-13 18:15:33,607 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-13 18:15:33,679 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-13 18:15:33,752 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-13 18:15:33,830 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-13 18:15:33,903 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-13 18:15:33,984 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-13 18:15:34,064 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-13 18:15:34,146 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 18:15:34,223 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 18:15:34,297 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 18:15:34,371 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-13 18:15:34,445 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-13 18:15:34,518 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-13 18:15:34,593 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-13 18:15:34,667 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-13 18:15:34,743 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 18:15:34,819 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:15:34,892 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:15:34,971 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 18:15:35,043 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 18:15:35,119 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 18:15:35,195 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-13 18:15:35,266 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-13 18:15:35,337 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-13 18:15:35,413 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 18:15:35,490 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-13 18:15:35,570 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 18:15:35,646 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 18:15:35,721 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-13 18:15:35,795 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-13 18:15:35,873 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 18:15:35,954 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 18:15:36,029 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 18:15:36,108 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-13 18:15:36,182 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 18:15:36,260 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-13 18:15:36,333 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-13 18:15:36,409 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 18:15:36,482 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 18:15:36,555 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 18:15:36,648 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 18:15:36,727 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-13 18:15:36,803 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-13 18:15:36,881 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-13 18:15:36,959 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 18:15:37,033 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 18:15:37,110 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 18:15:37,184 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 18:15:37,260 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 18:15:37,336 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-13 18:15:37,410 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 18:15:37,485 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 18:15:37,559 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 18:15:37,629 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 18:15:37,705 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 18:15:37,780 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 18:15:37,856 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 18:15:37,932 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-13 18:15:38,009 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 18:15:38,082 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-13 18:15:38,158 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:38,239 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:38,310 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:38,382 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-13 18:15:38,455 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:38,532 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:38,607 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:38,683 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:38,765 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 18:15:38,839 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 18:15:38,913 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 18:15:38,989 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 18:15:39,065 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 18:15:39,139 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:39,213 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:39,289 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-13 18:15:39,370 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 18:15:39,450 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 18:15:39,529 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-13 18:15:39,604 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 18:15:39,680 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-13 18:15:39,751 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-13 18:15:39,824 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-13 18:15:39,897 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-13 18:15:39,974 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-13 18:15:40,050 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-13 18:15:40,126 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-13 18:15:40,201 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-13 18:15:40,275 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-13 18:15:40,349 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:15:40,425 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:15:40,499 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:15:40,573 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:15:40,645 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:15:40,717 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:15:40,793 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:15:40,867 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:15:40,938 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-13 18:15:41,010 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-13 18:15:41,081 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-13 18:15:41,153 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.949, mIoU: 0.729
2023-04-13 18:15:41,225 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.949, mIoU: 0.729
2023-04-13 18:15:41,297 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.949, mIoU: 0.730
2023-04-13 18:15:41,368 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.949, mIoU: 0.729
2023-04-13 18:15:41,438 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 18:15:41,506 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 18:15:41,572 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-13 18:15:41,636 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-13 18:15:41,702 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-13 18:15:41,767 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-13 18:15:41,833 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-13 18:15:41,899 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 18:15:41,967 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 18:15:42,040 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 18:15:42,112 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-13 18:15:42,183 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 18:15:42,254 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 18:15:42,324 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 18:15:42,390 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-13 18:15:42,458 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-13 18:15:42,527 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-13 18:15:42,593 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-13 18:15:42,659 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-13 18:15:42,722 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-13 18:15:42,789 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-13 18:15:42,855 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-13 18:15:43,250 semantic_segmentation INFO: Overall validation pixAcc: 95.295, mIoU: 73.106
2023-04-13 18:15:52,276 semantic_segmentation INFO: Iters: 34010/40000 || Lr: 0.003704 || Task Loss: 0.3023 || KD Loss: 0.2350|| Cost Time: 9:01:37 || Estimated Time: 1:35:23
2023-04-13 18:16:01,223 semantic_segmentation INFO: Iters: 34020/40000 || Lr: 0.003698 || Task Loss: 0.1631 || KD Loss: 0.2419|| Cost Time: 9:01:46 || Estimated Time: 1:35:13
2023-04-13 18:16:10,108 semantic_segmentation INFO: Iters: 34030/40000 || Lr: 0.003693 || Task Loss: 0.2301 || KD Loss: 0.3165|| Cost Time: 9:01:55 || Estimated Time: 1:35:04
2023-04-13 18:16:19,129 semantic_segmentation INFO: Iters: 34040/40000 || Lr: 0.003687 || Task Loss: 0.1799 || KD Loss: 0.2415|| Cost Time: 9:02:04 || Estimated Time: 1:34:54
2023-04-13 18:16:28,118 semantic_segmentation INFO: Iters: 34050/40000 || Lr: 0.003682 || Task Loss: 0.2000 || KD Loss: 0.2036|| Cost Time: 9:02:13 || Estimated Time: 1:34:44
2023-04-13 18:16:37,122 semantic_segmentation INFO: Iters: 34060/40000 || Lr: 0.003677 || Task Loss: 0.1951 || KD Loss: 0.2188|| Cost Time: 9:02:22 || Estimated Time: 1:34:35
2023-04-13 18:16:46,134 semantic_segmentation INFO: Iters: 34070/40000 || Lr: 0.003671 || Task Loss: 0.2226 || KD Loss: 0.2225|| Cost Time: 9:02:31 || Estimated Time: 1:34:25
2023-04-13 18:16:54,983 semantic_segmentation INFO: Iters: 34080/40000 || Lr: 0.003666 || Task Loss: 0.1908 || KD Loss: 0.2309|| Cost Time: 9:02:40 || Estimated Time: 1:34:16
2023-04-13 18:17:04,049 semantic_segmentation INFO: Iters: 34090/40000 || Lr: 0.003660 || Task Loss: 0.2668 || KD Loss: 0.2364|| Cost Time: 9:02:49 || Estimated Time: 1:34:06
2023-04-13 18:17:13,091 semantic_segmentation INFO: Iters: 34100/40000 || Lr: 0.003655 || Task Loss: 0.2640 || KD Loss: 0.2603|| Cost Time: 9:02:58 || Estimated Time: 1:33:56
2023-04-13 18:17:21,997 semantic_segmentation INFO: Iters: 34110/40000 || Lr: 0.003650 || Task Loss: 0.2276 || KD Loss: 0.1979|| Cost Time: 9:03:07 || Estimated Time: 1:33:47
2023-04-13 18:17:31,026 semantic_segmentation INFO: Iters: 34120/40000 || Lr: 0.003644 || Task Loss: 0.2692 || KD Loss: 0.2824|| Cost Time: 9:03:16 || Estimated Time: 1:33:37
2023-04-13 18:17:40,118 semantic_segmentation INFO: Iters: 34130/40000 || Lr: 0.003639 || Task Loss: 0.2866 || KD Loss: 0.2404|| Cost Time: 9:03:25 || Estimated Time: 1:33:27
2023-04-13 18:17:49,154 semantic_segmentation INFO: Iters: 34140/40000 || Lr: 0.003633 || Task Loss: 0.1928 || KD Loss: 0.2401|| Cost Time: 9:03:34 || Estimated Time: 1:33:18
2023-04-13 18:17:58,067 semantic_segmentation INFO: Iters: 34150/40000 || Lr: 0.003628 || Task Loss: 0.2003 || KD Loss: 0.2243|| Cost Time: 9:03:43 || Estimated Time: 1:33:08
2023-04-13 18:18:07,174 semantic_segmentation INFO: Iters: 34160/40000 || Lr: 0.003622 || Task Loss: 0.2447 || KD Loss: 0.2486|| Cost Time: 9:03:52 || Estimated Time: 1:32:58
2023-04-13 18:18:16,273 semantic_segmentation INFO: Iters: 34170/40000 || Lr: 0.003617 || Task Loss: 0.2257 || KD Loss: 0.3013|| Cost Time: 9:04:01 || Estimated Time: 1:32:49
2023-04-13 18:18:25,339 semantic_segmentation INFO: Iters: 34180/40000 || Lr: 0.003612 || Task Loss: 0.2646 || KD Loss: 0.2179|| Cost Time: 9:04:10 || Estimated Time: 1:32:39
2023-04-13 18:18:34,362 semantic_segmentation INFO: Iters: 34190/40000 || Lr: 0.003606 || Task Loss: 0.2589 || KD Loss: 0.2726|| Cost Time: 9:04:19 || Estimated Time: 1:32:29
2023-04-13 18:18:43,336 semantic_segmentation INFO: Iters: 34200/40000 || Lr: 0.003601 || Task Loss: 0.2674 || KD Loss: 0.2665|| Cost Time: 9:04:28 || Estimated Time: 1:32:20
2023-04-13 18:18:52,340 semantic_segmentation INFO: Iters: 34210/40000 || Lr: 0.003595 || Task Loss: 0.1618 || KD Loss: 0.2517|| Cost Time: 9:04:37 || Estimated Time: 1:32:10
2023-04-13 18:19:01,453 semantic_segmentation INFO: Iters: 34220/40000 || Lr: 0.003590 || Task Loss: 0.1668 || KD Loss: 0.2979|| Cost Time: 9:04:47 || Estimated Time: 1:32:01
2023-04-13 18:19:10,533 semantic_segmentation INFO: Iters: 34230/40000 || Lr: 0.003584 || Task Loss: 0.2143 || KD Loss: 0.1899|| Cost Time: 9:04:56 || Estimated Time: 1:31:51
2023-04-13 18:19:19,577 semantic_segmentation INFO: Iters: 34240/40000 || Lr: 0.003579 || Task Loss: 0.1632 || KD Loss: 0.2426|| Cost Time: 9:05:05 || Estimated Time: 1:31:41
2023-04-13 18:19:28,585 semantic_segmentation INFO: Iters: 34250/40000 || Lr: 0.003574 || Task Loss: 0.2035 || KD Loss: 0.1762|| Cost Time: 9:05:14 || Estimated Time: 1:31:32
2023-04-13 18:19:37,630 semantic_segmentation INFO: Iters: 34260/40000 || Lr: 0.003568 || Task Loss: 0.1722 || KD Loss: 0.2634|| Cost Time: 9:05:23 || Estimated Time: 1:31:22
2023-04-13 18:19:46,611 semantic_segmentation INFO: Iters: 34270/40000 || Lr: 0.003563 || Task Loss: 0.1515 || KD Loss: 0.3026|| Cost Time: 9:05:32 || Estimated Time: 1:31:12
2023-04-13 18:19:55,661 semantic_segmentation INFO: Iters: 34280/40000 || Lr: 0.003557 || Task Loss: 0.2085 || KD Loss: 0.3506|| Cost Time: 9:05:41 || Estimated Time: 1:31:03
2023-04-13 18:20:04,731 semantic_segmentation INFO: Iters: 34290/40000 || Lr: 0.003552 || Task Loss: 0.2721 || KD Loss: 0.2451|| Cost Time: 9:05:50 || Estimated Time: 1:30:53
2023-04-13 18:20:13,810 semantic_segmentation INFO: Iters: 34300/40000 || Lr: 0.003546 || Task Loss: 0.2770 || KD Loss: 0.3057|| Cost Time: 9:05:59 || Estimated Time: 1:30:43
2023-04-13 18:20:22,829 semantic_segmentation INFO: Iters: 34310/40000 || Lr: 0.003541 || Task Loss: 0.2109 || KD Loss: 0.2116|| Cost Time: 9:06:08 || Estimated Time: 1:30:34
2023-04-13 18:20:31,753 semantic_segmentation INFO: Iters: 34320/40000 || Lr: 0.003535 || Task Loss: 0.1984 || KD Loss: 0.2700|| Cost Time: 9:06:17 || Estimated Time: 1:30:24
2023-04-13 18:20:40,844 semantic_segmentation INFO: Iters: 34330/40000 || Lr: 0.003530 || Task Loss: 0.2795 || KD Loss: 0.2044|| Cost Time: 9:06:26 || Estimated Time: 1:30:15
2023-04-13 18:20:49,870 semantic_segmentation INFO: Iters: 34340/40000 || Lr: 0.003525 || Task Loss: 0.2083 || KD Loss: 0.2794|| Cost Time: 9:06:35 || Estimated Time: 1:30:05
2023-04-13 18:20:58,907 semantic_segmentation INFO: Iters: 34350/40000 || Lr: 0.003519 || Task Loss: 0.2476 || KD Loss: 0.2387|| Cost Time: 9:06:44 || Estimated Time: 1:29:55
2023-04-13 18:21:07,904 semantic_segmentation INFO: Iters: 34360/40000 || Lr: 0.003514 || Task Loss: 0.2194 || KD Loss: 0.2741|| Cost Time: 9:06:53 || Estimated Time: 1:29:46
2023-04-13 18:21:16,933 semantic_segmentation INFO: Iters: 34370/40000 || Lr: 0.003508 || Task Loss: 0.2406 || KD Loss: 0.2674|| Cost Time: 9:07:02 || Estimated Time: 1:29:36
2023-04-13 18:21:26,020 semantic_segmentation INFO: Iters: 34380/40000 || Lr: 0.003503 || Task Loss: 0.1926 || KD Loss: 0.2696|| Cost Time: 9:07:11 || Estimated Time: 1:29:26
2023-04-13 18:21:35,099 semantic_segmentation INFO: Iters: 34390/40000 || Lr: 0.003497 || Task Loss: 0.2275 || KD Loss: 0.1890|| Cost Time: 9:07:20 || Estimated Time: 1:29:17
2023-04-13 18:21:44,147 semantic_segmentation INFO: Iters: 34400/40000 || Lr: 0.003492 || Task Loss: 0.2077 || KD Loss: 0.1960|| Cost Time: 9:07:29 || Estimated Time: 1:29:07
2023-04-13 18:21:44,431 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 18:21:47,064 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.415
2023-04-13 18:21:47,184 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.510
2023-04-13 18:21:47,284 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.521
2023-04-13 18:21:47,382 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.548
2023-04-13 18:21:47,457 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.569
2023-04-13 18:21:47,552 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.574
2023-04-13 18:21:47,634 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.551
2023-04-13 18:21:47,707 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.582
2023-04-13 18:21:47,780 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.627
2023-04-13 18:21:47,853 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.685
2023-04-13 18:21:47,927 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.691
2023-04-13 18:21:48,013 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.721
2023-04-13 18:21:48,097 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.726
2023-04-13 18:21:48,171 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.724
2023-04-13 18:21:48,247 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.720
2023-04-13 18:21:48,325 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.709
2023-04-13 18:21:48,395 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.711
2023-04-13 18:21:48,467 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.717
2023-04-13 18:21:48,541 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.727
2023-04-13 18:21:48,618 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.734
2023-04-13 18:21:48,696 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.734
2023-04-13 18:21:48,771 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.731
2023-04-13 18:21:48,845 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.728
2023-04-13 18:21:48,918 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.735
2023-04-13 18:21:48,988 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.751
2023-04-13 18:21:49,060 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.752
2023-04-13 18:21:49,134 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.741
2023-04-13 18:21:49,204 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.740
2023-04-13 18:21:49,273 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.739
2023-04-13 18:21:49,345 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 18:21:49,414 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 18:21:49,490 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:21:49,564 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 18:21:49,646 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 18:21:49,725 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 18:21:49,804 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 18:21:49,881 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-13 18:21:49,959 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-13 18:21:50,035 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 18:21:50,112 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.743
2023-04-13 18:21:50,185 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.741
2023-04-13 18:21:50,259 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.741
2023-04-13 18:21:50,336 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.741
2023-04-13 18:21:50,417 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.742
2023-04-13 18:21:50,491 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.740
2023-04-13 18:21:50,567 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.740
2023-04-13 18:21:50,639 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.741
2023-04-13 18:21:50,711 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.740
2023-04-13 18:21:50,782 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-13 18:21:50,853 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.745
2023-04-13 18:21:50,926 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 18:21:50,998 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-13 18:21:51,076 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-13 18:21:51,155 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-13 18:21:51,235 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 18:21:51,310 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.725
2023-04-13 18:21:51,383 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.726
2023-04-13 18:21:51,455 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.732
2023-04-13 18:21:51,529 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-13 18:21:51,605 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.732
2023-04-13 18:21:51,675 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:21:51,747 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:21:51,821 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:21:51,900 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 18:21:51,983 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 18:21:52,062 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 18:21:52,138 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 18:21:52,215 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-13 18:21:52,291 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 18:21:52,368 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 18:21:52,444 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-13 18:21:52,521 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-13 18:21:52,600 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:21:52,677 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.737
2023-04-13 18:21:52,751 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:21:52,826 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:21:52,896 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:21:52,964 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:21:53,037 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:21:53,117 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-13 18:21:53,198 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-13 18:21:53,277 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 18:21:53,356 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:21:53,433 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:21:53,509 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:21:53,586 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-13 18:21:53,664 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:21:53,744 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:21:53,824 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:21:53,901 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:21:53,977 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:21:54,051 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 18:21:54,121 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 18:21:54,195 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 18:21:54,264 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 18:21:54,333 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 18:21:54,406 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 18:21:54,485 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 18:21:54,563 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:21:54,642 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:21:54,718 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-13 18:21:54,794 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:54,869 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:54,943 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:55,013 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:55,085 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:55,156 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:55,229 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.744
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2023-04-13 18:21:55,620 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:55,693 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:55,768 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 18:21:55,845 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 18:21:55,919 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:55,998 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:56,077 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:56,154 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-13 18:21:56,227 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 18:21:56,300 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 18:21:56,371 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-13 18:21:56,442 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.744
2023-04-13 18:21:56,514 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.744
2023-04-13 18:21:56,584 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-13 18:21:56,654 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 18:21:56,727 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 18:21:56,802 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 18:21:56,872 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-13 18:21:56,947 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 18:21:57,025 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 18:21:57,103 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 18:21:57,180 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 18:21:57,263 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 18:21:57,337 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 18:21:57,413 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 18:21:57,483 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 18:21:57,557 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 18:21:57,640 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 18:21:57,719 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:21:57,794 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 18:21:57,868 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 18:21:57,942 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 18:21:58,013 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 18:21:58,084 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:21:58,160 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:21:58,237 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 18:21:58,315 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 18:21:58,391 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 18:21:58,469 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-13 18:21:58,545 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:21:58,621 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:21:58,698 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:21:58,770 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:21:58,847 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:21:58,921 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:21:58,997 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:21:59,075 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:21:59,154 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:21:59,231 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 18:21:59,306 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 18:21:59,381 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 18:21:59,455 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-13 18:21:59,525 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 18:21:59,600 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 18:21:59,679 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-13 18:21:59,763 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:21:59,839 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 18:21:59,915 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:21:59,990 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 18:22:00,067 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:22:00,143 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:22:00,215 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:22:00,294 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:22:00,371 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 18:22:00,446 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 18:22:00,520 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:22:00,593 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 18:22:00,668 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 18:22:00,739 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 18:22:00,810 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 18:22:00,881 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-13 18:22:00,954 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-13 18:22:01,029 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:22:01,101 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:22:01,171 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:22:01,245 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:22:01,323 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:22:01,403 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:22:01,480 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:22:01,556 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:22:01,631 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:22:01,703 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 18:22:01,775 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:22:01,849 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:22:01,924 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:22:01,997 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:22:02,071 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:22:02,146 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-13 18:22:02,225 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 18:22:02,306 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 18:22:02,379 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 18:22:02,456 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 18:22:02,532 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 18:22:02,602 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 18:22:02,676 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 18:22:02,761 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.950, mIoU: 0.748
2023-04-13 18:22:02,838 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:22:02,914 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-13 18:22:02,987 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,063 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,139 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,211 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,283 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,354 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,423 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,499 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,581 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,658 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:22:03,731 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:22:03,802 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:22:03,874 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:22:03,943 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:22:04,011 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:22:04,080 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:22:04,146 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 18:22:04,213 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:22:04,278 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:22:04,342 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-13 18:22:04,406 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:22:04,468 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:22:04,533 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:22:04,596 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:22:04,660 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-13 18:22:04,725 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-13 18:22:04,790 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-13 18:22:04,857 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-13 18:22:04,924 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-13 18:22:04,994 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-13 18:22:05,063 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-13 18:22:05,133 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:22:05,208 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:22:05,282 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 18:22:05,355 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 18:22:05,427 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 18:22:05,498 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 18:22:05,567 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 18:22:05,639 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 18:22:05,710 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 18:22:06,250 semantic_segmentation INFO: Overall validation pixAcc: 95.543, mIoU: 75.348
2023-04-13 18:22:15,293 semantic_segmentation INFO: Iters: 34410/40000 || Lr: 0.003486 || Task Loss: 0.1629 || KD Loss: 0.2430|| Cost Time: 9:08:00 || Estimated Time: 1:29:01
2023-04-13 18:22:24,159 semantic_segmentation INFO: Iters: 34420/40000 || Lr: 0.003481 || Task Loss: 0.2330 || KD Loss: 0.2411|| Cost Time: 9:08:09 || Estimated Time: 1:28:51
2023-04-13 18:22:32,909 semantic_segmentation INFO: Iters: 34430/40000 || Lr: 0.003476 || Task Loss: 0.2089 || KD Loss: 0.1978|| Cost Time: 9:08:18 || Estimated Time: 1:28:42
2023-04-13 18:22:41,955 semantic_segmentation INFO: Iters: 34440/40000 || Lr: 0.003470 || Task Loss: 0.1878 || KD Loss: 0.1941|| Cost Time: 9:08:27 || Estimated Time: 1:28:32
2023-04-13 18:22:50,973 semantic_segmentation INFO: Iters: 34450/40000 || Lr: 0.003465 || Task Loss: 0.2123 || KD Loss: 0.2218|| Cost Time: 9:08:36 || Estimated Time: 1:28:22
2023-04-13 18:22:59,928 semantic_segmentation INFO: Iters: 34460/40000 || Lr: 0.003459 || Task Loss: 0.1632 || KD Loss: 0.2365|| Cost Time: 9:08:45 || Estimated Time: 1:28:13
2023-04-13 18:23:08,949 semantic_segmentation INFO: Iters: 34470/40000 || Lr: 0.003454 || Task Loss: 0.1722 || KD Loss: 0.2830|| Cost Time: 9:08:54 || Estimated Time: 1:28:03
2023-04-13 18:23:17,948 semantic_segmentation INFO: Iters: 34480/40000 || Lr: 0.003448 || Task Loss: 0.2244 || KD Loss: 0.2617|| Cost Time: 9:09:03 || Estimated Time: 1:27:53
2023-04-13 18:23:26,958 semantic_segmentation INFO: Iters: 34490/40000 || Lr: 0.003443 || Task Loss: 0.1942 || KD Loss: 0.2909|| Cost Time: 9:09:12 || Estimated Time: 1:27:44
2023-04-13 18:23:35,913 semantic_segmentation INFO: Iters: 34500/40000 || Lr: 0.003437 || Task Loss: 0.2815 || KD Loss: 0.2467|| Cost Time: 9:09:21 || Estimated Time: 1:27:34
2023-04-13 18:23:44,893 semantic_segmentation INFO: Iters: 34510/40000 || Lr: 0.003432 || Task Loss: 0.2747 || KD Loss: 0.1770|| Cost Time: 9:09:30 || Estimated Time: 1:27:25
2023-04-13 18:23:53,896 semantic_segmentation INFO: Iters: 34520/40000 || Lr: 0.003426 || Task Loss: 0.2027 || KD Loss: 0.1394|| Cost Time: 9:09:39 || Estimated Time: 1:27:15
2023-04-13 18:24:02,925 semantic_segmentation INFO: Iters: 34530/40000 || Lr: 0.003421 || Task Loss: 0.2363 || KD Loss: 0.1941|| Cost Time: 9:09:48 || Estimated Time: 1:27:05
2023-04-13 18:24:11,979 semantic_segmentation INFO: Iters: 34540/40000 || Lr: 0.003415 || Task Loss: 0.2135 || KD Loss: 0.2706|| Cost Time: 9:09:57 || Estimated Time: 1:26:56
2023-04-13 18:24:20,995 semantic_segmentation INFO: Iters: 34550/40000 || Lr: 0.003410 || Task Loss: 0.2080 || KD Loss: 0.2383|| Cost Time: 9:10:06 || Estimated Time: 1:26:46
2023-04-13 18:24:30,042 semantic_segmentation INFO: Iters: 34560/40000 || Lr: 0.003405 || Task Loss: 0.1706 || KD Loss: 0.2093|| Cost Time: 9:10:15 || Estimated Time: 1:26:36
2023-04-13 18:24:39,011 semantic_segmentation INFO: Iters: 34570/40000 || Lr: 0.003399 || Task Loss: 0.1625 || KD Loss: 0.2066|| Cost Time: 9:10:24 || Estimated Time: 1:26:27
2023-04-13 18:24:47,966 semantic_segmentation INFO: Iters: 34580/40000 || Lr: 0.003394 || Task Loss: 0.2051 || KD Loss: 0.1734|| Cost Time: 9:10:33 || Estimated Time: 1:26:17
2023-04-13 18:24:57,058 semantic_segmentation INFO: Iters: 34590/40000 || Lr: 0.003388 || Task Loss: 0.2187 || KD Loss: 0.1875|| Cost Time: 9:10:42 || Estimated Time: 1:26:07
2023-04-13 18:25:06,060 semantic_segmentation INFO: Iters: 34600/40000 || Lr: 0.003383 || Task Loss: 0.2577 || KD Loss: 0.2338|| Cost Time: 9:10:51 || Estimated Time: 1:25:58
2023-04-13 18:25:15,064 semantic_segmentation INFO: Iters: 34610/40000 || Lr: 0.003377 || Task Loss: 0.1583 || KD Loss: 0.2103|| Cost Time: 9:11:00 || Estimated Time: 1:25:48
2023-04-13 18:25:24,096 semantic_segmentation INFO: Iters: 34620/40000 || Lr: 0.003372 || Task Loss: 0.2114 || KD Loss: 0.2239|| Cost Time: 9:11:09 || Estimated Time: 1:25:39
2023-04-13 18:25:33,117 semantic_segmentation INFO: Iters: 34630/40000 || Lr: 0.003366 || Task Loss: 0.1882 || KD Loss: 0.2172|| Cost Time: 9:11:18 || Estimated Time: 1:25:29
2023-04-13 18:25:42,001 semantic_segmentation INFO: Iters: 34640/40000 || Lr: 0.003361 || Task Loss: 0.2046 || KD Loss: 0.1832|| Cost Time: 9:11:27 || Estimated Time: 1:25:19
2023-04-13 18:25:51,112 semantic_segmentation INFO: Iters: 34650/40000 || Lr: 0.003355 || Task Loss: 0.2185 || KD Loss: 0.2606|| Cost Time: 9:11:36 || Estimated Time: 1:25:10
2023-04-13 18:26:00,137 semantic_segmentation INFO: Iters: 34660/40000 || Lr: 0.003350 || Task Loss: 0.1821 || KD Loss: 0.2077|| Cost Time: 9:11:45 || Estimated Time: 1:25:00
2023-04-13 18:26:09,167 semantic_segmentation INFO: Iters: 34670/40000 || Lr: 0.003344 || Task Loss: 0.2352 || KD Loss: 0.2501|| Cost Time: 9:11:54 || Estimated Time: 1:24:50
2023-04-13 18:26:18,190 semantic_segmentation INFO: Iters: 34680/40000 || Lr: 0.003339 || Task Loss: 0.2183 || KD Loss: 0.2012|| Cost Time: 9:12:03 || Estimated Time: 1:24:41
2023-04-13 18:26:27,294 semantic_segmentation INFO: Iters: 34690/40000 || Lr: 0.003333 || Task Loss: 0.2545 || KD Loss: 0.2619|| Cost Time: 9:12:12 || Estimated Time: 1:24:31
2023-04-13 18:26:36,398 semantic_segmentation INFO: Iters: 34700/40000 || Lr: 0.003328 || Task Loss: 0.2011 || KD Loss: 0.1512|| Cost Time: 9:12:21 || Estimated Time: 1:24:21
2023-04-13 18:26:45,448 semantic_segmentation INFO: Iters: 34710/40000 || Lr: 0.003322 || Task Loss: 0.1779 || KD Loss: 0.1896|| Cost Time: 9:12:30 || Estimated Time: 1:24:12
2023-04-13 18:26:54,525 semantic_segmentation INFO: Iters: 34720/40000 || Lr: 0.003317 || Task Loss: 0.1819 || KD Loss: 0.2201|| Cost Time: 9:12:40 || Estimated Time: 1:24:02
2023-04-13 18:27:03,614 semantic_segmentation INFO: Iters: 34730/40000 || Lr: 0.003311 || Task Loss: 0.2596 || KD Loss: 0.1591|| Cost Time: 9:12:49 || Estimated Time: 1:23:53
2023-04-13 18:27:12,615 semantic_segmentation INFO: Iters: 34740/40000 || Lr: 0.003306 || Task Loss: 0.2203 || KD Loss: 0.2282|| Cost Time: 9:12:58 || Estimated Time: 1:23:43
2023-04-13 18:27:21,685 semantic_segmentation INFO: Iters: 34750/40000 || Lr: 0.003300 || Task Loss: 0.2187 || KD Loss: 0.2336|| Cost Time: 9:13:07 || Estimated Time: 1:23:33
2023-04-13 18:27:30,702 semantic_segmentation INFO: Iters: 34760/40000 || Lr: 0.003295 || Task Loss: 0.1785 || KD Loss: 0.2186|| Cost Time: 9:13:16 || Estimated Time: 1:23:24
2023-04-13 18:27:39,797 semantic_segmentation INFO: Iters: 34770/40000 || Lr: 0.003290 || Task Loss: 0.1894 || KD Loss: 0.2257|| Cost Time: 9:13:25 || Estimated Time: 1:23:14
2023-04-13 18:27:48,901 semantic_segmentation INFO: Iters: 34780/40000 || Lr: 0.003284 || Task Loss: 0.1578 || KD Loss: 0.3265|| Cost Time: 9:13:34 || Estimated Time: 1:23:04
2023-04-13 18:27:58,016 semantic_segmentation INFO: Iters: 34790/40000 || Lr: 0.003279 || Task Loss: 0.2673 || KD Loss: 0.3073|| Cost Time: 9:13:43 || Estimated Time: 1:22:55
2023-04-13 18:28:06,996 semantic_segmentation INFO: Iters: 34800/40000 || Lr: 0.003273 || Task Loss: 0.1566 || KD Loss: 0.2079|| Cost Time: 9:13:52 || Estimated Time: 1:22:45
2023-04-13 18:28:07,280 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 18:28:09,619 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.412
2023-04-13 18:28:10,034 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.506
2023-04-13 18:28:10,145 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.518
2023-04-13 18:28:10,298 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.546
2023-04-13 18:28:10,398 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.538
2023-04-13 18:28:10,488 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.541
2023-04-13 18:28:10,585 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.539
2023-04-13 18:28:10,672 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.583
2023-04-13 18:28:10,747 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.635
2023-04-13 18:28:10,818 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.692
2023-04-13 18:28:10,889 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.701
2023-04-13 18:28:10,958 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.724
2023-04-13 18:28:11,031 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.733
2023-04-13 18:28:11,104 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.729
2023-04-13 18:28:11,180 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.725
2023-04-13 18:28:11,252 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.715
2023-04-13 18:28:11,324 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.715
2023-04-13 18:28:11,398 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.715
2023-04-13 18:28:11,471 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.725
2023-04-13 18:28:11,545 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.733
2023-04-13 18:28:11,623 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.733
2023-04-13 18:28:11,701 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.730
2023-04-13 18:28:11,780 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.728
2023-04-13 18:28:11,855 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.736
2023-04-13 18:28:11,927 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:28:12,002 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-13 18:28:12,080 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.729
2023-04-13 18:28:12,157 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-13 18:28:12,235 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-13 18:28:12,315 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-13 18:28:12,390 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:28:12,466 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:28:12,538 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:28:12,610 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:28:12,682 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 18:28:12,758 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 18:28:12,837 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:28:12,922 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:28:12,994 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-13 18:28:13,071 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-13 18:28:13,149 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.730
2023-04-13 18:28:13,228 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.729
2023-04-13 18:28:13,302 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.730
2023-04-13 18:28:13,378 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.731
2023-04-13 18:28:13,460 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 18:28:13,544 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-13 18:28:13,622 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-13 18:28:13,696 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.729
2023-04-13 18:28:13,771 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.732
2023-04-13 18:28:13,847 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-13 18:28:13,920 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:28:13,998 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.732
2023-04-13 18:28:14,079 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.732
2023-04-13 18:28:14,158 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 18:28:14,233 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:28:14,309 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:28:14,385 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 18:28:14,459 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-13 18:28:14,547 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:28:14,632 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-13 18:28:14,719 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 18:28:14,797 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 18:28:14,874 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 18:28:14,948 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 18:28:15,023 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:28:15,098 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:28:15,173 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:28:15,249 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:28:15,324 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 18:28:15,400 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 18:28:15,474 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 18:28:15,546 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-13 18:28:15,618 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-13 18:28:15,689 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-13 18:28:15,760 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 18:28:15,835 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 18:28:15,912 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 18:28:15,991 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 18:28:16,067 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-13 18:28:16,142 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 18:28:16,220 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-13 18:28:16,294 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 18:28:16,368 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-13 18:28:16,441 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-13 18:28:16,515 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:16,588 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:16,667 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:16,751 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:16,833 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:16,911 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:16,986 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:17,063 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 18:28:17,137 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 18:28:17,210 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 18:28:17,287 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-13 18:28:17,363 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-13 18:28:17,440 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 18:28:17,514 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-13 18:28:17,588 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 18:28:17,667 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-13 18:28:17,740 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-13 18:28:17,816 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-13 18:28:17,891 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-13 18:28:17,970 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-13 18:28:18,049 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-13 18:28:18,128 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-13 18:28:18,201 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.736
2023-04-13 18:28:18,275 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:18,348 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:18,418 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-13 18:28:18,493 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-13 18:28:18,571 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-13 18:28:18,649 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-13 18:28:18,726 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-13 18:28:18,802 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-13 18:28:18,877 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-13 18:28:18,952 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-13 18:28:19,026 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-13 18:28:19,101 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-13 18:28:19,172 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 18:28:19,245 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-13 18:28:19,327 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-13 18:28:19,407 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-13 18:28:19,485 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-13 18:28:19,560 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-13 18:28:19,635 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-13 18:28:19,711 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 18:28:19,783 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 18:28:19,858 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 18:28:19,932 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 18:28:20,013 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 18:28:20,091 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-13 18:28:20,168 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:20,245 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-13 18:28:20,321 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 18:28:20,395 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 18:28:20,471 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 18:28:20,547 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:20,623 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-13 18:28:20,697 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:20,771 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:20,849 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:20,929 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:21,006 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-13 18:28:21,080 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-13 18:28:21,153 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:21,232 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:21,312 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-13 18:28:21,388 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-13 18:28:21,463 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-13 18:28:21,537 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:21,615 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:21,688 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:21,761 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:21,840 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:21,917 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 18:28:21,994 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 18:28:22,073 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 18:28:22,152 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-13 18:28:22,232 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:22,303 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-13 18:28:22,376 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:22,449 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:22,523 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:22,602 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:22,681 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:22,759 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:22,835 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:22,911 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-13 18:28:22,985 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:23,060 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-13 18:28:23,135 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-13 18:28:23,212 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:23,288 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:23,362 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:23,441 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:23,515 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:28:23,587 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:23,659 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:28:23,734 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:28:23,804 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:28:23,875 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:28:23,947 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:28:24,018 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:28:24,092 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-13 18:28:24,163 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-13 18:28:24,237 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:28:24,317 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:28:24,398 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-13 18:28:24,474 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:28:24,549 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:28:24,627 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:28:24,701 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:28:24,775 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:28:24,851 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:28:24,928 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:28:25,010 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:28:25,087 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:28:25,164 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:28:25,237 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-13 18:28:25,312 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:28:25,387 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:28:25,461 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-13 18:28:25,536 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 18:28:25,614 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 18:28:25,691 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 18:28:25,768 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 18:28:25,845 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 18:28:25,926 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 18:28:25,999 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:28:26,074 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:28:26,152 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:28:26,228 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:28:26,306 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:28:26,382 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:28:26,456 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:28:26,525 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-13 18:28:26,594 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-13 18:28:26,662 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 18:28:26,728 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-13 18:28:26,792 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:28:26,857 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:28:26,922 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 18:28:26,987 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 18:28:27,051 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 18:28:27,116 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:28:27,180 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:28:27,244 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 18:28:27,311 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 18:28:27,385 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 18:28:27,458 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:28:27,530 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-13 18:28:27,602 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-13 18:28:27,674 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-13 18:28:27,745 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-13 18:28:27,815 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-13 18:28:27,883 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-13 18:28:27,951 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:28:28,018 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-13 18:28:28,086 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:28:28,152 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-13 18:28:28,218 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:28:28,282 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:28:28,348 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-13 18:28:28,413 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:28:28,478 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-13 18:28:28,544 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:28:28,606 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:28:28,672 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:28:28,739 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-13 18:28:28,949 semantic_segmentation INFO: Overall validation pixAcc: 95.462, mIoU: 74.306
2023-04-13 18:28:38,234 semantic_segmentation INFO: Iters: 34810/40000 || Lr: 0.003268 || Task Loss: 0.1531 || KD Loss: 0.2255|| Cost Time: 9:14:23 || Estimated Time: 1:22:39
2023-04-13 18:28:47,263 semantic_segmentation INFO: Iters: 34820/40000 || Lr: 0.003262 || Task Loss: 0.2496 || KD Loss: 0.2104|| Cost Time: 9:14:32 || Estimated Time: 1:22:29
2023-04-13 18:28:56,231 semantic_segmentation INFO: Iters: 34830/40000 || Lr: 0.003257 || Task Loss: 0.1633 || KD Loss: 0.2431|| Cost Time: 9:14:41 || Estimated Time: 1:22:20
2023-04-13 18:29:05,305 semantic_segmentation INFO: Iters: 34840/40000 || Lr: 0.003251 || Task Loss: 0.2938 || KD Loss: 0.2079|| Cost Time: 9:14:50 || Estimated Time: 1:22:10
2023-04-13 18:29:14,376 semantic_segmentation INFO: Iters: 34850/40000 || Lr: 0.003246 || Task Loss: 0.4272 || KD Loss: 0.3084|| Cost Time: 9:14:59 || Estimated Time: 1:22:00
2023-04-13 18:29:23,427 semantic_segmentation INFO: Iters: 34860/40000 || Lr: 0.003240 || Task Loss: 0.2155 || KD Loss: 0.2033|| Cost Time: 9:15:08 || Estimated Time: 1:21:51
2023-04-13 18:29:32,512 semantic_segmentation INFO: Iters: 34870/40000 || Lr: 0.003235 || Task Loss: 0.2328 || KD Loss: 0.2247|| Cost Time: 9:15:18 || Estimated Time: 1:21:41
2023-04-13 18:29:41,580 semantic_segmentation INFO: Iters: 34880/40000 || Lr: 0.003229 || Task Loss: 0.2218 || KD Loss: 0.2263|| Cost Time: 9:15:27 || Estimated Time: 1:21:32
2023-04-13 18:29:50,682 semantic_segmentation INFO: Iters: 34890/40000 || Lr: 0.003224 || Task Loss: 0.2319 || KD Loss: 0.1911|| Cost Time: 9:15:36 || Estimated Time: 1:21:22
2023-04-13 18:29:59,768 semantic_segmentation INFO: Iters: 34900/40000 || Lr: 0.003218 || Task Loss: 0.2533 || KD Loss: 0.2336|| Cost Time: 9:15:45 || Estimated Time: 1:21:12
2023-04-13 18:30:08,874 semantic_segmentation INFO: Iters: 34910/40000 || Lr: 0.003213 || Task Loss: 0.1299 || KD Loss: 0.2932|| Cost Time: 9:15:54 || Estimated Time: 1:21:03
2023-04-13 18:30:17,976 semantic_segmentation INFO: Iters: 34920/40000 || Lr: 0.003207 || Task Loss: 0.1828 || KD Loss: 0.1758|| Cost Time: 9:16:03 || Estimated Time: 1:20:53
2023-04-13 18:30:27,026 semantic_segmentation INFO: Iters: 34930/40000 || Lr: 0.003202 || Task Loss: 0.2441 || KD Loss: 0.3206|| Cost Time: 9:16:12 || Estimated Time: 1:20:43
2023-04-13 18:30:36,147 semantic_segmentation INFO: Iters: 34940/40000 || Lr: 0.003196 || Task Loss: 0.1950 || KD Loss: 0.2882|| Cost Time: 9:16:21 || Estimated Time: 1:20:34
2023-04-13 18:30:45,230 semantic_segmentation INFO: Iters: 34950/40000 || Lr: 0.003191 || Task Loss: 0.2643 || KD Loss: 0.2417|| Cost Time: 9:16:30 || Estimated Time: 1:20:24
2023-04-13 18:30:54,314 semantic_segmentation INFO: Iters: 34960/40000 || Lr: 0.003185 || Task Loss: 0.2292 || KD Loss: 0.2290|| Cost Time: 9:16:39 || Estimated Time: 1:20:15
2023-04-13 18:31:03,437 semantic_segmentation INFO: Iters: 34970/40000 || Lr: 0.003180 || Task Loss: 0.2020 || KD Loss: 0.1985|| Cost Time: 9:16:48 || Estimated Time: 1:20:05
2023-04-13 18:31:12,484 semantic_segmentation INFO: Iters: 34980/40000 || Lr: 0.003174 || Task Loss: 0.3430 || KD Loss: 0.3717|| Cost Time: 9:16:58 || Estimated Time: 1:19:55
2023-04-13 18:31:21,569 semantic_segmentation INFO: Iters: 34990/40000 || Lr: 0.003169 || Task Loss: 0.1536 || KD Loss: 0.2516|| Cost Time: 9:17:07 || Estimated Time: 1:19:46
2023-04-13 18:31:30,631 semantic_segmentation INFO: Iters: 35000/40000 || Lr: 0.003163 || Task Loss: 0.1993 || KD Loss: 0.2242|| Cost Time: 9:17:16 || Estimated Time: 1:19:36
2023-04-13 18:31:39,741 semantic_segmentation INFO: Iters: 35010/40000 || Lr: 0.003158 || Task Loss: 0.2309 || KD Loss: 0.1934|| Cost Time: 9:17:25 || Estimated Time: 1:19:26
2023-04-13 18:31:48,849 semantic_segmentation INFO: Iters: 35020/40000 || Lr: 0.003152 || Task Loss: 0.2010 || KD Loss: 0.2537|| Cost Time: 9:17:34 || Estimated Time: 1:19:17
2023-04-13 18:31:57,953 semantic_segmentation INFO: Iters: 35030/40000 || Lr: 0.003146 || Task Loss: 0.1743 || KD Loss: 0.2761|| Cost Time: 9:17:43 || Estimated Time: 1:19:07
2023-04-13 18:32:07,049 semantic_segmentation INFO: Iters: 35040/40000 || Lr: 0.003141 || Task Loss: 0.2008 || KD Loss: 0.2289|| Cost Time: 9:17:52 || Estimated Time: 1:18:58
2023-04-13 18:32:16,070 semantic_segmentation INFO: Iters: 35050/40000 || Lr: 0.003135 || Task Loss: 0.3481 || KD Loss: 0.2070|| Cost Time: 9:18:01 || Estimated Time: 1:18:48
2023-04-13 18:32:25,160 semantic_segmentation INFO: Iters: 35060/40000 || Lr: 0.003130 || Task Loss: 0.2780 || KD Loss: 0.2233|| Cost Time: 9:18:10 || Estimated Time: 1:18:38
2023-04-13 18:32:34,209 semantic_segmentation INFO: Iters: 35070/40000 || Lr: 0.003124 || Task Loss: 0.2002 || KD Loss: 0.2193|| Cost Time: 9:18:19 || Estimated Time: 1:18:29
2023-04-13 18:32:43,308 semantic_segmentation INFO: Iters: 35080/40000 || Lr: 0.003119 || Task Loss: 0.2846 || KD Loss: 0.3039|| Cost Time: 9:18:28 || Estimated Time: 1:18:19
2023-04-13 18:32:52,182 semantic_segmentation INFO: Iters: 35090/40000 || Lr: 0.003113 || Task Loss: 0.2494 || KD Loss: 0.2488|| Cost Time: 9:18:37 || Estimated Time: 1:18:09
2023-04-13 18:33:01,328 semantic_segmentation INFO: Iters: 35100/40000 || Lr: 0.003108 || Task Loss: 0.1921 || KD Loss: 0.2292|| Cost Time: 9:18:46 || Estimated Time: 1:18:00
2023-04-13 18:33:10,452 semantic_segmentation INFO: Iters: 35110/40000 || Lr: 0.003102 || Task Loss: 0.2208 || KD Loss: 0.1798|| Cost Time: 9:18:56 || Estimated Time: 1:17:50
2023-04-13 18:33:19,560 semantic_segmentation INFO: Iters: 35120/40000 || Lr: 0.003097 || Task Loss: 0.1634 || KD Loss: 0.2504|| Cost Time: 9:19:05 || Estimated Time: 1:17:41
2023-04-13 18:33:28,680 semantic_segmentation INFO: Iters: 35130/40000 || Lr: 0.003091 || Task Loss: 0.1999 || KD Loss: 0.1844|| Cost Time: 9:19:14 || Estimated Time: 1:17:31
2023-04-13 18:33:37,771 semantic_segmentation INFO: Iters: 35140/40000 || Lr: 0.003086 || Task Loss: 0.2542 || KD Loss: 0.2409|| Cost Time: 9:19:23 || Estimated Time: 1:17:21
2023-04-13 18:33:46,885 semantic_segmentation INFO: Iters: 35150/40000 || Lr: 0.003080 || Task Loss: 0.2627 || KD Loss: 0.2481|| Cost Time: 9:19:32 || Estimated Time: 1:17:12
2023-04-13 18:33:55,971 semantic_segmentation INFO: Iters: 35160/40000 || Lr: 0.003075 || Task Loss: 0.1308 || KD Loss: 0.2101|| Cost Time: 9:19:41 || Estimated Time: 1:17:02
2023-04-13 18:34:04,925 semantic_segmentation INFO: Iters: 35170/40000 || Lr: 0.003069 || Task Loss: 0.1915 || KD Loss: 0.2166|| Cost Time: 9:19:50 || Estimated Time: 1:16:53
2023-04-13 18:34:14,033 semantic_segmentation INFO: Iters: 35180/40000 || Lr: 0.003064 || Task Loss: 0.2528 || KD Loss: 0.3036|| Cost Time: 9:19:59 || Estimated Time: 1:16:43
2023-04-13 18:34:23,156 semantic_segmentation INFO: Iters: 35190/40000 || Lr: 0.003058 || Task Loss: 0.2211 || KD Loss: 0.2654|| Cost Time: 9:20:08 || Estimated Time: 1:16:33
2023-04-13 18:34:32,153 semantic_segmentation INFO: Iters: 35200/40000 || Lr: 0.003053 || Task Loss: 0.2692 || KD Loss: 0.2093|| Cost Time: 9:20:17 || Estimated Time: 1:16:24
2023-04-13 18:34:32,433 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 18:34:35,031 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.414
2023-04-13 18:34:35,230 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.512
2023-04-13 18:34:35,328 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.526
2023-04-13 18:34:35,423 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.546
2023-04-13 18:34:35,512 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.549
2023-04-13 18:34:35,604 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.552
2023-04-13 18:34:35,688 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.565
2023-04-13 18:34:35,773 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.603
2023-04-13 18:34:35,854 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.649
2023-04-13 18:34:35,929 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.707
2023-04-13 18:34:36,007 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.714
2023-04-13 18:34:36,086 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.733
2023-04-13 18:34:36,168 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.735
2023-04-13 18:34:36,244 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.734
2023-04-13 18:34:36,318 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.730
2023-04-13 18:34:36,394 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.719
2023-04-13 18:34:36,470 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.718
2023-04-13 18:34:36,542 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.721
2023-04-13 18:34:36,616 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.726
2023-04-13 18:34:36,692 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.734
2023-04-13 18:34:36,769 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.734
2023-04-13 18:34:36,846 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.738
2023-04-13 18:34:36,921 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.736
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2023-04-13 18:34:37,071 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.753
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2023-04-13 18:34:37,223 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.744
2023-04-13 18:34:37,304 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.741
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2023-04-13 18:34:37,460 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.740
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2023-04-13 18:34:37,605 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.735
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2023-04-13 18:34:37,825 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 18:34:37,896 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.738
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2023-04-13 18:34:38,048 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:34:38,127 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 18:34:38,201 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-13 18:34:38,276 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.730
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2023-04-13 18:34:38,504 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.732
2023-04-13 18:34:38,578 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.730
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2023-04-13 18:34:38,729 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.731
2023-04-13 18:34:38,806 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.730
2023-04-13 18:34:38,882 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.734
2023-04-13 18:34:38,963 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.737
2023-04-13 18:34:39,039 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-13 18:34:39,115 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.740
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2023-04-13 18:34:39,266 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.743
2023-04-13 18:34:39,339 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.742
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2023-04-13 18:34:39,729 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 18:34:39,808 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-13 18:34:39,883 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.749
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2023-04-13 18:34:40,039 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.749
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2023-04-13 18:34:41,003 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.750
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2023-04-13 18:34:41,228 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-13 18:34:41,308 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.752
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2023-04-13 18:34:41,613 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.744
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2023-04-13 18:34:41,768 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.744
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2023-04-13 18:34:42,741 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.736
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2023-04-13 18:34:43,645 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.733
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2023-04-13 18:34:44,181 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.739
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2023-04-13 18:34:50,898 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 18:34:50,972 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 18:34:51,050 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-13 18:34:51,121 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:34:51,189 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-13 18:34:51,261 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-13 18:34:51,330 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:34:51,403 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:34:51,477 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:34:51,556 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:34:51,634 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:34:51,712 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:34:51,785 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-13 18:34:51,855 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-13 18:34:51,925 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 18:34:51,994 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 18:34:52,063 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 18:34:52,130 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-13 18:34:52,197 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.952, mIoU: 0.742
2023-04-13 18:34:52,264 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.952, mIoU: 0.743
2023-04-13 18:34:52,329 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.952, mIoU: 0.742
2023-04-13 18:34:52,394 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 18:34:52,457 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 18:34:52,520 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:34:52,581 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:34:52,644 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:34:52,715 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:34:52,789 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-13 18:34:52,862 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.951, mIoU: 0.733
2023-04-13 18:34:52,934 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 18:34:53,008 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 18:34:53,082 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 18:34:53,154 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-13 18:34:53,224 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-13 18:34:53,294 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-13 18:34:53,359 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-13 18:34:53,426 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:34:53,494 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:34:53,560 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:34:53,625 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:34:53,688 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:34:53,754 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:34:53,819 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:34:54,266 semantic_segmentation INFO: Overall validation pixAcc: 95.523, mIoU: 74.373
2023-04-13 18:35:03,447 semantic_segmentation INFO: Iters: 35210/40000 || Lr: 0.003047 || Task Loss: 0.1962 || KD Loss: 0.2083|| Cost Time: 9:20:48 || Estimated Time: 1:16:17
2023-04-13 18:35:12,424 semantic_segmentation INFO: Iters: 35220/40000 || Lr: 0.003041 || Task Loss: 0.2731 || KD Loss: 0.2755|| Cost Time: 9:20:57 || Estimated Time: 1:16:07
2023-04-13 18:35:21,412 semantic_segmentation INFO: Iters: 35230/40000 || Lr: 0.003036 || Task Loss: 0.3096 || KD Loss: 0.2581|| Cost Time: 9:21:06 || Estimated Time: 1:15:58
2023-04-13 18:35:30,462 semantic_segmentation INFO: Iters: 35240/40000 || Lr: 0.003030 || Task Loss: 0.2344 || KD Loss: 0.2121|| Cost Time: 9:21:16 || Estimated Time: 1:15:48
2023-04-13 18:35:39,393 semantic_segmentation INFO: Iters: 35250/40000 || Lr: 0.003025 || Task Loss: 0.1768 || KD Loss: 0.2134|| Cost Time: 9:21:24 || Estimated Time: 1:15:39
2023-04-13 18:35:48,435 semantic_segmentation INFO: Iters: 35260/40000 || Lr: 0.003019 || Task Loss: 0.2774 || KD Loss: 0.2926|| Cost Time: 9:21:33 || Estimated Time: 1:15:29
2023-04-13 18:35:57,502 semantic_segmentation INFO: Iters: 35270/40000 || Lr: 0.003014 || Task Loss: 0.1706 || KD Loss: 0.1740|| Cost Time: 9:21:43 || Estimated Time: 1:15:19
2023-04-13 18:36:06,603 semantic_segmentation INFO: Iters: 35280/40000 || Lr: 0.003008 || Task Loss: 0.1553 || KD Loss: 0.2583|| Cost Time: 9:21:52 || Estimated Time: 1:15:10
2023-04-13 18:36:15,714 semantic_segmentation INFO: Iters: 35290/40000 || Lr: 0.003003 || Task Loss: 0.1563 || KD Loss: 0.2146|| Cost Time: 9:22:01 || Estimated Time: 1:15:00
2023-04-13 18:36:24,770 semantic_segmentation INFO: Iters: 35300/40000 || Lr: 0.002997 || Task Loss: 0.2738 || KD Loss: 0.2031|| Cost Time: 9:22:10 || Estimated Time: 1:14:50
2023-04-13 18:36:33,856 semantic_segmentation INFO: Iters: 35310/40000 || Lr: 0.002992 || Task Loss: 0.2025 || KD Loss: 0.2502|| Cost Time: 9:22:19 || Estimated Time: 1:14:41
2023-04-13 18:36:42,921 semantic_segmentation INFO: Iters: 35320/40000 || Lr: 0.002986 || Task Loss: 0.1866 || KD Loss: 0.2415|| Cost Time: 9:22:28 || Estimated Time: 1:14:31
2023-04-13 18:36:51,946 semantic_segmentation INFO: Iters: 35330/40000 || Lr: 0.002981 || Task Loss: 0.2514 || KD Loss: 0.1919|| Cost Time: 9:22:37 || Estimated Time: 1:14:22
2023-04-13 18:37:01,011 semantic_segmentation INFO: Iters: 35340/40000 || Lr: 0.002975 || Task Loss: 0.1315 || KD Loss: 0.1602|| Cost Time: 9:22:46 || Estimated Time: 1:14:12
2023-04-13 18:37:10,043 semantic_segmentation INFO: Iters: 35350/40000 || Lr: 0.002969 || Task Loss: 0.2004 || KD Loss: 0.2036|| Cost Time: 9:22:55 || Estimated Time: 1:14:02
2023-04-13 18:37:19,059 semantic_segmentation INFO: Iters: 35360/40000 || Lr: 0.002964 || Task Loss: 0.2013 || KD Loss: 0.2030|| Cost Time: 9:23:04 || Estimated Time: 1:13:53
2023-04-13 18:37:28,038 semantic_segmentation INFO: Iters: 35370/40000 || Lr: 0.002958 || Task Loss: 0.2055 || KD Loss: 0.2927|| Cost Time: 9:23:13 || Estimated Time: 1:13:43
2023-04-13 18:37:37,074 semantic_segmentation INFO: Iters: 35380/40000 || Lr: 0.002953 || Task Loss: 0.2170 || KD Loss: 0.1981|| Cost Time: 9:23:22 || Estimated Time: 1:13:33
2023-04-13 18:37:46,228 semantic_segmentation INFO: Iters: 35390/40000 || Lr: 0.002947 || Task Loss: 0.2620 || KD Loss: 0.2048|| Cost Time: 9:23:31 || Estimated Time: 1:13:24
2023-04-13 18:37:55,257 semantic_segmentation INFO: Iters: 35400/40000 || Lr: 0.002942 || Task Loss: 0.2389 || KD Loss: 0.2322|| Cost Time: 9:23:40 || Estimated Time: 1:13:14
2023-04-13 18:38:04,406 semantic_segmentation INFO: Iters: 35410/40000 || Lr: 0.002936 || Task Loss: 0.1784 || KD Loss: 0.1943|| Cost Time: 9:23:49 || Estimated Time: 1:13:05
2023-04-13 18:38:13,518 semantic_segmentation INFO: Iters: 35420/40000 || Lr: 0.002931 || Task Loss: 0.1390 || KD Loss: 0.2186|| Cost Time: 9:23:59 || Estimated Time: 1:12:55
2023-04-13 18:38:22,615 semantic_segmentation INFO: Iters: 35430/40000 || Lr: 0.002925 || Task Loss: 0.2206 || KD Loss: 0.2244|| Cost Time: 9:24:08 || Estimated Time: 1:12:45
2023-04-13 18:38:31,702 semantic_segmentation INFO: Iters: 35440/40000 || Lr: 0.002919 || Task Loss: 0.3256 || KD Loss: 0.2678|| Cost Time: 9:24:17 || Estimated Time: 1:12:36
2023-04-13 18:38:40,799 semantic_segmentation INFO: Iters: 35450/40000 || Lr: 0.002914 || Task Loss: 0.2792 || KD Loss: 0.2259|| Cost Time: 9:24:26 || Estimated Time: 1:12:26
2023-04-13 18:38:49,906 semantic_segmentation INFO: Iters: 35460/40000 || Lr: 0.002908 || Task Loss: 0.1983 || KD Loss: 0.2233|| Cost Time: 9:24:35 || Estimated Time: 1:12:17
2023-04-13 18:38:58,986 semantic_segmentation INFO: Iters: 35470/40000 || Lr: 0.002903 || Task Loss: 0.2077 || KD Loss: 0.2155|| Cost Time: 9:24:44 || Estimated Time: 1:12:07
2023-04-13 18:39:08,019 semantic_segmentation INFO: Iters: 35480/40000 || Lr: 0.002897 || Task Loss: 0.1988 || KD Loss: 0.2258|| Cost Time: 9:24:53 || Estimated Time: 1:11:57
2023-04-13 18:39:17,138 semantic_segmentation INFO: Iters: 35490/40000 || Lr: 0.002892 || Task Loss: 0.2589 || KD Loss: 0.2148|| Cost Time: 9:25:02 || Estimated Time: 1:11:48
2023-04-13 18:39:26,277 semantic_segmentation INFO: Iters: 35500/40000 || Lr: 0.002886 || Task Loss: 0.3442 || KD Loss: 0.3116|| Cost Time: 9:25:11 || Estimated Time: 1:11:38
2023-04-13 18:39:35,333 semantic_segmentation INFO: Iters: 35510/40000 || Lr: 0.002880 || Task Loss: 0.2465 || KD Loss: 0.2472|| Cost Time: 9:25:20 || Estimated Time: 1:11:29
2023-04-13 18:39:44,426 semantic_segmentation INFO: Iters: 35520/40000 || Lr: 0.002875 || Task Loss: 0.1570 || KD Loss: 0.1911|| Cost Time: 9:25:29 || Estimated Time: 1:11:19
2023-04-13 18:39:53,533 semantic_segmentation INFO: Iters: 35530/40000 || Lr: 0.002869 || Task Loss: 0.2173 || KD Loss: 0.2048|| Cost Time: 9:25:39 || Estimated Time: 1:11:09
2023-04-13 18:40:02,629 semantic_segmentation INFO: Iters: 35540/40000 || Lr: 0.002864 || Task Loss: 0.1994 || KD Loss: 0.2619|| Cost Time: 9:25:48 || Estimated Time: 1:11:00
2023-04-13 18:40:11,702 semantic_segmentation INFO: Iters: 35550/40000 || Lr: 0.002858 || Task Loss: 0.2125 || KD Loss: 0.1691|| Cost Time: 9:25:57 || Estimated Time: 1:10:50
2023-04-13 18:40:20,804 semantic_segmentation INFO: Iters: 35560/40000 || Lr: 0.002853 || Task Loss: 0.2133 || KD Loss: 0.1656|| Cost Time: 9:26:06 || Estimated Time: 1:10:40
2023-04-13 18:40:29,808 semantic_segmentation INFO: Iters: 35570/40000 || Lr: 0.002847 || Task Loss: 0.1595 || KD Loss: 0.2096|| Cost Time: 9:26:15 || Estimated Time: 1:10:31
2023-04-13 18:40:38,939 semantic_segmentation INFO: Iters: 35580/40000 || Lr: 0.002841 || Task Loss: 0.2178 || KD Loss: 0.2246|| Cost Time: 9:26:24 || Estimated Time: 1:10:21
2023-04-13 18:40:48,070 semantic_segmentation INFO: Iters: 35590/40000 || Lr: 0.002836 || Task Loss: 0.2179 || KD Loss: 0.1991|| Cost Time: 9:26:33 || Estimated Time: 1:10:12
2023-04-13 18:40:57,156 semantic_segmentation INFO: Iters: 35600/40000 || Lr: 0.002830 || Task Loss: 0.2072 || KD Loss: 0.2177|| Cost Time: 9:26:42 || Estimated Time: 1:10:02
2023-04-13 18:40:57,443 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 18:41:00,158 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.416
2023-04-13 18:41:00,279 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.518
2023-04-13 18:41:00,365 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.527
2023-04-13 18:41:00,447 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.549
2023-04-13 18:41:00,531 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.574
2023-04-13 18:41:00,611 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.577
2023-04-13 18:41:00,694 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.585
2023-04-13 18:41:00,783 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.621
2023-04-13 18:41:00,867 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.666
2023-04-13 18:41:00,961 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.722
2023-04-13 18:41:01,048 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.730
2023-04-13 18:41:01,128 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.758
2023-04-13 18:41:01,202 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.753
2023-04-13 18:41:01,278 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.967, mIoU: 0.751
2023-04-13 18:41:01,353 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.965, mIoU: 0.746
2023-04-13 18:41:01,427 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.735
2023-04-13 18:41:01,500 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.962, mIoU: 0.735
2023-04-13 18:41:01,576 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.738
2023-04-13 18:41:01,645 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.742
2023-04-13 18:41:01,722 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.750
2023-04-13 18:41:01,794 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.750
2023-04-13 18:41:01,865 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.742
2023-04-13 18:41:01,937 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.740
2023-04-13 18:41:02,008 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.747
2023-04-13 18:41:02,082 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.759
2023-04-13 18:41:02,167 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.761
2023-04-13 18:41:02,261 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.751
2023-04-13 18:41:02,344 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.748
2023-04-13 18:41:02,419 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.747
2023-04-13 18:41:02,495 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.747
2023-04-13 18:41:02,568 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.747
2023-04-13 18:41:02,644 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 18:41:02,718 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.747
2023-04-13 18:41:02,793 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.745
2023-04-13 18:41:02,870 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.747
2023-04-13 18:41:02,946 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.747
2023-04-13 18:41:03,017 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.742
2023-04-13 18:41:03,088 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.742
2023-04-13 18:41:03,158 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-13 18:41:03,225 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.739
2023-04-13 18:41:03,297 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.740
2023-04-13 18:41:03,370 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.740
2023-04-13 18:41:03,442 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.740
2023-04-13 18:41:03,512 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.741
2023-04-13 18:41:03,593 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.740
2023-04-13 18:41:03,677 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.740
2023-04-13 18:41:03,760 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.740
2023-04-13 18:41:03,839 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.739
2023-04-13 18:41:03,912 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.743
2023-04-13 18:41:03,987 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.745
2023-04-13 18:41:04,060 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.745
2023-04-13 18:41:04,134 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.749
2023-04-13 18:41:04,208 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.749
2023-04-13 18:41:04,286 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.752
2023-04-13 18:41:04,366 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.751
2023-04-13 18:41:04,445 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-13 18:41:04,519 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.750
2023-04-13 18:41:04,596 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 18:41:04,671 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 18:41:04,747 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 18:41:04,826 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.760
2023-04-13 18:41:04,903 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.761
2023-04-13 18:41:04,981 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 18:41:05,058 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-13 18:41:05,132 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 18:41:05,205 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 18:41:05,278 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 18:41:05,353 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 18:41:05,427 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 18:41:05,507 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 18:41:05,585 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 18:41:05,660 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 18:41:05,737 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 18:41:05,816 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 18:41:05,892 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 18:41:05,965 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 18:41:06,036 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 18:41:06,114 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 18:41:06,190 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 18:41:06,269 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 18:41:06,345 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 18:41:06,419 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 18:41:06,494 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 18:41:06,569 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 18:41:06,640 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:41:06,710 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:41:06,785 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:41:06,858 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.750
2023-04-13 18:41:06,938 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:41:07,017 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.750
2023-04-13 18:41:07,095 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:41:07,167 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:41:07,242 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:41:07,321 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:41:07,393 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:07,464 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:07,535 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:07,605 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:07,678 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.750
2023-04-13 18:41:07,756 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.750
2023-04-13 18:41:07,833 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:41:07,915 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 18:41:07,992 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 18:41:08,066 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 18:41:08,141 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 18:41:08,215 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 18:41:08,290 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 18:41:08,363 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 18:41:08,440 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 18:41:08,520 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 18:41:08,604 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 18:41:08,682 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 18:41:08,758 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 18:41:08,832 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 18:41:08,909 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 18:41:08,985 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-13 18:41:09,062 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 18:41:09,138 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:41:09,216 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:41:09,293 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:41:09,371 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:41:09,448 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:41:09,525 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:41:09,604 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 18:41:09,683 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-13 18:41:09,761 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:41:09,835 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 18:41:09,915 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 18:41:10,001 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 18:41:10,071 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 18:41:10,149 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 18:41:10,226 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 18:41:10,308 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:10,394 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:10,483 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:10,559 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:10,636 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:10,709 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:41:10,783 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:10,861 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:41:10,937 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:41:11,008 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:41:11,079 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:11,148 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:11,225 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:11,304 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:11,385 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:11,466 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:11,547 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:11,624 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:41:11,703 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:11,777 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:11,854 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:41:11,932 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:41:12,012 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:41:12,088 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 18:41:12,166 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 18:41:12,244 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:41:12,328 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:41:12,401 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:41:12,478 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:41:12,555 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:41:12,634 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:12,708 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:41:12,783 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:12,859 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:12,933 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:13,008 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:13,084 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:41:13,166 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:41:13,243 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:41:13,320 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:41:13,402 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:41:13,476 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-13 18:41:13,552 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-13 18:41:13,629 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-13 18:41:13,705 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:41:13,781 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-13 18:41:13,856 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-13 18:41:13,931 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-13 18:41:14,004 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-13 18:41:14,079 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-13 18:41:14,154 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-13 18:41:14,226 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-13 18:41:14,301 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-13 18:41:14,377 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-13 18:41:14,451 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-13 18:41:14,528 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-13 18:41:14,607 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-13 18:41:14,687 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-13 18:41:14,762 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-13 18:41:14,840 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 18:41:14,912 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:41:14,983 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:41:15,054 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:41:15,131 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:41:15,208 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:41:15,284 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:41:15,362 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:41:15,437 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:41:15,516 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:41:15,588 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:41:15,666 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:41:15,746 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:41:15,824 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:41:15,902 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:41:15,981 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:41:16,057 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 18:41:16,129 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 18:41:16,203 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 18:41:16,276 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 18:41:16,353 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 18:41:16,429 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 18:41:16,505 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 18:41:16,579 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 18:41:16,654 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 18:41:16,727 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.953, mIoU: 0.752
2023-04-13 18:41:16,801 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.953, mIoU: 0.753
2023-04-13 18:41:16,875 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.953, mIoU: 0.753
2023-04-13 18:41:16,942 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.953, mIoU: 0.753
2023-04-13 18:41:17,007 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-13 18:41:17,073 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-13 18:41:17,138 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-13 18:41:17,202 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-13 18:41:17,267 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-13 18:41:17,331 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-13 18:41:17,396 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-13 18:41:17,460 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-13 18:41:17,524 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.953, mIoU: 0.747
2023-04-13 18:41:17,590 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-13 18:41:17,655 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-13 18:41:17,723 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-13 18:41:17,797 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-13 18:41:17,871 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-13 18:41:17,944 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-13 18:41:18,015 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-13 18:41:18,086 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 18:41:18,156 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 18:41:18,224 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-13 18:41:18,293 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-13 18:41:18,361 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 18:41:18,427 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 18:41:18,492 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 18:41:18,563 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-13 18:41:18,630 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-13 18:41:18,696 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-13 18:41:18,760 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-13 18:41:18,821 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-13 18:41:18,887 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-13 18:41:18,952 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-13 18:41:19,349 semantic_segmentation INFO: Overall validation pixAcc: 95.731, mIoU: 75.907
2023-04-13 18:41:28,832 semantic_segmentation INFO: Iters: 35610/40000 || Lr: 0.002825 || Task Loss: 0.2651 || KD Loss: 0.3122|| Cost Time: 9:27:14 || Estimated Time: 1:09:55
2023-04-13 18:41:37,811 semantic_segmentation INFO: Iters: 35620/40000 || Lr: 0.002819 || Task Loss: 0.1965 || KD Loss: 0.1886|| Cost Time: 9:27:23 || Estimated Time: 1:09:46
2023-04-13 18:41:46,805 semantic_segmentation INFO: Iters: 35630/40000 || Lr: 0.002813 || Task Loss: 0.2369 || KD Loss: 0.1928|| Cost Time: 9:27:32 || Estimated Time: 1:09:36
2023-04-13 18:41:55,760 semantic_segmentation INFO: Iters: 35640/40000 || Lr: 0.002808 || Task Loss: 0.2704 || KD Loss: 0.2546|| Cost Time: 9:27:41 || Estimated Time: 1:09:26
2023-04-13 18:42:04,820 semantic_segmentation INFO: Iters: 35650/40000 || Lr: 0.002802 || Task Loss: 0.1631 || KD Loss: 0.1499|| Cost Time: 9:27:50 || Estimated Time: 1:09:17
2023-04-13 18:42:13,731 semantic_segmentation INFO: Iters: 35660/40000 || Lr: 0.002797 || Task Loss: 0.1797 || KD Loss: 0.2088|| Cost Time: 9:27:59 || Estimated Time: 1:09:07
2023-04-13 18:42:22,823 semantic_segmentation INFO: Iters: 35670/40000 || Lr: 0.002791 || Task Loss: 0.1699 || KD Loss: 0.2806|| Cost Time: 9:28:08 || Estimated Time: 1:08:57
2023-04-13 18:42:31,856 semantic_segmentation INFO: Iters: 35680/40000 || Lr: 0.002785 || Task Loss: 0.1650 || KD Loss: 0.1785|| Cost Time: 9:28:17 || Estimated Time: 1:08:48
2023-04-13 18:42:40,895 semantic_segmentation INFO: Iters: 35690/40000 || Lr: 0.002780 || Task Loss: 0.1678 || KD Loss: 0.1515|| Cost Time: 9:28:26 || Estimated Time: 1:08:38
2023-04-13 18:42:49,998 semantic_segmentation INFO: Iters: 35700/40000 || Lr: 0.002774 || Task Loss: 0.2378 || KD Loss: 0.2226|| Cost Time: 9:28:35 || Estimated Time: 1:08:29
2023-04-13 18:42:59,020 semantic_segmentation INFO: Iters: 35710/40000 || Lr: 0.002769 || Task Loss: 0.1826 || KD Loss: 0.2158|| Cost Time: 9:28:44 || Estimated Time: 1:08:19
2023-04-13 18:43:08,097 semantic_segmentation INFO: Iters: 35720/40000 || Lr: 0.002763 || Task Loss: 0.1596 || KD Loss: 0.1990|| Cost Time: 9:28:53 || Estimated Time: 1:08:09
2023-04-13 18:43:17,127 semantic_segmentation INFO: Iters: 35730/40000 || Lr: 0.002758 || Task Loss: 0.1690 || KD Loss: 0.2150|| Cost Time: 9:29:02 || Estimated Time: 1:08:00
2023-04-13 18:43:26,224 semantic_segmentation INFO: Iters: 35740/40000 || Lr: 0.002752 || Task Loss: 0.1849 || KD Loss: 0.2263|| Cost Time: 9:29:11 || Estimated Time: 1:07:50
2023-04-13 18:43:35,224 semantic_segmentation INFO: Iters: 35750/40000 || Lr: 0.002746 || Task Loss: 0.2572 || KD Loss: 0.1800|| Cost Time: 9:29:20 || Estimated Time: 1:07:41
2023-04-13 18:43:44,163 semantic_segmentation INFO: Iters: 35760/40000 || Lr: 0.002741 || Task Loss: 0.2576 || KD Loss: 0.2735|| Cost Time: 9:29:29 || Estimated Time: 1:07:31
2023-04-13 18:43:53,061 semantic_segmentation INFO: Iters: 35770/40000 || Lr: 0.002735 || Task Loss: 0.1395 || KD Loss: 0.2075|| Cost Time: 9:29:38 || Estimated Time: 1:07:21
2023-04-13 18:44:02,086 semantic_segmentation INFO: Iters: 35780/40000 || Lr: 0.002729 || Task Loss: 0.2037 || KD Loss: 0.2387|| Cost Time: 9:29:47 || Estimated Time: 1:07:12
2023-04-13 18:44:11,308 semantic_segmentation INFO: Iters: 35790/40000 || Lr: 0.002724 || Task Loss: 0.2292 || KD Loss: 0.2323|| Cost Time: 9:29:56 || Estimated Time: 1:07:02
2023-04-13 18:44:20,425 semantic_segmentation INFO: Iters: 35800/40000 || Lr: 0.002718 || Task Loss: 0.2311 || KD Loss: 0.2018|| Cost Time: 9:30:05 || Estimated Time: 1:06:52
2023-04-13 18:44:29,538 semantic_segmentation INFO: Iters: 35810/40000 || Lr: 0.002713 || Task Loss: 0.2160 || KD Loss: 0.2256|| Cost Time: 9:30:15 || Estimated Time: 1:06:43
2023-04-13 18:44:38,630 semantic_segmentation INFO: Iters: 35820/40000 || Lr: 0.002707 || Task Loss: 0.2989 || KD Loss: 0.2263|| Cost Time: 9:30:24 || Estimated Time: 1:06:33
2023-04-13 18:44:47,650 semantic_segmentation INFO: Iters: 35830/40000 || Lr: 0.002701 || Task Loss: 0.1796 || KD Loss: 0.2209|| Cost Time: 9:30:33 || Estimated Time: 1:06:24
2023-04-13 18:44:56,839 semantic_segmentation INFO: Iters: 35840/40000 || Lr: 0.002696 || Task Loss: 0.2639 || KD Loss: 0.1905|| Cost Time: 9:30:42 || Estimated Time: 1:06:14
2023-04-13 18:45:05,936 semantic_segmentation INFO: Iters: 35850/40000 || Lr: 0.002690 || Task Loss: 0.1673 || KD Loss: 0.1982|| Cost Time: 9:30:51 || Estimated Time: 1:06:04
2023-04-13 18:45:14,985 semantic_segmentation INFO: Iters: 35860/40000 || Lr: 0.002685 || Task Loss: 0.2926 || KD Loss: 0.2808|| Cost Time: 9:31:00 || Estimated Time: 1:05:55
2023-04-13 18:45:23,913 semantic_segmentation INFO: Iters: 35870/40000 || Lr: 0.002679 || Task Loss: 0.3045 || KD Loss: 0.3112|| Cost Time: 9:31:09 || Estimated Time: 1:05:45
2023-04-13 18:45:33,050 semantic_segmentation INFO: Iters: 35880/40000 || Lr: 0.002673 || Task Loss: 0.1432 || KD Loss: 0.1709|| Cost Time: 9:31:18 || Estimated Time: 1:05:36
2023-04-13 18:45:42,113 semantic_segmentation INFO: Iters: 35890/40000 || Lr: 0.002668 || Task Loss: 0.2870 || KD Loss: 0.2352|| Cost Time: 9:31:27 || Estimated Time: 1:05:26
2023-04-13 18:45:51,238 semantic_segmentation INFO: Iters: 35900/40000 || Lr: 0.002662 || Task Loss: 0.1907 || KD Loss: 0.2084|| Cost Time: 9:31:36 || Estimated Time: 1:05:16
2023-04-13 18:46:00,340 semantic_segmentation INFO: Iters: 35910/40000 || Lr: 0.002656 || Task Loss: 0.1485 || KD Loss: 0.2272|| Cost Time: 9:31:45 || Estimated Time: 1:05:07
2023-04-13 18:46:09,428 semantic_segmentation INFO: Iters: 35920/40000 || Lr: 0.002651 || Task Loss: 0.2217 || KD Loss: 0.2153|| Cost Time: 9:31:54 || Estimated Time: 1:04:57
2023-04-13 18:46:18,530 semantic_segmentation INFO: Iters: 35930/40000 || Lr: 0.002645 || Task Loss: 0.1914 || KD Loss: 0.2069|| Cost Time: 9:32:04 || Estimated Time: 1:04:48
2023-04-13 18:46:27,618 semantic_segmentation INFO: Iters: 35940/40000 || Lr: 0.002640 || Task Loss: 0.1617 || KD Loss: 0.1888|| Cost Time: 9:32:13 || Estimated Time: 1:04:38
2023-04-13 18:46:36,706 semantic_segmentation INFO: Iters: 35950/40000 || Lr: 0.002634 || Task Loss: 0.2279 || KD Loss: 0.2484|| Cost Time: 9:32:22 || Estimated Time: 1:04:28
2023-04-13 18:46:45,814 semantic_segmentation INFO: Iters: 35960/40000 || Lr: 0.002628 || Task Loss: 0.1912 || KD Loss: 0.1817|| Cost Time: 9:32:31 || Estimated Time: 1:04:19
2023-04-13 18:46:54,911 semantic_segmentation INFO: Iters: 35970/40000 || Lr: 0.002623 || Task Loss: 0.1298 || KD Loss: 0.1943|| Cost Time: 9:32:40 || Estimated Time: 1:04:09
2023-04-13 18:47:04,039 semantic_segmentation INFO: Iters: 35980/40000 || Lr: 0.002617 || Task Loss: 0.1618 || KD Loss: 0.1509|| Cost Time: 9:32:49 || Estimated Time: 1:04:00
2023-04-13 18:47:13,067 semantic_segmentation INFO: Iters: 35990/40000 || Lr: 0.002611 || Task Loss: 0.2534 || KD Loss: 0.2889|| Cost Time: 9:32:58 || Estimated Time: 1:03:50
2023-04-13 18:47:22,225 semantic_segmentation INFO: Iters: 36000/40000 || Lr: 0.002606 || Task Loss: 0.2350 || KD Loss: 0.2279|| Cost Time: 9:33:07 || Estimated Time: 1:03:40
2023-04-13 18:47:22,505 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 18:47:24,973 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.423
2023-04-13 18:47:25,384 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.513
2023-04-13 18:47:25,480 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.514
2023-04-13 18:47:25,568 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.541
2023-04-13 18:47:25,657 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.545
2023-04-13 18:47:25,735 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.548
2023-04-13 18:47:25,807 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.571
2023-04-13 18:47:25,879 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.614
2023-04-13 18:47:25,954 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.661
2023-04-13 18:47:26,030 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.716
2023-04-13 18:47:26,107 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.723
2023-04-13 18:47:26,183 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.751
2023-04-13 18:47:26,257 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.751
2023-04-13 18:47:26,336 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.744
2023-04-13 18:47:26,417 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.741
2023-04-13 18:47:26,502 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.731
2023-04-13 18:47:26,580 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.732
2023-04-13 18:47:26,653 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.735
2023-04-13 18:47:26,729 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.741
2023-04-13 18:47:26,811 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.748
2023-04-13 18:47:26,890 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.748
2023-04-13 18:47:26,966 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.740
2023-04-13 18:47:27,034 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.737
2023-04-13 18:47:27,106 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.744
2023-04-13 18:47:27,182 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.760
2023-04-13 18:47:27,262 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.760
2023-04-13 18:47:27,346 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.747
2023-04-13 18:47:27,424 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.744
2023-04-13 18:47:27,498 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.745
2023-04-13 18:47:27,574 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.747
2023-04-13 18:47:27,651 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.747
2023-04-13 18:47:27,727 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-13 18:47:27,805 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.747
2023-04-13 18:47:27,883 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.746
2023-04-13 18:47:27,958 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-13 18:47:28,034 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-13 18:47:28,110 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.743
2023-04-13 18:47:28,185 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.743
2023-04-13 18:47:28,254 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:47:28,323 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.737
2023-04-13 18:47:28,395 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.739
2023-04-13 18:47:28,475 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.739
2023-04-13 18:47:28,555 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.739
2023-04-13 18:47:28,632 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.740
2023-04-13 18:47:28,709 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-13 18:47:28,790 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.739
2023-04-13 18:47:28,868 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.739
2023-04-13 18:47:28,940 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.738
2023-04-13 18:47:29,016 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.738
2023-04-13 18:47:29,092 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.740
2023-04-13 18:47:29,169 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.741
2023-04-13 18:47:29,244 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 18:47:29,321 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.746
2023-04-13 18:47:29,400 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-13 18:47:29,473 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 18:47:29,548 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 18:47:29,621 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-13 18:47:29,694 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 18:47:29,768 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:47:29,841 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 18:47:29,920 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-13 18:47:30,001 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 18:47:30,083 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-13 18:47:30,157 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:47:30,234 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 18:47:30,307 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:47:30,382 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:47:30,457 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 18:47:30,533 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:47:30,614 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:47:30,692 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:47:30,765 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:47:30,839 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:47:30,909 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:47:30,981 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:47:31,057 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 18:47:31,131 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 18:47:31,208 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 18:47:31,285 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 18:47:31,361 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 18:47:31,435 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 18:47:31,513 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 18:47:31,587 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 18:47:31,657 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 18:47:31,732 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:47:31,806 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:47:31,878 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:47:31,955 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-13 18:47:32,034 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:47:32,114 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:47:32,193 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-13 18:47:32,268 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 18:47:32,344 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 18:47:32,420 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 18:47:32,497 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 18:47:32,572 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 18:47:32,649 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 18:47:32,723 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 18:47:32,796 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:32,876 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:32,947 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.753
2023-04-13 18:47:33,022 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-13 18:47:33,096 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-13 18:47:33,169 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-13 18:47:33,243 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:47:33,317 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-13 18:47:33,395 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:47:33,473 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-13 18:47:33,552 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-13 18:47:33,626 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:47:33,704 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-13 18:47:33,777 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:47:33,850 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:47:33,920 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:47:33,992 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 18:47:34,073 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-13 18:47:34,157 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.750
2023-04-13 18:47:34,235 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-13 18:47:34,314 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-13 18:47:34,391 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-13 18:47:34,468 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-13 18:47:34,548 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-13 18:47:34,620 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-13 18:47:34,693 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.753
2023-04-13 18:47:34,770 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.753
2023-04-13 18:47:34,849 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 18:47:34,928 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-13 18:47:35,007 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-13 18:47:35,081 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-13 18:47:35,152 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-13 18:47:35,228 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 18:47:35,303 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 18:47:35,380 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 18:47:35,459 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 18:47:35,535 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 18:47:35,610 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 18:47:35,687 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 18:47:35,762 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 18:47:35,832 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 18:47:35,904 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:35,980 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-13 18:47:36,060 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 18:47:36,138 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:36,217 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:36,292 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 18:47:36,364 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:36,438 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:36,508 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 18:47:36,583 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 18:47:36,665 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 18:47:36,742 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:36,822 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:36,903 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 18:47:36,983 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 18:47:37,058 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 18:47:37,133 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:37,208 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:37,281 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:37,356 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 18:47:37,433 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 18:47:37,509 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 18:47:37,589 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 18:47:37,665 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:47:37,738 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:47:37,809 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:47:37,886 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 18:47:37,961 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 18:47:38,038 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 18:47:38,114 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:47:38,190 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:47:38,268 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:47:38,340 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:47:38,417 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:47:38,486 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:47:38,558 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:47:38,637 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:38,715 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:38,787 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:38,863 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:38,939 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:39,016 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:39,096 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:39,173 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:39,247 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:39,321 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:47:39,393 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 18:47:39,468 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:39,546 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 18:47:39,623 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:47:39,702 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:39,784 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:39,867 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:47:39,943 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:47:40,019 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:47:40,095 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-13 18:47:40,171 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:40,251 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:40,327 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:40,399 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:47:40,472 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:47:40,544 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:40,618 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:40,691 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:40,769 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:40,847 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:40,926 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:41,004 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:41,078 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:41,149 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 18:47:41,236 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 18:47:41,311 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:41,386 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:41,463 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:41,539 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:41,616 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:41,696 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:41,770 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:41,842 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:41,913 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:41,986 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:42,058 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:42,130 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:42,202 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 18:47:42,274 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:47:42,346 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:47:42,418 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:47:42,490 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 18:47:42,562 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 18:47:42,630 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:47:42,699 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 18:47:42,765 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:47:42,829 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:47:42,896 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:47:42,966 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:47:43,039 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-13 18:47:43,114 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 18:47:43,184 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:47:43,254 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:47:43,323 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 18:47:43,391 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:47:43,459 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:47:43,526 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:47:43,590 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 18:47:43,656 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-13 18:47:43,722 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-13 18:47:43,786 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-13 18:47:43,850 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-13 18:47:43,912 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-13 18:47:43,981 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-13 18:47:44,054 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-13 18:47:44,362 semantic_segmentation INFO: Overall validation pixAcc: 95.579, mIoU: 75.460
2023-04-13 18:47:53,529 semantic_segmentation INFO: Iters: 36010/40000 || Lr: 0.002600 || Task Loss: 0.1646 || KD Loss: 0.2402|| Cost Time: 9:33:39 || Estimated Time: 1:03:33
2023-04-13 18:48:02,433 semantic_segmentation INFO: Iters: 36020/40000 || Lr: 0.002595 || Task Loss: 0.1602 || KD Loss: 0.2754|| Cost Time: 9:33:47 || Estimated Time: 1:03:24
2023-04-13 18:48:11,477 semantic_segmentation INFO: Iters: 36030/40000 || Lr: 0.002589 || Task Loss: 0.2398 || KD Loss: 0.2009|| Cost Time: 9:33:57 || Estimated Time: 1:03:14
2023-04-13 18:48:20,529 semantic_segmentation INFO: Iters: 36040/40000 || Lr: 0.002583 || Task Loss: 0.1886 || KD Loss: 0.2183|| Cost Time: 9:34:06 || Estimated Time: 1:03:04
2023-04-13 18:48:29,534 semantic_segmentation INFO: Iters: 36050/40000 || Lr: 0.002578 || Task Loss: 0.1835 || KD Loss: 0.2689|| Cost Time: 9:34:15 || Estimated Time: 1:02:55
2023-04-13 18:48:38,566 semantic_segmentation INFO: Iters: 36060/40000 || Lr: 0.002572 || Task Loss: 0.1441 || KD Loss: 0.2709|| Cost Time: 9:34:24 || Estimated Time: 1:02:45
2023-04-13 18:48:47,661 semantic_segmentation INFO: Iters: 36070/40000 || Lr: 0.002566 || Task Loss: 0.1956 || KD Loss: 0.2269|| Cost Time: 9:34:33 || Estimated Time: 1:02:35
2023-04-13 18:48:56,661 semantic_segmentation INFO: Iters: 36080/40000 || Lr: 0.002561 || Task Loss: 0.1718 || KD Loss: 0.2066|| Cost Time: 9:34:42 || Estimated Time: 1:02:26
2023-04-13 18:49:05,712 semantic_segmentation INFO: Iters: 36090/40000 || Lr: 0.002555 || Task Loss: 0.1685 || KD Loss: 0.2173|| Cost Time: 9:34:51 || Estimated Time: 1:02:16
2023-04-13 18:49:14,884 semantic_segmentation INFO: Iters: 36100/40000 || Lr: 0.002549 || Task Loss: 0.1995 || KD Loss: 0.2533|| Cost Time: 9:35:00 || Estimated Time: 1:02:07
2023-04-13 18:49:24,025 semantic_segmentation INFO: Iters: 36110/40000 || Lr: 0.002544 || Task Loss: 0.1960 || KD Loss: 0.2318|| Cost Time: 9:35:09 || Estimated Time: 1:01:57
2023-04-13 18:49:33,141 semantic_segmentation INFO: Iters: 36120/40000 || Lr: 0.002538 || Task Loss: 0.2093 || KD Loss: 0.1830|| Cost Time: 9:35:18 || Estimated Time: 1:01:47
2023-04-13 18:49:42,252 semantic_segmentation INFO: Iters: 36130/40000 || Lr: 0.002532 || Task Loss: 0.1886 || KD Loss: 0.2221|| Cost Time: 9:35:27 || Estimated Time: 1:01:38
2023-04-13 18:49:51,364 semantic_segmentation INFO: Iters: 36140/40000 || Lr: 0.002527 || Task Loss: 0.1798 || KD Loss: 0.2053|| Cost Time: 9:35:36 || Estimated Time: 1:01:28
2023-04-13 18:50:00,471 semantic_segmentation INFO: Iters: 36150/40000 || Lr: 0.002521 || Task Loss: 0.1619 || KD Loss: 0.2464|| Cost Time: 9:35:46 || Estimated Time: 1:01:19
2023-04-13 18:50:09,590 semantic_segmentation INFO: Iters: 36160/40000 || Lr: 0.002515 || Task Loss: 0.1913 || KD Loss: 0.2409|| Cost Time: 9:35:55 || Estimated Time: 1:01:09
2023-04-13 18:50:18,684 semantic_segmentation INFO: Iters: 36170/40000 || Lr: 0.002510 || Task Loss: 0.1674 || KD Loss: 0.2009|| Cost Time: 9:36:04 || Estimated Time: 1:00:59
2023-04-13 18:50:27,798 semantic_segmentation INFO: Iters: 36180/40000 || Lr: 0.002504 || Task Loss: 0.1920 || KD Loss: 0.2750|| Cost Time: 9:36:13 || Estimated Time: 1:00:50
2023-04-13 18:50:36,910 semantic_segmentation INFO: Iters: 36190/40000 || Lr: 0.002498 || Task Loss: 0.2159 || KD Loss: 0.2363|| Cost Time: 9:36:22 || Estimated Time: 1:00:40
2023-04-13 18:50:46,052 semantic_segmentation INFO: Iters: 36200/40000 || Lr: 0.002493 || Task Loss: 0.1881 || KD Loss: 0.2291|| Cost Time: 9:36:31 || Estimated Time: 1:00:31
2023-04-13 18:50:55,153 semantic_segmentation INFO: Iters: 36210/40000 || Lr: 0.002487 || Task Loss: 0.2124 || KD Loss: 0.2092|| Cost Time: 9:36:40 || Estimated Time: 1:00:21
2023-04-13 18:51:04,292 semantic_segmentation INFO: Iters: 36220/40000 || Lr: 0.002481 || Task Loss: 0.2092 || KD Loss: 0.2268|| Cost Time: 9:36:49 || Estimated Time: 1:00:11
2023-04-13 18:51:13,439 semantic_segmentation INFO: Iters: 36230/40000 || Lr: 0.002476 || Task Loss: 0.1701 || KD Loss: 0.2137|| Cost Time: 9:36:58 || Estimated Time: 1:00:02
2023-04-13 18:51:22,554 semantic_segmentation INFO: Iters: 36240/40000 || Lr: 0.002470 || Task Loss: 0.1916 || KD Loss: 0.2162|| Cost Time: 9:37:08 || Estimated Time: 0:59:52
2023-04-13 18:51:31,686 semantic_segmentation INFO: Iters: 36250/40000 || Lr: 0.002464 || Task Loss: 0.1447 || KD Loss: 0.2350|| Cost Time: 9:37:17 || Estimated Time: 0:59:43
2023-04-13 18:51:40,819 semantic_segmentation INFO: Iters: 36260/40000 || Lr: 0.002459 || Task Loss: 0.2019 || KD Loss: 0.2191|| Cost Time: 9:37:26 || Estimated Time: 0:59:33
2023-04-13 18:51:49,944 semantic_segmentation INFO: Iters: 36270/40000 || Lr: 0.002453 || Task Loss: 0.2812 || KD Loss: 0.2070|| Cost Time: 9:37:35 || Estimated Time: 0:59:23
2023-04-13 18:51:59,068 semantic_segmentation INFO: Iters: 36280/40000 || Lr: 0.002447 || Task Loss: 0.1962 || KD Loss: 0.2180|| Cost Time: 9:37:44 || Estimated Time: 0:59:14
2023-04-13 18:52:08,180 semantic_segmentation INFO: Iters: 36290/40000 || Lr: 0.002442 || Task Loss: 0.2036 || KD Loss: 0.2205|| Cost Time: 9:37:53 || Estimated Time: 0:59:04
2023-04-13 18:52:17,283 semantic_segmentation INFO: Iters: 36300/40000 || Lr: 0.002436 || Task Loss: 0.1631 || KD Loss: 0.1555|| Cost Time: 9:38:02 || Estimated Time: 0:58:55
2023-04-13 18:52:26,276 semantic_segmentation INFO: Iters: 36310/40000 || Lr: 0.002430 || Task Loss: 0.1542 || KD Loss: 0.2088|| Cost Time: 9:38:11 || Estimated Time: 0:58:45
2023-04-13 18:52:35,392 semantic_segmentation INFO: Iters: 36320/40000 || Lr: 0.002425 || Task Loss: 0.2722 || KD Loss: 0.2845|| Cost Time: 9:38:20 || Estimated Time: 0:58:35
2023-04-13 18:52:44,436 semantic_segmentation INFO: Iters: 36330/40000 || Lr: 0.002419 || Task Loss: 0.1970 || KD Loss: 0.2438|| Cost Time: 9:38:29 || Estimated Time: 0:58:26
2023-04-13 18:52:53,532 semantic_segmentation INFO: Iters: 36340/40000 || Lr: 0.002413 || Task Loss: 0.2323 || KD Loss: 0.2207|| Cost Time: 9:38:39 || Estimated Time: 0:58:16
2023-04-13 18:53:02,698 semantic_segmentation INFO: Iters: 36350/40000 || Lr: 0.002408 || Task Loss: 0.1795 || KD Loss: 0.2049|| Cost Time: 9:38:48 || Estimated Time: 0:58:07
2023-04-13 18:53:11,841 semantic_segmentation INFO: Iters: 36360/40000 || Lr: 0.002402 || Task Loss: 0.1951 || KD Loss: 0.2021|| Cost Time: 9:38:57 || Estimated Time: 0:57:57
2023-04-13 18:53:20,933 semantic_segmentation INFO: Iters: 36370/40000 || Lr: 0.002396 || Task Loss: 0.1931 || KD Loss: 0.2094|| Cost Time: 9:39:06 || Estimated Time: 0:57:47
2023-04-13 18:53:29,994 semantic_segmentation INFO: Iters: 36380/40000 || Lr: 0.002391 || Task Loss: 0.2035 || KD Loss: 0.1727|| Cost Time: 9:39:15 || Estimated Time: 0:57:38
2023-04-13 18:53:39,080 semantic_segmentation INFO: Iters: 36390/40000 || Lr: 0.002385 || Task Loss: 0.1972 || KD Loss: 0.3012|| Cost Time: 9:39:24 || Estimated Time: 0:57:28
2023-04-13 18:53:48,172 semantic_segmentation INFO: Iters: 36400/40000 || Lr: 0.002379 || Task Loss: 0.1776 || KD Loss: 0.1639|| Cost Time: 9:39:33 || Estimated Time: 0:57:19
2023-04-13 18:53:48,458 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 18:53:50,740 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.421
2023-04-13 18:53:51,187 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.520
2023-04-13 18:53:51,386 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.514
2023-04-13 18:53:51,478 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.540
2023-04-13 18:53:51,572 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.558
2023-04-13 18:53:51,654 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.561
2023-04-13 18:53:51,727 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.559
2023-04-13 18:53:51,803 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.598
2023-04-13 18:53:51,877 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.646
2023-04-13 18:53:51,954 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.699
2023-04-13 18:53:52,030 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.706
2023-04-13 18:53:52,100 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.732
2023-04-13 18:53:52,175 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.739
2023-04-13 18:53:52,253 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.735
2023-04-13 18:53:52,336 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.731
2023-04-13 18:53:52,416 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.722
2023-04-13 18:53:52,492 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.724
2023-04-13 18:53:52,573 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.727
2023-04-13 18:53:52,653 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.735
2023-04-13 18:53:52,729 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.743
2023-04-13 18:53:52,808 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.743
2023-04-13 18:53:52,889 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.715
2023-04-13 18:53:52,965 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.713
2023-04-13 18:53:53,043 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.722
2023-04-13 18:53:53,120 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-13 18:53:53,199 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.734
2023-04-13 18:53:53,274 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.723
2023-04-13 18:53:53,348 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.721
2023-04-13 18:53:53,424 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-13 18:53:53,510 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.725
2023-04-13 18:53:53,588 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.724
2023-04-13 18:53:53,664 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.723
2023-04-13 18:53:53,737 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.725
2023-04-13 18:53:53,812 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.725
2023-04-13 18:53:53,898 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.727
2023-04-13 18:53:53,969 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.728
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2023-04-13 18:53:54,885 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.718
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2023-04-13 18:53:55,036 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.721
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2023-04-13 18:54:08,594 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:54:08,656 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:54:08,720 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:54:08,787 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:54:08,858 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:54:08,928 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:54:08,997 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:54:09,066 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:54:09,136 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:54:09,204 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-13 18:54:09,272 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:54:09,339 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:54:09,409 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-13 18:54:09,483 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 18:54:09,558 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 18:54:09,629 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.952, mIoU: 0.739
2023-04-13 18:54:09,699 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 18:54:09,767 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 18:54:09,837 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 18:54:09,906 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-13 18:54:10,186 semantic_segmentation INFO: Overall validation pixAcc: 95.593, mIoU: 74.963
2023-04-13 18:54:19,199 semantic_segmentation INFO: Iters: 36410/40000 || Lr: 0.002373 || Task Loss: 0.2888 || KD Loss: 0.3016|| Cost Time: 9:40:04 || Estimated Time: 0:57:11
2023-04-13 18:54:28,303 semantic_segmentation INFO: Iters: 36420/40000 || Lr: 0.002368 || Task Loss: 0.1758 || KD Loss: 0.2034|| Cost Time: 9:40:13 || Estimated Time: 0:57:02
2023-04-13 18:54:37,307 semantic_segmentation INFO: Iters: 36430/40000 || Lr: 0.002362 || Task Loss: 0.2090 || KD Loss: 0.2820|| Cost Time: 9:40:22 || Estimated Time: 0:56:52
2023-04-13 18:54:46,341 semantic_segmentation INFO: Iters: 36440/40000 || Lr: 0.002356 || Task Loss: 0.1283 || KD Loss: 0.2019|| Cost Time: 9:40:31 || Estimated Time: 0:56:42
2023-04-13 18:54:55,395 semantic_segmentation INFO: Iters: 36450/40000 || Lr: 0.002351 || Task Loss: 0.2042 || KD Loss: 0.1772|| Cost Time: 9:40:40 || Estimated Time: 0:56:33
2023-04-13 18:55:04,474 semantic_segmentation INFO: Iters: 36460/40000 || Lr: 0.002345 || Task Loss: 0.1929 || KD Loss: 0.2157|| Cost Time: 9:40:50 || Estimated Time: 0:56:23
2023-04-13 18:55:13,516 semantic_segmentation INFO: Iters: 36470/40000 || Lr: 0.002339 || Task Loss: 0.2208 || KD Loss: 0.2931|| Cost Time: 9:40:59 || Estimated Time: 0:56:14
2023-04-13 18:55:22,450 semantic_segmentation INFO: Iters: 36480/40000 || Lr: 0.002334 || Task Loss: 0.2042 || KD Loss: 0.2182|| Cost Time: 9:41:08 || Estimated Time: 0:56:04
2023-04-13 18:55:31,558 semantic_segmentation INFO: Iters: 36490/40000 || Lr: 0.002328 || Task Loss: 0.2177 || KD Loss: 0.2331|| Cost Time: 9:41:17 || Estimated Time: 0:55:54
2023-04-13 18:55:40,531 semantic_segmentation INFO: Iters: 36500/40000 || Lr: 0.002322 || Task Loss: 0.2482 || KD Loss: 0.2838|| Cost Time: 9:41:26 || Estimated Time: 0:55:45
2023-04-13 18:55:49,670 semantic_segmentation INFO: Iters: 36510/40000 || Lr: 0.002316 || Task Loss: 0.3504 || KD Loss: 0.1795|| Cost Time: 9:41:35 || Estimated Time: 0:55:35
2023-04-13 18:55:58,810 semantic_segmentation INFO: Iters: 36520/40000 || Lr: 0.002311 || Task Loss: 0.1587 || KD Loss: 0.2383|| Cost Time: 9:41:44 || Estimated Time: 0:55:26
2023-04-13 18:56:07,879 semantic_segmentation INFO: Iters: 36530/40000 || Lr: 0.002305 || Task Loss: 0.1826 || KD Loss: 0.2796|| Cost Time: 9:41:53 || Estimated Time: 0:55:16
2023-04-13 18:56:16,983 semantic_segmentation INFO: Iters: 36540/40000 || Lr: 0.002299 || Task Loss: 0.2420 || KD Loss: 0.2363|| Cost Time: 9:42:02 || Estimated Time: 0:55:06
2023-04-13 18:56:26,115 semantic_segmentation INFO: Iters: 36550/40000 || Lr: 0.002294 || Task Loss: 0.4433 || KD Loss: 0.2661|| Cost Time: 9:42:11 || Estimated Time: 0:54:57
2023-04-13 18:56:35,215 semantic_segmentation INFO: Iters: 36560/40000 || Lr: 0.002288 || Task Loss: 0.2865 || KD Loss: 0.2555|| Cost Time: 9:42:20 || Estimated Time: 0:54:47
2023-04-13 18:56:44,315 semantic_segmentation INFO: Iters: 36570/40000 || Lr: 0.002282 || Task Loss: 0.2697 || KD Loss: 0.2370|| Cost Time: 9:42:29 || Estimated Time: 0:54:38
2023-04-13 18:56:53,395 semantic_segmentation INFO: Iters: 36580/40000 || Lr: 0.002276 || Task Loss: 0.1864 || KD Loss: 0.2554|| Cost Time: 9:42:38 || Estimated Time: 0:54:28
2023-04-13 18:57:02,511 semantic_segmentation INFO: Iters: 36590/40000 || Lr: 0.002271 || Task Loss: 0.1539 || KD Loss: 0.2478|| Cost Time: 9:42:48 || Estimated Time: 0:54:18
2023-04-13 18:57:11,569 semantic_segmentation INFO: Iters: 36600/40000 || Lr: 0.002265 || Task Loss: 0.1793 || KD Loss: 0.2543|| Cost Time: 9:42:57 || Estimated Time: 0:54:09
2023-04-13 18:57:20,653 semantic_segmentation INFO: Iters: 36610/40000 || Lr: 0.002259 || Task Loss: 0.1854 || KD Loss: 0.2195|| Cost Time: 9:43:06 || Estimated Time: 0:53:59
2023-04-13 18:57:29,740 semantic_segmentation INFO: Iters: 36620/40000 || Lr: 0.002253 || Task Loss: 0.2349 || KD Loss: 0.1850|| Cost Time: 9:43:15 || Estimated Time: 0:53:50
2023-04-13 18:57:38,720 semantic_segmentation INFO: Iters: 36630/40000 || Lr: 0.002248 || Task Loss: 0.1978 || KD Loss: 0.2594|| Cost Time: 9:43:24 || Estimated Time: 0:53:40
2023-04-13 18:57:47,873 semantic_segmentation INFO: Iters: 36640/40000 || Lr: 0.002242 || Task Loss: 0.1881 || KD Loss: 0.1899|| Cost Time: 9:43:33 || Estimated Time: 0:53:30
2023-04-13 18:57:56,928 semantic_segmentation INFO: Iters: 36650/40000 || Lr: 0.002236 || Task Loss: 0.2330 || KD Loss: 0.2109|| Cost Time: 9:43:42 || Estimated Time: 0:53:21
2023-04-13 18:58:06,038 semantic_segmentation INFO: Iters: 36660/40000 || Lr: 0.002231 || Task Loss: 0.2249 || KD Loss: 0.2411|| Cost Time: 9:43:51 || Estimated Time: 0:53:11
2023-04-13 18:58:15,116 semantic_segmentation INFO: Iters: 36670/40000 || Lr: 0.002225 || Task Loss: 0.1473 || KD Loss: 0.1985|| Cost Time: 9:44:00 || Estimated Time: 0:53:02
2023-04-13 18:58:24,234 semantic_segmentation INFO: Iters: 36680/40000 || Lr: 0.002219 || Task Loss: 0.1466 || KD Loss: 0.1551|| Cost Time: 9:44:09 || Estimated Time: 0:52:52
2023-04-13 18:58:33,280 semantic_segmentation INFO: Iters: 36690/40000 || Lr: 0.002213 || Task Loss: 0.2365 || KD Loss: 0.2827|| Cost Time: 9:44:18 || Estimated Time: 0:52:42
2023-04-13 18:58:42,451 semantic_segmentation INFO: Iters: 36700/40000 || Lr: 0.002208 || Task Loss: 0.2241 || KD Loss: 0.2951|| Cost Time: 9:44:28 || Estimated Time: 0:52:33
2023-04-13 18:58:51,513 semantic_segmentation INFO: Iters: 36710/40000 || Lr: 0.002202 || Task Loss: 0.1846 || KD Loss: 0.1766|| Cost Time: 9:44:37 || Estimated Time: 0:52:23
2023-04-13 18:59:00,617 semantic_segmentation INFO: Iters: 36720/40000 || Lr: 0.002196 || Task Loss: 0.1861 || KD Loss: 0.2286|| Cost Time: 9:44:46 || Estimated Time: 0:52:14
2023-04-13 18:59:09,702 semantic_segmentation INFO: Iters: 36730/40000 || Lr: 0.002190 || Task Loss: 0.1963 || KD Loss: 0.2584|| Cost Time: 9:44:55 || Estimated Time: 0:52:04
2023-04-13 18:59:18,813 semantic_segmentation INFO: Iters: 36740/40000 || Lr: 0.002185 || Task Loss: 0.1750 || KD Loss: 0.2144|| Cost Time: 9:45:04 || Estimated Time: 0:51:54
2023-04-13 18:59:27,890 semantic_segmentation INFO: Iters: 36750/40000 || Lr: 0.002179 || Task Loss: 0.2143 || KD Loss: 0.3047|| Cost Time: 9:45:13 || Estimated Time: 0:51:45
2023-04-13 18:59:36,996 semantic_segmentation INFO: Iters: 36760/40000 || Lr: 0.002173 || Task Loss: 0.2326 || KD Loss: 0.2557|| Cost Time: 9:45:22 || Estimated Time: 0:51:35
2023-04-13 18:59:46,100 semantic_segmentation INFO: Iters: 36770/40000 || Lr: 0.002167 || Task Loss: 0.2543 || KD Loss: 0.2415|| Cost Time: 9:45:31 || Estimated Time: 0:51:26
2023-04-13 18:59:55,222 semantic_segmentation INFO: Iters: 36780/40000 || Lr: 0.002162 || Task Loss: 0.2086 || KD Loss: 0.1900|| Cost Time: 9:45:40 || Estimated Time: 0:51:16
2023-04-13 19:00:04,316 semantic_segmentation INFO: Iters: 36790/40000 || Lr: 0.002156 || Task Loss: 0.1800 || KD Loss: 0.1946|| Cost Time: 9:45:49 || Estimated Time: 0:51:06
2023-04-13 19:00:13,411 semantic_segmentation INFO: Iters: 36800/40000 || Lr: 0.002150 || Task Loss: 0.2358 || KD Loss: 0.2074|| Cost Time: 9:45:58 || Estimated Time: 0:50:57
2023-04-13 19:00:13,697 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 19:00:16,402 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.416
2023-04-13 19:00:16,518 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.517
2023-04-13 19:00:16,632 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.525
2023-04-13 19:00:16,727 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.548
2023-04-13 19:00:16,803 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.562
2023-04-13 19:00:16,882 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.566
2023-04-13 19:00:16,958 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.583
2023-04-13 19:00:17,049 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.618
2023-04-13 19:00:17,119 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.661
2023-04-13 19:00:17,188 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.718
2023-04-13 19:00:17,259 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.725
2023-04-13 19:00:17,329 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.749
2023-04-13 19:00:17,401 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.751
2023-04-13 19:00:17,473 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.744
2023-04-13 19:00:17,553 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.742
2023-04-13 19:00:17,630 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.732
2023-04-13 19:00:17,713 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.733
2023-04-13 19:00:17,796 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.737
2023-04-13 19:00:17,876 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.743
2023-04-13 19:00:17,950 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.750
2023-04-13 19:00:18,025 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.750
2023-04-13 19:00:18,104 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.759
2023-04-13 19:00:18,187 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.756
2023-04-13 19:00:18,264 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.763
2023-04-13 19:00:18,341 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.774
2023-04-13 19:00:18,422 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.775
2023-04-13 19:00:18,498 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:00:18,575 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:00:18,648 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:00:18,726 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:00:18,806 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:00:18,880 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.763
2023-04-13 19:00:18,954 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.764
2023-04-13 19:00:19,029 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:00:19,101 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.764
2023-04-13 19:00:19,178 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.764
2023-04-13 19:00:19,249 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:00:19,327 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 19:00:19,406 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.750
2023-04-13 19:00:19,481 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.751
2023-04-13 19:00:19,556 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-13 19:00:19,634 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 19:00:19,708 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-13 19:00:19,785 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-13 19:00:19,860 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-13 19:00:19,935 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.749
2023-04-13 19:00:20,011 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.749
2023-04-13 19:00:20,096 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.748
2023-04-13 19:00:20,173 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.752
2023-04-13 19:00:20,255 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.754
2023-04-13 19:00:20,332 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-13 19:00:20,410 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-13 19:00:20,485 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:00:20,566 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.761
2023-04-13 19:00:20,643 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:00:20,721 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-13 19:00:20,794 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.751
2023-04-13 19:00:20,873 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:00:20,953 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:00:21,028 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-13 19:00:21,100 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:00:21,179 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:00:21,254 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:00:21,334 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:00:21,408 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:00:21,482 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:00:21,555 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:00:21,627 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:00:21,701 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.759
2023-04-13 19:00:21,773 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:00:21,846 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:00:21,922 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:00:22,007 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:00:22,092 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:00:22,170 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:00:22,249 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:00:22,321 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:00:22,393 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:00:22,467 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:00:22,541 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:00:22,618 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:00:22,697 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:00:22,772 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:00:22,844 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:00:22,917 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:22,986 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:23,059 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:23,135 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:23,204 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:23,275 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:23,343 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:23,416 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-13 19:00:23,490 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-13 19:00:23,567 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-13 19:00:23,647 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-13 19:00:23,722 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-13 19:00:23,797 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-13 19:00:23,873 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-13 19:00:23,957 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 19:00:24,029 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 19:00:24,101 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.758
2023-04-13 19:00:24,179 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:24,257 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:24,340 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:24,417 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:24,491 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:24,567 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:24,641 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-13 19:00:24,715 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-13 19:00:24,789 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:24,864 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:24,939 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.755
2023-04-13 19:00:25,018 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:25,094 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:25,170 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 19:00:25,250 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 19:00:25,323 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:25,401 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:25,481 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:25,559 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:25,637 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:25,711 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:25,783 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:25,857 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:25,928 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-13 19:00:26,002 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.758
2023-04-13 19:00:26,072 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.760
2023-04-13 19:00:26,142 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.760
2023-04-13 19:00:26,218 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.759
2023-04-13 19:00:26,298 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.759
2023-04-13 19:00:26,379 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.759
2023-04-13 19:00:26,456 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.759
2023-04-13 19:00:26,530 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.759
2023-04-13 19:00:26,606 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.947, mIoU: 0.758
2023-04-13 19:00:26,682 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-13 19:00:26,756 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:00:26,830 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:00:26,906 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:00:26,981 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-13 19:00:27,057 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 19:00:27,131 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-13 19:00:27,207 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 19:00:27,281 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 19:00:27,351 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:27,427 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:27,508 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 19:00:27,580 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:27,658 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:27,736 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:27,817 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:00:27,894 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:27,970 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:28,044 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:28,119 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:00:28,197 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:28,274 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 19:00:28,350 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 19:00:28,426 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:28,502 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:28,576 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.757
2023-04-13 19:00:28,650 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:00:28,719 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 19:00:28,792 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.947, mIoU: 0.753
2023-04-13 19:00:28,867 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 19:00:28,942 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-13 19:00:29,017 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:29,094 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:29,175 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:29,252 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 19:00:29,334 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 19:00:29,408 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 19:00:29,483 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 19:00:29,558 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-13 19:00:29,634 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 19:00:29,707 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:29,785 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-13 19:00:29,861 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 19:00:29,935 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 19:00:30,011 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 19:00:30,086 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 19:00:30,160 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 19:00:30,238 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 19:00:30,310 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-13 19:00:30,385 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 19:00:30,463 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 19:00:30,540 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 19:00:30,613 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 19:00:30,687 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 19:00:30,761 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-13 19:00:30,837 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 19:00:30,911 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 19:00:30,981 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 19:00:31,054 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 19:00:31,125 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 19:00:31,200 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 19:00:31,271 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 19:00:31,351 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 19:00:31,430 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 19:00:31,507 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 19:00:31,582 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-13 19:00:31,657 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 19:00:31,730 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-13 19:00:31,802 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 19:00:31,875 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 19:00:31,950 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 19:00:32,028 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 19:00:32,107 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 19:00:32,185 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 19:00:32,259 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 19:00:32,338 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 19:00:32,411 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 19:00:32,483 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 19:00:32,555 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-13 19:00:32,627 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 19:00:32,699 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 19:00:32,772 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-13 19:00:32,849 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:32,929 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,002 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,072 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,143 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 19:00:33,211 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,280 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,349 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,416 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,482 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,548 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,614 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:00:33,679 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 19:00:33,744 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 19:00:33,808 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-13 19:00:33,870 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-13 19:00:33,934 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-13 19:00:33,999 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-13 19:00:34,065 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-13 19:00:34,132 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 19:00:34,199 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 19:00:34,270 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 19:00:34,340 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-13 19:00:34,411 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 19:00:34,483 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-13 19:00:34,555 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.951, mIoU: 0.743
2023-04-13 19:00:34,624 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.951, mIoU: 0.743
2023-04-13 19:00:34,696 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 19:00:34,769 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-13 19:00:34,839 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.951, mIoU: 0.746
2023-04-13 19:00:34,909 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 19:00:34,976 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 19:00:35,047 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 19:00:35,118 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-13 19:00:35,432 semantic_segmentation INFO: Overall validation pixAcc: 95.519, mIoU: 74.951
2023-04-13 19:00:44,508 semantic_segmentation INFO: Iters: 36810/40000 || Lr: 0.002144 || Task Loss: 0.1955 || KD Loss: 0.2486|| Cost Time: 9:46:30 || Estimated Time: 0:50:49
2023-04-13 19:00:53,368 semantic_segmentation INFO: Iters: 36820/40000 || Lr: 0.002138 || Task Loss: 0.4256 || KD Loss: 0.2939|| Cost Time: 9:46:38 || Estimated Time: 0:50:39
2023-04-13 19:01:02,226 semantic_segmentation INFO: Iters: 36830/40000 || Lr: 0.002133 || Task Loss: 0.1259 || KD Loss: 0.1838|| Cost Time: 9:46:47 || Estimated Time: 0:50:30
2023-04-13 19:01:11,101 semantic_segmentation INFO: Iters: 36840/40000 || Lr: 0.002127 || Task Loss: 0.1687 || KD Loss: 0.2076|| Cost Time: 9:46:56 || Estimated Time: 0:50:20
2023-04-13 19:01:20,137 semantic_segmentation INFO: Iters: 36850/40000 || Lr: 0.002121 || Task Loss: 0.1963 || KD Loss: 0.2556|| Cost Time: 9:47:05 || Estimated Time: 0:50:11
2023-04-13 19:01:29,163 semantic_segmentation INFO: Iters: 36860/40000 || Lr: 0.002115 || Task Loss: 0.2150 || KD Loss: 0.2118|| Cost Time: 9:47:14 || Estimated Time: 0:50:01
2023-04-13 19:01:38,156 semantic_segmentation INFO: Iters: 36870/40000 || Lr: 0.002110 || Task Loss: 0.1989 || KD Loss: 0.1664|| Cost Time: 9:47:23 || Estimated Time: 0:49:51
2023-04-13 19:01:47,160 semantic_segmentation INFO: Iters: 36880/40000 || Lr: 0.002104 || Task Loss: 0.1438 || KD Loss: 0.2794|| Cost Time: 9:47:32 || Estimated Time: 0:49:42
2023-04-13 19:01:56,065 semantic_segmentation INFO: Iters: 36890/40000 || Lr: 0.002098 || Task Loss: 0.3098 || KD Loss: 0.2168|| Cost Time: 9:47:41 || Estimated Time: 0:49:32
2023-04-13 19:02:05,131 semantic_segmentation INFO: Iters: 36900/40000 || Lr: 0.002092 || Task Loss: 0.2504 || KD Loss: 0.1785|| Cost Time: 9:47:50 || Estimated Time: 0:49:23
2023-04-13 19:02:14,153 semantic_segmentation INFO: Iters: 36910/40000 || Lr: 0.002086 || Task Loss: 0.1414 || KD Loss: 0.1966|| Cost Time: 9:47:59 || Estimated Time: 0:49:13
2023-04-13 19:02:23,070 semantic_segmentation INFO: Iters: 36920/40000 || Lr: 0.002081 || Task Loss: 0.1713 || KD Loss: 0.2350|| Cost Time: 9:48:08 || Estimated Time: 0:49:03
2023-04-13 19:02:32,142 semantic_segmentation INFO: Iters: 36930/40000 || Lr: 0.002075 || Task Loss: 0.1548 || KD Loss: 0.2378|| Cost Time: 9:48:17 || Estimated Time: 0:48:54
2023-04-13 19:02:41,147 semantic_segmentation INFO: Iters: 36940/40000 || Lr: 0.002069 || Task Loss: 0.1676 || KD Loss: 0.1934|| Cost Time: 9:48:26 || Estimated Time: 0:48:44
2023-04-13 19:02:50,115 semantic_segmentation INFO: Iters: 36950/40000 || Lr: 0.002063 || Task Loss: 0.1719 || KD Loss: 0.2086|| Cost Time: 9:48:35 || Estimated Time: 0:48:35
2023-04-13 19:02:59,135 semantic_segmentation INFO: Iters: 36960/40000 || Lr: 0.002058 || Task Loss: 0.2339 || KD Loss: 0.2477|| Cost Time: 9:48:44 || Estimated Time: 0:48:25
2023-04-13 19:03:08,145 semantic_segmentation INFO: Iters: 36970/40000 || Lr: 0.002052 || Task Loss: 0.1629 || KD Loss: 0.1591|| Cost Time: 9:48:53 || Estimated Time: 0:48:15
2023-04-13 19:03:17,166 semantic_segmentation INFO: Iters: 36980/40000 || Lr: 0.002046 || Task Loss: 0.1988 || KD Loss: 0.2174|| Cost Time: 9:49:02 || Estimated Time: 0:48:06
2023-04-13 19:03:26,181 semantic_segmentation INFO: Iters: 36990/40000 || Lr: 0.002040 || Task Loss: 0.1838 || KD Loss: 0.2491|| Cost Time: 9:49:11 || Estimated Time: 0:47:56
2023-04-13 19:03:35,260 semantic_segmentation INFO: Iters: 37000/40000 || Lr: 0.002034 || Task Loss: 0.3054 || KD Loss: 0.2593|| Cost Time: 9:49:20 || Estimated Time: 0:47:47
2023-04-13 19:03:44,285 semantic_segmentation INFO: Iters: 37010/40000 || Lr: 0.002029 || Task Loss: 0.1916 || KD Loss: 0.2971|| Cost Time: 9:49:29 || Estimated Time: 0:47:37
2023-04-13 19:03:53,285 semantic_segmentation INFO: Iters: 37020/40000 || Lr: 0.002023 || Task Loss: 0.1709 || KD Loss: 0.2785|| Cost Time: 9:49:38 || Estimated Time: 0:47:27
2023-04-13 19:04:02,294 semantic_segmentation INFO: Iters: 37030/40000 || Lr: 0.002017 || Task Loss: 0.2263 || KD Loss: 0.2144|| Cost Time: 9:49:47 || Estimated Time: 0:47:18
2023-04-13 19:04:11,212 semantic_segmentation INFO: Iters: 37040/40000 || Lr: 0.002011 || Task Loss: 0.1945 || KD Loss: 0.2285|| Cost Time: 9:49:56 || Estimated Time: 0:47:08
2023-04-13 19:04:20,230 semantic_segmentation INFO: Iters: 37050/40000 || Lr: 0.002005 || Task Loss: 0.1552 || KD Loss: 0.1929|| Cost Time: 9:50:05 || Estimated Time: 0:46:59
2023-04-13 19:04:29,220 semantic_segmentation INFO: Iters: 37060/40000 || Lr: 0.002000 || Task Loss: 0.2005 || KD Loss: 0.2226|| Cost Time: 9:50:14 || Estimated Time: 0:46:49
2023-04-13 19:04:38,213 semantic_segmentation INFO: Iters: 37070/40000 || Lr: 0.001994 || Task Loss: 0.1837 || KD Loss: 0.2224|| Cost Time: 9:50:23 || Estimated Time: 0:46:39
2023-04-13 19:04:47,259 semantic_segmentation INFO: Iters: 37080/40000 || Lr: 0.001988 || Task Loss: 0.2200 || KD Loss: 0.1286|| Cost Time: 9:50:32 || Estimated Time: 0:46:30
2023-04-13 19:04:56,256 semantic_segmentation INFO: Iters: 37090/40000 || Lr: 0.001982 || Task Loss: 0.1869 || KD Loss: 0.2119|| Cost Time: 9:50:41 || Estimated Time: 0:46:20
2023-04-13 19:05:05,339 semantic_segmentation INFO: Iters: 37100/40000 || Lr: 0.001976 || Task Loss: 0.1410 || KD Loss: 0.2086|| Cost Time: 9:50:50 || Estimated Time: 0:46:11
2023-04-13 19:05:14,169 semantic_segmentation INFO: Iters: 37110/40000 || Lr: 0.001970 || Task Loss: 0.1798 || KD Loss: 0.2491|| Cost Time: 9:50:59 || Estimated Time: 0:46:01
2023-04-13 19:05:23,284 semantic_segmentation INFO: Iters: 37120/40000 || Lr: 0.001965 || Task Loss: 0.2054 || KD Loss: 0.1898|| Cost Time: 9:51:08 || Estimated Time: 0:45:51
2023-04-13 19:05:32,378 semantic_segmentation INFO: Iters: 37130/40000 || Lr: 0.001959 || Task Loss: 0.1285 || KD Loss: 0.2306|| Cost Time: 9:51:17 || Estimated Time: 0:45:42
2023-04-13 19:05:41,241 semantic_segmentation INFO: Iters: 37140/40000 || Lr: 0.001953 || Task Loss: 0.1585 || KD Loss: 0.1597|| Cost Time: 9:51:26 || Estimated Time: 0:45:32
2023-04-13 19:05:50,358 semantic_segmentation INFO: Iters: 37150/40000 || Lr: 0.001947 || Task Loss: 0.2091 || KD Loss: 0.2382|| Cost Time: 9:51:35 || Estimated Time: 0:45:23
2023-04-13 19:05:59,360 semantic_segmentation INFO: Iters: 37160/40000 || Lr: 0.001941 || Task Loss: 0.1984 || KD Loss: 0.1975|| Cost Time: 9:51:44 || Estimated Time: 0:45:13
2023-04-13 19:06:08,445 semantic_segmentation INFO: Iters: 37170/40000 || Lr: 0.001935 || Task Loss: 0.1801 || KD Loss: 0.1882|| Cost Time: 9:51:53 || Estimated Time: 0:45:03
2023-04-13 19:06:17,476 semantic_segmentation INFO: Iters: 37180/40000 || Lr: 0.001930 || Task Loss: 0.2884 || KD Loss: 0.2229|| Cost Time: 9:52:03 || Estimated Time: 0:44:54
2023-04-13 19:06:26,502 semantic_segmentation INFO: Iters: 37190/40000 || Lr: 0.001924 || Task Loss: 0.2007 || KD Loss: 0.1502|| Cost Time: 9:52:12 || Estimated Time: 0:44:44
2023-04-13 19:06:35,458 semantic_segmentation INFO: Iters: 37200/40000 || Lr: 0.001918 || Task Loss: 0.2798 || KD Loss: 0.1992|| Cost Time: 9:52:21 || Estimated Time: 0:44:35
2023-04-13 19:06:35,769 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 19:06:38,571 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.418
2023-04-13 19:06:38,655 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.516
2023-04-13 19:06:38,733 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.526
2023-04-13 19:06:38,815 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.549
2023-04-13 19:06:38,903 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.577
2023-04-13 19:06:38,998 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.580
2023-04-13 19:06:39,075 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.572
2023-04-13 19:06:39,152 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.606
2023-04-13 19:06:39,224 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.653
2023-04-13 19:06:39,300 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.707
2023-04-13 19:06:39,375 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.711
2023-04-13 19:06:39,448 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.739
2023-04-13 19:06:39,526 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.740
2023-04-13 19:06:39,605 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.737
2023-04-13 19:06:39,680 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.733
2023-04-13 19:06:39,756 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.723
2023-04-13 19:06:39,825 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.725
2023-04-13 19:06:39,898 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.730
2023-04-13 19:06:39,971 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.737
2023-04-13 19:06:40,048 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.745
2023-04-13 19:06:40,125 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.745
2023-04-13 19:06:40,199 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.728
2023-04-13 19:06:40,275 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.726
2023-04-13 19:06:40,350 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.733
2023-04-13 19:06:40,422 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.747
2023-04-13 19:06:40,494 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.749
2023-04-13 19:06:40,568 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.736
2023-04-13 19:06:40,639 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-13 19:06:40,710 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.737
2023-04-13 19:06:40,784 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-13 19:06:40,867 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.743
2023-04-13 19:06:40,942 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.741
2023-04-13 19:06:41,011 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.743
2023-04-13 19:06:41,084 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.742
2023-04-13 19:06:41,162 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-13 19:06:41,236 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.743
2023-04-13 19:06:41,312 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-13 19:06:41,391 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-13 19:06:41,462 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.734
2023-04-13 19:06:41,535 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-13 19:06:41,608 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.737
2023-04-13 19:06:41,685 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.736
2023-04-13 19:06:41,765 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.737
2023-04-13 19:06:41,840 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-13 19:06:41,913 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.736
2023-04-13 19:06:41,989 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.736
2023-04-13 19:06:42,063 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.736
2023-04-13 19:06:42,140 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.736
2023-04-13 19:06:42,212 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.738
2023-04-13 19:06:42,285 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.740
2023-04-13 19:06:42,365 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.740
2023-04-13 19:06:42,438 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 19:06:42,517 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 19:06:42,596 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.749
2023-04-13 19:06:42,674 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 19:06:42,750 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-13 19:06:42,822 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-13 19:06:42,898 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-13 19:06:42,976 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.752
2023-04-13 19:06:43,048 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 19:06:43,126 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-13 19:06:43,208 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 19:06:43,289 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 19:06:43,366 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 19:06:43,442 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.756
2023-04-13 19:06:43,516 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 19:06:43,606 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:06:43,696 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-13 19:06:43,773 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:06:43,852 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:06:43,930 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:06:44,002 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:06:44,077 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 19:06:44,154 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 19:06:44,232 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:06:44,309 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-13 19:06:44,385 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 19:06:44,456 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 19:06:44,528 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 19:06:44,604 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-13 19:06:44,675 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.756
2023-04-13 19:06:44,746 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-13 19:06:44,818 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-13 19:06:44,891 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-13 19:06:44,968 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 19:06:45,048 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 19:06:45,125 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-13 19:06:45,202 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 19:06:45,280 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 19:06:45,353 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-13 19:06:45,429 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-13 19:06:45,502 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.759
2023-04-13 19:06:45,576 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.759
2023-04-13 19:06:45,650 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:06:45,733 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:06:45,810 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:06:45,889 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:45,964 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:46,037 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:06:46,118 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:06:46,195 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-13 19:06:46,265 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:06:46,342 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:06:46,427 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:06:46,505 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 19:06:46,581 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-13 19:06:46,662 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 19:06:46,738 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:06:46,816 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:06:46,896 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:06:46,975 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:06:47,048 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-13 19:06:47,125 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:06:47,199 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:06:47,267 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:06:47,337 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 19:06:47,411 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:06:47,484 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:06:47,560 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:06:47,644 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:06:47,725 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:06:47,803 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:06:47,880 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:06:47,954 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:06:48,026 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:06:48,098 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-13 19:06:48,173 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-13 19:06:48,254 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-13 19:06:48,331 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-13 19:06:48,407 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-13 19:06:48,483 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-13 19:06:48,556 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-13 19:06:48,628 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-13 19:06:48,700 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-13 19:06:48,773 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.759
2023-04-13 19:06:48,845 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:06:48,917 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:06:48,993 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:06:49,079 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:49,158 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:49,233 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:06:49,312 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:49,385 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:49,460 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:49,536 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:49,614 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:49,688 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:49,764 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:49,841 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:49,914 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:06:49,986 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:50,060 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:50,138 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:50,214 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:50,295 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:50,378 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:50,456 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:50,532 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:50,611 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:06:50,685 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:50,760 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:06:50,836 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:06:50,915 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:06:50,991 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:06:51,073 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:06:51,147 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 19:06:51,220 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 19:06:51,290 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 19:06:51,363 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:06:51,434 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:06:51,505 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:06:51,578 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:06:51,656 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.950, mIoU: 0.757
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2023-04-13 19:06:51,821 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-13 19:06:51,894 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:06:51,968 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.950, mIoU: 0.756
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2023-04-13 19:06:52,116 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:06:52,187 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:06:52,257 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:06:52,331 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:06:52,407 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:06:52,487 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:06:52,570 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 19:06:52,647 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 19:06:52,720 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 19:06:52,793 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 19:06:52,870 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 19:06:52,944 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-13 19:06:53,014 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:06:53,088 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:06:53,167 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:53,243 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:53,316 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:53,391 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:53,470 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:53,543 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:53,616 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:06:53,687 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:06:53,758 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:53,827 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:53,897 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:53,969 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:54,040 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:06:54,115 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 19:06:54,195 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 19:06:54,276 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:54,353 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:54,428 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:54,506 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:54,582 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:54,661 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:54,736 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:54,812 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:54,890 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:54,964 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:55,033 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:55,102 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:55,169 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-13 19:06:55,234 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 19:06:55,300 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 19:06:55,365 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 19:06:55,430 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 19:06:55,494 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.953, mIoU: 0.753
2023-04-13 19:06:55,559 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 19:06:55,624 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 19:06:55,690 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.953, mIoU: 0.753
2023-04-13 19:06:55,757 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 19:06:55,827 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 19:06:55,896 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 19:06:55,962 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 19:06:56,030 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 19:06:56,098 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 19:06:56,166 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-13 19:06:56,233 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 19:06:56,298 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 19:06:56,369 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 19:06:56,444 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-13 19:06:56,519 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 19:06:56,592 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 19:06:56,663 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 19:06:56,733 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-13 19:06:56,803 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-13 19:06:56,873 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-13 19:06:56,942 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.952, mIoU: 0.751
2023-04-13 19:06:57,008 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-13 19:06:57,072 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.952, mIoU: 0.751
2023-04-13 19:06:57,139 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-13 19:06:57,206 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-13 19:06:57,362 semantic_segmentation INFO: Overall validation pixAcc: 95.599, mIoU: 75.748
2023-04-13 19:07:06,485 semantic_segmentation INFO: Iters: 37210/40000 || Lr: 0.001912 || Task Loss: 0.1670 || KD Loss: 0.1929|| Cost Time: 9:52:52 || Estimated Time: 0:44:27
2023-04-13 19:07:15,310 semantic_segmentation INFO: Iters: 37220/40000 || Lr: 0.001906 || Task Loss: 0.2189 || KD Loss: 0.2906|| Cost Time: 9:53:00 || Estimated Time: 0:44:17
2023-04-13 19:07:24,287 semantic_segmentation INFO: Iters: 37230/40000 || Lr: 0.001900 || Task Loss: 0.1726 || KD Loss: 0.1652|| Cost Time: 9:53:09 || Estimated Time: 0:44:07
2023-04-13 19:07:33,260 semantic_segmentation INFO: Iters: 37240/40000 || Lr: 0.001895 || Task Loss: 0.2024 || KD Loss: 0.1970|| Cost Time: 9:53:18 || Estimated Time: 0:43:58
2023-04-13 19:07:42,005 semantic_segmentation INFO: Iters: 37250/40000 || Lr: 0.001889 || Task Loss: 0.2137 || KD Loss: 0.2683|| Cost Time: 9:53:27 || Estimated Time: 0:43:48
2023-04-13 19:07:51,066 semantic_segmentation INFO: Iters: 37260/40000 || Lr: 0.001883 || Task Loss: 0.1693 || KD Loss: 0.2388|| Cost Time: 9:53:36 || Estimated Time: 0:43:39
2023-04-13 19:08:00,154 semantic_segmentation INFO: Iters: 37270/40000 || Lr: 0.001877 || Task Loss: 0.2080 || KD Loss: 0.1703|| Cost Time: 9:53:45 || Estimated Time: 0:43:29
2023-04-13 19:08:09,173 semantic_segmentation INFO: Iters: 37280/40000 || Lr: 0.001871 || Task Loss: 0.2267 || KD Loss: 0.1783|| Cost Time: 9:53:54 || Estimated Time: 0:43:19
2023-04-13 19:08:18,146 semantic_segmentation INFO: Iters: 37290/40000 || Lr: 0.001865 || Task Loss: 0.1619 || KD Loss: 0.1725|| Cost Time: 9:54:03 || Estimated Time: 0:43:10
2023-04-13 19:08:27,124 semantic_segmentation INFO: Iters: 37300/40000 || Lr: 0.001859 || Task Loss: 0.1493 || KD Loss: 0.2321|| Cost Time: 9:54:12 || Estimated Time: 0:43:00
2023-04-13 19:08:36,030 semantic_segmentation INFO: Iters: 37310/40000 || Lr: 0.001854 || Task Loss: 0.1992 || KD Loss: 0.2466|| Cost Time: 9:54:21 || Estimated Time: 0:42:51
2023-04-13 19:08:45,022 semantic_segmentation INFO: Iters: 37320/40000 || Lr: 0.001848 || Task Loss: 0.1673 || KD Loss: 0.2757|| Cost Time: 9:54:30 || Estimated Time: 0:42:41
2023-04-13 19:08:54,087 semantic_segmentation INFO: Iters: 37330/40000 || Lr: 0.001842 || Task Loss: 0.2073 || KD Loss: 0.2520|| Cost Time: 9:54:39 || Estimated Time: 0:42:31
2023-04-13 19:09:03,125 semantic_segmentation INFO: Iters: 37340/40000 || Lr: 0.001836 || Task Loss: 0.2031 || KD Loss: 0.1993|| Cost Time: 9:54:48 || Estimated Time: 0:42:22
2023-04-13 19:09:12,157 semantic_segmentation INFO: Iters: 37350/40000 || Lr: 0.001830 || Task Loss: 0.1917 || KD Loss: 0.1704|| Cost Time: 9:54:57 || Estimated Time: 0:42:12
2023-04-13 19:09:21,178 semantic_segmentation INFO: Iters: 37360/40000 || Lr: 0.001824 || Task Loss: 0.2185 || KD Loss: 0.1758|| Cost Time: 9:55:06 || Estimated Time: 0:42:03
2023-04-13 19:09:30,166 semantic_segmentation INFO: Iters: 37370/40000 || Lr: 0.001818 || Task Loss: 0.2789 || KD Loss: 0.2264|| Cost Time: 9:55:15 || Estimated Time: 0:41:53
2023-04-13 19:09:39,233 semantic_segmentation INFO: Iters: 37380/40000 || Lr: 0.001812 || Task Loss: 0.1643 || KD Loss: 0.1810|| Cost Time: 9:55:24 || Estimated Time: 0:41:43
2023-04-13 19:09:48,292 semantic_segmentation INFO: Iters: 37390/40000 || Lr: 0.001807 || Task Loss: 0.1414 || KD Loss: 0.2029|| Cost Time: 9:55:33 || Estimated Time: 0:41:34
2023-04-13 19:09:57,218 semantic_segmentation INFO: Iters: 37400/40000 || Lr: 0.001801 || Task Loss: 0.1869 || KD Loss: 0.2009|| Cost Time: 9:55:42 || Estimated Time: 0:41:24
2023-04-13 19:10:06,285 semantic_segmentation INFO: Iters: 37410/40000 || Lr: 0.001795 || Task Loss: 0.1998 || KD Loss: 0.2646|| Cost Time: 9:55:51 || Estimated Time: 0:41:15
2023-04-13 19:10:15,294 semantic_segmentation INFO: Iters: 37420/40000 || Lr: 0.001789 || Task Loss: 0.1753 || KD Loss: 0.1721|| Cost Time: 9:56:00 || Estimated Time: 0:41:05
2023-04-13 19:10:24,256 semantic_segmentation INFO: Iters: 37430/40000 || Lr: 0.001783 || Task Loss: 0.1889 || KD Loss: 0.1832|| Cost Time: 9:56:09 || Estimated Time: 0:40:55
2023-04-13 19:10:33,289 semantic_segmentation INFO: Iters: 37440/40000 || Lr: 0.001777 || Task Loss: 0.1891 || KD Loss: 0.2070|| Cost Time: 9:56:18 || Estimated Time: 0:40:46
2023-04-13 19:10:42,330 semantic_segmentation INFO: Iters: 37450/40000 || Lr: 0.001771 || Task Loss: 0.2284 || KD Loss: 0.1606|| Cost Time: 9:56:27 || Estimated Time: 0:40:36
2023-04-13 19:10:51,103 semantic_segmentation INFO: Iters: 37460/40000 || Lr: 0.001765 || Task Loss: 0.2148 || KD Loss: 0.2107|| Cost Time: 9:56:36 || Estimated Time: 0:40:27
2023-04-13 19:11:00,217 semantic_segmentation INFO: Iters: 37470/40000 || Lr: 0.001759 || Task Loss: 0.2245 || KD Loss: 0.2678|| Cost Time: 9:56:45 || Estimated Time: 0:40:17
2023-04-13 19:11:09,336 semantic_segmentation INFO: Iters: 37480/40000 || Lr: 0.001754 || Task Loss: 0.1654 || KD Loss: 0.2221|| Cost Time: 9:56:54 || Estimated Time: 0:40:08
2023-04-13 19:11:18,412 semantic_segmentation INFO: Iters: 37490/40000 || Lr: 0.001748 || Task Loss: 0.1103 || KD Loss: 0.1795|| Cost Time: 9:57:03 || Estimated Time: 0:39:58
2023-04-13 19:11:27,449 semantic_segmentation INFO: Iters: 37500/40000 || Lr: 0.001742 || Task Loss: 0.2463 || KD Loss: 0.1470|| Cost Time: 9:57:13 || Estimated Time: 0:39:48
2023-04-13 19:11:36,523 semantic_segmentation INFO: Iters: 37510/40000 || Lr: 0.001736 || Task Loss: 0.1733 || KD Loss: 0.1641|| Cost Time: 9:57:22 || Estimated Time: 0:39:39
2023-04-13 19:11:45,438 semantic_segmentation INFO: Iters: 37520/40000 || Lr: 0.001730 || Task Loss: 0.1660 || KD Loss: 0.2042|| Cost Time: 9:57:30 || Estimated Time: 0:39:29
2023-04-13 19:11:54,373 semantic_segmentation INFO: Iters: 37530/40000 || Lr: 0.001724 || Task Loss: 0.2938 || KD Loss: 0.2272|| Cost Time: 9:57:39 || Estimated Time: 0:39:20
2023-04-13 19:12:03,474 semantic_segmentation INFO: Iters: 37540/40000 || Lr: 0.001718 || Task Loss: 0.1786 || KD Loss: 0.2012|| Cost Time: 9:57:49 || Estimated Time: 0:39:10
2023-04-13 19:12:12,477 semantic_segmentation INFO: Iters: 37550/40000 || Lr: 0.001712 || Task Loss: 0.3124 || KD Loss: 0.2745|| Cost Time: 9:57:58 || Estimated Time: 0:39:00
2023-04-13 19:12:21,553 semantic_segmentation INFO: Iters: 37560/40000 || Lr: 0.001706 || Task Loss: 0.1628 || KD Loss: 0.2735|| Cost Time: 9:58:07 || Estimated Time: 0:38:51
2023-04-13 19:12:30,624 semantic_segmentation INFO: Iters: 37570/40000 || Lr: 0.001700 || Task Loss: 0.1515 || KD Loss: 0.2486|| Cost Time: 9:58:16 || Estimated Time: 0:38:41
2023-04-13 19:12:39,706 semantic_segmentation INFO: Iters: 37580/40000 || Lr: 0.001694 || Task Loss: 0.3823 || KD Loss: 0.2472|| Cost Time: 9:58:25 || Estimated Time: 0:38:32
2023-04-13 19:12:48,751 semantic_segmentation INFO: Iters: 37590/40000 || Lr: 0.001688 || Task Loss: 0.2176 || KD Loss: 0.1887|| Cost Time: 9:58:34 || Estimated Time: 0:38:22
2023-04-13 19:12:57,748 semantic_segmentation INFO: Iters: 37600/40000 || Lr: 0.001683 || Task Loss: 0.3085 || KD Loss: 0.2644|| Cost Time: 9:58:43 || Estimated Time: 0:38:12
2023-04-13 19:12:58,061 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 19:13:00,483 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.415
2023-04-13 19:13:00,938 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.518
2023-04-13 19:13:01,030 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.526
2023-04-13 19:13:01,128 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.546
2023-04-13 19:13:01,216 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.565
2023-04-13 19:13:01,303 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.569
2023-04-13 19:13:01,383 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.584
2023-04-13 19:13:01,450 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.620
2023-04-13 19:13:01,523 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.662
2023-04-13 19:13:01,603 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.718
2023-04-13 19:13:01,683 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.726
2023-04-13 19:13:01,756 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.753
2023-04-13 19:13:01,830 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.757
2023-04-13 19:13:01,913 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.753
2023-04-13 19:13:01,985 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.749
2023-04-13 19:13:02,057 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.738
2023-04-13 19:13:02,132 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.738
2023-04-13 19:13:02,212 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.744
2023-04-13 19:13:02,297 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.752
2023-04-13 19:13:02,375 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.760
2023-04-13 19:13:02,452 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.760
2023-04-13 19:13:02,526 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.960, mIoU: 0.762
2023-04-13 19:13:02,603 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.759
2023-04-13 19:13:02,675 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.766
2023-04-13 19:13:02,751 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.958, mIoU: 0.778
2023-04-13 19:13:02,834 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.958, mIoU: 0.779
2023-04-13 19:13:02,913 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.765
2023-04-13 19:13:02,991 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:13:03,064 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.761
2023-04-13 19:13:03,140 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.767
2023-04-13 19:13:03,212 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.766
2023-04-13 19:13:03,286 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.955, mIoU: 0.764
2023-04-13 19:13:03,361 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.956, mIoU: 0.765
2023-04-13 19:13:03,445 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.764
2023-04-13 19:13:03,520 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.766
2023-04-13 19:13:03,591 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.766
2023-04-13 19:13:03,668 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:13:03,746 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:13:03,825 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.754
2023-04-13 19:13:03,895 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-13 19:13:03,973 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-13 19:13:04,052 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.754
2023-04-13 19:13:04,128 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-13 19:13:04,207 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.756
2023-04-13 19:13:04,282 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-13 19:13:04,359 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.755
2023-04-13 19:13:04,443 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.755
2023-04-13 19:13:04,518 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.754
2023-04-13 19:13:04,590 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.756
2023-04-13 19:13:04,664 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.957, mIoU: 0.758
2023-04-13 19:13:04,743 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.758
2023-04-13 19:13:04,819 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.762
2023-04-13 19:13:04,893 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.762
2023-04-13 19:13:04,973 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.765
2023-04-13 19:13:05,051 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-13 19:13:05,130 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.760
2023-04-13 19:13:05,202 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.760
2023-04-13 19:13:05,279 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.767
2023-04-13 19:13:05,355 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.770
2023-04-13 19:13:05,435 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:13:05,513 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:13:05,594 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.772
2023-04-13 19:13:05,671 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:13:05,747 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:13:05,821 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.769
2023-04-13 19:13:05,894 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:13:05,963 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:13:06,039 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.769
2023-04-13 19:13:06,117 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:13:06,198 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:13:06,277 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.768
2023-04-13 19:13:06,357 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.768
2023-04-13 19:13:06,436 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:13:06,515 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:13:06,590 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.768
2023-04-13 19:13:06,665 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:13:06,739 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:13:06,817 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:13:06,894 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:13:06,966 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:13:07,040 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.769
2023-04-13 19:13:07,114 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:13:07,187 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.768
2023-04-13 19:13:07,262 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:13:07,347 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:13:07,425 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:13:07,502 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:13:07,580 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:13:07,657 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:13:07,730 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:13:07,800 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:13:07,875 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:13:07,953 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:13:08,033 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:13:08,122 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:13:08,200 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:13:08,279 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:13:08,353 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:13:08,425 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:08,502 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:13:08,580 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:13:08,663 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:13:08,741 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:13:08,815 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:13:08,893 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:13:08,973 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 19:13:09,053 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-13 19:13:09,128 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-13 19:13:09,204 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:13:09,280 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:13:09,353 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:13:09,426 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:13:09,499 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:13:09,571 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:13:09,645 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:13:09,720 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-13 19:13:09,800 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:13:09,884 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:13:09,961 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:13:10,038 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:13:10,114 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:13:10,189 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:13:10,260 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-13 19:13:10,338 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:13:10,419 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:13:10,498 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-13 19:13:10,574 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.764
2023-04-13 19:13:10,651 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-13 19:13:10,727 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.949, mIoU: 0.764
2023-04-13 19:13:10,803 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-13 19:13:10,879 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-13 19:13:10,952 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-13 19:13:11,028 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-13 19:13:11,107 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:13:11,192 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:13:11,268 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:13:11,339 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:13:11,417 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:13:11,489 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:13:11,564 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:11,641 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-13 19:13:11,719 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-13 19:13:11,799 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-13 19:13:11,874 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:11,951 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:13:12,029 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:12,112 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:12,193 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:13:12,269 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:13:12,349 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:13:12,429 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:13:12,504 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:13:12,581 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:12,652 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:12,726 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:12,802 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:13:12,883 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:13:12,965 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:13,038 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:13,112 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:13:13,186 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:13:13,259 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:13:13,333 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:13:13,410 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:13:13,485 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:13:13,564 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:13:13,643 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:13:13,720 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:13,794 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:13:13,866 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:13:13,938 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:13:14,019 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:13:14,101 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:13:14,178 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:13:14,255 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:14,328 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:14,404 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:14,478 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:14,550 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:13:14,624 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:13:14,705 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:13:14,785 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:13:14,862 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:13:14,937 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:15,018 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:15,090 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:15,161 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:15,231 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:13:15,306 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-13 19:13:15,379 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:15,454 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-13 19:13:15,537 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 19:13:15,615 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:15,691 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:15,763 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 19:13:15,837 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 19:13:15,911 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:15,989 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,064 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,142 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,223 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 19:13:16,300 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,376 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,451 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,525 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,597 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,673 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,750 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,828 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:16,907 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 19:13:16,982 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-13 19:13:17,060 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 19:13:17,135 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-13 19:13:17,208 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:13:17,281 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:13:17,354 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:13:17,430 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:13:17,506 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:13:17,577 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:13:17,647 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:13:17,718 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:13:17,790 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:13:17,863 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:13:17,934 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:13:18,004 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:13:18,074 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:13:18,141 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:13:18,208 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:13:18,274 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 19:13:18,339 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 19:13:18,404 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 19:13:18,466 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 19:13:18,533 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-13 19:13:18,601 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.953, mIoU: 0.753
2023-04-13 19:13:18,670 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.953, mIoU: 0.753
2023-04-13 19:13:18,740 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 19:13:18,812 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 19:13:18,885 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 19:13:18,957 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 19:13:19,028 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-13 19:13:19,098 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 19:13:19,167 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 19:13:19,232 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 19:13:19,299 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:13:19,367 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:13:19,432 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:13:19,498 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:13:19,562 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:13:19,629 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:13:19,697 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:13:19,825 semantic_segmentation INFO: Overall validation pixAcc: 95.733, mIoU: 76.221
2023-04-13 19:13:29,144 semantic_segmentation INFO: Iters: 37610/40000 || Lr: 0.001677 || Task Loss: 0.1721 || KD Loss: 0.1769|| Cost Time: 9:59:14 || Estimated Time: 0:38:04
2023-04-13 19:13:38,165 semantic_segmentation INFO: Iters: 37620/40000 || Lr: 0.001671 || Task Loss: 0.2330 || KD Loss: 0.1946|| Cost Time: 9:59:23 || Estimated Time: 0:37:55
2023-04-13 19:13:47,178 semantic_segmentation INFO: Iters: 37630/40000 || Lr: 0.001665 || Task Loss: 0.1946 || KD Loss: 0.2511|| Cost Time: 9:59:32 || Estimated Time: 0:37:45
2023-04-13 19:13:56,122 semantic_segmentation INFO: Iters: 37640/40000 || Lr: 0.001659 || Task Loss: 0.1567 || KD Loss: 0.1703|| Cost Time: 9:59:41 || Estimated Time: 0:37:36
2023-04-13 19:14:05,135 semantic_segmentation INFO: Iters: 37650/40000 || Lr: 0.001653 || Task Loss: 0.2087 || KD Loss: 0.2729|| Cost Time: 9:59:50 || Estimated Time: 0:37:26
2023-04-13 19:14:14,244 semantic_segmentation INFO: Iters: 37660/40000 || Lr: 0.001647 || Task Loss: 0.2139 || KD Loss: 0.2465|| Cost Time: 9:59:59 || Estimated Time: 0:37:16
2023-04-13 19:14:23,318 semantic_segmentation INFO: Iters: 37670/40000 || Lr: 0.001641 || Task Loss: 0.1986 || KD Loss: 0.2116|| Cost Time: 10:00:08 || Estimated Time: 0:37:07
2023-04-13 19:14:32,376 semantic_segmentation INFO: Iters: 37680/40000 || Lr: 0.001635 || Task Loss: 0.3087 || KD Loss: 0.3672|| Cost Time: 10:00:17 || Estimated Time: 0:36:57
2023-04-13 19:14:41,289 semantic_segmentation INFO: Iters: 37690/40000 || Lr: 0.001629 || Task Loss: 0.2824 || KD Loss: 0.2302|| Cost Time: 10:00:26 || Estimated Time: 0:36:48
2023-04-13 19:14:50,398 semantic_segmentation INFO: Iters: 37700/40000 || Lr: 0.001623 || Task Loss: 0.2574 || KD Loss: 0.2167|| Cost Time: 10:00:35 || Estimated Time: 0:36:38
2023-04-13 19:14:59,493 semantic_segmentation INFO: Iters: 37710/40000 || Lr: 0.001617 || Task Loss: 0.2199 || KD Loss: 0.1721|| Cost Time: 10:00:45 || Estimated Time: 0:36:28
2023-04-13 19:15:08,564 semantic_segmentation INFO: Iters: 37720/40000 || Lr: 0.001611 || Task Loss: 0.2306 || KD Loss: 0.2534|| Cost Time: 10:00:54 || Estimated Time: 0:36:19
2023-04-13 19:15:17,638 semantic_segmentation INFO: Iters: 37730/40000 || Lr: 0.001605 || Task Loss: 0.1854 || KD Loss: 0.2040|| Cost Time: 10:01:03 || Estimated Time: 0:36:09
2023-04-13 19:15:26,728 semantic_segmentation INFO: Iters: 37740/40000 || Lr: 0.001599 || Task Loss: 0.1599 || KD Loss: 0.2089|| Cost Time: 10:01:12 || Estimated Time: 0:36:00
2023-04-13 19:15:35,613 semantic_segmentation INFO: Iters: 37750/40000 || Lr: 0.001593 || Task Loss: 0.1697 || KD Loss: 0.2667|| Cost Time: 10:01:21 || Estimated Time: 0:35:50
2023-04-13 19:15:44,710 semantic_segmentation INFO: Iters: 37760/40000 || Lr: 0.001587 || Task Loss: 0.1713 || KD Loss: 0.2292|| Cost Time: 10:01:30 || Estimated Time: 0:35:40
2023-04-13 19:15:53,778 semantic_segmentation INFO: Iters: 37770/40000 || Lr: 0.001581 || Task Loss: 0.1722 || KD Loss: 0.2175|| Cost Time: 10:01:39 || Estimated Time: 0:35:31
2023-04-13 19:16:02,895 semantic_segmentation INFO: Iters: 37780/40000 || Lr: 0.001575 || Task Loss: 0.2431 || KD Loss: 0.2028|| Cost Time: 10:01:48 || Estimated Time: 0:35:21
2023-04-13 19:16:11,916 semantic_segmentation INFO: Iters: 37790/40000 || Lr: 0.001569 || Task Loss: 0.2913 || KD Loss: 0.2513|| Cost Time: 10:01:57 || Estimated Time: 0:35:12
2023-04-13 19:16:21,011 semantic_segmentation INFO: Iters: 37800/40000 || Lr: 0.001563 || Task Loss: 0.2956 || KD Loss: 0.2321|| Cost Time: 10:02:06 || Estimated Time: 0:35:02
2023-04-13 19:16:30,096 semantic_segmentation INFO: Iters: 37810/40000 || Lr: 0.001557 || Task Loss: 0.2660 || KD Loss: 0.2429|| Cost Time: 10:02:15 || Estimated Time: 0:34:53
2023-04-13 19:16:39,128 semantic_segmentation INFO: Iters: 37820/40000 || Lr: 0.001551 || Task Loss: 0.1788 || KD Loss: 0.2195|| Cost Time: 10:02:24 || Estimated Time: 0:34:43
2023-04-13 19:16:48,228 semantic_segmentation INFO: Iters: 37830/40000 || Lr: 0.001545 || Task Loss: 0.2117 || KD Loss: 0.2076|| Cost Time: 10:02:33 || Estimated Time: 0:34:33
2023-04-13 19:16:57,163 semantic_segmentation INFO: Iters: 37840/40000 || Lr: 0.001539 || Task Loss: 0.2104 || KD Loss: 0.1789|| Cost Time: 10:02:42 || Estimated Time: 0:34:24
2023-04-13 19:17:06,327 semantic_segmentation INFO: Iters: 37850/40000 || Lr: 0.001533 || Task Loss: 0.2948 || KD Loss: 0.3025|| Cost Time: 10:02:51 || Estimated Time: 0:34:14
2023-04-13 19:17:15,378 semantic_segmentation INFO: Iters: 37860/40000 || Lr: 0.001527 || Task Loss: 0.1809 || KD Loss: 0.2105|| Cost Time: 10:03:00 || Estimated Time: 0:34:05
2023-04-13 19:17:24,417 semantic_segmentation INFO: Iters: 37870/40000 || Lr: 0.001521 || Task Loss: 0.1836 || KD Loss: 0.2487|| Cost Time: 10:03:09 || Estimated Time: 0:33:55
2023-04-13 19:17:33,513 semantic_segmentation INFO: Iters: 37880/40000 || Lr: 0.001515 || Task Loss: 0.1936 || KD Loss: 0.1992|| Cost Time: 10:03:19 || Estimated Time: 0:33:45
2023-04-13 19:17:42,596 semantic_segmentation INFO: Iters: 37890/40000 || Lr: 0.001509 || Task Loss: 0.1487 || KD Loss: 0.2480|| Cost Time: 10:03:28 || Estimated Time: 0:33:36
2023-04-13 19:17:51,645 semantic_segmentation INFO: Iters: 37900/40000 || Lr: 0.001503 || Task Loss: 0.1729 || KD Loss: 0.1518|| Cost Time: 10:03:37 || Estimated Time: 0:33:26
2023-04-13 19:18:00,655 semantic_segmentation INFO: Iters: 37910/40000 || Lr: 0.001497 || Task Loss: 0.1848 || KD Loss: 0.1606|| Cost Time: 10:03:46 || Estimated Time: 0:33:17
2023-04-13 19:18:09,659 semantic_segmentation INFO: Iters: 37920/40000 || Lr: 0.001491 || Task Loss: 0.2659 || KD Loss: 0.2470|| Cost Time: 10:03:55 || Estimated Time: 0:33:07
2023-04-13 19:18:18,749 semantic_segmentation INFO: Iters: 37930/40000 || Lr: 0.001485 || Task Loss: 0.1874 || KD Loss: 0.2299|| Cost Time: 10:04:04 || Estimated Time: 0:32:57
2023-04-13 19:18:27,843 semantic_segmentation INFO: Iters: 37940/40000 || Lr: 0.001479 || Task Loss: 0.1746 || KD Loss: 0.1596|| Cost Time: 10:04:13 || Estimated Time: 0:32:48
2023-04-13 19:18:36,906 semantic_segmentation INFO: Iters: 37950/40000 || Lr: 0.001473 || Task Loss: 0.1490 || KD Loss: 0.1593|| Cost Time: 10:04:22 || Estimated Time: 0:32:38
2023-04-13 19:18:46,023 semantic_segmentation INFO: Iters: 37960/40000 || Lr: 0.001467 || Task Loss: 0.1815 || KD Loss: 0.3364|| Cost Time: 10:04:31 || Estimated Time: 0:32:29
2023-04-13 19:18:55,015 semantic_segmentation INFO: Iters: 37970/40000 || Lr: 0.001461 || Task Loss: 0.1655 || KD Loss: 0.1970|| Cost Time: 10:04:40 || Estimated Time: 0:32:19
2023-04-13 19:19:04,143 semantic_segmentation INFO: Iters: 37980/40000 || Lr: 0.001455 || Task Loss: 0.2199 || KD Loss: 0.2320|| Cost Time: 10:04:49 || Estimated Time: 0:32:10
2023-04-13 19:19:13,223 semantic_segmentation INFO: Iters: 37990/40000 || Lr: 0.001449 || Task Loss: 0.1734 || KD Loss: 0.2522|| Cost Time: 10:04:58 || Estimated Time: 0:32:00
2023-04-13 19:19:22,262 semantic_segmentation INFO: Iters: 38000/40000 || Lr: 0.001443 || Task Loss: 0.1838 || KD Loss: 0.1948|| Cost Time: 10:05:07 || Estimated Time: 0:31:50
2023-04-13 19:19:22,546 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 19:19:25,258 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.414
2023-04-13 19:19:25,388 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.518
2023-04-13 19:19:25,558 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.525
2023-04-13 19:19:25,657 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.549
2023-04-13 19:19:25,748 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.576
2023-04-13 19:19:25,840 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.578
2023-04-13 19:19:25,924 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.592
2023-04-13 19:19:25,994 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.627
2023-04-13 19:19:26,064 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.670
2023-04-13 19:19:26,140 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.729
2023-04-13 19:19:26,218 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.737
2023-04-13 19:19:26,296 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.765
2023-04-13 19:19:26,374 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.763
2023-04-13 19:19:26,449 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.967, mIoU: 0.760
2023-04-13 19:19:26,527 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.966, mIoU: 0.755
2023-04-13 19:19:26,601 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.744
2023-04-13 19:19:26,674 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.962, mIoU: 0.745
2023-04-13 19:19:26,746 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.962, mIoU: 0.749
2023-04-13 19:19:26,821 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.961, mIoU: 0.754
2023-04-13 19:19:26,896 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.761
2023-04-13 19:19:26,974 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.962, mIoU: 0.761
2023-04-13 19:19:27,049 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.757
2023-04-13 19:19:27,126 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.754
2023-04-13 19:19:27,208 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.761
2023-04-13 19:19:27,282 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.774
2023-04-13 19:19:27,356 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.775
2023-04-13 19:19:27,432 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.763
2023-04-13 19:19:27,505 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.760
2023-04-13 19:19:27,581 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.761
2023-04-13 19:19:27,659 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:19:27,736 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:19:27,814 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.955, mIoU: 0.760
2023-04-13 19:19:27,890 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.761
2023-04-13 19:19:27,964 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.760
2023-04-13 19:19:28,038 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:19:28,112 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.761
2023-04-13 19:19:28,187 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.757
2023-04-13 19:19:28,266 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 19:19:28,338 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.748
2023-04-13 19:19:28,412 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.749
2023-04-13 19:19:28,486 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.750
2023-04-13 19:19:28,563 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.750
2023-04-13 19:19:28,637 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.750
2023-04-13 19:19:28,709 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.751
2023-04-13 19:19:28,781 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.750
2023-04-13 19:19:28,853 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.750
2023-04-13 19:19:28,930 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.750
2023-04-13 19:19:29,009 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.749
2023-04-13 19:19:29,084 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.752
2023-04-13 19:19:29,164 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.957, mIoU: 0.754
2023-04-13 19:19:29,245 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.755
2023-04-13 19:19:29,319 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.758
2023-04-13 19:19:29,393 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.759
2023-04-13 19:19:29,469 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.761
2023-04-13 19:19:29,544 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.761
2023-04-13 19:19:29,623 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:19:29,704 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:19:29,780 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.768
2023-04-13 19:19:29,856 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:19:29,929 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.955, mIoU: 0.768
2023-04-13 19:19:30,006 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:19:30,078 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.955, mIoU: 0.773
2023-04-13 19:19:30,152 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.772
2023-04-13 19:19:30,226 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:19:30,305 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.769
2023-04-13 19:19:30,384 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:19:30,458 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:19:30,532 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.768
2023-04-13 19:19:30,610 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:19:30,686 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:19:30,760 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:19:30,832 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:19:30,900 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:19:30,969 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-13 19:19:31,040 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:19:31,115 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:19:31,185 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:19:31,265 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:19:31,344 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:19:31,424 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:19:31,502 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:19:31,580 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:19:31,660 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:19:31,734 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.765
2023-04-13 19:19:31,805 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:31,880 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:19:31,965 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:32,042 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:32,118 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:32,195 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:32,269 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:32,337 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:19:32,409 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:19:32,481 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:19:32,554 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:32,624 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:32,698 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:19:32,777 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:19:32,853 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:32,930 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:33,003 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:19:33,075 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:19:33,154 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:19:33,227 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:19:33,301 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-13 19:19:33,377 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-13 19:19:33,448 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:19:33,526 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:19:33,607 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:19:33,686 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:19:33,764 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:19:33,841 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:19:33,916 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:19:33,989 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:19:34,064 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:19:34,138 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:19:34,215 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:19:34,295 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:19:34,370 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:19:34,445 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:19:34,517 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:19:34,591 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:19:34,663 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:19:34,738 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:19:34,809 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:19:34,879 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-13 19:19:34,959 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:19:35,039 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:19:35,118 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:19:35,194 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:19:35,267 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:19:35,342 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:19:35,420 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:19:35,496 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:35,572 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:35,648 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:35,725 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:35,801 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:19:35,875 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:35,951 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:19:36,020 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:19:36,092 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:36,168 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:36,244 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:36,323 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:36,401 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:36,473 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:36,546 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:36,620 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:36,692 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:36,770 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:36,841 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:36,911 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:36,983 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:37,059 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:19:37,135 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:19:37,211 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:19:37,287 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:19:37,362 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:37,438 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:19:37,513 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:19:37,586 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:19:37,659 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:19:37,730 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:19:37,804 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:19:37,886 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:37,965 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:38,044 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:38,121 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:19:38,196 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:38,273 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:19:38,344 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:38,413 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:38,486 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:19:38,560 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:19:38,632 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:38,711 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:38,791 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:38,871 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:38,949 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:39,024 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:39,097 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-13 19:19:39,168 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:39,240 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:39,315 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:39,387 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:39,464 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:19:39,540 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 19:19:39,616 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 19:19:39,690 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 19:19:39,769 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 19:19:39,842 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-13 19:19:39,914 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:39,989 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:40,060 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:40,131 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:40,205 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:40,285 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:19:40,367 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:19:40,450 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:19:40,528 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:40,601 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:40,675 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:40,751 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:19:40,824 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:40,901 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:19:40,977 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:19:41,056 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:19:41,134 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:19:41,213 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:19:41,288 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:19:41,367 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:19:41,443 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:19:41,521 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:19:41,598 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:19:41,676 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:19:41,751 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-13 19:19:41,824 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:19:41,894 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:19:41,963 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:19:42,031 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:19:42,101 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-13 19:19:42,174 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-13 19:19:42,248 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-13 19:19:42,320 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:19:42,391 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:19:42,461 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:19:42,532 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:19:42,603 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:19:42,674 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:19:42,744 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:19:42,811 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 19:19:42,881 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 19:19:42,949 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 19:19:43,018 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-13 19:19:43,087 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:19:43,152 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:19:43,219 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:19:43,286 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:19:43,357 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:19:43,431 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:19:43,504 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:19:43,573 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:19:43,643 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:19:43,715 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:19:43,783 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-13 19:19:43,851 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:19:43,916 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:19:43,984 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:19:44,050 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:19:44,440 semantic_segmentation INFO: Overall validation pixAcc: 95.747, mIoU: 76.447
2023-04-13 19:19:53,818 semantic_segmentation INFO: Iters: 38010/40000 || Lr: 0.001437 || Task Loss: 0.2253 || KD Loss: 0.1766|| Cost Time: 10:05:39 || Estimated Time: 0:31:42
2023-04-13 19:20:02,476 semantic_segmentation INFO: Iters: 38020/40000 || Lr: 0.001431 || Task Loss: 0.1640 || KD Loss: 0.2546|| Cost Time: 10:05:48 || Estimated Time: 0:31:32
2023-04-13 19:20:11,482 semantic_segmentation INFO: Iters: 38030/40000 || Lr: 0.001425 || Task Loss: 0.1747 || KD Loss: 0.2486|| Cost Time: 10:05:57 || Estimated Time: 0:31:23
2023-04-13 19:20:20,418 semantic_segmentation INFO: Iters: 38040/40000 || Lr: 0.001419 || Task Loss: 0.1534 || KD Loss: 0.1708|| Cost Time: 10:06:05 || Estimated Time: 0:31:13
2023-04-13 19:20:29,187 semantic_segmentation INFO: Iters: 38050/40000 || Lr: 0.001413 || Task Loss: 0.2739 || KD Loss: 0.2267|| Cost Time: 10:06:14 || Estimated Time: 0:31:04
2023-04-13 19:20:38,217 semantic_segmentation INFO: Iters: 38060/40000 || Lr: 0.001407 || Task Loss: 0.1315 || KD Loss: 0.1694|| Cost Time: 10:06:23 || Estimated Time: 0:30:54
2023-04-13 19:20:47,177 semantic_segmentation INFO: Iters: 38070/40000 || Lr: 0.001401 || Task Loss: 0.1417 || KD Loss: 0.2208|| Cost Time: 10:06:32 || Estimated Time: 0:30:44
2023-04-13 19:20:56,151 semantic_segmentation INFO: Iters: 38080/40000 || Lr: 0.001395 || Task Loss: 0.3624 || KD Loss: 0.2605|| Cost Time: 10:06:41 || Estimated Time: 0:30:35
2023-04-13 19:21:05,166 semantic_segmentation INFO: Iters: 38090/40000 || Lr: 0.001389 || Task Loss: 0.3353 || KD Loss: 0.2529|| Cost Time: 10:06:50 || Estimated Time: 0:30:25
2023-04-13 19:21:14,171 semantic_segmentation INFO: Iters: 38100/40000 || Lr: 0.001383 || Task Loss: 0.1683 || KD Loss: 0.2017|| Cost Time: 10:06:59 || Estimated Time: 0:30:16
2023-04-13 19:21:23,180 semantic_segmentation INFO: Iters: 38110/40000 || Lr: 0.001377 || Task Loss: 0.1387 || KD Loss: 0.2117|| Cost Time: 10:07:08 || Estimated Time: 0:30:06
2023-04-13 19:21:32,199 semantic_segmentation INFO: Iters: 38120/40000 || Lr: 0.001370 || Task Loss: 0.1765 || KD Loss: 0.2237|| Cost Time: 10:07:17 || Estimated Time: 0:29:57
2023-04-13 19:21:41,216 semantic_segmentation INFO: Iters: 38130/40000 || Lr: 0.001364 || Task Loss: 0.1672 || KD Loss: 0.2036|| Cost Time: 10:07:26 || Estimated Time: 0:29:47
2023-04-13 19:21:50,232 semantic_segmentation INFO: Iters: 38140/40000 || Lr: 0.001358 || Task Loss: 0.1994 || KD Loss: 0.2091|| Cost Time: 10:07:35 || Estimated Time: 0:29:37
2023-04-13 19:21:58,615 semantic_segmentation INFO: Iters: 38150/40000 || Lr: 0.001352 || Task Loss: 0.1920 || KD Loss: 0.1646|| Cost Time: 10:07:44 || Estimated Time: 0:29:28
2023-04-13 19:22:07,648 semantic_segmentation INFO: Iters: 38160/40000 || Lr: 0.001346 || Task Loss: 0.1421 || KD Loss: 0.2166|| Cost Time: 10:07:53 || Estimated Time: 0:29:18
2023-04-13 19:22:16,846 semantic_segmentation INFO: Iters: 38170/40000 || Lr: 0.001340 || Task Loss: 0.2224 || KD Loss: 0.2417|| Cost Time: 10:08:02 || Estimated Time: 0:29:09
2023-04-13 19:22:25,971 semantic_segmentation INFO: Iters: 38180/40000 || Lr: 0.001334 || Task Loss: 0.2438 || KD Loss: 0.2186|| Cost Time: 10:08:11 || Estimated Time: 0:28:59
2023-04-13 19:22:35,044 semantic_segmentation INFO: Iters: 38190/40000 || Lr: 0.001328 || Task Loss: 0.1351 || KD Loss: 0.2576|| Cost Time: 10:08:20 || Estimated Time: 0:28:49
2023-04-13 19:22:44,135 semantic_segmentation INFO: Iters: 38200/40000 || Lr: 0.001322 || Task Loss: 0.1947 || KD Loss: 0.2018|| Cost Time: 10:08:29 || Estimated Time: 0:28:40
2023-04-13 19:22:53,104 semantic_segmentation INFO: Iters: 38210/40000 || Lr: 0.001316 || Task Loss: 0.2012 || KD Loss: 0.1960|| Cost Time: 10:08:38 || Estimated Time: 0:28:30
2023-04-13 19:23:02,191 semantic_segmentation INFO: Iters: 38220/40000 || Lr: 0.001309 || Task Loss: 0.2159 || KD Loss: 0.2745|| Cost Time: 10:08:47 || Estimated Time: 0:28:21
2023-04-13 19:23:11,226 semantic_segmentation INFO: Iters: 38230/40000 || Lr: 0.001303 || Task Loss: 0.1951 || KD Loss: 0.2172|| Cost Time: 10:08:56 || Estimated Time: 0:28:11
2023-04-13 19:23:20,277 semantic_segmentation INFO: Iters: 38240/40000 || Lr: 0.001297 || Task Loss: 0.1587 || KD Loss: 0.2006|| Cost Time: 10:09:05 || Estimated Time: 0:28:02
2023-04-13 19:23:29,354 semantic_segmentation INFO: Iters: 38250/40000 || Lr: 0.001291 || Task Loss: 0.3414 || KD Loss: 0.3523|| Cost Time: 10:09:14 || Estimated Time: 0:27:52
2023-04-13 19:23:38,358 semantic_segmentation INFO: Iters: 38260/40000 || Lr: 0.001285 || Task Loss: 0.2058 || KD Loss: 0.1704|| Cost Time: 10:09:23 || Estimated Time: 0:27:42
2023-04-13 19:23:47,368 semantic_segmentation INFO: Iters: 38270/40000 || Lr: 0.001279 || Task Loss: 0.2135 || KD Loss: 0.1965|| Cost Time: 10:09:32 || Estimated Time: 0:27:33
2023-04-13 19:23:56,333 semantic_segmentation INFO: Iters: 38280/40000 || Lr: 0.001273 || Task Loss: 0.1488 || KD Loss: 0.2070|| Cost Time: 10:09:41 || Estimated Time: 0:27:23
2023-04-13 19:24:05,361 semantic_segmentation INFO: Iters: 38290/40000 || Lr: 0.001267 || Task Loss: 0.1537 || KD Loss: 0.2481|| Cost Time: 10:09:50 || Estimated Time: 0:27:14
2023-04-13 19:24:14,417 semantic_segmentation INFO: Iters: 38300/40000 || Lr: 0.001260 || Task Loss: 0.1480 || KD Loss: 0.2127|| Cost Time: 10:09:59 || Estimated Time: 0:27:04
2023-04-13 19:24:23,332 semantic_segmentation INFO: Iters: 38310/40000 || Lr: 0.001254 || Task Loss: 0.1696 || KD Loss: 0.2229|| Cost Time: 10:10:08 || Estimated Time: 0:26:54
2023-04-13 19:24:32,300 semantic_segmentation INFO: Iters: 38320/40000 || Lr: 0.001248 || Task Loss: 0.1962 || KD Loss: 0.2012|| Cost Time: 10:10:17 || Estimated Time: 0:26:45
2023-04-13 19:24:41,433 semantic_segmentation INFO: Iters: 38330/40000 || Lr: 0.001242 || Task Loss: 0.1584 || KD Loss: 0.2017|| Cost Time: 10:10:26 || Estimated Time: 0:26:35
2023-04-13 19:24:50,336 semantic_segmentation INFO: Iters: 38340/40000 || Lr: 0.001236 || Task Loss: 0.2110 || KD Loss: 0.2358|| Cost Time: 10:10:35 || Estimated Time: 0:26:26
2023-04-13 19:24:59,358 semantic_segmentation INFO: Iters: 38350/40000 || Lr: 0.001230 || Task Loss: 0.2121 || KD Loss: 0.1742|| Cost Time: 10:10:44 || Estimated Time: 0:26:16
2023-04-13 19:25:08,381 semantic_segmentation INFO: Iters: 38360/40000 || Lr: 0.001224 || Task Loss: 0.1724 || KD Loss: 0.2103|| Cost Time: 10:10:53 || Estimated Time: 0:26:07
2023-04-13 19:25:17,504 semantic_segmentation INFO: Iters: 38370/40000 || Lr: 0.001217 || Task Loss: 0.2104 || KD Loss: 0.1620|| Cost Time: 10:11:03 || Estimated Time: 0:25:57
2023-04-13 19:25:26,533 semantic_segmentation INFO: Iters: 38380/40000 || Lr: 0.001211 || Task Loss: 0.2744 || KD Loss: 0.2285|| Cost Time: 10:11:12 || Estimated Time: 0:25:47
2023-04-13 19:25:35,572 semantic_segmentation INFO: Iters: 38390/40000 || Lr: 0.001205 || Task Loss: 0.1412 || KD Loss: 0.2409|| Cost Time: 10:11:21 || Estimated Time: 0:25:38
2023-04-13 19:25:44,660 semantic_segmentation INFO: Iters: 38400/40000 || Lr: 0.001199 || Task Loss: 0.1573 || KD Loss: 0.2170|| Cost Time: 10:11:30 || Estimated Time: 0:25:28
2023-04-13 19:25:44,990 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 19:25:47,452 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.408
2023-04-13 19:25:47,583 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.513
2023-04-13 19:25:47,847 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.520
2023-04-13 19:25:47,950 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.544
2023-04-13 19:25:48,033 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.572
2023-04-13 19:25:48,120 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.577
2023-04-13 19:25:48,200 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.570
2023-04-13 19:25:48,284 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.604
2023-04-13 19:25:48,362 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.649
2023-04-13 19:25:48,439 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.706
2023-04-13 19:25:48,514 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.714
2023-04-13 19:25:48,593 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.742
2023-04-13 19:25:48,667 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.744
2023-04-13 19:25:48,743 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.739
2023-04-13 19:25:48,815 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.735
2023-04-13 19:25:48,887 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.724
2023-04-13 19:25:48,960 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.726
2023-04-13 19:25:49,036 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.731
2023-04-13 19:25:49,114 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.738
2023-04-13 19:25:49,199 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.746
2023-04-13 19:25:49,276 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.746
2023-04-13 19:25:49,354 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.727
2023-04-13 19:25:49,430 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.725
2023-04-13 19:25:49,507 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.734
2023-04-13 19:25:49,579 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.751
2023-04-13 19:25:49,654 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.752
2023-04-13 19:25:49,732 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.740
2023-04-13 19:25:49,811 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-13 19:25:49,887 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.742
2023-04-13 19:25:49,967 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-13 19:25:50,039 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.748
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2023-04-13 19:25:50,193 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.748
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2023-04-13 19:25:50,347 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.749
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2023-04-13 19:25:50,502 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.744
2023-04-13 19:25:50,579 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.744
2023-04-13 19:25:50,650 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-13 19:25:50,721 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.739
2023-04-13 19:25:50,791 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.741
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2023-04-13 19:25:50,936 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.741
2023-04-13 19:25:51,018 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.742
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2023-04-13 19:25:51,333 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.740
2023-04-13 19:25:51,407 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.743
2023-04-13 19:25:51,481 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.746
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2023-04-13 19:25:51,864 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.752
2023-04-13 19:25:51,938 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.751
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2023-04-13 19:25:52,515 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.759
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2023-04-13 19:25:56,731 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.761
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2023-04-13 19:25:56,877 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.760
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2023-04-13 19:25:57,037 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.760
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2023-04-13 19:25:57,268 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:25:57,343 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.766
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2023-04-13 19:26:00,007 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.951, mIoU: 0.762
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2023-04-13 19:26:03,837 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:26:03,911 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:26:03,988 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:26:04,068 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:26:04,144 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:26:04,220 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:26:04,292 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:26:04,363 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:26:04,433 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-13 19:26:04,500 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:04,567 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:04,634 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:04,700 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:04,766 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:04,832 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:04,896 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:04,960 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 19:26:05,024 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 19:26:05,088 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:26:05,149 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:26:05,213 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:26:05,278 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:26:05,345 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:26:05,413 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:26:05,480 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:26:05,552 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 19:26:05,623 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:26:05,694 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:26:05,767 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 19:26:05,840 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-13 19:26:05,909 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-13 19:26:05,981 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-13 19:26:06,051 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:06,120 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.954, mIoU: 0.760
2023-04-13 19:26:06,188 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:06,253 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:06,324 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:06,395 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:26:06,576 semantic_segmentation INFO: Overall validation pixAcc: 95.782, mIoU: 76.711
2023-04-13 19:26:15,874 semantic_segmentation INFO: Iters: 38410/40000 || Lr: 0.001193 || Task Loss: 0.1434 || KD Loss: 0.2117|| Cost Time: 10:12:01 || Estimated Time: 0:25:20
2023-04-13 19:26:24,927 semantic_segmentation INFO: Iters: 38420/40000 || Lr: 0.001187 || Task Loss: 0.2315 || KD Loss: 0.1849|| Cost Time: 10:12:10 || Estimated Time: 0:25:10
2023-04-13 19:26:33,846 semantic_segmentation INFO: Iters: 38430/40000 || Lr: 0.001180 || Task Loss: 0.1735 || KD Loss: 0.1790|| Cost Time: 10:12:19 || Estimated Time: 0:25:00
2023-04-13 19:26:42,871 semantic_segmentation INFO: Iters: 38440/40000 || Lr: 0.001174 || Task Loss: 0.1474 || KD Loss: 0.1840|| Cost Time: 10:12:28 || Estimated Time: 0:24:51
2023-04-13 19:26:51,940 semantic_segmentation INFO: Iters: 38450/40000 || Lr: 0.001168 || Task Loss: 0.1742 || KD Loss: 0.1459|| Cost Time: 10:12:37 || Estimated Time: 0:24:41
2023-04-13 19:27:01,007 semantic_segmentation INFO: Iters: 38460/40000 || Lr: 0.001162 || Task Loss: 0.1797 || KD Loss: 0.2645|| Cost Time: 10:12:46 || Estimated Time: 0:24:32
2023-04-13 19:27:09,985 semantic_segmentation INFO: Iters: 38470/40000 || Lr: 0.001156 || Task Loss: 0.1292 || KD Loss: 0.2382|| Cost Time: 10:12:55 || Estimated Time: 0:24:22
2023-04-13 19:27:19,090 semantic_segmentation INFO: Iters: 38480/40000 || Lr: 0.001149 || Task Loss: 0.1165 || KD Loss: 0.2033|| Cost Time: 10:13:04 || Estimated Time: 0:24:13
2023-04-13 19:27:28,142 semantic_segmentation INFO: Iters: 38490/40000 || Lr: 0.001143 || Task Loss: 0.1576 || KD Loss: 0.1771|| Cost Time: 10:13:13 || Estimated Time: 0:24:03
2023-04-13 19:27:37,230 semantic_segmentation INFO: Iters: 38500/40000 || Lr: 0.001137 || Task Loss: 0.2070 || KD Loss: 0.2350|| Cost Time: 10:13:22 || Estimated Time: 0:23:53
2023-04-13 19:27:46,313 semantic_segmentation INFO: Iters: 38510/40000 || Lr: 0.001131 || Task Loss: 0.2506 || KD Loss: 0.2380|| Cost Time: 10:13:31 || Estimated Time: 0:23:44
2023-04-13 19:27:55,370 semantic_segmentation INFO: Iters: 38520/40000 || Lr: 0.001124 || Task Loss: 0.1556 || KD Loss: 0.1785|| Cost Time: 10:13:40 || Estimated Time: 0:23:34
2023-04-13 19:28:04,456 semantic_segmentation INFO: Iters: 38530/40000 || Lr: 0.001118 || Task Loss: 0.2133 || KD Loss: 0.2261|| Cost Time: 10:13:50 || Estimated Time: 0:23:25
2023-04-13 19:28:13,564 semantic_segmentation INFO: Iters: 38540/40000 || Lr: 0.001112 || Task Loss: 0.2058 || KD Loss: 0.2476|| Cost Time: 10:13:59 || Estimated Time: 0:23:15
2023-04-13 19:28:22,448 semantic_segmentation INFO: Iters: 38550/40000 || Lr: 0.001106 || Task Loss: 0.1927 || KD Loss: 0.2162|| Cost Time: 10:14:07 || Estimated Time: 0:23:05
2023-04-13 19:28:31,607 semantic_segmentation INFO: Iters: 38560/40000 || Lr: 0.001100 || Task Loss: 0.2282 || KD Loss: 0.1695|| Cost Time: 10:14:17 || Estimated Time: 0:22:56
2023-04-13 19:28:40,724 semantic_segmentation INFO: Iters: 38570/40000 || Lr: 0.001093 || Task Loss: 0.1492 || KD Loss: 0.1734|| Cost Time: 10:14:26 || Estimated Time: 0:22:46
2023-04-13 19:28:49,845 semantic_segmentation INFO: Iters: 38580/40000 || Lr: 0.001087 || Task Loss: 0.2628 || KD Loss: 0.1704|| Cost Time: 10:14:35 || Estimated Time: 0:22:37
2023-04-13 19:28:58,930 semantic_segmentation INFO: Iters: 38590/40000 || Lr: 0.001081 || Task Loss: 0.2367 || KD Loss: 0.2230|| Cost Time: 10:14:44 || Estimated Time: 0:22:27
2023-04-13 19:29:08,052 semantic_segmentation INFO: Iters: 38600/40000 || Lr: 0.001075 || Task Loss: 0.1658 || KD Loss: 0.1243|| Cost Time: 10:14:53 || Estimated Time: 0:22:18
2023-04-13 19:29:17,093 semantic_segmentation INFO: Iters: 38610/40000 || Lr: 0.001068 || Task Loss: 0.1819 || KD Loss: 0.1830|| Cost Time: 10:15:02 || Estimated Time: 0:22:08
2023-04-13 19:29:26,163 semantic_segmentation INFO: Iters: 38620/40000 || Lr: 0.001062 || Task Loss: 0.1492 || KD Loss: 0.1552|| Cost Time: 10:15:11 || Estimated Time: 0:21:58
2023-04-13 19:29:35,227 semantic_segmentation INFO: Iters: 38630/40000 || Lr: 0.001056 || Task Loss: 0.1258 || KD Loss: 0.2278|| Cost Time: 10:15:20 || Estimated Time: 0:21:49
2023-04-13 19:29:44,404 semantic_segmentation INFO: Iters: 38640/40000 || Lr: 0.001049 || Task Loss: 0.1912 || KD Loss: 0.1675|| Cost Time: 10:15:29 || Estimated Time: 0:21:39
2023-04-13 19:29:53,520 semantic_segmentation INFO: Iters: 38650/40000 || Lr: 0.001043 || Task Loss: 0.1245 || KD Loss: 0.1731|| Cost Time: 10:15:39 || Estimated Time: 0:21:30
2023-04-13 19:30:02,617 semantic_segmentation INFO: Iters: 38660/40000 || Lr: 0.001037 || Task Loss: 0.2273 || KD Loss: 0.1998|| Cost Time: 10:15:48 || Estimated Time: 0:21:20
2023-04-13 19:30:11,759 semantic_segmentation INFO: Iters: 38670/40000 || Lr: 0.001031 || Task Loss: 0.2184 || KD Loss: 0.2390|| Cost Time: 10:15:57 || Estimated Time: 0:21:11
2023-04-13 19:30:20,873 semantic_segmentation INFO: Iters: 38680/40000 || Lr: 0.001024 || Task Loss: 0.2057 || KD Loss: 0.2210|| Cost Time: 10:16:06 || Estimated Time: 0:21:01
2023-04-13 19:30:29,972 semantic_segmentation INFO: Iters: 38690/40000 || Lr: 0.001018 || Task Loss: 0.1700 || KD Loss: 0.2052|| Cost Time: 10:16:15 || Estimated Time: 0:20:51
2023-04-13 19:30:39,046 semantic_segmentation INFO: Iters: 38700/40000 || Lr: 0.001012 || Task Loss: 0.2496 || KD Loss: 0.1653|| Cost Time: 10:16:24 || Estimated Time: 0:20:42
2023-04-13 19:30:48,172 semantic_segmentation INFO: Iters: 38710/40000 || Lr: 0.001005 || Task Loss: 0.2255 || KD Loss: 0.2274|| Cost Time: 10:16:33 || Estimated Time: 0:20:32
2023-04-13 19:30:57,226 semantic_segmentation INFO: Iters: 38720/40000 || Lr: 0.000999 || Task Loss: 0.2074 || KD Loss: 0.2113|| Cost Time: 10:16:42 || Estimated Time: 0:20:23
2023-04-13 19:31:06,341 semantic_segmentation INFO: Iters: 38730/40000 || Lr: 0.000993 || Task Loss: 0.1552 || KD Loss: 0.1822|| Cost Time: 10:16:51 || Estimated Time: 0:20:13
2023-04-13 19:31:15,460 semantic_segmentation INFO: Iters: 38740/40000 || Lr: 0.000986 || Task Loss: 0.1625 || KD Loss: 0.2066|| Cost Time: 10:17:01 || Estimated Time: 0:20:04
2023-04-13 19:31:24,537 semantic_segmentation INFO: Iters: 38750/40000 || Lr: 0.000980 || Task Loss: 0.2360 || KD Loss: 0.2020|| Cost Time: 10:17:10 || Estimated Time: 0:19:54
2023-04-13 19:31:33,565 semantic_segmentation INFO: Iters: 38760/40000 || Lr: 0.000974 || Task Loss: 0.2088 || KD Loss: 0.2431|| Cost Time: 10:17:19 || Estimated Time: 0:19:44
2023-04-13 19:31:42,693 semantic_segmentation INFO: Iters: 38770/40000 || Lr: 0.000967 || Task Loss: 0.1685 || KD Loss: 0.2542|| Cost Time: 10:17:28 || Estimated Time: 0:19:35
2023-04-13 19:31:51,806 semantic_segmentation INFO: Iters: 38780/40000 || Lr: 0.000961 || Task Loss: 0.1940 || KD Loss: 0.2264|| Cost Time: 10:17:37 || Estimated Time: 0:19:25
2023-04-13 19:32:00,921 semantic_segmentation INFO: Iters: 38790/40000 || Lr: 0.000955 || Task Loss: 0.1680 || KD Loss: 0.1970|| Cost Time: 10:17:46 || Estimated Time: 0:19:16
2023-04-13 19:32:10,034 semantic_segmentation INFO: Iters: 38800/40000 || Lr: 0.000948 || Task Loss: 0.2438 || KD Loss: 0.2703|| Cost Time: 10:17:55 || Estimated Time: 0:19:06
2023-04-13 19:32:10,347 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 19:32:12,821 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.419
2023-04-13 19:32:13,020 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.519
2023-04-13 19:32:13,299 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.528
2023-04-13 19:32:13,391 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.551
2023-04-13 19:32:13,469 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.561
2023-04-13 19:32:13,543 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.566
2023-04-13 19:32:13,621 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.581
2023-04-13 19:32:13,692 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.620
2023-04-13 19:32:13,766 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.665
2023-04-13 19:32:13,842 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.722
2023-04-13 19:32:13,916 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.729
2023-04-13 19:32:13,992 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.757
2023-04-13 19:32:14,070 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.758
2023-04-13 19:32:14,150 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.967, mIoU: 0.754
2023-04-13 19:32:14,230 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.966, mIoU: 0.749
2023-04-13 19:32:14,306 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.964, mIoU: 0.738
2023-04-13 19:32:14,382 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.962, mIoU: 0.739
2023-04-13 19:32:14,452 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.962, mIoU: 0.744
2023-04-13 19:32:14,526 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.961, mIoU: 0.750
2023-04-13 19:32:14,602 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.758
2023-04-13 19:32:14,678 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.962, mIoU: 0.757
2023-04-13 19:32:14,750 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.736
2023-04-13 19:32:14,825 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.733
2023-04-13 19:32:14,898 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.741
2023-04-13 19:32:14,969 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.757
2023-04-13 19:32:15,040 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.759
2023-04-13 19:32:15,114 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.746
2023-04-13 19:32:15,185 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-13 19:32:15,255 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 19:32:15,327 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.756
2023-04-13 19:32:15,397 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-13 19:32:15,468 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.753
2023-04-13 19:32:15,546 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-13 19:32:15,628 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.754
2023-04-13 19:32:15,709 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-13 19:32:15,789 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-13 19:32:15,868 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.750
2023-04-13 19:32:15,950 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.750
2023-04-13 19:32:16,028 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.745
2023-04-13 19:32:16,101 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 19:32:16,177 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 19:32:16,258 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.745
2023-04-13 19:32:16,337 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.745
2023-04-13 19:32:16,418 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.747
2023-04-13 19:32:16,500 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.745
2023-04-13 19:32:16,575 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.745
2023-04-13 19:32:16,651 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.745
2023-04-13 19:32:16,725 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.744
2023-04-13 19:32:16,803 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.746
2023-04-13 19:32:16,885 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.748
2023-04-13 19:32:16,963 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.749
2023-04-13 19:32:17,038 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.754
2023-04-13 19:32:17,112 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.754
2023-04-13 19:32:17,189 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.757
2023-04-13 19:32:17,269 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.756
2023-04-13 19:32:17,348 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.756
2023-04-13 19:32:17,421 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.756
2023-04-13 19:32:17,496 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:32:17,569 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.765
2023-04-13 19:32:17,642 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:32:17,717 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-13 19:32:17,792 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:32:17,867 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-13 19:32:17,945 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:18,019 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:32:18,096 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.768
2023-04-13 19:32:18,173 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:18,251 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.768
2023-04-13 19:32:18,325 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:18,399 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:18,470 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:18,541 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:18,614 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:18,689 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:18,763 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:18,840 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:18,921 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:18,998 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:19,071 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:19,144 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:19,218 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.769
2023-04-13 19:32:19,289 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:19,359 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:19,429 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.765
2023-04-13 19:32:19,507 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:32:19,579 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:32:19,658 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:32:19,736 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:32:19,819 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:32:19,894 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:32:19,974 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:32:20,046 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:20,118 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:20,191 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:20,267 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:20,346 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:20,423 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.769
2023-04-13 19:32:20,501 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.769
2023-04-13 19:32:20,578 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:20,654 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.769
2023-04-13 19:32:20,734 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.768
2023-04-13 19:32:20,810 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-13 19:32:20,884 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-13 19:32:20,964 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-13 19:32:21,046 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-13 19:32:21,123 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-13 19:32:21,197 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:32:21,271 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:32:21,348 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:32:21,424 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:32:21,501 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:32:21,576 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:32:21,650 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:32:21,726 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:32:21,798 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:32:21,874 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-13 19:32:21,950 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:32:22,021 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:32:22,094 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.767
2023-04-13 19:32:22,174 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.767
2023-04-13 19:32:22,253 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:32:22,329 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:32:22,406 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-13 19:32:22,482 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.767
2023-04-13 19:32:22,560 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.767
2023-04-13 19:32:22,633 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.770
2023-04-13 19:32:22,707 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.771
2023-04-13 19:32:22,782 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.950, mIoU: 0.771
2023-04-13 19:32:22,854 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.950, mIoU: 0.771
2023-04-13 19:32:22,926 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.771
2023-04-13 19:32:23,004 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.771
2023-04-13 19:32:23,081 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.770
2023-04-13 19:32:23,162 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.770
2023-04-13 19:32:23,239 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-13 19:32:23,315 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.769
2023-04-13 19:32:23,390 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.769
2023-04-13 19:32:23,462 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.769
2023-04-13 19:32:23,536 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.951, mIoU: 0.769
2023-04-13 19:32:23,614 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-13 19:32:23,692 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:32:23,769 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:32:23,843 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:32:23,918 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-13 19:32:23,987 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:32:24,061 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.951, mIoU: 0.769
2023-04-13 19:32:24,134 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-13 19:32:24,204 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-13 19:32:24,273 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-13 19:32:24,348 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-13 19:32:24,427 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.769
2023-04-13 19:32:24,500 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-13 19:32:24,592 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-13 19:32:24,669 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:32:24,748 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:32:24,831 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:32:24,911 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:32:24,990 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:32:25,067 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:32:25,144 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:32:25,217 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.952, mIoU: 0.771
2023-04-13 19:32:25,295 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:32:25,365 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:25,438 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:25,514 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:25,588 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:25,665 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.951, mIoU: 0.767
2023-04-13 19:32:25,743 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:25,819 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.951, mIoU: 0.767
2023-04-13 19:32:25,894 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:25,969 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-13 19:32:26,045 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.952, mIoU: 0.768
2023-04-13 19:32:26,118 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.952, mIoU: 0.768
2023-04-13 19:32:26,190 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.952, mIoU: 0.768
2023-04-13 19:32:26,264 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.952, mIoU: 0.768
2023-04-13 19:32:26,340 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:26,415 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:26,492 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:26,568 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:26,644 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:32:26,719 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:32:26,803 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:32:26,876 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:32:26,945 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:27,023 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:27,102 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:27,180 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:27,257 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:27,335 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:27,415 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:27,490 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:27,569 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:27,643 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:27,717 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:27,790 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:27,867 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.952, mIoU: 0.768
2023-04-13 19:32:27,941 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:28,030 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:28,100 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:28,169 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:28,246 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:32:28,326 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:28,409 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:32:28,489 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:28,569 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:28,646 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:28,723 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:28,798 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:32:28,876 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:28,952 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:29,028 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:29,104 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:29,179 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:29,253 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:29,324 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:29,395 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:29,471 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:29,545 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:32:29,620 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:32:29,694 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:32:29,767 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:32:29,839 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:29,910 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:29,981 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:30,054 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:30,123 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:30,191 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:30,260 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:30,326 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:32:30,392 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:32:30,458 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:32:30,522 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:32:30,584 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:32:30,649 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:32:30,713 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:32:30,777 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:32:30,842 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:32:30,908 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.953, mIoU: 0.763
2023-04-13 19:32:30,984 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:32:31,060 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:32:31,133 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.953, mIoU: 0.763
2023-04-13 19:32:31,206 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:32:31,278 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:32:31,348 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:32:31,418 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-13 19:32:31,488 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-13 19:32:31,555 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-13 19:32:31,622 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-13 19:32:31,686 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-13 19:32:31,753 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-13 19:32:31,820 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-13 19:32:32,071 semantic_segmentation INFO: Overall validation pixAcc: 95.824, mIoU: 77.174
2023-04-13 19:32:41,448 semantic_segmentation INFO: Iters: 38810/40000 || Lr: 0.000942 || Task Loss: 0.1734 || KD Loss: 0.1784|| Cost Time: 10:18:26 || Estimated Time: 0:18:57
2023-04-13 19:32:50,359 semantic_segmentation INFO: Iters: 38820/40000 || Lr: 0.000936 || Task Loss: 0.1822 || KD Loss: 0.1908|| Cost Time: 10:18:35 || Estimated Time: 0:18:48
2023-04-13 19:32:59,427 semantic_segmentation INFO: Iters: 38830/40000 || Lr: 0.000929 || Task Loss: 0.2106 || KD Loss: 0.2345|| Cost Time: 10:18:44 || Estimated Time: 0:18:38
2023-04-13 19:33:08,395 semantic_segmentation INFO: Iters: 38840/40000 || Lr: 0.000923 || Task Loss: 0.1859 || KD Loss: 0.1717|| Cost Time: 10:18:53 || Estimated Time: 0:18:29
2023-04-13 19:33:17,440 semantic_segmentation INFO: Iters: 38850/40000 || Lr: 0.000917 || Task Loss: 0.1834 || KD Loss: 0.1831|| Cost Time: 10:19:02 || Estimated Time: 0:18:19
2023-04-13 19:33:26,528 semantic_segmentation INFO: Iters: 38860/40000 || Lr: 0.000910 || Task Loss: 0.1852 || KD Loss: 0.1950|| Cost Time: 10:19:12 || Estimated Time: 0:18:09
2023-04-13 19:33:35,596 semantic_segmentation INFO: Iters: 38870/40000 || Lr: 0.000904 || Task Loss: 0.2266 || KD Loss: 0.1795|| Cost Time: 10:19:21 || Estimated Time: 0:18:00
2023-04-13 19:33:44,635 semantic_segmentation INFO: Iters: 38880/40000 || Lr: 0.000897 || Task Loss: 0.2003 || KD Loss: 0.1728|| Cost Time: 10:19:30 || Estimated Time: 0:17:50
2023-04-13 19:33:53,735 semantic_segmentation INFO: Iters: 38890/40000 || Lr: 0.000891 || Task Loss: 0.1658 || KD Loss: 0.1769|| Cost Time: 10:19:39 || Estimated Time: 0:17:41
2023-04-13 19:34:02,786 semantic_segmentation INFO: Iters: 38900/40000 || Lr: 0.000885 || Task Loss: 0.2052 || KD Loss: 0.1959|| Cost Time: 10:19:48 || Estimated Time: 0:17:31
2023-04-13 19:34:11,895 semantic_segmentation INFO: Iters: 38910/40000 || Lr: 0.000878 || Task Loss: 0.1902 || KD Loss: 0.1603|| Cost Time: 10:19:57 || Estimated Time: 0:17:22
2023-04-13 19:34:20,980 semantic_segmentation INFO: Iters: 38920/40000 || Lr: 0.000872 || Task Loss: 0.1611 || KD Loss: 0.1363|| Cost Time: 10:20:06 || Estimated Time: 0:17:12
2023-04-13 19:34:30,095 semantic_segmentation INFO: Iters: 38930/40000 || Lr: 0.000865 || Task Loss: 0.1597 || KD Loss: 0.2153|| Cost Time: 10:20:15 || Estimated Time: 0:17:02
2023-04-13 19:34:39,053 semantic_segmentation INFO: Iters: 38940/40000 || Lr: 0.000859 || Task Loss: 0.1352 || KD Loss: 0.2315|| Cost Time: 10:20:24 || Estimated Time: 0:16:53
2023-04-13 19:34:48,197 semantic_segmentation INFO: Iters: 38950/40000 || Lr: 0.000852 || Task Loss: 0.2099 || KD Loss: 0.1889|| Cost Time: 10:20:33 || Estimated Time: 0:16:43
2023-04-13 19:34:57,247 semantic_segmentation INFO: Iters: 38960/40000 || Lr: 0.000846 || Task Loss: 0.1558 || KD Loss: 0.1693|| Cost Time: 10:20:42 || Estimated Time: 0:16:34
2023-04-13 19:35:06,447 semantic_segmentation INFO: Iters: 38970/40000 || Lr: 0.000839 || Task Loss: 0.1464 || KD Loss: 0.1647|| Cost Time: 10:20:51 || Estimated Time: 0:16:24
2023-04-13 19:35:15,539 semantic_segmentation INFO: Iters: 38980/40000 || Lr: 0.000833 || Task Loss: 0.1926 || KD Loss: 0.1906|| Cost Time: 10:21:01 || Estimated Time: 0:16:15
2023-04-13 19:35:24,562 semantic_segmentation INFO: Iters: 38990/40000 || Lr: 0.000827 || Task Loss: 0.2327 || KD Loss: 0.1732|| Cost Time: 10:21:10 || Estimated Time: 0:16:05
2023-04-13 19:35:33,604 semantic_segmentation INFO: Iters: 39000/40000 || Lr: 0.000820 || Task Loss: 0.2229 || KD Loss: 0.1678|| Cost Time: 10:21:19 || Estimated Time: 0:15:55
2023-04-13 19:35:42,692 semantic_segmentation INFO: Iters: 39010/40000 || Lr: 0.000814 || Task Loss: 0.2181 || KD Loss: 0.1804|| Cost Time: 10:21:28 || Estimated Time: 0:15:46
2023-04-13 19:35:51,786 semantic_segmentation INFO: Iters: 39020/40000 || Lr: 0.000807 || Task Loss: 0.2081 || KD Loss: 0.1857|| Cost Time: 10:21:37 || Estimated Time: 0:15:36
2023-04-13 19:36:00,846 semantic_segmentation INFO: Iters: 39030/40000 || Lr: 0.000801 || Task Loss: 0.2114 || KD Loss: 0.2652|| Cost Time: 10:21:46 || Estimated Time: 0:15:27
2023-04-13 19:36:09,960 semantic_segmentation INFO: Iters: 39040/40000 || Lr: 0.000794 || Task Loss: 0.1492 || KD Loss: 0.1888|| Cost Time: 10:21:55 || Estimated Time: 0:15:17
2023-04-13 19:36:19,073 semantic_segmentation INFO: Iters: 39050/40000 || Lr: 0.000788 || Task Loss: 0.1952 || KD Loss: 0.2003|| Cost Time: 10:22:04 || Estimated Time: 0:15:08
2023-04-13 19:36:28,160 semantic_segmentation INFO: Iters: 39060/40000 || Lr: 0.000781 || Task Loss: 0.2021 || KD Loss: 0.2699|| Cost Time: 10:22:13 || Estimated Time: 0:14:58
2023-04-13 19:36:37,275 semantic_segmentation INFO: Iters: 39070/40000 || Lr: 0.000775 || Task Loss: 0.1705 || KD Loss: 0.1783|| Cost Time: 10:22:22 || Estimated Time: 0:14:48
2023-04-13 19:36:46,311 semantic_segmentation INFO: Iters: 39080/40000 || Lr: 0.000768 || Task Loss: 0.1612 || KD Loss: 0.1844|| Cost Time: 10:22:31 || Estimated Time: 0:14:39
2023-04-13 19:36:55,431 semantic_segmentation INFO: Iters: 39090/40000 || Lr: 0.000762 || Task Loss: 0.1877 || KD Loss: 0.2262|| Cost Time: 10:22:40 || Estimated Time: 0:14:29
2023-04-13 19:37:04,542 semantic_segmentation INFO: Iters: 39100/40000 || Lr: 0.000755 || Task Loss: 0.2478 || KD Loss: 0.2011|| Cost Time: 10:22:50 || Estimated Time: 0:14:20
2023-04-13 19:37:13,642 semantic_segmentation INFO: Iters: 39110/40000 || Lr: 0.000748 || Task Loss: 0.2057 || KD Loss: 0.2276|| Cost Time: 10:22:59 || Estimated Time: 0:14:10
2023-04-13 19:37:22,714 semantic_segmentation INFO: Iters: 39120/40000 || Lr: 0.000742 || Task Loss: 0.1818 || KD Loss: 0.2442|| Cost Time: 10:23:08 || Estimated Time: 0:14:01
2023-04-13 19:37:31,763 semantic_segmentation INFO: Iters: 39130/40000 || Lr: 0.000735 || Task Loss: 0.1544 || KD Loss: 0.1739|| Cost Time: 10:23:17 || Estimated Time: 0:13:51
2023-04-13 19:37:40,834 semantic_segmentation INFO: Iters: 39140/40000 || Lr: 0.000729 || Task Loss: 0.1215 || KD Loss: 0.1940|| Cost Time: 10:23:26 || Estimated Time: 0:13:41
2023-04-13 19:37:49,890 semantic_segmentation INFO: Iters: 39150/40000 || Lr: 0.000722 || Task Loss: 0.2052 || KD Loss: 0.1726|| Cost Time: 10:23:35 || Estimated Time: 0:13:32
2023-04-13 19:37:59,064 semantic_segmentation INFO: Iters: 39160/40000 || Lr: 0.000716 || Task Loss: 0.1841 || KD Loss: 0.1977|| Cost Time: 10:23:44 || Estimated Time: 0:13:22
2023-04-13 19:38:08,201 semantic_segmentation INFO: Iters: 39170/40000 || Lr: 0.000709 || Task Loss: 0.1851 || KD Loss: 0.2083|| Cost Time: 10:23:53 || Estimated Time: 0:13:13
2023-04-13 19:38:17,312 semantic_segmentation INFO: Iters: 39180/40000 || Lr: 0.000702 || Task Loss: 0.2229 || KD Loss: 0.1642|| Cost Time: 10:24:02 || Estimated Time: 0:13:03
2023-04-13 19:38:26,425 semantic_segmentation INFO: Iters: 39190/40000 || Lr: 0.000696 || Task Loss: 0.1761 || KD Loss: 0.1542|| Cost Time: 10:24:11 || Estimated Time: 0:12:54
2023-04-13 19:38:35,410 semantic_segmentation INFO: Iters: 39200/40000 || Lr: 0.000689 || Task Loss: 0.1907 || KD Loss: 0.2165|| Cost Time: 10:24:20 || Estimated Time: 0:12:44
2023-04-13 19:38:35,690 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 19:38:37,952 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.421
2023-04-13 19:38:38,459 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.522
2023-04-13 19:38:38,543 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.531
2023-04-13 19:38:38,655 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.550
2023-04-13 19:38:38,734 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.568
2023-04-13 19:38:38,817 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.978, mIoU: 0.572
2023-04-13 19:38:38,908 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.597
2023-04-13 19:38:38,984 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.632
2023-04-13 19:38:39,059 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.676
2023-04-13 19:38:39,134 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.734
2023-04-13 19:38:39,209 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.740
2023-04-13 19:38:39,285 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.768
2023-04-13 19:38:39,365 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.767
2023-04-13 19:38:39,438 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.967, mIoU: 0.763
2023-04-13 19:38:39,512 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.965, mIoU: 0.759
2023-04-13 19:38:39,582 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.749
2023-04-13 19:38:39,655 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.962, mIoU: 0.749
2023-04-13 19:38:39,728 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.962, mIoU: 0.752
2023-04-13 19:38:39,802 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.961, mIoU: 0.757
2023-04-13 19:38:39,871 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.764
2023-04-13 19:38:39,940 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.764
2023-04-13 19:38:40,015 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.741
2023-04-13 19:38:40,089 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.738
2023-04-13 19:38:40,166 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.746
2023-04-13 19:38:40,245 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.761
2023-04-13 19:38:40,323 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.763
2023-04-13 19:38:40,401 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.749
2023-04-13 19:38:40,476 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 19:38:40,550 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.749
2023-04-13 19:38:40,624 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-13 19:38:40,699 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-13 19:38:40,778 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.752
2023-04-13 19:38:40,861 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.754
2023-04-13 19:38:40,939 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.753
2023-04-13 19:38:41,015 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-13 19:38:41,089 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.754
2023-04-13 19:38:41,162 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.750
2023-04-13 19:38:41,238 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.750
2023-04-13 19:38:41,311 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.743
2023-04-13 19:38:41,391 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.744
2023-04-13 19:38:41,473 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.745
2023-04-13 19:38:41,552 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.744
2023-04-13 19:38:41,626 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.744
2023-04-13 19:38:41,701 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.746
2023-04-13 19:38:41,776 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.744
2023-04-13 19:38:41,851 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.744
2023-04-13 19:38:41,922 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.744
2023-04-13 19:38:42,001 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.743
2023-04-13 19:38:42,090 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.745
2023-04-13 19:38:42,168 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.747
2023-04-13 19:38:42,243 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.747
2023-04-13 19:38:42,320 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.754
2023-04-13 19:38:42,399 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.754
2023-04-13 19:38:42,475 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.756
2023-04-13 19:38:42,549 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-13 19:38:42,628 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-13 19:38:42,708 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-13 19:38:42,789 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:38:42,867 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.763
2023-04-13 19:38:42,942 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.761
2023-04-13 19:38:43,016 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:38:43,092 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-13 19:38:43,164 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-13 19:38:43,239 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:38:43,316 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:38:43,392 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:38:43,473 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:38:43,548 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.768
2023-04-13 19:38:43,629 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:38:43,706 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:38:43,782 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-13 19:38:43,864 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:38:43,938 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:38:44,015 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:38:44,091 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:38:44,163 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:38:44,234 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:38:44,306 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:38:44,377 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:38:44,454 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:38:44,534 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.769
2023-04-13 19:38:44,613 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.769
2023-04-13 19:38:44,689 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:38:44,764 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:38:44,840 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:38:44,921 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:38:44,997 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:38:45,073 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:38:45,152 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:38:45,228 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:38:45,306 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:38:45,381 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:38:45,452 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:38:45,521 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:38:45,593 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:38:45,662 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:38:45,737 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-13 19:38:45,806 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-13 19:38:45,879 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:38:45,953 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:38:46,024 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:38:46,101 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:46,182 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:46,264 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:46,345 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:46,419 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:46,500 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:46,573 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:38:46,645 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:38:46,720 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:38:46,798 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:38:46,873 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:46,951 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:47,028 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:47,107 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:38:47,182 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-13 19:38:47,258 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-13 19:38:47,336 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-13 19:38:47,413 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:38:47,491 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-13 19:38:47,571 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:38:47,650 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:38:47,723 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-13 19:38:47,798 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-13 19:38:47,876 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-13 19:38:47,948 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:38:48,022 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.767
2023-04-13 19:38:48,100 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.950, mIoU: 0.767
2023-04-13 19:38:48,174 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:38:48,251 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:38:48,329 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-13 19:38:48,401 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:48,472 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:48,546 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:38:48,625 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:38:48,706 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:38:48,785 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:38:48,859 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-13 19:38:48,934 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:38:49,008 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:49,079 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.951, mIoU: 0.767
2023-04-13 19:38:49,156 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:49,228 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:49,301 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:49,377 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:38:49,458 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:49,543 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:49,620 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:38:49,696 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:38:49,772 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:38:49,844 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:49,917 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:49,993 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:50,072 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:50,158 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:50,238 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:38:50,313 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-13 19:38:50,390 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:38:50,467 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:38:50,543 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:38:50,618 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.952, mIoU: 0.765
2023-04-13 19:38:50,693 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:38:50,769 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:38:50,843 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:38:50,916 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:38:50,989 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:38:51,062 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:38:51,138 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-13 19:38:51,213 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-13 19:38:51,295 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:38:51,373 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:38:51,450 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:38:51,529 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:38:51,602 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:38:51,676 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:38:51,754 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:38:51,827 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:51,903 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:51,979 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:38:52,057 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,133 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,205 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,280 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,357 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,431 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,503 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,575 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,650 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,733 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,812 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:52,889 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:38:52,967 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:38:53,040 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:53,111 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.953, mIoU: 0.763
2023-04-13 19:38:53,181 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:38:53,251 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-13 19:38:53,327 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:38:53,397 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:38:53,474 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-13 19:38:53,556 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.952, mIoU: 0.761
2023-04-13 19:38:53,637 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:53,715 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:53,792 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:53,866 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:53,941 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:54,021 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:54,100 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:54,177 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:54,255 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-13 19:38:54,333 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:38:54,406 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:38:54,481 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:38:54,556 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:38:54,631 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:38:54,709 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:38:54,782 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-13 19:38:54,859 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.954, mIoU: 0.761
2023-04-13 19:38:54,936 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.954, mIoU: 0.761
2023-04-13 19:38:55,011 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:38:55,083 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:38:55,150 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:38:55,217 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:38:55,284 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:38:55,349 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:38:55,415 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:38:55,481 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:38:55,546 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-13 19:38:55,611 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-13 19:38:55,675 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 19:38:55,740 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:55,803 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:55,865 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:55,930 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:55,996 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:56,063 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:56,135 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:56,208 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:56,284 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:56,356 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:56,427 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-13 19:38:56,498 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:38:56,568 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-13 19:38:56,635 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 19:38:56,705 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-13 19:38:56,774 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-13 19:38:56,841 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-13 19:38:56,908 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-13 19:38:56,971 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-13 19:38:57,038 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-13 19:38:57,104 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-13 19:38:57,614 semantic_segmentation INFO: Overall validation pixAcc: 95.777, mIoU: 76.527
2023-04-13 19:39:06,684 semantic_segmentation INFO: Iters: 39210/40000 || Lr: 0.000683 || Task Loss: 0.2018 || KD Loss: 0.2179|| Cost Time: 10:24:52 || Estimated Time: 0:12:35
2023-04-13 19:39:15,582 semantic_segmentation INFO: Iters: 39220/40000 || Lr: 0.000676 || Task Loss: 0.1571 || KD Loss: 0.1563|| Cost Time: 10:25:01 || Estimated Time: 0:12:25
2023-04-13 19:39:24,443 semantic_segmentation INFO: Iters: 39230/40000 || Lr: 0.000669 || Task Loss: 0.1344 || KD Loss: 0.2646|| Cost Time: 10:25:09 || Estimated Time: 0:12:16
2023-04-13 19:39:33,295 semantic_segmentation INFO: Iters: 39240/40000 || Lr: 0.000663 || Task Loss: 0.1504 || KD Loss: 0.2022|| Cost Time: 10:25:18 || Estimated Time: 0:12:06
2023-04-13 19:39:42,313 semantic_segmentation INFO: Iters: 39250/40000 || Lr: 0.000656 || Task Loss: 0.2861 || KD Loss: 0.2292|| Cost Time: 10:25:27 || Estimated Time: 0:11:57
2023-04-13 19:39:51,326 semantic_segmentation INFO: Iters: 39260/40000 || Lr: 0.000649 || Task Loss: 0.1707 || KD Loss: 0.1788|| Cost Time: 10:25:36 || Estimated Time: 0:11:47
2023-04-13 19:40:00,327 semantic_segmentation INFO: Iters: 39270/40000 || Lr: 0.000643 || Task Loss: 0.2011 || KD Loss: 0.2450|| Cost Time: 10:25:45 || Estimated Time: 0:11:37
2023-04-13 19:40:09,301 semantic_segmentation INFO: Iters: 39280/40000 || Lr: 0.000636 || Task Loss: 0.2109 || KD Loss: 0.2189|| Cost Time: 10:25:54 || Estimated Time: 0:11:28
2023-04-13 19:40:18,288 semantic_segmentation INFO: Iters: 39290/40000 || Lr: 0.000629 || Task Loss: 0.2109 || KD Loss: 0.1920|| Cost Time: 10:26:03 || Estimated Time: 0:11:18
2023-04-13 19:40:27,355 semantic_segmentation INFO: Iters: 39300/40000 || Lr: 0.000623 || Task Loss: 0.1891 || KD Loss: 0.2830|| Cost Time: 10:26:12 || Estimated Time: 0:11:09
2023-04-13 19:40:36,376 semantic_segmentation INFO: Iters: 39310/40000 || Lr: 0.000616 || Task Loss: 0.2596 || KD Loss: 0.2210|| Cost Time: 10:26:21 || Estimated Time: 0:10:59
2023-04-13 19:40:45,365 semantic_segmentation INFO: Iters: 39320/40000 || Lr: 0.000609 || Task Loss: 0.1828 || KD Loss: 0.2227|| Cost Time: 10:26:30 || Estimated Time: 0:10:50
2023-04-13 19:40:54,421 semantic_segmentation INFO: Iters: 39330/40000 || Lr: 0.000602 || Task Loss: 0.2243 || KD Loss: 0.2093|| Cost Time: 10:26:39 || Estimated Time: 0:10:40
2023-04-13 19:41:03,419 semantic_segmentation INFO: Iters: 39340/40000 || Lr: 0.000596 || Task Loss: 0.1996 || KD Loss: 0.2782|| Cost Time: 10:26:48 || Estimated Time: 0:10:30
2023-04-13 19:41:12,449 semantic_segmentation INFO: Iters: 39350/40000 || Lr: 0.000589 || Task Loss: 0.1654 || KD Loss: 0.2088|| Cost Time: 10:26:58 || Estimated Time: 0:10:21
2023-04-13 19:41:21,454 semantic_segmentation INFO: Iters: 39360/40000 || Lr: 0.000582 || Task Loss: 0.1914 || KD Loss: 0.2153|| Cost Time: 10:27:07 || Estimated Time: 0:10:11
2023-04-13 19:41:30,496 semantic_segmentation INFO: Iters: 39370/40000 || Lr: 0.000575 || Task Loss: 0.1620 || KD Loss: 0.1330|| Cost Time: 10:27:16 || Estimated Time: 0:10:02
2023-04-13 19:41:39,460 semantic_segmentation INFO: Iters: 39380/40000 || Lr: 0.000569 || Task Loss: 0.2252 || KD Loss: 0.2093|| Cost Time: 10:27:25 || Estimated Time: 0:09:52
2023-04-13 19:41:48,379 semantic_segmentation INFO: Iters: 39390/40000 || Lr: 0.000562 || Task Loss: 0.1872 || KD Loss: 0.1961|| Cost Time: 10:27:33 || Estimated Time: 0:09:43
2023-04-13 19:41:57,429 semantic_segmentation INFO: Iters: 39400/40000 || Lr: 0.000555 || Task Loss: 0.2625 || KD Loss: 0.2587|| Cost Time: 10:27:42 || Estimated Time: 0:09:33
2023-04-13 19:42:06,485 semantic_segmentation INFO: Iters: 39410/40000 || Lr: 0.000548 || Task Loss: 0.2030 || KD Loss: 0.2128|| Cost Time: 10:27:52 || Estimated Time: 0:09:23
2023-04-13 19:42:15,417 semantic_segmentation INFO: Iters: 39420/40000 || Lr: 0.000541 || Task Loss: 0.1984 || KD Loss: 0.2029|| Cost Time: 10:28:00 || Estimated Time: 0:09:14
2023-04-13 19:42:24,429 semantic_segmentation INFO: Iters: 39430/40000 || Lr: 0.000534 || Task Loss: 0.2676 || KD Loss: 0.2632|| Cost Time: 10:28:09 || Estimated Time: 0:09:04
2023-04-13 19:42:33,514 semantic_segmentation INFO: Iters: 39440/40000 || Lr: 0.000528 || Task Loss: 0.1510 || KD Loss: 0.1900|| Cost Time: 10:28:19 || Estimated Time: 0:08:55
2023-04-13 19:42:42,509 semantic_segmentation INFO: Iters: 39450/40000 || Lr: 0.000521 || Task Loss: 0.2521 || KD Loss: 0.2096|| Cost Time: 10:28:28 || Estimated Time: 0:08:45
2023-04-13 19:42:51,455 semantic_segmentation INFO: Iters: 39460/40000 || Lr: 0.000514 || Task Loss: 0.1941 || KD Loss: 0.2458|| Cost Time: 10:28:37 || Estimated Time: 0:08:36
2023-04-13 19:43:00,379 semantic_segmentation INFO: Iters: 39470/40000 || Lr: 0.000507 || Task Loss: 0.1340 || KD Loss: 0.1904|| Cost Time: 10:28:45 || Estimated Time: 0:08:26
2023-04-13 19:43:09,461 semantic_segmentation INFO: Iters: 39480/40000 || Lr: 0.000500 || Task Loss: 0.1712 || KD Loss: 0.1894|| Cost Time: 10:28:55 || Estimated Time: 0:08:17
2023-04-13 19:43:18,462 semantic_segmentation INFO: Iters: 39490/40000 || Lr: 0.000493 || Task Loss: 0.1864 || KD Loss: 0.2123|| Cost Time: 10:29:04 || Estimated Time: 0:08:07
2023-04-13 19:43:27,537 semantic_segmentation INFO: Iters: 39500/40000 || Lr: 0.000486 || Task Loss: 0.2552 || KD Loss: 0.1840|| Cost Time: 10:29:13 || Estimated Time: 0:07:57
2023-04-13 19:43:36,585 semantic_segmentation INFO: Iters: 39510/40000 || Lr: 0.000479 || Task Loss: 0.2151 || KD Loss: 0.1683|| Cost Time: 10:29:22 || Estimated Time: 0:07:48
2023-04-13 19:43:45,594 semantic_segmentation INFO: Iters: 39520/40000 || Lr: 0.000472 || Task Loss: 0.2175 || KD Loss: 0.1731|| Cost Time: 10:29:31 || Estimated Time: 0:07:38
2023-04-13 19:43:54,572 semantic_segmentation INFO: Iters: 39530/40000 || Lr: 0.000465 || Task Loss: 0.1794 || KD Loss: 0.1670|| Cost Time: 10:29:40 || Estimated Time: 0:07:29
2023-04-13 19:44:03,542 semantic_segmentation INFO: Iters: 39540/40000 || Lr: 0.000458 || Task Loss: 0.1565 || KD Loss: 0.1600|| Cost Time: 10:29:49 || Estimated Time: 0:07:19
2023-04-13 19:44:12,619 semantic_segmentation INFO: Iters: 39550/40000 || Lr: 0.000451 || Task Loss: 0.1530 || KD Loss: 0.1625|| Cost Time: 10:29:58 || Estimated Time: 0:07:10
2023-04-13 19:44:21,597 semantic_segmentation INFO: Iters: 39560/40000 || Lr: 0.000444 || Task Loss: 0.1784 || KD Loss: 0.1707|| Cost Time: 10:30:07 || Estimated Time: 0:07:00
2023-04-13 19:44:30,687 semantic_segmentation INFO: Iters: 39570/40000 || Lr: 0.000437 || Task Loss: 0.2142 || KD Loss: 0.2087|| Cost Time: 10:30:16 || Estimated Time: 0:06:50
2023-04-13 19:44:39,749 semantic_segmentation INFO: Iters: 39580/40000 || Lr: 0.000430 || Task Loss: 0.1858 || KD Loss: 0.2324|| Cost Time: 10:30:25 || Estimated Time: 0:06:41
2023-04-13 19:44:48,722 semantic_segmentation INFO: Iters: 39590/40000 || Lr: 0.000423 || Task Loss: 0.1310 || KD Loss: 0.1535|| Cost Time: 10:30:34 || Estimated Time: 0:06:31
2023-04-13 19:44:57,737 semantic_segmentation INFO: Iters: 39600/40000 || Lr: 0.000416 || Task Loss: 0.1511 || KD Loss: 0.1560|| Cost Time: 10:30:43 || Estimated Time: 0:06:22
2023-04-13 19:44:58,017 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 19:45:00,745 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.417
2023-04-13 19:45:00,844 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.518
2023-04-13 19:45:00,932 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.522
2023-04-13 19:45:01,015 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.545
2023-04-13 19:45:01,090 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.563
2023-04-13 19:45:01,168 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.567
2023-04-13 19:45:01,242 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.576
2023-04-13 19:45:01,319 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.614
2023-04-13 19:45:01,392 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.660
2023-04-13 19:45:01,464 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.716
2023-04-13 19:45:01,533 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.725
2023-04-13 19:45:01,603 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.753
2023-04-13 19:45:01,680 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.755
2023-04-13 19:45:01,753 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.751
2023-04-13 19:45:01,828 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.965, mIoU: 0.746
2023-04-13 19:45:01,904 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.736
2023-04-13 19:45:01,980 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.962, mIoU: 0.737
2023-04-13 19:45:02,061 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.742
2023-04-13 19:45:02,138 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.749
2023-04-13 19:45:02,212 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.757
2023-04-13 19:45:02,287 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.756
2023-04-13 19:45:02,358 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.738
2023-04-13 19:45:02,434 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.735
2023-04-13 19:45:02,507 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.744
2023-04-13 19:45:02,587 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.760
2023-04-13 19:45:02,663 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.762
2023-04-13 19:45:02,741 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.748
2023-04-13 19:45:02,818 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.745
2023-04-13 19:45:02,892 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.748
2023-04-13 19:45:02,967 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.757
2023-04-13 19:45:03,045 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.757
2023-04-13 19:45:03,117 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-13 19:45:03,194 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.757
2023-04-13 19:45:03,271 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.756
2023-04-13 19:45:03,352 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.757
2023-04-13 19:45:03,427 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.757
2023-04-13 19:45:03,502 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.753
2023-04-13 19:45:03,577 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.753
2023-04-13 19:45:03,649 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-13 19:45:03,721 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.747
2023-04-13 19:45:03,793 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.747
2023-04-13 19:45:03,872 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.747
2023-04-13 19:45:03,946 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.747
2023-04-13 19:45:04,028 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.956, mIoU: 0.749
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2023-04-13 19:45:04,267 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.957, mIoU: 0.747
2023-04-13 19:45:04,341 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.746
2023-04-13 19:45:04,413 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.748
2023-04-13 19:45:04,489 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.957, mIoU: 0.751
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2023-04-13 19:45:04,646 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.957, mIoU: 0.756
2023-04-13 19:45:04,722 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.756
2023-04-13 19:45:04,803 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.759
2023-04-13 19:45:04,880 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.758
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2023-04-13 19:45:05,113 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.765
2023-04-13 19:45:05,189 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.767
2023-04-13 19:45:05,271 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.955, mIoU: 0.765
2023-04-13 19:45:05,345 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.955, mIoU: 0.768
2023-04-13 19:45:05,423 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.955, mIoU: 0.769
2023-04-13 19:45:05,500 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:45:05,574 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:45:05,649 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-13 19:45:05,723 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:45:05,800 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.767
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2023-04-13 19:45:05,957 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-13 19:45:06,039 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.766
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2023-04-13 19:45:06,714 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.765
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2023-04-13 19:45:06,861 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.768
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2023-04-13 19:45:07,003 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.767
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2023-04-13 19:45:07,149 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-13 19:45:07,222 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:45:07,302 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.761
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2023-04-13 19:45:07,610 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-13 19:45:07,680 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.952, mIoU: 0.769
2023-04-13 19:45:07,752 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.952, mIoU: 0.769
2023-04-13 19:45:07,826 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.769
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2023-04-13 19:45:08,043 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.952, mIoU: 0.770
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2023-04-13 19:45:09,045 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.951, mIoU: 0.769
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2023-04-13 19:45:09,193 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.951, mIoU: 0.768
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2023-04-13 19:45:11,563 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.952, mIoU: 0.772
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2023-04-13 19:45:11,707 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.952, mIoU: 0.771
2023-04-13 19:45:11,781 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.952, mIoU: 0.772
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2023-04-13 19:45:11,927 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.952, mIoU: 0.772
2023-04-13 19:45:12,001 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.952, mIoU: 0.771
2023-04-13 19:45:12,071 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.952, mIoU: 0.771
2023-04-13 19:45:12,149 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.952, mIoU: 0.772
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2023-04-13 19:45:12,770 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.952, mIoU: 0.772
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2023-04-13 19:45:13,141 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.952, mIoU: 0.769
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2023-04-13 19:45:14,004 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.953, mIoU: 0.768
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2023-04-13 19:45:14,152 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.952, mIoU: 0.767
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2023-04-13 19:45:15,414 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.953, mIoU: 0.769
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2023-04-13 19:45:15,951 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.953, mIoU: 0.769
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2023-04-13 19:45:19,069 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-13 19:45:19,139 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-13 19:45:19,208 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:45:19,277 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-13 19:45:19,341 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:45:19,408 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:45:19,475 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:45:19,856 semantic_segmentation INFO: Overall validation pixAcc: 95.838, mIoU: 77.371
2023-04-13 19:45:28,871 semantic_segmentation INFO: Iters: 39610/40000 || Lr: 0.000409 || Task Loss: 0.1705 || KD Loss: 0.1722|| Cost Time: 10:31:14 || Estimated Time: 0:06:12
2023-04-13 19:45:37,856 semantic_segmentation INFO: Iters: 39620/40000 || Lr: 0.000402 || Task Loss: 0.2002 || KD Loss: 0.2348|| Cost Time: 10:31:23 || Estimated Time: 0:06:03
2023-04-13 19:45:46,874 semantic_segmentation INFO: Iters: 39630/40000 || Lr: 0.000395 || Task Loss: 0.2277 || KD Loss: 0.1545|| Cost Time: 10:31:32 || Estimated Time: 0:05:53
2023-04-13 19:45:55,656 semantic_segmentation INFO: Iters: 39640/40000 || Lr: 0.000388 || Task Loss: 0.2336 || KD Loss: 0.2113|| Cost Time: 10:31:41 || Estimated Time: 0:05:44
2023-04-13 19:46:04,647 semantic_segmentation INFO: Iters: 39650/40000 || Lr: 0.000380 || Task Loss: 0.2301 || KD Loss: 0.1755|| Cost Time: 10:31:50 || Estimated Time: 0:05:34
2023-04-13 19:46:13,667 semantic_segmentation INFO: Iters: 39660/40000 || Lr: 0.000373 || Task Loss: 0.2503 || KD Loss: 0.2428|| Cost Time: 10:31:59 || Estimated Time: 0:05:25
2023-04-13 19:46:22,613 semantic_segmentation INFO: Iters: 39670/40000 || Lr: 0.000366 || Task Loss: 0.2171 || KD Loss: 0.1907|| Cost Time: 10:32:08 || Estimated Time: 0:05:15
2023-04-13 19:46:31,609 semantic_segmentation INFO: Iters: 39680/40000 || Lr: 0.000359 || Task Loss: 0.1958 || KD Loss: 0.1423|| Cost Time: 10:32:17 || Estimated Time: 0:05:05
2023-04-13 19:46:40,679 semantic_segmentation INFO: Iters: 39690/40000 || Lr: 0.000351 || Task Loss: 0.1946 || KD Loss: 0.2592|| Cost Time: 10:32:26 || Estimated Time: 0:04:56
2023-04-13 19:46:49,698 semantic_segmentation INFO: Iters: 39700/40000 || Lr: 0.000344 || Task Loss: 0.1728 || KD Loss: 0.1928|| Cost Time: 10:32:35 || Estimated Time: 0:04:46
2023-04-13 19:46:58,706 semantic_segmentation INFO: Iters: 39710/40000 || Lr: 0.000337 || Task Loss: 0.1935 || KD Loss: 0.1880|| Cost Time: 10:32:44 || Estimated Time: 0:04:37
2023-04-13 19:47:07,738 semantic_segmentation INFO: Iters: 39720/40000 || Lr: 0.000330 || Task Loss: 0.1977 || KD Loss: 0.1997|| Cost Time: 10:32:53 || Estimated Time: 0:04:27
2023-04-13 19:47:16,767 semantic_segmentation INFO: Iters: 39730/40000 || Lr: 0.000322 || Task Loss: 0.2309 || KD Loss: 0.3385|| Cost Time: 10:33:02 || Estimated Time: 0:04:18
2023-04-13 19:47:25,776 semantic_segmentation INFO: Iters: 39740/40000 || Lr: 0.000315 || Task Loss: 0.1784 || KD Loss: 0.1839|| Cost Time: 10:33:11 || Estimated Time: 0:04:08
2023-04-13 19:47:34,780 semantic_segmentation INFO: Iters: 39750/40000 || Lr: 0.000307 || Task Loss: 0.1559 || KD Loss: 0.1768|| Cost Time: 10:33:20 || Estimated Time: 0:03:58
2023-04-13 19:47:43,796 semantic_segmentation INFO: Iters: 39760/40000 || Lr: 0.000300 || Task Loss: 0.1684 || KD Loss: 0.2161|| Cost Time: 10:33:29 || Estimated Time: 0:03:49
2023-04-13 19:47:52,818 semantic_segmentation INFO: Iters: 39770/40000 || Lr: 0.000292 || Task Loss: 0.1648 || KD Loss: 0.2379|| Cost Time: 10:33:38 || Estimated Time: 0:03:39
2023-04-13 19:48:01,784 semantic_segmentation INFO: Iters: 39780/40000 || Lr: 0.000285 || Task Loss: 0.1664 || KD Loss: 0.2368|| Cost Time: 10:33:47 || Estimated Time: 0:03:30
2023-04-13 19:48:10,757 semantic_segmentation INFO: Iters: 39790/40000 || Lr: 0.000277 || Task Loss: 0.1672 || KD Loss: 0.2121|| Cost Time: 10:33:56 || Estimated Time: 0:03:20
2023-04-13 19:48:19,827 semantic_segmentation INFO: Iters: 39800/40000 || Lr: 0.000270 || Task Loss: 0.2383 || KD Loss: 0.2369|| Cost Time: 10:34:05 || Estimated Time: 0:03:11
2023-04-13 19:48:28,861 semantic_segmentation INFO: Iters: 39810/40000 || Lr: 0.000262 || Task Loss: 0.1181 || KD Loss: 0.1681|| Cost Time: 10:34:14 || Estimated Time: 0:03:01
2023-04-13 19:48:37,850 semantic_segmentation INFO: Iters: 39820/40000 || Lr: 0.000254 || Task Loss: 0.2069 || KD Loss: 0.1959|| Cost Time: 10:34:23 || Estimated Time: 0:02:52
2023-04-13 19:48:46,826 semantic_segmentation INFO: Iters: 39830/40000 || Lr: 0.000247 || Task Loss: 0.1918 || KD Loss: 0.1632|| Cost Time: 10:34:32 || Estimated Time: 0:02:42
2023-04-13 19:48:55,836 semantic_segmentation INFO: Iters: 39840/40000 || Lr: 0.000239 || Task Loss: 0.1801 || KD Loss: 0.2404|| Cost Time: 10:34:41 || Estimated Time: 0:02:32
2023-04-13 19:49:04,781 semantic_segmentation INFO: Iters: 39850/40000 || Lr: 0.000231 || Task Loss: 0.1372 || KD Loss: 0.1898|| Cost Time: 10:34:50 || Estimated Time: 0:02:23
2023-04-13 19:49:13,850 semantic_segmentation INFO: Iters: 39860/40000 || Lr: 0.000223 || Task Loss: 0.2038 || KD Loss: 0.1734|| Cost Time: 10:34:59 || Estimated Time: 0:02:13
2023-04-13 19:49:22,726 semantic_segmentation INFO: Iters: 39870/40000 || Lr: 0.000215 || Task Loss: 0.1817 || KD Loss: 0.1349|| Cost Time: 10:35:08 || Estimated Time: 0:02:04
2023-04-13 19:49:31,848 semantic_segmentation INFO: Iters: 39880/40000 || Lr: 0.000208 || Task Loss: 0.1861 || KD Loss: 0.1433|| Cost Time: 10:35:17 || Estimated Time: 0:01:54
2023-04-13 19:49:41,044 semantic_segmentation INFO: Iters: 39890/40000 || Lr: 0.000199 || Task Loss: 0.1837 || KD Loss: 0.1601|| Cost Time: 10:35:26 || Estimated Time: 0:01:45
2023-04-13 19:49:50,115 semantic_segmentation INFO: Iters: 39900/40000 || Lr: 0.000191 || Task Loss: 0.1358 || KD Loss: 0.1670|| Cost Time: 10:35:35 || Estimated Time: 0:01:35
2023-04-13 19:49:59,192 semantic_segmentation INFO: Iters: 39910/40000 || Lr: 0.000183 || Task Loss: 0.2055 || KD Loss: 0.1896|| Cost Time: 10:35:44 || Estimated Time: 0:01:26
2023-04-13 19:50:08,244 semantic_segmentation INFO: Iters: 39920/40000 || Lr: 0.000175 || Task Loss: 0.1954 || KD Loss: 0.2364|| Cost Time: 10:35:53 || Estimated Time: 0:01:16
2023-04-13 19:50:17,259 semantic_segmentation INFO: Iters: 39930/40000 || Lr: 0.000167 || Task Loss: 0.1603 || KD Loss: 0.2699|| Cost Time: 10:36:02 || Estimated Time: 0:01:06
2023-04-13 19:50:26,299 semantic_segmentation INFO: Iters: 39940/40000 || Lr: 0.000158 || Task Loss: 0.2065 || KD Loss: 0.2101|| Cost Time: 10:36:11 || Estimated Time: 0:00:57
2023-04-13 19:50:35,217 semantic_segmentation INFO: Iters: 39950/40000 || Lr: 0.000149 || Task Loss: 0.1623 || KD Loss: 0.1599|| Cost Time: 10:36:20 || Estimated Time: 0:00:47
2023-04-13 19:50:44,100 semantic_segmentation INFO: Iters: 39960/40000 || Lr: 0.000141 || Task Loss: 0.1449 || KD Loss: 0.1996|| Cost Time: 10:36:29 || Estimated Time: 0:00:38
2023-04-13 19:50:53,065 semantic_segmentation INFO: Iters: 39970/40000 || Lr: 0.000132 || Task Loss: 0.2048 || KD Loss: 0.2205|| Cost Time: 10:36:38 || Estimated Time: 0:00:28
2023-04-13 19:51:02,060 semantic_segmentation INFO: Iters: 39980/40000 || Lr: 0.000122 || Task Loss: 0.2204 || KD Loss: 0.1841|| Cost Time: 10:36:47 || Estimated Time: 0:00:19
2023-04-13 19:51:11,083 semantic_segmentation INFO: Iters: 39990/40000 || Lr: 0.000112 || Task Loss: 0.1873 || KD Loss: 0.1294|| Cost Time: 10:36:56 || Estimated Time: 0:00:09
2023-04-13 19:51:20,133 semantic_segmentation INFO: Iters: 40000/40000 || Lr: 0.000101 || Task Loss: 0.1877 || KD Loss: 0.2308|| Cost Time: 10:37:05 || Estimated Time: 0:00:00
2023-04-13 19:51:20,414 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 19:51:23,295 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.417
2023-04-13 19:51:23,379 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.519
2023-04-13 19:51:23,466 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.524
2023-04-13 19:51:23,546 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.545
2023-04-13 19:51:23,619 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.568
2023-04-13 19:51:23,694 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.572
2023-04-13 19:51:23,768 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.584
2023-04-13 19:51:23,840 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.620
2023-04-13 19:51:23,917 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.666
2023-04-13 19:51:23,997 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.723
2023-04-13 19:51:24,075 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.731
2023-04-13 19:51:24,159 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.758
2023-04-13 19:51:24,246 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.760
2023-04-13 19:51:24,318 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.967, mIoU: 0.756
2023-04-13 19:51:24,390 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.965, mIoU: 0.751
2023-04-13 19:51:24,465 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.741
2023-04-13 19:51:24,540 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.962, mIoU: 0.742
2023-04-13 19:51:24,618 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.747
2023-04-13 19:51:24,697 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.961, mIoU: 0.753
2023-04-13 19:51:24,767 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.760
2023-04-13 19:51:24,842 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.760
2023-04-13 19:51:24,917 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.749
2023-04-13 19:51:24,991 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.747
2023-04-13 19:51:25,072 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.754
2023-04-13 19:51:25,145 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.958, mIoU: 0.769
2023-04-13 19:51:25,219 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.958, mIoU: 0.771
2023-04-13 19:51:25,297 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.757
2023-04-13 19:51:25,381 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.956, mIoU: 0.754
2023-04-13 19:51:25,463 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.956, mIoU: 0.756
2023-04-13 19:51:25,536 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.956, mIoU: 0.764
2023-04-13 19:51:25,608 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.956, mIoU: 0.763
2023-04-13 19:51:25,684 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.955, mIoU: 0.761
2023-04-13 19:51:25,754 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.956, mIoU: 0.762
2023-04-13 19:51:25,827 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.956, mIoU: 0.762
2023-04-13 19:51:25,900 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.956, mIoU: 0.763
2023-04-13 19:51:25,979 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.956, mIoU: 0.763
2023-04-13 19:51:26,057 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.956, mIoU: 0.758
2023-04-13 19:51:26,135 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.758
2023-04-13 19:51:26,215 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.955, mIoU: 0.752
2023-04-13 19:51:26,287 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.753
2023-04-13 19:51:26,359 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.753
2023-04-13 19:51:26,433 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.956, mIoU: 0.753
2023-04-13 19:51:26,508 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.956, mIoU: 0.753
2023-04-13 19:51:26,582 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.956, mIoU: 0.754
2023-04-13 19:51:26,663 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.956, mIoU: 0.753
2023-04-13 19:51:26,744 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.752
2023-04-13 19:51:26,823 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.957, mIoU: 0.753
2023-04-13 19:51:26,904 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.752
2023-04-13 19:51:26,985 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.754
2023-04-13 19:51:27,065 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.957, mIoU: 0.756
2023-04-13 19:51:27,143 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.957, mIoU: 0.757
2023-04-13 19:51:27,220 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.957, mIoU: 0.762
2023-04-13 19:51:27,299 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.957, mIoU: 0.762
2023-04-13 19:51:27,378 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.957, mIoU: 0.764
2023-04-13 19:51:27,450 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.763
2023-04-13 19:51:27,524 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.762
2023-04-13 19:51:27,597 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.955, mIoU: 0.763
2023-04-13 19:51:27,670 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.956, mIoU: 0.769
2023-04-13 19:51:27,748 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.956, mIoU: 0.771
2023-04-13 19:51:27,827 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.955, mIoU: 0.769
2023-04-13 19:51:27,913 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.955, mIoU: 0.772
2023-04-13 19:51:27,992 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.955, mIoU: 0.773
2023-04-13 19:51:28,066 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.955, mIoU: 0.772
2023-04-13 19:51:28,144 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:51:28,221 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.955, mIoU: 0.773
2023-04-13 19:51:28,295 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.955, mIoU: 0.772
2023-04-13 19:51:28,370 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.954, mIoU: 0.772
2023-04-13 19:51:28,446 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.773
2023-04-13 19:51:28,525 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:28,608 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:28,681 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.954, mIoU: 0.772
2023-04-13 19:51:28,758 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.772
2023-04-13 19:51:28,839 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:28,917 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:28,992 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.772
2023-04-13 19:51:29,068 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.954, mIoU: 0.772
2023-04-13 19:51:29,147 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:29,218 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:51:29,290 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:29,362 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.954, mIoU: 0.772
2023-04-13 19:51:29,432 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.955, mIoU: 0.773
2023-04-13 19:51:29,502 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.955, mIoU: 0.773
2023-04-13 19:51:29,577 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.955, mIoU: 0.772
2023-04-13 19:51:29,655 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:29,730 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:51:29,807 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:51:29,887 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.766
2023-04-13 19:51:29,962 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-13 19:51:30,038 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:51:30,112 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.952, mIoU: 0.765
2023-04-13 19:51:30,189 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-13 19:51:30,259 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:30,332 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:30,411 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:30,494 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.953, mIoU: 0.774
2023-04-13 19:51:30,569 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.953, mIoU: 0.774
2023-04-13 19:51:30,654 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.953, mIoU: 0.775
2023-04-13 19:51:30,727 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.953, mIoU: 0.775
2023-04-13 19:51:30,801 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.952, mIoU: 0.773
2023-04-13 19:51:30,873 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:30,944 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.951, mIoU: 0.774
2023-04-13 19:51:31,019 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:31,097 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:31,179 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:31,260 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:31,336 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:31,409 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:31,485 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:51:31,565 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:51:31,640 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.951, mIoU: 0.773
2023-04-13 19:51:31,720 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:51:31,795 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:51:31,876 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:51:31,949 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:32,023 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:32,094 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:32,166 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:32,240 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:32,320 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:51:32,400 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:51:32,479 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:51:32,556 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.951, mIoU: 0.772
2023-04-13 19:51:32,636 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-13 19:51:32,714 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.951, mIoU: 0.773
2023-04-13 19:51:32,788 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.951, mIoU: 0.773
2023-04-13 19:51:32,861 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.951, mIoU: 0.775
2023-04-13 19:51:32,942 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.951, mIoU: 0.777
2023-04-13 19:51:33,018 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.951, mIoU: 0.777
2023-04-13 19:51:33,097 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.951, mIoU: 0.776
2023-04-13 19:51:33,169 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.951, mIoU: 0.777
2023-04-13 19:51:33,242 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.951, mIoU: 0.776
2023-04-13 19:51:33,312 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.952, mIoU: 0.776
2023-04-13 19:51:33,384 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.952, mIoU: 0.776
2023-04-13 19:51:33,455 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.952, mIoU: 0.775
2023-04-13 19:51:33,526 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:33,598 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:33,671 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:33,750 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:33,827 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.952, mIoU: 0.775
2023-04-13 19:51:33,902 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.952, mIoU: 0.776
2023-04-13 19:51:33,979 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.952, mIoU: 0.776
2023-04-13 19:51:34,054 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.952, mIoU: 0.776
2023-04-13 19:51:34,130 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.952, mIoU: 0.775
2023-04-13 19:51:34,201 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.952, mIoU: 0.775
2023-04-13 19:51:34,272 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:34,345 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.952, mIoU: 0.775
2023-04-13 19:51:34,416 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.952, mIoU: 0.775
2023-04-13 19:51:34,489 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:34,561 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:34,636 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:34,716 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:34,796 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.952, mIoU: 0.774
2023-04-13 19:51:34,875 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.952, mIoU: 0.775
2023-04-13 19:51:34,953 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.952, mIoU: 0.775
2023-04-13 19:51:35,029 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.952, mIoU: 0.775
2023-04-13 19:51:35,107 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.952, mIoU: 0.776
2023-04-13 19:51:35,183 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.952, mIoU: 0.776
2023-04-13 19:51:35,261 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.953, mIoU: 0.776
2023-04-13 19:51:35,340 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.953, mIoU: 0.776
2023-04-13 19:51:35,418 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.953, mIoU: 0.775
2023-04-13 19:51:35,498 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.953, mIoU: 0.775
2023-04-13 19:51:35,570 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.952, mIoU: 0.772
2023-04-13 19:51:35,650 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.952, mIoU: 0.771
2023-04-13 19:51:35,727 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.952, mIoU: 0.772
2023-04-13 19:51:35,802 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.952, mIoU: 0.772
2023-04-13 19:51:35,883 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.952, mIoU: 0.771
2023-04-13 19:51:35,958 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.952, mIoU: 0.771
2023-04-13 19:51:36,035 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.952, mIoU: 0.771
2023-04-13 19:51:36,115 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.952, mIoU: 0.772
2023-04-13 19:51:36,191 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.952, mIoU: 0.772
2023-04-13 19:51:36,267 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:36,345 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:36,422 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:36,497 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:36,575 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:36,647 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:36,722 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.953, mIoU: 0.770
2023-04-13 19:51:36,797 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:36,873 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.952, mIoU: 0.770
2023-04-13 19:51:36,948 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.952, mIoU: 0.770
2023-04-13 19:51:37,018 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.952, mIoU: 0.770
2023-04-13 19:51:37,090 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.952, mIoU: 0.770
2023-04-13 19:51:37,168 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.953, mIoU: 0.770
2023-04-13 19:51:37,249 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.953, mIoU: 0.770
2023-04-13 19:51:37,334 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.953, mIoU: 0.770
2023-04-13 19:51:37,410 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:37,486 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.953, mIoU: 0.770
2023-04-13 19:51:37,562 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.953, mIoU: 0.770
2023-04-13 19:51:37,635 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.953, mIoU: 0.770
2023-04-13 19:51:37,704 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.953, mIoU: 0.770
2023-04-13 19:51:37,779 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:37,857 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:37,937 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:38,014 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:38,087 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:38,163 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:38,241 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-13 19:51:38,313 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:38,388 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:38,464 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:38,541 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:38,618 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-13 19:51:38,699 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:38,786 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:38,860 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:38,937 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:39,013 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:39,090 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:39,168 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:39,248 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:39,323 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:39,401 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:39,471 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:39,542 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:39,615 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.954, mIoU: 0.769
2023-04-13 19:51:39,692 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:39,768 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:39,842 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:39,914 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:39,984 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-13 19:51:40,054 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:40,124 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.954, mIoU: 0.771
2023-04-13 19:51:40,195 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:51:40,263 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:51:40,330 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:51:40,398 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:51:40,465 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:51:40,531 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.955, mIoU: 0.771
2023-04-13 19:51:40,597 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:51:40,662 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:51:40,726 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:51:40,788 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:51:40,857 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:51:40,930 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:51:41,004 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:51:41,077 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:51:41,148 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:51:41,221 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:51:41,292 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-13 19:51:41,361 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:51:41,430 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:51:41,496 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:51:41,560 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-13 19:51:41,626 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.955, mIoU: 0.768
2023-04-13 19:51:41,694 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.955, mIoU: 0.768
2023-04-13 19:51:41,759 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.955, mIoU: 0.769
2023-04-13 19:51:41,825 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.955, mIoU: 0.768
2023-04-13 19:51:41,888 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.955, mIoU: 0.769
2023-04-13 19:51:41,954 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.955, mIoU: 0.769
2023-04-13 19:51:42,022 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.955, mIoU: 0.769
2023-04-13 19:51:42,175 semantic_segmentation INFO: Overall validation pixAcc: 95.867, mIoU: 77.542
2023-04-13 19:51:43,156 semantic_segmentation INFO: Total training time: 10:37:28.707091 (0.9562s / it)