2023-04-13 23:36:46,612 semantic_segmentation INFO: Using 2 GPUs
2023-04-13 23:36:46,612 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=None, 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 23:36:47,725 semantic_segmentation INFO: Start training, Total Iterations 40000
2023-04-13 23:37:08,947 semantic_segmentation INFO: Iters: 10/40000 || Lr: 0.019996 || Task Loss: 1.9790 || KD Loss: 0.0000|| Cost Time: 0:00:21 || Estimated Time: 23:17:36
2023-04-13 23:37:13,306 semantic_segmentation INFO: Iters: 20/40000 || Lr: 0.019991 || Task Loss: 1.5057 || KD Loss: 0.0000|| Cost Time: 0:00:25 || Estimated Time: 14:03:47
2023-04-13 23:37:17,667 semantic_segmentation INFO: Iters: 30/40000 || Lr: 0.019987 || Task Loss: 1.1449 || KD Loss: 0.0000|| Cost Time: 0:00:29 || Estimated Time: 10:59:10
2023-04-13 23:37:22,069 semantic_segmentation INFO: Iters: 40/40000 || Lr: 0.019983 || Task Loss: 1.0099 || KD Loss: 0.0000|| Cost Time: 0:00:34 || Estimated Time: 9:27:35
2023-04-13 23:37:26,455 semantic_segmentation INFO: Iters: 50/40000 || Lr: 0.019978 || Task Loss: 1.1873 || KD Loss: 0.0000|| Cost Time: 0:00:38 || Estimated Time: 8:32:21
2023-04-13 23:37:30,839 semantic_segmentation INFO: Iters: 60/40000 || Lr: 0.019974 || Task Loss: 0.9326 || KD Loss: 0.0000|| Cost Time: 0:00:43 || Estimated Time: 7:55:29
2023-04-13 23:37:35,241 semantic_segmentation INFO: Iters: 70/40000 || Lr: 0.019969 || Task Loss: 1.0759 || KD Loss: 0.0000|| Cost Time: 0:00:47 || Estimated Time: 7:29:19
2023-04-13 23:37:39,649 semantic_segmentation INFO: Iters: 80/40000 || Lr: 0.019965 || Task Loss: 1.0226 || KD Loss: 0.0000|| Cost Time: 0:00:51 || Estimated Time: 7:09:44
2023-04-13 23:37:44,119 semantic_segmentation INFO: Iters: 90/40000 || Lr: 0.019960 || Task Loss: 0.8167 || KD Loss: 0.0000|| Cost Time: 0:00:56 || Estimated Time: 6:54:54
2023-04-13 23:37:48,564 semantic_segmentation INFO: Iters: 100/40000 || Lr: 0.019956 || Task Loss: 1.0662 || KD Loss: 0.0000|| Cost Time: 0:01:00 || Estimated Time: 6:42:52
2023-04-13 23:37:52,978 semantic_segmentation INFO: Iters: 110/40000 || Lr: 0.019951 || Task Loss: 0.8596 || KD Loss: 0.0000|| Cost Time: 0:01:05 || Estimated Time: 6:32:50
2023-04-13 23:37:57,437 semantic_segmentation INFO: Iters: 120/40000 || Lr: 0.019947 || Task Loss: 0.7239 || KD Loss: 0.0000|| Cost Time: 0:01:09 || Estimated Time: 6:24:42
2023-04-13 23:38:01,895 semantic_segmentation INFO: Iters: 130/40000 || Lr: 0.019942 || Task Loss: 0.6059 || KD Loss: 0.0000|| Cost Time: 0:01:14 || Estimated Time: 6:17:47
2023-04-13 23:38:06,352 semantic_segmentation INFO: Iters: 140/40000 || Lr: 0.019938 || Task Loss: 0.7518 || KD Loss: 0.0000|| Cost Time: 0:01:18 || Estimated Time: 6:11:52
2023-04-13 23:38:10,830 semantic_segmentation INFO: Iters: 150/40000 || Lr: 0.019933 || Task Loss: 0.7073 || KD Loss: 0.0000|| Cost Time: 0:01:23 || Estimated Time: 6:06:50
2023-04-13 23:38:15,269 semantic_segmentation INFO: Iters: 160/40000 || Lr: 0.019929 || Task Loss: 1.0433 || KD Loss: 0.0000|| Cost Time: 0:01:27 || Estimated Time: 6:02:14
2023-04-13 23:38:19,772 semantic_segmentation INFO: Iters: 170/40000 || Lr: 0.019924 || Task Loss: 0.9421 || KD Loss: 0.0000|| Cost Time: 0:01:32 || Estimated Time: 5:58:25
2023-04-13 23:38:24,280 semantic_segmentation INFO: Iters: 180/40000 || Lr: 0.019920 || Task Loss: 1.0302 || KD Loss: 0.0000|| Cost Time: 0:01:36 || Estimated Time: 5:55:02
2023-04-13 23:38:28,775 semantic_segmentation INFO: Iters: 190/40000 || Lr: 0.019915 || Task Loss: 1.0485 || KD Loss: 0.0000|| Cost Time: 0:01:41 || Estimated Time: 5:51:59
2023-04-13 23:38:33,277 semantic_segmentation INFO: Iters: 200/40000 || Lr: 0.019911 || Task Loss: 0.7847 || KD Loss: 0.0000|| Cost Time: 0:01:45 || Estimated Time: 5:49:13
2023-04-13 23:38:37,798 semantic_segmentation INFO: Iters: 210/40000 || Lr: 0.019906 || Task Loss: 0.7782 || KD Loss: 0.0000|| Cost Time: 0:01:50 || Estimated Time: 5:46:46
2023-04-13 23:38:42,271 semantic_segmentation INFO: Iters: 220/40000 || Lr: 0.019902 || Task Loss: 0.9230 || KD Loss: 0.0000|| Cost Time: 0:01:54 || Estimated Time: 5:44:25
2023-04-13 23:38:46,734 semantic_segmentation INFO: Iters: 230/40000 || Lr: 0.019897 || Task Loss: 0.7535 || KD Loss: 0.0000|| Cost Time: 0:01:59 || Estimated Time: 5:42:12
2023-04-13 23:38:51,197 semantic_segmentation INFO: Iters: 240/40000 || Lr: 0.019893 || Task Loss: 0.7471 || KD Loss: 0.0000|| Cost Time: 0:02:03 || Estimated Time: 5:40:12
2023-04-13 23:38:55,654 semantic_segmentation INFO: Iters: 250/40000 || Lr: 0.019888 || Task Loss: 0.8198 || KD Loss: 0.0000|| Cost Time: 0:02:07 || Estimated Time: 5:38:20
2023-04-13 23:39:00,193 semantic_segmentation INFO: Iters: 260/40000 || Lr: 0.019884 || Task Loss: 0.5079 || KD Loss: 0.0000|| Cost Time: 0:02:12 || Estimated Time: 5:36:47
2023-04-13 23:39:04,720 semantic_segmentation INFO: Iters: 270/40000 || Lr: 0.019880 || Task Loss: 0.5020 || KD Loss: 0.0000|| Cost Time: 0:02:16 || Estimated Time: 5:35:21
2023-04-13 23:39:09,196 semantic_segmentation INFO: Iters: 280/40000 || Lr: 0.019875 || Task Loss: 0.6723 || KD Loss: 0.0000|| Cost Time: 0:02:21 || Estimated Time: 5:33:52
2023-04-13 23:39:13,682 semantic_segmentation INFO: Iters: 290/40000 || Lr: 0.019871 || Task Loss: 0.6596 || KD Loss: 0.0000|| Cost Time: 0:02:25 || Estimated Time: 5:32:30
2023-04-13 23:39:18,224 semantic_segmentation INFO: Iters: 300/40000 || Lr: 0.019866 || Task Loss: 0.6329 || KD Loss: 0.0000|| Cost Time: 0:02:30 || Estimated Time: 5:31:21
2023-04-13 23:39:22,671 semantic_segmentation INFO: Iters: 310/40000 || Lr: 0.019862 || Task Loss: 0.5142 || KD Loss: 0.0000|| Cost Time: 0:02:34 || Estimated Time: 5:30:04
2023-04-13 23:39:27,193 semantic_segmentation INFO: Iters: 320/40000 || Lr: 0.019857 || Task Loss: 0.7968 || KD Loss: 0.0000|| Cost Time: 0:02:39 || Estimated Time: 5:29:01
2023-04-13 23:39:31,713 semantic_segmentation INFO: Iters: 330/40000 || Lr: 0.019853 || Task Loss: 0.7261 || KD Loss: 0.0000|| Cost Time: 0:02:43 || Estimated Time: 5:28:02
2023-04-13 23:39:36,272 semantic_segmentation INFO: Iters: 340/40000 || Lr: 0.019848 || Task Loss: 0.7207 || KD Loss: 0.0000|| Cost Time: 0:02:48 || Estimated Time: 5:27:09
2023-04-13 23:39:40,780 semantic_segmentation INFO: Iters: 350/40000 || Lr: 0.019844 || Task Loss: 0.7196 || KD Loss: 0.0000|| Cost Time: 0:02:53 || Estimated Time: 5:26:14
2023-04-13 23:39:45,357 semantic_segmentation INFO: Iters: 360/40000 || Lr: 0.019839 || Task Loss: 0.9366 || KD Loss: 0.0000|| Cost Time: 0:02:57 || Estimated Time: 5:25:30
2023-04-13 23:39:49,884 semantic_segmentation INFO: Iters: 370/40000 || Lr: 0.019835 || Task Loss: 0.6348 || KD Loss: 0.0000|| Cost Time: 0:03:02 || Estimated Time: 5:24:42
2023-04-13 23:39:54,455 semantic_segmentation INFO: Iters: 380/40000 || Lr: 0.019830 || Task Loss: 0.5158 || KD Loss: 0.0000|| Cost Time: 0:03:06 || Estimated Time: 5:24:01
2023-04-13 23:39:59,038 semantic_segmentation INFO: Iters: 390/40000 || Lr: 0.019826 || Task Loss: 0.6128 || KD Loss: 0.0000|| Cost Time: 0:03:11 || Estimated Time: 5:23:24
2023-04-13 23:40:03,594 semantic_segmentation INFO: Iters: 400/40000 || Lr: 0.019821 || Task Loss: 0.7935 || KD Loss: 0.0000|| Cost Time: 0:03:15 || Estimated Time: 5:22:45
2023-04-13 23:40:03,696 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 23:40:05,492 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.897, mIoU: 0.299
2023-04-13 23:40:05,754 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.918, mIoU: 0.299
2023-04-13 23:40:06,618 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.919, mIoU: 0.314
2023-04-13 23:40:06,713 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.921, mIoU: 0.317
2023-04-13 23:40:06,806 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.924, mIoU: 0.313
2023-04-13 23:40:06,899 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.925, mIoU: 0.316
2023-04-13 23:40:06,995 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.925, mIoU: 0.322
2023-04-13 23:40:07,080 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.925, mIoU: 0.329
2023-04-13 23:40:07,167 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.924, mIoU: 0.333
2023-04-13 23:40:07,264 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.919, mIoU: 0.338
2023-04-13 23:40:07,349 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.920, mIoU: 0.343
2023-04-13 23:40:07,429 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.912, mIoU: 0.359
2023-04-13 23:40:07,506 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.909, mIoU: 0.358
2023-04-13 23:40:07,581 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.907, mIoU: 0.353
2023-04-13 23:40:07,650 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.903, mIoU: 0.354
2023-04-13 23:40:07,722 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.901, mIoU: 0.349
2023-04-13 23:40:07,796 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.901, mIoU: 0.350
2023-04-13 23:40:07,866 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.901, mIoU: 0.351
2023-04-13 23:40:07,941 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.898, mIoU: 0.353
2023-04-13 23:40:08,011 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.896, mIoU: 0.360
2023-04-13 23:40:08,081 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.895, mIoU: 0.363
2023-04-13 23:40:08,155 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.885, mIoU: 0.357
2023-04-13 23:40:08,224 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.885, mIoU: 0.357
2023-04-13 23:40:08,293 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.883, mIoU: 0.357
2023-04-13 23:40:08,363 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.880, mIoU: 0.369
2023-04-13 23:40:08,429 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.880, mIoU: 0.376
2023-04-13 23:40:08,499 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.880, mIoU: 0.374
2023-04-13 23:40:08,576 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.880, mIoU: 0.374
2023-04-13 23:40:08,645 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.877, mIoU: 0.371
2023-04-13 23:40:08,713 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:08,781 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.876, mIoU: 0.369
2023-04-13 23:40:08,851 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:08,925 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:08,997 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.877, mIoU: 0.371
2023-04-13 23:40:09,066 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.877, mIoU: 0.374
2023-04-13 23:40:09,137 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.878, mIoU: 0.373
2023-04-13 23:40:09,208 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.879, mIoU: 0.374
2023-04-13 23:40:09,279 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.877, mIoU: 0.373
2023-04-13 23:40:09,353 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.876, mIoU: 0.378
2023-04-13 23:40:09,424 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.877, mIoU: 0.378
2023-04-13 23:40:09,502 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.878, mIoU: 0.377
2023-04-13 23:40:09,574 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.879, mIoU: 0.376
2023-04-13 23:40:09,647 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.879, mIoU: 0.377
2023-04-13 23:40:09,723 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.880, mIoU: 0.376
2023-04-13 23:40:09,795 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.881, mIoU: 0.377
2023-04-13 23:40:09,866 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.881, mIoU: 0.376
2023-04-13 23:40:09,938 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.883, mIoU: 0.377
2023-04-13 23:40:10,007 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.884, mIoU: 0.377
2023-04-13 23:40:10,078 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.884, mIoU: 0.377
2023-04-13 23:40:10,152 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.884, mIoU: 0.377
2023-04-13 23:40:10,226 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.884, mIoU: 0.376
2023-04-13 23:40:10,298 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.882, mIoU: 0.376
2023-04-13 23:40:10,369 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.881, mIoU: 0.372
2023-04-13 23:40:10,446 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.879, mIoU: 0.367
2023-04-13 23:40:10,526 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.879, mIoU: 0.367
2023-04-13 23:40:10,603 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.879, mIoU: 0.367
2023-04-13 23:40:10,675 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.879, mIoU: 0.368
2023-04-13 23:40:10,745 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.879, mIoU: 0.369
2023-04-13 23:40:10,814 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:10,884 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:10,953 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:11,023 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:11,097 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:11,166 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.877, mIoU: 0.370
2023-04-13 23:40:11,236 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.877, mIoU: 0.374
2023-04-13 23:40:11,308 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.877, mIoU: 0.373
2023-04-13 23:40:11,383 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.875, mIoU: 0.370
2023-04-13 23:40:11,455 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.876, mIoU: 0.373
2023-04-13 23:40:11,525 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.876, mIoU: 0.372
2023-04-13 23:40:11,597 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.876, mIoU: 0.372
2023-04-13 23:40:11,669 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.877, mIoU: 0.372
2023-04-13 23:40:11,744 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.877, mIoU: 0.372
2023-04-13 23:40:11,822 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.877, mIoU: 0.371
2023-04-13 23:40:11,896 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:11,972 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:12,046 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.877, mIoU: 0.370
2023-04-13 23:40:12,117 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:12,190 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:12,262 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:12,336 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.878, mIoU: 0.372
2023-04-13 23:40:12,410 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.878, mIoU: 0.375
2023-04-13 23:40:12,485 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.878, mIoU: 0.375
2023-04-13 23:40:12,558 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.878, mIoU: 0.375
2023-04-13 23:40:12,629 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.877, mIoU: 0.373
2023-04-13 23:40:12,698 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.874, mIoU: 0.371
2023-04-13 23:40:12,770 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.874, mIoU: 0.372
2023-04-13 23:40:12,843 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.874, mIoU: 0.372
2023-04-13 23:40:12,917 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.875, mIoU: 0.372
2023-04-13 23:40:12,990 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.874, mIoU: 0.373
2023-04-13 23:40:13,061 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.875, mIoU: 0.373
2023-04-13 23:40:13,135 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.875, mIoU: 0.373
2023-04-13 23:40:13,203 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.874, mIoU: 0.373
2023-04-13 23:40:13,270 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.874, mIoU: 0.373
2023-04-13 23:40:13,339 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.875, mIoU: 0.373
2023-04-13 23:40:13,408 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.876, mIoU: 0.374
2023-04-13 23:40:13,473 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.876, mIoU: 0.374
2023-04-13 23:40:13,544 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.875, mIoU: 0.373
2023-04-13 23:40:13,616 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.876, mIoU: 0.373
2023-04-13 23:40:13,687 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.875, mIoU: 0.374
2023-04-13 23:40:13,756 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.874, mIoU: 0.374
2023-04-13 23:40:13,822 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.872, mIoU: 0.373
2023-04-13 23:40:13,890 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.872, mIoU: 0.373
2023-04-13 23:40:13,964 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.871, mIoU: 0.373
2023-04-13 23:40:14,035 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.872, mIoU: 0.373
2023-04-13 23:40:14,109 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.872, mIoU: 0.373
2023-04-13 23:40:14,179 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.873, mIoU: 0.373
2023-04-13 23:40:14,253 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.873, mIoU: 0.373
2023-04-13 23:40:14,329 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.873, mIoU: 0.374
2023-04-13 23:40:14,406 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.873, mIoU: 0.374
2023-04-13 23:40:14,478 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.873, mIoU: 0.374
2023-04-13 23:40:14,552 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.873, mIoU: 0.374
2023-04-13 23:40:14,624 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.873, mIoU: 0.373
2023-04-13 23:40:14,696 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.873, mIoU: 0.373
2023-04-13 23:40:14,766 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.873, mIoU: 0.373
2023-04-13 23:40:14,837 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.874, mIoU: 0.373
2023-04-13 23:40:14,908 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.874, mIoU: 0.373
2023-04-13 23:40:14,979 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.873, mIoU: 0.373
2023-04-13 23:40:15,049 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.873, mIoU: 0.373
2023-04-13 23:40:15,122 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.872, mIoU: 0.372
2023-04-13 23:40:15,192 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.873, mIoU: 0.372
2023-04-13 23:40:15,262 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.873, mIoU: 0.372
2023-04-13 23:40:15,330 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.873, mIoU: 0.372
2023-04-13 23:40:15,398 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.873, mIoU: 0.371
2023-04-13 23:40:15,466 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.872, mIoU: 0.371
2023-04-13 23:40:15,533 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.872, mIoU: 0.371
2023-04-13 23:40:15,601 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.872, mIoU: 0.370
2023-04-13 23:40:15,668 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.871, mIoU: 0.370
2023-04-13 23:40:15,736 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.872, mIoU: 0.370
2023-04-13 23:40:15,804 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.872, mIoU: 0.370
2023-04-13 23:40:15,876 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.872, mIoU: 0.370
2023-04-13 23:40:15,948 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.873, mIoU: 0.370
2023-04-13 23:40:16,019 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.873, mIoU: 0.370
2023-04-13 23:40:16,088 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:16,161 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.874, mIoU: 0.371
2023-04-13 23:40:16,231 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:16,302 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.875, mIoU: 0.371
2023-04-13 23:40:16,374 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.875, mIoU: 0.371
2023-04-13 23:40:16,449 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.875, mIoU: 0.371
2023-04-13 23:40:16,523 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.874, mIoU: 0.371
2023-04-13 23:40:16,598 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.874, mIoU: 0.371
2023-04-13 23:40:16,671 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.874, mIoU: 0.371
2023-04-13 23:40:16,743 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:16,811 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:16,881 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.874, mIoU: 0.371
2023-04-13 23:40:16,954 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,030 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,099 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,169 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,245 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,312 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,383 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,455 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,526 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,596 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,670 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,742 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.874, mIoU: 0.370
2023-04-13 23:40:17,818 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.874, mIoU: 0.369
2023-04-13 23:40:17,891 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.874, mIoU: 0.369
2023-04-13 23:40:17,962 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.874, mIoU: 0.369
2023-04-13 23:40:18,034 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.874, mIoU: 0.369
2023-04-13 23:40:18,108 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.874, mIoU: 0.369
2023-04-13 23:40:18,179 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.874, mIoU: 0.368
2023-04-13 23:40:18,251 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.874, mIoU: 0.367
2023-04-13 23:40:18,321 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.874, mIoU: 0.367
2023-04-13 23:40:18,390 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.874, mIoU: 0.367
2023-04-13 23:40:18,459 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.875, mIoU: 0.367
2023-04-13 23:40:18,528 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.875, mIoU: 0.367
2023-04-13 23:40:18,602 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.875, mIoU: 0.368
2023-04-13 23:40:18,670 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.875, mIoU: 0.368
2023-04-13 23:40:18,740 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.876, mIoU: 0.369
2023-04-13 23:40:18,810 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:18,879 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:18,947 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:19,014 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:19,079 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:19,148 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:19,217 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:19,284 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:19,352 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.875, mIoU: 0.368
2023-04-13 23:40:19,420 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:19,486 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:19,557 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.876, mIoU: 0.368
2023-04-13 23:40:19,628 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.876, mIoU: 0.369
2023-04-13 23:40:19,698 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.877, mIoU: 0.369
2023-04-13 23:40:19,766 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.877, mIoU: 0.369
2023-04-13 23:40:19,832 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.877, mIoU: 0.369
2023-04-13 23:40:19,900 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.877, mIoU: 0.369
2023-04-13 23:40:19,968 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.877, mIoU: 0.369
2023-04-13 23:40:20,041 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.877, mIoU: 0.369
2023-04-13 23:40:20,109 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.877, mIoU: 0.369
2023-04-13 23:40:20,184 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.877, mIoU: 0.370
2023-04-13 23:40:20,257 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:20,328 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:20,398 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.877, mIoU: 0.371
2023-04-13 23:40:20,467 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.877, mIoU: 0.371
2023-04-13 23:40:20,537 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.877, mIoU: 0.371
2023-04-13 23:40:20,609 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:20,684 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:20,756 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:20,825 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:20,895 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:20,967 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:21,044 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.878, mIoU: 0.370
2023-04-13 23:40:21,115 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:21,187 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:21,261 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.878, mIoU: 0.371
2023-04-13 23:40:21,331 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:21,399 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:21,468 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:21,545 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:21,616 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:21,684 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:21,754 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:21,827 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.879, mIoU: 0.371
2023-04-13 23:40:21,898 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.880, mIoU: 0.371
2023-04-13 23:40:21,969 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.880, mIoU: 0.371
2023-04-13 23:40:22,046 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.880, mIoU: 0.371
2023-04-13 23:40:22,119 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.880, mIoU: 0.372
2023-04-13 23:40:22,189 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.880, mIoU: 0.372
2023-04-13 23:40:22,256 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.880, mIoU: 0.372
2023-04-13 23:40:22,323 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.880, mIoU: 0.371
2023-04-13 23:40:22,390 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.880, mIoU: 0.371
2023-04-13 23:40:22,457 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.881, mIoU: 0.371
2023-04-13 23:40:22,524 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.881, mIoU: 0.371
2023-04-13 23:40:22,591 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.881, mIoU: 0.372
2023-04-13 23:40:22,658 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.881, mIoU: 0.372
2023-04-13 23:40:22,726 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.882, mIoU: 0.372
2023-04-13 23:40:22,792 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.882, mIoU: 0.372
2023-04-13 23:40:22,858 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.881, mIoU: 0.370
2023-04-13 23:40:22,924 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.880, mIoU: 0.370
2023-04-13 23:40:22,990 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.880, mIoU: 0.369
2023-04-13 23:40:23,054 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.880, mIoU: 0.369
2023-04-13 23:40:23,122 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.880, mIoU: 0.369
2023-04-13 23:40:23,188 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.880, mIoU: 0.369
2023-04-13 23:40:23,253 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.880, mIoU: 0.369
2023-04-13 23:40:23,322 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.880, mIoU: 0.369
2023-04-13 23:40:23,387 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.880, mIoU: 0.369
2023-04-13 23:40:23,455 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.881, mIoU: 0.369
2023-04-13 23:40:23,521 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.880, mIoU: 0.369
2023-04-13 23:40:23,590 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.881, mIoU: 0.369
2023-04-13 23:40:23,657 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.881, mIoU: 0.369
2023-04-13 23:40:23,723 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.881, mIoU: 0.369
2023-04-13 23:40:23,785 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.881, mIoU: 0.369
2023-04-13 23:40:23,850 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.881, mIoU: 0.371
2023-04-13 23:40:23,916 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.881, mIoU: 0.371
2023-04-13 23:40:23,981 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.881, mIoU: 0.372
2023-04-13 23:40:24,045 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.881, mIoU: 0.372
2023-04-13 23:40:24,105 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.881, mIoU: 0.371
2023-04-13 23:40:24,170 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.881, mIoU: 0.371
2023-04-13 23:40:24,233 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.881, mIoU: 0.371
2023-04-13 23:40:26,638 semantic_segmentation INFO: Overall validation pixAcc: 89.251, mIoU: 38.215
2023-04-13 23:40:31,436 semantic_segmentation INFO: Iters: 410/40000 || Lr: 0.019817 || Task Loss: 0.6613 || KD Loss: 0.0000|| Cost Time: 0:03:43 || Estimated Time: 5:59:36
2023-04-13 23:40:36,001 semantic_segmentation INFO: Iters: 420/40000 || Lr: 0.019812 || Task Loss: 0.5798 || KD Loss: 0.0000|| Cost Time: 0:03:48 || Estimated Time: 5:58:07
2023-04-13 23:40:40,546 semantic_segmentation INFO: Iters: 430/40000 || Lr: 0.019808 || Task Loss: 0.5158 || KD Loss: 0.0000|| Cost Time: 0:03:52 || Estimated Time: 5:56:40
2023-04-13 23:40:45,170 semantic_segmentation INFO: Iters: 440/40000 || Lr: 0.019803 || Task Loss: 0.5109 || KD Loss: 0.0000|| Cost Time: 0:03:57 || Estimated Time: 5:55:24
2023-04-13 23:40:49,726 semantic_segmentation INFO: Iters: 450/40000 || Lr: 0.019799 || Task Loss: 0.6576 || KD Loss: 0.0000|| Cost Time: 0:04:02 || Estimated Time: 5:54:06
2023-04-13 23:40:54,282 semantic_segmentation INFO: Iters: 460/40000 || Lr: 0.019794 || Task Loss: 0.4968 || KD Loss: 0.0000|| Cost Time: 0:04:06 || Estimated Time: 5:52:50
2023-04-13 23:40:58,808 semantic_segmentation INFO: Iters: 470/40000 || Lr: 0.019790 || Task Loss: 0.5005 || KD Loss: 0.0000|| Cost Time: 0:04:11 || Estimated Time: 5:51:35
2023-04-13 23:41:03,376 semantic_segmentation INFO: Iters: 480/40000 || Lr: 0.019785 || Task Loss: 0.5476 || KD Loss: 0.0000|| Cost Time: 0:04:15 || Estimated Time: 5:50:26
2023-04-13 23:41:07,935 semantic_segmentation INFO: Iters: 490/40000 || Lr: 0.019781 || Task Loss: 0.7881 || KD Loss: 0.0000|| Cost Time: 0:04:20 || Estimated Time: 5:49:20
2023-04-13 23:41:12,491 semantic_segmentation INFO: Iters: 500/40000 || Lr: 0.019776 || Task Loss: 0.4992 || KD Loss: 0.0000|| Cost Time: 0:04:24 || Estimated Time: 5:48:15
2023-04-13 23:41:17,091 semantic_segmentation INFO: Iters: 510/40000 || Lr: 0.019772 || Task Loss: 0.5328 || KD Loss: 0.0000|| Cost Time: 0:04:29 || Estimated Time: 5:47:16
2023-04-13 23:41:21,658 semantic_segmentation INFO: Iters: 520/40000 || Lr: 0.019767 || Task Loss: 0.6261 || KD Loss: 0.0000|| Cost Time: 0:04:33 || Estimated Time: 5:46:18
2023-04-13 23:41:26,198 semantic_segmentation INFO: Iters: 530/40000 || Lr: 0.019763 || Task Loss: 0.5802 || KD Loss: 0.0000|| Cost Time: 0:04:38 || Estimated Time: 5:45:19
2023-04-13 23:41:30,744 semantic_segmentation INFO: Iters: 540/40000 || Lr: 0.019758 || Task Loss: 0.5879 || KD Loss: 0.0000|| Cost Time: 0:04:43 || Estimated Time: 5:44:21
2023-04-13 23:41:35,352 semantic_segmentation INFO: Iters: 550/40000 || Lr: 0.019754 || Task Loss: 0.4111 || KD Loss: 0.0000|| Cost Time: 0:04:47 || Estimated Time: 5:43:31
2023-04-13 23:41:39,933 semantic_segmentation INFO: Iters: 560/40000 || Lr: 0.019750 || Task Loss: 0.4593 || KD Loss: 0.0000|| Cost Time: 0:04:52 || Estimated Time: 5:42:40
2023-04-13 23:41:44,533 semantic_segmentation INFO: Iters: 570/40000 || Lr: 0.019745 || Task Loss: 0.4884 || KD Loss: 0.0000|| Cost Time: 0:04:56 || Estimated Time: 5:41:53
2023-04-13 23:41:49,100 semantic_segmentation INFO: Iters: 580/40000 || Lr: 0.019741 || Task Loss: 0.6557 || KD Loss: 0.0000|| Cost Time: 0:05:01 || Estimated Time: 5:41:05
2023-04-13 23:41:53,643 semantic_segmentation INFO: Iters: 590/40000 || Lr: 0.019736 || Task Loss: 0.6545 || KD Loss: 0.0000|| Cost Time: 0:05:05 || Estimated Time: 5:40:16
2023-04-13 23:41:58,220 semantic_segmentation INFO: Iters: 600/40000 || Lr: 0.019732 || Task Loss: 0.5668 || KD Loss: 0.0000|| Cost Time: 0:05:10 || Estimated Time: 5:39:31
2023-04-13 23:42:02,810 semantic_segmentation INFO: Iters: 610/40000 || Lr: 0.019727 || Task Loss: 0.5633 || KD Loss: 0.0000|| Cost Time: 0:05:15 || Estimated Time: 5:38:49
2023-04-13 23:42:07,402 semantic_segmentation INFO: Iters: 620/40000 || Lr: 0.019723 || Task Loss: 0.6988 || KD Loss: 0.0000|| Cost Time: 0:05:19 || Estimated Time: 5:38:07
2023-04-13 23:42:12,047 semantic_segmentation INFO: Iters: 630/40000 || Lr: 0.019718 || Task Loss: 0.4655 || KD Loss: 0.0000|| Cost Time: 0:05:24 || Estimated Time: 5:37:30
2023-04-13 23:42:16,605 semantic_segmentation INFO: Iters: 640/40000 || Lr: 0.019714 || Task Loss: 0.6267 || KD Loss: 0.0000|| Cost Time: 0:05:28 || Estimated Time: 5:36:49
2023-04-13 23:42:21,206 semantic_segmentation INFO: Iters: 650/40000 || Lr: 0.019709 || Task Loss: 0.4170 || KD Loss: 0.0000|| Cost Time: 0:05:33 || Estimated Time: 5:36:12
2023-04-13 23:42:25,822 semantic_segmentation INFO: Iters: 660/40000 || Lr: 0.019705 || Task Loss: 0.4022 || KD Loss: 0.0000|| Cost Time: 0:05:38 || Estimated Time: 5:35:36
2023-04-13 23:42:30,392 semantic_segmentation INFO: Iters: 670/40000 || Lr: 0.019700 || Task Loss: 0.4256 || KD Loss: 0.0000|| Cost Time: 0:05:42 || Estimated Time: 5:34:59
2023-04-13 23:42:35,019 semantic_segmentation INFO: Iters: 680/40000 || Lr: 0.019696 || Task Loss: 0.4403 || KD Loss: 0.0000|| Cost Time: 0:05:47 || Estimated Time: 5:34:26
2023-04-13 23:42:39,623 semantic_segmentation INFO: Iters: 690/40000 || Lr: 0.019691 || Task Loss: 0.4461 || KD Loss: 0.0000|| Cost Time: 0:05:51 || Estimated Time: 5:33:52
2023-04-13 23:42:44,227 semantic_segmentation INFO: Iters: 700/40000 || Lr: 0.019687 || Task Loss: 0.7482 || KD Loss: 0.0000|| Cost Time: 0:05:56 || Estimated Time: 5:33:20
2023-04-13 23:42:48,814 semantic_segmentation INFO: Iters: 710/40000 || Lr: 0.019682 || Task Loss: 0.4120 || KD Loss: 0.0000|| Cost Time: 0:06:01 || Estimated Time: 5:32:47
2023-04-13 23:42:53,437 semantic_segmentation INFO: Iters: 720/40000 || Lr: 0.019678 || Task Loss: 0.3562 || KD Loss: 0.0000|| Cost Time: 0:06:05 || Estimated Time: 5:32:17
2023-04-13 23:42:58,087 semantic_segmentation INFO: Iters: 730/40000 || Lr: 0.019673 || Task Loss: 0.6048 || KD Loss: 0.0000|| Cost Time: 0:06:10 || Estimated Time: 5:31:49
2023-04-13 23:43:02,689 semantic_segmentation INFO: Iters: 740/40000 || Lr: 0.019669 || Task Loss: 0.3825 || KD Loss: 0.0000|| Cost Time: 0:06:14 || Estimated Time: 5:31:19
2023-04-13 23:43:07,293 semantic_segmentation INFO: Iters: 750/40000 || Lr: 0.019664 || Task Loss: 0.7048 || KD Loss: 0.0000|| Cost Time: 0:06:19 || Estimated Time: 5:30:50
2023-04-13 23:43:11,927 semantic_segmentation INFO: Iters: 760/40000 || Lr: 0.019660 || Task Loss: 0.3987 || KD Loss: 0.0000|| Cost Time: 0:06:24 || Estimated Time: 5:30:23
2023-04-13 23:43:16,608 semantic_segmentation INFO: Iters: 770/40000 || Lr: 0.019655 || Task Loss: 0.4543 || KD Loss: 0.0000|| Cost Time: 0:06:28 || Estimated Time: 5:29:59
2023-04-13 23:43:21,269 semantic_segmentation INFO: Iters: 780/40000 || Lr: 0.019651 || Task Loss: 0.4343 || KD Loss: 0.0000|| Cost Time: 0:06:33 || Estimated Time: 5:29:34
2023-04-13 23:43:25,914 semantic_segmentation INFO: Iters: 790/40000 || Lr: 0.019646 || Task Loss: 0.5487 || KD Loss: 0.0000|| Cost Time: 0:06:38 || Estimated Time: 5:29:09
2023-04-13 23:43:30,538 semantic_segmentation INFO: Iters: 800/40000 || Lr: 0.019642 || Task Loss: 0.6355 || KD Loss: 0.0000|| Cost Time: 0:06:42 || Estimated Time: 5:28:44
2023-04-13 23:43:30,851 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 23:43:33,054 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.906, mIoU: 0.320
2023-04-13 23:43:33,231 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.927, mIoU: 0.324
2023-04-13 23:43:33,369 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.933, mIoU: 0.357
2023-04-13 23:43:33,500 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.934, mIoU: 0.361
2023-04-13 23:43:33,769 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.936, mIoU: 0.356
2023-04-13 23:43:33,879 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.935, mIoU: 0.355
2023-04-13 23:43:33,981 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.934, mIoU: 0.356
2023-04-13 23:43:34,076 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.935, mIoU: 0.375
2023-04-13 23:43:34,161 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.933, mIoU: 0.380
2023-04-13 23:43:34,245 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.928, mIoU: 0.394
2023-04-13 23:43:34,313 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.928, mIoU: 0.395
2023-04-13 23:43:34,380 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.923, mIoU: 0.426
2023-04-13 23:43:34,454 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.920, mIoU: 0.426
2023-04-13 23:43:34,526 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.920, mIoU: 0.426
2023-04-13 23:43:34,599 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.420
2023-04-13 23:43:34,669 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.414
2023-04-13 23:43:34,741 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.914, mIoU: 0.412
2023-04-13 23:43:34,811 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.413
2023-04-13 23:43:34,878 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.911, mIoU: 0.416
2023-04-13 23:43:34,948 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.910, mIoU: 0.422
2023-04-13 23:43:35,017 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.910, mIoU: 0.426
2023-04-13 23:43:35,088 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.903, mIoU: 0.424
2023-04-13 23:43:35,161 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.903, mIoU: 0.428
2023-04-13 23:43:35,237 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.902, mIoU: 0.432
2023-04-13 23:43:35,312 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.899, mIoU: 0.448
2023-04-13 23:43:35,383 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.900, mIoU: 0.452
2023-04-13 23:43:35,459 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.899, mIoU: 0.449
2023-04-13 23:43:35,535 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.899, mIoU: 0.448
2023-04-13 23:43:35,606 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.896, mIoU: 0.447
2023-04-13 23:43:35,684 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.895, mIoU: 0.441
2023-04-13 23:43:35,755 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.895, mIoU: 0.442
2023-04-13 23:43:35,823 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.895, mIoU: 0.442
2023-04-13 23:43:35,896 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.896, mIoU: 0.441
2023-04-13 23:43:35,968 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.896, mIoU: 0.443
2023-04-13 23:43:36,038 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.897, mIoU: 0.446
2023-04-13 23:43:36,107 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.897, mIoU: 0.444
2023-04-13 23:43:36,179 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.897, mIoU: 0.445
2023-04-13 23:43:36,258 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.896, mIoU: 0.444
2023-04-13 23:43:36,327 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.895, mIoU: 0.446
2023-04-13 23:43:36,399 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.896, mIoU: 0.446
2023-04-13 23:43:36,468 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.896, mIoU: 0.445
2023-04-13 23:43:36,545 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.897, mIoU: 0.444
2023-04-13 23:43:36,621 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.897, mIoU: 0.444
2023-04-13 23:43:36,699 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.898, mIoU: 0.444
2023-04-13 23:43:36,771 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.898, mIoU: 0.444
2023-04-13 23:43:36,845 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.899, mIoU: 0.444
2023-04-13 23:43:36,915 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.900, mIoU: 0.444
2023-04-13 23:43:36,986 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.901, mIoU: 0.444
2023-04-13 23:43:37,057 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.901, mIoU: 0.445
2023-04-13 23:43:37,130 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.901, mIoU: 0.446
2023-04-13 23:43:37,203 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.901, mIoU: 0.445
2023-04-13 23:43:37,274 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.899, mIoU: 0.445
2023-04-13 23:43:37,342 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.898, mIoU: 0.440
2023-04-13 23:43:37,417 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.896, mIoU: 0.435
2023-04-13 23:43:37,490 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.895, mIoU: 0.434
2023-04-13 23:43:37,563 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.895, mIoU: 0.437
2023-04-13 23:43:37,640 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.895, mIoU: 0.438
2023-04-13 23:43:37,717 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.895, mIoU: 0.440
2023-04-13 23:43:37,793 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.895, mIoU: 0.440
2023-04-13 23:43:37,861 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.895, mIoU: 0.440
2023-04-13 23:43:37,933 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.895, mIoU: 0.441
2023-04-13 23:43:38,006 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.894, mIoU: 0.442
2023-04-13 23:43:38,082 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.894, mIoU: 0.440
2023-04-13 23:43:38,153 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.893, mIoU: 0.440
2023-04-13 23:43:38,226 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.893, mIoU: 0.442
2023-04-13 23:43:38,297 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.893, mIoU: 0.441
2023-04-13 23:43:38,372 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.892, mIoU: 0.439
2023-04-13 23:43:38,449 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.892, mIoU: 0.442
2023-04-13 23:43:38,524 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.892, mIoU: 0.441
2023-04-13 23:43:38,597 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.892, mIoU: 0.441
2023-04-13 23:43:38,674 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.893, mIoU: 0.441
2023-04-13 23:43:38,747 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.893, mIoU: 0.441
2023-04-13 23:43:38,821 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.893, mIoU: 0.440
2023-04-13 23:43:38,894 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.894, mIoU: 0.440
2023-04-13 23:43:38,965 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.894, mIoU: 0.440
2023-04-13 23:43:39,035 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.893, mIoU: 0.440
2023-04-13 23:43:39,105 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.894, mIoU: 0.440
2023-04-13 23:43:39,176 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.894, mIoU: 0.440
2023-04-13 23:43:39,247 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.893, mIoU: 0.440
2023-04-13 23:43:39,318 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.893, mIoU: 0.441
2023-04-13 23:43:39,391 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.892, mIoU: 0.443
2023-04-13 23:43:39,468 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.893, mIoU: 0.444
2023-04-13 23:43:39,544 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.893, mIoU: 0.444
2023-04-13 23:43:39,617 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.891, mIoU: 0.443
2023-04-13 23:43:39,686 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.889, mIoU: 0.441
2023-04-13 23:43:39,760 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.889, mIoU: 0.442
2023-04-13 23:43:39,840 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.889, mIoU: 0.443
2023-04-13 23:43:39,915 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.889, mIoU: 0.443
2023-04-13 23:43:39,988 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.890, mIoU: 0.442
2023-04-13 23:43:40,063 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.890, mIoU: 0.442
2023-04-13 23:43:40,138 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.890, mIoU: 0.442
2023-04-13 23:43:40,206 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.889, mIoU: 0.439
2023-04-13 23:43:40,277 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.889, mIoU: 0.439
2023-04-13 23:43:40,347 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.890, mIoU: 0.439
2023-04-13 23:43:40,418 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.890, mIoU: 0.440
2023-04-13 23:43:40,487 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.890, mIoU: 0.440
2023-04-13 23:43:40,564 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.890, mIoU: 0.438
2023-04-13 23:43:40,639 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.890, mIoU: 0.439
2023-04-13 23:43:40,713 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.889, mIoU: 0.440
2023-04-13 23:43:40,783 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.889, mIoU: 0.440
2023-04-13 23:43:40,855 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.887, mIoU: 0.439
2023-04-13 23:43:40,926 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.886, mIoU: 0.439
2023-04-13 23:43:41,001 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.886, mIoU: 0.439
2023-04-13 23:43:41,075 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.887, mIoU: 0.439
2023-04-13 23:43:41,148 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.887, mIoU: 0.439
2023-04-13 23:43:41,223 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.888, mIoU: 0.440
2023-04-13 23:43:41,295 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.888, mIoU: 0.440
2023-04-13 23:43:41,371 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.888, mIoU: 0.440
2023-04-13 23:43:41,445 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.888, mIoU: 0.440
2023-04-13 23:43:41,520 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.887, mIoU: 0.440
2023-04-13 23:43:41,592 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.887, mIoU: 0.440
2023-04-13 23:43:41,663 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.887, mIoU: 0.439
2023-04-13 23:43:41,737 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.888, mIoU: 0.439
2023-04-13 23:43:41,814 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.888, mIoU: 0.439
2023-04-13 23:43:41,893 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.888, mIoU: 0.439
2023-04-13 23:43:41,968 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.888, mIoU: 0.439
2023-04-13 23:43:42,039 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.888, mIoU: 0.439
2023-04-13 23:43:42,109 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.887, mIoU: 0.438
2023-04-13 23:43:42,180 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.886, mIoU: 0.436
2023-04-13 23:43:42,249 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.887, mIoU: 0.436
2023-04-13 23:43:42,320 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.887, mIoU: 0.436
2023-04-13 23:43:42,391 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:42,459 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.886, mIoU: 0.434
2023-04-13 23:43:42,535 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.886, mIoU: 0.436
2023-04-13 23:43:42,614 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.886, mIoU: 0.436
2023-04-13 23:43:42,685 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.885, mIoU: 0.436
2023-04-13 23:43:42,761 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.885, mIoU: 0.438
2023-04-13 23:43:42,842 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.886, mIoU: 0.438
2023-04-13 23:43:42,919 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.885, mIoU: 0.437
2023-04-13 23:43:42,993 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.886, mIoU: 0.438
2023-04-13 23:43:43,065 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.887, mIoU: 0.437
2023-04-13 23:43:43,135 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.887, mIoU: 0.437
2023-04-13 23:43:43,206 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.887, mIoU: 0.437
2023-04-13 23:43:43,279 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.888, mIoU: 0.437
2023-04-13 23:43:43,356 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.888, mIoU: 0.437
2023-04-13 23:43:43,423 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.888, mIoU: 0.437
2023-04-13 23:43:43,497 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.888, mIoU: 0.437
2023-04-13 23:43:43,576 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.888, mIoU: 0.436
2023-04-13 23:43:43,650 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.887, mIoU: 0.436
2023-04-13 23:43:43,723 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:43,798 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:43,870 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:43,944 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:44,013 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:44,084 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:44,157 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.887, mIoU: 0.434
2023-04-13 23:43:44,229 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.887, mIoU: 0.434
2023-04-13 23:43:44,300 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.887, mIoU: 0.434
2023-04-13 23:43:44,371 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.887, mIoU: 0.434
2023-04-13 23:43:44,440 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.887, mIoU: 0.433
2023-04-13 23:43:44,512 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:44,585 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:44,660 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:44,734 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:44,814 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.887, mIoU: 0.435
2023-04-13 23:43:44,887 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.888, mIoU: 0.434
2023-04-13 23:43:44,962 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.888, mIoU: 0.435
2023-04-13 23:43:45,033 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.887, mIoU: 0.434
2023-04-13 23:43:45,103 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.887, mIoU: 0.434
2023-04-13 23:43:45,172 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.888, mIoU: 0.433
2023-04-13 23:43:45,248 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.888, mIoU: 0.433
2023-04-13 23:43:45,316 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.887, mIoU: 0.432
2023-04-13 23:43:45,390 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.888, mIoU: 0.432
2023-04-13 23:43:45,462 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.888, mIoU: 0.432
2023-04-13 23:43:45,534 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.888, mIoU: 0.432
2023-04-13 23:43:45,612 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.888, mIoU: 0.432
2023-04-13 23:43:45,687 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.889, mIoU: 0.432
2023-04-13 23:43:45,758 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.889, mIoU: 0.432
2023-04-13 23:43:45,835 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.889, mIoU: 0.433
2023-04-13 23:43:45,909 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.889, mIoU: 0.433
2023-04-13 23:43:45,986 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.889, mIoU: 0.433
2023-04-13 23:43:46,062 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.890, mIoU: 0.433
2023-04-13 23:43:46,134 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.890, mIoU: 0.432
2023-04-13 23:43:46,206 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.890, mIoU: 0.432
2023-04-13 23:43:46,275 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.890, mIoU: 0.433
2023-04-13 23:43:46,344 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.890, mIoU: 0.433
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2023-04-13 23:43:46,555 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.889, mIoU: 0.432
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2023-04-13 23:43:46,696 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.889, mIoU: 0.432
2023-04-13 23:43:46,767 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.890, mIoU: 0.432
2023-04-13 23:43:46,840 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.890, mIoU: 0.432
2023-04-13 23:43:46,916 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.890, mIoU: 0.433
2023-04-13 23:43:46,990 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.890, mIoU: 0.433
2023-04-13 23:43:47,064 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.890, mIoU: 0.432
2023-04-13 23:43:47,135 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.890, mIoU: 0.432
2023-04-13 23:43:47,205 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.890, mIoU: 0.432
2023-04-13 23:43:47,281 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.890, mIoU: 0.433
2023-04-13 23:43:47,350 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.891, mIoU: 0.433
2023-04-13 23:43:47,423 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:47,492 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:47,566 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:47,633 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:47,699 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:47,767 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:47,839 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:47,912 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:47,983 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:48,054 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.891, mIoU: 0.434
2023-04-13 23:43:48,126 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.891, mIoU: 0.433
2023-04-13 23:43:48,197 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:48,269 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:48,343 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:48,416 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.891, mIoU: 0.433
2023-04-13 23:43:48,496 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:48,571 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:48,644 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:48,717 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:48,789 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:48,861 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:48,935 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:49,002 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:49,071 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:49,139 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:49,208 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.891, mIoU: 0.432
2023-04-13 23:43:49,277 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.892, mIoU: 0.432
2023-04-13 23:43:49,350 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.892, mIoU: 0.432
2023-04-13 23:43:49,420 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.892, mIoU: 0.432
2023-04-13 23:43:49,488 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.892, mIoU: 0.432
2023-04-13 23:43:49,554 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.892, mIoU: 0.431
2023-04-13 23:43:49,621 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.892, mIoU: 0.431
2023-04-13 23:43:49,691 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.892, mIoU: 0.431
2023-04-13 23:43:49,761 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.892, mIoU: 0.431
2023-04-13 23:43:49,830 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.893, mIoU: 0.431
2023-04-13 23:43:49,896 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.893, mIoU: 0.431
2023-04-13 23:43:49,965 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.893, mIoU: 0.432
2023-04-13 23:43:50,033 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.893, mIoU: 0.432
2023-04-13 23:43:50,098 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.892, mIoU: 0.431
2023-04-13 23:43:50,163 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.892, mIoU: 0.430
2023-04-13 23:43:50,228 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.891, mIoU: 0.429
2023-04-13 23:43:50,290 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.891, mIoU: 0.429
2023-04-13 23:43:50,352 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.891, mIoU: 0.429
2023-04-13 23:43:50,415 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.892, mIoU: 0.429
2023-04-13 23:43:50,478 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.892, mIoU: 0.429
2023-04-13 23:43:50,541 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.892, mIoU: 0.429
2023-04-13 23:43:50,602 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.892, mIoU: 0.429
2023-04-13 23:43:50,669 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.892, mIoU: 0.429
2023-04-13 23:43:50,741 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.892, mIoU: 0.429
2023-04-13 23:43:50,815 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.892, mIoU: 0.429
2023-04-13 23:43:50,882 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.892, mIoU: 0.429
2023-04-13 23:43:50,948 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.892, mIoU: 0.430
2023-04-13 23:43:51,012 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.892, mIoU: 0.430
2023-04-13 23:43:51,079 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.893, mIoU: 0.431
2023-04-13 23:43:51,146 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.893, mIoU: 0.431
2023-04-13 23:43:51,212 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.893, mIoU: 0.431
2023-04-13 23:43:51,278 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.893, mIoU: 0.431
2023-04-13 23:43:51,340 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.892, mIoU: 0.430
2023-04-13 23:43:51,406 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.892, mIoU: 0.430
2023-04-13 23:43:51,472 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.893, mIoU: 0.430
2023-04-13 23:43:52,745 semantic_segmentation INFO: Overall validation pixAcc: 90.286, mIoU: 43.706
2023-04-13 23:43:57,854 semantic_segmentation INFO: Iters: 810/40000 || Lr: 0.019637 || Task Loss: 0.4734 || KD Loss: 0.0000|| Cost Time: 0:07:10 || Estimated Time: 5:46:37
2023-04-13 23:44:02,463 semantic_segmentation INFO: Iters: 820/40000 || Lr: 0.019633 || Task Loss: 0.3919 || KD Loss: 0.0000|| Cost Time: 0:07:14 || Estimated Time: 5:45:59
2023-04-13 23:44:07,122 semantic_segmentation INFO: Iters: 830/40000 || Lr: 0.019628 || Task Loss: 0.4108 || KD Loss: 0.0000|| Cost Time: 0:07:19 || Estimated Time: 5:45:23
2023-04-13 23:44:11,719 semantic_segmentation INFO: Iters: 840/40000 || Lr: 0.019624 || Task Loss: 0.5683 || KD Loss: 0.0000|| Cost Time: 0:07:23 || Estimated Time: 5:44:46
2023-04-13 23:44:16,364 semantic_segmentation INFO: Iters: 850/40000 || Lr: 0.019619 || Task Loss: 1.0361 || KD Loss: 0.0000|| Cost Time: 0:07:28 || Estimated Time: 5:44:11
2023-04-13 23:44:21,004 semantic_segmentation INFO: Iters: 860/40000 || Lr: 0.019615 || Task Loss: 0.6007 || KD Loss: 0.0000|| Cost Time: 0:07:33 || Estimated Time: 5:43:37
2023-04-13 23:44:25,682 semantic_segmentation INFO: Iters: 870/40000 || Lr: 0.019610 || Task Loss: 0.6636 || KD Loss: 0.0000|| Cost Time: 0:07:37 || Estimated Time: 5:43:05
2023-04-13 23:44:30,326 semantic_segmentation INFO: Iters: 880/40000 || Lr: 0.019606 || Task Loss: 0.5628 || KD Loss: 0.0000|| Cost Time: 0:07:42 || Estimated Time: 5:42:32
2023-04-13 23:44:34,978 semantic_segmentation INFO: Iters: 890/40000 || Lr: 0.019602 || Task Loss: 0.6101 || KD Loss: 0.0000|| Cost Time: 0:07:47 || Estimated Time: 5:42:01
2023-04-13 23:44:39,590 semantic_segmentation INFO: Iters: 900/40000 || Lr: 0.019597 || Task Loss: 0.5687 || KD Loss: 0.0000|| Cost Time: 0:07:51 || Estimated Time: 5:41:28
2023-04-13 23:44:44,208 semantic_segmentation INFO: Iters: 910/40000 || Lr: 0.019593 || Task Loss: 0.5534 || KD Loss: 0.0000|| Cost Time: 0:07:56 || Estimated Time: 5:40:56
2023-04-13 23:44:48,801 semantic_segmentation INFO: Iters: 920/40000 || Lr: 0.019588 || Task Loss: 0.6104 || KD Loss: 0.0000|| Cost Time: 0:08:01 || Estimated Time: 5:40:23
2023-04-13 23:44:53,428 semantic_segmentation INFO: Iters: 930/40000 || Lr: 0.019584 || Task Loss: 0.5412 || KD Loss: 0.0000|| Cost Time: 0:08:05 || Estimated Time: 5:39:53
2023-04-13 23:44:58,066 semantic_segmentation INFO: Iters: 940/40000 || Lr: 0.019579 || Task Loss: 0.5774 || KD Loss: 0.0000|| Cost Time: 0:08:10 || Estimated Time: 5:39:23
2023-04-13 23:45:02,751 semantic_segmentation INFO: Iters: 950/40000 || Lr: 0.019575 || Task Loss: 0.3950 || KD Loss: 0.0000|| Cost Time: 0:08:15 || Estimated Time: 5:38:56
2023-04-13 23:45:07,408 semantic_segmentation INFO: Iters: 960/40000 || Lr: 0.019570 || Task Loss: 0.3427 || KD Loss: 0.0000|| Cost Time: 0:08:19 || Estimated Time: 5:38:29
2023-04-13 23:45:12,049 semantic_segmentation INFO: Iters: 970/40000 || Lr: 0.019566 || Task Loss: 0.7086 || KD Loss: 0.0000|| Cost Time: 0:08:24 || Estimated Time: 5:38:01
2023-04-13 23:45:16,730 semantic_segmentation INFO: Iters: 980/40000 || Lr: 0.019561 || Task Loss: 0.3950 || KD Loss: 0.0000|| Cost Time: 0:08:29 || Estimated Time: 5:37:35
2023-04-13 23:45:21,337 semantic_segmentation INFO: Iters: 990/40000 || Lr: 0.019557 || Task Loss: 0.5565 || KD Loss: 0.0000|| Cost Time: 0:08:33 || Estimated Time: 5:37:07
2023-04-13 23:45:26,012 semantic_segmentation INFO: Iters: 1000/40000 || Lr: 0.019552 || Task Loss: 0.4115 || KD Loss: 0.0000|| Cost Time: 0:08:38 || Estimated Time: 5:36:42
2023-04-13 23:45:30,688 semantic_segmentation INFO: Iters: 1010/40000 || Lr: 0.019548 || Task Loss: 0.8975 || KD Loss: 0.0000|| Cost Time: 0:08:42 || Estimated Time: 5:36:17
2023-04-13 23:45:35,317 semantic_segmentation INFO: Iters: 1020/40000 || Lr: 0.019543 || Task Loss: 0.4959 || KD Loss: 0.0000|| Cost Time: 0:08:47 || Estimated Time: 5:35:51
2023-04-13 23:45:39,948 semantic_segmentation INFO: Iters: 1030/40000 || Lr: 0.019539 || Task Loss: 0.6088 || KD Loss: 0.0000|| Cost Time: 0:08:52 || Estimated Time: 5:35:26
2023-04-13 23:45:44,687 semantic_segmentation INFO: Iters: 1040/40000 || Lr: 0.019534 || Task Loss: 0.6096 || KD Loss: 0.0000|| Cost Time: 0:08:56 || Estimated Time: 5:35:05
2023-04-13 23:45:49,378 semantic_segmentation INFO: Iters: 1050/40000 || Lr: 0.019530 || Task Loss: 0.4248 || KD Loss: 0.0000|| Cost Time: 0:09:01 || Estimated Time: 5:34:42
2023-04-13 23:45:54,046 semantic_segmentation INFO: Iters: 1060/40000 || Lr: 0.019525 || Task Loss: 0.4142 || KD Loss: 0.0000|| Cost Time: 0:09:06 || Estimated Time: 5:34:19
2023-04-13 23:45:58,744 semantic_segmentation INFO: Iters: 1070/40000 || Lr: 0.019521 || Task Loss: 0.6799 || KD Loss: 0.0000|| Cost Time: 0:09:11 || Estimated Time: 5:33:57
2023-04-13 23:46:03,413 semantic_segmentation INFO: Iters: 1080/40000 || Lr: 0.019516 || Task Loss: 0.4596 || KD Loss: 0.0000|| Cost Time: 0:09:15 || Estimated Time: 5:33:35
2023-04-13 23:46:08,086 semantic_segmentation INFO: Iters: 1090/40000 || Lr: 0.019512 || Task Loss: 0.5256 || KD Loss: 0.0000|| Cost Time: 0:09:20 || Estimated Time: 5:33:13
2023-04-13 23:46:12,788 semantic_segmentation INFO: Iters: 1100/40000 || Lr: 0.019507 || Task Loss: 0.5822 || KD Loss: 0.0000|| Cost Time: 0:09:25 || Estimated Time: 5:32:52
2023-04-13 23:46:17,418 semantic_segmentation INFO: Iters: 1110/40000 || Lr: 0.019503 || Task Loss: 0.5814 || KD Loss: 0.0000|| Cost Time: 0:09:29 || Estimated Time: 5:32:30
2023-04-13 23:46:22,079 semantic_segmentation INFO: Iters: 1120/40000 || Lr: 0.019498 || Task Loss: 0.3921 || KD Loss: 0.0000|| Cost Time: 0:09:34 || Estimated Time: 5:32:08
2023-04-13 23:46:26,729 semantic_segmentation INFO: Iters: 1130/40000 || Lr: 0.019494 || Task Loss: 0.5631 || KD Loss: 0.0000|| Cost Time: 0:09:39 || Estimated Time: 5:31:47
2023-04-13 23:46:31,408 semantic_segmentation INFO: Iters: 1140/40000 || Lr: 0.019489 || Task Loss: 0.4073 || KD Loss: 0.0000|| Cost Time: 0:09:43 || Estimated Time: 5:31:27
2023-04-13 23:46:36,048 semantic_segmentation INFO: Iters: 1150/40000 || Lr: 0.019485 || Task Loss: 0.3782 || KD Loss: 0.0000|| Cost Time: 0:09:48 || Estimated Time: 5:31:06
2023-04-13 23:46:40,747 semantic_segmentation INFO: Iters: 1160/40000 || Lr: 0.019480 || Task Loss: 0.4016 || KD Loss: 0.0000|| Cost Time: 0:09:53 || Estimated Time: 5:30:46
2023-04-13 23:46:45,447 semantic_segmentation INFO: Iters: 1170/40000 || Lr: 0.019476 || Task Loss: 0.4915 || KD Loss: 0.0000|| Cost Time: 0:09:57 || Estimated Time: 5:30:28
2023-04-13 23:46:50,220 semantic_segmentation INFO: Iters: 1180/40000 || Lr: 0.019471 || Task Loss: 0.8704 || KD Loss: 0.0000|| Cost Time: 0:10:02 || Estimated Time: 5:30:12
2023-04-13 23:46:54,847 semantic_segmentation INFO: Iters: 1190/40000 || Lr: 0.019467 || Task Loss: 0.3413 || KD Loss: 0.0000|| Cost Time: 0:10:07 || Estimated Time: 5:29:51
2023-04-13 23:46:59,539 semantic_segmentation INFO: Iters: 1200/40000 || Lr: 0.019462 || Task Loss: 0.5217 || KD Loss: 0.0000|| Cost Time: 0:10:11 || Estimated Time: 5:29:33
2023-04-13 23:46:59,874 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 23:47:02,638 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.836, mIoU: 0.295
2023-04-13 23:47:02,721 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.898, mIoU: 0.332
2023-04-13 23:47:02,815 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.916, mIoU: 0.368
2023-04-13 23:47:02,889 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.925, mIoU: 0.385
2023-04-13 23:47:02,961 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.929, mIoU: 0.380
2023-04-13 23:47:03,035 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.932, mIoU: 0.382
2023-04-13 23:47:03,110 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.932, mIoU: 0.382
2023-04-13 23:47:03,181 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.933, mIoU: 0.391
2023-04-13 23:47:03,252 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.934, mIoU: 0.412
2023-04-13 23:47:03,323 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.931, mIoU: 0.430
2023-04-13 23:47:03,394 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.932, mIoU: 0.435
2023-04-13 23:47:03,463 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.927, mIoU: 0.463
2023-04-13 23:47:03,538 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.926, mIoU: 0.463
2023-04-13 23:47:03,612 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.924, mIoU: 0.451
2023-04-13 23:47:03,682 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.920, mIoU: 0.448
2023-04-13 23:47:03,755 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.446
2023-04-13 23:47:03,826 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.919, mIoU: 0.443
2023-04-13 23:47:03,897 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.918, mIoU: 0.445
2023-04-13 23:47:03,969 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.453
2023-04-13 23:47:04,037 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.915, mIoU: 0.459
2023-04-13 23:47:04,106 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.915, mIoU: 0.463
2023-04-13 23:47:04,176 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.906, mIoU: 0.454
2023-04-13 23:47:04,250 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.906, mIoU: 0.452
2023-04-13 23:47:04,322 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.903, mIoU: 0.457
2023-04-13 23:47:04,392 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.902, mIoU: 0.479
2023-04-13 23:47:04,463 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.903, mIoU: 0.484
2023-04-13 23:47:04,534 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.903, mIoU: 0.479
2023-04-13 23:47:04,605 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.903, mIoU: 0.478
2023-04-13 23:47:04,678 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.900, mIoU: 0.475
2023-04-13 23:47:04,752 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.899, mIoU: 0.462
2023-04-13 23:47:04,823 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.899, mIoU: 0.463
2023-04-13 23:47:04,895 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.900, mIoU: 0.464
2023-04-13 23:47:04,966 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.902, mIoU: 0.467
2023-04-13 23:47:05,040 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.902, mIoU: 0.469
2023-04-13 23:47:05,113 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.903, mIoU: 0.468
2023-04-13 23:47:05,186 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.903, mIoU: 0.467
2023-04-13 23:47:05,256 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.904, mIoU: 0.468
2023-04-13 23:47:05,327 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.902, mIoU: 0.467
2023-04-13 23:47:05,395 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.902, mIoU: 0.468
2023-04-13 23:47:05,466 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.903, mIoU: 0.470
2023-04-13 23:47:05,539 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.903, mIoU: 0.471
2023-04-13 23:47:05,608 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.903, mIoU: 0.470
2023-04-13 23:47:05,679 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.904, mIoU: 0.472
2023-04-13 23:47:05,749 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.905, mIoU: 0.472
2023-04-13 23:47:05,819 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.905, mIoU: 0.470
2023-04-13 23:47:05,893 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.906, mIoU: 0.470
2023-04-13 23:47:05,965 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.470
2023-04-13 23:47:06,037 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.470
2023-04-13 23:47:06,108 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.908, mIoU: 0.472
2023-04-13 23:47:06,185 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.473
2023-04-13 23:47:06,260 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.472
2023-04-13 23:47:06,332 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.906, mIoU: 0.471
2023-04-13 23:47:06,403 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.905, mIoU: 0.468
2023-04-13 23:47:06,478 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.904, mIoU: 0.464
2023-04-13 23:47:06,552 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.903, mIoU: 0.463
2023-04-13 23:47:06,622 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.902, mIoU: 0.462
2023-04-13 23:47:06,689 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.903, mIoU: 0.462
2023-04-13 23:47:06,762 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.903, mIoU: 0.463
2023-04-13 23:47:06,833 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.903, mIoU: 0.468
2023-04-13 23:47:06,902 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.903, mIoU: 0.468
2023-04-13 23:47:06,971 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.903, mIoU: 0.469
2023-04-13 23:47:07,040 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.903, mIoU: 0.470
2023-04-13 23:47:07,121 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.903, mIoU: 0.468
2023-04-13 23:47:07,197 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.902, mIoU: 0.469
2023-04-13 23:47:07,271 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.902, mIoU: 0.470
2023-04-13 23:47:07,346 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.901, mIoU: 0.468
2023-04-13 23:47:07,422 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.901, mIoU: 0.468
2023-04-13 23:47:07,497 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.901, mIoU: 0.470
2023-04-13 23:47:07,569 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.901, mIoU: 0.469
2023-04-13 23:47:07,642 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.901, mIoU: 0.469
2023-04-13 23:47:07,714 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.902, mIoU: 0.469
2023-04-13 23:47:07,785 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.902, mIoU: 0.470
2023-04-13 23:47:07,860 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.903, mIoU: 0.469
2023-04-13 23:47:07,930 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.903, mIoU: 0.468
2023-04-13 23:47:07,999 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.902, mIoU: 0.468
2023-04-13 23:47:08,070 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.902, mIoU: 0.468
2023-04-13 23:47:08,136 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.903, mIoU: 0.468
2023-04-13 23:47:08,205 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.903, mIoU: 0.468
2023-04-13 23:47:08,275 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.902, mIoU: 0.468
2023-04-13 23:47:08,348 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.901, mIoU: 0.468
2023-04-13 23:47:08,428 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.900, mIoU: 0.469
2023-04-13 23:47:08,499 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.900, mIoU: 0.469
2023-04-13 23:47:08,572 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.900, mIoU: 0.469
2023-04-13 23:47:08,643 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.900, mIoU: 0.468
2023-04-13 23:47:08,715 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.897, mIoU: 0.465
2023-04-13 23:47:08,790 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.897, mIoU: 0.466
2023-04-13 23:47:08,862 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.897, mIoU: 0.466
2023-04-13 23:47:08,936 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.898, mIoU: 0.466
2023-04-13 23:47:09,007 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.898, mIoU: 0.465
2023-04-13 23:47:09,080 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:09,151 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:09,222 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.897, mIoU: 0.461
2023-04-13 23:47:09,290 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.897, mIoU: 0.461
2023-04-13 23:47:09,360 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.897, mIoU: 0.461
2023-04-13 23:47:09,428 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.898, mIoU: 0.461
2023-04-13 23:47:09,493 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.898, mIoU: 0.461
2023-04-13 23:47:09,567 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.898, mIoU: 0.460
2023-04-13 23:47:09,635 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.898, mIoU: 0.460
2023-04-13 23:47:09,703 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.898, mIoU: 0.462
2023-04-13 23:47:09,770 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.897, mIoU: 0.462
2023-04-13 23:47:09,839 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.895, mIoU: 0.461
2023-04-13 23:47:09,914 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.895, mIoU: 0.461
2023-04-13 23:47:09,982 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.895, mIoU: 0.461
2023-04-13 23:47:10,052 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.895, mIoU: 0.461
2023-04-13 23:47:10,122 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.896, mIoU: 0.461
2023-04-13 23:47:10,191 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.896, mIoU: 0.462
2023-04-13 23:47:10,259 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.897, mIoU: 0.462
2023-04-13 23:47:10,329 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.897, mIoU: 0.462
2023-04-13 23:47:10,401 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.897, mIoU: 0.462
2023-04-13 23:47:10,474 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.897, mIoU: 0.461
2023-04-13 23:47:10,545 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.897, mIoU: 0.462
2023-04-13 23:47:10,626 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.897, mIoU: 0.461
2023-04-13 23:47:10,706 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.897, mIoU: 0.460
2023-04-13 23:47:10,781 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.897, mIoU: 0.460
2023-04-13 23:47:10,855 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.898, mIoU: 0.461
2023-04-13 23:47:10,931 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.898, mIoU: 0.460
2023-04-13 23:47:11,001 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.897, mIoU: 0.464
2023-04-13 23:47:11,073 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.897, mIoU: 0.464
2023-04-13 23:47:11,143 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.896, mIoU: 0.464
2023-04-13 23:47:11,213 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.897, mIoU: 0.464
2023-04-13 23:47:11,281 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.897, mIoU: 0.464
2023-04-13 23:47:11,351 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.897, mIoU: 0.464
2023-04-13 23:47:11,420 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.897, mIoU: 0.464
2023-04-13 23:47:11,497 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.897, mIoU: 0.463
2023-04-13 23:47:11,569 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.897, mIoU: 0.463
2023-04-13 23:47:11,646 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.896, mIoU: 0.462
2023-04-13 23:47:11,721 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.896, mIoU: 0.463
2023-04-13 23:47:11,802 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.896, mIoU: 0.463
2023-04-13 23:47:11,876 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.896, mIoU: 0.463
2023-04-13 23:47:11,950 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.897, mIoU: 0.463
2023-04-13 23:47:12,024 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.897, mIoU: 0.463
2023-04-13 23:47:12,097 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.897, mIoU: 0.463
2023-04-13 23:47:12,168 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.898, mIoU: 0.463
2023-04-13 23:47:12,240 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.898, mIoU: 0.463
2023-04-13 23:47:12,310 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.898, mIoU: 0.463
2023-04-13 23:47:12,382 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.899, mIoU: 0.463
2023-04-13 23:47:12,457 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.899, mIoU: 0.463
2023-04-13 23:47:12,535 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.899, mIoU: 0.464
2023-04-13 23:47:12,609 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:12,685 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:12,763 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:12,834 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:12,905 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:12,974 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:13,043 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:13,113 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.898, mIoU: 0.466
2023-04-13 23:47:13,183 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.898, mIoU: 0.466
2023-04-13 23:47:13,253 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.898, mIoU: 0.465
2023-04-13 23:47:13,324 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.898, mIoU: 0.465
2023-04-13 23:47:13,392 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.898, mIoU: 0.465
2023-04-13 23:47:13,462 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.898, mIoU: 0.465
2023-04-13 23:47:13,535 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.898, mIoU: 0.464
2023-04-13 23:47:13,606 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.897, mIoU: 0.464
2023-04-13 23:47:13,678 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.898, mIoU: 0.463
2023-04-13 23:47:13,747 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.897, mIoU: 0.463
2023-04-13 23:47:13,816 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.898, mIoU: 0.462
2023-04-13 23:47:13,889 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.898, mIoU: 0.462
2023-04-13 23:47:13,961 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.897, mIoU: 0.461
2023-04-13 23:47:14,034 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.897, mIoU: 0.461
2023-04-13 23:47:14,108 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.898, mIoU: 0.461
2023-04-13 23:47:14,183 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.898, mIoU: 0.461
2023-04-13 23:47:14,255 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.897, mIoU: 0.460
2023-04-13 23:47:14,330 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.898, mIoU: 0.459
2023-04-13 23:47:14,404 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.898, mIoU: 0.459
2023-04-13 23:47:14,474 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.898, mIoU: 0.459
2023-04-13 23:47:14,544 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.898, mIoU: 0.459
2023-04-13 23:47:14,616 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.898, mIoU: 0.460
2023-04-13 23:47:14,687 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.899, mIoU: 0.460
2023-04-13 23:47:14,757 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.899, mIoU: 0.460
2023-04-13 23:47:14,829 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.899, mIoU: 0.461
2023-04-13 23:47:14,900 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.899, mIoU: 0.460
2023-04-13 23:47:14,969 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.900, mIoU: 0.460
2023-04-13 23:47:15,039 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.900, mIoU: 0.460
2023-04-13 23:47:15,112 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.900, mIoU: 0.460
2023-04-13 23:47:15,185 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.900, mIoU: 0.460
2023-04-13 23:47:15,255 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.900, mIoU: 0.460
2023-04-13 23:47:15,328 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.900, mIoU: 0.461
2023-04-13 23:47:15,400 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.900, mIoU: 0.461
2023-04-13 23:47:15,474 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.900, mIoU: 0.461
2023-04-13 23:47:15,553 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.900, mIoU: 0.461
2023-04-13 23:47:15,628 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.900, mIoU: 0.461
2023-04-13 23:47:15,704 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.901, mIoU: 0.461
2023-04-13 23:47:15,774 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.901, mIoU: 0.462
2023-04-13 23:47:15,845 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.901, mIoU: 0.462
2023-04-13 23:47:15,913 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.901, mIoU: 0.462
2023-04-13 23:47:15,989 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.901, mIoU: 0.462
2023-04-13 23:47:16,059 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.902, mIoU: 0.462
2023-04-13 23:47:16,128 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.902, mIoU: 0.462
2023-04-13 23:47:16,195 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.902, mIoU: 0.462
2023-04-13 23:47:16,264 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.902, mIoU: 0.462
2023-04-13 23:47:16,335 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:16,406 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:16,476 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.902, mIoU: 0.464
2023-04-13 23:47:16,553 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:16,623 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:16,698 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:16,771 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:16,846 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:16,920 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:16,992 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:17,067 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:17,144 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.902, mIoU: 0.462
2023-04-13 23:47:17,220 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.902, mIoU: 0.462
2023-04-13 23:47:17,293 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.902, mIoU: 0.463
2023-04-13 23:47:17,368 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.903, mIoU: 0.463
2023-04-13 23:47:17,439 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.903, mIoU: 0.463
2023-04-13 23:47:17,511 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.903, mIoU: 0.463
2023-04-13 23:47:17,584 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.903, mIoU: 0.462
2023-04-13 23:47:17,657 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.903, mIoU: 0.462
2023-04-13 23:47:17,732 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.903, mIoU: 0.462
2023-04-13 23:47:17,809 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.903, mIoU: 0.463
2023-04-13 23:47:17,889 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.903, mIoU: 0.463
2023-04-13 23:47:17,965 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.903, mIoU: 0.463
2023-04-13 23:47:18,038 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.903, mIoU: 0.463
2023-04-13 23:47:18,109 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.903, mIoU: 0.462
2023-04-13 23:47:18,179 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.904, mIoU: 0.463
2023-04-13 23:47:18,249 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.904, mIoU: 0.463
2023-04-13 23:47:18,320 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.904, mIoU: 0.463
2023-04-13 23:47:18,394 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.904, mIoU: 0.463
2023-04-13 23:47:18,471 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.904, mIoU: 0.463
2023-04-13 23:47:18,541 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.904, mIoU: 0.462
2023-04-13 23:47:18,609 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.904, mIoU: 0.462
2023-04-13 23:47:18,678 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.904, mIoU: 0.462
2023-04-13 23:47:18,746 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.904, mIoU: 0.462
2023-04-13 23:47:18,816 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.905, mIoU: 0.462
2023-04-13 23:47:18,886 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.905, mIoU: 0.462
2023-04-13 23:47:18,955 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.905, mIoU: 0.463
2023-04-13 23:47:19,025 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.905, mIoU: 0.462
2023-04-13 23:47:19,094 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.904, mIoU: 0.460
2023-04-13 23:47:19,163 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.904, mIoU: 0.460
2023-04-13 23:47:19,230 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.904, mIoU: 0.459
2023-04-13 23:47:19,294 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.904, mIoU: 0.459
2023-04-13 23:47:19,360 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.904, mIoU: 0.459
2023-04-13 23:47:19,423 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.904, mIoU: 0.459
2023-04-13 23:47:19,488 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.904, mIoU: 0.459
2023-04-13 23:47:19,554 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.904, mIoU: 0.459
2023-04-13 23:47:19,623 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.904, mIoU: 0.460
2023-04-13 23:47:19,693 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.904, mIoU: 0.460
2023-04-13 23:47:19,762 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.904, mIoU: 0.459
2023-04-13 23:47:19,829 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.904, mIoU: 0.459
2023-04-13 23:47:19,897 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.904, mIoU: 0.460
2023-04-13 23:47:19,963 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.905, mIoU: 0.460
2023-04-13 23:47:20,028 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.905, mIoU: 0.460
2023-04-13 23:47:20,094 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.905, mIoU: 0.461
2023-04-13 23:47:20,163 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.905, mIoU: 0.462
2023-04-13 23:47:20,230 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.905, mIoU: 0.462
2023-04-13 23:47:20,296 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.905, mIoU: 0.462
2023-04-13 23:47:20,361 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.905, mIoU: 0.462
2023-04-13 23:47:20,430 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.905, mIoU: 0.462
2023-04-13 23:47:20,495 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.905, mIoU: 0.463
2023-04-13 23:47:21,769 semantic_segmentation INFO: Overall validation pixAcc: 91.608, mIoU: 48.206
2023-04-13 23:47:26,829 semantic_segmentation INFO: Iters: 1210/40000 || Lr: 0.019458 || Task Loss: 0.4328 || KD Loss: 0.0000|| Cost Time: 0:10:39 || Estimated Time: 5:41:19
2023-04-13 23:47:31,471 semantic_segmentation INFO: Iters: 1220/40000 || Lr: 0.019453 || Task Loss: 0.3938 || KD Loss: 0.0000|| Cost Time: 0:10:43 || Estimated Time: 5:40:53
2023-04-13 23:47:36,137 semantic_segmentation INFO: Iters: 1230/40000 || Lr: 0.019449 || Task Loss: 0.6139 || KD Loss: 0.0000|| Cost Time: 0:10:48 || Estimated Time: 5:40:29
2023-04-13 23:47:40,896 semantic_segmentation INFO: Iters: 1240/40000 || Lr: 0.019444 || Task Loss: 0.4442 || KD Loss: 0.0000|| Cost Time: 0:10:53 || Estimated Time: 5:40:08
2023-04-13 23:47:45,602 semantic_segmentation INFO: Iters: 1250/40000 || Lr: 0.019440 || Task Loss: 0.3760 || KD Loss: 0.0000|| Cost Time: 0:10:57 || Estimated Time: 5:39:45
2023-04-13 23:47:50,288 semantic_segmentation INFO: Iters: 1260/40000 || Lr: 0.019435 || Task Loss: 0.3144 || KD Loss: 0.0000|| Cost Time: 0:11:02 || Estimated Time: 5:39:22
2023-04-13 23:47:54,976 semantic_segmentation INFO: Iters: 1270/40000 || Lr: 0.019431 || Task Loss: 0.4293 || KD Loss: 0.0000|| Cost Time: 0:11:07 || Estimated Time: 5:39:00
2023-04-13 23:47:59,680 semantic_segmentation INFO: Iters: 1280/40000 || Lr: 0.019426 || Task Loss: 0.3011 || KD Loss: 0.0000|| Cost Time: 0:11:11 || Estimated Time: 5:38:38
2023-04-13 23:48:04,401 semantic_segmentation INFO: Iters: 1290/40000 || Lr: 0.019422 || Task Loss: 0.7714 || KD Loss: 0.0000|| Cost Time: 0:11:16 || Estimated Time: 5:38:17
2023-04-13 23:48:09,152 semantic_segmentation INFO: Iters: 1300/40000 || Lr: 0.019417 || Task Loss: 0.6210 || KD Loss: 0.0000|| Cost Time: 0:11:21 || Estimated Time: 5:37:57
2023-04-13 23:48:13,889 semantic_segmentation INFO: Iters: 1310/40000 || Lr: 0.019413 || Task Loss: 0.4717 || KD Loss: 0.0000|| Cost Time: 0:11:26 || Estimated Time: 5:37:37
2023-04-13 23:48:18,547 semantic_segmentation INFO: Iters: 1320/40000 || Lr: 0.019408 || Task Loss: 0.5176 || KD Loss: 0.0000|| Cost Time: 0:11:30 || Estimated Time: 5:37:15
2023-04-13 23:48:23,277 semantic_segmentation INFO: Iters: 1330/40000 || Lr: 0.019404 || Task Loss: 0.5039 || KD Loss: 0.0000|| Cost Time: 0:11:35 || Estimated Time: 5:36:55
2023-04-13 23:48:27,973 semantic_segmentation INFO: Iters: 1340/40000 || Lr: 0.019399 || Task Loss: 0.6038 || KD Loss: 0.0000|| Cost Time: 0:11:40 || Estimated Time: 5:36:34
2023-04-13 23:48:32,705 semantic_segmentation INFO: Iters: 1350/40000 || Lr: 0.019395 || Task Loss: 0.5178 || KD Loss: 0.0000|| Cost Time: 0:11:44 || Estimated Time: 5:36:15
2023-04-13 23:48:37,446 semantic_segmentation INFO: Iters: 1360/40000 || Lr: 0.019390 || Task Loss: 0.2760 || KD Loss: 0.0000|| Cost Time: 0:11:49 || Estimated Time: 5:35:56
2023-04-13 23:48:42,188 semantic_segmentation INFO: Iters: 1370/40000 || Lr: 0.019386 || Task Loss: 0.5421 || KD Loss: 0.0000|| Cost Time: 0:11:54 || Estimated Time: 5:35:38
2023-04-13 23:48:46,890 semantic_segmentation INFO: Iters: 1380/40000 || Lr: 0.019381 || Task Loss: 0.4884 || KD Loss: 0.0000|| Cost Time: 0:11:59 || Estimated Time: 5:35:18
2023-04-13 23:48:51,588 semantic_segmentation INFO: Iters: 1390/40000 || Lr: 0.019377 || Task Loss: 0.3588 || KD Loss: 0.0000|| Cost Time: 0:12:03 || Estimated Time: 5:34:59
2023-04-13 23:48:56,320 semantic_segmentation INFO: Iters: 1400/40000 || Lr: 0.019372 || Task Loss: 0.4201 || KD Loss: 0.0000|| Cost Time: 0:12:08 || Estimated Time: 5:34:40
2023-04-13 23:49:01,045 semantic_segmentation INFO: Iters: 1410/40000 || Lr: 0.019368 || Task Loss: 0.3909 || KD Loss: 0.0000|| Cost Time: 0:12:13 || Estimated Time: 5:34:23
2023-04-13 23:49:05,736 semantic_segmentation INFO: Iters: 1420/40000 || Lr: 0.019364 || Task Loss: 0.2822 || KD Loss: 0.0000|| Cost Time: 0:12:18 || Estimated Time: 5:34:03
2023-04-13 23:49:10,428 semantic_segmentation INFO: Iters: 1430/40000 || Lr: 0.019359 || Task Loss: 0.4531 || KD Loss: 0.0000|| Cost Time: 0:12:22 || Estimated Time: 5:33:44
2023-04-13 23:49:15,115 semantic_segmentation INFO: Iters: 1440/40000 || Lr: 0.019355 || Task Loss: 0.3029 || KD Loss: 0.0000|| Cost Time: 0:12:27 || Estimated Time: 5:33:26
2023-04-13 23:49:19,829 semantic_segmentation INFO: Iters: 1450/40000 || Lr: 0.019350 || Task Loss: 0.3671 || KD Loss: 0.0000|| Cost Time: 0:12:32 || Estimated Time: 5:33:08
2023-04-13 23:49:24,542 semantic_segmentation INFO: Iters: 1460/40000 || Lr: 0.019346 || Task Loss: 0.5145 || KD Loss: 0.0000|| Cost Time: 0:12:36 || Estimated Time: 5:32:50
2023-04-13 23:49:29,256 semantic_segmentation INFO: Iters: 1470/40000 || Lr: 0.019341 || Task Loss: 0.4823 || KD Loss: 0.0000|| Cost Time: 0:12:41 || Estimated Time: 5:32:33
2023-04-13 23:49:33,977 semantic_segmentation INFO: Iters: 1480/40000 || Lr: 0.019337 || Task Loss: 0.5106 || KD Loss: 0.0000|| Cost Time: 0:12:46 || Estimated Time: 5:32:16
2023-04-13 23:49:38,710 semantic_segmentation INFO: Iters: 1490/40000 || Lr: 0.019332 || Task Loss: 0.2957 || KD Loss: 0.0000|| Cost Time: 0:12:50 || Estimated Time: 5:31:59
2023-04-13 23:49:43,432 semantic_segmentation INFO: Iters: 1500/40000 || Lr: 0.019328 || Task Loss: 0.5356 || KD Loss: 0.0000|| Cost Time: 0:12:55 || Estimated Time: 5:31:42
2023-04-13 23:49:48,204 semantic_segmentation INFO: Iters: 1510/40000 || Lr: 0.019323 || Task Loss: 0.4344 || KD Loss: 0.0000|| Cost Time: 0:13:00 || Estimated Time: 5:31:27
2023-04-13 23:49:52,901 semantic_segmentation INFO: Iters: 1520/40000 || Lr: 0.019319 || Task Loss: 0.4915 || KD Loss: 0.0000|| Cost Time: 0:13:05 || Estimated Time: 5:31:10
2023-04-13 23:49:57,621 semantic_segmentation INFO: Iters: 1530/40000 || Lr: 0.019314 || Task Loss: 0.4289 || KD Loss: 0.0000|| Cost Time: 0:13:09 || Estimated Time: 5:30:54
2023-04-13 23:50:02,381 semantic_segmentation INFO: Iters: 1540/40000 || Lr: 0.019310 || Task Loss: 0.4773 || KD Loss: 0.0000|| Cost Time: 0:13:14 || Estimated Time: 5:30:38
2023-04-13 23:50:07,082 semantic_segmentation INFO: Iters: 1550/40000 || Lr: 0.019305 || Task Loss: 0.6548 || KD Loss: 0.0000|| Cost Time: 0:13:19 || Estimated Time: 5:30:22
2023-04-13 23:50:11,821 semantic_segmentation INFO: Iters: 1560/40000 || Lr: 0.019301 || Task Loss: 0.3591 || KD Loss: 0.0000|| Cost Time: 0:13:24 || Estimated Time: 5:30:06
2023-04-13 23:50:16,546 semantic_segmentation INFO: Iters: 1570/40000 || Lr: 0.019296 || Task Loss: 0.4328 || KD Loss: 0.0000|| Cost Time: 0:13:28 || Estimated Time: 5:29:51
2023-04-13 23:50:21,317 semantic_segmentation INFO: Iters: 1580/40000 || Lr: 0.019292 || Task Loss: 0.4021 || KD Loss: 0.0000|| Cost Time: 0:13:33 || Estimated Time: 5:29:36
2023-04-13 23:50:26,071 semantic_segmentation INFO: Iters: 1590/40000 || Lr: 0.019287 || Task Loss: 0.3453 || KD Loss: 0.0000|| Cost Time: 0:13:38 || Estimated Time: 5:29:22
2023-04-13 23:50:30,807 semantic_segmentation INFO: Iters: 1600/40000 || Lr: 0.019283 || Task Loss: 0.4013 || KD Loss: 0.0000|| Cost Time: 0:13:43 || Estimated Time: 5:29:07
2023-04-13 23:50:31,153 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 23:50:33,543 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.927, mIoU: 0.343
2023-04-13 23:50:34,090 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.942, mIoU: 0.391
2023-04-13 23:50:34,174 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.947, mIoU: 0.417
2023-04-13 23:50:34,251 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.948, mIoU: 0.435
2023-04-13 23:50:34,327 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.427
2023-04-13 23:50:34,400 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.433
2023-04-13 23:50:34,474 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.945, mIoU: 0.443
2023-04-13 23:50:34,548 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.945, mIoU: 0.452
2023-04-13 23:50:34,621 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.460
2023-04-13 23:50:34,691 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.470
2023-04-13 23:50:34,764 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.478
2023-04-13 23:50:34,833 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.501
2023-04-13 23:50:34,904 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.508
2023-04-13 23:50:34,973 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.935, mIoU: 0.503
2023-04-13 23:50:35,048 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.509
2023-04-13 23:50:35,121 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.500
2023-04-13 23:50:35,191 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.931, mIoU: 0.497
2023-04-13 23:50:35,260 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.496
2023-04-13 23:50:35,330 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.503
2023-04-13 23:50:35,404 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.514
2023-04-13 23:50:35,477 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.931, mIoU: 0.517
2023-04-13 23:50:35,548 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.922, mIoU: 0.510
2023-04-13 23:50:35,622 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.510
2023-04-13 23:50:35,695 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.514
2023-04-13 23:50:35,768 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.918, mIoU: 0.528
2023-04-13 23:50:35,841 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.533
2023-04-13 23:50:35,915 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.526
2023-04-13 23:50:35,988 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.917, mIoU: 0.523
2023-04-13 23:50:36,063 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.519
2023-04-13 23:50:36,133 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.914, mIoU: 0.496
2023-04-13 23:50:36,203 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.914, mIoU: 0.497
2023-04-13 23:50:36,274 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.914, mIoU: 0.495
2023-04-13 23:50:36,343 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.915, mIoU: 0.497
2023-04-13 23:50:36,414 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.498
2023-04-13 23:50:36,484 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.496
2023-04-13 23:50:36,553 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.914, mIoU: 0.495
2023-04-13 23:50:36,621 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.494
2023-04-13 23:50:36,690 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.493
2023-04-13 23:50:36,762 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.495
2023-04-13 23:50:36,832 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.497
2023-04-13 23:50:36,900 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.498
2023-04-13 23:50:36,969 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.915, mIoU: 0.498
2023-04-13 23:50:37,042 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.915, mIoU: 0.499
2023-04-13 23:50:37,113 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.916, mIoU: 0.500
2023-04-13 23:50:37,187 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.916, mIoU: 0.499
2023-04-13 23:50:37,264 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.497
2023-04-13 23:50:37,342 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.917, mIoU: 0.497
2023-04-13 23:50:37,416 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.497
2023-04-13 23:50:37,489 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.504
2023-04-13 23:50:37,566 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.505
2023-04-13 23:50:37,640 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.504
2023-04-13 23:50:37,713 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.511
2023-04-13 23:50:37,784 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.917, mIoU: 0.510
2023-04-13 23:50:37,857 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.510
2023-04-13 23:50:37,928 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.916, mIoU: 0.509
2023-04-13 23:50:38,002 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.915, mIoU: 0.508
2023-04-13 23:50:38,076 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.916, mIoU: 0.509
2023-04-13 23:50:38,151 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.516
2023-04-13 23:50:38,227 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.916, mIoU: 0.520
2023-04-13 23:50:38,302 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.916, mIoU: 0.518
2023-04-13 23:50:38,380 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.916, mIoU: 0.522
2023-04-13 23:50:38,455 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.916, mIoU: 0.524
2023-04-13 23:50:38,527 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.916, mIoU: 0.522
2023-04-13 23:50:38,600 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.526
2023-04-13 23:50:38,673 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.916, mIoU: 0.528
2023-04-13 23:50:38,750 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.915, mIoU: 0.529
2023-04-13 23:50:38,820 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.914, mIoU: 0.526
2023-04-13 23:50:38,894 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.527
2023-04-13 23:50:38,969 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.913, mIoU: 0.525
2023-04-13 23:50:39,042 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.914, mIoU: 0.526
2023-04-13 23:50:39,115 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.914, mIoU: 0.526
2023-04-13 23:50:39,187 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.914, mIoU: 0.526
2023-04-13 23:50:39,262 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.914, mIoU: 0.526
2023-04-13 23:50:39,338 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.915, mIoU: 0.526
2023-04-13 23:50:39,410 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.915, mIoU: 0.527
2023-04-13 23:50:39,481 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.914, mIoU: 0.526
2023-04-13 23:50:39,552 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.915, mIoU: 0.526
2023-04-13 23:50:39,622 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.915, mIoU: 0.526
2023-04-13 23:50:39,690 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.914, mIoU: 0.526
2023-04-13 23:50:39,762 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.914, mIoU: 0.527
2023-04-13 23:50:39,833 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.914, mIoU: 0.528
2023-04-13 23:50:39,908 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.914, mIoU: 0.530
2023-04-13 23:50:39,978 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.914, mIoU: 0.530
2023-04-13 23:50:40,051 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.912, mIoU: 0.526
2023-04-13 23:50:40,127 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.910, mIoU: 0.524
2023-04-13 23:50:40,198 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.910, mIoU: 0.523
2023-04-13 23:50:40,275 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.910, mIoU: 0.524
2023-04-13 23:50:40,349 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.910, mIoU: 0.524
2023-04-13 23:50:40,424 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.910, mIoU: 0.524
2023-04-13 23:50:40,498 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.910, mIoU: 0.524
2023-04-13 23:50:40,568 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.910, mIoU: 0.524
2023-04-13 23:50:40,640 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.909, mIoU: 0.520
2023-04-13 23:50:40,708 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.909, mIoU: 0.520
2023-04-13 23:50:40,780 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.910, mIoU: 0.521
2023-04-13 23:50:40,851 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.910, mIoU: 0.521
2023-04-13 23:50:40,919 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.910, mIoU: 0.521
2023-04-13 23:50:40,987 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.910, mIoU: 0.519
2023-04-13 23:50:41,060 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.910, mIoU: 0.519
2023-04-13 23:50:41,129 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.910, mIoU: 0.520
2023-04-13 23:50:41,196 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.909, mIoU: 0.520
2023-04-13 23:50:41,266 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.907, mIoU: 0.520
2023-04-13 23:50:41,342 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.907, mIoU: 0.518
2023-04-13 23:50:41,412 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.907, mIoU: 0.517
2023-04-13 23:50:41,484 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.907, mIoU: 0.517
2023-04-13 23:50:41,553 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.908, mIoU: 0.518
2023-04-13 23:50:41,625 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.908, mIoU: 0.518
2023-04-13 23:50:41,700 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.908, mIoU: 0.518
2023-04-13 23:50:41,778 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.908, mIoU: 0.518
2023-04-13 23:50:41,856 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.909, mIoU: 0.518
2023-04-13 23:50:41,931 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.908, mIoU: 0.517
2023-04-13 23:50:42,003 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.908, mIoU: 0.517
2023-04-13 23:50:42,074 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.908, mIoU: 0.516
2023-04-13 23:50:42,145 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.908, mIoU: 0.516
2023-04-13 23:50:42,216 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.908, mIoU: 0.515
2023-04-13 23:50:42,287 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.909, mIoU: 0.515
2023-04-13 23:50:42,357 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.909, mIoU: 0.514
2023-04-13 23:50:42,428 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.908, mIoU: 0.518
2023-04-13 23:50:42,502 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.908, mIoU: 0.517
2023-04-13 23:50:42,573 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.908, mIoU: 0.520
2023-04-13 23:50:42,642 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.909, mIoU: 0.520
2023-04-13 23:50:42,714 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.909, mIoU: 0.519
2023-04-13 23:50:42,792 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.909, mIoU: 0.519
2023-04-13 23:50:42,870 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.909, mIoU: 0.519
2023-04-13 23:50:42,945 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.908, mIoU: 0.518
2023-04-13 23:50:43,020 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.908, mIoU: 0.517
2023-04-13 23:50:43,092 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.908, mIoU: 0.516
2023-04-13 23:50:43,162 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.908, mIoU: 0.518
2023-04-13 23:50:43,238 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.908, mIoU: 0.518
2023-04-13 23:50:43,313 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.908, mIoU: 0.517
2023-04-13 23:50:43,385 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.908, mIoU: 0.517
2023-04-13 23:50:43,454 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.909, mIoU: 0.517
2023-04-13 23:50:43,523 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.909, mIoU: 0.516
2023-04-13 23:50:43,599 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.909, mIoU: 0.516
2023-04-13 23:50:43,669 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.910, mIoU: 0.516
2023-04-13 23:50:43,742 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.910, mIoU: 0.516
2023-04-13 23:50:43,817 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.910, mIoU: 0.516
2023-04-13 23:50:43,899 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.910, mIoU: 0.516
2023-04-13 23:50:43,972 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.910, mIoU: 0.517
2023-04-13 23:50:44,047 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.909, mIoU: 0.515
2023-04-13 23:50:44,129 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.909, mIoU: 0.517
2023-04-13 23:50:44,206 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.909, mIoU: 0.517
2023-04-13 23:50:44,277 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.909, mIoU: 0.517
2023-04-13 23:50:44,346 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.909, mIoU: 0.517
2023-04-13 23:50:44,416 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.909, mIoU: 0.517
2023-04-13 23:50:44,487 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.909, mIoU: 0.517
2023-04-13 23:50:44,562 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.909, mIoU: 0.518
2023-04-13 23:50:44,637 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.909, mIoU: 0.518
2023-04-13 23:50:44,713 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.909, mIoU: 0.518
2023-04-13 23:50:44,793 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.909, mIoU: 0.518
2023-04-13 23:50:44,868 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.909, mIoU: 0.518
2023-04-13 23:50:44,948 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.909, mIoU: 0.516
2023-04-13 23:50:45,022 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.909, mIoU: 0.516
2023-04-13 23:50:45,094 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.909, mIoU: 0.515
2023-04-13 23:50:45,163 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.909, mIoU: 0.515
2023-04-13 23:50:45,236 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.909, mIoU: 0.515
2023-04-13 23:50:45,306 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.909, mIoU: 0.515
2023-04-13 23:50:45,377 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.909, mIoU: 0.515
2023-04-13 23:50:45,455 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.909, mIoU: 0.515
2023-04-13 23:50:45,534 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.910, mIoU: 0.515
2023-04-13 23:50:45,609 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.910, mIoU: 0.514
2023-04-13 23:50:45,687 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.910, mIoU: 0.514
2023-04-13 23:50:45,763 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.909, mIoU: 0.513
2023-04-13 23:50:45,834 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.909, mIoU: 0.512
2023-04-13 23:50:45,905 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.909, mIoU: 0.512
2023-04-13 23:50:45,977 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.909, mIoU: 0.512
2023-04-13 23:50:46,045 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.910, mIoU: 0.512
2023-04-13 23:50:46,117 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.910, mIoU: 0.512
2023-04-13 23:50:46,188 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.910, mIoU: 0.512
2023-04-13 23:50:46,262 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.910, mIoU: 0.513
2023-04-13 23:50:46,336 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.911, mIoU: 0.513
2023-04-13 23:50:46,411 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.911, mIoU: 0.513
2023-04-13 23:50:46,488 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.911, mIoU: 0.512
2023-04-13 23:50:46,566 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.911, mIoU: 0.512
2023-04-13 23:50:46,640 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.911, mIoU: 0.512
2023-04-13 23:50:46,711 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.911, mIoU: 0.511
2023-04-13 23:50:46,784 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.911, mIoU: 0.511
2023-04-13 23:50:46,855 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.910, mIoU: 0.511
2023-04-13 23:50:46,924 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.911, mIoU: 0.511
2023-04-13 23:50:46,999 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.910, mIoU: 0.512
2023-04-13 23:50:47,070 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.911, mIoU: 0.512
2023-04-13 23:50:47,140 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.911, mIoU: 0.512
2023-04-13 23:50:47,216 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.911, mIoU: 0.512
2023-04-13 23:50:47,292 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.911, mIoU: 0.512
2023-04-13 23:50:47,371 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:47,448 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.911, mIoU: 0.512
2023-04-13 23:50:47,521 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.911, mIoU: 0.512
2023-04-13 23:50:47,592 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:47,667 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:47,743 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:47,814 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:47,885 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:47,956 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:48,026 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:48,101 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:48,174 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:48,247 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:48,322 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:48,399 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:48,476 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:48,551 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.912, mIoU: 0.512
2023-04-13 23:50:48,627 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.912, mIoU: 0.514
2023-04-13 23:50:48,701 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.912, mIoU: 0.515
2023-04-13 23:50:48,772 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.913, mIoU: 0.514
2023-04-13 23:50:48,844 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.913, mIoU: 0.514
2023-04-13 23:50:48,916 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.913, mIoU: 0.514
2023-04-13 23:50:48,986 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.913, mIoU: 0.514
2023-04-13 23:50:49,058 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.913, mIoU: 0.514
2023-04-13 23:50:49,130 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.913, mIoU: 0.514
2023-04-13 23:50:49,201 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.913, mIoU: 0.514
2023-04-13 23:50:49,273 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.913, mIoU: 0.514
2023-04-13 23:50:49,349 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.913, mIoU: 0.515
2023-04-13 23:50:49,425 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.913, mIoU: 0.514
2023-04-13 23:50:49,500 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.914, mIoU: 0.515
2023-04-13 23:50:49,573 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.914, mIoU: 0.515
2023-04-13 23:50:49,652 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.914, mIoU: 0.515
2023-04-13 23:50:49,727 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.914, mIoU: 0.515
2023-04-13 23:50:49,798 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.914, mIoU: 0.515
2023-04-13 23:50:49,867 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.914, mIoU: 0.516
2023-04-13 23:50:49,936 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.914, mIoU: 0.516
2023-04-13 23:50:50,003 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.914, mIoU: 0.516
2023-04-13 23:50:50,068 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.914, mIoU: 0.515
2023-04-13 23:50:50,132 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.914, mIoU: 0.515
2023-04-13 23:50:50,198 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.914, mIoU: 0.515
2023-04-13 23:50:50,264 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.915, mIoU: 0.515
2023-04-13 23:50:50,330 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.915, mIoU: 0.515
2023-04-13 23:50:50,396 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.915, mIoU: 0.515
2023-04-13 23:50:50,460 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.915, mIoU: 0.515
2023-04-13 23:50:50,524 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.915, mIoU: 0.515
2023-04-13 23:50:50,587 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.914, mIoU: 0.512
2023-04-13 23:50:50,650 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.914, mIoU: 0.511
2023-04-13 23:50:50,718 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.913, mIoU: 0.511
2023-04-13 23:50:50,789 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.913, mIoU: 0.511
2023-04-13 23:50:50,862 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.913, mIoU: 0.511
2023-04-13 23:50:50,930 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.914, mIoU: 0.511
2023-04-13 23:50:50,998 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.914, mIoU: 0.511
2023-04-13 23:50:51,067 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.914, mIoU: 0.511
2023-04-13 23:50:51,134 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.914, mIoU: 0.512
2023-04-13 23:50:51,201 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.914, mIoU: 0.512
2023-04-13 23:50:51,268 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.914, mIoU: 0.511
2023-04-13 23:50:51,334 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.914, mIoU: 0.512
2023-04-13 23:50:51,400 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.914, mIoU: 0.512
2023-04-13 23:50:51,466 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.914, mIoU: 0.512
2023-04-13 23:50:51,531 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.914, mIoU: 0.512
2023-04-13 23:50:51,602 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.914, mIoU: 0.513
2023-04-13 23:50:51,673 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.915, mIoU: 0.514
2023-04-13 23:50:51,741 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.915, mIoU: 0.514
2023-04-13 23:50:51,808 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.915, mIoU: 0.514
2023-04-13 23:50:51,874 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.914, mIoU: 0.513
2023-04-13 23:50:51,942 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.914, mIoU: 0.513
2023-04-13 23:50:52,011 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.914, mIoU: 0.513
2023-04-13 23:50:52,981 semantic_segmentation INFO: Overall validation pixAcc: 92.272, mIoU: 52.258
2023-04-13 23:50:58,149 semantic_segmentation INFO: Iters: 1610/40000 || Lr: 0.019278 || Task Loss: 0.3667 || KD Loss: 0.0000|| Cost Time: 0:14:10 || Estimated Time: 5:37:51
2023-04-13 23:51:02,852 semantic_segmentation INFO: Iters: 1620/40000 || Lr: 0.019274 || Task Loss: 0.3857 || KD Loss: 0.0000|| Cost Time: 0:14:15 || Estimated Time: 5:37:32
2023-04-13 23:51:07,580 semantic_segmentation INFO: Iters: 1630/40000 || Lr: 0.019269 || Task Loss: 0.3969 || KD Loss: 0.0000|| Cost Time: 0:14:19 || Estimated Time: 5:37:14
2023-04-13 23:51:12,303 semantic_segmentation INFO: Iters: 1640/40000 || Lr: 0.019265 || Task Loss: 0.4393 || KD Loss: 0.0000|| Cost Time: 0:14:24 || Estimated Time: 5:36:56
2023-04-13 23:51:16,990 semantic_segmentation INFO: Iters: 1650/40000 || Lr: 0.019260 || Task Loss: 0.4299 || KD Loss: 0.0000|| Cost Time: 0:14:29 || Estimated Time: 5:36:37
2023-04-13 23:51:21,713 semantic_segmentation INFO: Iters: 1660/40000 || Lr: 0.019256 || Task Loss: 0.4248 || KD Loss: 0.0000|| Cost Time: 0:14:33 || Estimated Time: 5:36:19
2023-04-13 23:51:26,407 semantic_segmentation INFO: Iters: 1670/40000 || Lr: 0.019251 || Task Loss: 0.3315 || KD Loss: 0.0000|| Cost Time: 0:14:38 || Estimated Time: 5:36:01
2023-04-13 23:51:31,106 semantic_segmentation INFO: Iters: 1680/40000 || Lr: 0.019247 || Task Loss: 0.8884 || KD Loss: 0.0000|| Cost Time: 0:14:43 || Estimated Time: 5:35:43
2023-04-13 23:51:35,865 semantic_segmentation INFO: Iters: 1690/40000 || Lr: 0.019242 || Task Loss: 0.3873 || KD Loss: 0.0000|| Cost Time: 0:14:48 || Estimated Time: 5:35:26
2023-04-13 23:51:40,635 semantic_segmentation INFO: Iters: 1700/40000 || Lr: 0.019238 || Task Loss: 0.4781 || KD Loss: 0.0000|| Cost Time: 0:14:52 || Estimated Time: 5:35:10
2023-04-13 23:51:45,346 semantic_segmentation INFO: Iters: 1710/40000 || Lr: 0.019233 || Task Loss: 0.6106 || KD Loss: 0.0000|| Cost Time: 0:14:57 || Estimated Time: 5:34:53
2023-04-13 23:51:50,149 semantic_segmentation INFO: Iters: 1720/40000 || Lr: 0.019229 || Task Loss: 0.3769 || KD Loss: 0.0000|| Cost Time: 0:15:02 || Estimated Time: 5:34:38
2023-04-13 23:51:54,905 semantic_segmentation INFO: Iters: 1730/40000 || Lr: 0.019224 || Task Loss: 0.3475 || KD Loss: 0.0000|| Cost Time: 0:15:07 || Estimated Time: 5:34:21
2023-04-13 23:51:59,630 semantic_segmentation INFO: Iters: 1740/40000 || Lr: 0.019220 || Task Loss: 0.7291 || KD Loss: 0.0000|| Cost Time: 0:15:11 || Estimated Time: 5:34:05
2023-04-13 23:52:04,443 semantic_segmentation INFO: Iters: 1750/40000 || Lr: 0.019215 || Task Loss: 0.5382 || KD Loss: 0.0000|| Cost Time: 0:15:16 || Estimated Time: 5:33:50
2023-04-13 23:52:09,244 semantic_segmentation INFO: Iters: 1760/40000 || Lr: 0.019211 || Task Loss: 0.4839 || KD Loss: 0.0000|| Cost Time: 0:15:21 || Estimated Time: 5:33:36
2023-04-13 23:52:14,001 semantic_segmentation INFO: Iters: 1770/40000 || Lr: 0.019206 || Task Loss: 0.4919 || KD Loss: 0.0000|| Cost Time: 0:15:26 || Estimated Time: 5:33:20
2023-04-13 23:52:18,749 semantic_segmentation INFO: Iters: 1780/40000 || Lr: 0.019202 || Task Loss: 0.5340 || KD Loss: 0.0000|| Cost Time: 0:15:31 || Estimated Time: 5:33:04
2023-04-13 23:52:23,515 semantic_segmentation INFO: Iters: 1790/40000 || Lr: 0.019197 || Task Loss: 0.2933 || KD Loss: 0.0000|| Cost Time: 0:15:35 || Estimated Time: 5:32:49
2023-04-13 23:52:28,278 semantic_segmentation INFO: Iters: 1800/40000 || Lr: 0.019193 || Task Loss: 0.3618 || KD Loss: 0.0000|| Cost Time: 0:15:40 || Estimated Time: 5:32:34
2023-04-13 23:52:32,999 semantic_segmentation INFO: Iters: 1810/40000 || Lr: 0.019188 || Task Loss: 0.3212 || KD Loss: 0.0000|| Cost Time: 0:15:45 || Estimated Time: 5:32:19
2023-04-13 23:52:37,775 semantic_segmentation INFO: Iters: 1820/40000 || Lr: 0.019184 || Task Loss: 0.4387 || KD Loss: 0.0000|| Cost Time: 0:15:50 || Estimated Time: 5:32:04
2023-04-13 23:52:42,532 semantic_segmentation INFO: Iters: 1830/40000 || Lr: 0.019179 || Task Loss: 0.3527 || KD Loss: 0.0000|| Cost Time: 0:15:54 || Estimated Time: 5:31:49
2023-04-13 23:52:47,269 semantic_segmentation INFO: Iters: 1840/40000 || Lr: 0.019175 || Task Loss: 0.3698 || KD Loss: 0.0000|| Cost Time: 0:15:59 || Estimated Time: 5:31:34
2023-04-13 23:52:51,995 semantic_segmentation INFO: Iters: 1850/40000 || Lr: 0.019170 || Task Loss: 0.3629 || KD Loss: 0.0000|| Cost Time: 0:16:04 || Estimated Time: 5:31:19
2023-04-13 23:52:56,772 semantic_segmentation INFO: Iters: 1860/40000 || Lr: 0.019166 || Task Loss: 0.3492 || KD Loss: 0.0000|| Cost Time: 0:16:09 || Estimated Time: 5:31:05
2023-04-13 23:53:01,537 semantic_segmentation INFO: Iters: 1870/40000 || Lr: 0.019161 || Task Loss: 0.5199 || KD Loss: 0.0000|| Cost Time: 0:16:13 || Estimated Time: 5:30:50
2023-04-13 23:53:06,333 semantic_segmentation INFO: Iters: 1880/40000 || Lr: 0.019157 || Task Loss: 0.4262 || KD Loss: 0.0000|| Cost Time: 0:16:18 || Estimated Time: 5:30:37
2023-04-13 23:53:11,080 semantic_segmentation INFO: Iters: 1890/40000 || Lr: 0.019152 || Task Loss: 0.4138 || KD Loss: 0.0000|| Cost Time: 0:16:23 || Estimated Time: 5:30:23
2023-04-13 23:53:15,836 semantic_segmentation INFO: Iters: 1900/40000 || Lr: 0.019148 || Task Loss: 0.3995 || KD Loss: 0.0000|| Cost Time: 0:16:28 || Estimated Time: 5:30:08
2023-04-13 23:53:20,578 semantic_segmentation INFO: Iters: 1910/40000 || Lr: 0.019143 || Task Loss: 0.3485 || KD Loss: 0.0000|| Cost Time: 0:16:32 || Estimated Time: 5:29:54
2023-04-13 23:53:25,336 semantic_segmentation INFO: Iters: 1920/40000 || Lr: 0.019139 || Task Loss: 0.3937 || KD Loss: 0.0000|| Cost Time: 0:16:37 || Estimated Time: 5:29:40
2023-04-13 23:53:30,090 semantic_segmentation INFO: Iters: 1930/40000 || Lr: 0.019134 || Task Loss: 0.5623 || KD Loss: 0.0000|| Cost Time: 0:16:42 || Estimated Time: 5:29:26
2023-04-13 23:53:34,834 semantic_segmentation INFO: Iters: 1940/40000 || Lr: 0.019130 || Task Loss: 0.5695 || KD Loss: 0.0000|| Cost Time: 0:16:47 || Estimated Time: 5:29:12
2023-04-13 23:53:39,557 semantic_segmentation INFO: Iters: 1950/40000 || Lr: 0.019125 || Task Loss: 0.2976 || KD Loss: 0.0000|| Cost Time: 0:16:51 || Estimated Time: 5:28:58
2023-04-13 23:53:44,312 semantic_segmentation INFO: Iters: 1960/40000 || Lr: 0.019121 || Task Loss: 0.4543 || KD Loss: 0.0000|| Cost Time: 0:16:56 || Estimated Time: 5:28:44
2023-04-13 23:53:49,073 semantic_segmentation INFO: Iters: 1970/40000 || Lr: 0.019116 || Task Loss: 0.4439 || KD Loss: 0.0000|| Cost Time: 0:17:01 || Estimated Time: 5:28:31
2023-04-13 23:53:53,848 semantic_segmentation INFO: Iters: 1980/40000 || Lr: 0.019112 || Task Loss: 0.4225 || KD Loss: 0.0000|| Cost Time: 0:17:06 || Estimated Time: 5:28:18
2023-04-13 23:53:58,596 semantic_segmentation INFO: Iters: 1990/40000 || Lr: 0.019107 || Task Loss: 0.3571 || KD Loss: 0.0000|| Cost Time: 0:17:10 || Estimated Time: 5:28:04
2023-04-13 23:54:03,326 semantic_segmentation INFO: Iters: 2000/40000 || Lr: 0.019103 || Task Loss: 0.4509 || KD Loss: 0.0000|| Cost Time: 0:17:15 || Estimated Time: 5:27:51
2023-04-13 23:54:03,660 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 23:54:05,977 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.942, mIoU: 0.347
2023-04-13 23:54:06,114 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.949, mIoU: 0.359
2023-04-13 23:54:06,250 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.385
2023-04-13 23:54:06,391 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.418
2023-04-13 23:54:06,597 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.418
2023-04-13 23:54:06,686 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.949, mIoU: 0.421
2023-04-13 23:54:06,773 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.948, mIoU: 0.428
2023-04-13 23:54:06,865 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.948, mIoU: 0.434
2023-04-13 23:54:06,963 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.452
2023-04-13 23:54:07,047 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.941, mIoU: 0.442
2023-04-13 23:54:07,118 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.452
2023-04-13 23:54:07,193 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.482
2023-04-13 23:54:07,265 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.936, mIoU: 0.488
2023-04-13 23:54:07,340 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.936, mIoU: 0.488
2023-04-13 23:54:07,418 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.499
2023-04-13 23:54:07,492 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.498
2023-04-13 23:54:07,569 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.931, mIoU: 0.495
2023-04-13 23:54:07,641 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.496
2023-04-13 23:54:07,709 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.503
2023-04-13 23:54:07,780 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.509
2023-04-13 23:54:07,849 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.512
2023-04-13 23:54:07,916 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.922, mIoU: 0.502
2023-04-13 23:54:07,987 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.503
2023-04-13 23:54:08,060 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.509
2023-04-13 23:54:08,135 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.528
2023-04-13 23:54:08,212 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.531
2023-04-13 23:54:08,291 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.526
2023-04-13 23:54:08,364 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.918, mIoU: 0.525
2023-04-13 23:54:08,437 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.916, mIoU: 0.526
2023-04-13 23:54:08,514 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.915, mIoU: 0.519
2023-04-13 23:54:08,592 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.915, mIoU: 0.519
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2023-04-13 23:54:09,174 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.515
2023-04-13 23:54:09,245 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.515
2023-04-13 23:54:09,317 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.915, mIoU: 0.512
2023-04-13 23:54:09,391 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.511
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2023-04-13 23:54:09,541 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.511
2023-04-13 23:54:09,617 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.510
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2023-04-13 23:54:09,763 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.510
2023-04-13 23:54:09,840 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.919, mIoU: 0.509
2023-04-13 23:54:09,918 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.517
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2023-04-13 23:54:10,152 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.514
2023-04-13 23:54:10,225 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.917, mIoU: 0.510
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2023-04-13 23:54:10,368 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.510
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2023-04-13 23:54:10,577 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.521
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2023-04-13 23:54:10,961 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.915, mIoU: 0.526
2023-04-13 23:54:11,037 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.531
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2023-04-13 23:54:12,935 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.530
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2023-04-13 23:54:16,288 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.913, mIoU: 0.534
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2023-04-13 23:54:23,106 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.917, mIoU: 0.531
2023-04-13 23:54:23,168 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.917, mIoU: 0.531
2023-04-13 23:54:23,231 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.916, mIoU: 0.530
2023-04-13 23:54:23,292 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.916, mIoU: 0.530
2023-04-13 23:54:23,356 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.916, mIoU: 0.529
2023-04-13 23:54:23,419 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.916, mIoU: 0.529
2023-04-13 23:54:23,486 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.916, mIoU: 0.529
2023-04-13 23:54:23,560 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.916, mIoU: 0.529
2023-04-13 23:54:23,632 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.917, mIoU: 0.529
2023-04-13 23:54:23,703 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.917, mIoU: 0.529
2023-04-13 23:54:23,772 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.916, mIoU: 0.529
2023-04-13 23:54:23,841 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.916, mIoU: 0.529
2023-04-13 23:54:23,910 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.917, mIoU: 0.530
2023-04-13 23:54:23,980 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.917, mIoU: 0.530
2023-04-13 23:54:24,048 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.917, mIoU: 0.530
2023-04-13 23:54:24,116 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.917, mIoU: 0.530
2023-04-13 23:54:24,186 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.917, mIoU: 0.531
2023-04-13 23:54:24,254 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.917, mIoU: 0.532
2023-04-13 23:54:24,321 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.917, mIoU: 0.531
2023-04-13 23:54:24,385 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.917, mIoU: 0.531
2023-04-13 23:54:24,453 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.917, mIoU: 0.530
2023-04-13 23:54:24,521 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.917, mIoU: 0.530
2023-04-13 23:54:25,507 semantic_segmentation INFO: Overall validation pixAcc: 92.551, mIoU: 53.927
2023-04-13 23:54:30,701 semantic_segmentation INFO: Iters: 2010/40000 || Lr: 0.019098 || Task Loss: 0.5075 || KD Loss: 0.0000|| Cost Time: 0:17:42 || Estimated Time: 5:34:45
2023-04-13 23:54:35,454 semantic_segmentation INFO: Iters: 2020/40000 || Lr: 0.019094 || Task Loss: 0.3809 || KD Loss: 0.0000|| Cost Time: 0:17:47 || Estimated Time: 5:34:30
2023-04-13 23:54:40,149 semantic_segmentation INFO: Iters: 2030/40000 || Lr: 0.019089 || Task Loss: 0.3053 || KD Loss: 0.0000|| Cost Time: 0:17:52 || Estimated Time: 5:34:14
2023-04-13 23:54:44,874 semantic_segmentation INFO: Iters: 2040/40000 || Lr: 0.019085 || Task Loss: 0.3276 || KD Loss: 0.0000|| Cost Time: 0:17:57 || Estimated Time: 5:33:58
2023-04-13 23:54:49,599 semantic_segmentation INFO: Iters: 2050/40000 || Lr: 0.019080 || Task Loss: 0.4009 || KD Loss: 0.0000|| Cost Time: 0:18:01 || Estimated Time: 5:33:42
2023-04-13 23:54:54,380 semantic_segmentation INFO: Iters: 2060/40000 || Lr: 0.019076 || Task Loss: 0.6116 || KD Loss: 0.0000|| Cost Time: 0:18:06 || Estimated Time: 5:33:28
2023-04-13 23:54:59,165 semantic_segmentation INFO: Iters: 2070/40000 || Lr: 0.019071 || Task Loss: 0.3524 || KD Loss: 0.0000|| Cost Time: 0:18:11 || Estimated Time: 5:33:14
2023-04-13 23:55:03,934 semantic_segmentation INFO: Iters: 2080/40000 || Lr: 0.019067 || Task Loss: 0.3945 || KD Loss: 0.0000|| Cost Time: 0:18:16 || Estimated Time: 5:32:59
2023-04-13 23:55:08,711 semantic_segmentation INFO: Iters: 2090/40000 || Lr: 0.019062 || Task Loss: 0.3246 || KD Loss: 0.0000|| Cost Time: 0:18:20 || Estimated Time: 5:32:45
2023-04-13 23:55:13,481 semantic_segmentation INFO: Iters: 2100/40000 || Lr: 0.019058 || Task Loss: 0.4134 || KD Loss: 0.0000|| Cost Time: 0:18:25 || Estimated Time: 5:32:31
2023-04-13 23:55:18,264 semantic_segmentation INFO: Iters: 2110/40000 || Lr: 0.019053 || Task Loss: 0.5953 || KD Loss: 0.0000|| Cost Time: 0:18:30 || Estimated Time: 5:32:17
2023-04-13 23:55:22,967 semantic_segmentation INFO: Iters: 2120/40000 || Lr: 0.019049 || Task Loss: 0.3897 || KD Loss: 0.0000|| Cost Time: 0:18:35 || Estimated Time: 5:32:02
2023-04-13 23:55:27,758 semantic_segmentation INFO: Iters: 2130/40000 || Lr: 0.019044 || Task Loss: 0.3989 || KD Loss: 0.0000|| Cost Time: 0:18:40 || Estimated Time: 5:31:48
2023-04-13 23:55:32,539 semantic_segmentation INFO: Iters: 2140/40000 || Lr: 0.019040 || Task Loss: 0.3560 || KD Loss: 0.0000|| Cost Time: 0:18:44 || Estimated Time: 5:31:34
2023-04-13 23:55:37,309 semantic_segmentation INFO: Iters: 2150/40000 || Lr: 0.019035 || Task Loss: 0.3349 || KD Loss: 0.0000|| Cost Time: 0:18:49 || Estimated Time: 5:31:21
2023-04-13 23:55:42,040 semantic_segmentation INFO: Iters: 2160/40000 || Lr: 0.019031 || Task Loss: 0.3886 || KD Loss: 0.0000|| Cost Time: 0:18:54 || Estimated Time: 5:31:06
2023-04-13 23:55:46,837 semantic_segmentation INFO: Iters: 2170/40000 || Lr: 0.019026 || Task Loss: 0.4793 || KD Loss: 0.0000|| Cost Time: 0:18:59 || Estimated Time: 5:30:53
2023-04-13 23:55:51,613 semantic_segmentation INFO: Iters: 2180/40000 || Lr: 0.019022 || Task Loss: 0.5732 || KD Loss: 0.0000|| Cost Time: 0:19:03 || Estimated Time: 5:30:40
2023-04-13 23:55:56,366 semantic_segmentation INFO: Iters: 2190/40000 || Lr: 0.019017 || Task Loss: 0.2726 || KD Loss: 0.0000|| Cost Time: 0:19:08 || Estimated Time: 5:30:26
2023-04-13 23:56:01,167 semantic_segmentation INFO: Iters: 2200/40000 || Lr: 0.019013 || Task Loss: 0.4303 || KD Loss: 0.0000|| Cost Time: 0:19:13 || Estimated Time: 5:30:13
2023-04-13 23:56:05,924 semantic_segmentation INFO: Iters: 2210/40000 || Lr: 0.019008 || Task Loss: 0.4089 || KD Loss: 0.0000|| Cost Time: 0:19:18 || Estimated Time: 5:29:59
2023-04-13 23:56:10,708 semantic_segmentation INFO: Iters: 2220/40000 || Lr: 0.019004 || Task Loss: 0.4747 || KD Loss: 0.0000|| Cost Time: 0:19:22 || Estimated Time: 5:29:46
2023-04-13 23:56:15,470 semantic_segmentation INFO: Iters: 2230/40000 || Lr: 0.018999 || Task Loss: 0.3731 || KD Loss: 0.0000|| Cost Time: 0:19:27 || Estimated Time: 5:29:33
2023-04-13 23:56:20,278 semantic_segmentation INFO: Iters: 2240/40000 || Lr: 0.018995 || Task Loss: 0.5125 || KD Loss: 0.0000|| Cost Time: 0:19:32 || Estimated Time: 5:29:21
2023-04-13 23:56:25,041 semantic_segmentation INFO: Iters: 2250/40000 || Lr: 0.018990 || Task Loss: 0.4128 || KD Loss: 0.0000|| Cost Time: 0:19:37 || Estimated Time: 5:29:08
2023-04-13 23:56:29,828 semantic_segmentation INFO: Iters: 2260/40000 || Lr: 0.018986 || Task Loss: 0.3572 || KD Loss: 0.0000|| Cost Time: 0:19:42 || Estimated Time: 5:28:55
2023-04-13 23:56:34,579 semantic_segmentation INFO: Iters: 2270/40000 || Lr: 0.018981 || Task Loss: 0.3603 || KD Loss: 0.0000|| Cost Time: 0:19:46 || Estimated Time: 5:28:42
2023-04-13 23:56:39,324 semantic_segmentation INFO: Iters: 2280/40000 || Lr: 0.018977 || Task Loss: 0.4046 || KD Loss: 0.0000|| Cost Time: 0:19:51 || Estimated Time: 5:28:29
2023-04-13 23:56:44,073 semantic_segmentation INFO: Iters: 2290/40000 || Lr: 0.018972 || Task Loss: 0.9423 || KD Loss: 0.0000|| Cost Time: 0:19:56 || Estimated Time: 5:28:16
2023-04-13 23:56:48,867 semantic_segmentation INFO: Iters: 2300/40000 || Lr: 0.018968 || Task Loss: 0.3806 || KD Loss: 0.0000|| Cost Time: 0:20:01 || Estimated Time: 5:28:03
2023-04-13 23:56:53,636 semantic_segmentation INFO: Iters: 2310/40000 || Lr: 0.018963 || Task Loss: 0.4698 || KD Loss: 0.0000|| Cost Time: 0:20:05 || Estimated Time: 5:27:50
2023-04-13 23:56:58,420 semantic_segmentation INFO: Iters: 2320/40000 || Lr: 0.018959 || Task Loss: 0.5477 || KD Loss: 0.0000|| Cost Time: 0:20:10 || Estimated Time: 5:27:39
2023-04-13 23:57:03,211 semantic_segmentation INFO: Iters: 2330/40000 || Lr: 0.018954 || Task Loss: 0.6257 || KD Loss: 0.0000|| Cost Time: 0:20:15 || Estimated Time: 5:27:26
2023-04-13 23:57:07,971 semantic_segmentation INFO: Iters: 2340/40000 || Lr: 0.018950 || Task Loss: 0.4664 || KD Loss: 0.0000|| Cost Time: 0:20:20 || Estimated Time: 5:27:14
2023-04-13 23:57:12,749 semantic_segmentation INFO: Iters: 2350/40000 || Lr: 0.018945 || Task Loss: 0.4173 || KD Loss: 0.0000|| Cost Time: 0:20:25 || Estimated Time: 5:27:01
2023-04-13 23:57:17,468 semantic_segmentation INFO: Iters: 2360/40000 || Lr: 0.018941 || Task Loss: 0.3930 || KD Loss: 0.0000|| Cost Time: 0:20:29 || Estimated Time: 5:26:49
2023-04-13 23:57:22,252 semantic_segmentation INFO: Iters: 2370/40000 || Lr: 0.018936 || Task Loss: 0.4967 || KD Loss: 0.0000|| Cost Time: 0:20:34 || Estimated Time: 5:26:36
2023-04-13 23:57:27,022 semantic_segmentation INFO: Iters: 2380/40000 || Lr: 0.018932 || Task Loss: 0.4580 || KD Loss: 0.0000|| Cost Time: 0:20:39 || Estimated Time: 5:26:24
2023-04-13 23:57:31,751 semantic_segmentation INFO: Iters: 2390/40000 || Lr: 0.018927 || Task Loss: 0.3446 || KD Loss: 0.0000|| Cost Time: 0:20:44 || Estimated Time: 5:26:12
2023-04-13 23:57:36,505 semantic_segmentation INFO: Iters: 2400/40000 || Lr: 0.018923 || Task Loss: 0.4608 || KD Loss: 0.0000|| Cost Time: 0:20:48 || Estimated Time: 5:25:59
2023-04-13 23:57:36,812 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-13 23:57:38,921 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.813, mIoU: 0.299
2023-04-13 23:57:39,289 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.862, mIoU: 0.339
2023-04-13 23:57:39,530 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.866, mIoU: 0.347
2023-04-13 23:57:39,627 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.886, mIoU: 0.386
2023-04-13 23:57:39,721 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.879, mIoU: 0.380
2023-04-13 23:57:39,812 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.866, mIoU: 0.384
2023-04-13 23:57:39,893 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.876, mIoU: 0.406
2023-04-13 23:57:39,977 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.882, mIoU: 0.424
2023-04-13 23:57:40,057 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.887, mIoU: 0.433
2023-04-13 23:57:40,135 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.887, mIoU: 0.438
2023-04-13 23:57:40,210 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.891, mIoU: 0.440
2023-04-13 23:57:40,288 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.887, mIoU: 0.462
2023-04-13 23:57:40,359 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.888, mIoU: 0.458
2023-04-13 23:57:40,431 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.888, mIoU: 0.451
2023-04-13 23:57:40,511 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.885, mIoU: 0.448
2023-04-13 23:57:40,597 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.884, mIoU: 0.445
2023-04-13 23:57:40,674 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.886, mIoU: 0.444
2023-04-13 23:57:40,747 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.887, mIoU: 0.443
2023-04-13 23:57:40,821 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.888, mIoU: 0.451
2023-04-13 23:57:40,891 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.887, mIoU: 0.457
2023-04-13 23:57:40,962 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.884, mIoU: 0.456
2023-04-13 23:57:41,030 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.880, mIoU: 0.464
2023-04-13 23:57:41,103 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.881, mIoU: 0.466
2023-04-13 23:57:41,177 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.879, mIoU: 0.472
2023-04-13 23:57:41,247 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.876, mIoU: 0.490
2023-04-13 23:57:41,320 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.876, mIoU: 0.494
2023-04-13 23:57:41,401 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.877, mIoU: 0.493
2023-04-13 23:57:41,477 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.878, mIoU: 0.492
2023-04-13 23:57:41,551 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.878, mIoU: 0.497
2023-04-13 23:57:41,627 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.875, mIoU: 0.484
2023-04-13 23:57:41,703 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.874, mIoU: 0.483
2023-04-13 23:57:41,778 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.874, mIoU: 0.486
2023-04-13 23:57:41,851 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.876, mIoU: 0.487
2023-04-13 23:57:41,926 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.875, mIoU: 0.485
2023-04-13 23:57:41,997 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.875, mIoU: 0.487
2023-04-13 23:57:42,069 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.876, mIoU: 0.487
2023-04-13 23:57:42,140 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.877, mIoU: 0.485
2023-04-13 23:57:42,216 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.875, mIoU: 0.484
2023-04-13 23:57:42,290 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.875, mIoU: 0.482
2023-04-13 23:57:42,371 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.877, mIoU: 0.483
2023-04-13 23:57:42,446 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.877, mIoU: 0.484
2023-04-13 23:57:42,524 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.878, mIoU: 0.483
2023-04-13 23:57:42,602 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.878, mIoU: 0.483
2023-04-13 23:57:42,674 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.880, mIoU: 0.484
2023-04-13 23:57:42,747 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.881, mIoU: 0.483
2023-04-13 23:57:42,820 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.881, mIoU: 0.483
2023-04-13 23:57:42,893 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.881, mIoU: 0.480
2023-04-13 23:57:42,972 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.882, mIoU: 0.480
2023-04-13 23:57:43,049 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.883, mIoU: 0.486
2023-04-13 23:57:43,127 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.883, mIoU: 0.487
2023-04-13 23:57:43,202 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.883, mIoU: 0.486
2023-04-13 23:57:43,275 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.881, mIoU: 0.486
2023-04-13 23:57:43,347 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.881, mIoU: 0.486
2023-04-13 23:57:43,419 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.881, mIoU: 0.485
2023-04-13 23:57:43,491 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.879, mIoU: 0.483
2023-04-13 23:57:43,563 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.879, mIoU: 0.486
2023-04-13 23:57:43,630 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.880, mIoU: 0.486
2023-04-13 23:57:43,709 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.881, mIoU: 0.492
2023-04-13 23:57:43,784 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.881, mIoU: 0.494
2023-04-13 23:57:43,863 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.881, mIoU: 0.493
2023-04-13 23:57:43,940 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.881, mIoU: 0.496
2023-04-13 23:57:44,016 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.880, mIoU: 0.496
2023-04-13 23:57:44,087 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.881, mIoU: 0.495
2023-04-13 23:57:44,161 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.880, mIoU: 0.497
2023-04-13 23:57:44,235 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.880, mIoU: 0.498
2023-04-13 23:57:44,305 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.879, mIoU: 0.498
2023-04-13 23:57:44,377 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.877, mIoU: 0.496
2023-04-13 23:57:44,447 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.876, mIoU: 0.492
2023-04-13 23:57:44,517 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.875, mIoU: 0.491
2023-04-13 23:57:44,594 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.875, mIoU: 0.490
2023-04-13 23:57:44,668 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.876, mIoU: 0.490
2023-04-13 23:57:44,740 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.876, mIoU: 0.489
2023-04-13 23:57:44,816 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.876, mIoU: 0.487
2023-04-13 23:57:44,892 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.876, mIoU: 0.487
2023-04-13 23:57:44,967 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.876, mIoU: 0.487
2023-04-13 23:57:45,041 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.875, mIoU: 0.487
2023-04-13 23:57:45,113 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.876, mIoU: 0.487
2023-04-13 23:57:45,187 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.876, mIoU: 0.486
2023-04-13 23:57:45,259 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.875, mIoU: 0.486
2023-04-13 23:57:45,334 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.874, mIoU: 0.487
2023-04-13 23:57:45,409 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.873, mIoU: 0.488
2023-04-13 23:57:45,481 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.874, mIoU: 0.489
2023-04-13 23:57:45,554 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.874, mIoU: 0.488
2023-04-13 23:57:45,628 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.873, mIoU: 0.487
2023-04-13 23:57:45,702 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.871, mIoU: 0.484
2023-04-13 23:57:45,776 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.869, mIoU: 0.484
2023-04-13 23:57:45,849 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.869, mIoU: 0.484
2023-04-13 23:57:45,924 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.870, mIoU: 0.484
2023-04-13 23:57:45,999 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.870, mIoU: 0.483
2023-04-13 23:57:46,073 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.870, mIoU: 0.483
2023-04-13 23:57:46,147 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.871, mIoU: 0.482
2023-04-13 23:57:46,220 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.869, mIoU: 0.489
2023-04-13 23:57:46,289 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.869, mIoU: 0.489
2023-04-13 23:57:46,360 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.870, mIoU: 0.489
2023-04-13 23:57:46,430 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.870, mIoU: 0.489
2023-04-13 23:57:46,503 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.870, mIoU: 0.489
2023-04-13 23:57:46,577 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.870, mIoU: 0.488
2023-04-13 23:57:46,651 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.870, mIoU: 0.488
2023-04-13 23:57:46,728 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.870, mIoU: 0.490
2023-04-13 23:57:46,800 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.869, mIoU: 0.489
2023-04-13 23:57:46,875 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.867, mIoU: 0.488
2023-04-13 23:57:46,950 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.867, mIoU: 0.487
2023-04-13 23:57:47,026 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.866, mIoU: 0.487
2023-04-13 23:57:47,103 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.867, mIoU: 0.487
2023-04-13 23:57:47,180 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.867, mIoU: 0.487
2023-04-13 23:57:47,256 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.868, mIoU: 0.487
2023-04-13 23:57:47,330 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.868, mIoU: 0.487
2023-04-13 23:57:47,405 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.869, mIoU: 0.488
2023-04-13 23:57:47,478 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.869, mIoU: 0.488
2023-04-13 23:57:47,551 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.868, mIoU: 0.487
2023-04-13 23:57:47,624 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.868, mIoU: 0.487
2023-04-13 23:57:47,696 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.868, mIoU: 0.487
2023-04-13 23:57:47,771 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.868, mIoU: 0.486
2023-04-13 23:57:47,844 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.869, mIoU: 0.487
2023-04-13 23:57:47,916 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.869, mIoU: 0.486
2023-04-13 23:57:47,992 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.869, mIoU: 0.486
2023-04-13 23:57:48,070 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.870, mIoU: 0.489
2023-04-13 23:57:48,142 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.870, mIoU: 0.490
2023-04-13 23:57:48,211 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.869, mIoU: 0.487
2023-04-13 23:57:48,283 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.870, mIoU: 0.487
2023-04-13 23:57:48,351 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.869, mIoU: 0.487
2023-04-13 23:57:48,421 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.869, mIoU: 0.486
2023-04-13 23:57:48,491 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.869, mIoU: 0.487
2023-04-13 23:57:48,569 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.869, mIoU: 0.488
2023-04-13 23:57:48,643 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.868, mIoU: 0.486
2023-04-13 23:57:48,719 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.868, mIoU: 0.482
2023-04-13 23:57:48,794 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.867, mIoU: 0.482
2023-04-13 23:57:48,871 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.868, mIoU: 0.482
2023-04-13 23:57:48,945 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.868, mIoU: 0.482
2023-04-13 23:57:49,017 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.868, mIoU: 0.482
2023-04-13 23:57:49,088 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.869, mIoU: 0.481
2023-04-13 23:57:49,158 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.869, mIoU: 0.481
2023-04-13 23:57:49,229 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.870, mIoU: 0.481
2023-04-13 23:57:49,303 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.870, mIoU: 0.481
2023-04-13 23:57:49,375 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.871, mIoU: 0.482
2023-04-13 23:57:49,447 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.871, mIoU: 0.482
2023-04-13 23:57:49,523 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.870, mIoU: 0.481
2023-04-13 23:57:49,602 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.869, mIoU: 0.481
2023-04-13 23:57:49,680 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.869, mIoU: 0.480
2023-04-13 23:57:49,756 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.869, mIoU: 0.481
2023-04-13 23:57:49,826 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.869, mIoU: 0.481
2023-04-13 23:57:49,899 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.869, mIoU: 0.481
2023-04-13 23:57:49,969 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.868, mIoU: 0.480
2023-04-13 23:57:50,040 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.868, mIoU: 0.480
2023-04-13 23:57:50,110 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.867, mIoU: 0.480
2023-04-13 23:57:50,182 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.867, mIoU: 0.479
2023-04-13 23:57:50,252 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.867, mIoU: 0.479
2023-04-13 23:57:50,323 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.867, mIoU: 0.479
2023-04-13 23:57:50,395 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.867, mIoU: 0.478
2023-04-13 23:57:50,464 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.867, mIoU: 0.478
2023-04-13 23:57:50,537 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.867, mIoU: 0.478
2023-04-13 23:57:50,618 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.867, mIoU: 0.478
2023-04-13 23:57:50,696 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.867, mIoU: 0.478
2023-04-13 23:57:50,770 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.867, mIoU: 0.479
2023-04-13 23:57:50,845 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.867, mIoU: 0.477
2023-04-13 23:57:50,920 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.867, mIoU: 0.477
2023-04-13 23:57:50,996 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.867, mIoU: 0.477
2023-04-13 23:57:51,071 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.867, mIoU: 0.476
2023-04-13 23:57:51,146 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.867, mIoU: 0.476
2023-04-13 23:57:51,217 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.867, mIoU: 0.476
2023-04-13 23:57:51,288 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.868, mIoU: 0.475
2023-04-13 23:57:51,359 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.867, mIoU: 0.473
2023-04-13 23:57:51,436 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.867, mIoU: 0.473
2023-04-13 23:57:51,516 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.867, mIoU: 0.473
2023-04-13 23:57:51,593 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.867, mIoU: 0.473
2023-04-13 23:57:51,673 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.868, mIoU: 0.473
2023-04-13 23:57:51,750 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.868, mIoU: 0.473
2023-04-13 23:57:51,821 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.869, mIoU: 0.473
2023-04-13 23:57:51,891 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.869, mIoU: 0.474
2023-04-13 23:57:51,962 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.869, mIoU: 0.474
2023-04-13 23:57:52,032 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.869, mIoU: 0.473
2023-04-13 23:57:52,104 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.870, mIoU: 0.473
2023-04-13 23:57:52,178 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.870, mIoU: 0.473
2023-04-13 23:57:52,254 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.870, mIoU: 0.473
2023-04-13 23:57:52,336 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.870, mIoU: 0.473
2023-04-13 23:57:52,411 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.870, mIoU: 0.472
2023-04-13 23:57:52,484 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.870, mIoU: 0.472
2023-04-13 23:57:52,557 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.870, mIoU: 0.473
2023-04-13 23:57:52,630 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.870, mIoU: 0.472
2023-04-13 23:57:52,703 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.871, mIoU: 0.472
2023-04-13 23:57:52,773 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.871, mIoU: 0.473
2023-04-13 23:57:52,842 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.871, mIoU: 0.473
2023-04-13 23:57:52,913 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.872, mIoU: 0.473
2023-04-13 23:57:52,985 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.872, mIoU: 0.473
2023-04-13 23:57:53,055 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.872, mIoU: 0.474
2023-04-13 23:57:53,126 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.872, mIoU: 0.473
2023-04-13 23:57:53,199 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.872, mIoU: 0.473
2023-04-13 23:57:53,273 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.872, mIoU: 0.473
2023-04-13 23:57:53,350 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.872, mIoU: 0.473
2023-04-13 23:57:53,429 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.872, mIoU: 0.474
2023-04-13 23:57:53,508 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.872, mIoU: 0.474
2023-04-13 23:57:53,580 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.873, mIoU: 0.474
2023-04-13 23:57:53,656 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.873, mIoU: 0.475
2023-04-13 23:57:53,725 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.873, mIoU: 0.475
2023-04-13 23:57:53,797 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.873, mIoU: 0.475
2023-04-13 23:57:53,866 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.873, mIoU: 0.475
2023-04-13 23:57:53,941 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.873, mIoU: 0.475
2023-04-13 23:57:54,012 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.873, mIoU: 0.475
2023-04-13 23:57:54,092 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.873, mIoU: 0.475
2023-04-13 23:57:54,171 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.874, mIoU: 0.475
2023-04-13 23:57:54,249 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.873, mIoU: 0.474
2023-04-13 23:57:54,325 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.873, mIoU: 0.474
2023-04-13 23:57:54,399 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.874, mIoU: 0.474
2023-04-13 23:57:54,472 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.874, mIoU: 0.474
2023-04-13 23:57:54,544 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.873, mIoU: 0.474
2023-04-13 23:57:54,617 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.874, mIoU: 0.474
2023-04-13 23:57:54,687 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.874, mIoU: 0.474
2023-04-13 23:57:54,758 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.874, mIoU: 0.474
2023-04-13 23:57:54,830 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.874, mIoU: 0.474
2023-04-13 23:57:54,906 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.874, mIoU: 0.474
2023-04-13 23:57:54,985 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.874, mIoU: 0.474
2023-04-13 23:57:55,057 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.875, mIoU: 0.475
2023-04-13 23:57:55,132 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.875, mIoU: 0.475
2023-04-13 23:57:55,208 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.875, mIoU: 0.476
2023-04-13 23:57:55,286 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.875, mIoU: 0.476
2023-04-13 23:57:55,359 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.876, mIoU: 0.477
2023-04-13 23:57:55,433 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.876, mIoU: 0.477
2023-04-13 23:57:55,505 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.876, mIoU: 0.478
2023-04-13 23:57:55,576 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.876, mIoU: 0.477
2023-04-13 23:57:55,643 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.876, mIoU: 0.478
2023-04-13 23:57:55,713 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.876, mIoU: 0.476
2023-04-13 23:57:55,782 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.876, mIoU: 0.476
2023-04-13 23:57:55,851 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.876, mIoU: 0.476
2023-04-13 23:57:55,917 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.877, mIoU: 0.476
2023-04-13 23:57:55,984 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.877, mIoU: 0.477
2023-04-13 23:57:56,050 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.877, mIoU: 0.477
2023-04-13 23:57:56,115 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.877, mIoU: 0.477
2023-04-13 23:57:56,181 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.877, mIoU: 0.477
2023-04-13 23:57:56,245 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.877, mIoU: 0.479
2023-04-13 23:57:56,308 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.877, mIoU: 0.478
2023-04-13 23:57:56,370 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.876, mIoU: 0.477
2023-04-13 23:57:56,430 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.876, mIoU: 0.477
2023-04-13 23:57:56,493 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.876, mIoU: 0.477
2023-04-13 23:57:56,555 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.876, mIoU: 0.477
2023-04-13 23:57:56,617 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.876, mIoU: 0.476
2023-04-13 23:57:56,680 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.876, mIoU: 0.477
2023-04-13 23:57:56,743 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.876, mIoU: 0.477
2023-04-13 23:57:56,809 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.877, mIoU: 0.477
2023-04-13 23:57:56,875 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.877, mIoU: 0.477
2023-04-13 23:57:56,939 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.877, mIoU: 0.477
2023-04-13 23:57:57,003 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.877, mIoU: 0.477
2023-04-13 23:57:57,067 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.877, mIoU: 0.477
2023-04-13 23:57:57,129 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.877, mIoU: 0.478
2023-04-13 23:57:57,192 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.877, mIoU: 0.478
2023-04-13 23:57:57,256 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.878, mIoU: 0.479
2023-04-13 23:57:57,319 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.878, mIoU: 0.480
2023-04-13 23:57:57,381 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.878, mIoU: 0.480
2023-04-13 23:57:57,441 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.878, mIoU: 0.479
2023-04-13 23:57:57,507 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.878, mIoU: 0.479
2023-04-13 23:57:57,578 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.878, mIoU: 0.478
2023-04-13 23:57:58,685 semantic_segmentation INFO: Overall validation pixAcc: 89.765, mIoU: 49.858
2023-04-13 23:58:03,551 semantic_segmentation INFO: Iters: 2410/40000 || Lr: 0.018918 || Task Loss: 0.4160 || KD Loss: 0.0000|| Cost Time: 0:21:15 || Estimated Time: 5:31:35
2023-04-13 23:58:08,253 semantic_segmentation INFO: Iters: 2420/40000 || Lr: 0.018914 || Task Loss: 0.4551 || KD Loss: 0.0000|| Cost Time: 0:21:20 || Estimated Time: 5:31:21
2023-04-13 23:58:12,997 semantic_segmentation INFO: Iters: 2430/40000 || Lr: 0.018909 || Task Loss: 0.4067 || KD Loss: 0.0000|| Cost Time: 0:21:25 || Estimated Time: 5:31:07
2023-04-13 23:58:17,678 semantic_segmentation INFO: Iters: 2440/40000 || Lr: 0.018905 || Task Loss: 0.6051 || KD Loss: 0.0000|| Cost Time: 0:21:29 || Estimated Time: 5:30:52
2023-04-13 23:58:22,469 semantic_segmentation INFO: Iters: 2450/40000 || Lr: 0.018900 || Task Loss: 0.4886 || KD Loss: 0.0000|| Cost Time: 0:21:34 || Estimated Time: 5:30:39
2023-04-13 23:58:27,240 semantic_segmentation INFO: Iters: 2460/40000 || Lr: 0.018896 || Task Loss: 0.4162 || KD Loss: 0.0000|| Cost Time: 0:21:39 || Estimated Time: 5:30:26
2023-04-13 23:58:31,887 semantic_segmentation INFO: Iters: 2470/40000 || Lr: 0.018891 || Task Loss: 0.3495 || KD Loss: 0.0000|| Cost Time: 0:21:44 || Estimated Time: 5:30:11
2023-04-13 23:58:36,566 semantic_segmentation INFO: Iters: 2480/40000 || Lr: 0.018887 || Task Loss: 0.3589 || KD Loss: 0.0000|| Cost Time: 0:21:48 || Estimated Time: 5:29:57
2023-04-13 23:58:41,334 semantic_segmentation INFO: Iters: 2490/40000 || Lr: 0.018882 || Task Loss: 0.3880 || KD Loss: 0.0000|| Cost Time: 0:21:53 || Estimated Time: 5:29:44
2023-04-13 23:58:46,096 semantic_segmentation INFO: Iters: 2500/40000 || Lr: 0.018877 || Task Loss: 0.3099 || KD Loss: 0.0000|| Cost Time: 0:21:58 || Estimated Time: 5:29:31
2023-04-13 23:58:50,851 semantic_segmentation INFO: Iters: 2510/40000 || Lr: 0.018873 || Task Loss: 0.2825 || KD Loss: 0.0000|| Cost Time: 0:22:03 || Estimated Time: 5:29:18
2023-04-13 23:58:55,566 semantic_segmentation INFO: Iters: 2520/40000 || Lr: 0.018868 || Task Loss: 1.1297 || KD Loss: 0.0000|| Cost Time: 0:22:07 || Estimated Time: 5:29:05
2023-04-13 23:59:00,361 semantic_segmentation INFO: Iters: 2530/40000 || Lr: 0.018864 || Task Loss: 0.4096 || KD Loss: 0.0000|| Cost Time: 0:22:12 || Estimated Time: 5:28:52
2023-04-13 23:59:05,135 semantic_segmentation INFO: Iters: 2540/40000 || Lr: 0.018859 || Task Loss: 0.3960 || KD Loss: 0.0000|| Cost Time: 0:22:17 || Estimated Time: 5:28:39
2023-04-13 23:59:09,895 semantic_segmentation INFO: Iters: 2550/40000 || Lr: 0.018855 || Task Loss: 0.3586 || KD Loss: 0.0000|| Cost Time: 0:22:22 || Estimated Time: 5:28:27
2023-04-13 23:59:14,635 semantic_segmentation INFO: Iters: 2560/40000 || Lr: 0.018850 || Task Loss: 0.3634 || KD Loss: 0.0000|| Cost Time: 0:22:26 || Estimated Time: 5:28:14
2023-04-13 23:59:19,387 semantic_segmentation INFO: Iters: 2570/40000 || Lr: 0.018846 || Task Loss: 0.3737 || KD Loss: 0.0000|| Cost Time: 0:22:31 || Estimated Time: 5:28:01
2023-04-13 23:59:24,154 semantic_segmentation INFO: Iters: 2580/40000 || Lr: 0.018841 || Task Loss: 0.3901 || KD Loss: 0.0000|| Cost Time: 0:22:36 || Estimated Time: 5:27:49
2023-04-13 23:59:28,888 semantic_segmentation INFO: Iters: 2590/40000 || Lr: 0.018837 || Task Loss: 0.3432 || KD Loss: 0.0000|| Cost Time: 0:22:41 || Estimated Time: 5:27:36
2023-04-13 23:59:33,659 semantic_segmentation INFO: Iters: 2600/40000 || Lr: 0.018832 || Task Loss: 0.4703 || KD Loss: 0.0000|| Cost Time: 0:22:45 || Estimated Time: 5:27:24
2023-04-13 23:59:38,381 semantic_segmentation INFO: Iters: 2610/40000 || Lr: 0.018828 || Task Loss: 0.5314 || KD Loss: 0.0000|| Cost Time: 0:22:50 || Estimated Time: 5:27:11
2023-04-13 23:59:43,144 semantic_segmentation INFO: Iters: 2620/40000 || Lr: 0.018823 || Task Loss: 0.4018 || KD Loss: 0.0000|| Cost Time: 0:22:55 || Estimated Time: 5:26:59
2023-04-13 23:59:47,937 semantic_segmentation INFO: Iters: 2630/40000 || Lr: 0.018819 || Task Loss: 0.4903 || KD Loss: 0.0000|| Cost Time: 0:23:00 || Estimated Time: 5:26:47
2023-04-13 23:59:52,695 semantic_segmentation INFO: Iters: 2640/40000 || Lr: 0.018814 || Task Loss: 0.3087 || KD Loss: 0.0000|| Cost Time: 0:23:04 || Estimated Time: 5:26:35
2023-04-13 23:59:57,422 semantic_segmentation INFO: Iters: 2650/40000 || Lr: 0.018810 || Task Loss: 0.2929 || KD Loss: 0.0000|| Cost Time: 0:23:09 || Estimated Time: 5:26:22
2023-04-14 00:00:02,189 semantic_segmentation INFO: Iters: 2660/40000 || Lr: 0.018805 || Task Loss: 0.4639 || KD Loss: 0.0000|| Cost Time: 0:23:14 || Estimated Time: 5:26:10
2023-04-14 00:00:06,952 semantic_segmentation INFO: Iters: 2670/40000 || Lr: 0.018801 || Task Loss: 0.2208 || KD Loss: 0.0000|| Cost Time: 0:23:19 || Estimated Time: 5:25:59
2023-04-14 00:00:11,612 semantic_segmentation INFO: Iters: 2680/40000 || Lr: 0.018796 || Task Loss: 0.3531 || KD Loss: 0.0000|| Cost Time: 0:23:23 || Estimated Time: 5:25:45
2023-04-14 00:00:16,390 semantic_segmentation INFO: Iters: 2690/40000 || Lr: 0.018792 || Task Loss: 0.4350 || KD Loss: 0.0000|| Cost Time: 0:23:28 || Estimated Time: 5:25:34
2023-04-14 00:00:21,182 semantic_segmentation INFO: Iters: 2700/40000 || Lr: 0.018787 || Task Loss: 0.4164 || KD Loss: 0.0000|| Cost Time: 0:23:33 || Estimated Time: 5:25:22
2023-04-14 00:00:25,964 semantic_segmentation INFO: Iters: 2710/40000 || Lr: 0.018783 || Task Loss: 0.5119 || KD Loss: 0.0000|| Cost Time: 0:23:38 || Estimated Time: 5:25:11
2023-04-14 00:00:30,738 semantic_segmentation INFO: Iters: 2720/40000 || Lr: 0.018778 || Task Loss: 0.4493 || KD Loss: 0.0000|| Cost Time: 0:23:43 || Estimated Time: 5:24:59
2023-04-14 00:00:35,512 semantic_segmentation INFO: Iters: 2730/40000 || Lr: 0.018774 || Task Loss: 0.4699 || KD Loss: 0.0000|| Cost Time: 0:23:47 || Estimated Time: 5:24:48
2023-04-14 00:00:40,287 semantic_segmentation INFO: Iters: 2740/40000 || Lr: 0.018769 || Task Loss: 0.5208 || KD Loss: 0.0000|| Cost Time: 0:23:52 || Estimated Time: 5:24:36
2023-04-14 00:00:45,104 semantic_segmentation INFO: Iters: 2750/40000 || Lr: 0.018765 || Task Loss: 0.4771 || KD Loss: 0.0000|| Cost Time: 0:23:57 || Estimated Time: 5:24:26
2023-04-14 00:00:49,847 semantic_segmentation INFO: Iters: 2760/40000 || Lr: 0.018760 || Task Loss: 0.5266 || KD Loss: 0.0000|| Cost Time: 0:24:02 || Estimated Time: 5:24:14
2023-04-14 00:00:54,647 semantic_segmentation INFO: Iters: 2770/40000 || Lr: 0.018756 || Task Loss: 0.5424 || KD Loss: 0.0000|| Cost Time: 0:24:06 || Estimated Time: 5:24:03
2023-04-14 00:00:59,420 semantic_segmentation INFO: Iters: 2780/40000 || Lr: 0.018751 || Task Loss: 0.3845 || KD Loss: 0.0000|| Cost Time: 0:24:11 || Estimated Time: 5:23:52
2023-04-14 00:01:04,178 semantic_segmentation INFO: Iters: 2790/40000 || Lr: 0.018747 || Task Loss: 0.4681 || KD Loss: 0.0000|| Cost Time: 0:24:16 || Estimated Time: 5:23:40
2023-04-14 00:01:08,981 semantic_segmentation INFO: Iters: 2800/40000 || Lr: 0.018742 || Task Loss: 0.5390 || KD Loss: 0.0000|| Cost Time: 0:24:21 || Estimated Time: 5:23:30
2023-04-14 00:01:09,350 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:01:11,386 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.917, mIoU: 0.338
2023-04-14 00:01:11,515 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.926, mIoU: 0.378
2023-04-14 00:01:11,659 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.931, mIoU: 0.403
2023-04-14 00:01:12,025 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.930, mIoU: 0.440
2023-04-14 00:01:12,137 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.928, mIoU: 0.428
2023-04-14 00:01:12,254 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.930, mIoU: 0.432
2023-04-14 00:01:12,355 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.930, mIoU: 0.437
2023-04-14 00:01:12,453 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.929, mIoU: 0.463
2023-04-14 00:01:12,537 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.929, mIoU: 0.469
2023-04-14 00:01:12,617 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.927, mIoU: 0.490
2023-04-14 00:01:12,695 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.928, mIoU: 0.494
2023-04-14 00:01:12,768 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.923, mIoU: 0.519
2023-04-14 00:01:12,844 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.923, mIoU: 0.517
2023-04-14 00:01:12,918 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.920, mIoU: 0.499
2023-04-14 00:01:12,991 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.915, mIoU: 0.488
2023-04-14 00:01:13,065 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.913, mIoU: 0.480
2023-04-14 00:01:13,136 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.913, mIoU: 0.476
2023-04-14 00:01:13,205 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.478
2023-04-14 00:01:13,279 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.914, mIoU: 0.487
2023-04-14 00:01:13,352 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.914, mIoU: 0.494
2023-04-14 00:01:13,420 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.915, mIoU: 0.498
2023-04-14 00:01:13,500 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.907, mIoU: 0.492
2023-04-14 00:01:13,578 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.907, mIoU: 0.490
2023-04-14 00:01:13,657 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.907, mIoU: 0.498
2023-04-14 00:01:13,735 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.906, mIoU: 0.516
2023-04-14 00:01:13,808 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.906, mIoU: 0.518
2023-04-14 00:01:13,882 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.905, mIoU: 0.515
2023-04-14 00:01:13,959 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.905, mIoU: 0.514
2023-04-14 00:01:14,030 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.903, mIoU: 0.519
2023-04-14 00:01:14,101 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.903, mIoU: 0.518
2023-04-14 00:01:14,174 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.903, mIoU: 0.517
2023-04-14 00:01:14,248 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.903, mIoU: 0.518
2023-04-14 00:01:14,320 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.904, mIoU: 0.522
2023-04-14 00:01:14,399 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.903, mIoU: 0.522
2023-04-14 00:01:14,472 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.904, mIoU: 0.523
2023-04-14 00:01:14,548 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.904, mIoU: 0.522
2023-04-14 00:01:14,622 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.905, mIoU: 0.521
2023-04-14 00:01:14,699 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.903, mIoU: 0.520
2023-04-14 00:01:14,773 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.902, mIoU: 0.522
2023-04-14 00:01:14,847 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.903, mIoU: 0.522
2023-04-14 00:01:14,924 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.903, mIoU: 0.521
2023-04-14 00:01:15,002 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.904, mIoU: 0.521
2023-04-14 00:01:15,079 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.905, mIoU: 0.521
2023-04-14 00:01:15,155 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.905, mIoU: 0.521
2023-04-14 00:01:15,235 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.906, mIoU: 0.519
2023-04-14 00:01:15,314 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.906, mIoU: 0.516
2023-04-14 00:01:15,388 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.516
2023-04-14 00:01:15,461 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.516
2023-04-14 00:01:15,533 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.908, mIoU: 0.522
2023-04-14 00:01:15,607 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.909, mIoU: 0.524
2023-04-14 00:01:15,677 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.525
2023-04-14 00:01:15,747 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.907, mIoU: 0.520
2023-04-14 00:01:15,824 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.905, mIoU: 0.515
2023-04-14 00:01:15,900 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.903, mIoU: 0.509
2023-04-14 00:01:15,976 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.902, mIoU: 0.507
2023-04-14 00:01:16,050 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.901, mIoU: 0.506
2023-04-14 00:01:16,123 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.902, mIoU: 0.507
2023-04-14 00:01:16,197 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:16,269 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.903, mIoU: 0.516
2023-04-14 00:01:16,340 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.903, mIoU: 0.516
2023-04-14 00:01:16,411 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.902, mIoU: 0.517
2023-04-14 00:01:16,481 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.902, mIoU: 0.519
2023-04-14 00:01:16,554 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.902, mIoU: 0.518
2023-04-14 00:01:16,623 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.902, mIoU: 0.518
2023-04-14 00:01:16,694 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.902, mIoU: 0.520
2023-04-14 00:01:16,770 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.901, mIoU: 0.520
2023-04-14 00:01:16,849 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.900, mIoU: 0.518
2023-04-14 00:01:16,926 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.900, mIoU: 0.519
2023-04-14 00:01:17,000 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.900, mIoU: 0.518
2023-04-14 00:01:17,076 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.900, mIoU: 0.517
2023-04-14 00:01:17,151 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.900, mIoU: 0.517
2023-04-14 00:01:17,224 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.901, mIoU: 0.517
2023-04-14 00:01:17,301 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.901, mIoU: 0.516
2023-04-14 00:01:17,377 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.902, mIoU: 0.515
2023-04-14 00:01:17,449 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.902, mIoU: 0.515
2023-04-14 00:01:17,519 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.901, mIoU: 0.515
2023-04-14 00:01:17,590 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.902, mIoU: 0.515
2023-04-14 00:01:17,664 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.902, mIoU: 0.515
2023-04-14 00:01:17,741 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.901, mIoU: 0.514
2023-04-14 00:01:17,818 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.902, mIoU: 0.515
2023-04-14 00:01:17,891 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.902, mIoU: 0.517
2023-04-14 00:01:17,967 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.902, mIoU: 0.519
2023-04-14 00:01:18,042 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.903, mIoU: 0.518
2023-04-14 00:01:18,116 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.901, mIoU: 0.515
2023-04-14 00:01:18,186 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.899, mIoU: 0.512
2023-04-14 00:01:18,254 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.898, mIoU: 0.512
2023-04-14 00:01:18,325 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.898, mIoU: 0.513
2023-04-14 00:01:18,399 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.899, mIoU: 0.513
2023-04-14 00:01:18,470 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.899, mIoU: 0.511
2023-04-14 00:01:18,543 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.899, mIoU: 0.510
2023-04-14 00:01:18,617 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.899, mIoU: 0.509
2023-04-14 00:01:18,692 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.898, mIoU: 0.523
2023-04-14 00:01:18,773 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.898, mIoU: 0.522
2023-04-14 00:01:18,853 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.899, mIoU: 0.523
2023-04-14 00:01:18,931 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.899, mIoU: 0.523
2023-04-14 00:01:19,007 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.899, mIoU: 0.523
2023-04-14 00:01:19,087 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.899, mIoU: 0.521
2023-04-14 00:01:19,161 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.899, mIoU: 0.521
2023-04-14 00:01:19,238 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.899, mIoU: 0.523
2023-04-14 00:01:19,316 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.898, mIoU: 0.522
2023-04-14 00:01:19,395 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.897, mIoU: 0.523
2023-04-14 00:01:19,474 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.897, mIoU: 0.522
2023-04-14 00:01:19,550 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.897, mIoU: 0.523
2023-04-14 00:01:19,625 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.897, mIoU: 0.523
2023-04-14 00:01:19,695 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.897, mIoU: 0.523
2023-04-14 00:01:19,765 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.898, mIoU: 0.523
2023-04-14 00:01:19,837 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.898, mIoU: 0.523
2023-04-14 00:01:19,910 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.899, mIoU: 0.524
2023-04-14 00:01:19,982 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.899, mIoU: 0.524
2023-04-14 00:01:20,058 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.898, mIoU: 0.523
2023-04-14 00:01:20,139 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.898, mIoU: 0.523
2023-04-14 00:01:20,219 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.898, mIoU: 0.523
2023-04-14 00:01:20,299 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.898, mIoU: 0.523
2023-04-14 00:01:20,372 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.898, mIoU: 0.523
2023-04-14 00:01:20,448 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.899, mIoU: 0.523
2023-04-14 00:01:20,519 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.899, mIoU: 0.522
2023-04-14 00:01:20,596 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.898, mIoU: 0.520
2023-04-14 00:01:20,669 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.898, mIoU: 0.518
2023-04-14 00:01:20,748 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.897, mIoU: 0.514
2023-04-14 00:01:20,826 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.898, mIoU: 0.514
2023-04-14 00:01:20,905 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.898, mIoU: 0.514
2023-04-14 00:01:20,977 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.898, mIoU: 0.514
2023-04-14 00:01:21,051 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.898, mIoU: 0.514
2023-04-14 00:01:21,124 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.898, mIoU: 0.517
2023-04-14 00:01:21,197 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.898, mIoU: 0.516
2023-04-14 00:01:21,267 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.898, mIoU: 0.516
2023-04-14 00:01:21,336 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.897, mIoU: 0.516
2023-04-14 00:01:21,407 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.898, mIoU: 0.517
2023-04-14 00:01:21,475 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.898, mIoU: 0.516
2023-04-14 00:01:21,547 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.898, mIoU: 0.516
2023-04-14 00:01:21,621 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.899, mIoU: 0.516
2023-04-14 00:01:21,697 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.899, mIoU: 0.516
2023-04-14 00:01:21,775 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.899, mIoU: 0.516
2023-04-14 00:01:21,855 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.900, mIoU: 0.516
2023-04-14 00:01:21,930 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.900, mIoU: 0.515
2023-04-14 00:01:22,009 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.900, mIoU: 0.515
2023-04-14 00:01:22,085 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.900, mIoU: 0.515
2023-04-14 00:01:22,155 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.900, mIoU: 0.515
2023-04-14 00:01:22,230 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.899, mIoU: 0.514
2023-04-14 00:01:22,301 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.899, mIoU: 0.513
2023-04-14 00:01:22,374 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.899, mIoU: 0.514
2023-04-14 00:01:22,447 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.899, mIoU: 0.514
2023-04-14 00:01:22,522 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.899, mIoU: 0.513
2023-04-14 00:01:22,598 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.899, mIoU: 0.513
2023-04-14 00:01:22,675 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.899, mIoU: 0.512
2023-04-14 00:01:22,750 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.899, mIoU: 0.513
2023-04-14 00:01:22,824 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.899, mIoU: 0.513
2023-04-14 00:01:22,897 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.899, mIoU: 0.512
2023-04-14 00:01:22,972 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.899, mIoU: 0.512
2023-04-14 00:01:23,041 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.899, mIoU: 0.511
2023-04-14 00:01:23,111 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.899, mIoU: 0.513
2023-04-14 00:01:23,182 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.899, mIoU: 0.514
2023-04-14 00:01:23,253 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.899, mIoU: 0.513
2023-04-14 00:01:23,324 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.899, mIoU: 0.513
2023-04-14 00:01:23,401 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.899, mIoU: 0.514
2023-04-14 00:01:23,481 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.900, mIoU: 0.514
2023-04-14 00:01:23,558 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.900, mIoU: 0.514
2023-04-14 00:01:23,633 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.900, mIoU: 0.514
2023-04-14 00:01:23,717 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.900, mIoU: 0.513
2023-04-14 00:01:23,793 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.900, mIoU: 0.513
2023-04-14 00:01:23,864 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.900, mIoU: 0.513
2023-04-14 00:01:23,937 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.900, mIoU: 0.511
2023-04-14 00:01:24,009 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.900, mIoU: 0.511
2023-04-14 00:01:24,082 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.900, mIoU: 0.511
2023-04-14 00:01:24,154 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.900, mIoU: 0.511
2023-04-14 00:01:24,231 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.900, mIoU: 0.511
2023-04-14 00:01:24,311 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.901, mIoU: 0.511
2023-04-14 00:01:24,391 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.901, mIoU: 0.511
2023-04-14 00:01:24,466 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.901, mIoU: 0.511
2023-04-14 00:01:24,542 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.901, mIoU: 0.511
2023-04-14 00:01:24,617 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.901, mIoU: 0.512
2023-04-14 00:01:24,692 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.902, mIoU: 0.512
2023-04-14 00:01:24,770 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.902, mIoU: 0.512
2023-04-14 00:01:24,848 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:24,923 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.901, mIoU: 0.511
2023-04-14 00:01:25,005 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.901, mIoU: 0.511
2023-04-14 00:01:25,079 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.901, mIoU: 0.510
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2023-04-14 00:01:25,221 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.901, mIoU: 0.511
2023-04-14 00:01:25,293 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.901, mIoU: 0.511
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2023-04-14 00:01:25,440 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:25,518 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:25,599 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.902, mIoU: 0.512
2023-04-14 00:01:25,680 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:25,757 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:25,832 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:25,905 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:25,981 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:26,058 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.903, mIoU: 0.512
2023-04-14 00:01:26,136 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.903, mIoU: 0.512
2023-04-14 00:01:26,213 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.903, mIoU: 0.512
2023-04-14 00:01:26,287 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.903, mIoU: 0.513
2023-04-14 00:01:26,360 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.902, mIoU: 0.512
2023-04-14 00:01:26,433 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.902, mIoU: 0.512
2023-04-14 00:01:26,504 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:26,576 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:26,647 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:26,720 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:26,791 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.902, mIoU: 0.511
2023-04-14 00:01:26,862 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.902, mIoU: 0.510
2023-04-14 00:01:26,932 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.902, mIoU: 0.509
2023-04-14 00:01:27,006 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.902, mIoU: 0.509
2023-04-14 00:01:27,085 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.902, mIoU: 0.509
2023-04-14 00:01:27,167 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.902, mIoU: 0.509
2023-04-14 00:01:27,247 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.902, mIoU: 0.509
2023-04-14 00:01:27,320 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.902, mIoU: 0.509
2023-04-14 00:01:27,394 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.902, mIoU: 0.508
2023-04-14 00:01:27,473 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.902, mIoU: 0.508
2023-04-14 00:01:27,548 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.902, mIoU: 0.508
2023-04-14 00:01:27,627 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.903, mIoU: 0.508
2023-04-14 00:01:27,703 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.903, mIoU: 0.509
2023-04-14 00:01:27,776 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.903, mIoU: 0.509
2023-04-14 00:01:27,855 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.903, mIoU: 0.510
2023-04-14 00:01:27,934 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.903, mIoU: 0.510
2023-04-14 00:01:28,012 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.903, mIoU: 0.510
2023-04-14 00:01:28,088 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.903, mIoU: 0.510
2023-04-14 00:01:28,158 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.904, mIoU: 0.511
2023-04-14 00:01:28,229 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.904, mIoU: 0.510
2023-04-14 00:01:28,296 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.904, mIoU: 0.510
2023-04-14 00:01:28,363 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.903, mIoU: 0.508
2023-04-14 00:01:28,430 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.904, mIoU: 0.509
2023-04-14 00:01:28,496 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.904, mIoU: 0.510
2023-04-14 00:01:28,563 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.904, mIoU: 0.509
2023-04-14 00:01:28,629 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.904, mIoU: 0.510
2023-04-14 00:01:28,696 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.905, mIoU: 0.510
2023-04-14 00:01:28,761 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.905, mIoU: 0.510
2023-04-14 00:01:28,827 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.905, mIoU: 0.510
2023-04-14 00:01:28,891 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.904, mIoU: 0.506
2023-04-14 00:01:28,955 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.904, mIoU: 0.505
2023-04-14 00:01:29,018 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.903, mIoU: 0.504
2023-04-14 00:01:29,079 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.903, mIoU: 0.504
2023-04-14 00:01:29,143 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.903, mIoU: 0.504
2023-04-14 00:01:29,206 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.903, mIoU: 0.504
2023-04-14 00:01:29,272 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.903, mIoU: 0.503
2023-04-14 00:01:29,340 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.903, mIoU: 0.504
2023-04-14 00:01:29,406 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.903, mIoU: 0.504
2023-04-14 00:01:29,477 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.904, mIoU: 0.504
2023-04-14 00:01:29,548 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.904, mIoU: 0.504
2023-04-14 00:01:29,618 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.904, mIoU: 0.504
2023-04-14 00:01:29,688 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.904, mIoU: 0.505
2023-04-14 00:01:29,757 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.904, mIoU: 0.505
2023-04-14 00:01:29,823 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.904, mIoU: 0.505
2023-04-14 00:01:29,893 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.904, mIoU: 0.506
2023-04-14 00:01:29,963 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.904, mIoU: 0.506
2023-04-14 00:01:30,032 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.904, mIoU: 0.507
2023-04-14 00:01:30,102 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.904, mIoU: 0.506
2023-04-14 00:01:30,168 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.904, mIoU: 0.505
2023-04-14 00:01:30,238 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.904, mIoU: 0.505
2023-04-14 00:01:30,306 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.904, mIoU: 0.505
2023-04-14 00:01:31,157 semantic_segmentation INFO: Overall validation pixAcc: 91.516, mIoU: 52.541
2023-04-14 00:01:36,072 semantic_segmentation INFO: Iters: 2810/40000 || Lr: 0.018738 || Task Loss: 0.3922 || KD Loss: 0.0000|| Cost Time: 0:24:48 || Estimated Time: 5:28:14
2023-04-14 00:01:40,819 semantic_segmentation INFO: Iters: 2820/40000 || Lr: 0.018733 || Task Loss: 0.6019 || KD Loss: 0.0000|| Cost Time: 0:24:53 || Estimated Time: 5:28:01
2023-04-14 00:01:45,541 semantic_segmentation INFO: Iters: 2830/40000 || Lr: 0.018729 || Task Loss: 0.5170 || KD Loss: 0.0000|| Cost Time: 0:24:57 || Estimated Time: 5:27:49
2023-04-14 00:01:50,256 semantic_segmentation INFO: Iters: 2840/40000 || Lr: 0.018724 || Task Loss: 0.3379 || KD Loss: 0.0000|| Cost Time: 0:25:02 || Estimated Time: 5:27:36
2023-04-14 00:01:54,969 semantic_segmentation INFO: Iters: 2850/40000 || Lr: 0.018720 || Task Loss: 0.3785 || KD Loss: 0.0000|| Cost Time: 0:25:07 || Estimated Time: 5:27:23
2023-04-14 00:01:59,682 semantic_segmentation INFO: Iters: 2860/40000 || Lr: 0.018715 || Task Loss: 0.3547 || KD Loss: 0.0000|| Cost Time: 0:25:11 || Estimated Time: 5:27:10
2023-04-14 00:02:04,440 semantic_segmentation INFO: Iters: 2870/40000 || Lr: 0.018711 || Task Loss: 0.3687 || KD Loss: 0.0000|| Cost Time: 0:25:16 || Estimated Time: 5:26:58
2023-04-14 00:02:09,162 semantic_segmentation INFO: Iters: 2880/40000 || Lr: 0.018706 || Task Loss: 0.3363 || KD Loss: 0.0000|| Cost Time: 0:25:21 || Estimated Time: 5:26:46
2023-04-14 00:02:13,952 semantic_segmentation INFO: Iters: 2890/40000 || Lr: 0.018702 || Task Loss: 0.2410 || KD Loss: 0.0000|| Cost Time: 0:25:26 || Estimated Time: 5:26:34
2023-04-14 00:02:18,722 semantic_segmentation INFO: Iters: 2900/40000 || Lr: 0.018697 || Task Loss: 0.3845 || KD Loss: 0.0000|| Cost Time: 0:25:30 || Estimated Time: 5:26:22
2023-04-14 00:02:23,491 semantic_segmentation INFO: Iters: 2910/40000 || Lr: 0.018693 || Task Loss: 0.3263 || KD Loss: 0.0000|| Cost Time: 0:25:35 || Estimated Time: 5:26:10
2023-04-14 00:02:28,285 semantic_segmentation INFO: Iters: 2920/40000 || Lr: 0.018688 || Task Loss: 0.3043 || KD Loss: 0.0000|| Cost Time: 0:25:40 || Estimated Time: 5:25:59
2023-04-14 00:02:33,010 semantic_segmentation INFO: Iters: 2930/40000 || Lr: 0.018684 || Task Loss: 0.3604 || KD Loss: 0.0000|| Cost Time: 0:25:45 || Estimated Time: 5:25:47
2023-04-14 00:02:37,762 semantic_segmentation INFO: Iters: 2940/40000 || Lr: 0.018679 || Task Loss: 0.6357 || KD Loss: 0.0000|| Cost Time: 0:25:50 || Estimated Time: 5:25:35
2023-04-14 00:02:42,470 semantic_segmentation INFO: Iters: 2950/40000 || Lr: 0.018675 || Task Loss: 0.3959 || KD Loss: 0.0000|| Cost Time: 0:25:54 || Estimated Time: 5:25:22
2023-04-14 00:02:47,250 semantic_segmentation INFO: Iters: 2960/40000 || Lr: 0.018670 || Task Loss: 0.3419 || KD Loss: 0.0000|| Cost Time: 0:25:59 || Estimated Time: 5:25:11
2023-04-14 00:02:52,033 semantic_segmentation INFO: Iters: 2970/40000 || Lr: 0.018666 || Task Loss: 0.3240 || KD Loss: 0.0000|| Cost Time: 0:26:04 || Estimated Time: 5:25:00
2023-04-14 00:02:56,796 semantic_segmentation INFO: Iters: 2980/40000 || Lr: 0.018661 || Task Loss: 0.3814 || KD Loss: 0.0000|| Cost Time: 0:26:09 || Estimated Time: 5:24:48
2023-04-14 00:03:01,508 semantic_segmentation INFO: Iters: 2990/40000 || Lr: 0.018657 || Task Loss: 0.2918 || KD Loss: 0.0000|| Cost Time: 0:26:13 || Estimated Time: 5:24:36
2023-04-14 00:03:06,209 semantic_segmentation INFO: Iters: 3000/40000 || Lr: 0.018652 || Task Loss: 0.2966 || KD Loss: 0.0000|| Cost Time: 0:26:18 || Estimated Time: 5:24:24
2023-04-14 00:03:10,930 semantic_segmentation INFO: Iters: 3010/40000 || Lr: 0.018648 || Task Loss: 0.3232 || KD Loss: 0.0000|| Cost Time: 0:26:23 || Estimated Time: 5:24:12
2023-04-14 00:03:15,657 semantic_segmentation INFO: Iters: 3020/40000 || Lr: 0.018643 || Task Loss: 0.2601 || KD Loss: 0.0000|| Cost Time: 0:26:27 || Estimated Time: 5:24:00
2023-04-14 00:03:20,370 semantic_segmentation INFO: Iters: 3030/40000 || Lr: 0.018638 || Task Loss: 0.2865 || KD Loss: 0.0000|| Cost Time: 0:26:32 || Estimated Time: 5:23:48
2023-04-14 00:03:25,125 semantic_segmentation INFO: Iters: 3040/40000 || Lr: 0.018634 || Task Loss: 0.4040 || KD Loss: 0.0000|| Cost Time: 0:26:37 || Estimated Time: 5:23:37
2023-04-14 00:03:29,925 semantic_segmentation INFO: Iters: 3050/40000 || Lr: 0.018629 || Task Loss: 0.4373 || KD Loss: 0.0000|| Cost Time: 0:26:42 || Estimated Time: 5:23:26
2023-04-14 00:03:34,700 semantic_segmentation INFO: Iters: 3060/40000 || Lr: 0.018625 || Task Loss: 0.2163 || KD Loss: 0.0000|| Cost Time: 0:26:46 || Estimated Time: 5:23:15
2023-04-14 00:03:39,414 semantic_segmentation INFO: Iters: 3070/40000 || Lr: 0.018620 || Task Loss: 0.3453 || KD Loss: 0.0000|| Cost Time: 0:26:51 || Estimated Time: 5:23:04
2023-04-14 00:03:44,173 semantic_segmentation INFO: Iters: 3080/40000 || Lr: 0.018616 || Task Loss: 0.3655 || KD Loss: 0.0000|| Cost Time: 0:26:56 || Estimated Time: 5:22:53
2023-04-14 00:03:48,989 semantic_segmentation INFO: Iters: 3090/40000 || Lr: 0.018611 || Task Loss: 0.3165 || KD Loss: 0.0000|| Cost Time: 0:27:01 || Estimated Time: 5:22:42
2023-04-14 00:03:53,709 semantic_segmentation INFO: Iters: 3100/40000 || Lr: 0.018607 || Task Loss: 0.3576 || KD Loss: 0.0000|| Cost Time: 0:27:05 || Estimated Time: 5:22:31
2023-04-14 00:03:58,459 semantic_segmentation INFO: Iters: 3110/40000 || Lr: 0.018602 || Task Loss: 0.3626 || KD Loss: 0.0000|| Cost Time: 0:27:10 || Estimated Time: 5:22:19
2023-04-14 00:04:03,244 semantic_segmentation INFO: Iters: 3120/40000 || Lr: 0.018598 || Task Loss: 0.3168 || KD Loss: 0.0000|| Cost Time: 0:27:15 || Estimated Time: 5:22:09
2023-04-14 00:04:07,981 semantic_segmentation INFO: Iters: 3130/40000 || Lr: 0.018593 || Task Loss: 0.3014 || KD Loss: 0.0000|| Cost Time: 0:27:20 || Estimated Time: 5:21:58
2023-04-14 00:04:12,738 semantic_segmentation INFO: Iters: 3140/40000 || Lr: 0.018589 || Task Loss: 0.4718 || KD Loss: 0.0000|| Cost Time: 0:27:25 || Estimated Time: 5:21:47
2023-04-14 00:04:17,509 semantic_segmentation INFO: Iters: 3150/40000 || Lr: 0.018584 || Task Loss: 0.4631 || KD Loss: 0.0000|| Cost Time: 0:27:29 || Estimated Time: 5:21:36
2023-04-14 00:04:22,273 semantic_segmentation INFO: Iters: 3160/40000 || Lr: 0.018580 || Task Loss: 0.2900 || KD Loss: 0.0000|| Cost Time: 0:27:34 || Estimated Time: 5:21:25
2023-04-14 00:04:26,984 semantic_segmentation INFO: Iters: 3170/40000 || Lr: 0.018575 || Task Loss: 0.3554 || KD Loss: 0.0000|| Cost Time: 0:27:39 || Estimated Time: 5:21:14
2023-04-14 00:04:31,720 semantic_segmentation INFO: Iters: 3180/40000 || Lr: 0.018571 || Task Loss: 0.3635 || KD Loss: 0.0000|| Cost Time: 0:27:43 || Estimated Time: 5:21:03
2023-04-14 00:04:36,483 semantic_segmentation INFO: Iters: 3190/40000 || Lr: 0.018566 || Task Loss: 0.3777 || KD Loss: 0.0000|| Cost Time: 0:27:48 || Estimated Time: 5:20:52
2023-04-14 00:04:41,244 semantic_segmentation INFO: Iters: 3200/40000 || Lr: 0.018562 || Task Loss: 0.3866 || KD Loss: 0.0000|| Cost Time: 0:27:53 || Estimated Time: 5:20:42
2023-04-14 00:04:41,575 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:04:43,799 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.943, mIoU: 0.356
2023-04-14 00:04:43,978 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.948, mIoU: 0.397
2023-04-14 00:04:44,472 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.429
2023-04-14 00:04:44,559 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.461
2023-04-14 00:04:44,638 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.459
2023-04-14 00:04:44,712 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.461
2023-04-14 00:04:44,786 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.478
2023-04-14 00:04:44,863 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.951, mIoU: 0.496
2023-04-14 00:04:44,935 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.499
2023-04-14 00:04:45,008 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.944, mIoU: 0.497
2023-04-14 00:04:45,080 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.505
2023-04-14 00:04:45,152 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.939, mIoU: 0.541
2023-04-14 00:04:45,228 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.547
2023-04-14 00:04:45,305 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.935, mIoU: 0.535
2023-04-14 00:04:45,377 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.544
2023-04-14 00:04:45,450 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.540
2023-04-14 00:04:45,521 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.540
2023-04-14 00:04:45,592 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.930, mIoU: 0.539
2023-04-14 00:04:45,666 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.546
2023-04-14 00:04:45,741 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.555
2023-04-14 00:04:45,818 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.556
2023-04-14 00:04:45,893 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.544
2023-04-14 00:04:45,966 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.542
2023-04-14 00:04:46,041 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.921, mIoU: 0.549
2023-04-14 00:04:46,121 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.566
2023-04-14 00:04:46,190 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.569
2023-04-14 00:04:46,265 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.564
2023-04-14 00:04:46,336 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.918, mIoU: 0.563
2023-04-14 00:04:46,408 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.565
2023-04-14 00:04:46,481 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.567
2023-04-14 00:04:46,556 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.917, mIoU: 0.566
2023-04-14 00:04:46,631 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.917, mIoU: 0.568
2023-04-14 00:04:46,707 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.570
2023-04-14 00:04:46,783 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.918, mIoU: 0.570
2023-04-14 00:04:46,857 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.918, mIoU: 0.569
2023-04-14 00:04:46,933 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.918, mIoU: 0.568
2023-04-14 00:04:47,006 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.918, mIoU: 0.566
2023-04-14 00:04:47,078 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.565
2023-04-14 00:04:47,145 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.916, mIoU: 0.563
2023-04-14 00:04:47,214 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.917, mIoU: 0.563
2023-04-14 00:04:47,286 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.917, mIoU: 0.562
2023-04-14 00:04:47,358 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.918, mIoU: 0.562
2023-04-14 00:04:47,427 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.918, mIoU: 0.563
2023-04-14 00:04:47,498 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.919, mIoU: 0.562
2023-04-14 00:04:47,572 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.919, mIoU: 0.560
2023-04-14 00:04:47,643 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.559
2023-04-14 00:04:47,714 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.921, mIoU: 0.559
2023-04-14 00:04:47,785 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.921, mIoU: 0.559
2023-04-14 00:04:47,860 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.922, mIoU: 0.563
2023-04-14 00:04:47,940 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.565
2023-04-14 00:04:48,017 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.921, mIoU: 0.565
2023-04-14 00:04:48,095 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.920, mIoU: 0.562
2023-04-14 00:04:48,172 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.557
2023-04-14 00:04:48,249 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.554
2023-04-14 00:04:48,320 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.916, mIoU: 0.552
2023-04-14 00:04:48,393 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.916, mIoU: 0.556
2023-04-14 00:04:48,463 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:04:48,534 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.917, mIoU: 0.564
2023-04-14 00:04:48,607 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.917, mIoU: 0.568
2023-04-14 00:04:48,679 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.917, mIoU: 0.567
2023-04-14 00:04:48,755 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.916, mIoU: 0.570
2023-04-14 00:04:48,832 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.916, mIoU: 0.571
2023-04-14 00:04:48,908 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.916, mIoU: 0.569
2023-04-14 00:04:48,982 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.573
2023-04-14 00:04:49,056 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.916, mIoU: 0.576
2023-04-14 00:04:49,130 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.916, mIoU: 0.576
2023-04-14 00:04:49,204 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.914, mIoU: 0.573
2023-04-14 00:04:49,276 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.914, mIoU: 0.575
2023-04-14 00:04:49,347 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.573
2023-04-14 00:04:49,420 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.915, mIoU: 0.574
2023-04-14 00:04:49,490 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.915, mIoU: 0.574
2023-04-14 00:04:49,564 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.915, mIoU: 0.571
2023-04-14 00:04:49,643 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.916, mIoU: 0.569
2023-04-14 00:04:49,723 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.916, mIoU: 0.568
2023-04-14 00:04:49,796 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.916, mIoU: 0.569
2023-04-14 00:04:49,869 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.916, mIoU: 0.570
2023-04-14 00:04:49,940 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.916, mIoU: 0.570
2023-04-14 00:04:50,011 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.916, mIoU: 0.570
2023-04-14 00:04:50,081 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.916, mIoU: 0.569
2023-04-14 00:04:50,153 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.915, mIoU: 0.571
2023-04-14 00:04:50,223 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.915, mIoU: 0.573
2023-04-14 00:04:50,291 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.915, mIoU: 0.574
2023-04-14 00:04:50,363 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.916, mIoU: 0.574
2023-04-14 00:04:50,430 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.914, mIoU: 0.571
2023-04-14 00:04:50,500 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.912, mIoU: 0.567
2023-04-14 00:04:50,573 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.912, mIoU: 0.567
2023-04-14 00:04:50,647 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.912, mIoU: 0.568
2023-04-14 00:04:50,720 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.912, mIoU: 0.568
2023-04-14 00:04:50,803 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.912, mIoU: 0.568
2023-04-14 00:04:50,887 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.568
2023-04-14 00:04:50,965 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.913, mIoU: 0.567
2023-04-14 00:04:51,035 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.913, mIoU: 0.578
2023-04-14 00:04:51,110 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.912, mIoU: 0.577
2023-04-14 00:04:51,183 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.913, mIoU: 0.577
2023-04-14 00:04:51,258 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.578
2023-04-14 00:04:51,325 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.914, mIoU: 0.578
2023-04-14 00:04:51,398 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.913, mIoU: 0.577
2023-04-14 00:04:51,474 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.914, mIoU: 0.577
2023-04-14 00:04:51,556 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-14 00:04:51,634 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-14 00:04:51,706 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.910, mIoU: 0.579
2023-04-14 00:04:51,782 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.910, mIoU: 0.578
2023-04-14 00:04:51,855 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.910, mIoU: 0.577
2023-04-14 00:04:51,934 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.910, mIoU: 0.577
2023-04-14 00:04:52,010 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.911, mIoU: 0.578
2023-04-14 00:04:52,085 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.911, mIoU: 0.578
2023-04-14 00:04:52,155 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.911, mIoU: 0.578
2023-04-14 00:04:52,232 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.912, mIoU: 0.579
2023-04-14 00:04:52,308 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.911, mIoU: 0.578
2023-04-14 00:04:52,384 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.911, mIoU: 0.577
2023-04-14 00:04:52,462 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.911, mIoU: 0.577
2023-04-14 00:04:52,534 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.911, mIoU: 0.577
2023-04-14 00:04:52,608 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.911, mIoU: 0.577
2023-04-14 00:04:52,678 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.911, mIoU: 0.576
2023-04-14 00:04:52,752 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.911, mIoU: 0.576
2023-04-14 00:04:52,828 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.911, mIoU: 0.576
2023-04-14 00:04:52,903 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.912, mIoU: 0.579
2023-04-14 00:04:52,973 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.912, mIoU: 0.580
2023-04-14 00:04:53,049 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.911, mIoU: 0.580
2023-04-14 00:04:53,128 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.911, mIoU: 0.580
2023-04-14 00:04:53,205 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.911, mIoU: 0.579
2023-04-14 00:04:53,279 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.911, mIoU: 0.579
2023-04-14 00:04:53,353 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.911, mIoU: 0.578
2023-04-14 00:04:53,425 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.912, mIoU: 0.582
2023-04-14 00:04:53,497 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.911, mIoU: 0.581
2023-04-14 00:04:53,569 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.911, mIoU: 0.584
2023-04-14 00:04:53,640 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.911, mIoU: 0.586
2023-04-14 00:04:53,711 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.912, mIoU: 0.586
2023-04-14 00:04:53,781 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.912, mIoU: 0.586
2023-04-14 00:04:53,851 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.912, mIoU: 0.586
2023-04-14 00:04:53,927 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.912, mIoU: 0.585
2023-04-14 00:04:54,000 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-14 00:04:54,074 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-14 00:04:54,152 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-14 00:04:54,230 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.913, mIoU: 0.583
2023-04-14 00:04:54,308 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.914, mIoU: 0.583
2023-04-14 00:04:54,383 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.914, mIoU: 0.583
2023-04-14 00:04:54,458 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.914, mIoU: 0.583
2023-04-14 00:04:54,529 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.913, mIoU: 0.584
2023-04-14 00:04:54,603 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.914, mIoU: 0.586
2023-04-14 00:04:54,678 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.913, mIoU: 0.587
2023-04-14 00:04:54,760 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.913, mIoU: 0.587
2023-04-14 00:04:54,834 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-14 00:04:54,909 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.913, mIoU: 0.585
2023-04-14 00:04:54,980 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.913, mIoU: 0.584
2023-04-14 00:04:55,052 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.913, mIoU: 0.582
2023-04-14 00:04:55,124 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.913, mIoU: 0.582
2023-04-14 00:04:55,195 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.913, mIoU: 0.582
2023-04-14 00:04:55,266 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-14 00:04:55,336 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-14 00:04:55,406 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.913, mIoU: 0.582
2023-04-14 00:04:55,477 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.913, mIoU: 0.582
2023-04-14 00:04:55,551 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.913, mIoU: 0.582
2023-04-14 00:04:55,623 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.913, mIoU: 0.582
2023-04-14 00:04:55,698 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.912, mIoU: 0.582
2023-04-14 00:04:55,771 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.913, mIoU: 0.582
2023-04-14 00:04:55,848 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-14 00:04:55,922 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-14 00:04:55,997 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-14 00:04:56,075 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.913, mIoU: 0.581
2023-04-14 00:04:56,153 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-14 00:04:56,227 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.913, mIoU: 0.579
2023-04-14 00:04:56,304 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.913, mIoU: 0.578
2023-04-14 00:04:56,374 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.913, mIoU: 0.579
2023-04-14 00:04:56,448 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.913, mIoU: 0.579
2023-04-14 00:04:56,522 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.913, mIoU: 0.579
2023-04-14 00:04:56,603 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.913, mIoU: 0.579
2023-04-14 00:04:56,679 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.914, mIoU: 0.579
2023-04-14 00:04:56,753 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.914, mIoU: 0.580
2023-04-14 00:04:56,828 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.914, mIoU: 0.580
2023-04-14 00:04:56,903 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.914, mIoU: 0.580
2023-04-14 00:04:56,978 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.914, mIoU: 0.579
2023-04-14 00:04:57,051 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.915, mIoU: 0.579
2023-04-14 00:04:57,124 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.915, mIoU: 0.579
2023-04-14 00:04:57,195 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.915, mIoU: 0.579
2023-04-14 00:04:57,266 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.914, mIoU: 0.579
2023-04-14 00:04:57,339 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.914, mIoU: 0.579
2023-04-14 00:04:57,416 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.914, mIoU: 0.580
2023-04-14 00:04:57,498 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.914, mIoU: 0.580
2023-04-14 00:04:57,574 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.914, mIoU: 0.580
2023-04-14 00:04:57,650 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.915, mIoU: 0.580
2023-04-14 00:04:57,720 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.915, mIoU: 0.580
2023-04-14 00:04:57,791 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.915, mIoU: 0.580
2023-04-14 00:04:57,863 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.915, mIoU: 0.580
2023-04-14 00:04:57,937 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.915, mIoU: 0.580
2023-04-14 00:04:58,009 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.915, mIoU: 0.579
2023-04-14 00:04:58,082 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.915, mIoU: 0.579
2023-04-14 00:04:58,153 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.915, mIoU: 0.579
2023-04-14 00:04:58,232 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.916, mIoU: 0.579
2023-04-14 00:04:58,310 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.916, mIoU: 0.579
2023-04-14 00:04:58,387 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.916, mIoU: 0.580
2023-04-14 00:04:58,460 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.916, mIoU: 0.580
2023-04-14 00:04:58,534 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.916, mIoU: 0.578
2023-04-14 00:04:58,608 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.916, mIoU: 0.578
2023-04-14 00:04:58,678 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.916, mIoU: 0.578
2023-04-14 00:04:58,748 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.915, mIoU: 0.576
2023-04-14 00:04:58,820 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.915, mIoU: 0.576
2023-04-14 00:04:58,895 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.916, mIoU: 0.576
2023-04-14 00:04:58,965 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.916, mIoU: 0.576
2023-04-14 00:04:59,037 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.916, mIoU: 0.576
2023-04-14 00:04:59,108 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.916, mIoU: 0.577
2023-04-14 00:04:59,183 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.916, mIoU: 0.577
2023-04-14 00:04:59,259 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.916, mIoU: 0.577
2023-04-14 00:04:59,336 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.916, mIoU: 0.577
2023-04-14 00:04:59,414 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.916, mIoU: 0.577
2023-04-14 00:04:59,490 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.916, mIoU: 0.577
2023-04-14 00:04:59,565 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.916, mIoU: 0.577
2023-04-14 00:04:59,641 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.916, mIoU: 0.577
2023-04-14 00:04:59,718 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.917, mIoU: 0.577
2023-04-14 00:04:59,796 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.917, mIoU: 0.577
2023-04-14 00:04:59,874 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.917, mIoU: 0.577
2023-04-14 00:04:59,956 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.917, mIoU: 0.578
2023-04-14 00:05:00,033 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.917, mIoU: 0.578
2023-04-14 00:05:00,106 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.917, mIoU: 0.578
2023-04-14 00:05:00,180 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.917, mIoU: 0.577
2023-04-14 00:05:00,252 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.917, mIoU: 0.577
2023-04-14 00:05:00,323 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.918, mIoU: 0.577
2023-04-14 00:05:00,393 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.918, mIoU: 0.578
2023-04-14 00:05:00,463 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.918, mIoU: 0.578
2023-04-14 00:05:00,530 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.918, mIoU: 0.578
2023-04-14 00:05:00,596 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.918, mIoU: 0.578
2023-04-14 00:05:00,662 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.918, mIoU: 0.579
2023-04-14 00:05:00,728 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.918, mIoU: 0.579
2023-04-14 00:05:00,793 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.918, mIoU: 0.578
2023-04-14 00:05:00,857 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.918, mIoU: 0.578
2023-04-14 00:05:00,921 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.919, mIoU: 0.578
2023-04-14 00:05:00,985 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.919, mIoU: 0.579
2023-04-14 00:05:01,050 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.919, mIoU: 0.579
2023-04-14 00:05:01,112 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.918, mIoU: 0.581
2023-04-14 00:05:01,175 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.918, mIoU: 0.580
2023-04-14 00:05:01,240 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.918, mIoU: 0.579
2023-04-14 00:05:01,306 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.918, mIoU: 0.579
2023-04-14 00:05:01,374 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.918, mIoU: 0.579
2023-04-14 00:05:01,444 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.918, mIoU: 0.579
2023-04-14 00:05:01,517 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.918, mIoU: 0.579
2023-04-14 00:05:01,590 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.918, mIoU: 0.580
2023-04-14 00:05:01,659 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.918, mIoU: 0.581
2023-04-14 00:05:01,730 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.918, mIoU: 0.581
2023-04-14 00:05:01,799 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.918, mIoU: 0.580
2023-04-14 00:05:01,869 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.918, mIoU: 0.581
2023-04-14 00:05:01,940 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.918, mIoU: 0.581
2023-04-14 00:05:02,011 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.918, mIoU: 0.581
2023-04-14 00:05:02,078 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.918, mIoU: 0.581
2023-04-14 00:05:02,147 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.918, mIoU: 0.582
2023-04-14 00:05:02,215 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.919, mIoU: 0.582
2023-04-14 00:05:02,282 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.918, mIoU: 0.583
2023-04-14 00:05:02,348 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.918, mIoU: 0.583
2023-04-14 00:05:02,412 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.918, mIoU: 0.582
2023-04-14 00:05:02,478 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.918, mIoU: 0.582
2023-04-14 00:05:02,544 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.919, mIoU: 0.582
2023-04-14 00:05:03,284 semantic_segmentation INFO: Overall validation pixAcc: 92.740, mIoU: 59.289
2023-04-14 00:05:08,491 semantic_segmentation INFO: Iters: 3210/40000 || Lr: 0.018557 || Task Loss: 0.4242 || KD Loss: 0.0000|| Cost Time: 0:28:20 || Estimated Time: 5:24:49
2023-04-14 00:05:13,215 semantic_segmentation INFO: Iters: 3220/40000 || Lr: 0.018553 || Task Loss: 0.2314 || KD Loss: 0.0000|| Cost Time: 0:28:25 || Estimated Time: 5:24:37
2023-04-14 00:05:17,973 semantic_segmentation INFO: Iters: 3230/40000 || Lr: 0.018548 || Task Loss: 0.4034 || KD Loss: 0.0000|| Cost Time: 0:28:30 || Estimated Time: 5:24:26
2023-04-14 00:05:22,705 semantic_segmentation INFO: Iters: 3240/40000 || Lr: 0.018544 || Task Loss: 0.2266 || KD Loss: 0.0000|| Cost Time: 0:28:34 || Estimated Time: 5:24:14
2023-04-14 00:05:27,418 semantic_segmentation INFO: Iters: 3250/40000 || Lr: 0.018539 || Task Loss: 0.5737 || KD Loss: 0.0000|| Cost Time: 0:28:39 || Estimated Time: 5:24:02
2023-04-14 00:05:32,168 semantic_segmentation INFO: Iters: 3260/40000 || Lr: 0.018535 || Task Loss: 0.3328 || KD Loss: 0.0000|| Cost Time: 0:28:44 || Estimated Time: 5:23:51
2023-04-14 00:05:36,909 semantic_segmentation INFO: Iters: 3270/40000 || Lr: 0.018530 || Task Loss: 0.3621 || KD Loss: 0.0000|| Cost Time: 0:28:49 || Estimated Time: 5:23:39
2023-04-14 00:05:41,683 semantic_segmentation INFO: Iters: 3280/40000 || Lr: 0.018526 || Task Loss: 0.4876 || KD Loss: 0.0000|| Cost Time: 0:28:53 || Estimated Time: 5:23:28
2023-04-14 00:05:46,464 semantic_segmentation INFO: Iters: 3290/40000 || Lr: 0.018521 || Task Loss: 0.3284 || KD Loss: 0.0000|| Cost Time: 0:28:58 || Estimated Time: 5:23:17
2023-04-14 00:05:51,222 semantic_segmentation INFO: Iters: 3300/40000 || Lr: 0.018517 || Task Loss: 0.2542 || KD Loss: 0.0000|| Cost Time: 0:29:03 || Estimated Time: 5:23:06
2023-04-14 00:05:55,935 semantic_segmentation INFO: Iters: 3310/40000 || Lr: 0.018512 || Task Loss: 0.2714 || KD Loss: 0.0000|| Cost Time: 0:29:08 || Estimated Time: 5:22:55
2023-04-14 00:06:00,657 semantic_segmentation INFO: Iters: 3320/40000 || Lr: 0.018508 || Task Loss: 0.2775 || KD Loss: 0.0000|| Cost Time: 0:29:12 || Estimated Time: 5:22:43
2023-04-14 00:06:05,446 semantic_segmentation INFO: Iters: 3330/40000 || Lr: 0.018503 || Task Loss: 0.4435 || KD Loss: 0.0000|| Cost Time: 0:29:17 || Estimated Time: 5:22:33
2023-04-14 00:06:10,190 semantic_segmentation INFO: Iters: 3340/40000 || Lr: 0.018499 || Task Loss: 0.2526 || KD Loss: 0.0000|| Cost Time: 0:29:22 || Estimated Time: 5:22:21
2023-04-14 00:06:14,979 semantic_segmentation INFO: Iters: 3350/40000 || Lr: 0.018494 || Task Loss: 0.3640 || KD Loss: 0.0000|| Cost Time: 0:29:27 || Estimated Time: 5:22:11
2023-04-14 00:06:19,725 semantic_segmentation INFO: Iters: 3360/40000 || Lr: 0.018489 || Task Loss: 0.2802 || KD Loss: 0.0000|| Cost Time: 0:29:31 || Estimated Time: 5:22:00
2023-04-14 00:06:24,482 semantic_segmentation INFO: Iters: 3370/40000 || Lr: 0.018485 || Task Loss: 0.3815 || KD Loss: 0.0000|| Cost Time: 0:29:36 || Estimated Time: 5:21:49
2023-04-14 00:06:29,252 semantic_segmentation INFO: Iters: 3380/40000 || Lr: 0.018480 || Task Loss: 0.3434 || KD Loss: 0.0000|| Cost Time: 0:29:41 || Estimated Time: 5:21:38
2023-04-14 00:06:34,041 semantic_segmentation INFO: Iters: 3390/40000 || Lr: 0.018476 || Task Loss: 0.3611 || KD Loss: 0.0000|| Cost Time: 0:29:46 || Estimated Time: 5:21:28
2023-04-14 00:06:38,791 semantic_segmentation INFO: Iters: 3400/40000 || Lr: 0.018471 || Task Loss: 0.4684 || KD Loss: 0.0000|| Cost Time: 0:29:51 || Estimated Time: 5:21:17
2023-04-14 00:06:43,519 semantic_segmentation INFO: Iters: 3410/40000 || Lr: 0.018467 || Task Loss: 0.2152 || KD Loss: 0.0000|| Cost Time: 0:29:55 || Estimated Time: 5:21:06
2023-04-14 00:06:48,238 semantic_segmentation INFO: Iters: 3420/40000 || Lr: 0.018462 || Task Loss: 0.3678 || KD Loss: 0.0000|| Cost Time: 0:30:00 || Estimated Time: 5:20:55
2023-04-14 00:06:53,019 semantic_segmentation INFO: Iters: 3430/40000 || Lr: 0.018458 || Task Loss: 0.4978 || KD Loss: 0.0000|| Cost Time: 0:30:05 || Estimated Time: 5:20:44
2023-04-14 00:06:57,804 semantic_segmentation INFO: Iters: 3440/40000 || Lr: 0.018453 || Task Loss: 0.4024 || KD Loss: 0.0000|| Cost Time: 0:30:10 || Estimated Time: 5:20:34
2023-04-14 00:07:02,561 semantic_segmentation INFO: Iters: 3450/40000 || Lr: 0.018449 || Task Loss: 0.4533 || KD Loss: 0.0000|| Cost Time: 0:30:14 || Estimated Time: 5:20:23
2023-04-14 00:07:07,284 semantic_segmentation INFO: Iters: 3460/40000 || Lr: 0.018444 || Task Loss: 0.3384 || KD Loss: 0.0000|| Cost Time: 0:30:19 || Estimated Time: 5:20:12
2023-04-14 00:07:12,063 semantic_segmentation INFO: Iters: 3470/40000 || Lr: 0.018440 || Task Loss: 0.3215 || KD Loss: 0.0000|| Cost Time: 0:30:24 || Estimated Time: 5:20:02
2023-04-14 00:07:16,856 semantic_segmentation INFO: Iters: 3480/40000 || Lr: 0.018435 || Task Loss: 0.5322 || KD Loss: 0.0000|| Cost Time: 0:30:29 || Estimated Time: 5:19:52
2023-04-14 00:07:21,631 semantic_segmentation INFO: Iters: 3490/40000 || Lr: 0.018431 || Task Loss: 0.4583 || KD Loss: 0.0000|| Cost Time: 0:30:33 || Estimated Time: 5:19:42
2023-04-14 00:07:26,340 semantic_segmentation INFO: Iters: 3500/40000 || Lr: 0.018426 || Task Loss: 0.4580 || KD Loss: 0.0000|| Cost Time: 0:30:38 || Estimated Time: 5:19:31
2023-04-14 00:07:31,112 semantic_segmentation INFO: Iters: 3510/40000 || Lr: 0.018422 || Task Loss: 0.4188 || KD Loss: 0.0000|| Cost Time: 0:30:43 || Estimated Time: 5:19:20
2023-04-14 00:07:35,857 semantic_segmentation INFO: Iters: 3520/40000 || Lr: 0.018417 || Task Loss: 0.2641 || KD Loss: 0.0000|| Cost Time: 0:30:48 || Estimated Time: 5:19:10
2023-04-14 00:07:40,612 semantic_segmentation INFO: Iters: 3530/40000 || Lr: 0.018413 || Task Loss: 0.5649 || KD Loss: 0.0000|| Cost Time: 0:30:52 || Estimated Time: 5:18:59
2023-04-14 00:07:45,348 semantic_segmentation INFO: Iters: 3540/40000 || Lr: 0.018408 || Task Loss: 0.4047 || KD Loss: 0.0000|| Cost Time: 0:30:57 || Estimated Time: 5:18:49
2023-04-14 00:07:50,182 semantic_segmentation INFO: Iters: 3550/40000 || Lr: 0.018404 || Task Loss: 0.4277 || KD Loss: 0.0000|| Cost Time: 0:31:02 || Estimated Time: 5:18:40
2023-04-14 00:07:54,941 semantic_segmentation INFO: Iters: 3560/40000 || Lr: 0.018399 || Task Loss: 0.3626 || KD Loss: 0.0000|| Cost Time: 0:31:07 || Estimated Time: 5:18:29
2023-04-14 00:07:59,716 semantic_segmentation INFO: Iters: 3570/40000 || Lr: 0.018395 || Task Loss: 0.3406 || KD Loss: 0.0000|| Cost Time: 0:31:11 || Estimated Time: 5:18:19
2023-04-14 00:08:04,484 semantic_segmentation INFO: Iters: 3580/40000 || Lr: 0.018390 || Task Loss: 0.3931 || KD Loss: 0.0000|| Cost Time: 0:31:16 || Estimated Time: 5:18:09
2023-04-14 00:08:09,285 semantic_segmentation INFO: Iters: 3590/40000 || Lr: 0.018386 || Task Loss: 0.4455 || KD Loss: 0.0000|| Cost Time: 0:31:21 || Estimated Time: 5:18:00
2023-04-14 00:08:14,059 semantic_segmentation INFO: Iters: 3600/40000 || Lr: 0.018381 || Task Loss: 0.4670 || KD Loss: 0.0000|| Cost Time: 0:31:26 || Estimated Time: 5:17:50
2023-04-14 00:08:14,514 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:08:16,560 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.373
2023-04-14 00:08:16,698 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.425
2023-04-14 00:08:16,823 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.455
2023-04-14 00:08:17,507 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.488
2023-04-14 00:08:17,604 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.477
2023-04-14 00:08:17,710 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.483
2023-04-14 00:08:17,804 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.486
2023-04-14 00:08:17,886 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.502
2023-04-14 00:08:17,961 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.524
2023-04-14 00:08:18,037 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.510
2023-04-14 00:08:18,111 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.514
2023-04-14 00:08:18,179 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.557
2023-04-14 00:08:18,251 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.941, mIoU: 0.562
2023-04-14 00:08:18,325 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.938, mIoU: 0.553
2023-04-14 00:08:18,401 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.567
2023-04-14 00:08:18,477 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.935, mIoU: 0.563
2023-04-14 00:08:18,550 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.558
2023-04-14 00:08:18,625 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.934, mIoU: 0.562
2023-04-14 00:08:18,703 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.567
2023-04-14 00:08:18,778 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.934, mIoU: 0.574
2023-04-14 00:08:18,854 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.934, mIoU: 0.577
2023-04-14 00:08:18,924 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.558
2023-04-14 00:08:18,997 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.556
2023-04-14 00:08:19,070 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.561
2023-04-14 00:08:19,148 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.577
2023-04-14 00:08:19,229 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.580
2023-04-14 00:08:19,305 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.574
2023-04-14 00:08:19,381 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.573
2023-04-14 00:08:19,457 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.922, mIoU: 0.578
2023-04-14 00:08:19,532 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.572
2023-04-14 00:08:19,601 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.922, mIoU: 0.571
2023-04-14 00:08:19,671 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.572
2023-04-14 00:08:19,748 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.570
2023-04-14 00:08:19,818 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.571
2023-04-14 00:08:19,894 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.572
2023-04-14 00:08:19,975 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.571
2023-04-14 00:08:20,052 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.570
2023-04-14 00:08:20,129 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.922, mIoU: 0.570
2023-04-14 00:08:20,207 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.571
2023-04-14 00:08:20,283 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.572
2023-04-14 00:08:20,358 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.574
2023-04-14 00:08:20,435 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.923, mIoU: 0.575
2023-04-14 00:08:20,510 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.575
2023-04-14 00:08:20,586 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.576
2023-04-14 00:08:20,662 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.574
2023-04-14 00:08:20,737 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.574
2023-04-14 00:08:20,812 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.574
2023-04-14 00:08:20,888 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.574
2023-04-14 00:08:20,960 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.581
2023-04-14 00:08:21,032 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.583
2023-04-14 00:08:21,106 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.927, mIoU: 0.583
2023-04-14 00:08:21,180 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.585
2023-04-14 00:08:21,253 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.584
2023-04-14 00:08:21,329 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.583
2023-04-14 00:08:21,406 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.582
2023-04-14 00:08:21,487 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.585
2023-04-14 00:08:21,566 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.586
2023-04-14 00:08:21,642 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.591
2023-04-14 00:08:21,718 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.594
2023-04-14 00:08:21,793 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.593
2023-04-14 00:08:21,868 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.596
2023-04-14 00:08:21,945 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.598
2023-04-14 00:08:22,025 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.595
2023-04-14 00:08:22,112 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.600
2023-04-14 00:08:22,190 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.601
2023-04-14 00:08:22,272 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.600
2023-04-14 00:08:22,345 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.598
2023-04-14 00:08:22,421 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.598
2023-04-14 00:08:22,495 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.597
2023-04-14 00:08:22,570 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.597
2023-04-14 00:08:22,647 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.597
2023-04-14 00:08:22,725 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-14 00:08:22,799 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.592
2023-04-14 00:08:22,872 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:22,946 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.592
2023-04-14 00:08:23,019 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.592
2023-04-14 00:08:23,088 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.592
2023-04-14 00:08:23,159 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:23,232 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.592
2023-04-14 00:08:23,303 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.593
2023-04-14 00:08:23,378 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.594
2023-04-14 00:08:23,455 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.596
2023-04-14 00:08:23,532 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.594
2023-04-14 00:08:23,606 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.592
2023-04-14 00:08:23,682 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:08:23,756 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.589
2023-04-14 00:08:23,832 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:08:23,905 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:08:23,978 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.590
2023-04-14 00:08:24,056 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.921, mIoU: 0.589
2023-04-14 00:08:24,127 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.589
2023-04-14 00:08:24,201 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.599
2023-04-14 00:08:24,278 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.598
2023-04-14 00:08:24,352 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.598
2023-04-14 00:08:24,427 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.599
2023-04-14 00:08:24,496 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.921, mIoU: 0.599
2023-04-14 00:08:24,572 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.598
2023-04-14 00:08:24,646 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.921, mIoU: 0.598
2023-04-14 00:08:24,718 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.921, mIoU: 0.599
2023-04-14 00:08:24,789 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.599
2023-04-14 00:08:24,859 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.599
2023-04-14 00:08:24,931 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.597
2023-04-14 00:08:24,999 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.596
2023-04-14 00:08:25,071 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.918, mIoU: 0.596
2023-04-14 00:08:25,145 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:08:25,222 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:08:25,300 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:08:25,378 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.597
2023-04-14 00:08:25,456 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:08:25,531 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.919, mIoU: 0.595
2023-04-14 00:08:25,607 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.919, mIoU: 0.595
2023-04-14 00:08:25,681 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.919, mIoU: 0.595
2023-04-14 00:08:25,751 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.595
2023-04-14 00:08:25,824 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.595
2023-04-14 00:08:25,901 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.919, mIoU: 0.595
2023-04-14 00:08:25,977 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.919, mIoU: 0.594
2023-04-14 00:08:26,052 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:08:26,128 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:08:26,206 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.919, mIoU: 0.598
2023-04-14 00:08:26,282 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.598
2023-04-14 00:08:26,356 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:08:26,429 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:08:26,501 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:08:26,576 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.919, mIoU: 0.600
2023-04-14 00:08:26,647 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.601
2023-04-14 00:08:26,725 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.601
2023-04-14 00:08:26,802 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.603
2023-04-14 00:08:26,881 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 00:08:26,957 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.919, mIoU: 0.602
2023-04-14 00:08:27,031 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.920, mIoU: 0.602
2023-04-14 00:08:27,101 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.920, mIoU: 0.602
2023-04-14 00:08:27,173 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.920, mIoU: 0.602
2023-04-14 00:08:27,245 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 00:08:27,320 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.601
2023-04-14 00:08:27,390 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.921, mIoU: 0.600
2023-04-14 00:08:27,464 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.921, mIoU: 0.600
2023-04-14 00:08:27,540 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.600
2023-04-14 00:08:27,613 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.599
2023-04-14 00:08:27,688 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.921, mIoU: 0.600
2023-04-14 00:08:27,765 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.921, mIoU: 0.601
2023-04-14 00:08:27,842 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 00:08:27,916 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.921, mIoU: 0.601
2023-04-14 00:08:27,990 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.921, mIoU: 0.601
2023-04-14 00:08:28,062 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.921, mIoU: 0.601
2023-04-14 00:08:28,134 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.921, mIoU: 0.600
2023-04-14 00:08:28,206 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.920, mIoU: 0.597
2023-04-14 00:08:28,281 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.920, mIoU: 0.597
2023-04-14 00:08:28,356 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.920, mIoU: 0.596
2023-04-14 00:08:28,429 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.596
2023-04-14 00:08:28,506 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.920, mIoU: 0.596
2023-04-14 00:08:28,585 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.595
2023-04-14 00:08:28,665 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-14 00:08:28,743 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.920, mIoU: 0.594
2023-04-14 00:08:28,818 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.920, mIoU: 0.594
2023-04-14 00:08:28,894 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.594
2023-04-14 00:08:28,969 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-14 00:08:29,045 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-14 00:08:29,119 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-14 00:08:29,196 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-14 00:08:29,276 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-14 00:08:29,353 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.593
2023-04-14 00:08:29,424 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.921, mIoU: 0.591
2023-04-14 00:08:29,497 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.921, mIoU: 0.591
2023-04-14 00:08:29,574 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.921, mIoU: 0.590
2023-04-14 00:08:29,645 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.921, mIoU: 0.590
2023-04-14 00:08:29,719 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.921, mIoU: 0.590
2023-04-14 00:08:29,793 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.590
2023-04-14 00:08:29,868 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.922, mIoU: 0.590
2023-04-14 00:08:29,945 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:08:30,025 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:08:30,102 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:08:30,177 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:08:30,252 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:08:30,325 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:30,401 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:30,475 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.922, mIoU: 0.590
2023-04-14 00:08:30,552 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.922, mIoU: 0.590
2023-04-14 00:08:30,630 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:08:30,706 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:08:30,783 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:30,856 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:30,929 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:31,002 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:31,073 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:31,147 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:31,229 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:08:31,308 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.924, mIoU: 0.591
2023-04-14 00:08:31,386 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.924, mIoU: 0.591
2023-04-14 00:08:31,461 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.924, mIoU: 0.591
2023-04-14 00:08:31,538 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.924, mIoU: 0.591
2023-04-14 00:08:31,618 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.924, mIoU: 0.591
2023-04-14 00:08:31,693 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.924, mIoU: 0.591
2023-04-14 00:08:31,770 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.924, mIoU: 0.592
2023-04-14 00:08:31,844 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.924, mIoU: 0.593
2023-04-14 00:08:31,922 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.924, mIoU: 0.593
2023-04-14 00:08:31,995 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.924, mIoU: 0.593
2023-04-14 00:08:32,068 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.924, mIoU: 0.593
2023-04-14 00:08:32,141 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.924, mIoU: 0.592
2023-04-14 00:08:32,213 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.924, mIoU: 0.592
2023-04-14 00:08:32,286 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.924, mIoU: 0.592
2023-04-14 00:08:32,361 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.924, mIoU: 0.595
2023-04-14 00:08:32,431 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.924, mIoU: 0.595
2023-04-14 00:08:32,502 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.925, mIoU: 0.595
2023-04-14 00:08:32,573 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.925, mIoU: 0.595
2023-04-14 00:08:32,642 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.925, mIoU: 0.595
2023-04-14 00:08:32,712 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.925, mIoU: 0.595
2023-04-14 00:08:32,784 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.925, mIoU: 0.595
2023-04-14 00:08:32,863 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.925, mIoU: 0.595
2023-04-14 00:08:32,940 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.925, mIoU: 0.595
2023-04-14 00:08:33,016 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.925, mIoU: 0.594
2023-04-14 00:08:33,094 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.926, mIoU: 0.594
2023-04-14 00:08:33,171 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.926, mIoU: 0.594
2023-04-14 00:08:33,245 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.926, mIoU: 0.595
2023-04-14 00:08:33,320 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.926, mIoU: 0.595
2023-04-14 00:08:33,393 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.926, mIoU: 0.595
2023-04-14 00:08:33,468 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.926, mIoU: 0.595
2023-04-14 00:08:33,538 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.926, mIoU: 0.595
2023-04-14 00:08:33,611 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.926, mIoU: 0.596
2023-04-14 00:08:33,688 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.926, mIoU: 0.596
2023-04-14 00:08:33,762 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.926, mIoU: 0.596
2023-04-14 00:08:33,831 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.926, mIoU: 0.598
2023-04-14 00:08:33,899 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.926, mIoU: 0.599
2023-04-14 00:08:33,968 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.927, mIoU: 0.599
2023-04-14 00:08:34,039 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.927, mIoU: 0.599
2023-04-14 00:08:34,110 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.927, mIoU: 0.599
2023-04-14 00:08:34,181 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.927, mIoU: 0.599
2023-04-14 00:08:34,251 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.927, mIoU: 0.600
2023-04-14 00:08:34,319 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.927, mIoU: 0.599
2023-04-14 00:08:34,390 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.927, mIoU: 0.601
2023-04-14 00:08:34,455 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.926, mIoU: 0.600
2023-04-14 00:08:34,520 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.926, mIoU: 0.600
2023-04-14 00:08:34,584 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.926, mIoU: 0.599
2023-04-14 00:08:34,649 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.926, mIoU: 0.599
2023-04-14 00:08:34,713 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.926, mIoU: 0.599
2023-04-14 00:08:34,778 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.926, mIoU: 0.598
2023-04-14 00:08:34,845 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.926, mIoU: 0.598
2023-04-14 00:08:34,915 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.926, mIoU: 0.599
2023-04-14 00:08:34,987 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.926, mIoU: 0.599
2023-04-14 00:08:35,058 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.926, mIoU: 0.599
2023-04-14 00:08:35,127 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.926, mIoU: 0.599
2023-04-14 00:08:35,197 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.926, mIoU: 0.600
2023-04-14 00:08:35,267 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.926, mIoU: 0.600
2023-04-14 00:08:35,332 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.926, mIoU: 0.600
2023-04-14 00:08:35,399 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.926, mIoU: 0.600
2023-04-14 00:08:35,466 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.926, mIoU: 0.600
2023-04-14 00:08:35,531 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.926, mIoU: 0.601
2023-04-14 00:08:35,596 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.926, mIoU: 0.601
2023-04-14 00:08:35,661 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.926, mIoU: 0.601
2023-04-14 00:08:35,733 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.926, mIoU: 0.600
2023-04-14 00:08:35,806 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.926, mIoU: 0.600
2023-04-14 00:08:36,320 semantic_segmentation INFO: Overall validation pixAcc: 93.397, mIoU: 60.818
2023-04-14 00:08:41,574 semantic_segmentation INFO: Iters: 3610/40000 || Lr: 0.018377 || Task Loss: 0.4255 || KD Loss: 0.0000|| Cost Time: 0:31:53 || Estimated Time: 5:21:29
2023-04-14 00:08:46,351 semantic_segmentation INFO: Iters: 3620/40000 || Lr: 0.018372 || Task Loss: 0.4240 || KD Loss: 0.0000|| Cost Time: 0:31:58 || Estimated Time: 5:21:18
2023-04-14 00:08:51,116 semantic_segmentation INFO: Iters: 3630/40000 || Lr: 0.018367 || Task Loss: 0.3381 || KD Loss: 0.0000|| Cost Time: 0:32:03 || Estimated Time: 5:21:08
2023-04-14 00:08:55,907 semantic_segmentation INFO: Iters: 3640/40000 || Lr: 0.018363 || Task Loss: 0.3131 || KD Loss: 0.0000|| Cost Time: 0:32:08 || Estimated Time: 5:20:57
2023-04-14 00:09:00,723 semantic_segmentation INFO: Iters: 3650/40000 || Lr: 0.018358 || Task Loss: 0.3720 || KD Loss: 0.0000|| Cost Time: 0:32:12 || Estimated Time: 5:20:47
2023-04-14 00:09:05,549 semantic_segmentation INFO: Iters: 3660/40000 || Lr: 0.018354 || Task Loss: 0.6177 || KD Loss: 0.0000|| Cost Time: 0:32:17 || Estimated Time: 5:20:37
2023-04-14 00:09:10,314 semantic_segmentation INFO: Iters: 3670/40000 || Lr: 0.018349 || Task Loss: 0.3208 || KD Loss: 0.0000|| Cost Time: 0:32:22 || Estimated Time: 5:20:27
2023-04-14 00:09:15,086 semantic_segmentation INFO: Iters: 3680/40000 || Lr: 0.018345 || Task Loss: 0.3035 || KD Loss: 0.0000|| Cost Time: 0:32:27 || Estimated Time: 5:20:16
2023-04-14 00:09:19,945 semantic_segmentation INFO: Iters: 3690/40000 || Lr: 0.018340 || Task Loss: 0.4681 || KD Loss: 0.0000|| Cost Time: 0:32:32 || Estimated Time: 5:20:07
2023-04-14 00:09:24,715 semantic_segmentation INFO: Iters: 3700/40000 || Lr: 0.018336 || Task Loss: 0.3607 || KD Loss: 0.0000|| Cost Time: 0:32:36 || Estimated Time: 5:19:56
2023-04-14 00:09:29,526 semantic_segmentation INFO: Iters: 3710/40000 || Lr: 0.018331 || Task Loss: 0.3326 || KD Loss: 0.0000|| Cost Time: 0:32:41 || Estimated Time: 5:19:46
2023-04-14 00:09:34,337 semantic_segmentation INFO: Iters: 3720/40000 || Lr: 0.018327 || Task Loss: 0.3110 || KD Loss: 0.0000|| Cost Time: 0:32:46 || Estimated Time: 5:19:37
2023-04-14 00:09:39,191 semantic_segmentation INFO: Iters: 3730/40000 || Lr: 0.018322 || Task Loss: 0.6016 || KD Loss: 0.0000|| Cost Time: 0:32:51 || Estimated Time: 5:19:27
2023-04-14 00:09:43,965 semantic_segmentation INFO: Iters: 3740/40000 || Lr: 0.018318 || Task Loss: 0.4634 || KD Loss: 0.0000|| Cost Time: 0:32:56 || Estimated Time: 5:19:17
2023-04-14 00:09:48,754 semantic_segmentation INFO: Iters: 3750/40000 || Lr: 0.018313 || Task Loss: 0.4750 || KD Loss: 0.0000|| Cost Time: 0:33:01 || Estimated Time: 5:19:07
2023-04-14 00:09:53,529 semantic_segmentation INFO: Iters: 3760/40000 || Lr: 0.018309 || Task Loss: 0.3816 || KD Loss: 0.0000|| Cost Time: 0:33:05 || Estimated Time: 5:18:56
2023-04-14 00:09:58,296 semantic_segmentation INFO: Iters: 3770/40000 || Lr: 0.018304 || Task Loss: 0.3726 || KD Loss: 0.0000|| Cost Time: 0:33:10 || Estimated Time: 5:18:46
2023-04-14 00:10:03,130 semantic_segmentation INFO: Iters: 3780/40000 || Lr: 0.018300 || Task Loss: 0.4024 || KD Loss: 0.0000|| Cost Time: 0:33:15 || Estimated Time: 5:18:37
2023-04-14 00:10:07,919 semantic_segmentation INFO: Iters: 3790/40000 || Lr: 0.018295 || Task Loss: 0.2337 || KD Loss: 0.0000|| Cost Time: 0:33:20 || Estimated Time: 5:18:27
2023-04-14 00:10:12,702 semantic_segmentation INFO: Iters: 3800/40000 || Lr: 0.018291 || Task Loss: 0.3844 || KD Loss: 0.0000|| Cost Time: 0:33:24 || Estimated Time: 5:18:17
2023-04-14 00:10:17,509 semantic_segmentation INFO: Iters: 3810/40000 || Lr: 0.018286 || Task Loss: 0.3117 || KD Loss: 0.0000|| Cost Time: 0:33:29 || Estimated Time: 5:18:07
2023-04-14 00:10:22,333 semantic_segmentation INFO: Iters: 3820/40000 || Lr: 0.018282 || Task Loss: 0.3239 || KD Loss: 0.0000|| Cost Time: 0:33:34 || Estimated Time: 5:17:58
2023-04-14 00:10:27,141 semantic_segmentation INFO: Iters: 3830/40000 || Lr: 0.018277 || Task Loss: 0.3574 || KD Loss: 0.0000|| Cost Time: 0:33:39 || Estimated Time: 5:17:48
2023-04-14 00:10:31,881 semantic_segmentation INFO: Iters: 3840/40000 || Lr: 0.018273 || Task Loss: 0.3461 || KD Loss: 0.0000|| Cost Time: 0:33:44 || Estimated Time: 5:17:38
2023-04-14 00:10:36,694 semantic_segmentation INFO: Iters: 3850/40000 || Lr: 0.018268 || Task Loss: 0.4238 || KD Loss: 0.0000|| Cost Time: 0:33:48 || Estimated Time: 5:17:28
2023-04-14 00:10:41,508 semantic_segmentation INFO: Iters: 3860/40000 || Lr: 0.018263 || Task Loss: 0.4126 || KD Loss: 0.0000|| Cost Time: 0:33:53 || Estimated Time: 5:17:19
2023-04-14 00:10:46,334 semantic_segmentation INFO: Iters: 3870/40000 || Lr: 0.018259 || Task Loss: 0.5815 || KD Loss: 0.0000|| Cost Time: 0:33:58 || Estimated Time: 5:17:09
2023-04-14 00:10:51,137 semantic_segmentation INFO: Iters: 3880/40000 || Lr: 0.018254 || Task Loss: 0.3653 || KD Loss: 0.0000|| Cost Time: 0:34:03 || Estimated Time: 5:17:00
2023-04-14 00:10:55,933 semantic_segmentation INFO: Iters: 3890/40000 || Lr: 0.018250 || Task Loss: 0.3856 || KD Loss: 0.0000|| Cost Time: 0:34:08 || Estimated Time: 5:16:50
2023-04-14 00:11:00,700 semantic_segmentation INFO: Iters: 3900/40000 || Lr: 0.018245 || Task Loss: 0.2640 || KD Loss: 0.0000|| Cost Time: 0:34:12 || Estimated Time: 5:16:40
2023-04-14 00:11:05,465 semantic_segmentation INFO: Iters: 3910/40000 || Lr: 0.018241 || Task Loss: 0.4394 || KD Loss: 0.0000|| Cost Time: 0:34:17 || Estimated Time: 5:16:30
2023-04-14 00:11:10,322 semantic_segmentation INFO: Iters: 3920/40000 || Lr: 0.018236 || Task Loss: 0.5264 || KD Loss: 0.0000|| Cost Time: 0:34:22 || Estimated Time: 5:16:21
2023-04-14 00:11:15,088 semantic_segmentation INFO: Iters: 3930/40000 || Lr: 0.018232 || Task Loss: 0.4410 || KD Loss: 0.0000|| Cost Time: 0:34:27 || Estimated Time: 5:16:12
2023-04-14 00:11:19,910 semantic_segmentation INFO: Iters: 3940/40000 || Lr: 0.018227 || Task Loss: 0.2079 || KD Loss: 0.0000|| Cost Time: 0:34:32 || Estimated Time: 5:16:02
2023-04-14 00:11:24,724 semantic_segmentation INFO: Iters: 3950/40000 || Lr: 0.018223 || Task Loss: 0.5559 || KD Loss: 0.0000|| Cost Time: 0:34:36 || Estimated Time: 5:15:53
2023-04-14 00:11:29,570 semantic_segmentation INFO: Iters: 3960/40000 || Lr: 0.018218 || Task Loss: 0.3529 || KD Loss: 0.0000|| Cost Time: 0:34:41 || Estimated Time: 5:15:44
2023-04-14 00:11:34,347 semantic_segmentation INFO: Iters: 3970/40000 || Lr: 0.018214 || Task Loss: 0.2529 || KD Loss: 0.0000|| Cost Time: 0:34:46 || Estimated Time: 5:15:34
2023-04-14 00:11:39,132 semantic_segmentation INFO: Iters: 3980/40000 || Lr: 0.018209 || Task Loss: 0.3400 || KD Loss: 0.0000|| Cost Time: 0:34:51 || Estimated Time: 5:15:25
2023-04-14 00:11:43,918 semantic_segmentation INFO: Iters: 3990/40000 || Lr: 0.018205 || Task Loss: 0.2701 || KD Loss: 0.0000|| Cost Time: 0:34:56 || Estimated Time: 5:15:15
2023-04-14 00:11:48,747 semantic_segmentation INFO: Iters: 4000/40000 || Lr: 0.018200 || Task Loss: 0.4892 || KD Loss: 0.0000|| Cost Time: 0:35:01 || Estimated Time: 5:15:06
2023-04-14 00:11:49,073 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:11:51,226 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.940, mIoU: 0.352
2023-04-14 00:11:51,461 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.950, mIoU: 0.412
2023-04-14 00:11:51,595 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.444
2023-04-14 00:11:52,076 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.476
2023-04-14 00:11:52,219 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.468
2023-04-14 00:11:52,347 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.473
2023-04-14 00:11:52,470 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.504
2023-04-14 00:11:52,599 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.522
2023-04-14 00:11:52,738 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.537
2023-04-14 00:11:53,017 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.554
2023-04-14 00:11:53,623 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.555
2023-04-14 00:11:53,745 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.582
2023-04-14 00:11:53,975 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.578
2023-04-14 00:11:54,112 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.578
2023-04-14 00:11:54,215 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.585
2023-04-14 00:11:54,325 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.578
2023-04-14 00:11:54,465 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.572
2023-04-14 00:11:54,558 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.574
2023-04-14 00:11:54,661 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.579
2023-04-14 00:11:54,820 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.935, mIoU: 0.587
2023-04-14 00:11:55,027 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.589
2023-04-14 00:11:55,343 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.579
2023-04-14 00:11:55,583 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.581
2023-04-14 00:11:56,019 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.590
2023-04-14 00:11:56,241 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.602
2023-04-14 00:11:56,637 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.605
2023-04-14 00:11:56,810 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.596
2023-04-14 00:11:57,376 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.594
2023-04-14 00:11:57,649 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.600
2023-04-14 00:11:57,818 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.601
2023-04-14 00:11:57,974 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.599
2023-04-14 00:11:58,107 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.598
2023-04-14 00:11:58,266 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.600
2023-04-14 00:11:58,392 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.599
2023-04-14 00:11:58,581 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.602
2023-04-14 00:11:58,728 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.600
2023-04-14 00:11:58,856 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.598
2023-04-14 00:11:58,975 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.924, mIoU: 0.598
2023-04-14 00:11:59,057 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.594
2023-04-14 00:11:59,140 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.595
2023-04-14 00:11:59,216 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.925, mIoU: 0.597
2023-04-14 00:11:59,286 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.597
2023-04-14 00:11:59,361 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.598
2023-04-14 00:11:59,439 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.598
2023-04-14 00:11:59,516 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.597
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2023-04-14 00:11:59,670 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.597
2023-04-14 00:11:59,741 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.596
2023-04-14 00:11:59,815 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.602
2023-04-14 00:11:59,887 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.604
2023-04-14 00:11:59,963 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.603
2023-04-14 00:12:00,047 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.603
2023-04-14 00:12:00,121 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.602
2023-04-14 00:12:00,201 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.600
2023-04-14 00:12:00,284 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.599
2023-04-14 00:12:00,356 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.601
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2023-04-14 00:12:00,509 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.607
2023-04-14 00:12:00,581 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.612
2023-04-14 00:12:00,659 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:12:00,733 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-14 00:12:00,812 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.616
2023-04-14 00:12:00,884 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.615
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2023-04-14 00:12:01,031 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.618
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2023-04-14 00:12:01,179 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 00:12:01,254 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.924, mIoU: 0.618
2023-04-14 00:12:01,331 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-14 00:12:01,402 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.616
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2023-04-14 00:12:01,554 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.925, mIoU: 0.615
2023-04-14 00:12:01,631 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.925, mIoU: 0.613
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2023-04-14 00:12:01,784 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-14 00:12:01,856 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-14 00:12:01,927 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-14 00:12:01,997 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.926, mIoU: 0.614
2023-04-14 00:12:02,067 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.614
2023-04-14 00:12:02,138 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.615
2023-04-14 00:12:02,215 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 00:12:02,285 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.926, mIoU: 0.618
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2023-04-14 00:12:02,432 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-14 00:12:02,501 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.922, mIoU: 0.610
2023-04-14 00:12:02,578 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.610
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2023-04-14 00:12:02,808 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.611
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2023-04-14 00:12:03,251 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.615
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2023-04-14 00:12:03,399 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.613
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2023-04-14 00:12:03,631 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.922, mIoU: 0.613
2023-04-14 00:12:03,706 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.920, mIoU: 0.612
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2023-04-14 00:12:04,169 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-14 00:12:04,243 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-14 00:12:04,317 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-14 00:12:04,388 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.920, mIoU: 0.608
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2023-04-14 00:12:04,529 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.920, mIoU: 0.608
2023-04-14 00:12:04,602 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.920, mIoU: 0.607
2023-04-14 00:12:04,671 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.920, mIoU: 0.607
2023-04-14 00:12:04,750 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.921, mIoU: 0.607
2023-04-14 00:12:04,826 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.921, mIoU: 0.607
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2023-04-14 00:12:05,054 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.920, mIoU: 0.606
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2023-04-14 00:12:05,203 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.920, mIoU: 0.605
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2023-04-14 00:12:05,498 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.920, mIoU: 0.609
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2023-04-14 00:12:06,173 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.922, mIoU: 0.609
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2023-04-14 00:12:06,555 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.921, mIoU: 0.609
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2023-04-14 00:12:06,703 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.921, mIoU: 0.611
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2023-04-14 00:12:11,521 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.925, mIoU: 0.608
2023-04-14 00:12:11,597 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.925, mIoU: 0.608
2023-04-14 00:12:11,682 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.925, mIoU: 0.608
2023-04-14 00:12:11,756 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.925, mIoU: 0.608
2023-04-14 00:12:11,829 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.925, mIoU: 0.608
2023-04-14 00:12:11,908 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.925, mIoU: 0.608
2023-04-14 00:12:11,984 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:12:12,055 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:12:12,133 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.926, mIoU: 0.611
2023-04-14 00:12:12,203 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.926, mIoU: 0.611
2023-04-14 00:12:12,278 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.926, mIoU: 0.611
2023-04-14 00:12:12,352 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.926, mIoU: 0.611
2023-04-14 00:12:12,425 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.926, mIoU: 0.611
2023-04-14 00:12:12,502 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.926, mIoU: 0.611
2023-04-14 00:12:12,577 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.926, mIoU: 0.611
2023-04-14 00:12:12,643 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.926, mIoU: 0.615
2023-04-14 00:12:12,710 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.926, mIoU: 0.615
2023-04-14 00:12:12,775 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.926, mIoU: 0.615
2023-04-14 00:12:12,839 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-14 00:12:12,903 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-14 00:12:12,968 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-14 00:12:13,033 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-14 00:12:13,098 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-14 00:12:13,163 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.926, mIoU: 0.610
2023-04-14 00:12:13,229 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 00:12:13,295 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:13,361 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:13,431 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:13,501 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:13,570 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:13,639 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:13,707 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 00:12:13,776 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 00:12:13,845 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:13,915 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.926, mIoU: 0.607
2023-04-14 00:12:13,984 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:14,053 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:14,120 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:14,189 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 00:12:14,258 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 00:12:14,330 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.926, mIoU: 0.610
2023-04-14 00:12:14,397 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.926, mIoU: 0.610
2023-04-14 00:12:14,460 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.926, mIoU: 0.607
2023-04-14 00:12:14,526 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.926, mIoU: 0.607
2023-04-14 00:12:14,594 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:12:15,116 semantic_segmentation INFO: Overall validation pixAcc: 93.359, mIoU: 61.503
2023-04-14 00:12:20,192 semantic_segmentation INFO: Iters: 4010/40000 || Lr: 0.018196 || Task Loss: 0.2925 || KD Loss: 0.0000|| Cost Time: 0:35:32 || Estimated Time: 5:18:56
2023-04-14 00:12:48,706 semantic_segmentation INFO: Iters: 4020/40000 || Lr: 0.018191 || Task Loss: 0.2932 || KD Loss: 0.0000|| Cost Time: 0:36:00 || Estimated Time: 5:22:18
2023-04-14 00:12:53,391 semantic_segmentation INFO: Iters: 4030/40000 || Lr: 0.018187 || Task Loss: 0.2513 || KD Loss: 0.0000|| Cost Time: 0:36:05 || Estimated Time: 5:22:07
2023-04-14 00:12:58,039 semantic_segmentation INFO: Iters: 4040/40000 || Lr: 0.018182 || Task Loss: 0.3547 || KD Loss: 0.0000|| Cost Time: 0:36:10 || Estimated Time: 5:21:55
2023-04-14 00:14:12,885 semantic_segmentation INFO: Iters: 4050/40000 || Lr: 0.018178 || Task Loss: 0.3119 || KD Loss: 0.0000|| Cost Time: 0:37:25 || Estimated Time: 5:32:06
2023-04-14 00:14:18,115 semantic_segmentation INFO: Iters: 4060/40000 || Lr: 0.018173 || Task Loss: 0.2803 || KD Loss: 0.0000|| Cost Time: 0:37:30 || Estimated Time: 5:31:58
2023-04-14 00:14:22,969 semantic_segmentation INFO: Iters: 4070/40000 || Lr: 0.018168 || Task Loss: 0.3625 || KD Loss: 0.0000|| Cost Time: 0:37:35 || Estimated Time: 5:31:47
2023-04-14 00:14:27,876 semantic_segmentation INFO: Iters: 4080/40000 || Lr: 0.018164 || Task Loss: 0.3789 || KD Loss: 0.0000|| Cost Time: 0:37:40 || Estimated Time: 5:31:35
2023-04-14 00:14:33,106 semantic_segmentation INFO: Iters: 4090/40000 || Lr: 0.018159 || Task Loss: 0.3159 || KD Loss: 0.0000|| Cost Time: 0:37:45 || Estimated Time: 5:31:27
2023-04-14 00:14:37,846 semantic_segmentation INFO: Iters: 4100/40000 || Lr: 0.018155 || Task Loss: 0.4191 || KD Loss: 0.0000|| Cost Time: 0:37:50 || Estimated Time: 5:31:15
2023-04-14 00:14:42,538 semantic_segmentation INFO: Iters: 4110/40000 || Lr: 0.018150 || Task Loss: 0.3271 || KD Loss: 0.0000|| Cost Time: 0:37:54 || Estimated Time: 5:31:02
2023-04-14 00:14:47,207 semantic_segmentation INFO: Iters: 4120/40000 || Lr: 0.018146 || Task Loss: 0.3363 || KD Loss: 0.0000|| Cost Time: 0:37:59 || Estimated Time: 5:30:49
2023-04-14 00:14:51,835 semantic_segmentation INFO: Iters: 4130/40000 || Lr: 0.018141 || Task Loss: 0.3329 || KD Loss: 0.0000|| Cost Time: 0:38:04 || Estimated Time: 5:30:35
2023-04-14 00:14:56,454 semantic_segmentation INFO: Iters: 4140/40000 || Lr: 0.018137 || Task Loss: 0.3331 || KD Loss: 0.0000|| Cost Time: 0:38:08 || Estimated Time: 5:30:22
2023-04-14 00:15:01,076 semantic_segmentation INFO: Iters: 4150/40000 || Lr: 0.018132 || Task Loss: 0.3479 || KD Loss: 0.0000|| Cost Time: 0:38:13 || Estimated Time: 5:30:08
2023-04-14 00:15:05,655 semantic_segmentation INFO: Iters: 4160/40000 || Lr: 0.018128 || Task Loss: 0.3039 || KD Loss: 0.0000|| Cost Time: 0:38:17 || Estimated Time: 5:29:55
2023-04-14 00:15:10,294 semantic_segmentation INFO: Iters: 4170/40000 || Lr: 0.018123 || Task Loss: 0.3888 || KD Loss: 0.0000|| Cost Time: 0:38:22 || Estimated Time: 5:29:42
2023-04-14 00:15:14,923 semantic_segmentation INFO: Iters: 4180/40000 || Lr: 0.018119 || Task Loss: 0.2772 || KD Loss: 0.0000|| Cost Time: 0:38:27 || Estimated Time: 5:29:28
2023-04-14 00:15:19,555 semantic_segmentation INFO: Iters: 4190/40000 || Lr: 0.018114 || Task Loss: 0.4386 || KD Loss: 0.0000|| Cost Time: 0:38:31 || Estimated Time: 5:29:15
2023-04-14 00:15:24,283 semantic_segmentation INFO: Iters: 4200/40000 || Lr: 0.018110 || Task Loss: 0.3033 || KD Loss: 0.0000|| Cost Time: 0:38:36 || Estimated Time: 5:29:03
2023-04-14 00:15:28,972 semantic_segmentation INFO: Iters: 4210/40000 || Lr: 0.018105 || Task Loss: 0.3709 || KD Loss: 0.0000|| Cost Time: 0:38:41 || Estimated Time: 5:28:50
2023-04-14 00:15:33,667 semantic_segmentation INFO: Iters: 4220/40000 || Lr: 0.018101 || Task Loss: 0.2897 || KD Loss: 0.0000|| Cost Time: 0:38:45 || Estimated Time: 5:28:38
2023-04-14 00:15:38,373 semantic_segmentation INFO: Iters: 4230/40000 || Lr: 0.018096 || Task Loss: 0.2962 || KD Loss: 0.0000|| Cost Time: 0:38:50 || Estimated Time: 5:28:26
2023-04-14 00:15:43,029 semantic_segmentation INFO: Iters: 4240/40000 || Lr: 0.018092 || Task Loss: 0.2992 || KD Loss: 0.0000|| Cost Time: 0:38:55 || Estimated Time: 5:28:13
2023-04-14 00:15:47,723 semantic_segmentation INFO: Iters: 4250/40000 || Lr: 0.018087 || Task Loss: 0.4299 || KD Loss: 0.0000|| Cost Time: 0:38:59 || Estimated Time: 5:28:01
2023-04-14 00:15:52,442 semantic_segmentation INFO: Iters: 4260/40000 || Lr: 0.018082 || Task Loss: 0.2800 || KD Loss: 0.0000|| Cost Time: 0:39:04 || Estimated Time: 5:27:49
2023-04-14 00:15:57,148 semantic_segmentation INFO: Iters: 4270/40000 || Lr: 0.018078 || Task Loss: 0.3245 || KD Loss: 0.0000|| Cost Time: 0:39:09 || Estimated Time: 5:27:36
2023-04-14 00:16:01,884 semantic_segmentation INFO: Iters: 4280/40000 || Lr: 0.018073 || Task Loss: 0.3674 || KD Loss: 0.0000|| Cost Time: 0:39:14 || Estimated Time: 5:27:25
2023-04-14 00:16:06,617 semantic_segmentation INFO: Iters: 4290/40000 || Lr: 0.018069 || Task Loss: 0.2320 || KD Loss: 0.0000|| Cost Time: 0:39:18 || Estimated Time: 5:27:13
2023-04-14 00:16:11,337 semantic_segmentation INFO: Iters: 4300/40000 || Lr: 0.018064 || Task Loss: 0.4616 || KD Loss: 0.0000|| Cost Time: 0:39:23 || Estimated Time: 5:27:01
2023-04-14 00:16:16,077 semantic_segmentation INFO: Iters: 4310/40000 || Lr: 0.018060 || Task Loss: 0.3287 || KD Loss: 0.0000|| Cost Time: 0:39:28 || Estimated Time: 5:26:49
2023-04-14 00:16:20,802 semantic_segmentation INFO: Iters: 4320/40000 || Lr: 0.018055 || Task Loss: 0.3620 || KD Loss: 0.0000|| Cost Time: 0:39:33 || Estimated Time: 5:26:37
2023-04-14 00:16:25,512 semantic_segmentation INFO: Iters: 4330/40000 || Lr: 0.018051 || Task Loss: 0.4567 || KD Loss: 0.0000|| Cost Time: 0:39:37 || Estimated Time: 5:26:25
2023-04-14 00:16:30,263 semantic_segmentation INFO: Iters: 4340/40000 || Lr: 0.018046 || Task Loss: 0.3722 || KD Loss: 0.0000|| Cost Time: 0:39:42 || Estimated Time: 5:26:14
2023-04-14 00:16:35,048 semantic_segmentation INFO: Iters: 4350/40000 || Lr: 0.018042 || Task Loss: 0.2803 || KD Loss: 0.0000|| Cost Time: 0:39:47 || Estimated Time: 5:26:02
2023-04-14 00:16:39,823 semantic_segmentation INFO: Iters: 4360/40000 || Lr: 0.018037 || Task Loss: 0.2950 || KD Loss: 0.0000|| Cost Time: 0:39:52 || Estimated Time: 5:25:51
2023-04-14 00:16:44,520 semantic_segmentation INFO: Iters: 4370/40000 || Lr: 0.018033 || Task Loss: 0.4877 || KD Loss: 0.0000|| Cost Time: 0:39:56 || Estimated Time: 5:25:39
2023-04-14 00:16:49,263 semantic_segmentation INFO: Iters: 4380/40000 || Lr: 0.018028 || Task Loss: 0.3606 || KD Loss: 0.0000|| Cost Time: 0:40:01 || Estimated Time: 5:25:27
2023-04-14 00:16:54,015 semantic_segmentation INFO: Iters: 4390/40000 || Lr: 0.018024 || Task Loss: 0.2589 || KD Loss: 0.0000|| Cost Time: 0:40:06 || Estimated Time: 5:25:16
2023-04-14 00:16:58,756 semantic_segmentation INFO: Iters: 4400/40000 || Lr: 0.018019 || Task Loss: 0.2559 || KD Loss: 0.0000|| Cost Time: 0:40:11 || Estimated Time: 5:25:05
2023-04-14 00:16:59,069 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:17:00,760 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.937, mIoU: 0.364
2023-04-14 00:17:00,967 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.948, mIoU: 0.416
2023-04-14 00:17:01,291 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.441
2023-04-14 00:17:01,451 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.467
2023-04-14 00:17:01,606 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.457
2023-04-14 00:17:01,779 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.465
2023-04-14 00:17:01,914 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.952, mIoU: 0.485
2023-04-14 00:17:02,022 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.500
2023-04-14 00:17:02,108 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.951, mIoU: 0.513
2023-04-14 00:17:02,196 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.542
2023-04-14 00:17:02,273 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.552
2023-04-14 00:17:02,354 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.941, mIoU: 0.574
2023-04-14 00:17:02,427 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.938, mIoU: 0.562
2023-04-14 00:17:02,500 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.554
2023-04-14 00:17:02,573 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.932, mIoU: 0.542
2023-04-14 00:17:02,644 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.538
2023-04-14 00:17:02,718 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.931, mIoU: 0.534
2023-04-14 00:17:02,788 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.536
2023-04-14 00:17:02,857 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.929, mIoU: 0.541
2023-04-14 00:17:02,927 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.547
2023-04-14 00:17:03,003 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.548
2023-04-14 00:17:03,076 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.565
2023-04-14 00:17:03,149 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.569
2023-04-14 00:17:03,223 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 00:17:03,299 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.920, mIoU: 0.590
2023-04-14 00:17:03,373 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.920, mIoU: 0.592
2023-04-14 00:17:03,448 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.920, mIoU: 0.584
2023-04-14 00:17:03,522 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.919, mIoU: 0.581
2023-04-14 00:17:03,599 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.918, mIoU: 0.584
2023-04-14 00:17:03,670 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.918, mIoU: 0.592
2023-04-14 00:17:03,742 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.918, mIoU: 0.591
2023-04-14 00:17:03,814 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.918, mIoU: 0.591
2023-04-14 00:17:03,885 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.592
2023-04-14 00:17:03,958 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.590
2023-04-14 00:17:04,034 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.919, mIoU: 0.592
2023-04-14 00:17:04,110 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.919, mIoU: 0.591
2023-04-14 00:17:04,185 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.919, mIoU: 0.589
2023-04-14 00:17:04,259 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.918, mIoU: 0.588
2023-04-14 00:17:04,340 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.917, mIoU: 0.584
2023-04-14 00:17:04,412 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.918, mIoU: 0.584
2023-04-14 00:17:04,488 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.918, mIoU: 0.582
2023-04-14 00:17:04,561 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.919, mIoU: 0.581
2023-04-14 00:17:04,629 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.919, mIoU: 0.583
2023-04-14 00:17:04,700 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.584
2023-04-14 00:17:04,772 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.920, mIoU: 0.581
2023-04-14 00:17:04,847 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.581
2023-04-14 00:17:04,926 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.922, mIoU: 0.581
2023-04-14 00:17:04,999 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.580
2023-04-14 00:17:05,076 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.923, mIoU: 0.585
2023-04-14 00:17:05,151 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.587
2023-04-14 00:17:05,225 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.585
2023-04-14 00:17:05,294 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.920, mIoU: 0.583
2023-04-14 00:17:05,366 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.582
2023-04-14 00:17:05,439 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.919, mIoU: 0.580
2023-04-14 00:17:05,524 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.918, mIoU: 0.579
2023-04-14 00:17:05,597 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.918, mIoU: 0.577
2023-04-14 00:17:05,670 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.918, mIoU: 0.578
2023-04-14 00:17:05,743 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.919, mIoU: 0.583
2023-04-14 00:17:05,821 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.919, mIoU: 0.587
2023-04-14 00:17:05,895 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.919, mIoU: 0.586
2023-04-14 00:17:05,971 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.919, mIoU: 0.588
2023-04-14 00:17:06,047 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.919, mIoU: 0.589
2023-04-14 00:17:06,121 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.919, mIoU: 0.588
2023-04-14 00:17:06,192 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.918, mIoU: 0.583
2023-04-14 00:17:06,261 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.917, mIoU: 0.584
2023-04-14 00:17:06,326 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.917, mIoU: 0.584
2023-04-14 00:17:06,397 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.916, mIoU: 0.584
2023-04-14 00:17:06,472 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.916, mIoU: 0.584
2023-04-14 00:17:06,547 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.916, mIoU: 0.583
2023-04-14 00:17:06,621 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.582
2023-04-14 00:17:06,691 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.917, mIoU: 0.583
2023-04-14 00:17:06,759 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.583
2023-04-14 00:17:06,828 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.917, mIoU: 0.582
2023-04-14 00:17:06,902 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.917, mIoU: 0.581
2023-04-14 00:17:06,977 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.917, mIoU: 0.583
2023-04-14 00:17:07,053 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.917, mIoU: 0.582
2023-04-14 00:17:07,131 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.917, mIoU: 0.583
2023-04-14 00:17:07,205 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.917, mIoU: 0.583
2023-04-14 00:17:07,281 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.917, mIoU: 0.583
2023-04-14 00:17:07,355 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.917, mIoU: 0.583
2023-04-14 00:17:07,427 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.584
2023-04-14 00:17:07,499 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.917, mIoU: 0.584
2023-04-14 00:17:07,575 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.917, mIoU: 0.583
2023-04-14 00:17:07,647 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.916, mIoU: 0.581
2023-04-14 00:17:07,718 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.914, mIoU: 0.576
2023-04-14 00:17:07,790 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.914, mIoU: 0.576
2023-04-14 00:17:07,863 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.914, mIoU: 0.576
2023-04-14 00:17:07,938 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.914, mIoU: 0.576
2023-04-14 00:17:08,014 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.914, mIoU: 0.577
2023-04-14 00:17:08,086 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.915, mIoU: 0.577
2023-04-14 00:17:08,159 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.915, mIoU: 0.577
2023-04-14 00:17:08,228 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.572
2023-04-14 00:17:08,300 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.914, mIoU: 0.572
2023-04-14 00:17:08,373 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.914, mIoU: 0.572
2023-04-14 00:17:08,451 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.915, mIoU: 0.573
2023-04-14 00:17:08,520 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.915, mIoU: 0.573
2023-04-14 00:17:08,589 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.915, mIoU: 0.571
2023-04-14 00:17:08,659 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.915, mIoU: 0.571
2023-04-14 00:17:08,728 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.914, mIoU: 0.570
2023-04-14 00:17:08,798 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.914, mIoU: 0.571
2023-04-14 00:17:08,870 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.911, mIoU: 0.569
2023-04-14 00:17:08,945 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.911, mIoU: 0.568
2023-04-14 00:17:09,018 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.911, mIoU: 0.567
2023-04-14 00:17:09,096 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.911, mIoU: 0.567
2023-04-14 00:17:09,175 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.911, mIoU: 0.568
2023-04-14 00:17:09,252 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.912, mIoU: 0.568
2023-04-14 00:17:09,326 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.912, mIoU: 0.568
2023-04-14 00:17:09,398 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.912, mIoU: 0.568
2023-04-14 00:17:09,474 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.912, mIoU: 0.568
2023-04-14 00:17:09,545 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.912, mIoU: 0.566
2023-04-14 00:17:09,615 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.912, mIoU: 0.567
2023-04-14 00:17:09,683 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.911, mIoU: 0.566
2023-04-14 00:17:09,757 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:17:09,826 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:17:09,902 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:17:09,979 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:17:10,057 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:17:10,131 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.912, mIoU: 0.566
2023-04-14 00:17:10,207 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.911, mIoU: 0.562
2023-04-14 00:17:10,281 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.911, mIoU: 0.562
2023-04-14 00:17:10,355 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:17:10,430 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:17:10,500 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:17:10,571 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.911, mIoU: 0.563
2023-04-14 00:17:10,642 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.911, mIoU: 0.563
2023-04-14 00:17:10,710 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.911, mIoU: 0.563
2023-04-14 00:17:10,791 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.911, mIoU: 0.566
2023-04-14 00:17:10,871 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.912, mIoU: 0.566
2023-04-14 00:17:10,946 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.911, mIoU: 0.565
2023-04-14 00:17:11,018 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:17:11,091 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:17:11,165 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.912, mIoU: 0.566
2023-04-14 00:17:11,242 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:17:11,312 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:17:11,384 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:11,452 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.914, mIoU: 0.564
2023-04-14 00:17:11,528 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.914, mIoU: 0.564
2023-04-14 00:17:11,602 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:11,672 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.913, mIoU: 0.566
2023-04-14 00:17:11,740 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:11,811 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:17:11,884 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:17:11,959 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:12,038 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:12,111 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:12,187 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.913, mIoU: 0.566
2023-04-14 00:17:12,260 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.913, mIoU: 0.566
2023-04-14 00:17:12,332 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:17:12,403 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:17:12,477 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:17:12,548 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:12,617 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:12,684 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:12,756 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:17:12,826 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.913, mIoU: 0.563
2023-04-14 00:17:12,898 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.913, mIoU: 0.563
2023-04-14 00:17:12,968 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.913, mIoU: 0.563
2023-04-14 00:17:13,042 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.913, mIoU: 0.562
2023-04-14 00:17:13,116 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.913, mIoU: 0.562
2023-04-14 00:17:13,194 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.913, mIoU: 0.562
2023-04-14 00:17:13,269 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.913, mIoU: 0.561
2023-04-14 00:17:13,343 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.913, mIoU: 0.560
2023-04-14 00:17:13,417 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.913, mIoU: 0.559
2023-04-14 00:17:13,492 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.913, mIoU: 0.559
2023-04-14 00:17:13,570 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.913, mIoU: 0.559
2023-04-14 00:17:13,644 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.913, mIoU: 0.559
2023-04-14 00:17:13,718 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.914, mIoU: 0.559
2023-04-14 00:17:13,791 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.914, mIoU: 0.560
2023-04-14 00:17:13,865 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.914, mIoU: 0.560
2023-04-14 00:17:13,938 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.914, mIoU: 0.560
2023-04-14 00:17:14,014 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.914, mIoU: 0.560
2023-04-14 00:17:14,092 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:14,167 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.915, mIoU: 0.559
2023-04-14 00:17:14,240 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.915, mIoU: 0.559
2023-04-14 00:17:14,316 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:14,387 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:14,458 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:14,526 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.915, mIoU: 0.561
2023-04-14 00:17:14,596 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.914, mIoU: 0.560
2023-04-14 00:17:14,669 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.914, mIoU: 0.560
2023-04-14 00:17:14,738 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.914, mIoU: 0.560
2023-04-14 00:17:14,809 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:14,887 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:14,962 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:15,036 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:15,111 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:15,182 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:15,257 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.915, mIoU: 0.560
2023-04-14 00:17:15,332 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.916, mIoU: 0.560
2023-04-14 00:17:15,406 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.916, mIoU: 0.560
2023-04-14 00:17:15,482 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.916, mIoU: 0.561
2023-04-14 00:17:15,554 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.916, mIoU: 0.560
2023-04-14 00:17:15,626 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.916, mIoU: 0.558
2023-04-14 00:17:15,698 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.916, mIoU: 0.558
2023-04-14 00:17:15,769 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.916, mIoU: 0.558
2023-04-14 00:17:15,838 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.916, mIoU: 0.558
2023-04-14 00:17:15,911 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.916, mIoU: 0.558
2023-04-14 00:17:15,988 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,062 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,138 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,216 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.916, mIoU: 0.558
2023-04-14 00:17:16,294 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,365 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,441 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,511 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,581 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,652 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,732 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,809 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.916, mIoU: 0.557
2023-04-14 00:17:16,883 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.917, mIoU: 0.556
2023-04-14 00:17:16,956 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.917, mIoU: 0.557
2023-04-14 00:17:17,027 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.917, mIoU: 0.557
2023-04-14 00:17:17,101 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.917, mIoU: 0.557
2023-04-14 00:17:17,176 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.917, mIoU: 0.558
2023-04-14 00:17:17,251 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.917, mIoU: 0.558
2023-04-14 00:17:17,324 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.917, mIoU: 0.558
2023-04-14 00:17:17,395 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.917, mIoU: 0.558
2023-04-14 00:17:17,466 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.917, mIoU: 0.558
2023-04-14 00:17:17,539 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.918, mIoU: 0.558
2023-04-14 00:17:17,610 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.918, mIoU: 0.558
2023-04-14 00:17:17,680 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.918, mIoU: 0.562
2023-04-14 00:17:17,749 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.917, mIoU: 0.563
2023-04-14 00:17:17,818 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.918, mIoU: 0.563
2023-04-14 00:17:17,887 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.918, mIoU: 0.563
2023-04-14 00:17:17,958 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.918, mIoU: 0.563
2023-04-14 00:17:18,029 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.918, mIoU: 0.563
2023-04-14 00:17:18,099 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.918, mIoU: 0.564
2023-04-14 00:17:18,169 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.918, mIoU: 0.564
2023-04-14 00:17:18,238 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.918, mIoU: 0.562
2023-04-14 00:17:18,308 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.917, mIoU: 0.562
2023-04-14 00:17:18,378 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:18,447 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:18,518 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:18,587 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:18,658 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.917, mIoU: 0.560
2023-04-14 00:17:18,727 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:18,796 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:18,866 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:18,936 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.917, mIoU: 0.560
2023-04-14 00:17:19,005 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.917, mIoU: 0.560
2023-04-14 00:17:19,075 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:19,143 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:19,208 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.917, mIoU: 0.561
2023-04-14 00:17:19,275 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.917, mIoU: 0.562
2023-04-14 00:17:19,344 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.918, mIoU: 0.562
2023-04-14 00:17:19,414 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.918, mIoU: 0.563
2023-04-14 00:17:19,484 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.918, mIoU: 0.563
2023-04-14 00:17:19,550 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.917, mIoU: 0.562
2023-04-14 00:17:19,618 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.918, mIoU: 0.562
2023-04-14 00:17:19,686 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.918, mIoU: 0.562
2023-04-14 00:17:21,949 semantic_segmentation INFO: Overall validation pixAcc: 92.689, mIoU: 56.677
2023-04-14 00:17:26,832 semantic_segmentation INFO: Iters: 4410/40000 || Lr: 0.018015 || Task Loss: 0.5157 || KD Loss: 0.0000|| Cost Time: 0:40:39 || Estimated Time: 5:28:02
2023-04-14 00:17:31,546 semantic_segmentation INFO: Iters: 4420/40000 || Lr: 0.018010 || Task Loss: 0.3540 || KD Loss: 0.0000|| Cost Time: 0:40:43 || Estimated Time: 5:27:50
2023-04-14 00:17:36,277 semantic_segmentation INFO: Iters: 4430/40000 || Lr: 0.018005 || Task Loss: 0.3922 || KD Loss: 0.0000|| Cost Time: 0:40:48 || Estimated Time: 5:27:38
2023-04-14 00:17:40,993 semantic_segmentation INFO: Iters: 4440/40000 || Lr: 0.018001 || Task Loss: 0.4868 || KD Loss: 0.0000|| Cost Time: 0:40:53 || Estimated Time: 5:27:26
2023-04-14 00:17:45,790 semantic_segmentation INFO: Iters: 4450/40000 || Lr: 0.017996 || Task Loss: 0.4516 || KD Loss: 0.0000|| Cost Time: 0:40:58 || Estimated Time: 5:27:14
2023-04-14 00:17:50,543 semantic_segmentation INFO: Iters: 4460/40000 || Lr: 0.017992 || Task Loss: 0.3106 || KD Loss: 0.0000|| Cost Time: 0:41:02 || Estimated Time: 5:27:03
2023-04-14 00:17:55,256 semantic_segmentation INFO: Iters: 4470/40000 || Lr: 0.017987 || Task Loss: 0.3770 || KD Loss: 0.0000|| Cost Time: 0:41:07 || Estimated Time: 5:26:51
2023-04-14 00:18:00,016 semantic_segmentation INFO: Iters: 4480/40000 || Lr: 0.017983 || Task Loss: 0.4163 || KD Loss: 0.0000|| Cost Time: 0:41:12 || Estimated Time: 5:26:39
2023-04-14 00:18:04,731 semantic_segmentation INFO: Iters: 4490/40000 || Lr: 0.017978 || Task Loss: 0.3867 || KD Loss: 0.0000|| Cost Time: 0:41:17 || Estimated Time: 5:26:27
2023-04-14 00:18:09,469 semantic_segmentation INFO: Iters: 4500/40000 || Lr: 0.017974 || Task Loss: 0.3758 || KD Loss: 0.0000|| Cost Time: 0:41:21 || Estimated Time: 5:26:16
2023-04-14 00:18:14,242 semantic_segmentation INFO: Iters: 4510/40000 || Lr: 0.017969 || Task Loss: 0.4282 || KD Loss: 0.0000|| Cost Time: 0:41:26 || Estimated Time: 5:26:04
2023-04-14 00:18:19,010 semantic_segmentation INFO: Iters: 4520/40000 || Lr: 0.017965 || Task Loss: 0.3189 || KD Loss: 0.0000|| Cost Time: 0:41:31 || Estimated Time: 5:25:53
2023-04-14 00:18:23,758 semantic_segmentation INFO: Iters: 4530/40000 || Lr: 0.017960 || Task Loss: 0.3108 || KD Loss: 0.0000|| Cost Time: 0:41:36 || Estimated Time: 5:25:41
2023-04-14 00:18:28,586 semantic_segmentation INFO: Iters: 4540/40000 || Lr: 0.017956 || Task Loss: 0.2973 || KD Loss: 0.0000|| Cost Time: 0:41:40 || Estimated Time: 5:25:30
2023-04-14 00:18:33,341 semantic_segmentation INFO: Iters: 4550/40000 || Lr: 0.017951 || Task Loss: 0.3818 || KD Loss: 0.0000|| Cost Time: 0:41:45 || Estimated Time: 5:25:19
2023-04-14 00:18:38,081 semantic_segmentation INFO: Iters: 4560/40000 || Lr: 0.017947 || Task Loss: 0.4298 || KD Loss: 0.0000|| Cost Time: 0:41:50 || Estimated Time: 5:25:08
2023-04-14 00:18:42,846 semantic_segmentation INFO: Iters: 4570/40000 || Lr: 0.017942 || Task Loss: 0.4766 || KD Loss: 0.0000|| Cost Time: 0:41:55 || Estimated Time: 5:24:56
2023-04-14 00:18:47,610 semantic_segmentation INFO: Iters: 4580/40000 || Lr: 0.017937 || Task Loss: 0.3905 || KD Loss: 0.0000|| Cost Time: 0:41:59 || Estimated Time: 5:24:45
2023-04-14 00:18:52,362 semantic_segmentation INFO: Iters: 4590/40000 || Lr: 0.017933 || Task Loss: 0.5658 || KD Loss: 0.0000|| Cost Time: 0:42:04 || Estimated Time: 5:24:34
2023-04-14 00:18:57,114 semantic_segmentation INFO: Iters: 4600/40000 || Lr: 0.017928 || Task Loss: 0.4486 || KD Loss: 0.0000|| Cost Time: 0:42:09 || Estimated Time: 5:24:23
2023-04-14 00:19:01,898 semantic_segmentation INFO: Iters: 4610/40000 || Lr: 0.017924 || Task Loss: 0.3000 || KD Loss: 0.0000|| Cost Time: 0:42:14 || Estimated Time: 5:24:12
2023-04-14 00:19:06,672 semantic_segmentation INFO: Iters: 4620/40000 || Lr: 0.017919 || Task Loss: 0.3606 || KD Loss: 0.0000|| Cost Time: 0:42:18 || Estimated Time: 5:24:01
2023-04-14 00:19:11,442 semantic_segmentation INFO: Iters: 4630/40000 || Lr: 0.017915 || Task Loss: 0.3833 || KD Loss: 0.0000|| Cost Time: 0:42:23 || Estimated Time: 5:23:50
2023-04-14 00:19:16,220 semantic_segmentation INFO: Iters: 4640/40000 || Lr: 0.017910 || Task Loss: 0.3431 || KD Loss: 0.0000|| Cost Time: 0:42:28 || Estimated Time: 5:23:39
2023-04-14 00:19:20,977 semantic_segmentation INFO: Iters: 4650/40000 || Lr: 0.017906 || Task Loss: 0.4513 || KD Loss: 0.0000|| Cost Time: 0:42:33 || Estimated Time: 5:23:28
2023-04-14 00:19:25,745 semantic_segmentation INFO: Iters: 4660/40000 || Lr: 0.017901 || Task Loss: 0.3442 || KD Loss: 0.0000|| Cost Time: 0:42:38 || Estimated Time: 5:23:17
2023-04-14 00:19:30,502 semantic_segmentation INFO: Iters: 4670/40000 || Lr: 0.017897 || Task Loss: 0.3571 || KD Loss: 0.0000|| Cost Time: 0:42:42 || Estimated Time: 5:23:06
2023-04-14 00:19:35,282 semantic_segmentation INFO: Iters: 4680/40000 || Lr: 0.017892 || Task Loss: 0.3383 || KD Loss: 0.0000|| Cost Time: 0:42:47 || Estimated Time: 5:22:55
2023-04-14 00:19:40,066 semantic_segmentation INFO: Iters: 4690/40000 || Lr: 0.017888 || Task Loss: 0.4313 || KD Loss: 0.0000|| Cost Time: 0:42:52 || Estimated Time: 5:22:44
2023-04-14 00:19:44,852 semantic_segmentation INFO: Iters: 4700/40000 || Lr: 0.017883 || Task Loss: 0.3512 || KD Loss: 0.0000|| Cost Time: 0:42:57 || Estimated Time: 5:22:33
2023-04-14 00:19:49,641 semantic_segmentation INFO: Iters: 4710/40000 || Lr: 0.017879 || Task Loss: 0.3054 || KD Loss: 0.0000|| Cost Time: 0:43:01 || Estimated Time: 5:22:23
2023-04-14 00:19:54,416 semantic_segmentation INFO: Iters: 4720/40000 || Lr: 0.017874 || Task Loss: 0.3403 || KD Loss: 0.0000|| Cost Time: 0:43:06 || Estimated Time: 5:22:12
2023-04-14 00:19:59,175 semantic_segmentation INFO: Iters: 4730/40000 || Lr: 0.017869 || Task Loss: 0.4805 || KD Loss: 0.0000|| Cost Time: 0:43:11 || Estimated Time: 5:22:01
2023-04-14 00:20:04,028 semantic_segmentation INFO: Iters: 4740/40000 || Lr: 0.017865 || Task Loss: 0.3199 || KD Loss: 0.0000|| Cost Time: 0:43:16 || Estimated Time: 5:21:51
2023-04-14 00:20:08,792 semantic_segmentation INFO: Iters: 4750/40000 || Lr: 0.017860 || Task Loss: 0.3659 || KD Loss: 0.0000|| Cost Time: 0:43:21 || Estimated Time: 5:21:40
2023-04-14 00:20:13,596 semantic_segmentation INFO: Iters: 4760/40000 || Lr: 0.017856 || Task Loss: 0.3481 || KD Loss: 0.0000|| Cost Time: 0:43:25 || Estimated Time: 5:21:30
2023-04-14 00:20:18,365 semantic_segmentation INFO: Iters: 4770/40000 || Lr: 0.017851 || Task Loss: 0.5081 || KD Loss: 0.0000|| Cost Time: 0:43:30 || Estimated Time: 5:21:19
2023-04-14 00:20:23,143 semantic_segmentation INFO: Iters: 4780/40000 || Lr: 0.017847 || Task Loss: 0.2964 || KD Loss: 0.0000|| Cost Time: 0:43:35 || Estimated Time: 5:21:08
2023-04-14 00:20:27,926 semantic_segmentation INFO: Iters: 4790/40000 || Lr: 0.017842 || Task Loss: 0.3464 || KD Loss: 0.0000|| Cost Time: 0:43:40 || Estimated Time: 5:20:58
2023-04-14 00:20:32,704 semantic_segmentation INFO: Iters: 4800/40000 || Lr: 0.017838 || Task Loss: 0.3015 || KD Loss: 0.0000|| Cost Time: 0:43:44 || Estimated Time: 5:20:47
2023-04-14 00:20:33,001 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:20:35,617 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.955, mIoU: 0.368
2023-04-14 00:20:35,747 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.438
2023-04-14 00:20:35,856 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.461
2023-04-14 00:20:35,961 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.490
2023-04-14 00:20:36,048 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.480
2023-04-14 00:20:36,128 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.484
2023-04-14 00:20:36,207 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.484
2023-04-14 00:20:36,288 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.515
2023-04-14 00:20:36,368 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.524
2023-04-14 00:20:36,443 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.539
2023-04-14 00:20:36,515 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.543
2023-04-14 00:20:36,588 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.585
2023-04-14 00:20:36,659 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.593
2023-04-14 00:20:36,730 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.580
2023-04-14 00:20:36,801 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.938, mIoU: 0.587
2023-04-14 00:20:36,872 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.583
2023-04-14 00:20:36,944 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.936, mIoU: 0.580
2023-04-14 00:20:37,022 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.581
2023-04-14 00:20:37,099 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.587
2023-04-14 00:20:37,175 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.595
2023-04-14 00:20:37,248 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.596
2023-04-14 00:20:37,322 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.932, mIoU: 0.592
2023-04-14 00:20:37,398 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.593
2023-04-14 00:20:37,472 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.598
2023-04-14 00:20:37,545 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-14 00:20:37,615 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.617
2023-04-14 00:20:37,685 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.611
2023-04-14 00:20:37,754 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.609
2023-04-14 00:20:37,825 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-14 00:20:37,897 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.604
2023-04-14 00:20:37,968 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.603
2023-04-14 00:20:38,040 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.602
2023-04-14 00:20:38,114 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.604
2023-04-14 00:20:38,194 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.605
2023-04-14 00:20:38,274 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.607
2023-04-14 00:20:38,354 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.607
2023-04-14 00:20:38,430 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.605
2023-04-14 00:20:38,507 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.604
2023-04-14 00:20:38,583 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.926, mIoU: 0.606
2023-04-14 00:20:38,657 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.606
2023-04-14 00:20:38,732 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.608
2023-04-14 00:20:38,807 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.608
2023-04-14 00:20:38,880 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.608
2023-04-14 00:20:38,955 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.608
2023-04-14 00:20:39,031 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.607
2023-04-14 00:20:39,107 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.607
2023-04-14 00:20:39,183 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.608
2023-04-14 00:20:39,255 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.607
2023-04-14 00:20:39,328 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.613
2023-04-14 00:20:39,402 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.615
2023-04-14 00:20:39,478 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 00:20:39,557 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.620
2023-04-14 00:20:39,633 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 00:20:39,713 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.623
2023-04-14 00:20:39,789 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 00:20:39,865 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.620
2023-04-14 00:20:39,937 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.621
2023-04-14 00:20:40,014 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.626
2023-04-14 00:20:40,088 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 00:20:40,157 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 00:20:40,234 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-14 00:20:40,319 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-14 00:20:40,398 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 00:20:40,474 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-14 00:20:40,550 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:40,625 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 00:20:40,696 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 00:20:40,772 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 00:20:40,848 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-14 00:20:40,925 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 00:20:41,002 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 00:20:41,078 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 00:20:41,153 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 00:20:41,230 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 00:20:41,301 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 00:20:41,371 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-14 00:20:41,439 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-14 00:20:41,507 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-14 00:20:41,577 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-14 00:20:41,647 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-14 00:20:41,717 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 00:20:41,788 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 00:20:41,857 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 00:20:41,929 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-14 00:20:42,000 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 00:20:42,079 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 00:20:42,161 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 00:20:42,240 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 00:20:42,320 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 00:20:42,395 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 00:20:42,474 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 00:20:42,545 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:20:42,619 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-14 00:20:42,693 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:20:42,771 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-14 00:20:42,843 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-14 00:20:42,917 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-14 00:20:42,990 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-14 00:20:43,063 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-14 00:20:43,136 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:20:43,208 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-14 00:20:43,281 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-14 00:20:43,355 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 00:20:43,427 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-14 00:20:43,498 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 00:20:43,571 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-14 00:20:43,644 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 00:20:43,718 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 00:20:43,797 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 00:20:43,873 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-14 00:20:43,950 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-14 00:20:44,026 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-14 00:20:44,102 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-14 00:20:44,178 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-14 00:20:44,254 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.924, mIoU: 0.631
2023-04-14 00:20:44,329 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.924, mIoU: 0.631
2023-04-14 00:20:44,406 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-14 00:20:44,483 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-14 00:20:44,557 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.923, mIoU: 0.631
2023-04-14 00:20:44,630 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.631
2023-04-14 00:20:44,701 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 00:20:44,774 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 00:20:44,848 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 00:20:44,918 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-14 00:20:44,987 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-14 00:20:45,055 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-14 00:20:45,124 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-14 00:20:45,196 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-14 00:20:45,264 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 00:20:45,338 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 00:20:45,412 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 00:20:45,484 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 00:20:45,559 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 00:20:45,634 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 00:20:45,709 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-14 00:20:45,788 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 00:20:45,865 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 00:20:45,941 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.632
2023-04-14 00:20:46,019 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 00:20:46,093 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:46,168 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:46,245 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:46,320 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:46,397 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:46,475 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:20:46,554 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-14 00:20:46,631 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-14 00:20:46,703 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:46,777 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:46,853 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:20:46,928 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:47,004 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:47,079 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:20:47,154 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:20:47,229 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 00:20:47,301 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:20:47,378 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:20:47,451 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:20:47,523 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:20:47,597 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 00:20:47,678 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 00:20:47,752 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.925, mIoU: 0.631
2023-04-14 00:20:47,830 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-14 00:20:47,907 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-14 00:20:47,991 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-14 00:20:48,066 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-14 00:20:48,137 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-14 00:20:48,211 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 00:20:48,285 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 00:20:48,355 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 00:20:48,428 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 00:20:48,505 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 00:20:48,583 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 00:20:48,657 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 00:20:48,730 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 00:20:48,810 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 00:20:48,883 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 00:20:48,952 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 00:20:49,025 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 00:20:49,096 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 00:20:49,167 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 00:20:49,238 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 00:20:49,318 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 00:20:49,400 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 00:20:49,472 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 00:20:49,547 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 00:20:49,622 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 00:20:49,693 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 00:20:49,765 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 00:20:49,839 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 00:20:49,909 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 00:20:49,983 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:50,052 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 00:20:50,121 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 00:20:50,194 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 00:20:50,268 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 00:20:50,347 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-14 00:20:50,431 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:50,511 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:50,582 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:50,657 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 00:20:50,729 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 00:20:50,799 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 00:20:50,871 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:50,944 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:51,017 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:51,097 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:51,176 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 00:20:51,261 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-14 00:20:51,336 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-14 00:20:51,412 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-14 00:20:51,486 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 00:20:51,555 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 00:20:51,627 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 00:20:51,698 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 00:20:51,780 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 00:20:51,855 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 00:20:51,929 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 00:20:52,002 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 00:20:52,072 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 00:20:52,140 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 00:20:52,208 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 00:20:52,276 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 00:20:52,343 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 00:20:52,409 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 00:20:52,476 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 00:20:52,542 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 00:20:52,606 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 00:20:52,670 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 00:20:52,734 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:52,798 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:52,860 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:52,928 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:52,999 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:53,071 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:53,141 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:53,209 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:53,278 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:53,349 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:53,420 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:20:53,491 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.929, mIoU: 0.636
2023-04-14 00:20:53,560 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 00:20:53,626 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 00:20:53,695 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 00:20:53,763 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 00:20:53,830 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 00:20:53,897 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 00:20:53,962 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 00:20:54,032 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 00:20:54,103 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 00:20:54,970 semantic_segmentation INFO: Overall validation pixAcc: 93.514, mIoU: 64.552
2023-04-14 00:21:00,159 semantic_segmentation INFO: Iters: 4810/40000 || Lr: 0.017833 || Task Loss: 0.3029 || KD Loss: 0.0000|| Cost Time: 0:44:12 || Estimated Time: 5:23:23
2023-04-14 00:21:04,845 semantic_segmentation INFO: Iters: 4820/40000 || Lr: 0.017829 || Task Loss: 0.2861 || KD Loss: 0.0000|| Cost Time: 0:44:17 || Estimated Time: 5:23:11
2023-04-14 00:21:09,622 semantic_segmentation INFO: Iters: 4830/40000 || Lr: 0.017824 || Task Loss: 0.3772 || KD Loss: 0.0000|| Cost Time: 0:44:21 || Estimated Time: 5:23:00
2023-04-14 00:21:14,386 semantic_segmentation INFO: Iters: 4840/40000 || Lr: 0.017820 || Task Loss: 0.3001 || KD Loss: 0.0000|| Cost Time: 0:44:26 || Estimated Time: 5:22:49
2023-04-14 00:21:19,117 semantic_segmentation INFO: Iters: 4850/40000 || Lr: 0.017815 || Task Loss: 0.2281 || KD Loss: 0.0000|| Cost Time: 0:44:31 || Estimated Time: 5:22:38
2023-04-14 00:21:23,900 semantic_segmentation INFO: Iters: 4860/40000 || Lr: 0.017811 || Task Loss: 0.5517 || KD Loss: 0.0000|| Cost Time: 0:44:36 || Estimated Time: 5:22:27
2023-04-14 00:21:28,679 semantic_segmentation INFO: Iters: 4870/40000 || Lr: 0.017806 || Task Loss: 0.2640 || KD Loss: 0.0000|| Cost Time: 0:44:40 || Estimated Time: 5:22:17
2023-04-14 00:21:33,451 semantic_segmentation INFO: Iters: 4880/40000 || Lr: 0.017801 || Task Loss: 0.2899 || KD Loss: 0.0000|| Cost Time: 0:44:45 || Estimated Time: 5:22:06
2023-04-14 00:21:38,222 semantic_segmentation INFO: Iters: 4890/40000 || Lr: 0.017797 || Task Loss: 0.2530 || KD Loss: 0.0000|| Cost Time: 0:44:50 || Estimated Time: 5:21:55
2023-04-14 00:21:43,011 semantic_segmentation INFO: Iters: 4900/40000 || Lr: 0.017792 || Task Loss: 0.2428 || KD Loss: 0.0000|| Cost Time: 0:44:55 || Estimated Time: 5:21:45
2023-04-14 00:21:47,802 semantic_segmentation INFO: Iters: 4910/40000 || Lr: 0.017788 || Task Loss: 0.4031 || KD Loss: 0.0000|| Cost Time: 0:45:00 || Estimated Time: 5:21:34
2023-04-14 00:21:52,562 semantic_segmentation INFO: Iters: 4920/40000 || Lr: 0.017783 || Task Loss: 0.3231 || KD Loss: 0.0000|| Cost Time: 0:45:04 || Estimated Time: 5:21:23
2023-04-14 00:21:57,321 semantic_segmentation INFO: Iters: 4930/40000 || Lr: 0.017779 || Task Loss: 0.3229 || KD Loss: 0.0000|| Cost Time: 0:45:09 || Estimated Time: 5:21:12
2023-04-14 00:22:02,135 semantic_segmentation INFO: Iters: 4940/40000 || Lr: 0.017774 || Task Loss: 0.2835 || KD Loss: 0.0000|| Cost Time: 0:45:14 || Estimated Time: 5:21:02
2023-04-14 00:22:06,899 semantic_segmentation INFO: Iters: 4950/40000 || Lr: 0.017770 || Task Loss: 0.2933 || KD Loss: 0.0000|| Cost Time: 0:45:19 || Estimated Time: 5:20:51
2023-04-14 00:22:11,670 semantic_segmentation INFO: Iters: 4960/40000 || Lr: 0.017765 || Task Loss: 0.3711 || KD Loss: 0.0000|| Cost Time: 0:45:23 || Estimated Time: 5:20:41
2023-04-14 00:22:16,455 semantic_segmentation INFO: Iters: 4970/40000 || Lr: 0.017761 || Task Loss: 0.3319 || KD Loss: 0.0000|| Cost Time: 0:45:28 || Estimated Time: 5:20:30
2023-04-14 00:22:21,264 semantic_segmentation INFO: Iters: 4980/40000 || Lr: 0.017756 || Task Loss: 0.3595 || KD Loss: 0.0000|| Cost Time: 0:45:33 || Estimated Time: 5:20:20
2023-04-14 00:22:26,019 semantic_segmentation INFO: Iters: 4990/40000 || Lr: 0.017752 || Task Loss: 0.3419 || KD Loss: 0.0000|| Cost Time: 0:45:38 || Estimated Time: 5:20:10
2023-04-14 00:22:30,818 semantic_segmentation INFO: Iters: 5000/40000 || Lr: 0.017747 || Task Loss: 0.3581 || KD Loss: 0.0000|| Cost Time: 0:45:43 || Estimated Time: 5:19:59
2023-04-14 00:22:35,576 semantic_segmentation INFO: Iters: 5010/40000 || Lr: 0.017742 || Task Loss: 0.3199 || KD Loss: 0.0000|| Cost Time: 0:45:47 || Estimated Time: 5:19:49
2023-04-14 00:22:40,345 semantic_segmentation INFO: Iters: 5020/40000 || Lr: 0.017738 || Task Loss: 0.2796 || KD Loss: 0.0000|| Cost Time: 0:45:52 || Estimated Time: 5:19:38
2023-04-14 00:22:45,154 semantic_segmentation INFO: Iters: 5030/40000 || Lr: 0.017733 || Task Loss: 0.3587 || KD Loss: 0.0000|| Cost Time: 0:45:57 || Estimated Time: 5:19:28
2023-04-14 00:22:49,915 semantic_segmentation INFO: Iters: 5040/40000 || Lr: 0.017729 || Task Loss: 0.4398 || KD Loss: 0.0000|| Cost Time: 0:46:02 || Estimated Time: 5:19:18
2023-04-14 00:22:54,676 semantic_segmentation INFO: Iters: 5050/40000 || Lr: 0.017724 || Task Loss: 0.3709 || KD Loss: 0.0000|| Cost Time: 0:46:06 || Estimated Time: 5:19:07
2023-04-14 00:22:59,455 semantic_segmentation INFO: Iters: 5060/40000 || Lr: 0.017720 || Task Loss: 0.4047 || KD Loss: 0.0000|| Cost Time: 0:46:11 || Estimated Time: 5:18:57
2023-04-14 00:23:04,259 semantic_segmentation INFO: Iters: 5070/40000 || Lr: 0.017715 || Task Loss: 0.5837 || KD Loss: 0.0000|| Cost Time: 0:46:16 || Estimated Time: 5:18:47
2023-04-14 00:23:09,033 semantic_segmentation INFO: Iters: 5080/40000 || Lr: 0.017711 || Task Loss: 0.2192 || KD Loss: 0.0000|| Cost Time: 0:46:21 || Estimated Time: 5:18:36
2023-04-14 00:23:13,806 semantic_segmentation INFO: Iters: 5090/40000 || Lr: 0.017706 || Task Loss: 0.4174 || KD Loss: 0.0000|| Cost Time: 0:46:26 || Estimated Time: 5:18:26
2023-04-14 00:23:18,583 semantic_segmentation INFO: Iters: 5100/40000 || Lr: 0.017702 || Task Loss: 0.3165 || KD Loss: 0.0000|| Cost Time: 0:46:30 || Estimated Time: 5:18:16
2023-04-14 00:23:23,365 semantic_segmentation INFO: Iters: 5110/40000 || Lr: 0.017697 || Task Loss: 0.2365 || KD Loss: 0.0000|| Cost Time: 0:46:35 || Estimated Time: 5:18:06
2023-04-14 00:23:28,147 semantic_segmentation INFO: Iters: 5120/40000 || Lr: 0.017693 || Task Loss: 0.4411 || KD Loss: 0.0000|| Cost Time: 0:46:40 || Estimated Time: 5:17:55
2023-04-14 00:23:32,920 semantic_segmentation INFO: Iters: 5130/40000 || Lr: 0.017688 || Task Loss: 0.3569 || KD Loss: 0.0000|| Cost Time: 0:46:45 || Estimated Time: 5:17:45
2023-04-14 00:23:37,692 semantic_segmentation INFO: Iters: 5140/40000 || Lr: 0.017683 || Task Loss: 0.2721 || KD Loss: 0.0000|| Cost Time: 0:46:49 || Estimated Time: 5:17:35
2023-04-14 00:23:42,483 semantic_segmentation INFO: Iters: 5150/40000 || Lr: 0.017679 || Task Loss: 0.5171 || KD Loss: 0.0000|| Cost Time: 0:46:54 || Estimated Time: 5:17:25
2023-04-14 00:23:47,262 semantic_segmentation INFO: Iters: 5160/40000 || Lr: 0.017674 || Task Loss: 0.4291 || KD Loss: 0.0000|| Cost Time: 0:46:59 || Estimated Time: 5:17:15
2023-04-14 00:23:52,034 semantic_segmentation INFO: Iters: 5170/40000 || Lr: 0.017670 || Task Loss: 0.3450 || KD Loss: 0.0000|| Cost Time: 0:47:04 || Estimated Time: 5:17:05
2023-04-14 00:23:56,830 semantic_segmentation INFO: Iters: 5180/40000 || Lr: 0.017665 || Task Loss: 0.2938 || KD Loss: 0.0000|| Cost Time: 0:47:09 || Estimated Time: 5:16:55
2023-04-14 00:24:01,639 semantic_segmentation INFO: Iters: 5190/40000 || Lr: 0.017661 || Task Loss: 0.4071 || KD Loss: 0.0000|| Cost Time: 0:47:13 || Estimated Time: 5:16:45
2023-04-14 00:24:06,437 semantic_segmentation INFO: Iters: 5200/40000 || Lr: 0.017656 || Task Loss: 0.3422 || KD Loss: 0.0000|| Cost Time: 0:47:18 || Estimated Time: 5:16:35
2023-04-14 00:24:06,745 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:24:09,410 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.945, mIoU: 0.365
2023-04-14 00:24:09,536 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.441
2023-04-14 00:24:09,664 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.447
2023-04-14 00:24:09,756 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.479
2023-04-14 00:24:09,844 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.469
2023-04-14 00:24:09,934 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.467
2023-04-14 00:24:10,018 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.512
2023-04-14 00:24:10,089 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.951, mIoU: 0.534
2023-04-14 00:24:10,162 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.540
2023-04-14 00:24:10,239 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.558
2023-04-14 00:24:10,312 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.559
2023-04-14 00:24:10,385 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.939, mIoU: 0.580
2023-04-14 00:24:10,456 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.589
2023-04-14 00:24:10,529 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.580
2023-04-14 00:24:10,600 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.935, mIoU: 0.587
2023-04-14 00:24:10,673 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.580
2023-04-14 00:24:10,748 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.933, mIoU: 0.576
2023-04-14 00:24:10,825 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.933, mIoU: 0.578
2023-04-14 00:24:10,895 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.583
2023-04-14 00:24:10,966 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.929, mIoU: 0.590
2023-04-14 00:24:11,042 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.592
2023-04-14 00:24:11,116 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.579
2023-04-14 00:24:11,191 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.578
2023-04-14 00:24:11,268 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.586
2023-04-14 00:24:11,347 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.596
2023-04-14 00:24:11,422 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.924, mIoU: 0.600
2023-04-14 00:24:11,499 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.595
2023-04-14 00:24:11,571 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.590
2023-04-14 00:24:11,644 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.922, mIoU: 0.596
2023-04-14 00:24:11,718 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.592
2023-04-14 00:24:11,792 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.922, mIoU: 0.590
2023-04-14 00:24:11,871 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.590
2023-04-14 00:24:11,948 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.592
2023-04-14 00:24:12,026 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.922, mIoU: 0.593
2023-04-14 00:24:12,103 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.594
2023-04-14 00:24:12,183 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.923, mIoU: 0.594
2023-04-14 00:24:12,257 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:24:12,327 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.922, mIoU: 0.590
2023-04-14 00:24:12,405 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.590
2023-04-14 00:24:12,480 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:24:12,557 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.593
2023-04-14 00:24:12,636 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.593
2023-04-14 00:24:12,712 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.594
2023-04-14 00:24:12,794 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.594
2023-04-14 00:24:12,870 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.593
2023-04-14 00:24:12,941 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.592
2023-04-14 00:24:13,015 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.592
2023-04-14 00:24:13,090 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.590
2023-04-14 00:24:13,164 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.593
2023-04-14 00:24:13,238 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.596
2023-04-14 00:24:13,318 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.927, mIoU: 0.596
2023-04-14 00:24:13,397 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.601
2023-04-14 00:24:13,470 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.925, mIoU: 0.597
2023-04-14 00:24:13,546 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.593
2023-04-14 00:24:13,625 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.923, mIoU: 0.592
2023-04-14 00:24:13,702 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.922, mIoU: 0.590
2023-04-14 00:24:13,771 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.591
2023-04-14 00:24:13,848 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.923, mIoU: 0.597
2023-04-14 00:24:13,925 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 00:24:14,001 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.600
2023-04-14 00:24:14,078 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:24:14,152 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.603
2023-04-14 00:24:14,227 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:24:14,301 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 00:24:14,375 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.923, mIoU: 0.610
2023-04-14 00:24:14,447 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.610
2023-04-14 00:24:14,522 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-14 00:24:14,595 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.611
2023-04-14 00:24:14,672 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.609
2023-04-14 00:24:14,750 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-14 00:24:14,830 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-14 00:24:14,902 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.607
2023-04-14 00:24:14,976 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 00:24:15,048 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 00:24:15,120 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 00:24:15,191 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 00:24:15,259 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 00:24:15,329 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 00:24:15,400 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 00:24:15,477 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:24:15,559 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 00:24:15,635 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 00:24:15,712 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.603
2023-04-14 00:24:15,782 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.599
2023-04-14 00:24:15,856 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.595
2023-04-14 00:24:15,927 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:24:16,004 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.596
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2023-04-14 00:24:16,150 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.596
2023-04-14 00:24:16,220 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.919, mIoU: 0.594
2023-04-14 00:24:16,294 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.595
2023-04-14 00:24:16,369 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-14 00:24:16,447 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.614
2023-04-14 00:24:16,525 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.614
2023-04-14 00:24:16,604 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 00:24:16,680 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 00:24:16,753 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-14 00:24:16,824 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.921, mIoU: 0.612
2023-04-14 00:24:16,896 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 00:24:16,967 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.613
2023-04-14 00:24:17,039 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.613
2023-04-14 00:24:17,113 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.917, mIoU: 0.612
2023-04-14 00:24:17,199 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.917, mIoU: 0.610
2023-04-14 00:24:17,279 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.917, mIoU: 0.610
2023-04-14 00:24:17,355 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.611
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2023-04-14 00:24:18,263 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.611
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2023-04-14 00:24:18,804 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 00:24:18,877 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.917, mIoU: 0.613
2023-04-14 00:24:18,954 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.612
2023-04-14 00:24:19,027 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.916, mIoU: 0.612
2023-04-14 00:24:19,109 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.612
2023-04-14 00:24:19,187 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.917, mIoU: 0.611
2023-04-14 00:24:19,260 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.611
2023-04-14 00:24:19,334 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.917, mIoU: 0.611
2023-04-14 00:24:19,406 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.918, mIoU: 0.611
2023-04-14 00:24:19,478 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.918, mIoU: 0.610
2023-04-14 00:24:19,552 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.610
2023-04-14 00:24:19,625 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.918, mIoU: 0.608
2023-04-14 00:24:19,696 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.919, mIoU: 0.608
2023-04-14 00:24:19,769 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.919, mIoU: 0.608
2023-04-14 00:24:19,849 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.918, mIoU: 0.608
2023-04-14 00:24:19,925 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.918, mIoU: 0.608
2023-04-14 00:24:20,001 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.918, mIoU: 0.610
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2023-04-14 00:24:20,228 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.918, mIoU: 0.609
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2023-04-14 00:24:21,044 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.609
2023-04-14 00:24:21,118 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 00:24:21,190 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 00:24:21,262 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.918, mIoU: 0.607
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2023-04-14 00:24:21,548 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.919, mIoU: 0.606
2023-04-14 00:24:21,621 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.918, mIoU: 0.605
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2023-04-14 00:24:22,005 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.919, mIoU: 0.605
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2023-04-14 00:24:26,024 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.922, mIoU: 0.608
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2023-04-14 00:24:26,357 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 00:24:26,422 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 00:24:26,487 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 00:24:26,551 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.922, mIoU: 0.605
2023-04-14 00:24:26,613 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 00:24:26,676 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 00:24:26,737 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 00:24:26,802 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 00:24:26,869 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 00:24:26,934 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 00:24:26,999 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.921, mIoU: 0.604
2023-04-14 00:24:27,063 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 00:24:27,128 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 00:24:27,192 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 00:24:27,256 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 00:24:27,320 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.921, mIoU: 0.604
2023-04-14 00:24:27,384 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 00:24:27,446 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 00:24:27,509 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.922, mIoU: 0.605
2023-04-14 00:24:27,572 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.922, mIoU: 0.606
2023-04-14 00:24:27,635 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.922, mIoU: 0.607
2023-04-14 00:24:27,698 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.922, mIoU: 0.606
2023-04-14 00:24:27,761 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.922, mIoU: 0.605
2023-04-14 00:24:27,834 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.922, mIoU: 0.605
2023-04-14 00:24:27,905 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.922, mIoU: 0.605
2023-04-14 00:24:28,646 semantic_segmentation INFO: Overall validation pixAcc: 92.954, mIoU: 60.396
2023-04-14 00:24:33,593 semantic_segmentation INFO: Iters: 5210/40000 || Lr: 0.017652 || Task Loss: 0.3111 || KD Loss: 0.0000|| Cost Time: 0:47:45 || Estimated Time: 5:18:55
2023-04-14 00:24:38,314 semantic_segmentation INFO: Iters: 5220/40000 || Lr: 0.017647 || Task Loss: 0.4137 || KD Loss: 0.0000|| Cost Time: 0:47:50 || Estimated Time: 5:18:44
2023-04-14 00:24:43,028 semantic_segmentation INFO: Iters: 5230/40000 || Lr: 0.017643 || Task Loss: 0.3534 || KD Loss: 0.0000|| Cost Time: 0:47:55 || Estimated Time: 5:18:33
2023-04-14 00:24:47,823 semantic_segmentation INFO: Iters: 5240/40000 || Lr: 0.017638 || Task Loss: 0.4815 || KD Loss: 0.0000|| Cost Time: 0:48:00 || Estimated Time: 5:18:23
2023-04-14 00:24:52,576 semantic_segmentation INFO: Iters: 5250/40000 || Lr: 0.017634 || Task Loss: 0.3144 || KD Loss: 0.0000|| Cost Time: 0:48:04 || Estimated Time: 5:18:13
2023-04-14 00:24:57,287 semantic_segmentation INFO: Iters: 5260/40000 || Lr: 0.017629 || Task Loss: 0.2106 || KD Loss: 0.0000|| Cost Time: 0:48:09 || Estimated Time: 5:18:02
2023-04-14 00:25:02,059 semantic_segmentation INFO: Iters: 5270/40000 || Lr: 0.017624 || Task Loss: 0.3141 || KD Loss: 0.0000|| Cost Time: 0:48:14 || Estimated Time: 5:17:52
2023-04-14 00:25:06,778 semantic_segmentation INFO: Iters: 5280/40000 || Lr: 0.017620 || Task Loss: 0.3323 || KD Loss: 0.0000|| Cost Time: 0:48:19 || Estimated Time: 5:17:41
2023-04-14 00:25:11,487 semantic_segmentation INFO: Iters: 5290/40000 || Lr: 0.017615 || Task Loss: 0.3277 || KD Loss: 0.0000|| Cost Time: 0:48:23 || Estimated Time: 5:17:31
2023-04-14 00:25:16,277 semantic_segmentation INFO: Iters: 5300/40000 || Lr: 0.017611 || Task Loss: 0.3193 || KD Loss: 0.0000|| Cost Time: 0:48:28 || Estimated Time: 5:17:20
2023-04-14 00:25:21,035 semantic_segmentation INFO: Iters: 5310/40000 || Lr: 0.017606 || Task Loss: 0.2580 || KD Loss: 0.0000|| Cost Time: 0:48:33 || Estimated Time: 5:17:10
2023-04-14 00:25:25,809 semantic_segmentation INFO: Iters: 5320/40000 || Lr: 0.017602 || Task Loss: 0.4884 || KD Loss: 0.0000|| Cost Time: 0:48:38 || Estimated Time: 5:17:00
2023-04-14 00:25:30,540 semantic_segmentation INFO: Iters: 5330/40000 || Lr: 0.017597 || Task Loss: 0.3995 || KD Loss: 0.0000|| Cost Time: 0:48:42 || Estimated Time: 5:16:50
2023-04-14 00:25:35,316 semantic_segmentation INFO: Iters: 5340/40000 || Lr: 0.017593 || Task Loss: 0.4381 || KD Loss: 0.0000|| Cost Time: 0:48:47 || Estimated Time: 5:16:40
2023-04-14 00:25:40,097 semantic_segmentation INFO: Iters: 5350/40000 || Lr: 0.017588 || Task Loss: 0.2638 || KD Loss: 0.0000|| Cost Time: 0:48:52 || Estimated Time: 5:16:30
2023-04-14 00:25:44,882 semantic_segmentation INFO: Iters: 5360/40000 || Lr: 0.017584 || Task Loss: 0.3114 || KD Loss: 0.0000|| Cost Time: 0:48:57 || Estimated Time: 5:16:20
2023-04-14 00:25:49,645 semantic_segmentation INFO: Iters: 5370/40000 || Lr: 0.017579 || Task Loss: 0.2445 || KD Loss: 0.0000|| Cost Time: 0:49:01 || Estimated Time: 5:16:09
2023-04-14 00:25:54,432 semantic_segmentation INFO: Iters: 5380/40000 || Lr: 0.017574 || Task Loss: 0.3872 || KD Loss: 0.0000|| Cost Time: 0:49:06 || Estimated Time: 5:16:00
2023-04-14 00:25:59,202 semantic_segmentation INFO: Iters: 5390/40000 || Lr: 0.017570 || Task Loss: 0.4431 || KD Loss: 0.0000|| Cost Time: 0:49:11 || Estimated Time: 5:15:50
2023-04-14 00:26:03,931 semantic_segmentation INFO: Iters: 5400/40000 || Lr: 0.017565 || Task Loss: 0.4721 || KD Loss: 0.0000|| Cost Time: 0:49:16 || Estimated Time: 5:15:39
2023-04-14 00:26:08,697 semantic_segmentation INFO: Iters: 5410/40000 || Lr: 0.017561 || Task Loss: 0.2766 || KD Loss: 0.0000|| Cost Time: 0:49:20 || Estimated Time: 5:15:29
2023-04-14 00:26:13,478 semantic_segmentation INFO: Iters: 5420/40000 || Lr: 0.017556 || Task Loss: 0.2279 || KD Loss: 0.0000|| Cost Time: 0:49:25 || Estimated Time: 5:15:19
2023-04-14 00:26:18,269 semantic_segmentation INFO: Iters: 5430/40000 || Lr: 0.017552 || Task Loss: 0.3406 || KD Loss: 0.0000|| Cost Time: 0:49:30 || Estimated Time: 5:15:10
2023-04-14 00:26:23,022 semantic_segmentation INFO: Iters: 5440/40000 || Lr: 0.017547 || Task Loss: 0.4643 || KD Loss: 0.0000|| Cost Time: 0:49:35 || Estimated Time: 5:15:00
2023-04-14 00:26:27,807 semantic_segmentation INFO: Iters: 5450/40000 || Lr: 0.017543 || Task Loss: 0.3338 || KD Loss: 0.0000|| Cost Time: 0:49:40 || Estimated Time: 5:14:50
2023-04-14 00:26:32,569 semantic_segmentation INFO: Iters: 5460/40000 || Lr: 0.017538 || Task Loss: 0.4443 || KD Loss: 0.0000|| Cost Time: 0:49:44 || Estimated Time: 5:14:40
2023-04-14 00:26:37,301 semantic_segmentation INFO: Iters: 5470/40000 || Lr: 0.017534 || Task Loss: 0.4720 || KD Loss: 0.0000|| Cost Time: 0:49:49 || Estimated Time: 5:14:30
2023-04-14 00:26:42,075 semantic_segmentation INFO: Iters: 5480/40000 || Lr: 0.017529 || Task Loss: 0.3182 || KD Loss: 0.0000|| Cost Time: 0:49:54 || Estimated Time: 5:14:20
2023-04-14 00:26:46,915 semantic_segmentation INFO: Iters: 5490/40000 || Lr: 0.017525 || Task Loss: 0.4267 || KD Loss: 0.0000|| Cost Time: 0:49:59 || Estimated Time: 5:14:11
2023-04-14 00:26:51,696 semantic_segmentation INFO: Iters: 5500/40000 || Lr: 0.017520 || Task Loss: 0.6771 || KD Loss: 0.0000|| Cost Time: 0:50:03 || Estimated Time: 5:14:01
2023-04-14 00:26:56,490 semantic_segmentation INFO: Iters: 5510/40000 || Lr: 0.017515 || Task Loss: 0.4169 || KD Loss: 0.0000|| Cost Time: 0:50:08 || Estimated Time: 5:13:51
2023-04-14 00:27:01,254 semantic_segmentation INFO: Iters: 5520/40000 || Lr: 0.017511 || Task Loss: 0.3663 || KD Loss: 0.0000|| Cost Time: 0:50:13 || Estimated Time: 5:13:41
2023-04-14 00:27:06,056 semantic_segmentation INFO: Iters: 5530/40000 || Lr: 0.017506 || Task Loss: 0.3307 || KD Loss: 0.0000|| Cost Time: 0:50:18 || Estimated Time: 5:13:32
2023-04-14 00:27:10,787 semantic_segmentation INFO: Iters: 5540/40000 || Lr: 0.017502 || Task Loss: 0.3991 || KD Loss: 0.0000|| Cost Time: 0:50:23 || Estimated Time: 5:13:22
2023-04-14 00:27:15,599 semantic_segmentation INFO: Iters: 5550/40000 || Lr: 0.017497 || Task Loss: 0.2827 || KD Loss: 0.0000|| Cost Time: 0:50:27 || Estimated Time: 5:13:12
2023-04-14 00:27:20,384 semantic_segmentation INFO: Iters: 5560/40000 || Lr: 0.017493 || Task Loss: 0.4639 || KD Loss: 0.0000|| Cost Time: 0:50:32 || Estimated Time: 5:13:03
2023-04-14 00:27:25,163 semantic_segmentation INFO: Iters: 5570/40000 || Lr: 0.017488 || Task Loss: 0.4102 || KD Loss: 0.0000|| Cost Time: 0:50:37 || Estimated Time: 5:12:53
2023-04-14 00:27:29,926 semantic_segmentation INFO: Iters: 5580/40000 || Lr: 0.017484 || Task Loss: 0.4312 || KD Loss: 0.0000|| Cost Time: 0:50:42 || Estimated Time: 5:12:43
2023-04-14 00:27:34,724 semantic_segmentation INFO: Iters: 5590/40000 || Lr: 0.017479 || Task Loss: 0.3733 || KD Loss: 0.0000|| Cost Time: 0:50:46 || Estimated Time: 5:12:34
2023-04-14 00:27:39,489 semantic_segmentation INFO: Iters: 5600/40000 || Lr: 0.017475 || Task Loss: 0.3018 || KD Loss: 0.0000|| Cost Time: 0:50:51 || Estimated Time: 5:12:24
2023-04-14 00:27:39,837 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:27:42,793 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.872, mIoU: 0.323
2023-04-14 00:27:42,886 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.923, mIoU: 0.412
2023-04-14 00:27:42,981 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.934, mIoU: 0.445
2023-04-14 00:27:43,060 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.939, mIoU: 0.475
2023-04-14 00:27:43,131 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.942, mIoU: 0.466
2023-04-14 00:27:43,204 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.936, mIoU: 0.467
2023-04-14 00:27:43,276 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.935, mIoU: 0.494
2023-04-14 00:27:43,349 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.937, mIoU: 0.492
2023-04-14 00:27:43,422 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.937, mIoU: 0.516
2023-04-14 00:27:43,494 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.934, mIoU: 0.552
2023-04-14 00:27:43,569 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.933, mIoU: 0.535
2023-04-14 00:27:43,643 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.926, mIoU: 0.556
2023-04-14 00:27:43,720 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.927, mIoU: 0.559
2023-04-14 00:27:43,794 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.923, mIoU: 0.551
2023-04-14 00:27:43,866 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.920, mIoU: 0.545
2023-04-14 00:27:43,938 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.542
2023-04-14 00:27:44,006 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.919, mIoU: 0.542
2023-04-14 00:27:44,078 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.920, mIoU: 0.543
2023-04-14 00:27:44,151 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.546
2023-04-14 00:27:44,221 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.920, mIoU: 0.549
2023-04-14 00:27:44,299 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.922, mIoU: 0.552
2023-04-14 00:27:44,376 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.919, mIoU: 0.560
2023-04-14 00:27:44,455 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.919, mIoU: 0.561
2023-04-14 00:27:44,535 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.564
2023-04-14 00:27:44,617 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.916, mIoU: 0.572
2023-04-14 00:27:44,689 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.917, mIoU: 0.578
2023-04-14 00:27:44,764 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.571
2023-04-14 00:27:44,836 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.917, mIoU: 0.570
2023-04-14 00:27:44,907 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.574
2023-04-14 00:27:44,980 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.916, mIoU: 0.568
2023-04-14 00:27:45,052 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.916, mIoU: 0.566
2023-04-14 00:27:45,123 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.916, mIoU: 0.568
2023-04-14 00:27:45,199 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.917, mIoU: 0.570
2023-04-14 00:27:45,279 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.917, mIoU: 0.569
2023-04-14 00:27:45,354 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.917, mIoU: 0.571
2023-04-14 00:27:45,430 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.918, mIoU: 0.572
2023-04-14 00:27:45,502 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.918, mIoU: 0.569
2023-04-14 00:27:45,573 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.569
2023-04-14 00:27:45,644 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.916, mIoU: 0.574
2023-04-14 00:27:45,715 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.917, mIoU: 0.576
2023-04-14 00:27:45,787 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.918, mIoU: 0.576
2023-04-14 00:27:45,857 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.919, mIoU: 0.576
2023-04-14 00:27:45,932 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.919, mIoU: 0.576
2023-04-14 00:27:46,005 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.919, mIoU: 0.575
2023-04-14 00:27:46,083 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.919, mIoU: 0.573
2023-04-14 00:27:46,159 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.574
2023-04-14 00:27:46,233 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.921, mIoU: 0.575
2023-04-14 00:27:46,307 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.574
2023-04-14 00:27:46,381 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.922, mIoU: 0.578
2023-04-14 00:27:46,458 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.580
2023-04-14 00:27:46,531 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.580
2023-04-14 00:27:46,604 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.921, mIoU: 0.584
2023-04-14 00:27:46,675 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.921, mIoU: 0.585
2023-04-14 00:27:46,748 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.922, mIoU: 0.589
2023-04-14 00:27:46,822 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.588
2023-04-14 00:27:46,895 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:27:46,968 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.920, mIoU: 0.590
2023-04-14 00:27:47,047 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.921, mIoU: 0.595
2023-04-14 00:27:47,123 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.598
2023-04-14 00:27:47,197 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.921, mIoU: 0.597
2023-04-14 00:27:47,272 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.920, mIoU: 0.597
2023-04-14 00:27:47,348 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.920, mIoU: 0.598
2023-04-14 00:27:47,420 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.919, mIoU: 0.595
2023-04-14 00:27:47,499 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:27:47,573 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.918, mIoU: 0.597
2023-04-14 00:27:47,650 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.918, mIoU: 0.596
2023-04-14 00:27:47,730 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.917, mIoU: 0.596
2023-04-14 00:27:47,811 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.917, mIoU: 0.597
2023-04-14 00:27:47,893 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.916, mIoU: 0.596
2023-04-14 00:27:47,971 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.917, mIoU: 0.596
2023-04-14 00:27:48,044 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.917, mIoU: 0.596
2023-04-14 00:27:48,115 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.918, mIoU: 0.596
2023-04-14 00:27:48,186 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.918, mIoU: 0.595
2023-04-14 00:27:48,257 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.919, mIoU: 0.594
2023-04-14 00:27:48,332 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:27:48,403 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:27:48,477 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.919, mIoU: 0.593
2023-04-14 00:27:48,555 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.919, mIoU: 0.593
2023-04-14 00:27:48,634 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.593
2023-04-14 00:27:48,714 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.919, mIoU: 0.594
2023-04-14 00:27:48,793 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:27:48,869 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:27:48,945 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:27:49,019 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:27:49,093 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.594
2023-04-14 00:27:49,167 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.594
2023-04-14 00:27:49,242 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.917, mIoU: 0.594
2023-04-14 00:27:49,318 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.918, mIoU: 0.594
2023-04-14 00:27:49,393 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.592
2023-04-14 00:27:49,467 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.592
2023-04-14 00:27:49,539 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.592
2023-04-14 00:27:49,608 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.597
2023-04-14 00:27:49,680 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.917, mIoU: 0.596
2023-04-14 00:27:49,762 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.597
2023-04-14 00:27:49,839 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.918, mIoU: 0.597
2023-04-14 00:27:49,911 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.597
2023-04-14 00:27:49,987 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.918, mIoU: 0.597
2023-04-14 00:27:50,059 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.597
2023-04-14 00:27:50,133 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.598
2023-04-14 00:27:50,206 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.597
2023-04-14 00:27:50,276 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.915, mIoU: 0.596
2023-04-14 00:27:50,347 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.915, mIoU: 0.595
2023-04-14 00:27:50,423 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.915, mIoU: 0.595
2023-04-14 00:27:50,494 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.915, mIoU: 0.595
2023-04-14 00:27:50,568 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.915, mIoU: 0.595
2023-04-14 00:27:50,638 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.916, mIoU: 0.595
2023-04-14 00:27:50,710 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.916, mIoU: 0.595
2023-04-14 00:27:50,781 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.916, mIoU: 0.596
2023-04-14 00:27:50,852 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.916, mIoU: 0.596
2023-04-14 00:27:50,925 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.916, mIoU: 0.596
2023-04-14 00:27:51,008 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.916, mIoU: 0.596
2023-04-14 00:27:51,090 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.916, mIoU: 0.596
2023-04-14 00:27:51,164 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.916, mIoU: 0.595
2023-04-14 00:27:51,237 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.916, mIoU: 0.595
2023-04-14 00:27:51,314 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.916, mIoU: 0.595
2023-04-14 00:27:51,396 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.917, mIoU: 0.595
2023-04-14 00:27:51,471 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.916, mIoU: 0.593
2023-04-14 00:27:51,548 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.916, mIoU: 0.592
2023-04-14 00:27:51,625 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.915, mIoU: 0.586
2023-04-14 00:27:51,704 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.915, mIoU: 0.586
2023-04-14 00:27:51,780 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.915, mIoU: 0.586
2023-04-14 00:27:51,852 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.915, mIoU: 0.586
2023-04-14 00:27:51,924 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.915, mIoU: 0.586
2023-04-14 00:27:51,995 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.915, mIoU: 0.588
2023-04-14 00:27:52,065 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.915, mIoU: 0.587
2023-04-14 00:27:52,136 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.914, mIoU: 0.588
2023-04-14 00:27:52,211 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.914, mIoU: 0.589
2023-04-14 00:27:52,286 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.915, mIoU: 0.589
2023-04-14 00:27:52,362 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.915, mIoU: 0.590
2023-04-14 00:27:52,438 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.915, mIoU: 0.590
2023-04-14 00:27:52,515 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.915, mIoU: 0.588
2023-04-14 00:27:52,590 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.915, mIoU: 0.588
2023-04-14 00:27:52,665 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 00:27:52,739 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 00:27:52,810 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 00:27:52,884 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 00:27:52,962 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.917, mIoU: 0.588
2023-04-14 00:27:53,036 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.916, mIoU: 0.586
2023-04-14 00:27:53,111 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.915, mIoU: 0.585
2023-04-14 00:27:53,188 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.916, mIoU: 0.589
2023-04-14 00:27:53,266 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.916, mIoU: 0.590
2023-04-14 00:27:53,347 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.916, mIoU: 0.590
2023-04-14 00:27:53,426 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.916, mIoU: 0.589
2023-04-14 00:27:53,499 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.916, mIoU: 0.589
2023-04-14 00:27:53,575 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 00:27:53,648 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.916, mIoU: 0.591
2023-04-14 00:27:53,722 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.916, mIoU: 0.591
2023-04-14 00:27:53,795 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.916, mIoU: 0.590
2023-04-14 00:27:53,871 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.916, mIoU: 0.591
2023-04-14 00:27:53,947 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.916, mIoU: 0.590
2023-04-14 00:27:54,023 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.916, mIoU: 0.591
2023-04-14 00:27:54,100 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.916, mIoU: 0.591
2023-04-14 00:27:54,176 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.916, mIoU: 0.590
2023-04-14 00:27:54,252 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.916, mIoU: 0.590
2023-04-14 00:27:54,330 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.916, mIoU: 0.589
2023-04-14 00:27:54,407 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.916, mIoU: 0.589
2023-04-14 00:27:54,484 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.916, mIoU: 0.589
2023-04-14 00:27:54,562 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.916, mIoU: 0.589
2023-04-14 00:27:54,641 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.916, mIoU: 0.589
2023-04-14 00:27:54,713 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 00:27:54,785 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 00:27:54,853 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.916, mIoU: 0.586
2023-04-14 00:27:54,926 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.916, mIoU: 0.586
2023-04-14 00:27:54,997 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.916, mIoU: 0.585
2023-04-14 00:27:55,069 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.916, mIoU: 0.585
2023-04-14 00:27:55,143 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.916, mIoU: 0.585
2023-04-14 00:27:55,215 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.917, mIoU: 0.585
2023-04-14 00:27:55,290 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.917, mIoU: 0.585
2023-04-14 00:27:55,362 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.917, mIoU: 0.586
2023-04-14 00:27:55,443 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.917, mIoU: 0.586
2023-04-14 00:27:55,523 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.917, mIoU: 0.586
2023-04-14 00:27:55,601 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.918, mIoU: 0.586
2023-04-14 00:27:55,675 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.918, mIoU: 0.585
2023-04-14 00:27:55,747 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.918, mIoU: 0.585
2023-04-14 00:27:55,821 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.918, mIoU: 0.586
2023-04-14 00:27:55,892 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.918, mIoU: 0.586
2023-04-14 00:27:55,962 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.918, mIoU: 0.586
2023-04-14 00:27:56,033 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.918, mIoU: 0.585
2023-04-14 00:27:56,109 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.918, mIoU: 0.585
2023-04-14 00:27:56,185 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.918, mIoU: 0.585
2023-04-14 00:27:56,263 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.918, mIoU: 0.585
2023-04-14 00:27:56,342 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.918, mIoU: 0.585
2023-04-14 00:27:56,422 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.918, mIoU: 0.585
2023-04-14 00:27:56,498 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.919, mIoU: 0.585
2023-04-14 00:27:56,570 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.919, mIoU: 0.586
2023-04-14 00:27:56,643 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.919, mIoU: 0.585
2023-04-14 00:27:56,713 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.919, mIoU: 0.585
2023-04-14 00:27:56,787 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.919, mIoU: 0.585
2023-04-14 00:27:56,860 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.919, mIoU: 0.585
2023-04-14 00:27:56,935 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.919, mIoU: 0.585
2023-04-14 00:27:57,011 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.919, mIoU: 0.586
2023-04-14 00:27:57,090 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.920, mIoU: 0.586
2023-04-14 00:27:57,170 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:27:57,244 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.919, mIoU: 0.589
2023-04-14 00:27:57,317 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:27:57,392 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:27:57,464 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:27:57,535 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.920, mIoU: 0.588
2023-04-14 00:27:57,604 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.920, mIoU: 0.588
2023-04-14 00:27:57,675 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.920, mIoU: 0.588
2023-04-14 00:27:57,751 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.919, mIoU: 0.590
2023-04-14 00:27:57,824 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.919, mIoU: 0.590
2023-04-14 00:27:57,903 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.920, mIoU: 0.590
2023-04-14 00:27:57,985 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.920, mIoU: 0.590
2023-04-14 00:27:58,066 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.920, mIoU: 0.590
2023-04-14 00:27:58,143 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.920, mIoU: 0.590
2023-04-14 00:27:58,215 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.920, mIoU: 0.590
2023-04-14 00:27:58,289 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:27:58,360 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:27:58,433 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.920, mIoU: 0.589
2023-04-14 00:27:58,507 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.921, mIoU: 0.589
2023-04-14 00:27:58,586 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.921, mIoU: 0.590
2023-04-14 00:27:58,663 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.921, mIoU: 0.591
2023-04-14 00:27:58,739 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.921, mIoU: 0.591
2023-04-14 00:27:58,814 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.921, mIoU: 0.591
2023-04-14 00:27:58,889 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.921, mIoU: 0.591
2023-04-14 00:27:58,962 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.921, mIoU: 0.591
2023-04-14 00:27:59,032 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.921, mIoU: 0.591
2023-04-14 00:27:59,106 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:27:59,173 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.922, mIoU: 0.591
2023-04-14 00:27:59,238 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.921, mIoU: 0.593
2023-04-14 00:27:59,302 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-14 00:27:59,367 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.922, mIoU: 0.594
2023-04-14 00:27:59,433 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.922, mIoU: 0.594
2023-04-14 00:27:59,498 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.922, mIoU: 0.594
2023-04-14 00:27:59,563 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.922, mIoU: 0.594
2023-04-14 00:27:59,627 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.923, mIoU: 0.595
2023-04-14 00:27:59,691 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.923, mIoU: 0.595
2023-04-14 00:27:59,755 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.922, mIoU: 0.596
2023-04-14 00:27:59,818 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.922, mIoU: 0.596
2023-04-14 00:27:59,880 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.921, mIoU: 0.595
2023-04-14 00:27:59,945 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.921, mIoU: 0.595
2023-04-14 00:28:00,026 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-14 00:28:00,094 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.922, mIoU: 0.594
2023-04-14 00:28:00,163 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.922, mIoU: 0.594
2023-04-14 00:28:00,230 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-14 00:28:00,297 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-14 00:28:00,364 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-14 00:28:00,430 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-14 00:28:00,497 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-14 00:28:00,564 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.922, mIoU: 0.596
2023-04-14 00:28:00,629 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.922, mIoU: 0.596
2023-04-14 00:28:00,692 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.922, mIoU: 0.596
2023-04-14 00:28:00,760 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.923, mIoU: 0.597
2023-04-14 00:28:00,834 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.923, mIoU: 0.597
2023-04-14 00:28:00,907 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.923, mIoU: 0.598
2023-04-14 00:28:00,978 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.923, mIoU: 0.598
2023-04-14 00:28:01,046 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.923, mIoU: 0.598
2023-04-14 00:28:01,118 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.923, mIoU: 0.598
2023-04-14 00:28:01,189 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.923, mIoU: 0.598
2023-04-14 00:28:01,709 semantic_segmentation INFO: Overall validation pixAcc: 93.131, mIoU: 61.229
2023-04-14 00:28:06,665 semantic_segmentation INFO: Iters: 5610/40000 || Lr: 0.017470 || Task Loss: 0.5022 || KD Loss: 0.0000|| Cost Time: 0:51:18 || Estimated Time: 5:14:32
2023-04-14 00:28:11,457 semantic_segmentation INFO: Iters: 5620/40000 || Lr: 0.017465 || Task Loss: 0.4710 || KD Loss: 0.0000|| Cost Time: 0:51:23 || Estimated Time: 5:14:22
2023-04-14 00:28:16,218 semantic_segmentation INFO: Iters: 5630/40000 || Lr: 0.017461 || Task Loss: 0.4438 || KD Loss: 0.0000|| Cost Time: 0:51:28 || Estimated Time: 5:14:12
2023-04-14 00:28:20,990 semantic_segmentation INFO: Iters: 5640/40000 || Lr: 0.017456 || Task Loss: 0.2799 || KD Loss: 0.0000|| Cost Time: 0:51:33 || Estimated Time: 5:14:03
2023-04-14 00:28:25,776 semantic_segmentation INFO: Iters: 5650/40000 || Lr: 0.017452 || Task Loss: 0.5170 || KD Loss: 0.0000|| Cost Time: 0:51:38 || Estimated Time: 5:13:53
2023-04-14 00:28:30,550 semantic_segmentation INFO: Iters: 5660/40000 || Lr: 0.017447 || Task Loss: 0.2176 || KD Loss: 0.0000|| Cost Time: 0:51:42 || Estimated Time: 5:13:43
2023-04-14 00:28:35,333 semantic_segmentation INFO: Iters: 5670/40000 || Lr: 0.017443 || Task Loss: 0.2906 || KD Loss: 0.0000|| Cost Time: 0:51:47 || Estimated Time: 5:13:33
2023-04-14 00:28:40,115 semantic_segmentation INFO: Iters: 5680/40000 || Lr: 0.017438 || Task Loss: 0.3269 || KD Loss: 0.0000|| Cost Time: 0:51:52 || Estimated Time: 5:13:24
2023-04-14 00:28:44,909 semantic_segmentation INFO: Iters: 5690/40000 || Lr: 0.017434 || Task Loss: 0.2918 || KD Loss: 0.0000|| Cost Time: 0:51:57 || Estimated Time: 5:13:14
2023-04-14 00:28:49,673 semantic_segmentation INFO: Iters: 5700/40000 || Lr: 0.017429 || Task Loss: 0.3729 || KD Loss: 0.0000|| Cost Time: 0:52:01 || Estimated Time: 5:13:04
2023-04-14 00:28:54,452 semantic_segmentation INFO: Iters: 5710/40000 || Lr: 0.017425 || Task Loss: 0.3272 || KD Loss: 0.0000|| Cost Time: 0:52:06 || Estimated Time: 5:12:55
2023-04-14 00:28:59,217 semantic_segmentation INFO: Iters: 5720/40000 || Lr: 0.017420 || Task Loss: 0.3031 || KD Loss: 0.0000|| Cost Time: 0:52:11 || Estimated Time: 5:12:45
2023-04-14 00:29:04,007 semantic_segmentation INFO: Iters: 5730/40000 || Lr: 0.017415 || Task Loss: 0.3616 || KD Loss: 0.0000|| Cost Time: 0:52:16 || Estimated Time: 5:12:35
2023-04-14 00:29:08,793 semantic_segmentation INFO: Iters: 5740/40000 || Lr: 0.017411 || Task Loss: 0.4511 || KD Loss: 0.0000|| Cost Time: 0:52:21 || Estimated Time: 5:12:26
2023-04-14 00:29:13,567 semantic_segmentation INFO: Iters: 5750/40000 || Lr: 0.017406 || Task Loss: 0.3106 || KD Loss: 0.0000|| Cost Time: 0:52:25 || Estimated Time: 5:12:16
2023-04-14 00:29:18,405 semantic_segmentation INFO: Iters: 5760/40000 || Lr: 0.017402 || Task Loss: 0.3526 || KD Loss: 0.0000|| Cost Time: 0:52:30 || Estimated Time: 5:12:07
2023-04-14 00:29:23,188 semantic_segmentation INFO: Iters: 5770/40000 || Lr: 0.017397 || Task Loss: 0.3836 || KD Loss: 0.0000|| Cost Time: 0:52:35 || Estimated Time: 5:11:57
2023-04-14 00:29:27,946 semantic_segmentation INFO: Iters: 5780/40000 || Lr: 0.017393 || Task Loss: 0.2328 || KD Loss: 0.0000|| Cost Time: 0:52:40 || Estimated Time: 5:11:48
2023-04-14 00:29:32,753 semantic_segmentation INFO: Iters: 5790/40000 || Lr: 0.017388 || Task Loss: 0.3205 || KD Loss: 0.0000|| Cost Time: 0:52:45 || Estimated Time: 5:11:38
2023-04-14 00:29:37,525 semantic_segmentation INFO: Iters: 5800/40000 || Lr: 0.017384 || Task Loss: 0.3515 || KD Loss: 0.0000|| Cost Time: 0:52:49 || Estimated Time: 5:11:29
2023-04-14 00:29:42,298 semantic_segmentation INFO: Iters: 5810/40000 || Lr: 0.017379 || Task Loss: 0.2951 || KD Loss: 0.0000|| Cost Time: 0:52:54 || Estimated Time: 5:11:19
2023-04-14 00:29:47,072 semantic_segmentation INFO: Iters: 5820/40000 || Lr: 0.017374 || Task Loss: 0.3186 || KD Loss: 0.0000|| Cost Time: 0:52:59 || Estimated Time: 5:11:10
2023-04-14 00:29:51,849 semantic_segmentation INFO: Iters: 5830/40000 || Lr: 0.017370 || Task Loss: 0.4030 || KD Loss: 0.0000|| Cost Time: 0:53:04 || Estimated Time: 5:11:00
2023-04-14 00:29:56,569 semantic_segmentation INFO: Iters: 5840/40000 || Lr: 0.017365 || Task Loss: 0.3056 || KD Loss: 0.0000|| Cost Time: 0:53:08 || Estimated Time: 5:10:50
2023-04-14 00:30:01,352 semantic_segmentation INFO: Iters: 5850/40000 || Lr: 0.017361 || Task Loss: 0.4180 || KD Loss: 0.0000|| Cost Time: 0:53:13 || Estimated Time: 5:10:41
2023-04-14 00:30:06,131 semantic_segmentation INFO: Iters: 5860/40000 || Lr: 0.017356 || Task Loss: 0.3768 || KD Loss: 0.0000|| Cost Time: 0:53:18 || Estimated Time: 5:10:32
2023-04-14 00:30:10,901 semantic_segmentation INFO: Iters: 5870/40000 || Lr: 0.017352 || Task Loss: 0.4641 || KD Loss: 0.0000|| Cost Time: 0:53:23 || Estimated Time: 5:10:22
2023-04-14 00:30:15,720 semantic_segmentation INFO: Iters: 5880/40000 || Lr: 0.017347 || Task Loss: 0.4570 || KD Loss: 0.0000|| Cost Time: 0:53:27 || Estimated Time: 5:10:13
2023-04-14 00:30:20,494 semantic_segmentation INFO: Iters: 5890/40000 || Lr: 0.017343 || Task Loss: 0.4665 || KD Loss: 0.0000|| Cost Time: 0:53:32 || Estimated Time: 5:10:04
2023-04-14 00:30:25,240 semantic_segmentation INFO: Iters: 5900/40000 || Lr: 0.017338 || Task Loss: 0.4104 || KD Loss: 0.0000|| Cost Time: 0:53:37 || Estimated Time: 5:09:54
2023-04-14 00:30:30,042 semantic_segmentation INFO: Iters: 5910/40000 || Lr: 0.017334 || Task Loss: 0.5191 || KD Loss: 0.0000|| Cost Time: 0:53:42 || Estimated Time: 5:09:45
2023-04-14 00:30:34,819 semantic_segmentation INFO: Iters: 5920/40000 || Lr: 0.017329 || Task Loss: 0.2919 || KD Loss: 0.0000|| Cost Time: 0:53:47 || Estimated Time: 5:09:35
2023-04-14 00:30:39,644 semantic_segmentation INFO: Iters: 5930/40000 || Lr: 0.017324 || Task Loss: 0.3941 || KD Loss: 0.0000|| Cost Time: 0:53:51 || Estimated Time: 5:09:26
2023-04-14 00:30:44,439 semantic_segmentation INFO: Iters: 5940/40000 || Lr: 0.017320 || Task Loss: 0.4052 || KD Loss: 0.0000|| Cost Time: 0:53:56 || Estimated Time: 5:09:17
2023-04-14 00:30:49,216 semantic_segmentation INFO: Iters: 5950/40000 || Lr: 0.017315 || Task Loss: 0.3493 || KD Loss: 0.0000|| Cost Time: 0:54:01 || Estimated Time: 5:09:08
2023-04-14 00:30:54,005 semantic_segmentation INFO: Iters: 5960/40000 || Lr: 0.017311 || Task Loss: 0.3109 || KD Loss: 0.0000|| Cost Time: 0:54:06 || Estimated Time: 5:08:59
2023-04-14 00:30:58,774 semantic_segmentation INFO: Iters: 5970/40000 || Lr: 0.017306 || Task Loss: 0.3440 || KD Loss: 0.0000|| Cost Time: 0:54:11 || Estimated Time: 5:08:49
2023-04-14 00:31:03,544 semantic_segmentation INFO: Iters: 5980/40000 || Lr: 0.017302 || Task Loss: 0.3536 || KD Loss: 0.0000|| Cost Time: 0:54:15 || Estimated Time: 5:08:40
2023-04-14 00:31:08,315 semantic_segmentation INFO: Iters: 5990/40000 || Lr: 0.017297 || Task Loss: 0.4241 || KD Loss: 0.0000|| Cost Time: 0:54:20 || Estimated Time: 5:08:31
2023-04-14 00:31:13,099 semantic_segmentation INFO: Iters: 6000/40000 || Lr: 0.017293 || Task Loss: 0.2778 || KD Loss: 0.0000|| Cost Time: 0:54:25 || Estimated Time: 5:08:22
2023-04-14 00:31:13,445 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:31:15,827 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.907, mIoU: 0.348
2023-04-14 00:31:16,187 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.896, mIoU: 0.419
2023-04-14 00:31:16,440 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.916, mIoU: 0.429
2023-04-14 00:31:16,527 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.926, mIoU: 0.461
2023-04-14 00:31:16,608 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.920, mIoU: 0.445
2023-04-14 00:31:16,703 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.912, mIoU: 0.447
2023-04-14 00:31:16,776 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.918, mIoU: 0.448
2023-04-14 00:31:16,850 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.921, mIoU: 0.473
2023-04-14 00:31:16,923 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.924, mIoU: 0.479
2023-04-14 00:31:16,994 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.923, mIoU: 0.491
2023-04-14 00:31:17,062 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.926, mIoU: 0.502
2023-04-14 00:31:17,134 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.925, mIoU: 0.536
2023-04-14 00:31:17,203 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.924, mIoU: 0.546
2023-04-14 00:31:17,273 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.537
2023-04-14 00:31:17,345 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.542
2023-04-14 00:31:17,419 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.922, mIoU: 0.538
2023-04-14 00:31:17,491 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.922, mIoU: 0.543
2023-04-14 00:31:17,564 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.923, mIoU: 0.540
2023-04-14 00:31:17,640 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.921, mIoU: 0.544
2023-04-14 00:31:17,720 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.549
2023-04-14 00:31:17,796 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.921, mIoU: 0.547
2023-04-14 00:31:17,872 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.913, mIoU: 0.529
2023-04-14 00:31:17,947 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.914, mIoU: 0.530
2023-04-14 00:31:18,024 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.914, mIoU: 0.539
2023-04-14 00:31:18,099 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.914, mIoU: 0.557
2023-04-14 00:31:18,173 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.914, mIoU: 0.560
2023-04-14 00:31:18,249 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.913, mIoU: 0.557
2023-04-14 00:31:18,337 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.556
2023-04-14 00:31:18,410 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.912, mIoU: 0.559
2023-04-14 00:31:18,484 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.911, mIoU: 0.555
2023-04-14 00:31:18,560 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.911, mIoU: 0.553
2023-04-14 00:31:18,633 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.912, mIoU: 0.555
2023-04-14 00:31:18,708 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 00:31:18,782 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 00:31:18,853 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.911, mIoU: 0.548
2023-04-14 00:31:18,925 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.911, mIoU: 0.548
2023-04-14 00:31:18,997 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.911, mIoU: 0.546
2023-04-14 00:31:19,078 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.911, mIoU: 0.546
2023-04-14 00:31:19,157 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.910, mIoU: 0.549
2023-04-14 00:31:19,234 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.549
2023-04-14 00:31:19,307 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.912, mIoU: 0.548
2023-04-14 00:31:19,382 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.913, mIoU: 0.548
2023-04-14 00:31:19,456 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:19,529 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.547
2023-04-14 00:31:19,602 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.545
2023-04-14 00:31:19,678 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.543
2023-04-14 00:31:19,753 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.544
2023-04-14 00:31:19,829 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.542
2023-04-14 00:31:19,908 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.916, mIoU: 0.548
2023-04-14 00:31:19,988 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.916, mIoU: 0.550
2023-04-14 00:31:20,067 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.916, mIoU: 0.550
2023-04-14 00:31:20,142 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.551
2023-04-14 00:31:20,218 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.551
2023-04-14 00:31:20,289 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.551
2023-04-14 00:31:20,360 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.912, mIoU: 0.549
2023-04-14 00:31:20,432 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.912, mIoU: 0.550
2023-04-14 00:31:20,511 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.913, mIoU: 0.550
2023-04-14 00:31:20,586 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.913, mIoU: 0.554
2023-04-14 00:31:20,666 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.914, mIoU: 0.558
2023-04-14 00:31:20,742 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.558
2023-04-14 00:31:20,820 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.558
2023-04-14 00:31:20,895 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.914, mIoU: 0.560
2023-04-14 00:31:20,971 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.912, mIoU: 0.556
2023-04-14 00:31:21,044 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.912, mIoU: 0.558
2023-04-14 00:31:21,120 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.912, mIoU: 0.558
2023-04-14 00:31:21,192 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.911, mIoU: 0.558
2023-04-14 00:31:21,266 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.911, mIoU: 0.557
2023-04-14 00:31:21,344 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.911, mIoU: 0.558
2023-04-14 00:31:21,420 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.911, mIoU: 0.557
2023-04-14 00:31:21,497 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.911, mIoU: 0.557
2023-04-14 00:31:21,570 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.912, mIoU: 0.558
2023-04-14 00:31:21,645 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.912, mIoU: 0.557
2023-04-14 00:31:21,718 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.912, mIoU: 0.556
2023-04-14 00:31:21,790 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.912, mIoU: 0.555
2023-04-14 00:31:21,866 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.913, mIoU: 0.558
2023-04-14 00:31:21,943 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.913, mIoU: 0.557
2023-04-14 00:31:22,019 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.912, mIoU: 0.556
2023-04-14 00:31:22,094 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.912, mIoU: 0.556
2023-04-14 00:31:22,171 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.912, mIoU: 0.556
2023-04-14 00:31:22,249 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.913, mIoU: 0.557
2023-04-14 00:31:22,324 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.913, mIoU: 0.559
2023-04-14 00:31:22,396 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.913, mIoU: 0.561
2023-04-14 00:31:22,471 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.913, mIoU: 0.561
2023-04-14 00:31:22,544 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.913, mIoU: 0.561
2023-04-14 00:31:22,619 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.911, mIoU: 0.559
2023-04-14 00:31:22,691 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.911, mIoU: 0.559
2023-04-14 00:31:22,768 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.911, mIoU: 0.560
2023-04-14 00:31:22,843 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.911, mIoU: 0.560
2023-04-14 00:31:22,918 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.912, mIoU: 0.560
2023-04-14 00:31:22,996 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.912, mIoU: 0.560
2023-04-14 00:31:23,074 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.912, mIoU: 0.559
2023-04-14 00:31:23,144 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:31:23,216 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:31:23,289 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.913, mIoU: 0.566
2023-04-14 00:31:23,364 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.566
2023-04-14 00:31:23,437 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:31:23,511 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:31:23,585 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.914, mIoU: 0.565
2023-04-14 00:31:23,659 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.913, mIoU: 0.567
2023-04-14 00:31:23,736 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.913, mIoU: 0.567
2023-04-14 00:31:23,811 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.912, mIoU: 0.566
2023-04-14 00:31:23,892 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.911, mIoU: 0.565
2023-04-14 00:31:23,968 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.911, mIoU: 0.565
2023-04-14 00:31:24,046 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:31:24,119 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:31:24,201 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.912, mIoU: 0.565
2023-04-14 00:31:24,279 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:31:24,356 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:31:24,428 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:31:24,500 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 00:31:24,571 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.912, mIoU: 0.564
2023-04-14 00:31:24,642 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.913, mIoU: 0.564
2023-04-14 00:31:24,715 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.913, mIoU: 0.563
2023-04-14 00:31:24,786 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.913, mIoU: 0.563
2023-04-14 00:31:24,858 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.913, mIoU: 0.563
2023-04-14 00:31:24,933 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.913, mIoU: 0.562
2023-04-14 00:31:25,012 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.913, mIoU: 0.563
2023-04-14 00:31:25,091 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.913, mIoU: 0.562
2023-04-14 00:31:25,163 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.912, mIoU: 0.561
2023-04-14 00:31:25,238 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.912, mIoU: 0.561
2023-04-14 00:31:25,311 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.912, mIoU: 0.560
2023-04-14 00:31:25,388 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.911, mIoU: 0.559
2023-04-14 00:31:25,460 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.912, mIoU: 0.559
2023-04-14 00:31:25,537 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.911, mIoU: 0.562
2023-04-14 00:31:25,612 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:31:25,683 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.910, mIoU: 0.562
2023-04-14 00:31:25,758 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.910, mIoU: 0.563
2023-04-14 00:31:25,838 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.910, mIoU: 0.563
2023-04-14 00:31:25,916 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.910, mIoU: 0.563
2023-04-14 00:31:25,992 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.911, mIoU: 0.563
2023-04-14 00:31:26,067 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.910, mIoU: 0.562
2023-04-14 00:31:26,140 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.910, mIoU: 0.562
2023-04-14 00:31:26,213 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:31:26,285 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:31:26,356 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:31:26,431 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:31:26,508 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:31:26,583 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.911, mIoU: 0.561
2023-04-14 00:31:26,663 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.910, mIoU: 0.559
2023-04-14 00:31:26,751 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.909, mIoU: 0.558
2023-04-14 00:31:26,828 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.909, mIoU: 0.558
2023-04-14 00:31:26,905 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.909, mIoU: 0.558
2023-04-14 00:31:26,981 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.909, mIoU: 0.557
2023-04-14 00:31:27,052 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.909, mIoU: 0.558
2023-04-14 00:31:27,121 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.909, mIoU: 0.557
2023-04-14 00:31:27,194 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.908, mIoU: 0.556
2023-04-14 00:31:27,270 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.908, mIoU: 0.556
2023-04-14 00:31:27,347 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.908, mIoU: 0.555
2023-04-14 00:31:27,422 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.908, mIoU: 0.555
2023-04-14 00:31:27,498 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.909, mIoU: 0.555
2023-04-14 00:31:27,574 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.909, mIoU: 0.557
2023-04-14 00:31:27,647 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.909, mIoU: 0.557
2023-04-14 00:31:27,717 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.909, mIoU: 0.557
2023-04-14 00:31:27,790 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.909, mIoU: 0.557
2023-04-14 00:31:27,866 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.908, mIoU: 0.555
2023-04-14 00:31:27,935 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.909, mIoU: 0.555
2023-04-14 00:31:28,007 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.909, mIoU: 0.555
2023-04-14 00:31:28,080 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.909, mIoU: 0.555
2023-04-14 00:31:28,152 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.909, mIoU: 0.555
2023-04-14 00:31:28,229 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.909, mIoU: 0.555
2023-04-14 00:31:28,307 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.909, mIoU: 0.554
2023-04-14 00:31:28,387 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.909, mIoU: 0.554
2023-04-14 00:31:28,465 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.909, mIoU: 0.553
2023-04-14 00:31:28,543 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.909, mIoU: 0.553
2023-04-14 00:31:28,615 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.909, mIoU: 0.553
2023-04-14 00:31:28,686 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.909, mIoU: 0.553
2023-04-14 00:31:28,757 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.910, mIoU: 0.553
2023-04-14 00:31:28,829 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.909, mIoU: 0.552
2023-04-14 00:31:28,907 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.910, mIoU: 0.553
2023-04-14 00:31:28,987 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.910, mIoU: 0.553
2023-04-14 00:31:29,063 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.910, mIoU: 0.553
2023-04-14 00:31:29,146 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.910, mIoU: 0.553
2023-04-14 00:31:29,219 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 00:31:29,291 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.911, mIoU: 0.552
2023-04-14 00:31:29,362 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 00:31:29,433 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 00:31:29,510 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 00:31:29,584 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 00:31:29,660 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.910, mIoU: 0.551
2023-04-14 00:31:29,738 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.910, mIoU: 0.551
2023-04-14 00:31:29,813 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.910, mIoU: 0.551
2023-04-14 00:31:29,888 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.910, mIoU: 0.551
2023-04-14 00:31:29,961 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.911, mIoU: 0.551
2023-04-14 00:31:30,034 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.911, mIoU: 0.551
2023-04-14 00:31:30,108 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.911, mIoU: 0.551
2023-04-14 00:31:30,178 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.911, mIoU: 0.551
2023-04-14 00:31:30,248 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.911, mIoU: 0.551
2023-04-14 00:31:30,326 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.911, mIoU: 0.551
2023-04-14 00:31:30,402 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.911, mIoU: 0.549
2023-04-14 00:31:30,476 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.911, mIoU: 0.550
2023-04-14 00:31:30,551 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.911, mIoU: 0.550
2023-04-14 00:31:30,625 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.911, mIoU: 0.550
2023-04-14 00:31:30,704 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.911, mIoU: 0.549
2023-04-14 00:31:30,782 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.911, mIoU: 0.549
2023-04-14 00:31:30,855 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.911, mIoU: 0.549
2023-04-14 00:31:30,928 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.911, mIoU: 0.548
2023-04-14 00:31:30,998 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.911, mIoU: 0.548
2023-04-14 00:31:31,069 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.912, mIoU: 0.548
2023-04-14 00:31:31,145 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.912, mIoU: 0.548
2023-04-14 00:31:31,222 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.912, mIoU: 0.548
2023-04-14 00:31:31,298 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.911, mIoU: 0.548
2023-04-14 00:31:31,377 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.911, mIoU: 0.548
2023-04-14 00:31:31,453 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.911, mIoU: 0.548
2023-04-14 00:31:31,530 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.911, mIoU: 0.548
2023-04-14 00:31:31,606 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.912, mIoU: 0.548
2023-04-14 00:31:31,682 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.912, mIoU: 0.548
2023-04-14 00:31:31,753 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.912, mIoU: 0.548
2023-04-14 00:31:31,824 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.912, mIoU: 0.547
2023-04-14 00:31:31,897 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.912, mIoU: 0.548
2023-04-14 00:31:31,978 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.912, mIoU: 0.547
2023-04-14 00:31:32,057 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.913, mIoU: 0.548
2023-04-14 00:31:32,131 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.913, mIoU: 0.548
2023-04-14 00:31:32,206 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.913, mIoU: 0.549
2023-04-14 00:31:32,279 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.913, mIoU: 0.548
2023-04-14 00:31:32,355 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.913, mIoU: 0.548
2023-04-14 00:31:32,427 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.913, mIoU: 0.548
2023-04-14 00:31:32,501 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.913, mIoU: 0.548
2023-04-14 00:31:32,574 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:32,644 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:32,714 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:32,786 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.914, mIoU: 0.547
2023-04-14 00:31:32,860 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.914, mIoU: 0.547
2023-04-14 00:31:32,931 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.914, mIoU: 0.547
2023-04-14 00:31:33,002 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.914, mIoU: 0.547
2023-04-14 00:31:33,072 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.914, mIoU: 0.547
2023-04-14 00:31:33,142 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.914, mIoU: 0.547
2023-04-14 00:31:33,211 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.915, mIoU: 0.548
2023-04-14 00:31:33,281 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.915, mIoU: 0.547
2023-04-14 00:31:33,350 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:33,417 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:33,484 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.914, mIoU: 0.548
2023-04-14 00:31:33,548 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.914, mIoU: 0.548
2023-04-14 00:31:33,614 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.914, mIoU: 0.548
2023-04-14 00:31:33,680 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.913, mIoU: 0.547
2023-04-14 00:31:33,747 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.913, mIoU: 0.548
2023-04-14 00:31:33,819 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.914, mIoU: 0.548
2023-04-14 00:31:33,889 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:33,960 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:34,029 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.914, mIoU: 0.548
2023-04-14 00:31:34,098 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.914, mIoU: 0.548
2023-04-14 00:31:34,167 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:34,236 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:34,302 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.914, mIoU: 0.549
2023-04-14 00:31:34,369 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.914, mIoU: 0.550
2023-04-14 00:31:34,436 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.914, mIoU: 0.550
2023-04-14 00:31:34,502 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.914, mIoU: 0.551
2023-04-14 00:31:34,570 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.914, mIoU: 0.551
2023-04-14 00:31:34,637 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.914, mIoU: 0.551
2023-04-14 00:31:34,707 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.914, mIoU: 0.551
2023-04-14 00:31:34,777 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.915, mIoU: 0.551
2023-04-14 00:31:35,526 semantic_segmentation INFO: Overall validation pixAcc: 92.210, mIoU: 55.577
2023-04-14 00:31:40,547 semantic_segmentation INFO: Iters: 6010/40000 || Lr: 0.017288 || Task Loss: 0.3052 || KD Loss: 0.0000|| Cost Time: 0:54:52 || Estimated Time: 5:10:21
2023-04-14 00:31:45,309 semantic_segmentation INFO: Iters: 6020/40000 || Lr: 0.017283 || Task Loss: 0.3377 || KD Loss: 0.0000|| Cost Time: 0:54:57 || Estimated Time: 5:10:11
2023-04-14 00:31:50,108 semantic_segmentation INFO: Iters: 6030/40000 || Lr: 0.017279 || Task Loss: 0.4958 || KD Loss: 0.0000|| Cost Time: 0:55:02 || Estimated Time: 5:10:02
2023-04-14 00:31:54,883 semantic_segmentation INFO: Iters: 6040/40000 || Lr: 0.017274 || Task Loss: 0.2586 || KD Loss: 0.0000|| Cost Time: 0:55:07 || Estimated Time: 5:09:53
2023-04-14 00:31:59,666 semantic_segmentation INFO: Iters: 6050/40000 || Lr: 0.017270 || Task Loss: 0.3140 || KD Loss: 0.0000|| Cost Time: 0:55:11 || Estimated Time: 5:09:43
2023-04-14 00:32:04,532 semantic_segmentation INFO: Iters: 6060/40000 || Lr: 0.017265 || Task Loss: 0.4285 || KD Loss: 0.0000|| Cost Time: 0:55:16 || Estimated Time: 5:09:34
2023-04-14 00:32:09,371 semantic_segmentation INFO: Iters: 6070/40000 || Lr: 0.017261 || Task Loss: 0.3765 || KD Loss: 0.0000|| Cost Time: 0:55:21 || Estimated Time: 5:09:25
2023-04-14 00:32:14,146 semantic_segmentation INFO: Iters: 6080/40000 || Lr: 0.017256 || Task Loss: 0.6104 || KD Loss: 0.0000|| Cost Time: 0:55:26 || Estimated Time: 5:09:16
2023-04-14 00:32:18,900 semantic_segmentation INFO: Iters: 6090/40000 || Lr: 0.017252 || Task Loss: 0.3746 || KD Loss: 0.0000|| Cost Time: 0:55:31 || Estimated Time: 5:09:06
2023-04-14 00:32:23,693 semantic_segmentation INFO: Iters: 6100/40000 || Lr: 0.017247 || Task Loss: 0.2470 || KD Loss: 0.0000|| Cost Time: 0:55:35 || Estimated Time: 5:08:57
2023-04-14 00:32:28,507 semantic_segmentation INFO: Iters: 6110/40000 || Lr: 0.017243 || Task Loss: 0.7166 || KD Loss: 0.0000|| Cost Time: 0:55:40 || Estimated Time: 5:08:48
2023-04-14 00:32:33,325 semantic_segmentation INFO: Iters: 6120/40000 || Lr: 0.017238 || Task Loss: 0.4420 || KD Loss: 0.0000|| Cost Time: 0:55:45 || Estimated Time: 5:08:39
2023-04-14 00:32:38,158 semantic_segmentation INFO: Iters: 6130/40000 || Lr: 0.017233 || Task Loss: 0.2287 || KD Loss: 0.0000|| Cost Time: 0:55:50 || Estimated Time: 5:08:30
2023-04-14 00:32:43,005 semantic_segmentation INFO: Iters: 6140/40000 || Lr: 0.017229 || Task Loss: 0.3606 || KD Loss: 0.0000|| Cost Time: 0:55:55 || Estimated Time: 5:08:21
2023-04-14 00:32:47,775 semantic_segmentation INFO: Iters: 6150/40000 || Lr: 0.017224 || Task Loss: 0.3229 || KD Loss: 0.0000|| Cost Time: 0:56:00 || Estimated Time: 5:08:12
2023-04-14 00:32:52,597 semantic_segmentation INFO: Iters: 6160/40000 || Lr: 0.017220 || Task Loss: 0.2656 || KD Loss: 0.0000|| Cost Time: 0:56:04 || Estimated Time: 5:08:03
2023-04-14 00:32:57,430 semantic_segmentation INFO: Iters: 6170/40000 || Lr: 0.017215 || Task Loss: 0.3318 || KD Loss: 0.0000|| Cost Time: 0:56:09 || Estimated Time: 5:07:54
2023-04-14 00:33:02,192 semantic_segmentation INFO: Iters: 6180/40000 || Lr: 0.017211 || Task Loss: 0.2995 || KD Loss: 0.0000|| Cost Time: 0:56:14 || Estimated Time: 5:07:45
2023-04-14 00:33:06,981 semantic_segmentation INFO: Iters: 6190/40000 || Lr: 0.017206 || Task Loss: 0.2737 || KD Loss: 0.0000|| Cost Time: 0:56:19 || Estimated Time: 5:07:36
2023-04-14 00:33:11,802 semantic_segmentation INFO: Iters: 6200/40000 || Lr: 0.017202 || Task Loss: 0.5915 || KD Loss: 0.0000|| Cost Time: 0:56:24 || Estimated Time: 5:07:27
2023-04-14 00:33:16,646 semantic_segmentation INFO: Iters: 6210/40000 || Lr: 0.017197 || Task Loss: 0.2894 || KD Loss: 0.0000|| Cost Time: 0:56:28 || Estimated Time: 5:07:18
2023-04-14 00:33:21,454 semantic_segmentation INFO: Iters: 6220/40000 || Lr: 0.017192 || Task Loss: 0.3308 || KD Loss: 0.0000|| Cost Time: 0:56:33 || Estimated Time: 5:07:09
2023-04-14 00:33:26,238 semantic_segmentation INFO: Iters: 6230/40000 || Lr: 0.017188 || Task Loss: 0.2703 || KD Loss: 0.0000|| Cost Time: 0:56:38 || Estimated Time: 5:07:00
2023-04-14 00:33:31,024 semantic_segmentation INFO: Iters: 6240/40000 || Lr: 0.017183 || Task Loss: 0.4443 || KD Loss: 0.0000|| Cost Time: 0:56:43 || Estimated Time: 5:06:51
2023-04-14 00:33:35,852 semantic_segmentation INFO: Iters: 6250/40000 || Lr: 0.017179 || Task Loss: 0.2955 || KD Loss: 0.0000|| Cost Time: 0:56:48 || Estimated Time: 5:06:42
2023-04-14 00:33:40,623 semantic_segmentation INFO: Iters: 6260/40000 || Lr: 0.017174 || Task Loss: 0.2933 || KD Loss: 0.0000|| Cost Time: 0:56:52 || Estimated Time: 5:06:33
2023-04-14 00:33:45,409 semantic_segmentation INFO: Iters: 6270/40000 || Lr: 0.017170 || Task Loss: 0.3192 || KD Loss: 0.0000|| Cost Time: 0:56:57 || Estimated Time: 5:06:24
2023-04-14 00:33:50,223 semantic_segmentation INFO: Iters: 6280/40000 || Lr: 0.017165 || Task Loss: 0.3058 || KD Loss: 0.0000|| Cost Time: 0:57:02 || Estimated Time: 5:06:15
2023-04-14 00:33:55,019 semantic_segmentation INFO: Iters: 6290/40000 || Lr: 0.017161 || Task Loss: 0.5977 || KD Loss: 0.0000|| Cost Time: 0:57:07 || Estimated Time: 5:06:06
2023-04-14 00:33:59,811 semantic_segmentation INFO: Iters: 6300/40000 || Lr: 0.017156 || Task Loss: 0.3501 || KD Loss: 0.0000|| Cost Time: 0:57:12 || Estimated Time: 5:05:57
2023-04-14 00:34:04,573 semantic_segmentation INFO: Iters: 6310/40000 || Lr: 0.017151 || Task Loss: 0.3126 || KD Loss: 0.0000|| Cost Time: 0:57:16 || Estimated Time: 5:05:48
2023-04-14 00:34:09,377 semantic_segmentation INFO: Iters: 6320/40000 || Lr: 0.017147 || Task Loss: 0.5836 || KD Loss: 0.0000|| Cost Time: 0:57:21 || Estimated Time: 5:05:39
2023-04-14 00:34:14,182 semantic_segmentation INFO: Iters: 6330/40000 || Lr: 0.017142 || Task Loss: 0.2766 || KD Loss: 0.0000|| Cost Time: 0:57:26 || Estimated Time: 5:05:30
2023-04-14 00:34:19,006 semantic_segmentation INFO: Iters: 6340/40000 || Lr: 0.017138 || Task Loss: 0.5693 || KD Loss: 0.0000|| Cost Time: 0:57:31 || Estimated Time: 5:05:21
2023-04-14 00:34:23,837 semantic_segmentation INFO: Iters: 6350/40000 || Lr: 0.017133 || Task Loss: 0.2794 || KD Loss: 0.0000|| Cost Time: 0:57:36 || Estimated Time: 5:05:13
2023-04-14 00:34:28,662 semantic_segmentation INFO: Iters: 6360/40000 || Lr: 0.017129 || Task Loss: 0.4008 || KD Loss: 0.0000|| Cost Time: 0:57:40 || Estimated Time: 5:05:04
2023-04-14 00:34:33,453 semantic_segmentation INFO: Iters: 6370/40000 || Lr: 0.017124 || Task Loss: 0.2740 || KD Loss: 0.0000|| Cost Time: 0:57:45 || Estimated Time: 5:04:55
2023-04-14 00:34:38,259 semantic_segmentation INFO: Iters: 6380/40000 || Lr: 0.017120 || Task Loss: 0.2414 || KD Loss: 0.0000|| Cost Time: 0:57:50 || Estimated Time: 5:04:46
2023-04-14 00:34:43,031 semantic_segmentation INFO: Iters: 6390/40000 || Lr: 0.017115 || Task Loss: 0.4204 || KD Loss: 0.0000|| Cost Time: 0:57:55 || Estimated Time: 5:04:37
2023-04-14 00:34:47,863 semantic_segmentation INFO: Iters: 6400/40000 || Lr: 0.017110 || Task Loss: 0.4760 || KD Loss: 0.0000|| Cost Time: 0:58:00 || Estimated Time: 5:04:29
2023-04-14 00:34:48,203 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:34:50,776 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.914, mIoU: 0.346
2023-04-14 00:34:50,920 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.433
2023-04-14 00:34:51,044 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.454
2023-04-14 00:34:51,151 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.947, mIoU: 0.473
2023-04-14 00:34:51,253 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.465
2023-04-14 00:34:51,348 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.953, mIoU: 0.471
2023-04-14 00:34:51,449 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.951, mIoU: 0.510
2023-04-14 00:34:51,542 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.523
2023-04-14 00:34:51,619 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.947, mIoU: 0.519
2023-04-14 00:34:51,698 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.552
2023-04-14 00:34:51,776 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.554
2023-04-14 00:34:51,850 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.571
2023-04-14 00:34:51,923 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.934, mIoU: 0.566
2023-04-14 00:34:51,997 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.930, mIoU: 0.557
2023-04-14 00:34:52,074 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.927, mIoU: 0.541
2023-04-14 00:34:52,150 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.536
2023-04-14 00:34:52,223 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.925, mIoU: 0.534
2023-04-14 00:34:52,296 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.925, mIoU: 0.535
2023-04-14 00:34:52,369 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.923, mIoU: 0.540
2023-04-14 00:34:52,443 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.543
2023-04-14 00:34:52,516 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.545
2023-04-14 00:34:52,588 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.918, mIoU: 0.544
2023-04-14 00:34:52,662 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.546
2023-04-14 00:34:52,733 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.919, mIoU: 0.554
2023-04-14 00:34:52,807 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.570
2023-04-14 00:34:52,885 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.574
2023-04-14 00:34:52,964 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.575
2023-04-14 00:34:53,043 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.918, mIoU: 0.574
2023-04-14 00:34:53,116 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.577
2023-04-14 00:34:53,192 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.580
2023-04-14 00:34:53,263 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.917, mIoU: 0.579
2023-04-14 00:34:53,333 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.916, mIoU: 0.580
2023-04-14 00:34:53,407 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.917, mIoU: 0.582
2023-04-14 00:34:53,478 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.917, mIoU: 0.581
2023-04-14 00:34:53,553 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.916, mIoU: 0.582
2023-04-14 00:34:53,629 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.917, mIoU: 0.582
2023-04-14 00:34:53,710 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.579
2023-04-14 00:34:53,788 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.915, mIoU: 0.578
2023-04-14 00:34:53,864 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.573
2023-04-14 00:34:53,937 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.574
2023-04-14 00:34:54,013 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.915, mIoU: 0.573
2023-04-14 00:34:54,091 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.915, mIoU: 0.571
2023-04-14 00:34:54,163 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.916, mIoU: 0.572
2023-04-14 00:34:54,234 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.573
2023-04-14 00:34:54,305 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.572
2023-04-14 00:34:54,378 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.917, mIoU: 0.572
2023-04-14 00:34:54,459 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.571
2023-04-14 00:34:54,534 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.919, mIoU: 0.570
2023-04-14 00:34:54,614 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.575
2023-04-14 00:34:54,693 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.919, mIoU: 0.577
2023-04-14 00:34:54,767 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.919, mIoU: 0.578
2023-04-14 00:34:54,839 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.581
2023-04-14 00:34:54,911 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.580
2023-04-14 00:34:54,983 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.579
2023-04-14 00:34:55,054 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.579
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2023-04-14 00:34:55,287 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.584
2023-04-14 00:34:55,367 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.916, mIoU: 0.587
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2023-04-14 00:34:55,821 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.915, mIoU: 0.586
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2023-04-14 00:34:57,025 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.584
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2023-04-14 00:34:57,321 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.913, mIoU: 0.578
2023-04-14 00:34:57,396 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.913, mIoU: 0.579
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2023-04-14 00:34:58,594 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.912, mIoU: 0.579
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2023-04-14 00:34:59,887 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.912, mIoU: 0.575
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2023-04-14 00:35:00,036 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.912, mIoU: 0.574
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2023-04-14 00:35:02,281 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.913, mIoU: 0.570
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2023-04-14 00:35:09,401 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.917, mIoU: 0.571
2023-04-14 00:35:09,471 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.917, mIoU: 0.571
2023-04-14 00:35:09,540 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.917, mIoU: 0.570
2023-04-14 00:35:10,322 semantic_segmentation INFO: Overall validation pixAcc: 92.596, mIoU: 58.098
2023-04-14 00:35:15,298 semantic_segmentation INFO: Iters: 6410/40000 || Lr: 0.017106 || Task Loss: 0.3668 || KD Loss: 0.0000|| Cost Time: 0:58:27 || Estimated Time: 5:06:19
2023-04-14 00:35:20,073 semantic_segmentation INFO: Iters: 6420/40000 || Lr: 0.017101 || Task Loss: 0.3071 || KD Loss: 0.0000|| Cost Time: 0:58:32 || Estimated Time: 5:06:09
2023-04-14 00:35:24,828 semantic_segmentation INFO: Iters: 6430/40000 || Lr: 0.017097 || Task Loss: 0.3268 || KD Loss: 0.0000|| Cost Time: 0:58:37 || Estimated Time: 5:06:00
2023-04-14 00:35:29,571 semantic_segmentation INFO: Iters: 6440/40000 || Lr: 0.017092 || Task Loss: 0.1678 || KD Loss: 0.0000|| Cost Time: 0:58:41 || Estimated Time: 5:05:51
2023-04-14 00:35:34,335 semantic_segmentation INFO: Iters: 6450/40000 || Lr: 0.017088 || Task Loss: 0.6222 || KD Loss: 0.0000|| Cost Time: 0:58:46 || Estimated Time: 5:05:42
2023-04-14 00:35:39,033 semantic_segmentation INFO: Iters: 6460/40000 || Lr: 0.017083 || Task Loss: 0.2715 || KD Loss: 0.0000|| Cost Time: 0:58:51 || Estimated Time: 5:05:32
2023-04-14 00:35:43,833 semantic_segmentation INFO: Iters: 6470/40000 || Lr: 0.017079 || Task Loss: 0.5354 || KD Loss: 0.0000|| Cost Time: 0:58:56 || Estimated Time: 5:05:23
2023-04-14 00:35:48,616 semantic_segmentation INFO: Iters: 6480/40000 || Lr: 0.017074 || Task Loss: 0.2814 || KD Loss: 0.0000|| Cost Time: 0:59:00 || Estimated Time: 5:05:15
2023-04-14 00:35:53,379 semantic_segmentation INFO: Iters: 6490/40000 || Lr: 0.017069 || Task Loss: 0.3196 || KD Loss: 0.0000|| Cost Time: 0:59:05 || Estimated Time: 5:05:05
2023-04-14 00:35:58,172 semantic_segmentation INFO: Iters: 6500/40000 || Lr: 0.017065 || Task Loss: 0.3757 || KD Loss: 0.0000|| Cost Time: 0:59:10 || Estimated Time: 5:04:56
2023-04-14 00:36:02,966 semantic_segmentation INFO: Iters: 6510/40000 || Lr: 0.017060 || Task Loss: 0.3414 || KD Loss: 0.0000|| Cost Time: 0:59:15 || Estimated Time: 5:04:48
2023-04-14 00:36:07,692 semantic_segmentation INFO: Iters: 6520/40000 || Lr: 0.017056 || Task Loss: 0.5587 || KD Loss: 0.0000|| Cost Time: 0:59:19 || Estimated Time: 5:04:38
2023-04-14 00:36:12,470 semantic_segmentation INFO: Iters: 6530/40000 || Lr: 0.017051 || Task Loss: 0.2105 || KD Loss: 0.0000|| Cost Time: 0:59:24 || Estimated Time: 5:04:29
2023-04-14 00:36:17,219 semantic_segmentation INFO: Iters: 6540/40000 || Lr: 0.017047 || Task Loss: 0.2369 || KD Loss: 0.0000|| Cost Time: 0:59:29 || Estimated Time: 5:04:20
2023-04-14 00:36:21,961 semantic_segmentation INFO: Iters: 6550/40000 || Lr: 0.017042 || Task Loss: 0.2188 || KD Loss: 0.0000|| Cost Time: 0:59:34 || Estimated Time: 5:04:11
2023-04-14 00:36:26,725 semantic_segmentation INFO: Iters: 6560/40000 || Lr: 0.017038 || Task Loss: 0.3755 || KD Loss: 0.0000|| Cost Time: 0:59:38 || Estimated Time: 5:04:02
2023-04-14 00:36:31,561 semantic_segmentation INFO: Iters: 6570/40000 || Lr: 0.017033 || Task Loss: 0.2439 || KD Loss: 0.0000|| Cost Time: 0:59:43 || Estimated Time: 5:03:54
2023-04-14 00:36:36,333 semantic_segmentation INFO: Iters: 6580/40000 || Lr: 0.017028 || Task Loss: 0.3596 || KD Loss: 0.0000|| Cost Time: 0:59:48 || Estimated Time: 5:03:45
2023-04-14 00:36:41,116 semantic_segmentation INFO: Iters: 6590/40000 || Lr: 0.017024 || Task Loss: 0.6022 || KD Loss: 0.0000|| Cost Time: 0:59:53 || Estimated Time: 5:03:36
2023-04-14 00:36:45,898 semantic_segmentation INFO: Iters: 6600/40000 || Lr: 0.017019 || Task Loss: 0.4591 || KD Loss: 0.0000|| Cost Time: 0:59:58 || Estimated Time: 5:03:27
2023-04-14 00:36:50,704 semantic_segmentation INFO: Iters: 6610/40000 || Lr: 0.017015 || Task Loss: 0.3927 || KD Loss: 0.0000|| Cost Time: 1:00:02 || Estimated Time: 5:03:18
2023-04-14 00:36:55,532 semantic_segmentation INFO: Iters: 6620/40000 || Lr: 0.017010 || Task Loss: 0.3023 || KD Loss: 0.0000|| Cost Time: 1:00:07 || Estimated Time: 5:03:10
2023-04-14 00:37:00,312 semantic_segmentation INFO: Iters: 6630/40000 || Lr: 0.017006 || Task Loss: 0.5701 || KD Loss: 0.0000|| Cost Time: 1:00:12 || Estimated Time: 5:03:01
2023-04-14 00:37:05,033 semantic_segmentation INFO: Iters: 6640/40000 || Lr: 0.017001 || Task Loss: 0.4013 || KD Loss: 0.0000|| Cost Time: 1:00:17 || Estimated Time: 5:02:52
2023-04-14 00:37:09,841 semantic_segmentation INFO: Iters: 6650/40000 || Lr: 0.016997 || Task Loss: 0.2868 || KD Loss: 0.0000|| Cost Time: 1:00:22 || Estimated Time: 5:02:43
2023-04-14 00:37:14,634 semantic_segmentation INFO: Iters: 6660/40000 || Lr: 0.016992 || Task Loss: 0.6315 || KD Loss: 0.0000|| Cost Time: 1:00:26 || Estimated Time: 5:02:34
2023-04-14 00:37:19,435 semantic_segmentation INFO: Iters: 6670/40000 || Lr: 0.016987 || Task Loss: 0.5295 || KD Loss: 0.0000|| Cost Time: 1:00:31 || Estimated Time: 5:02:26
2023-04-14 00:37:24,184 semantic_segmentation INFO: Iters: 6680/40000 || Lr: 0.016983 || Task Loss: 0.2500 || KD Loss: 0.0000|| Cost Time: 1:00:36 || Estimated Time: 5:02:17
2023-04-14 00:37:28,964 semantic_segmentation INFO: Iters: 6690/40000 || Lr: 0.016978 || Task Loss: 0.2161 || KD Loss: 0.0000|| Cost Time: 1:00:41 || Estimated Time: 5:02:08
2023-04-14 00:37:33,759 semantic_segmentation INFO: Iters: 6700/40000 || Lr: 0.016974 || Task Loss: 0.3702 || KD Loss: 0.0000|| Cost Time: 1:00:46 || Estimated Time: 5:01:59
2023-04-14 00:37:38,520 semantic_segmentation INFO: Iters: 6710/40000 || Lr: 0.016969 || Task Loss: 0.3726 || KD Loss: 0.0000|| Cost Time: 1:00:50 || Estimated Time: 5:01:51
2023-04-14 00:37:43,295 semantic_segmentation INFO: Iters: 6720/40000 || Lr: 0.016965 || Task Loss: 0.3107 || KD Loss: 0.0000|| Cost Time: 1:00:55 || Estimated Time: 5:01:42
2023-04-14 00:37:48,027 semantic_segmentation INFO: Iters: 6730/40000 || Lr: 0.016960 || Task Loss: 0.3177 || KD Loss: 0.0000|| Cost Time: 1:01:00 || Estimated Time: 5:01:33
2023-04-14 00:37:52,793 semantic_segmentation INFO: Iters: 6740/40000 || Lr: 0.016955 || Task Loss: 0.2824 || KD Loss: 0.0000|| Cost Time: 1:01:05 || Estimated Time: 5:01:24
2023-04-14 00:37:57,587 semantic_segmentation INFO: Iters: 6750/40000 || Lr: 0.016951 || Task Loss: 0.2612 || KD Loss: 0.0000|| Cost Time: 1:01:09 || Estimated Time: 5:01:16
2023-04-14 00:38:02,338 semantic_segmentation INFO: Iters: 6760/40000 || Lr: 0.016946 || Task Loss: 0.3142 || KD Loss: 0.0000|| Cost Time: 1:01:14 || Estimated Time: 5:01:07
2023-04-14 00:38:07,132 semantic_segmentation INFO: Iters: 6770/40000 || Lr: 0.016942 || Task Loss: 0.2685 || KD Loss: 0.0000|| Cost Time: 1:01:19 || Estimated Time: 5:00:58
2023-04-14 00:38:11,868 semantic_segmentation INFO: Iters: 6780/40000 || Lr: 0.016937 || Task Loss: 0.3052 || KD Loss: 0.0000|| Cost Time: 1:01:24 || Estimated Time: 5:00:49
2023-04-14 00:38:16,632 semantic_segmentation INFO: Iters: 6790/40000 || Lr: 0.016933 || Task Loss: 0.3342 || KD Loss: 0.0000|| Cost Time: 1:01:28 || Estimated Time: 5:00:41
2023-04-14 00:38:21,392 semantic_segmentation INFO: Iters: 6800/40000 || Lr: 0.016928 || Task Loss: 0.3244 || KD Loss: 0.0000|| Cost Time: 1:01:33 || Estimated Time: 5:00:32
2023-04-14 00:38:21,737 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:38:23,919 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.943, mIoU: 0.370
2023-04-14 00:38:24,119 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.448
2023-04-14 00:38:24,593 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.461
2023-04-14 00:38:24,716 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.484
2023-04-14 00:38:24,812 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.476
2023-04-14 00:38:24,904 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.482
2023-04-14 00:38:24,993 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.516
2023-04-14 00:38:25,075 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.530
2023-04-14 00:38:25,149 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.564
2023-04-14 00:38:25,224 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.592
2023-04-14 00:38:25,292 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.599
2023-04-14 00:38:25,360 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.604
2023-04-14 00:38:25,430 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.608
2023-04-14 00:38:25,504 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.615
2023-04-14 00:38:25,573 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.603
2023-04-14 00:38:25,644 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.598
2023-04-14 00:38:25,724 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.601
2023-04-14 00:38:25,798 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.600
2023-04-14 00:38:25,880 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.602
2023-04-14 00:38:25,960 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.606
2023-04-14 00:38:26,037 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.606
2023-04-14 00:38:26,112 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.630
2023-04-14 00:38:26,185 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.632
2023-04-14 00:38:26,257 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.640
2023-04-14 00:38:26,329 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 00:38:26,398 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.657
2023-04-14 00:38:26,469 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 00:38:26,541 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 00:38:26,613 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 00:38:26,691 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 00:38:26,766 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.631
2023-04-14 00:38:26,839 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.631
2023-04-14 00:38:26,918 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-14 00:38:26,996 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 00:38:27,071 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 00:38:27,146 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 00:38:27,225 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-14 00:38:27,297 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 00:38:27,366 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 00:38:27,440 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-14 00:38:27,516 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-14 00:38:27,594 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-14 00:38:27,668 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-14 00:38:27,748 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-14 00:38:27,824 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 00:38:27,897 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-14 00:38:27,968 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 00:38:28,046 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.623
2023-04-14 00:38:28,118 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.628
2023-04-14 00:38:28,188 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-14 00:38:28,263 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.628
2023-04-14 00:38:28,344 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 00:38:28,425 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-14 00:38:28,503 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-14 00:38:28,581 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-14 00:38:28,656 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 00:38:28,734 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-14 00:38:28,814 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 00:38:28,889 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 00:38:28,966 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 00:38:29,048 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 00:38:29,127 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 00:38:29,200 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-14 00:38:29,270 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-14 00:38:29,348 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-14 00:38:29,424 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 00:38:29,500 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.642
2023-04-14 00:38:29,574 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 00:38:29,652 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 00:38:29,731 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 00:38:29,807 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 00:38:29,882 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 00:38:29,956 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 00:38:30,028 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 00:38:30,102 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 00:38:30,180 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 00:38:30,256 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 00:38:30,330 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 00:38:30,407 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 00:38:30,483 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 00:38:30,560 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 00:38:30,630 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 00:38:30,704 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 00:38:30,778 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 00:38:30,852 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:38:30,930 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:38:31,007 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:38:31,085 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:38:31,162 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:38:31,236 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 00:38:31,312 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.637
2023-04-14 00:38:31,380 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.640
2023-04-14 00:38:31,452 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.639
2023-04-14 00:38:31,523 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.640
2023-04-14 00:38:31,596 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.926, mIoU: 0.640
2023-04-14 00:38:31,666 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.639
2023-04-14 00:38:31,742 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.925, mIoU: 0.640
2023-04-14 00:38:31,819 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.640
2023-04-14 00:38:31,898 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.925, mIoU: 0.641
2023-04-14 00:38:31,974 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.641
2023-04-14 00:38:32,052 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 00:38:32,125 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 00:38:32,197 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 00:38:32,271 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 00:38:32,343 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 00:38:32,419 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 00:38:32,492 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-14 00:38:32,569 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 00:38:32,648 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 00:38:32,736 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 00:38:32,816 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 00:38:32,887 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 00:38:32,964 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 00:38:33,035 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 00:38:33,108 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 00:38:33,182 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-14 00:38:33,259 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.924, mIoU: 0.641
2023-04-14 00:38:33,336 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 00:38:33,413 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 00:38:33,490 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 00:38:33,565 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 00:38:33,648 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 00:38:33,722 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 00:38:33,794 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 00:38:33,871 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 00:38:33,950 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 00:38:34,024 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 00:38:34,100 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 00:38:34,173 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 00:38:34,244 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 00:38:34,315 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 00:38:34,388 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 00:38:34,465 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 00:38:34,541 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 00:38:34,618 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 00:38:34,694 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.925, mIoU: 0.639
2023-04-14 00:38:34,769 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.925, mIoU: 0.639
2023-04-14 00:38:34,849 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:38:34,920 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-14 00:38:34,991 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:38:35,061 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:38:35,137 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:38:35,209 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-14 00:38:35,285 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-14 00:38:35,362 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-14 00:38:35,439 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-14 00:38:35,516 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:38:35,593 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:38:35,674 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-14 00:38:35,748 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-14 00:38:35,819 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:38:35,891 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-14 00:38:35,965 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-14 00:38:36,039 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-14 00:38:36,122 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-14 00:38:36,200 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:38:36,276 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 00:38:36,352 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-14 00:38:36,429 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-14 00:38:36,502 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.924, mIoU: 0.636
2023-04-14 00:38:36,578 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-14 00:38:36,650 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-14 00:38:36,728 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-14 00:38:36,811 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-14 00:38:36,888 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-14 00:38:36,963 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-14 00:38:37,040 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-14 00:38:37,113 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-14 00:38:37,186 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:38:37,259 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:38:37,332 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:38:37,405 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 00:38:37,482 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:38:37,565 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:38:37,647 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:38:37,719 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 00:38:37,791 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 00:38:37,864 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 00:38:37,941 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 00:38:38,017 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 00:38:38,095 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 00:38:38,169 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 00:38:38,243 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 00:38:38,321 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 00:38:38,400 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 00:38:38,479 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 00:38:38,546 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 00:38:38,618 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 00:38:38,689 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 00:38:38,763 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 00:38:38,841 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-14 00:38:38,916 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-14 00:38:38,991 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.927, mIoU: 0.638
2023-04-14 00:38:39,065 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.927, mIoU: 0.638
2023-04-14 00:38:39,139 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.927, mIoU: 0.638
2023-04-14 00:38:39,214 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.927, mIoU: 0.638
2023-04-14 00:38:39,292 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 00:38:39,364 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 00:38:39,435 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 00:38:39,506 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 00:38:39,583 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 00:38:39,659 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-14 00:38:39,735 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-14 00:38:39,810 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 00:38:39,887 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 00:38:39,963 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 00:38:40,040 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 00:38:40,117 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 00:38:40,190 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 00:38:40,261 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 00:38:40,336 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 00:38:40,414 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 00:38:40,493 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 00:38:40,568 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 00:38:40,646 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 00:38:40,723 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 00:38:40,800 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 00:38:40,873 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 00:38:40,947 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 00:38:41,018 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 00:38:41,089 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 00:38:41,161 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 00:38:41,233 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 00:38:41,304 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 00:38:41,374 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 00:38:41,445 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 00:38:41,515 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-14 00:38:41,584 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 00:38:41,653 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 00:38:41,722 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 00:38:41,790 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 00:38:41,854 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 00:38:41,922 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 00:38:41,988 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 00:38:42,056 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 00:38:42,122 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 00:38:42,189 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 00:38:42,260 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 00:38:42,330 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 00:38:42,400 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 00:38:42,469 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 00:38:42,539 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 00:38:42,606 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 00:38:42,675 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 00:38:42,743 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 00:38:42,811 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 00:38:42,877 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 00:38:42,941 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 00:38:43,009 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 00:38:43,079 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 00:38:43,740 semantic_segmentation INFO: Overall validation pixAcc: 93.562, mIoU: 64.465
2023-04-14 00:38:48,736 semantic_segmentation INFO: Iters: 6810/40000 || Lr: 0.016924 || Task Loss: 0.3220 || KD Loss: 0.0000|| Cost Time: 1:02:01 || Estimated Time: 5:02:13
2023-04-14 00:38:53,548 semantic_segmentation INFO: Iters: 6820/40000 || Lr: 0.016919 || Task Loss: 0.3361 || KD Loss: 0.0000|| Cost Time: 1:02:05 || Estimated Time: 5:02:05
2023-04-14 00:38:58,355 semantic_segmentation INFO: Iters: 6830/40000 || Lr: 0.016914 || Task Loss: 0.2317 || KD Loss: 0.0000|| Cost Time: 1:02:10 || Estimated Time: 5:01:56
2023-04-14 00:39:03,120 semantic_segmentation INFO: Iters: 6840/40000 || Lr: 0.016910 || Task Loss: 0.2887 || KD Loss: 0.0000|| Cost Time: 1:02:15 || Estimated Time: 5:01:47
2023-04-14 00:39:07,874 semantic_segmentation INFO: Iters: 6850/40000 || Lr: 0.016905 || Task Loss: 0.3263 || KD Loss: 0.0000|| Cost Time: 1:02:20 || Estimated Time: 5:01:38
2023-04-14 00:39:12,718 semantic_segmentation INFO: Iters: 6860/40000 || Lr: 0.016901 || Task Loss: 0.2914 || KD Loss: 0.0000|| Cost Time: 1:02:24 || Estimated Time: 5:01:30
2023-04-14 00:39:17,503 semantic_segmentation INFO: Iters: 6870/40000 || Lr: 0.016896 || Task Loss: 0.3194 || KD Loss: 0.0000|| Cost Time: 1:02:29 || Estimated Time: 5:01:21
2023-04-14 00:39:22,286 semantic_segmentation INFO: Iters: 6880/40000 || Lr: 0.016892 || Task Loss: 0.4364 || KD Loss: 0.0000|| Cost Time: 1:02:34 || Estimated Time: 5:01:12
2023-04-14 00:39:27,088 semantic_segmentation INFO: Iters: 6890/40000 || Lr: 0.016887 || Task Loss: 0.4180 || KD Loss: 0.0000|| Cost Time: 1:02:39 || Estimated Time: 5:01:04
2023-04-14 00:39:31,901 semantic_segmentation INFO: Iters: 6900/40000 || Lr: 0.016882 || Task Loss: 0.2334 || KD Loss: 0.0000|| Cost Time: 1:02:44 || Estimated Time: 5:00:55
2023-04-14 00:39:36,715 semantic_segmentation INFO: Iters: 6910/40000 || Lr: 0.016878 || Task Loss: 0.2678 || KD Loss: 0.0000|| Cost Time: 1:02:48 || Estimated Time: 5:00:47
2023-04-14 00:39:41,481 semantic_segmentation INFO: Iters: 6920/40000 || Lr: 0.016873 || Task Loss: 0.2100 || KD Loss: 0.0000|| Cost Time: 1:02:53 || Estimated Time: 5:00:38
2023-04-14 00:39:46,268 semantic_segmentation INFO: Iters: 6930/40000 || Lr: 0.016869 || Task Loss: 0.6061 || KD Loss: 0.0000|| Cost Time: 1:02:58 || Estimated Time: 5:00:29
2023-04-14 00:39:51,105 semantic_segmentation INFO: Iters: 6940/40000 || Lr: 0.016864 || Task Loss: 0.3988 || KD Loss: 0.0000|| Cost Time: 1:03:03 || Estimated Time: 5:00:21
2023-04-14 00:39:55,893 semantic_segmentation INFO: Iters: 6950/40000 || Lr: 0.016860 || Task Loss: 0.3893 || KD Loss: 0.0000|| Cost Time: 1:03:08 || Estimated Time: 5:00:12
2023-04-14 00:40:00,704 semantic_segmentation INFO: Iters: 6960/40000 || Lr: 0.016855 || Task Loss: 0.4420 || KD Loss: 0.0000|| Cost Time: 1:03:12 || Estimated Time: 5:00:04
2023-04-14 00:40:05,508 semantic_segmentation INFO: Iters: 6970/40000 || Lr: 0.016851 || Task Loss: 0.2661 || KD Loss: 0.0000|| Cost Time: 1:03:17 || Estimated Time: 4:59:55
2023-04-14 00:40:10,290 semantic_segmentation INFO: Iters: 6980/40000 || Lr: 0.016846 || Task Loss: 0.3242 || KD Loss: 0.0000|| Cost Time: 1:03:22 || Estimated Time: 4:59:47
2023-04-14 00:40:15,064 semantic_segmentation INFO: Iters: 6990/40000 || Lr: 0.016841 || Task Loss: 0.3711 || KD Loss: 0.0000|| Cost Time: 1:03:27 || Estimated Time: 4:59:38
2023-04-14 00:40:19,856 semantic_segmentation INFO: Iters: 7000/40000 || Lr: 0.016837 || Task Loss: 0.3317 || KD Loss: 0.0000|| Cost Time: 1:03:32 || Estimated Time: 4:59:30
2023-04-14 00:40:24,634 semantic_segmentation INFO: Iters: 7010/40000 || Lr: 0.016832 || Task Loss: 0.2819 || KD Loss: 0.0000|| Cost Time: 1:03:36 || Estimated Time: 4:59:21
2023-04-14 00:40:29,469 semantic_segmentation INFO: Iters: 7020/40000 || Lr: 0.016828 || Task Loss: 0.2896 || KD Loss: 0.0000|| Cost Time: 1:03:41 || Estimated Time: 4:59:13
2023-04-14 00:40:34,266 semantic_segmentation INFO: Iters: 7030/40000 || Lr: 0.016823 || Task Loss: 0.3653 || KD Loss: 0.0000|| Cost Time: 1:03:46 || Estimated Time: 4:59:04
2023-04-14 00:40:39,081 semantic_segmentation INFO: Iters: 7040/40000 || Lr: 0.016819 || Task Loss: 0.2206 || KD Loss: 0.0000|| Cost Time: 1:03:51 || Estimated Time: 4:58:56
2023-04-14 00:40:43,938 semantic_segmentation INFO: Iters: 7050/40000 || Lr: 0.016814 || Task Loss: 0.2731 || KD Loss: 0.0000|| Cost Time: 1:03:56 || Estimated Time: 4:58:48
2023-04-14 00:40:48,742 semantic_segmentation INFO: Iters: 7060/40000 || Lr: 0.016809 || Task Loss: 0.1952 || KD Loss: 0.0000|| Cost Time: 1:04:01 || Estimated Time: 4:58:39
2023-04-14 00:40:53,565 semantic_segmentation INFO: Iters: 7070/40000 || Lr: 0.016805 || Task Loss: 0.3344 || KD Loss: 0.0000|| Cost Time: 1:04:05 || Estimated Time: 4:58:31
2023-04-14 00:40:58,384 semantic_segmentation INFO: Iters: 7080/40000 || Lr: 0.016800 || Task Loss: 0.2994 || KD Loss: 0.0000|| Cost Time: 1:04:10 || Estimated Time: 4:58:23
2023-04-14 00:41:03,137 semantic_segmentation INFO: Iters: 7090/40000 || Lr: 0.016796 || Task Loss: 0.3593 || KD Loss: 0.0000|| Cost Time: 1:04:15 || Estimated Time: 4:58:14
2023-04-14 00:41:07,916 semantic_segmentation INFO: Iters: 7100/40000 || Lr: 0.016791 || Task Loss: 0.3745 || KD Loss: 0.0000|| Cost Time: 1:04:20 || Estimated Time: 4:58:06
2023-04-14 00:41:12,757 semantic_segmentation INFO: Iters: 7110/40000 || Lr: 0.016787 || Task Loss: 0.3068 || KD Loss: 0.0000|| Cost Time: 1:04:25 || Estimated Time: 4:57:57
2023-04-14 00:41:17,525 semantic_segmentation INFO: Iters: 7120/40000 || Lr: 0.016782 || Task Loss: 0.2970 || KD Loss: 0.0000|| Cost Time: 1:04:29 || Estimated Time: 4:57:49
2023-04-14 00:41:22,390 semantic_segmentation INFO: Iters: 7130/40000 || Lr: 0.016777 || Task Loss: 0.2681 || KD Loss: 0.0000|| Cost Time: 1:04:34 || Estimated Time: 4:57:41
2023-04-14 00:41:27,211 semantic_segmentation INFO: Iters: 7140/40000 || Lr: 0.016773 || Task Loss: 0.4008 || KD Loss: 0.0000|| Cost Time: 1:04:39 || Estimated Time: 4:57:33
2023-04-14 00:41:32,022 semantic_segmentation INFO: Iters: 7150/40000 || Lr: 0.016768 || Task Loss: 0.3291 || KD Loss: 0.0000|| Cost Time: 1:04:44 || Estimated Time: 4:57:24
2023-04-14 00:41:36,776 semantic_segmentation INFO: Iters: 7160/40000 || Lr: 0.016764 || Task Loss: 0.2269 || KD Loss: 0.0000|| Cost Time: 1:04:49 || Estimated Time: 4:57:16
2023-04-14 00:41:41,561 semantic_segmentation INFO: Iters: 7170/40000 || Lr: 0.016759 || Task Loss: 0.2264 || KD Loss: 0.0000|| Cost Time: 1:04:53 || Estimated Time: 4:57:07
2023-04-14 00:41:46,353 semantic_segmentation INFO: Iters: 7180/40000 || Lr: 0.016755 || Task Loss: 0.5195 || KD Loss: 0.0000|| Cost Time: 1:04:58 || Estimated Time: 4:56:59
2023-04-14 00:41:51,126 semantic_segmentation INFO: Iters: 7190/40000 || Lr: 0.016750 || Task Loss: 0.3745 || KD Loss: 0.0000|| Cost Time: 1:05:03 || Estimated Time: 4:56:51
2023-04-14 00:41:55,963 semantic_segmentation INFO: Iters: 7200/40000 || Lr: 0.016746 || Task Loss: 0.3715 || KD Loss: 0.0000|| Cost Time: 1:05:08 || Estimated Time: 4:56:42
2023-04-14 00:41:56,255 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:41:59,051 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.372
2023-04-14 00:41:59,164 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.430
2023-04-14 00:41:59,274 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.447
2023-04-14 00:41:59,379 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.474
2023-04-14 00:41:59,474 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.468
2023-04-14 00:41:59,570 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.482
2023-04-14 00:41:59,653 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.526
2023-04-14 00:41:59,730 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.568
2023-04-14 00:41:59,802 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.617
2023-04-14 00:41:59,881 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.619
2023-04-14 00:41:59,956 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.626
2023-04-14 00:42:00,030 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.634
2023-04-14 00:42:00,104 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.625
2023-04-14 00:42:00,180 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.612
2023-04-14 00:42:00,254 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.586
2023-04-14 00:42:00,328 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.580
2023-04-14 00:42:00,408 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.584
2023-04-14 00:42:00,479 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.583
2023-04-14 00:42:00,551 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.587
2023-04-14 00:42:00,625 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.593
2023-04-14 00:42:00,705 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.597
2023-04-14 00:42:00,783 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.932, mIoU: 0.583
2023-04-14 00:42:00,861 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.586
2023-04-14 00:42:00,939 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.593
2023-04-14 00:42:01,015 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.607
2023-04-14 00:42:01,093 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.608
2023-04-14 00:42:01,169 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.600
2023-04-14 00:42:01,241 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.597
2023-04-14 00:42:01,315 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.604
2023-04-14 00:42:01,391 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.594
2023-04-14 00:42:01,462 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.593
2023-04-14 00:42:01,535 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.592
2023-04-14 00:42:01,610 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.927, mIoU: 0.593
2023-04-14 00:42:01,685 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.594
2023-04-14 00:42:01,756 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.592
2023-04-14 00:42:01,828 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.592
2023-04-14 00:42:01,899 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.591
2023-04-14 00:42:01,970 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.590
2023-04-14 00:42:02,039 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.595
2023-04-14 00:42:02,106 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.595
2023-04-14 00:42:02,175 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.594
2023-04-14 00:42:02,248 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.594
2023-04-14 00:42:02,319 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.594
2023-04-14 00:42:02,391 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.596
2023-04-14 00:42:02,468 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.592
2023-04-14 00:42:02,547 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.590
2023-04-14 00:42:02,632 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.591
2023-04-14 00:42:02,709 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.590
2023-04-14 00:42:02,787 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.594
2023-04-14 00:42:02,868 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.595
2023-04-14 00:42:02,941 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.595
2023-04-14 00:42:03,014 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.592
2023-04-14 00:42:03,086 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.593
2023-04-14 00:42:03,160 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.596
2023-04-14 00:42:03,237 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.595
2023-04-14 00:42:03,315 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.594
2023-04-14 00:42:03,392 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.595
2023-04-14 00:42:03,470 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.602
2023-04-14 00:42:03,543 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.602
2023-04-14 00:42:03,616 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.601
2023-04-14 00:42:03,690 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.926, mIoU: 0.602
2023-04-14 00:42:03,763 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.926, mIoU: 0.604
2023-04-14 00:42:03,836 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.603
2023-04-14 00:42:03,912 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.608
2023-04-14 00:42:03,994 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 00:42:04,072 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 00:42:04,150 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 00:42:04,224 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 00:42:04,299 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 00:42:04,372 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 00:42:04,445 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.602
2023-04-14 00:42:04,518 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.600
2023-04-14 00:42:04,598 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.598
2023-04-14 00:42:04,674 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.922, mIoU: 0.598
2023-04-14 00:42:04,748 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.599
2023-04-14 00:42:04,824 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.922, mIoU: 0.599
2023-04-14 00:42:04,897 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.599
2023-04-14 00:42:04,971 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.598
2023-04-14 00:42:05,047 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.598
2023-04-14 00:42:05,119 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.600
2023-04-14 00:42:05,189 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:42:05,264 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.603
2023-04-14 00:42:05,336 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:42:05,406 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.600
2023-04-14 00:42:05,476 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:42:05,557 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:42:05,643 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.598
2023-04-14 00:42:05,725 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.598
2023-04-14 00:42:05,800 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.597
2023-04-14 00:42:05,875 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.596
2023-04-14 00:42:05,951 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.597
2023-04-14 00:42:06,023 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.605
2023-04-14 00:42:06,093 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.604
2023-04-14 00:42:06,167 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.605
2023-04-14 00:42:06,247 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.920, mIoU: 0.605
2023-04-14 00:42:06,324 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.920, mIoU: 0.605
2023-04-14 00:42:06,401 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.920, mIoU: 0.604
2023-04-14 00:42:06,477 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.604
2023-04-14 00:42:06,550 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.606
2023-04-14 00:42:06,621 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.607
2023-04-14 00:42:06,692 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 00:42:06,764 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.605
2023-04-14 00:42:06,833 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.605
2023-04-14 00:42:06,909 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.606
2023-04-14 00:42:06,980 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.606
2023-04-14 00:42:07,057 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.606
2023-04-14 00:42:07,135 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.606
2023-04-14 00:42:07,210 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.606
2023-04-14 00:42:07,286 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.920, mIoU: 0.606
2023-04-14 00:42:07,365 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.919, mIoU: 0.605
2023-04-14 00:42:07,445 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.919, mIoU: 0.606
2023-04-14 00:42:07,520 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.919, mIoU: 0.606
2023-04-14 00:42:07,594 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.604
2023-04-14 00:42:07,667 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.920, mIoU: 0.604
2023-04-14 00:42:07,738 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.920, mIoU: 0.604
2023-04-14 00:42:07,812 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 00:42:07,890 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.607
2023-04-14 00:42:07,967 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.920, mIoU: 0.608
2023-04-14 00:42:08,040 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.919, mIoU: 0.601
2023-04-14 00:42:08,117 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.601
2023-04-14 00:42:08,192 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.601
2023-04-14 00:42:08,263 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.601
2023-04-14 00:42:08,339 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.919, mIoU: 0.601
2023-04-14 00:42:08,416 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.919, mIoU: 0.604
2023-04-14 00:42:08,490 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.604
2023-04-14 00:42:08,564 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.918, mIoU: 0.602
2023-04-14 00:42:08,639 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.603
2023-04-14 00:42:08,718 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.918, mIoU: 0.603
2023-04-14 00:42:08,793 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.918, mIoU: 0.602
2023-04-14 00:42:08,869 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.918, mIoU: 0.602
2023-04-14 00:42:08,941 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.602
2023-04-14 00:42:09,014 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.602
2023-04-14 00:42:09,088 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.919, mIoU: 0.602
2023-04-14 00:42:09,164 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:09,244 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.920, mIoU: 0.599
2023-04-14 00:42:09,324 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.920, mIoU: 0.599
2023-04-14 00:42:09,399 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.920, mIoU: 0.599
2023-04-14 00:42:09,478 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.920, mIoU: 0.597
2023-04-14 00:42:09,552 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 00:42:09,625 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.919, mIoU: 0.598
2023-04-14 00:42:09,695 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.919, mIoU: 0.598
2023-04-14 00:42:09,765 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.919, mIoU: 0.598
2023-04-14 00:42:09,836 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.919, mIoU: 0.598
2023-04-14 00:42:09,910 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:42:09,985 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 00:42:10,062 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.919, mIoU: 0.600
2023-04-14 00:42:10,143 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.919, mIoU: 0.600
2023-04-14 00:42:10,221 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.919, mIoU: 0.600
2023-04-14 00:42:10,296 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.919, mIoU: 0.600
2023-04-14 00:42:10,373 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.919, mIoU: 0.599
2023-04-14 00:42:10,448 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:10,520 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:10,590 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.919, mIoU: 0.601
2023-04-14 00:42:10,663 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:10,741 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:10,819 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.920, mIoU: 0.602
2023-04-14 00:42:10,894 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.920, mIoU: 0.602
2023-04-14 00:42:10,969 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:11,041 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:11,115 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.920, mIoU: 0.600
2023-04-14 00:42:11,191 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.920, mIoU: 0.600
2023-04-14 00:42:11,264 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:11,334 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.920, mIoU: 0.600
2023-04-14 00:42:11,409 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:11,481 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:11,563 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.920, mIoU: 0.601
2023-04-14 00:42:11,648 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.601
2023-04-14 00:42:11,722 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.601
2023-04-14 00:42:11,794 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 00:42:11,869 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 00:42:11,941 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 00:42:12,016 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.922, mIoU: 0.602
2023-04-14 00:42:12,092 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.922, mIoU: 0.602
2023-04-14 00:42:12,167 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.922, mIoU: 0.602
2023-04-14 00:42:12,238 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.922, mIoU: 0.601
2023-04-14 00:42:12,316 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.922, mIoU: 0.601
2023-04-14 00:42:12,394 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.922, mIoU: 0.601
2023-04-14 00:42:12,472 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.922, mIoU: 0.601
2023-04-14 00:42:12,548 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.922, mIoU: 0.601
2023-04-14 00:42:12,621 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.922, mIoU: 0.601
2023-04-14 00:42:12,694 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.922, mIoU: 0.600
2023-04-14 00:42:12,766 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.922, mIoU: 0.600
2023-04-14 00:42:12,838 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.922, mIoU: 0.601
2023-04-14 00:42:12,912 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.922, mIoU: 0.601
2023-04-14 00:42:12,987 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 00:42:13,059 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 00:42:13,135 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 00:42:13,210 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 00:42:13,290 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:42:13,364 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 00:42:13,437 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:42:13,510 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:42:13,580 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 00:42:13,652 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 00:42:13,722 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 00:42:13,790 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.923, mIoU: 0.603
2023-04-14 00:42:13,863 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.923, mIoU: 0.603
2023-04-14 00:42:13,932 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.923, mIoU: 0.603
2023-04-14 00:42:14,005 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:42:14,076 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.923, mIoU: 0.602
2023-04-14 00:42:14,153 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 00:42:14,230 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 00:42:14,309 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 00:42:14,388 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 00:42:14,469 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.924, mIoU: 0.605
2023-04-14 00:42:14,550 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.924, mIoU: 0.605
2023-04-14 00:42:14,622 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.924, mIoU: 0.605
2023-04-14 00:42:14,694 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-14 00:42:14,771 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-14 00:42:14,849 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-14 00:42:14,931 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-14 00:42:15,008 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.924, mIoU: 0.605
2023-04-14 00:42:15,080 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.924, mIoU: 0.605
2023-04-14 00:42:15,153 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.925, mIoU: 0.605
2023-04-14 00:42:15,222 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.925, mIoU: 0.605
2023-04-14 00:42:15,295 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.925, mIoU: 0.606
2023-04-14 00:42:15,372 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.925, mIoU: 0.606
2023-04-14 00:42:15,442 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.925, mIoU: 0.606
2023-04-14 00:42:15,512 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.925, mIoU: 0.606
2023-04-14 00:42:15,584 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.925, mIoU: 0.606
2023-04-14 00:42:15,658 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.925, mIoU: 0.608
2023-04-14 00:42:15,731 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:15,802 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:15,872 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 00:42:15,940 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 00:42:16,011 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 00:42:16,081 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 00:42:16,152 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.926, mIoU: 0.606
2023-04-14 00:42:16,221 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.925, mIoU: 0.611
2023-04-14 00:42:16,289 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.925, mIoU: 0.611
2023-04-14 00:42:16,356 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:16,420 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:16,486 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:16,551 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:16,617 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:16,682 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:16,746 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:16,812 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:16,878 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:16,945 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:17,012 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:17,084 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:17,154 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:17,225 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:17,295 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:17,364 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.925, mIoU: 0.611
2023-04-14 00:42:17,433 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:17,500 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.925, mIoU: 0.610
2023-04-14 00:42:17,571 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.925, mIoU: 0.609
2023-04-14 00:42:17,640 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.925, mIoU: 0.608
2023-04-14 00:42:18,322 semantic_segmentation INFO: Overall validation pixAcc: 93.043, mIoU: 60.733
2023-04-14 00:42:23,336 semantic_segmentation INFO: Iters: 7210/40000 || Lr: 0.016741 || Task Loss: 0.2974 || KD Loss: 0.0000|| Cost Time: 1:05:35 || Estimated Time: 4:58:17
2023-04-14 00:42:28,128 semantic_segmentation INFO: Iters: 7220/40000 || Lr: 0.016736 || Task Loss: 0.3649 || KD Loss: 0.0000|| Cost Time: 1:05:40 || Estimated Time: 4:58:08
2023-04-14 00:42:32,881 semantic_segmentation INFO: Iters: 7230/40000 || Lr: 0.016732 || Task Loss: 0.3098 || KD Loss: 0.0000|| Cost Time: 1:05:45 || Estimated Time: 4:58:00
2023-04-14 00:42:37,651 semantic_segmentation INFO: Iters: 7240/40000 || Lr: 0.016727 || Task Loss: 0.4019 || KD Loss: 0.0000|| Cost Time: 1:05:49 || Estimated Time: 4:57:51
2023-04-14 00:42:42,348 semantic_segmentation INFO: Iters: 7250/40000 || Lr: 0.016723 || Task Loss: 0.3325 || KD Loss: 0.0000|| Cost Time: 1:05:54 || Estimated Time: 4:57:42
2023-04-14 00:42:47,154 semantic_segmentation INFO: Iters: 7260/40000 || Lr: 0.016718 || Task Loss: 0.4111 || KD Loss: 0.0000|| Cost Time: 1:05:59 || Estimated Time: 4:57:34
2023-04-14 00:42:51,940 semantic_segmentation INFO: Iters: 7270/40000 || Lr: 0.016714 || Task Loss: 0.3285 || KD Loss: 0.0000|| Cost Time: 1:06:04 || Estimated Time: 4:57:25
2023-04-14 00:42:56,707 semantic_segmentation INFO: Iters: 7280/40000 || Lr: 0.016709 || Task Loss: 0.3977 || KD Loss: 0.0000|| Cost Time: 1:06:08 || Estimated Time: 4:57:17
2023-04-14 00:43:01,491 semantic_segmentation INFO: Iters: 7290/40000 || Lr: 0.016704 || Task Loss: 0.3745 || KD Loss: 0.0000|| Cost Time: 1:06:13 || Estimated Time: 4:57:08
2023-04-14 00:43:06,270 semantic_segmentation INFO: Iters: 7300/40000 || Lr: 0.016700 || Task Loss: 0.3540 || KD Loss: 0.0000|| Cost Time: 1:06:18 || Estimated Time: 4:57:00
2023-04-14 00:43:11,033 semantic_segmentation INFO: Iters: 7310/40000 || Lr: 0.016695 || Task Loss: 0.3091 || KD Loss: 0.0000|| Cost Time: 1:06:23 || Estimated Time: 4:56:51
2023-04-14 00:43:15,790 semantic_segmentation INFO: Iters: 7320/40000 || Lr: 0.016691 || Task Loss: 0.3161 || KD Loss: 0.0000|| Cost Time: 1:06:28 || Estimated Time: 4:56:43
2023-04-14 00:43:20,615 semantic_segmentation INFO: Iters: 7330/40000 || Lr: 0.016686 || Task Loss: 0.4420 || KD Loss: 0.0000|| Cost Time: 1:06:32 || Estimated Time: 4:56:35
2023-04-14 00:43:25,358 semantic_segmentation INFO: Iters: 7340/40000 || Lr: 0.016682 || Task Loss: 0.3845 || KD Loss: 0.0000|| Cost Time: 1:06:37 || Estimated Time: 4:56:26
2023-04-14 00:43:30,172 semantic_segmentation INFO: Iters: 7350/40000 || Lr: 0.016677 || Task Loss: 0.2652 || KD Loss: 0.0000|| Cost Time: 1:06:42 || Estimated Time: 4:56:18
2023-04-14 00:43:34,949 semantic_segmentation INFO: Iters: 7360/40000 || Lr: 0.016672 || Task Loss: 0.2860 || KD Loss: 0.0000|| Cost Time: 1:06:47 || Estimated Time: 4:56:09
2023-04-14 00:43:39,722 semantic_segmentation INFO: Iters: 7370/40000 || Lr: 0.016668 || Task Loss: 0.2495 || KD Loss: 0.0000|| Cost Time: 1:06:51 || Estimated Time: 4:56:01
2023-04-14 00:43:44,479 semantic_segmentation INFO: Iters: 7380/40000 || Lr: 0.016663 || Task Loss: 0.3182 || KD Loss: 0.0000|| Cost Time: 1:06:56 || Estimated Time: 4:55:52
2023-04-14 00:43:49,236 semantic_segmentation INFO: Iters: 7390/40000 || Lr: 0.016659 || Task Loss: 0.4437 || KD Loss: 0.0000|| Cost Time: 1:07:01 || Estimated Time: 4:55:44
2023-04-14 00:43:53,997 semantic_segmentation INFO: Iters: 7400/40000 || Lr: 0.016654 || Task Loss: 0.3244 || KD Loss: 0.0000|| Cost Time: 1:07:06 || Estimated Time: 4:55:36
2023-04-14 00:43:58,766 semantic_segmentation INFO: Iters: 7410/40000 || Lr: 0.016650 || Task Loss: 0.3264 || KD Loss: 0.0000|| Cost Time: 1:07:11 || Estimated Time: 4:55:27
2023-04-14 00:44:03,536 semantic_segmentation INFO: Iters: 7420/40000 || Lr: 0.016645 || Task Loss: 0.2433 || KD Loss: 0.0000|| Cost Time: 1:07:15 || Estimated Time: 4:55:19
2023-04-14 00:44:08,307 semantic_segmentation INFO: Iters: 7430/40000 || Lr: 0.016640 || Task Loss: 0.3426 || KD Loss: 0.0000|| Cost Time: 1:07:20 || Estimated Time: 4:55:10
2023-04-14 00:44:13,077 semantic_segmentation INFO: Iters: 7440/40000 || Lr: 0.016636 || Task Loss: 0.2890 || KD Loss: 0.0000|| Cost Time: 1:07:25 || Estimated Time: 4:55:02
2023-04-14 00:44:17,849 semantic_segmentation INFO: Iters: 7450/40000 || Lr: 0.016631 || Task Loss: 0.3456 || KD Loss: 0.0000|| Cost Time: 1:07:30 || Estimated Time: 4:54:54
2023-04-14 00:44:22,581 semantic_segmentation INFO: Iters: 7460/40000 || Lr: 0.016627 || Task Loss: 0.3565 || KD Loss: 0.0000|| Cost Time: 1:07:34 || Estimated Time: 4:54:45
2023-04-14 00:44:27,370 semantic_segmentation INFO: Iters: 7470/40000 || Lr: 0.016622 || Task Loss: 0.5419 || KD Loss: 0.0000|| Cost Time: 1:07:39 || Estimated Time: 4:54:37
2023-04-14 00:44:32,135 semantic_segmentation INFO: Iters: 7480/40000 || Lr: 0.016618 || Task Loss: 0.2883 || KD Loss: 0.0000|| Cost Time: 1:07:44 || Estimated Time: 4:54:29
2023-04-14 00:44:36,924 semantic_segmentation INFO: Iters: 7490/40000 || Lr: 0.016613 || Task Loss: 0.2546 || KD Loss: 0.0000|| Cost Time: 1:07:49 || Estimated Time: 4:54:20
2023-04-14 00:44:41,688 semantic_segmentation INFO: Iters: 7500/40000 || Lr: 0.016608 || Task Loss: 0.3373 || KD Loss: 0.0000|| Cost Time: 1:07:53 || Estimated Time: 4:54:12
2023-04-14 00:44:46,416 semantic_segmentation INFO: Iters: 7510/40000 || Lr: 0.016604 || Task Loss: 0.2877 || KD Loss: 0.0000|| Cost Time: 1:07:58 || Estimated Time: 4:54:04
2023-04-14 00:44:51,187 semantic_segmentation INFO: Iters: 7520/40000 || Lr: 0.016599 || Task Loss: 0.2801 || KD Loss: 0.0000|| Cost Time: 1:08:03 || Estimated Time: 4:53:55
2023-04-14 00:44:55,982 semantic_segmentation INFO: Iters: 7530/40000 || Lr: 0.016595 || Task Loss: 0.2531 || KD Loss: 0.0000|| Cost Time: 1:08:08 || Estimated Time: 4:53:47
2023-04-14 00:45:00,744 semantic_segmentation INFO: Iters: 7540/40000 || Lr: 0.016590 || Task Loss: 0.3303 || KD Loss: 0.0000|| Cost Time: 1:08:13 || Estimated Time: 4:53:39
2023-04-14 00:45:05,557 semantic_segmentation INFO: Iters: 7550/40000 || Lr: 0.016586 || Task Loss: 0.2784 || KD Loss: 0.0000|| Cost Time: 1:08:17 || Estimated Time: 4:53:31
2023-04-14 00:45:10,268 semantic_segmentation INFO: Iters: 7560/40000 || Lr: 0.016581 || Task Loss: 0.2659 || KD Loss: 0.0000|| Cost Time: 1:08:22 || Estimated Time: 4:53:22
2023-04-14 00:45:15,003 semantic_segmentation INFO: Iters: 7570/40000 || Lr: 0.016576 || Task Loss: 0.4139 || KD Loss: 0.0000|| Cost Time: 1:08:27 || Estimated Time: 4:53:14
2023-04-14 00:45:19,756 semantic_segmentation INFO: Iters: 7580/40000 || Lr: 0.016572 || Task Loss: 0.3377 || KD Loss: 0.0000|| Cost Time: 1:08:32 || Estimated Time: 4:53:06
2023-04-14 00:45:24,568 semantic_segmentation INFO: Iters: 7590/40000 || Lr: 0.016567 || Task Loss: 0.4018 || KD Loss: 0.0000|| Cost Time: 1:08:36 || Estimated Time: 4:52:58
2023-04-14 00:45:29,355 semantic_segmentation INFO: Iters: 7600/40000 || Lr: 0.016563 || Task Loss: 0.3967 || KD Loss: 0.0000|| Cost Time: 1:08:41 || Estimated Time: 4:52:49
2023-04-14 00:45:29,697 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:45:32,343 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.927, mIoU: 0.374
2023-04-14 00:45:32,490 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.948, mIoU: 0.447
2023-04-14 00:45:32,735 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.464
2023-04-14 00:45:32,830 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.482
2023-04-14 00:45:32,924 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.473
2023-04-14 00:45:33,006 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.479
2023-04-14 00:45:33,077 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.518
2023-04-14 00:45:33,148 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.560
2023-04-14 00:45:33,225 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.581
2023-04-14 00:45:33,306 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.592
2023-04-14 00:45:33,383 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.604
2023-04-14 00:45:33,462 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.623
2023-04-14 00:45:33,531 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.626
2023-04-14 00:45:33,602 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.616
2023-04-14 00:45:33,674 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.624
2023-04-14 00:45:33,746 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.618
2023-04-14 00:45:33,817 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.936, mIoU: 0.597
2023-04-14 00:45:33,887 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.600
2023-04-14 00:45:33,959 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.605
2023-04-14 00:45:34,033 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.612
2023-04-14 00:45:34,112 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.612
2023-04-14 00:45:34,193 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.578
2023-04-14 00:45:34,267 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.579
2023-04-14 00:45:34,341 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.588
2023-04-14 00:45:34,414 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.608
2023-04-14 00:45:34,486 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.612
2023-04-14 00:45:34,558 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.604
2023-04-14 00:45:34,629 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.602
2023-04-14 00:45:34,705 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.929, mIoU: 0.605
2023-04-14 00:45:34,782 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.611
2023-04-14 00:45:34,858 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.610
2023-04-14 00:45:34,933 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.612
2023-04-14 00:45:35,009 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 00:45:35,086 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-14 00:45:35,156 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 00:45:35,234 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 00:45:35,303 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 00:45:35,382 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.612
2023-04-14 00:45:35,452 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.613
2023-04-14 00:45:35,526 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.613
2023-04-14 00:45:35,601 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-14 00:45:35,677 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.608
2023-04-14 00:45:35,753 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.609
2023-04-14 00:45:35,831 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.608
2023-04-14 00:45:35,910 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.605
2023-04-14 00:45:35,999 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.606
2023-04-14 00:45:36,083 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.598
2023-04-14 00:45:36,163 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.597
2023-04-14 00:45:36,235 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.598
2023-04-14 00:45:36,312 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.600
2023-04-14 00:45:36,387 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.600
2023-04-14 00:45:36,462 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.605
2023-04-14 00:45:36,532 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.604
2023-04-14 00:45:36,603 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.606
2023-04-14 00:45:36,673 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.604
2023-04-14 00:45:36,743 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.605
2023-04-14 00:45:36,812 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.606
2023-04-14 00:45:36,886 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.612
2023-04-14 00:45:36,956 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-14 00:45:37,027 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-14 00:45:37,104 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 00:45:37,183 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.619
2023-04-14 00:45:37,264 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-14 00:45:37,342 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 00:45:37,420 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 00:45:37,500 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 00:45:37,576 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-14 00:45:37,653 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-14 00:45:37,729 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.619
2023-04-14 00:45:37,805 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 00:45:37,883 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 00:45:37,957 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.619
2023-04-14 00:45:38,032 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 00:45:38,105 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 00:45:38,178 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-14 00:45:38,247 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-14 00:45:38,319 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-14 00:45:38,392 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-14 00:45:38,461 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.615
2023-04-14 00:45:38,541 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 00:45:38,621 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-14 00:45:38,696 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 00:45:38,771 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.926, mIoU: 0.615
2023-04-14 00:45:38,842 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.612
2023-04-14 00:45:38,913 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 00:45:38,985 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 00:45:39,060 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 00:45:39,134 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 00:45:39,205 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 00:45:39,279 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 00:45:39,353 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 00:45:39,430 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-14 00:45:39,510 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 00:45:39,588 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:39,665 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:39,738 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:39,809 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:39,879 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 00:45:39,951 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 00:45:40,023 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 00:45:40,098 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 00:45:40,172 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 00:45:40,253 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 00:45:40,332 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 00:45:40,409 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 00:45:40,484 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 00:45:40,562 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-14 00:45:40,635 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 00:45:40,706 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 00:45:40,779 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 00:45:40,851 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 00:45:40,921 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 00:45:40,998 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-14 00:45:41,075 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-14 00:45:41,156 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 00:45:41,236 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 00:45:41,311 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 00:45:41,389 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 00:45:41,463 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-14 00:45:41,538 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 00:45:41,609 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 00:45:41,684 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 00:45:41,765 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 00:45:41,844 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-14 00:45:41,919 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-14 00:45:41,997 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-14 00:45:42,069 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 00:45:42,145 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 00:45:42,221 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 00:45:42,298 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 00:45:42,370 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 00:45:42,446 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 00:45:42,525 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 00:45:42,603 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 00:45:42,679 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 00:45:42,752 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 00:45:42,827 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-14 00:45:42,901 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:42,977 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 00:45:43,057 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:43,130 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.924, mIoU: 0.622
2023-04-14 00:45:43,209 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.924, mIoU: 0.622
2023-04-14 00:45:43,289 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:43,361 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 00:45:43,436 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 00:45:43,509 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:43,581 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:43,657 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:43,738 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 00:45:43,816 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 00:45:43,895 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:43,968 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:44,041 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.924, mIoU: 0.622
2023-04-14 00:45:44,113 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.924, mIoU: 0.622
2023-04-14 00:45:44,184 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.924, mIoU: 0.622
2023-04-14 00:45:44,257 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:44,330 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:44,402 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:44,476 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 00:45:44,553 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-14 00:45:44,631 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-14 00:45:44,704 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 00:45:44,778 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 00:45:44,852 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 00:45:44,925 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 00:45:44,999 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.924, mIoU: 0.616
2023-04-14 00:45:45,073 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.925, mIoU: 0.617
2023-04-14 00:45:45,146 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.925, mIoU: 0.616
2023-04-14 00:45:45,222 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.925, mIoU: 0.617
2023-04-14 00:45:45,296 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.925, mIoU: 0.617
2023-04-14 00:45:45,380 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.925, mIoU: 0.617
2023-04-14 00:45:45,459 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 00:45:45,538 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 00:45:45,613 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 00:45:45,686 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 00:45:45,757 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 00:45:45,825 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 00:45:45,896 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 00:45:45,968 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 00:45:46,044 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 00:45:46,124 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 00:45:46,210 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 00:45:46,287 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 00:45:46,361 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 00:45:46,437 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 00:45:46,510 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 00:45:46,580 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 00:45:46,653 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 00:45:46,726 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 00:45:46,800 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.927, mIoU: 0.616
2023-04-14 00:45:46,876 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 00:45:46,953 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 00:45:47,035 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-14 00:45:47,112 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.927, mIoU: 0.614
2023-04-14 00:45:47,190 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.927, mIoU: 0.614
2023-04-14 00:45:47,263 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.927, mIoU: 0.613
2023-04-14 00:45:47,338 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.927, mIoU: 0.613
2023-04-14 00:45:47,411 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.927, mIoU: 0.613
2023-04-14 00:45:47,482 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.927, mIoU: 0.612
2023-04-14 00:45:47,557 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.927, mIoU: 0.612
2023-04-14 00:45:47,634 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-14 00:45:47,713 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-14 00:45:47,790 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-14 00:45:47,864 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.927, mIoU: 0.615
2023-04-14 00:45:47,940 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.928, mIoU: 0.615
2023-04-14 00:45:48,013 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.928, mIoU: 0.615
2023-04-14 00:45:48,087 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.928, mIoU: 0.615
2023-04-14 00:45:48,162 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-14 00:45:48,239 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-14 00:45:48,312 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-14 00:45:48,392 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-14 00:45:48,469 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-14 00:45:48,551 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-14 00:45:48,629 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-14 00:45:48,702 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.928, mIoU: 0.613
2023-04-14 00:45:48,776 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.928, mIoU: 0.613
2023-04-14 00:45:48,851 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-14 00:45:48,926 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-14 00:45:49,001 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-14 00:45:49,077 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-14 00:45:49,148 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.929, mIoU: 0.616
2023-04-14 00:45:49,219 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-14 00:45:49,287 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-14 00:45:49,355 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-14 00:45:49,421 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-14 00:45:49,487 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-14 00:45:49,552 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.930, mIoU: 0.618
2023-04-14 00:45:49,617 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.930, mIoU: 0.618
2023-04-14 00:45:49,680 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 00:45:49,743 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.928, mIoU: 0.612
2023-04-14 00:45:49,811 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.928, mIoU: 0.611
2023-04-14 00:45:49,882 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.928, mIoU: 0.611
2023-04-14 00:45:49,956 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.928, mIoU: 0.611
2023-04-14 00:45:50,025 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.928, mIoU: 0.611
2023-04-14 00:45:50,095 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.928, mIoU: 0.611
2023-04-14 00:45:50,164 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.928, mIoU: 0.612
2023-04-14 00:45:50,232 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.928, mIoU: 0.612
2023-04-14 00:45:50,300 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 00:45:50,367 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 00:45:50,434 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 00:45:50,500 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 00:45:50,566 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-14 00:45:50,628 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-14 00:45:50,693 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-14 00:45:50,757 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-14 00:45:50,824 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.929, mIoU: 0.616
2023-04-14 00:45:50,897 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 00:45:50,968 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 00:45:51,039 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 00:45:51,109 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 00:45:51,720 semantic_segmentation INFO: Overall validation pixAcc: 93.509, mIoU: 60.605
2023-04-14 00:45:56,710 semantic_segmentation INFO: Iters: 7610/40000 || Lr: 0.016558 || Task Loss: 0.4640 || KD Loss: 0.0000|| Cost Time: 1:09:08 || Estimated Time: 4:54:17
2023-04-14 00:46:01,510 semantic_segmentation INFO: Iters: 7620/40000 || Lr: 0.016554 || Task Loss: 0.3682 || KD Loss: 0.0000|| Cost Time: 1:09:13 || Estimated Time: 4:54:09
2023-04-14 00:46:06,284 semantic_segmentation INFO: Iters: 7630/40000 || Lr: 0.016549 || Task Loss: 0.4322 || KD Loss: 0.0000|| Cost Time: 1:09:18 || Estimated Time: 4:54:01
2023-04-14 00:46:11,073 semantic_segmentation INFO: Iters: 7640/40000 || Lr: 0.016544 || Task Loss: 0.3469 || KD Loss: 0.0000|| Cost Time: 1:09:23 || Estimated Time: 4:53:53
2023-04-14 00:46:15,850 semantic_segmentation INFO: Iters: 7650/40000 || Lr: 0.016540 || Task Loss: 0.3225 || KD Loss: 0.0000|| Cost Time: 1:09:28 || Estimated Time: 4:53:44
2023-04-14 00:46:20,612 semantic_segmentation INFO: Iters: 7660/40000 || Lr: 0.016535 || Task Loss: 0.3212 || KD Loss: 0.0000|| Cost Time: 1:09:32 || Estimated Time: 4:53:36
2023-04-14 00:46:25,389 semantic_segmentation INFO: Iters: 7670/40000 || Lr: 0.016531 || Task Loss: 0.2700 || KD Loss: 0.0000|| Cost Time: 1:09:37 || Estimated Time: 4:53:28
2023-04-14 00:46:30,093 semantic_segmentation INFO: Iters: 7680/40000 || Lr: 0.016526 || Task Loss: 0.2959 || KD Loss: 0.0000|| Cost Time: 1:09:42 || Estimated Time: 4:53:19
2023-04-14 00:46:34,837 semantic_segmentation INFO: Iters: 7690/40000 || Lr: 0.016522 || Task Loss: 0.4861 || KD Loss: 0.0000|| Cost Time: 1:09:47 || Estimated Time: 4:53:11
2023-04-14 00:46:39,601 semantic_segmentation INFO: Iters: 7700/40000 || Lr: 0.016517 || Task Loss: 0.3531 || KD Loss: 0.0000|| Cost Time: 1:09:51 || Estimated Time: 4:53:02
2023-04-14 00:46:44,370 semantic_segmentation INFO: Iters: 7710/40000 || Lr: 0.016512 || Task Loss: 0.4623 || KD Loss: 0.0000|| Cost Time: 1:09:56 || Estimated Time: 4:52:54
2023-04-14 00:46:49,130 semantic_segmentation INFO: Iters: 7720/40000 || Lr: 0.016508 || Task Loss: 0.5078 || KD Loss: 0.0000|| Cost Time: 1:10:01 || Estimated Time: 4:52:46
2023-04-14 00:46:53,863 semantic_segmentation INFO: Iters: 7730/40000 || Lr: 0.016503 || Task Loss: 0.3613 || KD Loss: 0.0000|| Cost Time: 1:10:06 || Estimated Time: 4:52:37
2023-04-14 00:46:58,621 semantic_segmentation INFO: Iters: 7740/40000 || Lr: 0.016499 || Task Loss: 0.3265 || KD Loss: 0.0000|| Cost Time: 1:10:10 || Estimated Time: 4:52:29
2023-04-14 00:47:03,361 semantic_segmentation INFO: Iters: 7750/40000 || Lr: 0.016494 || Task Loss: 0.3385 || KD Loss: 0.0000|| Cost Time: 1:10:15 || Estimated Time: 4:52:21
2023-04-14 00:47:08,144 semantic_segmentation INFO: Iters: 7760/40000 || Lr: 0.016490 || Task Loss: 0.3037 || KD Loss: 0.0000|| Cost Time: 1:10:20 || Estimated Time: 4:52:13
2023-04-14 00:47:12,925 semantic_segmentation INFO: Iters: 7770/40000 || Lr: 0.016485 || Task Loss: 0.3355 || KD Loss: 0.0000|| Cost Time: 1:10:25 || Estimated Time: 4:52:04
2023-04-14 00:47:17,699 semantic_segmentation INFO: Iters: 7780/40000 || Lr: 0.016480 || Task Loss: 0.3442 || KD Loss: 0.0000|| Cost Time: 1:10:29 || Estimated Time: 4:51:56
2023-04-14 00:47:22,457 semantic_segmentation INFO: Iters: 7790/40000 || Lr: 0.016476 || Task Loss: 0.3480 || KD Loss: 0.0000|| Cost Time: 1:10:34 || Estimated Time: 4:51:48
2023-04-14 00:47:27,177 semantic_segmentation INFO: Iters: 7800/40000 || Lr: 0.016471 || Task Loss: 0.3555 || KD Loss: 0.0000|| Cost Time: 1:10:39 || Estimated Time: 4:51:40
2023-04-14 00:47:31,951 semantic_segmentation INFO: Iters: 7810/40000 || Lr: 0.016467 || Task Loss: 0.3681 || KD Loss: 0.0000|| Cost Time: 1:10:44 || Estimated Time: 4:51:31
2023-04-14 00:47:36,702 semantic_segmentation INFO: Iters: 7820/40000 || Lr: 0.016462 || Task Loss: 0.2829 || KD Loss: 0.0000|| Cost Time: 1:10:48 || Estimated Time: 4:51:23
2023-04-14 00:47:41,462 semantic_segmentation INFO: Iters: 7830/40000 || Lr: 0.016458 || Task Loss: 0.3982 || KD Loss: 0.0000|| Cost Time: 1:10:53 || Estimated Time: 4:51:15
2023-04-14 00:47:46,224 semantic_segmentation INFO: Iters: 7840/40000 || Lr: 0.016453 || Task Loss: 0.2970 || KD Loss: 0.0000|| Cost Time: 1:10:58 || Estimated Time: 4:51:07
2023-04-14 00:47:50,941 semantic_segmentation INFO: Iters: 7850/40000 || Lr: 0.016448 || Task Loss: 0.3327 || KD Loss: 0.0000|| Cost Time: 1:11:03 || Estimated Time: 4:50:59
2023-04-14 00:47:55,749 semantic_segmentation INFO: Iters: 7860/40000 || Lr: 0.016444 || Task Loss: 0.2390 || KD Loss: 0.0000|| Cost Time: 1:11:08 || Estimated Time: 4:50:51
2023-04-14 00:48:00,493 semantic_segmentation INFO: Iters: 7870/40000 || Lr: 0.016439 || Task Loss: 0.2995 || KD Loss: 0.0000|| Cost Time: 1:11:12 || Estimated Time: 4:50:42
2023-04-14 00:48:05,260 semantic_segmentation INFO: Iters: 7880/40000 || Lr: 0.016435 || Task Loss: 0.4383 || KD Loss: 0.0000|| Cost Time: 1:11:17 || Estimated Time: 4:50:34
2023-04-14 00:48:10,000 semantic_segmentation INFO: Iters: 7890/40000 || Lr: 0.016430 || Task Loss: 0.2583 || KD Loss: 0.0000|| Cost Time: 1:11:22 || Estimated Time: 4:50:26
2023-04-14 00:48:14,757 semantic_segmentation INFO: Iters: 7900/40000 || Lr: 0.016425 || Task Loss: 0.3525 || KD Loss: 0.0000|| Cost Time: 1:11:27 || Estimated Time: 4:50:18
2023-04-14 00:48:19,504 semantic_segmentation INFO: Iters: 7910/40000 || Lr: 0.016421 || Task Loss: 0.3825 || KD Loss: 0.0000|| Cost Time: 1:11:31 || Estimated Time: 4:50:10
2023-04-14 00:48:24,261 semantic_segmentation INFO: Iters: 7920/40000 || Lr: 0.016416 || Task Loss: 0.2960 || KD Loss: 0.0000|| Cost Time: 1:11:36 || Estimated Time: 4:50:01
2023-04-14 00:48:29,032 semantic_segmentation INFO: Iters: 7930/40000 || Lr: 0.016412 || Task Loss: 0.4173 || KD Loss: 0.0000|| Cost Time: 1:11:41 || Estimated Time: 4:49:53
2023-04-14 00:48:33,799 semantic_segmentation INFO: Iters: 7940/40000 || Lr: 0.016407 || Task Loss: 0.3136 || KD Loss: 0.0000|| Cost Time: 1:11:46 || Estimated Time: 4:49:45
2023-04-14 00:48:38,597 semantic_segmentation INFO: Iters: 7950/40000 || Lr: 0.016403 || Task Loss: 0.3623 || KD Loss: 0.0000|| Cost Time: 1:11:50 || Estimated Time: 4:49:37
2023-04-14 00:48:43,375 semantic_segmentation INFO: Iters: 7960/40000 || Lr: 0.016398 || Task Loss: 0.3430 || KD Loss: 0.0000|| Cost Time: 1:11:55 || Estimated Time: 4:49:29
2023-04-14 00:48:48,123 semantic_segmentation INFO: Iters: 7970/40000 || Lr: 0.016393 || Task Loss: 0.3249 || KD Loss: 0.0000|| Cost Time: 1:12:00 || Estimated Time: 4:49:21
2023-04-14 00:48:52,924 semantic_segmentation INFO: Iters: 7980/40000 || Lr: 0.016389 || Task Loss: 0.5215 || KD Loss: 0.0000|| Cost Time: 1:12:05 || Estimated Time: 4:49:13
2023-04-14 00:48:57,639 semantic_segmentation INFO: Iters: 7990/40000 || Lr: 0.016384 || Task Loss: 0.5693 || KD Loss: 0.0000|| Cost Time: 1:12:09 || Estimated Time: 4:49:05
2023-04-14 00:49:02,407 semantic_segmentation INFO: Iters: 8000/40000 || Lr: 0.016380 || Task Loss: 0.3655 || KD Loss: 0.0000|| Cost Time: 1:12:14 || Estimated Time: 4:48:57
2023-04-14 00:49:02,729 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:49:05,189 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.919, mIoU: 0.363
2023-04-14 00:49:05,348 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.926, mIoU: 0.431
2023-04-14 00:49:05,900 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.937, mIoU: 0.450
2023-04-14 00:49:06,003 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.940, mIoU: 0.477
2023-04-14 00:49:06,085 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.939, mIoU: 0.460
2023-04-14 00:49:06,167 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.942, mIoU: 0.464
2023-04-14 00:49:06,242 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.939, mIoU: 0.474
2023-04-14 00:49:06,316 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.939, mIoU: 0.510
2023-04-14 00:49:06,406 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.938, mIoU: 0.511
2023-04-14 00:49:06,475 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.936, mIoU: 0.543
2023-04-14 00:49:06,547 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.938, mIoU: 0.549
2023-04-14 00:49:06,617 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.932, mIoU: 0.574
2023-04-14 00:49:06,689 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.931, mIoU: 0.573
2023-04-14 00:49:06,762 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.929, mIoU: 0.571
2023-04-14 00:49:06,837 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.537
2023-04-14 00:49:06,914 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.921, mIoU: 0.533
2023-04-14 00:49:06,992 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.921, mIoU: 0.534
2023-04-14 00:49:07,071 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.921, mIoU: 0.536
2023-04-14 00:49:07,142 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.541
2023-04-14 00:49:07,218 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.921, mIoU: 0.546
2023-04-14 00:49:07,291 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.919, mIoU: 0.542
2023-04-14 00:49:07,367 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.909, mIoU: 0.541
2023-04-14 00:49:07,441 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.909, mIoU: 0.541
2023-04-14 00:49:07,518 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.908, mIoU: 0.547
2023-04-14 00:49:07,591 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.905, mIoU: 0.560
2023-04-14 00:49:07,664 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.906, mIoU: 0.563
2023-04-14 00:49:07,737 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.906, mIoU: 0.561
2023-04-14 00:49:07,815 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.905, mIoU: 0.559
2023-04-14 00:49:07,885 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.904, mIoU: 0.563
2023-04-14 00:49:07,958 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.564
2023-04-14 00:49:08,030 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.903, mIoU: 0.564
2023-04-14 00:49:08,105 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.903, mIoU: 0.565
2023-04-14 00:49:08,182 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.905, mIoU: 0.568
2023-04-14 00:49:08,261 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.905, mIoU: 0.568
2023-04-14 00:49:08,339 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.905, mIoU: 0.564
2023-04-14 00:49:08,414 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.905, mIoU: 0.564
2023-04-14 00:49:08,489 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.906, mIoU: 0.562
2023-04-14 00:49:08,561 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.904, mIoU: 0.562
2023-04-14 00:49:08,636 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.904, mIoU: 0.557
2023-04-14 00:49:08,705 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.905, mIoU: 0.557
2023-04-14 00:49:08,777 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.904, mIoU: 0.552
2023-04-14 00:49:08,851 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.904, mIoU: 0.551
2023-04-14 00:49:08,925 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.904, mIoU: 0.551
2023-04-14 00:49:09,002 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.905, mIoU: 0.551
2023-04-14 00:49:09,080 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.905, mIoU: 0.548
2023-04-14 00:49:09,155 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.905, mIoU: 0.547
2023-04-14 00:49:09,232 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.546
2023-04-14 00:49:09,309 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.907, mIoU: 0.545
2023-04-14 00:49:09,383 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.908, mIoU: 0.544
2023-04-14 00:49:09,460 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.545
2023-04-14 00:49:09,534 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.907, mIoU: 0.545
2023-04-14 00:49:09,604 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.905, mIoU: 0.538
2023-04-14 00:49:09,676 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.905, mIoU: 0.538
2023-04-14 00:49:09,753 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.905, mIoU: 0.542
2023-04-14 00:49:09,832 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.905, mIoU: 0.541
2023-04-14 00:49:09,908 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.904, mIoU: 0.538
2023-04-14 00:49:09,982 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.905, mIoU: 0.539
2023-04-14 00:49:10,056 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.905, mIoU: 0.538
2023-04-14 00:49:10,128 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.905, mIoU: 0.544
2023-04-14 00:49:10,199 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.905, mIoU: 0.544
2023-04-14 00:49:10,271 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.905, mIoU: 0.545
2023-04-14 00:49:10,344 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.904, mIoU: 0.546
2023-04-14 00:49:10,415 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.904, mIoU: 0.544
2023-04-14 00:49:10,486 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.903, mIoU: 0.543
2023-04-14 00:49:10,556 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.902, mIoU: 0.543
2023-04-14 00:49:10,628 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.542
2023-04-14 00:49:10,705 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.901, mIoU: 0.540
2023-04-14 00:49:10,781 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.900, mIoU: 0.539
2023-04-14 00:49:10,860 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.900, mIoU: 0.537
2023-04-14 00:49:10,936 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.900, mIoU: 0.537
2023-04-14 00:49:11,011 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.901, mIoU: 0.538
2023-04-14 00:49:11,088 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.901, mIoU: 0.536
2023-04-14 00:49:11,162 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.902, mIoU: 0.534
2023-04-14 00:49:11,233 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.902, mIoU: 0.533
2023-04-14 00:49:11,304 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.901, mIoU: 0.530
2023-04-14 00:49:11,376 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.901, mIoU: 0.531
2023-04-14 00:49:11,446 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.902, mIoU: 0.531
2023-04-14 00:49:11,519 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.902, mIoU: 0.531
2023-04-14 00:49:11,594 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.901, mIoU: 0.531
2023-04-14 00:49:11,672 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.901, mIoU: 0.533
2023-04-14 00:49:11,750 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.901, mIoU: 0.535
2023-04-14 00:49:11,825 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.902, mIoU: 0.536
2023-04-14 00:49:11,901 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.901, mIoU: 0.536
2023-04-14 00:49:11,974 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.900, mIoU: 0.533
2023-04-14 00:49:12,044 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.898, mIoU: 0.531
2023-04-14 00:49:12,119 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.898, mIoU: 0.532
2023-04-14 00:49:12,189 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.898, mIoU: 0.532
2023-04-14 00:49:12,261 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.898, mIoU: 0.532
2023-04-14 00:49:12,334 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.898, mIoU: 0.532
2023-04-14 00:49:12,413 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.899, mIoU: 0.532
2023-04-14 00:49:12,491 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.899, mIoU: 0.531
2023-04-14 00:49:12,567 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.898, mIoU: 0.546
2023-04-14 00:49:12,641 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.899, mIoU: 0.546
2023-04-14 00:49:12,715 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.899, mIoU: 0.546
2023-04-14 00:49:12,794 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.900, mIoU: 0.547
2023-04-14 00:49:12,865 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.900, mIoU: 0.547
2023-04-14 00:49:12,938 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.900, mIoU: 0.547
2023-04-14 00:49:13,008 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.900, mIoU: 0.547
2023-04-14 00:49:13,080 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.900, mIoU: 0.550
2023-04-14 00:49:13,151 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.899, mIoU: 0.549
2023-04-14 00:49:13,229 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.896, mIoU: 0.548
2023-04-14 00:49:13,306 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.896, mIoU: 0.547
2023-04-14 00:49:13,381 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.896, mIoU: 0.546
2023-04-14 00:49:13,458 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.897, mIoU: 0.546
2023-04-14 00:49:13,539 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.897, mIoU: 0.547
2023-04-14 00:49:13,612 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.897, mIoU: 0.547
2023-04-14 00:49:13,687 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.898, mIoU: 0.547
2023-04-14 00:49:13,767 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.898, mIoU: 0.548
2023-04-14 00:49:13,839 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.898, mIoU: 0.548
2023-04-14 00:49:13,909 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.897, mIoU: 0.547
2023-04-14 00:49:13,991 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.898, mIoU: 0.547
2023-04-14 00:49:14,069 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.898, mIoU: 0.546
2023-04-14 00:49:14,147 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.898, mIoU: 0.546
2023-04-14 00:49:14,221 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.898, mIoU: 0.546
2023-04-14 00:49:14,295 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.899, mIoU: 0.546
2023-04-14 00:49:14,370 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.899, mIoU: 0.546
2023-04-14 00:49:14,441 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.899, mIoU: 0.545
2023-04-14 00:49:14,519 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.899, mIoU: 0.546
2023-04-14 00:49:14,592 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.898, mIoU: 0.546
2023-04-14 00:49:14,672 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.899, mIoU: 0.546
2023-04-14 00:49:14,751 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.899, mIoU: 0.546
2023-04-14 00:49:14,829 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.899, mIoU: 0.546
2023-04-14 00:49:14,908 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.899, mIoU: 0.546
2023-04-14 00:49:14,982 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.899, mIoU: 0.548
2023-04-14 00:49:15,055 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.898, mIoU: 0.547
2023-04-14 00:49:15,124 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.897, mIoU: 0.545
2023-04-14 00:49:15,196 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.897, mIoU: 0.545
2023-04-14 00:49:15,265 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.898, mIoU: 0.545
2023-04-14 00:49:15,336 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.897, mIoU: 0.545
2023-04-14 00:49:15,413 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.898, mIoU: 0.545
2023-04-14 00:49:15,487 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.898, mIoU: 0.545
2023-04-14 00:49:15,559 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.898, mIoU: 0.545
2023-04-14 00:49:15,635 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.899, mIoU: 0.544
2023-04-14 00:49:15,712 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.899, mIoU: 0.544
2023-04-14 00:49:15,792 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.899, mIoU: 0.541
2023-04-14 00:49:15,868 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.900, mIoU: 0.542
2023-04-14 00:49:15,945 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.900, mIoU: 0.542
2023-04-14 00:49:16,022 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.900, mIoU: 0.542
2023-04-14 00:49:16,096 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.899, mIoU: 0.541
2023-04-14 00:49:16,171 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.899, mIoU: 0.541
2023-04-14 00:49:16,243 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.899, mIoU: 0.541
2023-04-14 00:49:16,319 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.899, mIoU: 0.541
2023-04-14 00:49:16,396 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.899, mIoU: 0.540
2023-04-14 00:49:16,470 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.899, mIoU: 0.540
2023-04-14 00:49:16,543 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.899, mIoU: 0.540
2023-04-14 00:49:16,622 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.899, mIoU: 0.544
2023-04-14 00:49:16,698 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.899, mIoU: 0.544
2023-04-14 00:49:16,769 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.899, mIoU: 0.543
2023-04-14 00:49:16,842 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.899, mIoU: 0.543
2023-04-14 00:49:16,921 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.899, mIoU: 0.542
2023-04-14 00:49:16,997 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.900, mIoU: 0.544
2023-04-14 00:49:17,072 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.900, mIoU: 0.544
2023-04-14 00:49:17,148 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.900, mIoU: 0.543
2023-04-14 00:49:17,224 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.900, mIoU: 0.543
2023-04-14 00:49:17,300 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.900, mIoU: 0.542
2023-04-14 00:49:17,374 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.900, mIoU: 0.543
2023-04-14 00:49:17,447 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.900, mIoU: 0.543
2023-04-14 00:49:17,521 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.899, mIoU: 0.542
2023-04-14 00:49:17,595 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.899, mIoU: 0.542
2023-04-14 00:49:17,674 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.900, mIoU: 0.542
2023-04-14 00:49:17,752 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.899, mIoU: 0.541
2023-04-14 00:49:17,827 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.899, mIoU: 0.540
2023-04-14 00:49:17,907 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.899, mIoU: 0.540
2023-04-14 00:49:17,981 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.899, mIoU: 0.539
2023-04-14 00:49:18,058 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.899, mIoU: 0.539
2023-04-14 00:49:18,129 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.899, mIoU: 0.539
2023-04-14 00:49:18,200 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.900, mIoU: 0.539
2023-04-14 00:49:18,273 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.900, mIoU: 0.539
2023-04-14 00:49:18,352 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.900, mIoU: 0.540
2023-04-14 00:49:18,430 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.901, mIoU: 0.540
2023-04-14 00:49:18,507 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.901, mIoU: 0.540
2023-04-14 00:49:18,582 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.901, mIoU: 0.540
2023-04-14 00:49:18,657 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.901, mIoU: 0.540
2023-04-14 00:49:18,729 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.901, mIoU: 0.539
2023-04-14 00:49:18,800 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.901, mIoU: 0.539
2023-04-14 00:49:18,871 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.901, mIoU: 0.538
2023-04-14 00:49:18,941 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.901, mIoU: 0.538
2023-04-14 00:49:19,008 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.901, mIoU: 0.539
2023-04-14 00:49:19,081 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.901, mIoU: 0.539
2023-04-14 00:49:19,154 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.901, mIoU: 0.539
2023-04-14 00:49:19,226 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.901, mIoU: 0.539
2023-04-14 00:49:19,303 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.901, mIoU: 0.539
2023-04-14 00:49:19,382 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.902, mIoU: 0.539
2023-04-14 00:49:19,462 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.902, mIoU: 0.538
2023-04-14 00:49:19,539 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.902, mIoU: 0.538
2023-04-14 00:49:19,616 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.902, mIoU: 0.538
2023-04-14 00:49:19,689 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.902, mIoU: 0.538
2023-04-14 00:49:19,763 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.902, mIoU: 0.537
2023-04-14 00:49:19,836 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.902, mIoU: 0.536
2023-04-14 00:49:19,906 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.902, mIoU: 0.537
2023-04-14 00:49:19,981 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.903, mIoU: 0.538
2023-04-14 00:49:20,057 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.903, mIoU: 0.537
2023-04-14 00:49:20,131 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.902, mIoU: 0.538
2023-04-14 00:49:20,205 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.902, mIoU: 0.538
2023-04-14 00:49:20,280 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.902, mIoU: 0.537
2023-04-14 00:49:20,357 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.902, mIoU: 0.536
2023-04-14 00:49:20,437 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.902, mIoU: 0.535
2023-04-14 00:49:20,515 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.902, mIoU: 0.535
2023-04-14 00:49:20,588 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.902, mIoU: 0.534
2023-04-14 00:49:20,659 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.902, mIoU: 0.534
2023-04-14 00:49:20,732 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.901, mIoU: 0.534
2023-04-14 00:49:20,810 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.901, mIoU: 0.534
2023-04-14 00:49:20,886 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.902, mIoU: 0.535
2023-04-14 00:49:20,963 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.902, mIoU: 0.535
2023-04-14 00:49:21,037 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.902, mIoU: 0.535
2023-04-14 00:49:21,112 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.902, mIoU: 0.534
2023-04-14 00:49:21,185 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.902, mIoU: 0.534
2023-04-14 00:49:21,260 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.902, mIoU: 0.534
2023-04-14 00:49:21,334 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.902, mIoU: 0.534
2023-04-14 00:49:21,404 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.903, mIoU: 0.533
2023-04-14 00:49:21,474 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.903, mIoU: 0.534
2023-04-14 00:49:21,548 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.903, mIoU: 0.534
2023-04-14 00:49:21,621 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.903, mIoU: 0.534
2023-04-14 00:49:21,695 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.903, mIoU: 0.534
2023-04-14 00:49:21,770 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.903, mIoU: 0.534
2023-04-14 00:49:21,845 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.903, mIoU: 0.534
2023-04-14 00:49:21,922 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.903, mIoU: 0.534
2023-04-14 00:49:22,000 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:22,078 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:22,150 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:22,220 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.903, mIoU: 0.536
2023-04-14 00:49:22,288 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.903, mIoU: 0.536
2023-04-14 00:49:22,357 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.904, mIoU: 0.536
2023-04-14 00:49:22,424 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.904, mIoU: 0.536
2023-04-14 00:49:22,490 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.904, mIoU: 0.536
2023-04-14 00:49:22,557 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.905, mIoU: 0.536
2023-04-14 00:49:22,625 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.905, mIoU: 0.537
2023-04-14 00:49:22,692 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.905, mIoU: 0.537
2023-04-14 00:49:22,758 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:22,823 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:22,887 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.903, mIoU: 0.533
2023-04-14 00:49:22,949 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.903, mIoU: 0.533
2023-04-14 00:49:23,013 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.903, mIoU: 0.533
2023-04-14 00:49:23,077 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.903, mIoU: 0.533
2023-04-14 00:49:23,141 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.903, mIoU: 0.533
2023-04-14 00:49:23,206 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.903, mIoU: 0.534
2023-04-14 00:49:23,269 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.903, mIoU: 0.533
2023-04-14 00:49:23,333 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.904, mIoU: 0.533
2023-04-14 00:49:23,400 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.904, mIoU: 0.533
2023-04-14 00:49:23,470 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.904, mIoU: 0.533
2023-04-14 00:49:23,538 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:23,608 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:23,676 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:23,746 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.904, mIoU: 0.535
2023-04-14 00:49:23,817 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.904, mIoU: 0.535
2023-04-14 00:49:23,887 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.904, mIoU: 0.537
2023-04-14 00:49:23,957 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.905, mIoU: 0.536
2023-04-14 00:49:24,024 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:24,095 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:24,166 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.904, mIoU: 0.534
2023-04-14 00:49:24,831 semantic_segmentation INFO: Overall validation pixAcc: 91.442, mIoU: 54.968
2023-04-14 00:49:29,845 semantic_segmentation INFO: Iters: 8010/40000 || Lr: 0.016375 || Task Loss: 0.3055 || KD Loss: 0.0000|| Cost Time: 1:12:42 || Estimated Time: 4:50:20
2023-04-14 00:49:34,632 semantic_segmentation INFO: Iters: 8020/40000 || Lr: 0.016371 || Task Loss: 0.3113 || KD Loss: 0.0000|| Cost Time: 1:12:46 || Estimated Time: 4:50:12
2023-04-14 00:49:39,419 semantic_segmentation INFO: Iters: 8030/40000 || Lr: 0.016366 || Task Loss: 0.3386 || KD Loss: 0.0000|| Cost Time: 1:12:51 || Estimated Time: 4:50:03
2023-04-14 00:49:44,192 semantic_segmentation INFO: Iters: 8040/40000 || Lr: 0.016361 || Task Loss: 0.2865 || KD Loss: 0.0000|| Cost Time: 1:12:56 || Estimated Time: 4:49:55
2023-04-14 00:49:48,965 semantic_segmentation INFO: Iters: 8050/40000 || Lr: 0.016357 || Task Loss: 0.3673 || KD Loss: 0.0000|| Cost Time: 1:13:01 || Estimated Time: 4:49:47
2023-04-14 00:49:53,759 semantic_segmentation INFO: Iters: 8060/40000 || Lr: 0.016352 || Task Loss: 0.2964 || KD Loss: 0.0000|| Cost Time: 1:13:06 || Estimated Time: 4:49:39
2023-04-14 00:49:58,514 semantic_segmentation INFO: Iters: 8070/40000 || Lr: 0.016348 || Task Loss: 0.4667 || KD Loss: 0.0000|| Cost Time: 1:13:10 || Estimated Time: 4:49:31
2023-04-14 00:50:03,323 semantic_segmentation INFO: Iters: 8080/40000 || Lr: 0.016343 || Task Loss: 0.4585 || KD Loss: 0.0000|| Cost Time: 1:13:15 || Estimated Time: 4:49:23
2023-04-14 00:50:08,118 semantic_segmentation INFO: Iters: 8090/40000 || Lr: 0.016338 || Task Loss: 0.5258 || KD Loss: 0.0000|| Cost Time: 1:13:20 || Estimated Time: 4:49:15
2023-04-14 00:50:12,927 semantic_segmentation INFO: Iters: 8100/40000 || Lr: 0.016334 || Task Loss: 0.4211 || KD Loss: 0.0000|| Cost Time: 1:13:25 || Estimated Time: 4:49:07
2023-04-14 00:50:17,703 semantic_segmentation INFO: Iters: 8110/40000 || Lr: 0.016329 || Task Loss: 0.2252 || KD Loss: 0.0000|| Cost Time: 1:13:29 || Estimated Time: 4:48:59
2023-04-14 00:50:22,476 semantic_segmentation INFO: Iters: 8120/40000 || Lr: 0.016325 || Task Loss: 0.7491 || KD Loss: 0.0000|| Cost Time: 1:13:34 || Estimated Time: 4:48:51
2023-04-14 00:50:27,346 semantic_segmentation INFO: Iters: 8130/40000 || Lr: 0.016320 || Task Loss: 0.2919 || KD Loss: 0.0000|| Cost Time: 1:13:39 || Estimated Time: 4:48:44
2023-04-14 00:50:32,149 semantic_segmentation INFO: Iters: 8140/40000 || Lr: 0.016316 || Task Loss: 0.2925 || KD Loss: 0.0000|| Cost Time: 1:13:44 || Estimated Time: 4:48:36
2023-04-14 00:50:36,960 semantic_segmentation INFO: Iters: 8150/40000 || Lr: 0.016311 || Task Loss: 0.5535 || KD Loss: 0.0000|| Cost Time: 1:13:49 || Estimated Time: 4:48:28
2023-04-14 00:50:41,734 semantic_segmentation INFO: Iters: 8160/40000 || Lr: 0.016306 || Task Loss: 0.2121 || KD Loss: 0.0000|| Cost Time: 1:13:54 || Estimated Time: 4:48:20
2023-04-14 00:50:46,528 semantic_segmentation INFO: Iters: 8170/40000 || Lr: 0.016302 || Task Loss: 0.2879 || KD Loss: 0.0000|| Cost Time: 1:13:58 || Estimated Time: 4:48:12
2023-04-14 00:50:51,354 semantic_segmentation INFO: Iters: 8180/40000 || Lr: 0.016297 || Task Loss: 0.3707 || KD Loss: 0.0000|| Cost Time: 1:14:03 || Estimated Time: 4:48:04
2023-04-14 00:50:56,154 semantic_segmentation INFO: Iters: 8190/40000 || Lr: 0.016293 || Task Loss: 0.3760 || KD Loss: 0.0000|| Cost Time: 1:14:08 || Estimated Time: 4:47:56
2023-04-14 00:51:00,931 semantic_segmentation INFO: Iters: 8200/40000 || Lr: 0.016288 || Task Loss: 0.3120 || KD Loss: 0.0000|| Cost Time: 1:14:13 || Estimated Time: 4:47:48
2023-04-14 00:51:05,742 semantic_segmentation INFO: Iters: 8210/40000 || Lr: 0.016284 || Task Loss: 0.3060 || KD Loss: 0.0000|| Cost Time: 1:14:18 || Estimated Time: 4:47:40
2023-04-14 00:51:10,579 semantic_segmentation INFO: Iters: 8220/40000 || Lr: 0.016279 || Task Loss: 0.2817 || KD Loss: 0.0000|| Cost Time: 1:14:22 || Estimated Time: 4:47:33
2023-04-14 00:51:15,389 semantic_segmentation INFO: Iters: 8230/40000 || Lr: 0.016274 || Task Loss: 0.4165 || KD Loss: 0.0000|| Cost Time: 1:14:27 || Estimated Time: 4:47:25
2023-04-14 00:51:20,246 semantic_segmentation INFO: Iters: 8240/40000 || Lr: 0.016270 || Task Loss: 0.2315 || KD Loss: 0.0000|| Cost Time: 1:14:32 || Estimated Time: 4:47:17
2023-04-14 00:51:25,035 semantic_segmentation INFO: Iters: 8250/40000 || Lr: 0.016265 || Task Loss: 0.4143 || KD Loss: 0.0000|| Cost Time: 1:14:37 || Estimated Time: 4:47:09
2023-04-14 00:51:29,859 semantic_segmentation INFO: Iters: 8260/40000 || Lr: 0.016261 || Task Loss: 0.5539 || KD Loss: 0.0000|| Cost Time: 1:14:42 || Estimated Time: 4:47:02
2023-04-14 00:51:34,662 semantic_segmentation INFO: Iters: 8270/40000 || Lr: 0.016256 || Task Loss: 0.3761 || KD Loss: 0.0000|| Cost Time: 1:14:46 || Estimated Time: 4:46:54
2023-04-14 00:51:39,445 semantic_segmentation INFO: Iters: 8280/40000 || Lr: 0.016251 || Task Loss: 0.6829 || KD Loss: 0.0000|| Cost Time: 1:14:51 || Estimated Time: 4:46:46
2023-04-14 00:51:44,192 semantic_segmentation INFO: Iters: 8290/40000 || Lr: 0.016247 || Task Loss: 0.2799 || KD Loss: 0.0000|| Cost Time: 1:14:56 || Estimated Time: 4:46:38
2023-04-14 00:51:48,975 semantic_segmentation INFO: Iters: 8300/40000 || Lr: 0.016242 || Task Loss: 0.2827 || KD Loss: 0.0000|| Cost Time: 1:15:01 || Estimated Time: 4:46:30
2023-04-14 00:51:53,819 semantic_segmentation INFO: Iters: 8310/40000 || Lr: 0.016238 || Task Loss: 0.4546 || KD Loss: 0.0000|| Cost Time: 1:15:06 || Estimated Time: 4:46:22
2023-04-14 00:51:58,673 semantic_segmentation INFO: Iters: 8320/40000 || Lr: 0.016233 || Task Loss: 0.2798 || KD Loss: 0.0000|| Cost Time: 1:15:10 || Estimated Time: 4:46:15
2023-04-14 00:52:03,449 semantic_segmentation INFO: Iters: 8330/40000 || Lr: 0.016229 || Task Loss: 0.2938 || KD Loss: 0.0000|| Cost Time: 1:15:15 || Estimated Time: 4:46:07
2023-04-14 00:52:08,238 semantic_segmentation INFO: Iters: 8340/40000 || Lr: 0.016224 || Task Loss: 0.2466 || KD Loss: 0.0000|| Cost Time: 1:15:20 || Estimated Time: 4:45:59
2023-04-14 00:52:13,069 semantic_segmentation INFO: Iters: 8350/40000 || Lr: 0.016219 || Task Loss: 0.3043 || KD Loss: 0.0000|| Cost Time: 1:15:25 || Estimated Time: 4:45:51
2023-04-14 00:52:17,864 semantic_segmentation INFO: Iters: 8360/40000 || Lr: 0.016215 || Task Loss: 0.3454 || KD Loss: 0.0000|| Cost Time: 1:15:30 || Estimated Time: 4:45:44
2023-04-14 00:52:22,674 semantic_segmentation INFO: Iters: 8370/40000 || Lr: 0.016210 || Task Loss: 0.2882 || KD Loss: 0.0000|| Cost Time: 1:15:34 || Estimated Time: 4:45:36
2023-04-14 00:52:27,500 semantic_segmentation INFO: Iters: 8380/40000 || Lr: 0.016206 || Task Loss: 0.3770 || KD Loss: 0.0000|| Cost Time: 1:15:39 || Estimated Time: 4:45:28
2023-04-14 00:52:32,297 semantic_segmentation INFO: Iters: 8390/40000 || Lr: 0.016201 || Task Loss: 0.4354 || KD Loss: 0.0000|| Cost Time: 1:15:44 || Estimated Time: 4:45:20
2023-04-14 00:52:37,104 semantic_segmentation INFO: Iters: 8400/40000 || Lr: 0.016196 || Task Loss: 0.3681 || KD Loss: 0.0000|| Cost Time: 1:15:49 || Estimated Time: 4:45:13
2023-04-14 00:52:37,425 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:52:39,462 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.949, mIoU: 0.390
2023-04-14 00:52:40,041 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.954, mIoU: 0.455
2023-04-14 00:52:40,195 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.460
2023-04-14 00:52:40,528 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.490
2023-04-14 00:52:40,626 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.479
2023-04-14 00:52:40,722 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.482
2023-04-14 00:52:40,797 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.503
2023-04-14 00:52:40,866 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.527
2023-04-14 00:52:40,938 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.529
2023-04-14 00:52:41,008 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.559
2023-04-14 00:52:41,079 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.562
2023-04-14 00:52:41,150 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.609
2023-04-14 00:52:41,223 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.617
2023-04-14 00:52:41,300 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.615
2023-04-14 00:52:41,379 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.601
2023-04-14 00:52:41,453 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.597
2023-04-14 00:52:41,527 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.936, mIoU: 0.601
2023-04-14 00:52:41,601 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.607
2023-04-14 00:52:41,673 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.609
2023-04-14 00:52:41,746 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.614
2023-04-14 00:52:41,816 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.617
2023-04-14 00:52:41,885 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.610
2023-04-14 00:52:41,956 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 00:52:42,032 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.617
2023-04-14 00:52:42,105 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.633
2023-04-14 00:52:42,174 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 00:52:42,249 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 00:52:42,331 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-14 00:52:42,413 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-14 00:52:42,488 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.625
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2023-04-14 00:52:42,641 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.624
2023-04-14 00:52:42,717 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 00:52:42,791 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 00:52:42,867 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 00:52:42,943 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-14 00:52:43,018 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 00:52:43,093 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 00:52:43,165 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 00:52:43,239 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.629
2023-04-14 00:52:43,310 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-14 00:52:43,381 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-14 00:52:43,453 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-14 00:52:43,526 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.631
2023-04-14 00:52:43,601 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 00:52:43,676 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.629
2023-04-14 00:52:43,752 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.629
2023-04-14 00:52:43,826 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.628
2023-04-14 00:52:43,900 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.632
2023-04-14 00:52:43,975 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 00:52:44,051 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.633
2023-04-14 00:52:44,127 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 00:52:44,199 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 00:52:44,273 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 00:52:44,347 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 00:52:44,419 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 00:52:44,488 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 00:52:44,561 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-14 00:52:44,635 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 00:52:44,707 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-14 00:52:44,785 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.645
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2023-04-14 00:52:46,587 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.642
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2023-04-14 00:52:46,730 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.639
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2023-04-14 00:52:46,873 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.638
2023-04-14 00:52:46,944 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.638
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2023-04-14 00:52:47,085 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.646
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2023-04-14 00:52:53,138 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.928, mIoU: 0.646
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2023-04-14 00:52:56,833 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-14 00:52:56,899 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 00:52:56,964 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 00:52:57,029 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 00:52:57,093 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 00:52:57,157 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 00:52:57,221 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 00:52:57,284 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 00:52:57,347 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 00:52:57,409 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 00:52:57,470 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 00:52:57,534 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 00:52:57,597 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 00:52:57,662 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 00:52:57,727 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 00:52:57,790 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 00:52:57,855 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 00:52:57,919 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-14 00:52:57,984 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 00:52:58,049 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 00:52:58,113 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 00:52:58,174 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 00:52:58,237 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 00:52:58,302 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 00:52:58,365 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 00:52:58,432 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 00:52:58,504 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 00:52:58,579 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 00:52:58,653 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 00:52:59,374 semantic_segmentation INFO: Overall validation pixAcc: 93.875, mIoU: 65.709
2023-04-14 00:53:04,623 semantic_segmentation INFO: Iters: 8410/40000 || Lr: 0.016192 || Task Loss: 0.3394 || KD Loss: 0.0000|| Cost Time: 1:16:16 || Estimated Time: 4:46:30
2023-04-14 00:53:09,378 semantic_segmentation INFO: Iters: 8420/40000 || Lr: 0.016187 || Task Loss: 0.2988 || KD Loss: 0.0000|| Cost Time: 1:16:21 || Estimated Time: 4:46:22
2023-04-14 00:53:14,186 semantic_segmentation INFO: Iters: 8430/40000 || Lr: 0.016183 || Task Loss: 0.5348 || KD Loss: 0.0000|| Cost Time: 1:16:26 || Estimated Time: 4:46:15
2023-04-14 00:53:18,950 semantic_segmentation INFO: Iters: 8440/40000 || Lr: 0.016178 || Task Loss: 0.2531 || KD Loss: 0.0000|| Cost Time: 1:16:31 || Estimated Time: 4:46:07
2023-04-14 00:53:23,724 semantic_segmentation INFO: Iters: 8450/40000 || Lr: 0.016174 || Task Loss: 0.2572 || KD Loss: 0.0000|| Cost Time: 1:16:35 || Estimated Time: 4:45:59
2023-04-14 00:53:28,514 semantic_segmentation INFO: Iters: 8460/40000 || Lr: 0.016169 || Task Loss: 0.4278 || KD Loss: 0.0000|| Cost Time: 1:16:40 || Estimated Time: 4:45:51
2023-04-14 00:53:33,282 semantic_segmentation INFO: Iters: 8470/40000 || Lr: 0.016164 || Task Loss: 0.3652 || KD Loss: 0.0000|| Cost Time: 1:16:45 || Estimated Time: 4:45:43
2023-04-14 00:53:38,055 semantic_segmentation INFO: Iters: 8480/40000 || Lr: 0.016160 || Task Loss: 0.3237 || KD Loss: 0.0000|| Cost Time: 1:16:50 || Estimated Time: 4:45:35
2023-04-14 00:53:42,834 semantic_segmentation INFO: Iters: 8490/40000 || Lr: 0.016155 || Task Loss: 0.4378 || KD Loss: 0.0000|| Cost Time: 1:16:55 || Estimated Time: 4:45:27
2023-04-14 00:53:47,650 semantic_segmentation INFO: Iters: 8500/40000 || Lr: 0.016151 || Task Loss: 0.2772 || KD Loss: 0.0000|| Cost Time: 1:16:59 || Estimated Time: 4:45:19
2023-04-14 00:53:52,399 semantic_segmentation INFO: Iters: 8510/40000 || Lr: 0.016146 || Task Loss: 0.3704 || KD Loss: 0.0000|| Cost Time: 1:17:04 || Estimated Time: 4:45:11
2023-04-14 00:53:57,198 semantic_segmentation INFO: Iters: 8520/40000 || Lr: 0.016141 || Task Loss: 0.2705 || KD Loss: 0.0000|| Cost Time: 1:17:09 || Estimated Time: 4:45:04
2023-04-14 00:54:01,954 semantic_segmentation INFO: Iters: 8530/40000 || Lr: 0.016137 || Task Loss: 0.3727 || KD Loss: 0.0000|| Cost Time: 1:17:14 || Estimated Time: 4:44:56
2023-04-14 00:54:06,775 semantic_segmentation INFO: Iters: 8540/40000 || Lr: 0.016132 || Task Loss: 0.3347 || KD Loss: 0.0000|| Cost Time: 1:17:19 || Estimated Time: 4:44:48
2023-04-14 00:54:11,592 semantic_segmentation INFO: Iters: 8550/40000 || Lr: 0.016128 || Task Loss: 0.3262 || KD Loss: 0.0000|| Cost Time: 1:17:23 || Estimated Time: 4:44:40
2023-04-14 00:54:16,357 semantic_segmentation INFO: Iters: 8560/40000 || Lr: 0.016123 || Task Loss: 0.3435 || KD Loss: 0.0000|| Cost Time: 1:17:28 || Estimated Time: 4:44:32
2023-04-14 00:54:21,143 semantic_segmentation INFO: Iters: 8570/40000 || Lr: 0.016118 || Task Loss: 0.2775 || KD Loss: 0.0000|| Cost Time: 1:17:33 || Estimated Time: 4:44:25
2023-04-14 00:54:25,907 semantic_segmentation INFO: Iters: 8580/40000 || Lr: 0.016114 || Task Loss: 0.5444 || KD Loss: 0.0000|| Cost Time: 1:17:38 || Estimated Time: 4:44:17
2023-04-14 00:54:30,745 semantic_segmentation INFO: Iters: 8590/40000 || Lr: 0.016109 || Task Loss: 0.3048 || KD Loss: 0.0000|| Cost Time: 1:17:43 || Estimated Time: 4:44:09
2023-04-14 00:54:35,543 semantic_segmentation INFO: Iters: 8600/40000 || Lr: 0.016105 || Task Loss: 0.3526 || KD Loss: 0.0000|| Cost Time: 1:17:47 || Estimated Time: 4:44:01
2023-04-14 00:54:40,300 semantic_segmentation INFO: Iters: 8610/40000 || Lr: 0.016100 || Task Loss: 0.3780 || KD Loss: 0.0000|| Cost Time: 1:17:52 || Estimated Time: 4:43:54
2023-04-14 00:54:45,031 semantic_segmentation INFO: Iters: 8620/40000 || Lr: 0.016096 || Task Loss: 0.2745 || KD Loss: 0.0000|| Cost Time: 1:17:57 || Estimated Time: 4:43:46
2023-04-14 00:54:49,846 semantic_segmentation INFO: Iters: 8630/40000 || Lr: 0.016091 || Task Loss: 0.2606 || KD Loss: 0.0000|| Cost Time: 1:18:02 || Estimated Time: 4:43:38
2023-04-14 00:54:54,642 semantic_segmentation INFO: Iters: 8640/40000 || Lr: 0.016086 || Task Loss: 0.3633 || KD Loss: 0.0000|| Cost Time: 1:18:06 || Estimated Time: 4:43:30
2023-04-14 00:54:59,437 semantic_segmentation INFO: Iters: 8650/40000 || Lr: 0.016082 || Task Loss: 0.3126 || KD Loss: 0.0000|| Cost Time: 1:18:11 || Estimated Time: 4:43:23
2023-04-14 00:55:04,221 semantic_segmentation INFO: Iters: 8660/40000 || Lr: 0.016077 || Task Loss: 0.3423 || KD Loss: 0.0000|| Cost Time: 1:18:16 || Estimated Time: 4:43:15
2023-04-14 00:55:09,040 semantic_segmentation INFO: Iters: 8670/40000 || Lr: 0.016073 || Task Loss: 0.4981 || KD Loss: 0.0000|| Cost Time: 1:18:21 || Estimated Time: 4:43:07
2023-04-14 00:55:13,874 semantic_segmentation INFO: Iters: 8680/40000 || Lr: 0.016068 || Task Loss: 0.3608 || KD Loss: 0.0000|| Cost Time: 1:18:26 || Estimated Time: 4:43:00
2023-04-14 00:55:18,686 semantic_segmentation INFO: Iters: 8690/40000 || Lr: 0.016063 || Task Loss: 0.4983 || KD Loss: 0.0000|| Cost Time: 1:18:30 || Estimated Time: 4:42:52
2023-04-14 00:55:23,506 semantic_segmentation INFO: Iters: 8700/40000 || Lr: 0.016059 || Task Loss: 0.3719 || KD Loss: 0.0000|| Cost Time: 1:18:35 || Estimated Time: 4:42:44
2023-04-14 00:55:28,307 semantic_segmentation INFO: Iters: 8710/40000 || Lr: 0.016054 || Task Loss: 0.3727 || KD Loss: 0.0000|| Cost Time: 1:18:40 || Estimated Time: 4:42:37
2023-04-14 00:55:33,095 semantic_segmentation INFO: Iters: 8720/40000 || Lr: 0.016050 || Task Loss: 0.3916 || KD Loss: 0.0000|| Cost Time: 1:18:45 || Estimated Time: 4:42:29
2023-04-14 00:55:37,871 semantic_segmentation INFO: Iters: 8730/40000 || Lr: 0.016045 || Task Loss: 0.4438 || KD Loss: 0.0000|| Cost Time: 1:18:50 || Estimated Time: 4:42:21
2023-04-14 00:55:42,670 semantic_segmentation INFO: Iters: 8740/40000 || Lr: 0.016040 || Task Loss: 0.3527 || KD Loss: 0.0000|| Cost Time: 1:18:54 || Estimated Time: 4:42:14
2023-04-14 00:55:47,476 semantic_segmentation INFO: Iters: 8750/40000 || Lr: 0.016036 || Task Loss: 0.2874 || KD Loss: 0.0000|| Cost Time: 1:18:59 || Estimated Time: 4:42:06
2023-04-14 00:55:52,278 semantic_segmentation INFO: Iters: 8760/40000 || Lr: 0.016031 || Task Loss: 0.3356 || KD Loss: 0.0000|| Cost Time: 1:19:04 || Estimated Time: 4:41:59
2023-04-14 00:55:57,074 semantic_segmentation INFO: Iters: 8770/40000 || Lr: 0.016027 || Task Loss: 0.3436 || KD Loss: 0.0000|| Cost Time: 1:19:09 || Estimated Time: 4:41:51
2023-04-14 00:56:01,899 semantic_segmentation INFO: Iters: 8780/40000 || Lr: 0.016022 || Task Loss: 0.3035 || KD Loss: 0.0000|| Cost Time: 1:19:14 || Estimated Time: 4:41:43
2023-04-14 00:56:06,684 semantic_segmentation INFO: Iters: 8790/40000 || Lr: 0.016018 || Task Loss: 0.3355 || KD Loss: 0.0000|| Cost Time: 1:19:18 || Estimated Time: 4:41:36
2023-04-14 00:56:11,462 semantic_segmentation INFO: Iters: 8800/40000 || Lr: 0.016013 || Task Loss: 0.4638 || KD Loss: 0.0000|| Cost Time: 1:19:23 || Estimated Time: 4:41:28
2023-04-14 00:56:11,825 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:56:13,996 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.942, mIoU: 0.379
2023-04-14 00:56:14,526 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.436
2023-04-14 00:56:14,832 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.939, mIoU: 0.452
2023-04-14 00:56:14,923 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.940, mIoU: 0.491
2023-04-14 00:56:15,005 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.482
2023-04-14 00:56:15,085 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.942, mIoU: 0.477
2023-04-14 00:56:15,162 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.940, mIoU: 0.499
2023-04-14 00:56:15,236 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.938, mIoU: 0.511
2023-04-14 00:56:15,309 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.938, mIoU: 0.534
2023-04-14 00:56:15,383 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.935, mIoU: 0.555
2023-04-14 00:56:15,456 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.937, mIoU: 0.565
2023-04-14 00:56:15,528 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.930, mIoU: 0.570
2023-04-14 00:56:15,603 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.930, mIoU: 0.577
2023-04-14 00:56:15,681 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.926, mIoU: 0.563
2023-04-14 00:56:15,759 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.562
2023-04-14 00:56:15,834 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.923, mIoU: 0.558
2023-04-14 00:56:15,906 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.560
2023-04-14 00:56:15,975 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.560
2023-04-14 00:56:16,048 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.923, mIoU: 0.567
2023-04-14 00:56:16,125 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.923, mIoU: 0.572
2023-04-14 00:56:16,202 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.575
2023-04-14 00:56:16,276 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.918, mIoU: 0.572
2023-04-14 00:56:16,352 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.573
2023-04-14 00:56:16,426 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.917, mIoU: 0.578
2023-04-14 00:56:16,504 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.915, mIoU: 0.589
2023-04-14 00:56:16,580 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.593
2023-04-14 00:56:16,653 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.915, mIoU: 0.587
2023-04-14 00:56:16,725 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.584
2023-04-14 00:56:16,799 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.911, mIoU: 0.580
2023-04-14 00:56:16,880 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.909, mIoU: 0.570
2023-04-14 00:56:16,959 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.909, mIoU: 0.569
2023-04-14 00:56:17,039 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.908, mIoU: 0.569
2023-04-14 00:56:17,117 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.910, mIoU: 0.572
2023-04-14 00:56:17,195 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.910, mIoU: 0.573
2023-04-14 00:56:17,271 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.910, mIoU: 0.572
2023-04-14 00:56:17,347 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.910, mIoU: 0.572
2023-04-14 00:56:17,419 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.910, mIoU: 0.569
2023-04-14 00:56:17,492 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.910, mIoU: 0.570
2023-04-14 00:56:17,568 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.910, mIoU: 0.567
2023-04-14 00:56:17,642 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.568
2023-04-14 00:56:17,717 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.909, mIoU: 0.567
2023-04-14 00:56:17,791 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.911, mIoU: 0.568
2023-04-14 00:56:17,866 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.568
2023-04-14 00:56:17,938 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.570
2023-04-14 00:56:18,010 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.568
2023-04-14 00:56:18,084 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.567
2023-04-14 00:56:18,160 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.914, mIoU: 0.566
2023-04-14 00:56:18,235 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.565
2023-04-14 00:56:18,306 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.915, mIoU: 0.571
2023-04-14 00:56:18,387 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.915, mIoU: 0.573
2023-04-14 00:56:18,467 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.914, mIoU: 0.573
2023-04-14 00:56:18,543 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.913, mIoU: 0.574
2023-04-14 00:56:18,618 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.913, mIoU: 0.574
2023-04-14 00:56:18,696 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.912, mIoU: 0.574
2023-04-14 00:56:18,768 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.912, mIoU: 0.572
2023-04-14 00:56:18,845 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.912, mIoU: 0.570
2023-04-14 00:56:18,913 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.912, mIoU: 0.571
2023-04-14 00:56:18,988 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.913, mIoU: 0.577
2023-04-14 00:56:19,059 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-14 00:56:19,137 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.580
2023-04-14 00:56:19,214 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.582
2023-04-14 00:56:19,294 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.584
2023-04-14 00:56:19,372 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.912, mIoU: 0.582
2023-04-14 00:56:19,447 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.912, mIoU: 0.587
2023-04-14 00:56:19,522 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.912, mIoU: 0.588
2023-04-14 00:56:19,600 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.911, mIoU: 0.589
2023-04-14 00:56:19,671 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.910, mIoU: 0.587
2023-04-14 00:56:19,744 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.909, mIoU: 0.587
2023-04-14 00:56:19,821 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.909, mIoU: 0.586
2023-04-14 00:56:19,899 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.910, mIoU: 0.585
2023-04-14 00:56:19,974 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.910, mIoU: 0.585
2023-04-14 00:56:20,049 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-14 00:56:20,124 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.910, mIoU: 0.581
2023-04-14 00:56:20,201 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.910, mIoU: 0.581
2023-04-14 00:56:20,269 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.910, mIoU: 0.582
2023-04-14 00:56:20,344 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.910, mIoU: 0.582
2023-04-14 00:56:20,421 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.910, mIoU: 0.582
2023-04-14 00:56:20,490 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.910, mIoU: 0.581
2023-04-14 00:56:20,563 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.910, mIoU: 0.581
2023-04-14 00:56:20,639 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.910, mIoU: 0.583
2023-04-14 00:56:20,714 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.910, mIoU: 0.585
2023-04-14 00:56:20,794 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.910, mIoU: 0.586
2023-04-14 00:56:20,869 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.910, mIoU: 0.585
2023-04-14 00:56:20,943 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.909, mIoU: 0.584
2023-04-14 00:56:21,016 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.907, mIoU: 0.581
2023-04-14 00:56:21,088 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.907, mIoU: 0.581
2023-04-14 00:56:21,164 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.907, mIoU: 0.581
2023-04-14 00:56:21,238 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.907, mIoU: 0.582
2023-04-14 00:56:21,310 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.908, mIoU: 0.581
2023-04-14 00:56:21,383 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.908, mIoU: 0.581
2023-04-14 00:56:21,461 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.908, mIoU: 0.582
2023-04-14 00:56:21,537 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.906, mIoU: 0.581
2023-04-14 00:56:21,611 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.905, mIoU: 0.581
2023-04-14 00:56:21,686 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.906, mIoU: 0.581
2023-04-14 00:56:21,760 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.907, mIoU: 0.581
2023-04-14 00:56:21,829 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.906, mIoU: 0.581
2023-04-14 00:56:21,907 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.906, mIoU: 0.582
2023-04-14 00:56:21,981 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.907, mIoU: 0.582
2023-04-14 00:56:22,053 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.906, mIoU: 0.583
2023-04-14 00:56:22,122 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.906, mIoU: 0.584
2023-04-14 00:56:22,193 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.904, mIoU: 0.583
2023-04-14 00:56:22,269 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.903, mIoU: 0.582
2023-04-14 00:56:22,338 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.903, mIoU: 0.581
2023-04-14 00:56:22,415 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.903, mIoU: 0.581
2023-04-14 00:56:22,493 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.903, mIoU: 0.581
2023-04-14 00:56:22,575 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.904, mIoU: 0.582
2023-04-14 00:56:22,652 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.904, mIoU: 0.582
2023-04-14 00:56:22,726 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.904, mIoU: 0.583
2023-04-14 00:56:22,804 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.904, mIoU: 0.583
2023-04-14 00:56:22,883 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.903, mIoU: 0.581
2023-04-14 00:56:22,957 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.903, mIoU: 0.581
2023-04-14 00:56:23,032 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.903, mIoU: 0.581
2023-04-14 00:56:23,108 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.903, mIoU: 0.580
2023-04-14 00:56:23,186 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.903, mIoU: 0.579
2023-04-14 00:56:23,265 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.904, mIoU: 0.579
2023-04-14 00:56:23,335 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.904, mIoU: 0.579
2023-04-14 00:56:23,407 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.904, mIoU: 0.585
2023-04-14 00:56:23,482 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.904, mIoU: 0.585
2023-04-14 00:56:23,553 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.903, mIoU: 0.585
2023-04-14 00:56:23,626 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.903, mIoU: 0.585
2023-04-14 00:56:23,707 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.903, mIoU: 0.585
2023-04-14 00:56:23,787 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.903, mIoU: 0.585
2023-04-14 00:56:23,865 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.904, mIoU: 0.585
2023-04-14 00:56:23,943 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.904, mIoU: 0.588
2023-04-14 00:56:24,021 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.904, mIoU: 0.588
2023-04-14 00:56:24,096 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:24,174 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:24,250 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:24,324 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:24,397 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:24,473 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.905, mIoU: 0.591
2023-04-14 00:56:24,545 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.905, mIoU: 0.591
2023-04-14 00:56:24,623 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.905, mIoU: 0.590
2023-04-14 00:56:24,698 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.905, mIoU: 0.590
2023-04-14 00:56:24,772 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.905, mIoU: 0.588
2023-04-14 00:56:24,852 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.905, mIoU: 0.588
2023-04-14 00:56:24,929 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.905, mIoU: 0.588
2023-04-14 00:56:25,000 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.905, mIoU: 0.586
2023-04-14 00:56:25,079 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.904, mIoU: 0.587
2023-04-14 00:56:25,157 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.905, mIoU: 0.590
2023-04-14 00:56:25,234 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:25,307 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:25,381 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.905, mIoU: 0.590
2023-04-14 00:56:25,453 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:25,526 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:25,600 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:25,673 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.905, mIoU: 0.591
2023-04-14 00:56:25,746 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.905, mIoU: 0.591
2023-04-14 00:56:25,818 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:25,894 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:25,977 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.904, mIoU: 0.592
2023-04-14 00:56:26,055 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.905, mIoU: 0.592
2023-04-14 00:56:26,134 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.904, mIoU: 0.592
2023-04-14 00:56:26,206 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.905, mIoU: 0.592
2023-04-14 00:56:26,283 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.904, mIoU: 0.592
2023-04-14 00:56:26,353 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.905, mIoU: 0.592
2023-04-14 00:56:26,423 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.905, mIoU: 0.592
2023-04-14 00:56:26,493 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:26,565 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:26,639 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.904, mIoU: 0.591
2023-04-14 00:56:26,716 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:26,794 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:26,870 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.904, mIoU: 0.589
2023-04-14 00:56:26,947 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:27,020 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:27,093 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.904, mIoU: 0.590
2023-04-14 00:56:27,166 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.905, mIoU: 0.590
2023-04-14 00:56:27,242 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.905, mIoU: 0.590
2023-04-14 00:56:27,315 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.905, mIoU: 0.591
2023-04-14 00:56:27,392 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.905, mIoU: 0.590
2023-04-14 00:56:27,466 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.906, mIoU: 0.591
2023-04-14 00:56:27,544 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.906, mIoU: 0.590
2023-04-14 00:56:27,623 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.906, mIoU: 0.590
2023-04-14 00:56:27,701 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.906, mIoU: 0.590
2023-04-14 00:56:27,776 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.906, mIoU: 0.589
2023-04-14 00:56:27,855 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.906, mIoU: 0.588
2023-04-14 00:56:27,927 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.906, mIoU: 0.588
2023-04-14 00:56:27,995 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.906, mIoU: 0.588
2023-04-14 00:56:28,067 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.905, mIoU: 0.588
2023-04-14 00:56:28,141 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.906, mIoU: 0.588
2023-04-14 00:56:28,219 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.906, mIoU: 0.588
2023-04-14 00:56:28,296 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.906, mIoU: 0.588
2023-04-14 00:56:28,375 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.906, mIoU: 0.588
2023-04-14 00:56:28,453 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.907, mIoU: 0.588
2023-04-14 00:56:28,526 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.907, mIoU: 0.588
2023-04-14 00:56:28,598 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.907, mIoU: 0.587
2023-04-14 00:56:28,667 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.907, mIoU: 0.587
2023-04-14 00:56:28,735 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.907, mIoU: 0.588
2023-04-14 00:56:28,808 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.907, mIoU: 0.588
2023-04-14 00:56:28,877 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.907, mIoU: 0.588
2023-04-14 00:56:28,948 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.908, mIoU: 0.589
2023-04-14 00:56:29,017 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.908, mIoU: 0.589
2023-04-14 00:56:29,087 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.908, mIoU: 0.593
2023-04-14 00:56:29,160 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.908, mIoU: 0.593
2023-04-14 00:56:29,234 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.908, mIoU: 0.593
2023-04-14 00:56:29,310 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.908, mIoU: 0.593
2023-04-14 00:56:29,385 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.908, mIoU: 0.592
2023-04-14 00:56:29,463 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.908, mIoU: 0.592
2023-04-14 00:56:29,542 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.908, mIoU: 0.592
2023-04-14 00:56:29,619 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.908, mIoU: 0.592
2023-04-14 00:56:29,695 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.908, mIoU: 0.595
2023-04-14 00:56:29,771 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.908, mIoU: 0.595
2023-04-14 00:56:29,847 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.909, mIoU: 0.595
2023-04-14 00:56:29,918 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.909, mIoU: 0.594
2023-04-14 00:56:29,993 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.909, mIoU: 0.594
2023-04-14 00:56:30,072 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.909, mIoU: 0.594
2023-04-14 00:56:30,152 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.909, mIoU: 0.594
2023-04-14 00:56:30,228 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.909, mIoU: 0.594
2023-04-14 00:56:30,302 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.909, mIoU: 0.594
2023-04-14 00:56:30,376 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.909, mIoU: 0.594
2023-04-14 00:56:30,452 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.909, mIoU: 0.594
2023-04-14 00:56:30,525 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.909, mIoU: 0.594
2023-04-14 00:56:30,603 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.909, mIoU: 0.595
2023-04-14 00:56:30,681 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.909, mIoU: 0.595
2023-04-14 00:56:30,758 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.910, mIoU: 0.595
2023-04-14 00:56:30,832 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.910, mIoU: 0.595
2023-04-14 00:56:30,908 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.910, mIoU: 0.595
2023-04-14 00:56:30,981 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.910, mIoU: 0.596
2023-04-14 00:56:31,052 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.910, mIoU: 0.596
2023-04-14 00:56:31,119 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.910, mIoU: 0.596
2023-04-14 00:56:31,186 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:31,254 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.910, mIoU: 0.594
2023-04-14 00:56:31,321 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.910, mIoU: 0.594
2023-04-14 00:56:31,389 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.911, mIoU: 0.594
2023-04-14 00:56:31,455 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.911, mIoU: 0.594
2023-04-14 00:56:31,521 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.911, mIoU: 0.594
2023-04-14 00:56:31,586 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.911, mIoU: 0.594
2023-04-14 00:56:31,650 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.911, mIoU: 0.594
2023-04-14 00:56:31,714 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.910, mIoU: 0.595
2023-04-14 00:56:31,777 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.910, mIoU: 0.594
2023-04-14 00:56:31,839 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.910, mIoU: 0.594
2023-04-14 00:56:31,900 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.910, mIoU: 0.593
2023-04-14 00:56:31,963 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.910, mIoU: 0.593
2023-04-14 00:56:32,027 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,094 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,161 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,226 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,295 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,363 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.909, mIoU: 0.591
2023-04-14 00:56:32,432 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.909, mIoU: 0.591
2023-04-14 00:56:32,504 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.909, mIoU: 0.592
2023-04-14 00:56:32,576 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,644 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.910, mIoU: 0.591
2023-04-14 00:56:32,713 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,784 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,853 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,922 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:32,989 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:33,060 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:33,130 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.910, mIoU: 0.592
2023-04-14 00:56:34,048 semantic_segmentation INFO: Overall validation pixAcc: 91.839, mIoU: 59.974
2023-04-14 00:56:39,037 semantic_segmentation INFO: Iters: 8810/40000 || Lr: 0.016008 || Task Loss: 0.4916 || KD Loss: 0.0000|| Cost Time: 1:19:51 || Estimated Time: 4:42:41
2023-04-14 00:56:43,817 semantic_segmentation INFO: Iters: 8820/40000 || Lr: 0.016004 || Task Loss: 0.5634 || KD Loss: 0.0000|| Cost Time: 1:19:56 || Estimated Time: 4:42:33
2023-04-14 00:56:48,592 semantic_segmentation INFO: Iters: 8830/40000 || Lr: 0.015999 || Task Loss: 0.2529 || KD Loss: 0.0000|| Cost Time: 1:20:00 || Estimated Time: 4:42:26
2023-04-14 00:56:53,360 semantic_segmentation INFO: Iters: 8840/40000 || Lr: 0.015995 || Task Loss: 0.3302 || KD Loss: 0.0000|| Cost Time: 1:20:05 || Estimated Time: 4:42:18
2023-04-14 00:56:58,132 semantic_segmentation INFO: Iters: 8850/40000 || Lr: 0.015990 || Task Loss: 0.4794 || KD Loss: 0.0000|| Cost Time: 1:20:10 || Estimated Time: 4:42:10
2023-04-14 00:57:02,969 semantic_segmentation INFO: Iters: 8860/40000 || Lr: 0.015985 || Task Loss: 0.3109 || KD Loss: 0.0000|| Cost Time: 1:20:15 || Estimated Time: 4:42:02
2023-04-14 00:57:07,767 semantic_segmentation INFO: Iters: 8870/40000 || Lr: 0.015981 || Task Loss: 0.3896 || KD Loss: 0.0000|| Cost Time: 1:20:20 || Estimated Time: 4:41:55
2023-04-14 00:57:12,526 semantic_segmentation INFO: Iters: 8880/40000 || Lr: 0.015976 || Task Loss: 0.4208 || KD Loss: 0.0000|| Cost Time: 1:20:24 || Estimated Time: 4:41:47
2023-04-14 00:57:17,297 semantic_segmentation INFO: Iters: 8890/40000 || Lr: 0.015972 || Task Loss: 0.3228 || KD Loss: 0.0000|| Cost Time: 1:20:29 || Estimated Time: 4:41:39
2023-04-14 00:57:22,087 semantic_segmentation INFO: Iters: 8900/40000 || Lr: 0.015967 || Task Loss: 0.4588 || KD Loss: 0.0000|| Cost Time: 1:20:34 || Estimated Time: 4:41:32
2023-04-14 00:57:26,881 semantic_segmentation INFO: Iters: 8910/40000 || Lr: 0.015962 || Task Loss: 0.3342 || KD Loss: 0.0000|| Cost Time: 1:20:39 || Estimated Time: 4:41:24
2023-04-14 00:57:31,674 semantic_segmentation INFO: Iters: 8920/40000 || Lr: 0.015958 || Task Loss: 0.2802 || KD Loss: 0.0000|| Cost Time: 1:20:43 || Estimated Time: 4:41:16
2023-04-14 00:57:36,444 semantic_segmentation INFO: Iters: 8930/40000 || Lr: 0.015953 || Task Loss: 0.2426 || KD Loss: 0.0000|| Cost Time: 1:20:48 || Estimated Time: 4:41:09
2023-04-14 00:57:41,218 semantic_segmentation INFO: Iters: 8940/40000 || Lr: 0.015949 || Task Loss: 0.3201 || KD Loss: 0.0000|| Cost Time: 1:20:53 || Estimated Time: 4:41:01
2023-04-14 00:57:46,012 semantic_segmentation INFO: Iters: 8950/40000 || Lr: 0.015944 || Task Loss: 0.4280 || KD Loss: 0.0000|| Cost Time: 1:20:58 || Estimated Time: 4:40:53
2023-04-14 00:57:50,778 semantic_segmentation INFO: Iters: 8960/40000 || Lr: 0.015939 || Task Loss: 0.3188 || KD Loss: 0.0000|| Cost Time: 1:21:03 || Estimated Time: 4:40:46
2023-04-14 00:57:55,592 semantic_segmentation INFO: Iters: 8970/40000 || Lr: 0.015935 || Task Loss: 0.2916 || KD Loss: 0.0000|| Cost Time: 1:21:07 || Estimated Time: 4:40:38
2023-04-14 00:58:00,407 semantic_segmentation INFO: Iters: 8980/40000 || Lr: 0.015930 || Task Loss: 0.4254 || KD Loss: 0.0000|| Cost Time: 1:21:12 || Estimated Time: 4:40:30
2023-04-14 00:58:05,182 semantic_segmentation INFO: Iters: 8990/40000 || Lr: 0.015926 || Task Loss: 0.3768 || KD Loss: 0.0000|| Cost Time: 1:21:17 || Estimated Time: 4:40:23
2023-04-14 00:58:09,967 semantic_segmentation INFO: Iters: 9000/40000 || Lr: 0.015921 || Task Loss: 0.2894 || KD Loss: 0.0000|| Cost Time: 1:21:22 || Estimated Time: 4:40:15
2023-04-14 00:58:14,728 semantic_segmentation INFO: Iters: 9010/40000 || Lr: 0.015917 || Task Loss: 0.2446 || KD Loss: 0.0000|| Cost Time: 1:21:27 || Estimated Time: 4:40:08
2023-04-14 00:58:19,516 semantic_segmentation INFO: Iters: 9020/40000 || Lr: 0.015912 || Task Loss: 0.2613 || KD Loss: 0.0000|| Cost Time: 1:21:31 || Estimated Time: 4:40:00
2023-04-14 00:58:24,303 semantic_segmentation INFO: Iters: 9030/40000 || Lr: 0.015907 || Task Loss: 0.2756 || KD Loss: 0.0000|| Cost Time: 1:21:36 || Estimated Time: 4:39:52
2023-04-14 00:58:29,070 semantic_segmentation INFO: Iters: 9040/40000 || Lr: 0.015903 || Task Loss: 0.2482 || KD Loss: 0.0000|| Cost Time: 1:21:41 || Estimated Time: 4:39:45
2023-04-14 00:58:33,817 semantic_segmentation INFO: Iters: 9050/40000 || Lr: 0.015898 || Task Loss: 0.4951 || KD Loss: 0.0000|| Cost Time: 1:21:46 || Estimated Time: 4:39:37
2023-04-14 00:58:38,645 semantic_segmentation INFO: Iters: 9060/40000 || Lr: 0.015894 || Task Loss: 0.3036 || KD Loss: 0.0000|| Cost Time: 1:21:50 || Estimated Time: 4:39:29
2023-04-14 00:58:43,403 semantic_segmentation INFO: Iters: 9070/40000 || Lr: 0.015889 || Task Loss: 0.6166 || KD Loss: 0.0000|| Cost Time: 1:21:55 || Estimated Time: 4:39:22
2023-04-14 00:58:48,189 semantic_segmentation INFO: Iters: 9080/40000 || Lr: 0.015884 || Task Loss: 0.3455 || KD Loss: 0.0000|| Cost Time: 1:22:00 || Estimated Time: 4:39:14
2023-04-14 00:58:52,985 semantic_segmentation INFO: Iters: 9090/40000 || Lr: 0.015880 || Task Loss: 0.2489 || KD Loss: 0.0000|| Cost Time: 1:22:05 || Estimated Time: 4:39:07
2023-04-14 00:58:57,806 semantic_segmentation INFO: Iters: 9100/40000 || Lr: 0.015875 || Task Loss: 0.2910 || KD Loss: 0.0000|| Cost Time: 1:22:10 || Estimated Time: 4:38:59
2023-04-14 00:59:02,605 semantic_segmentation INFO: Iters: 9110/40000 || Lr: 0.015871 || Task Loss: 0.2392 || KD Loss: 0.0000|| Cost Time: 1:22:14 || Estimated Time: 4:38:52
2023-04-14 00:59:07,367 semantic_segmentation INFO: Iters: 9120/40000 || Lr: 0.015866 || Task Loss: 0.2316 || KD Loss: 0.0000|| Cost Time: 1:22:19 || Estimated Time: 4:38:44
2023-04-14 00:59:12,157 semantic_segmentation INFO: Iters: 9130/40000 || Lr: 0.015861 || Task Loss: 0.3464 || KD Loss: 0.0000|| Cost Time: 1:22:24 || Estimated Time: 4:38:36
2023-04-14 00:59:16,950 semantic_segmentation INFO: Iters: 9140/40000 || Lr: 0.015857 || Task Loss: 0.2295 || KD Loss: 0.0000|| Cost Time: 1:22:29 || Estimated Time: 4:38:29
2023-04-14 00:59:21,795 semantic_segmentation INFO: Iters: 9150/40000 || Lr: 0.015852 || Task Loss: 0.4294 || KD Loss: 0.0000|| Cost Time: 1:22:34 || Estimated Time: 4:38:22
2023-04-14 00:59:26,612 semantic_segmentation INFO: Iters: 9160/40000 || Lr: 0.015848 || Task Loss: 0.2869 || KD Loss: 0.0000|| Cost Time: 1:22:38 || Estimated Time: 4:38:14
2023-04-14 00:59:31,430 semantic_segmentation INFO: Iters: 9170/40000 || Lr: 0.015843 || Task Loss: 0.2686 || KD Loss: 0.0000|| Cost Time: 1:22:43 || Estimated Time: 4:38:07
2023-04-14 00:59:36,223 semantic_segmentation INFO: Iters: 9180/40000 || Lr: 0.015838 || Task Loss: 0.4407 || KD Loss: 0.0000|| Cost Time: 1:22:48 || Estimated Time: 4:37:59
2023-04-14 00:59:41,038 semantic_segmentation INFO: Iters: 9190/40000 || Lr: 0.015834 || Task Loss: 0.3093 || KD Loss: 0.0000|| Cost Time: 1:22:53 || Estimated Time: 4:37:52
2023-04-14 00:59:45,847 semantic_segmentation INFO: Iters: 9200/40000 || Lr: 0.015829 || Task Loss: 0.3825 || KD Loss: 0.0000|| Cost Time: 1:22:58 || Estimated Time: 4:37:44
2023-04-14 00:59:46,161 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 00:59:49,022 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.937, mIoU: 0.362
2023-04-14 00:59:49,120 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.444
2023-04-14 00:59:49,211 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.464
2023-04-14 00:59:49,295 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.487
2023-04-14 00:59:49,368 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.479
2023-04-14 00:59:49,443 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.483
2023-04-14 00:59:49,516 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.477
2023-04-14 00:59:49,590 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.492
2023-04-14 00:59:49,662 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.525
2023-04-14 00:59:49,737 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.550
2023-04-14 00:59:49,809 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.554
2023-04-14 00:59:49,891 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.576
2023-04-14 00:59:49,963 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.582
2023-04-14 00:59:50,038 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.577
2023-04-14 00:59:50,112 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.584
2023-04-14 00:59:50,186 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.580
2023-04-14 00:59:50,258 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.582
2023-04-14 00:59:50,328 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.583
2023-04-14 00:59:50,399 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.590
2023-04-14 00:59:50,471 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.596
2023-04-14 00:59:50,549 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.599
2023-04-14 00:59:50,627 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.588
2023-04-14 00:59:50,704 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.933, mIoU: 0.589
2023-04-14 00:59:50,779 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.595
2023-04-14 00:59:50,859 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 00:59:50,931 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-14 00:59:51,004 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.607
2023-04-14 00:59:51,078 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.604
2023-04-14 00:59:51,147 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.611
2023-04-14 00:59:51,223 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.605
2023-04-14 00:59:51,294 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.605
2023-04-14 00:59:51,371 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.605
2023-04-14 00:59:51,448 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.607
2023-04-14 00:59:51,523 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.608
2023-04-14 00:59:51,597 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-14 00:59:51,670 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-14 00:59:51,743 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.606
2023-04-14 00:59:51,821 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.605
2023-04-14 00:59:51,892 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.606
2023-04-14 00:59:51,963 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.607
2023-04-14 00:59:52,034 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.602
2023-04-14 00:59:52,104 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.602
2023-04-14 00:59:52,174 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.603
2023-04-14 00:59:52,249 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.603
2023-04-14 00:59:52,324 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.602
2023-04-14 00:59:52,401 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.603
2023-04-14 00:59:52,477 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.604
2023-04-14 00:59:52,553 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.603
2023-04-14 00:59:52,628 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.607
2023-04-14 00:59:52,703 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.607
2023-04-14 00:59:52,781 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.608
2023-04-14 00:59:52,853 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.613
2023-04-14 00:59:52,924 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 00:59:53,001 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.615
2023-04-14 00:59:53,074 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-14 00:59:53,152 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.619
2023-04-14 00:59:53,228 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.620
2023-04-14 00:59:53,308 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.627
2023-04-14 00:59:53,387 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 00:59:53,461 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.628
2023-04-14 00:59:53,536 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-14 00:59:53,609 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.631
2023-04-14 00:59:53,681 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-14 00:59:53,754 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-14 00:59:53,833 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 00:59:53,913 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:59:53,990 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 00:59:54,068 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 00:59:54,143 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 00:59:54,215 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 00:59:54,287 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 00:59:54,358 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 00:59:54,429 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 00:59:54,504 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 00:59:54,576 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 00:59:54,651 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 00:59:54,725 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 00:59:54,798 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 00:59:54,875 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-14 00:59:54,951 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 00:59:55,024 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-14 00:59:55,096 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-14 00:59:55,167 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-14 00:59:55,236 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 00:59:55,306 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-14 00:59:55,374 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 00:59:55,443 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 00:59:55,519 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-14 00:59:55,596 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-14 00:59:55,673 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-14 00:59:55,753 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 00:59:55,829 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 00:59:55,902 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 00:59:55,976 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 00:59:56,048 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 00:59:56,116 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 00:59:56,190 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-14 00:59:56,258 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 00:59:56,329 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-14 00:59:56,400 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-14 00:59:56,473 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 00:59:56,545 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 00:59:56,618 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 00:59:56,701 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 00:59:56,780 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 00:59:56,857 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 00:59:56,934 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 00:59:57,012 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.925, mIoU: 0.625
2023-04-14 00:59:57,094 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 00:59:57,167 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 00:59:57,244 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 00:59:57,321 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 00:59:57,395 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 00:59:57,470 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 00:59:57,543 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-14 00:59:57,617 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-14 00:59:57,690 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 00:59:57,762 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 00:59:57,835 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-14 00:59:57,905 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-14 00:59:57,976 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.626
2023-04-14 00:59:58,049 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.626
2023-04-14 00:59:58,132 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.626
2023-04-14 00:59:58,216 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.924, mIoU: 0.625
2023-04-14 00:59:58,290 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.924, mIoU: 0.625
2023-04-14 00:59:58,365 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-14 00:59:58,440 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 00:59:58,519 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-14 00:59:58,591 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-14 00:59:58,663 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 00:59:58,738 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-14 00:59:58,814 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-14 00:59:58,892 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-14 00:59:58,968 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-14 00:59:59,044 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.925, mIoU: 0.625
2023-04-14 00:59:59,119 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-14 00:59:59,194 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-14 00:59:59,270 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 00:59:59,343 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 00:59:59,415 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 00:59:59,485 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 00:59:59,565 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 00:59:59,639 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 00:59:59,714 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 00:59:59,787 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-14 00:59:59,860 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 00:59:59,932 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 01:00:00,006 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 01:00:00,079 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 01:00:00,150 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-14 01:00:00,220 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-14 01:00:00,293 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 01:00:00,364 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 01:00:00,433 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 01:00:00,503 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 01:00:00,578 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 01:00:00,651 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 01:00:00,732 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 01:00:00,808 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-14 01:00:00,886 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-14 01:00:00,963 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-14 01:00:01,039 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-14 01:00:01,114 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-14 01:00:01,185 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-14 01:00:01,255 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-14 01:00:01,328 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 01:00:01,405 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 01:00:01,485 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 01:00:01,565 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 01:00:01,640 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:01,718 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:01,795 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:01,870 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:01,944 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:02,022 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:02,098 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:02,169 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:02,241 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:02,317 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:02,393 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:02,462 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:02,538 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:00:02,614 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:02,683 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:02,755 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 01:00:02,827 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:02,899 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:02,970 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:03,048 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:03,124 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:03,204 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 01:00:03,278 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 01:00:03,354 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:03,424 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:03,502 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:00:03,571 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 01:00:03,641 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 01:00:03,714 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 01:00:03,787 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 01:00:03,866 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 01:00:03,947 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:00:04,022 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:00:04,098 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:00:04,173 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:00:04,246 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:00:04,318 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:00:04,388 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:00:04,459 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:00:04,535 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 01:00:04,610 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 01:00:04,691 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 01:00:04,773 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 01:00:04,847 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.930, mIoU: 0.623
2023-04-14 01:00:04,923 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:00:05,001 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:00:05,076 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:00:05,151 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:00:05,223 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 01:00:05,300 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 01:00:05,371 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 01:00:05,441 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 01:00:05,512 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:05,584 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 01:00:05,654 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 01:00:05,722 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:00:05,791 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:00:05,857 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:00:05,922 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:00:05,988 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:00:06,056 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:00:06,127 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,196 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,265 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,334 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,402 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,470 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,539 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,607 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,673 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,738 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,804 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:00:06,872 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 01:00:06,940 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 01:00:07,010 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:00:07,081 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 01:00:07,150 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 01:00:07,220 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 01:00:07,287 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 01:00:07,355 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 01:00:07,423 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 01:00:08,074 semantic_segmentation INFO: Overall validation pixAcc: 93.806, mIoU: 62.828
2023-04-14 01:00:13,057 semantic_segmentation INFO: Iters: 9210/40000 || Lr: 0.015825 || Task Loss: 0.3760 || KD Loss: 0.0000|| Cost Time: 1:23:25 || Estimated Time: 4:38:52
2023-04-14 01:00:17,820 semantic_segmentation INFO: Iters: 9220/40000 || Lr: 0.015820 || Task Loss: 0.4173 || KD Loss: 0.0000|| Cost Time: 1:23:30 || Estimated Time: 4:38:44
2023-04-14 01:00:22,597 semantic_segmentation INFO: Iters: 9230/40000 || Lr: 0.015815 || Task Loss: 0.3368 || KD Loss: 0.0000|| Cost Time: 1:23:34 || Estimated Time: 4:38:37
2023-04-14 01:00:27,385 semantic_segmentation INFO: Iters: 9240/40000 || Lr: 0.015811 || Task Loss: 0.2647 || KD Loss: 0.0000|| Cost Time: 1:23:39 || Estimated Time: 4:38:29
2023-04-14 01:00:32,150 semantic_segmentation INFO: Iters: 9250/40000 || Lr: 0.015806 || Task Loss: 0.3398 || KD Loss: 0.0000|| Cost Time: 1:23:44 || Estimated Time: 4:38:21
2023-04-14 01:00:36,929 semantic_segmentation INFO: Iters: 9260/40000 || Lr: 0.015802 || Task Loss: 0.2807 || KD Loss: 0.0000|| Cost Time: 1:23:49 || Estimated Time: 4:38:14
2023-04-14 01:00:41,689 semantic_segmentation INFO: Iters: 9270/40000 || Lr: 0.015797 || Task Loss: 0.4014 || KD Loss: 0.0000|| Cost Time: 1:23:53 || Estimated Time: 4:38:06
2023-04-14 01:00:46,462 semantic_segmentation INFO: Iters: 9280/40000 || Lr: 0.015792 || Task Loss: 0.2477 || KD Loss: 0.0000|| Cost Time: 1:23:58 || Estimated Time: 4:37:59
2023-04-14 01:00:51,263 semantic_segmentation INFO: Iters: 9290/40000 || Lr: 0.015788 || Task Loss: 0.2800 || KD Loss: 0.0000|| Cost Time: 1:24:03 || Estimated Time: 4:37:51
2023-04-14 01:00:56,050 semantic_segmentation INFO: Iters: 9300/40000 || Lr: 0.015783 || Task Loss: 0.4684 || KD Loss: 0.0000|| Cost Time: 1:24:08 || Estimated Time: 4:37:43
2023-04-14 01:01:00,826 semantic_segmentation INFO: Iters: 9310/40000 || Lr: 0.015779 || Task Loss: 0.2832 || KD Loss: 0.0000|| Cost Time: 1:24:13 || Estimated Time: 4:37:36
2023-04-14 01:01:05,622 semantic_segmentation INFO: Iters: 9320/40000 || Lr: 0.015774 || Task Loss: 0.2680 || KD Loss: 0.0000|| Cost Time: 1:24:17 || Estimated Time: 4:37:28
2023-04-14 01:01:10,423 semantic_segmentation INFO: Iters: 9330/40000 || Lr: 0.015769 || Task Loss: 0.3010 || KD Loss: 0.0000|| Cost Time: 1:24:22 || Estimated Time: 4:37:21
2023-04-14 01:01:15,230 semantic_segmentation INFO: Iters: 9340/40000 || Lr: 0.015765 || Task Loss: 0.4480 || KD Loss: 0.0000|| Cost Time: 1:24:27 || Estimated Time: 4:37:13
2023-04-14 01:01:20,026 semantic_segmentation INFO: Iters: 9350/40000 || Lr: 0.015760 || Task Loss: 0.3897 || KD Loss: 0.0000|| Cost Time: 1:24:32 || Estimated Time: 4:37:06
2023-04-14 01:01:24,774 semantic_segmentation INFO: Iters: 9360/40000 || Lr: 0.015756 || Task Loss: 0.3743 || KD Loss: 0.0000|| Cost Time: 1:24:37 || Estimated Time: 4:36:58
2023-04-14 01:01:29,565 semantic_segmentation INFO: Iters: 9370/40000 || Lr: 0.015751 || Task Loss: 0.2671 || KD Loss: 0.0000|| Cost Time: 1:24:41 || Estimated Time: 4:36:51
2023-04-14 01:01:34,379 semantic_segmentation INFO: Iters: 9380/40000 || Lr: 0.015746 || Task Loss: 0.4410 || KD Loss: 0.0000|| Cost Time: 1:24:46 || Estimated Time: 4:36:43
2023-04-14 01:01:39,219 semantic_segmentation INFO: Iters: 9390/40000 || Lr: 0.015742 || Task Loss: 0.3191 || KD Loss: 0.0000|| Cost Time: 1:24:51 || Estimated Time: 4:36:36
2023-04-14 01:01:44,029 semantic_segmentation INFO: Iters: 9400/40000 || Lr: 0.015737 || Task Loss: 0.2547 || KD Loss: 0.0000|| Cost Time: 1:24:56 || Estimated Time: 4:36:29
2023-04-14 01:01:48,851 semantic_segmentation INFO: Iters: 9410/40000 || Lr: 0.015733 || Task Loss: 0.2284 || KD Loss: 0.0000|| Cost Time: 1:25:01 || Estimated Time: 4:36:21
2023-04-14 01:01:53,663 semantic_segmentation INFO: Iters: 9420/40000 || Lr: 0.015728 || Task Loss: 0.2476 || KD Loss: 0.0000|| Cost Time: 1:25:05 || Estimated Time: 4:36:14
2023-04-14 01:01:58,444 semantic_segmentation INFO: Iters: 9430/40000 || Lr: 0.015723 || Task Loss: 0.3577 || KD Loss: 0.0000|| Cost Time: 1:25:10 || Estimated Time: 4:36:06
2023-04-14 01:02:03,279 semantic_segmentation INFO: Iters: 9440/40000 || Lr: 0.015719 || Task Loss: 0.3689 || KD Loss: 0.0000|| Cost Time: 1:25:15 || Estimated Time: 4:35:59
2023-04-14 01:02:08,089 semantic_segmentation INFO: Iters: 9450/40000 || Lr: 0.015714 || Task Loss: 0.4124 || KD Loss: 0.0000|| Cost Time: 1:25:20 || Estimated Time: 4:35:52
2023-04-14 01:02:12,899 semantic_segmentation INFO: Iters: 9460/40000 || Lr: 0.015710 || Task Loss: 0.4113 || KD Loss: 0.0000|| Cost Time: 1:25:25 || Estimated Time: 4:35:44
2023-04-14 01:02:17,696 semantic_segmentation INFO: Iters: 9470/40000 || Lr: 0.015705 || Task Loss: 0.2547 || KD Loss: 0.0000|| Cost Time: 1:25:29 || Estimated Time: 4:35:37
2023-04-14 01:02:22,480 semantic_segmentation INFO: Iters: 9480/40000 || Lr: 0.015700 || Task Loss: 0.3898 || KD Loss: 0.0000|| Cost Time: 1:25:34 || Estimated Time: 4:35:29
2023-04-14 01:02:27,250 semantic_segmentation INFO: Iters: 9490/40000 || Lr: 0.015696 || Task Loss: 0.2977 || KD Loss: 0.0000|| Cost Time: 1:25:39 || Estimated Time: 4:35:22
2023-04-14 01:02:32,009 semantic_segmentation INFO: Iters: 9500/40000 || Lr: 0.015691 || Task Loss: 0.3043 || KD Loss: 0.0000|| Cost Time: 1:25:44 || Estimated Time: 4:35:14
2023-04-14 01:02:36,772 semantic_segmentation INFO: Iters: 9510/40000 || Lr: 0.015687 || Task Loss: 0.3787 || KD Loss: 0.0000|| Cost Time: 1:25:49 || Estimated Time: 4:35:07
2023-04-14 01:02:41,589 semantic_segmentation INFO: Iters: 9520/40000 || Lr: 0.015682 || Task Loss: 0.4918 || KD Loss: 0.0000|| Cost Time: 1:25:53 || Estimated Time: 4:35:00
2023-04-14 01:02:46,362 semantic_segmentation INFO: Iters: 9530/40000 || Lr: 0.015677 || Task Loss: 0.5440 || KD Loss: 0.0000|| Cost Time: 1:25:58 || Estimated Time: 4:34:52
2023-04-14 01:02:51,153 semantic_segmentation INFO: Iters: 9540/40000 || Lr: 0.015673 || Task Loss: 0.3709 || KD Loss: 0.0000|| Cost Time: 1:26:03 || Estimated Time: 4:34:45
2023-04-14 01:02:55,915 semantic_segmentation INFO: Iters: 9550/40000 || Lr: 0.015668 || Task Loss: 0.2628 || KD Loss: 0.0000|| Cost Time: 1:26:08 || Estimated Time: 4:34:37
2023-04-14 01:03:00,727 semantic_segmentation INFO: Iters: 9560/40000 || Lr: 0.015664 || Task Loss: 0.3343 || KD Loss: 0.0000|| Cost Time: 1:26:13 || Estimated Time: 4:34:30
2023-04-14 01:03:05,491 semantic_segmentation INFO: Iters: 9570/40000 || Lr: 0.015659 || Task Loss: 0.4436 || KD Loss: 0.0000|| Cost Time: 1:26:17 || Estimated Time: 4:34:22
2023-04-14 01:03:10,258 semantic_segmentation INFO: Iters: 9580/40000 || Lr: 0.015654 || Task Loss: 0.3660 || KD Loss: 0.0000|| Cost Time: 1:26:22 || Estimated Time: 4:34:15
2023-04-14 01:03:15,051 semantic_segmentation INFO: Iters: 9590/40000 || Lr: 0.015650 || Task Loss: 0.4090 || KD Loss: 0.0000|| Cost Time: 1:26:27 || Estimated Time: 4:34:08
2023-04-14 01:03:19,847 semantic_segmentation INFO: Iters: 9600/40000 || Lr: 0.015645 || Task Loss: 0.3817 || KD Loss: 0.0000|| Cost Time: 1:26:32 || Estimated Time: 4:34:00
2023-04-14 01:03:20,244 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:03:22,431 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.392
2023-04-14 01:03:22,560 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.472
2023-04-14 01:03:22,696 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.482
2023-04-14 01:03:22,924 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.502
2023-04-14 01:03:23,061 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.493
2023-04-14 01:03:23,194 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.499
2023-04-14 01:03:23,317 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.494
2023-04-14 01:03:23,453 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.524
2023-04-14 01:03:23,555 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.562
2023-04-14 01:03:23,651 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.607
2023-04-14 01:03:23,732 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.604
2023-04-14 01:03:23,808 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.637
2023-04-14 01:03:23,890 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.637
2023-04-14 01:03:23,965 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.625
2023-04-14 01:03:24,039 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.632
2023-04-14 01:03:24,117 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.627
2023-04-14 01:03:24,199 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.627
2023-04-14 01:03:24,279 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.625
2023-04-14 01:03:24,351 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.632
2023-04-14 01:03:24,424 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.639
2023-04-14 01:03:24,500 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.641
2023-04-14 01:03:24,579 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.598
2023-04-14 01:03:24,658 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.600
2023-04-14 01:03:24,732 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.609
2023-04-14 01:03:24,806 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.624
2023-04-14 01:03:24,878 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.624
2023-04-14 01:03:24,949 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.613
2023-04-14 01:03:25,025 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.609
2023-04-14 01:03:25,096 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.620
2023-04-14 01:03:25,173 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:03:25,248 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 01:03:25,321 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.620
2023-04-14 01:03:25,395 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.621
2023-04-14 01:03:25,471 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:03:25,547 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:03:25,624 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:03:25,698 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.620
2023-04-14 01:03:25,771 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.619
2023-04-14 01:03:25,841 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 01:03:25,914 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.623
2023-04-14 01:03:25,988 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:03:26,063 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:03:26,139 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.623
2023-04-14 01:03:26,213 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.625
2023-04-14 01:03:26,288 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.622
2023-04-14 01:03:26,363 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.623
2023-04-14 01:03:26,439 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.624
2023-04-14 01:03:26,518 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.935, mIoU: 0.623
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2023-04-14 01:03:26,891 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.616
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2023-04-14 01:03:27,039 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.619
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2023-04-14 01:03:27,189 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.933, mIoU: 0.622
2023-04-14 01:03:27,266 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.933, mIoU: 0.629
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2023-04-14 01:03:27,721 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.638
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2023-04-14 01:03:27,948 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 01:03:28,023 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.637
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2023-04-14 01:03:28,980 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.633
2023-04-14 01:03:29,049 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.633
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2023-04-14 01:03:30,010 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.638
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2023-04-14 01:03:31,811 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.641
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2023-04-14 01:03:34,000 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.637
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2023-04-14 01:03:41,028 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-14 01:03:41,097 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-14 01:03:41,165 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.932, mIoU: 0.631
2023-04-14 01:03:41,232 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-14 01:03:41,296 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-14 01:03:41,363 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-14 01:03:41,429 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-14 01:03:42,187 semantic_segmentation INFO: Overall validation pixAcc: 93.914, mIoU: 63.272
2023-04-14 01:03:47,186 semantic_segmentation INFO: Iters: 9610/40000 || Lr: 0.015641 || Task Loss: 0.3272 || KD Loss: 0.0000|| Cost Time: 1:26:59 || Estimated Time: 4:35:04
2023-04-14 01:03:51,965 semantic_segmentation INFO: Iters: 9620/40000 || Lr: 0.015636 || Task Loss: 0.3669 || KD Loss: 0.0000|| Cost Time: 1:27:04 || Estimated Time: 4:34:57
2023-04-14 01:03:56,763 semantic_segmentation INFO: Iters: 9630/40000 || Lr: 0.015631 || Task Loss: 0.2205 || KD Loss: 0.0000|| Cost Time: 1:27:09 || Estimated Time: 4:34:49
2023-04-14 01:04:01,570 semantic_segmentation INFO: Iters: 9640/40000 || Lr: 0.015627 || Task Loss: 0.3101 || KD Loss: 0.0000|| Cost Time: 1:27:13 || Estimated Time: 4:34:42
2023-04-14 01:04:06,387 semantic_segmentation INFO: Iters: 9650/40000 || Lr: 0.015622 || Task Loss: 0.3576 || KD Loss: 0.0000|| Cost Time: 1:27:18 || Estimated Time: 4:34:35
2023-04-14 01:04:11,243 semantic_segmentation INFO: Iters: 9660/40000 || Lr: 0.015618 || Task Loss: 0.3731 || KD Loss: 0.0000|| Cost Time: 1:27:23 || Estimated Time: 4:34:27
2023-04-14 01:04:15,993 semantic_segmentation INFO: Iters: 9670/40000 || Lr: 0.015613 || Task Loss: 0.2865 || KD Loss: 0.0000|| Cost Time: 1:27:28 || Estimated Time: 4:34:20
2023-04-14 01:04:20,798 semantic_segmentation INFO: Iters: 9680/40000 || Lr: 0.015608 || Task Loss: 0.4130 || KD Loss: 0.0000|| Cost Time: 1:27:33 || Estimated Time: 4:34:12
2023-04-14 01:04:25,686 semantic_segmentation INFO: Iters: 9690/40000 || Lr: 0.015604 || Task Loss: 0.2898 || KD Loss: 0.0000|| Cost Time: 1:27:37 || Estimated Time: 4:34:05
2023-04-14 01:04:30,478 semantic_segmentation INFO: Iters: 9700/40000 || Lr: 0.015599 || Task Loss: 0.3007 || KD Loss: 0.0000|| Cost Time: 1:27:42 || Estimated Time: 4:33:58
2023-04-14 01:04:35,297 semantic_segmentation INFO: Iters: 9710/40000 || Lr: 0.015595 || Task Loss: 0.5213 || KD Loss: 0.0000|| Cost Time: 1:27:47 || Estimated Time: 4:33:51
2023-04-14 01:04:40,118 semantic_segmentation INFO: Iters: 9720/40000 || Lr: 0.015590 || Task Loss: 0.5244 || KD Loss: 0.0000|| Cost Time: 1:27:52 || Estimated Time: 4:33:43
2023-04-14 01:04:44,882 semantic_segmentation INFO: Iters: 9730/40000 || Lr: 0.015585 || Task Loss: 0.2650 || KD Loss: 0.0000|| Cost Time: 1:27:57 || Estimated Time: 4:33:36
2023-04-14 01:04:49,672 semantic_segmentation INFO: Iters: 9740/40000 || Lr: 0.015581 || Task Loss: 0.4220 || KD Loss: 0.0000|| Cost Time: 1:28:01 || Estimated Time: 4:33:28
2023-04-14 01:04:54,448 semantic_segmentation INFO: Iters: 9750/40000 || Lr: 0.015576 || Task Loss: 0.4126 || KD Loss: 0.0000|| Cost Time: 1:28:06 || Estimated Time: 4:33:21
2023-04-14 01:04:59,246 semantic_segmentation INFO: Iters: 9760/40000 || Lr: 0.015572 || Task Loss: 0.2557 || KD Loss: 0.0000|| Cost Time: 1:28:11 || Estimated Time: 4:33:14
2023-04-14 01:05:04,017 semantic_segmentation INFO: Iters: 9770/40000 || Lr: 0.015567 || Task Loss: 0.3683 || KD Loss: 0.0000|| Cost Time: 1:28:16 || Estimated Time: 4:33:06
2023-04-14 01:05:08,775 semantic_segmentation INFO: Iters: 9780/40000 || Lr: 0.015562 || Task Loss: 0.4982 || KD Loss: 0.0000|| Cost Time: 1:28:21 || Estimated Time: 4:32:59
2023-04-14 01:05:13,560 semantic_segmentation INFO: Iters: 9790/40000 || Lr: 0.015558 || Task Loss: 0.2914 || KD Loss: 0.0000|| Cost Time: 1:28:25 || Estimated Time: 4:32:51
2023-04-14 01:05:18,337 semantic_segmentation INFO: Iters: 9800/40000 || Lr: 0.015553 || Task Loss: 0.3385 || KD Loss: 0.0000|| Cost Time: 1:28:30 || Estimated Time: 4:32:44
2023-04-14 01:05:23,107 semantic_segmentation INFO: Iters: 9810/40000 || Lr: 0.015549 || Task Loss: 0.2630 || KD Loss: 0.0000|| Cost Time: 1:28:35 || Estimated Time: 4:32:37
2023-04-14 01:05:27,887 semantic_segmentation INFO: Iters: 9820/40000 || Lr: 0.015544 || Task Loss: 0.1868 || KD Loss: 0.0000|| Cost Time: 1:28:40 || Estimated Time: 4:32:29
2023-04-14 01:05:32,698 semantic_segmentation INFO: Iters: 9830/40000 || Lr: 0.015539 || Task Loss: 0.3722 || KD Loss: 0.0000|| Cost Time: 1:28:44 || Estimated Time: 4:32:22
2023-04-14 01:05:37,503 semantic_segmentation INFO: Iters: 9840/40000 || Lr: 0.015535 || Task Loss: 0.2530 || KD Loss: 0.0000|| Cost Time: 1:28:49 || Estimated Time: 4:32:15
2023-04-14 01:05:42,269 semantic_segmentation INFO: Iters: 9850/40000 || Lr: 0.015530 || Task Loss: 0.2924 || KD Loss: 0.0000|| Cost Time: 1:28:54 || Estimated Time: 4:32:07
2023-04-14 01:05:47,103 semantic_segmentation INFO: Iters: 9860/40000 || Lr: 0.015526 || Task Loss: 0.3431 || KD Loss: 0.0000|| Cost Time: 1:28:59 || Estimated Time: 4:32:00
2023-04-14 01:05:51,943 semantic_segmentation INFO: Iters: 9870/40000 || Lr: 0.015521 || Task Loss: 0.2838 || KD Loss: 0.0000|| Cost Time: 1:29:04 || Estimated Time: 4:31:53
2023-04-14 01:05:56,743 semantic_segmentation INFO: Iters: 9880/40000 || Lr: 0.015516 || Task Loss: 0.4780 || KD Loss: 0.0000|| Cost Time: 1:29:09 || Estimated Time: 4:31:46
2023-04-14 01:06:01,553 semantic_segmentation INFO: Iters: 9890/40000 || Lr: 0.015512 || Task Loss: 0.3616 || KD Loss: 0.0000|| Cost Time: 1:29:13 || Estimated Time: 4:31:38
2023-04-14 01:06:06,347 semantic_segmentation INFO: Iters: 9900/40000 || Lr: 0.015507 || Task Loss: 0.4184 || KD Loss: 0.0000|| Cost Time: 1:29:18 || Estimated Time: 4:31:31
2023-04-14 01:06:11,095 semantic_segmentation INFO: Iters: 9910/40000 || Lr: 0.015503 || Task Loss: 0.2772 || KD Loss: 0.0000|| Cost Time: 1:29:23 || Estimated Time: 4:31:24
2023-04-14 01:06:15,949 semantic_segmentation INFO: Iters: 9920/40000 || Lr: 0.015498 || Task Loss: 0.2671 || KD Loss: 0.0000|| Cost Time: 1:29:28 || Estimated Time: 4:31:16
2023-04-14 01:06:20,721 semantic_segmentation INFO: Iters: 9930/40000 || Lr: 0.015493 || Task Loss: 0.2889 || KD Loss: 0.0000|| Cost Time: 1:29:32 || Estimated Time: 4:31:09
2023-04-14 01:06:25,490 semantic_segmentation INFO: Iters: 9940/40000 || Lr: 0.015489 || Task Loss: 0.4250 || KD Loss: 0.0000|| Cost Time: 1:29:37 || Estimated Time: 4:31:02
2023-04-14 01:06:30,289 semantic_segmentation INFO: Iters: 9950/40000 || Lr: 0.015484 || Task Loss: 0.3039 || KD Loss: 0.0000|| Cost Time: 1:29:42 || Estimated Time: 4:30:55
2023-04-14 01:06:35,048 semantic_segmentation INFO: Iters: 9960/40000 || Lr: 0.015479 || Task Loss: 0.2681 || KD Loss: 0.0000|| Cost Time: 1:29:47 || Estimated Time: 4:30:47
2023-04-14 01:06:39,869 semantic_segmentation INFO: Iters: 9970/40000 || Lr: 0.015475 || Task Loss: 0.2720 || KD Loss: 0.0000|| Cost Time: 1:29:52 || Estimated Time: 4:30:40
2023-04-14 01:06:44,683 semantic_segmentation INFO: Iters: 9980/40000 || Lr: 0.015470 || Task Loss: 0.3361 || KD Loss: 0.0000|| Cost Time: 1:29:56 || Estimated Time: 4:30:33
2023-04-14 01:06:49,509 semantic_segmentation INFO: Iters: 9990/40000 || Lr: 0.015466 || Task Loss: 0.2953 || KD Loss: 0.0000|| Cost Time: 1:30:01 || Estimated Time: 4:30:26
2023-04-14 01:06:54,329 semantic_segmentation INFO: Iters: 10000/40000 || Lr: 0.015461 || Task Loss: 0.3021 || KD Loss: 0.0000|| Cost Time: 1:30:06 || Estimated Time: 4:30:19
2023-04-14 01:06:54,672 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:06:57,584 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.383
2023-04-14 01:06:57,665 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.449
2023-04-14 01:06:57,743 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.458
2023-04-14 01:06:57,817 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.498
2023-04-14 01:06:57,888 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.491
2023-04-14 01:06:57,959 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.493
2023-04-14 01:06:58,031 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.521
2023-04-14 01:06:58,107 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.540
2023-04-14 01:06:58,185 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.548
2023-04-14 01:06:58,262 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.576
2023-04-14 01:06:58,338 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.590
2023-04-14 01:06:58,410 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.604
2023-04-14 01:06:58,484 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.607
2023-04-14 01:06:58,567 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.936, mIoU: 0.588
2023-04-14 01:06:58,639 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.932, mIoU: 0.565
2023-04-14 01:06:58,710 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.929, mIoU: 0.558
2023-04-14 01:06:58,784 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.928, mIoU: 0.551
2023-04-14 01:06:58,862 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.928, mIoU: 0.555
2023-04-14 01:06:58,936 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.559
2023-04-14 01:06:59,010 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.566
2023-04-14 01:06:59,084 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.571
2023-04-14 01:06:59,161 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.924, mIoU: 0.565
2023-04-14 01:06:59,236 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.564
2023-04-14 01:06:59,308 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.923, mIoU: 0.569
2023-04-14 01:06:59,381 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.922, mIoU: 0.583
2023-04-14 01:06:59,452 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.585
2023-04-14 01:06:59,525 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.921, mIoU: 0.580
2023-04-14 01:06:59,601 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.579
2023-04-14 01:06:59,676 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.585
2023-04-14 01:06:59,750 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.574
2023-04-14 01:06:59,823 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.573
2023-04-14 01:06:59,900 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.919, mIoU: 0.573
2023-04-14 01:06:59,976 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.920, mIoU: 0.575
2023-04-14 01:07:00,055 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.575
2023-04-14 01:07:00,128 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.919, mIoU: 0.578
2023-04-14 01:07:00,199 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.919, mIoU: 0.578
2023-04-14 01:07:00,274 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.920, mIoU: 0.576
2023-04-14 01:07:00,347 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.918, mIoU: 0.575
2023-04-14 01:07:00,428 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.917, mIoU: 0.569
2023-04-14 01:07:00,514 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.918, mIoU: 0.571
2023-04-14 01:07:00,590 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.918, mIoU: 0.572
2023-04-14 01:07:00,663 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.919, mIoU: 0.572
2023-04-14 01:07:00,742 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.572
2023-04-14 01:07:00,819 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.573
2023-04-14 01:07:00,894 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.572
2023-04-14 01:07:00,970 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.571
2023-04-14 01:07:01,047 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.571
2023-04-14 01:07:01,124 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.923, mIoU: 0.570
2023-04-14 01:07:01,200 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.573
2023-04-14 01:07:01,274 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.575
2023-04-14 01:07:01,351 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.923, mIoU: 0.576
2023-04-14 01:07:01,422 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.583
2023-04-14 01:07:01,490 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.922, mIoU: 0.582
2023-04-14 01:07:01,564 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.921, mIoU: 0.583
2023-04-14 01:07:01,639 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.581
2023-04-14 01:07:01,717 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.579
2023-04-14 01:07:01,793 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.920, mIoU: 0.580
2023-04-14 01:07:01,869 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.921, mIoU: 0.587
2023-04-14 01:07:01,948 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.590
2023-04-14 01:07:02,027 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.921, mIoU: 0.589
2023-04-14 01:07:02,101 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.920, mIoU: 0.590
2023-04-14 01:07:02,178 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.920, mIoU: 0.592
2023-04-14 01:07:02,250 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.920, mIoU: 0.591
2023-04-14 01:07:02,323 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 01:07:02,398 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 01:07:02,472 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.918, mIoU: 0.598
2023-04-14 01:07:02,546 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.916, mIoU: 0.595
2023-04-14 01:07:02,625 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.916, mIoU: 0.594
2023-04-14 01:07:02,700 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.916, mIoU: 0.593
2023-04-14 01:07:02,775 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.592
2023-04-14 01:07:02,845 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.917, mIoU: 0.592
2023-04-14 01:07:02,920 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.591
2023-04-14 01:07:02,992 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.917, mIoU: 0.589
2023-04-14 01:07:03,064 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.918, mIoU: 0.589
2023-04-14 01:07:03,136 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.591
2023-04-14 01:07:03,209 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.918, mIoU: 0.591
2023-04-14 01:07:03,283 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.918, mIoU: 0.591
2023-04-14 01:07:03,357 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.918, mIoU: 0.591
2023-04-14 01:07:03,431 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.918, mIoU: 0.591
2023-04-14 01:07:03,506 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.918, mIoU: 0.593
2023-04-14 01:07:03,580 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 01:07:03,655 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 01:07:03,726 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.919, mIoU: 0.596
2023-04-14 01:07:03,798 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.594
2023-04-14 01:07:03,867 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.915, mIoU: 0.591
2023-04-14 01:07:03,936 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.915, mIoU: 0.591
2023-04-14 01:07:04,008 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.915, mIoU: 0.591
2023-04-14 01:07:04,085 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.915, mIoU: 0.592
2023-04-14 01:07:04,154 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.916, mIoU: 0.592
2023-04-14 01:07:04,228 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.916, mIoU: 0.591
2023-04-14 01:07:04,309 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.916, mIoU: 0.593
2023-04-14 01:07:04,393 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.619
2023-04-14 01:07:04,470 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-14 01:07:04,546 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.619
2023-04-14 01:07:04,623 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:07:04,695 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:07:04,767 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-14 01:07:04,838 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-14 01:07:04,913 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.918, mIoU: 0.621
2023-04-14 01:07:04,989 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.620
2023-04-14 01:07:05,068 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.916, mIoU: 0.621
2023-04-14 01:07:05,152 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.915, mIoU: 0.618
2023-04-14 01:07:05,226 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.915, mIoU: 0.618
2023-04-14 01:07:05,302 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.915, mIoU: 0.618
2023-04-14 01:07:05,384 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.915, mIoU: 0.618
2023-04-14 01:07:05,456 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:05,531 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-14 01:07:05,604 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.917, mIoU: 0.620
2023-04-14 01:07:05,676 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.917, mIoU: 0.620
2023-04-14 01:07:05,752 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-14 01:07:05,828 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-14 01:07:05,901 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-14 01:07:05,976 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:06,048 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:06,123 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:06,195 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:06,267 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-14 01:07:06,338 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-14 01:07:06,407 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:06,483 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:06,556 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:06,629 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:06,705 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.916, mIoU: 0.618
2023-04-14 01:07:06,783 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.620
2023-04-14 01:07:06,863 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.619
2023-04-14 01:07:06,941 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.916, mIoU: 0.621
2023-04-14 01:07:07,012 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.916, mIoU: 0.622
2023-04-14 01:07:07,086 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.622
2023-04-14 01:07:07,157 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.621
2023-04-14 01:07:07,228 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.916, mIoU: 0.621
2023-04-14 01:07:07,301 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.917, mIoU: 0.621
2023-04-14 01:07:07,377 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.917, mIoU: 0.621
2023-04-14 01:07:07,453 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.917, mIoU: 0.620
2023-04-14 01:07:07,529 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-14 01:07:07,607 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:07:07,683 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:07:07,759 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:07:07,833 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:07:07,906 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:07:07,977 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-14 01:07:08,046 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-14 01:07:08,116 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:07:08,189 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:07:08,264 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:07:08,341 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:07:08,416 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.918, mIoU: 0.621
2023-04-14 01:07:08,493 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.918, mIoU: 0.621
2023-04-14 01:07:08,569 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.918, mIoU: 0.621
2023-04-14 01:07:08,644 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-14 01:07:08,719 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.918, mIoU: 0.620
2023-04-14 01:07:08,796 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.918, mIoU: 0.622
2023-04-14 01:07:08,870 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.918, mIoU: 0.622
2023-04-14 01:07:08,940 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.918, mIoU: 0.622
2023-04-14 01:07:09,016 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.622
2023-04-14 01:07:09,094 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.918, mIoU: 0.622
2023-04-14 01:07:09,170 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.919, mIoU: 0.622
2023-04-14 01:07:09,250 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.919, mIoU: 0.623
2023-04-14 01:07:09,329 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.919, mIoU: 0.622
2023-04-14 01:07:09,402 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.919, mIoU: 0.622
2023-04-14 01:07:09,475 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.919, mIoU: 0.622
2023-04-14 01:07:09,548 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.919, mIoU: 0.621
2023-04-14 01:07:09,616 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:07:09,688 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:07:09,764 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:07:09,839 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-14 01:07:09,919 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-14 01:07:09,996 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-14 01:07:10,073 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-14 01:07:10,153 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-14 01:07:10,230 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-14 01:07:10,304 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-14 01:07:10,378 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-14 01:07:10,453 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-14 01:07:10,524 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-14 01:07:10,601 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-14 01:07:10,674 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-14 01:07:10,747 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-14 01:07:10,821 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-14 01:07:10,894 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-14 01:07:10,968 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-14 01:07:11,041 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-14 01:07:11,111 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.920, mIoU: 0.621
2023-04-14 01:07:11,181 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-14 01:07:11,254 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:07:11,327 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:07:11,398 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:07:11,473 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:07:11,546 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:07:11,628 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:07:11,708 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-14 01:07:11,787 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-14 01:07:11,868 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-14 01:07:11,946 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-14 01:07:12,020 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:07:12,098 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:07:12,176 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:07:12,252 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:07:12,324 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:07:12,396 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:07:12,467 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:07:12,542 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-14 01:07:12,613 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-14 01:07:12,687 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-14 01:07:12,760 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:07:12,831 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:07:12,905 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-14 01:07:12,976 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-14 01:07:13,050 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:07:13,124 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 01:07:13,199 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 01:07:13,278 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 01:07:13,353 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-14 01:07:13,424 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-14 01:07:13,497 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-14 01:07:13,570 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-14 01:07:13,641 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-14 01:07:13,711 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:07:13,779 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:07:13,848 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:07:13,916 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:07:13,983 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-14 01:07:14,051 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:07:14,119 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:07:14,186 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:07:14,254 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:07:14,326 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:07:14,398 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 01:07:14,468 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 01:07:14,537 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 01:07:14,604 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 01:07:14,672 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 01:07:14,739 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 01:07:14,809 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:07:14,877 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:07:14,945 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:15,014 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:07:15,081 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:15,150 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:15,219 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-14 01:07:15,289 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-14 01:07:15,358 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:15,426 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-14 01:07:15,492 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:15,561 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:15,631 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:07:15,699 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:07:15,767 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:15,834 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:15,903 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:15,973 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:07:16,681 semantic_segmentation INFO: Overall validation pixAcc: 93.040, mIoU: 62.214
2023-04-14 01:07:21,629 semantic_segmentation INFO: Iters: 10010/40000 || Lr: 0.015456 || Task Loss: 0.4873 || KD Loss: 0.0000|| Cost Time: 1:30:33 || Estimated Time: 4:31:19
2023-04-14 01:07:26,337 semantic_segmentation INFO: Iters: 10020/40000 || Lr: 0.015452 || Task Loss: 0.2825 || KD Loss: 0.0000|| Cost Time: 1:30:38 || Estimated Time: 4:31:11
2023-04-14 01:07:31,083 semantic_segmentation INFO: Iters: 10030/40000 || Lr: 0.015447 || Task Loss: 0.2628 || KD Loss: 0.0000|| Cost Time: 1:30:43 || Estimated Time: 4:31:04
2023-04-14 01:07:35,847 semantic_segmentation INFO: Iters: 10040/40000 || Lr: 0.015443 || Task Loss: 0.2155 || KD Loss: 0.0000|| Cost Time: 1:30:48 || Estimated Time: 4:30:56
2023-04-14 01:07:40,578 semantic_segmentation INFO: Iters: 10050/40000 || Lr: 0.015438 || Task Loss: 0.2761 || KD Loss: 0.0000|| Cost Time: 1:30:52 || Estimated Time: 4:30:49
2023-04-14 01:07:45,363 semantic_segmentation INFO: Iters: 10060/40000 || Lr: 0.015433 || Task Loss: 0.3166 || KD Loss: 0.0000|| Cost Time: 1:30:57 || Estimated Time: 4:30:41
2023-04-14 01:07:50,160 semantic_segmentation INFO: Iters: 10070/40000 || Lr: 0.015429 || Task Loss: 0.3544 || KD Loss: 0.0000|| Cost Time: 1:31:02 || Estimated Time: 4:30:34
2023-04-14 01:07:54,893 semantic_segmentation INFO: Iters: 10080/40000 || Lr: 0.015424 || Task Loss: 0.2900 || KD Loss: 0.0000|| Cost Time: 1:31:07 || Estimated Time: 4:30:27
2023-04-14 01:07:59,626 semantic_segmentation INFO: Iters: 10090/40000 || Lr: 0.015420 || Task Loss: 0.4912 || KD Loss: 0.0000|| Cost Time: 1:31:11 || Estimated Time: 4:30:19
2023-04-14 01:08:04,397 semantic_segmentation INFO: Iters: 10100/40000 || Lr: 0.015415 || Task Loss: 0.3907 || KD Loss: 0.0000|| Cost Time: 1:31:16 || Estimated Time: 4:30:12
2023-04-14 01:08:09,133 semantic_segmentation INFO: Iters: 10110/40000 || Lr: 0.015410 || Task Loss: 0.5479 || KD Loss: 0.0000|| Cost Time: 1:31:21 || Estimated Time: 4:30:04
2023-04-14 01:08:13,952 semantic_segmentation INFO: Iters: 10120/40000 || Lr: 0.015406 || Task Loss: 0.3335 || KD Loss: 0.0000|| Cost Time: 1:31:26 || Estimated Time: 4:29:57
2023-04-14 01:08:18,712 semantic_segmentation INFO: Iters: 10130/40000 || Lr: 0.015401 || Task Loss: 0.4557 || KD Loss: 0.0000|| Cost Time: 1:31:30 || Estimated Time: 4:29:50
2023-04-14 01:08:23,451 semantic_segmentation INFO: Iters: 10140/40000 || Lr: 0.015397 || Task Loss: 0.3089 || KD Loss: 0.0000|| Cost Time: 1:31:35 || Estimated Time: 4:29:42
2023-04-14 01:08:28,197 semantic_segmentation INFO: Iters: 10150/40000 || Lr: 0.015392 || Task Loss: 0.3075 || KD Loss: 0.0000|| Cost Time: 1:31:40 || Estimated Time: 4:29:35
2023-04-14 01:08:32,969 semantic_segmentation INFO: Iters: 10160/40000 || Lr: 0.015387 || Task Loss: 0.3187 || KD Loss: 0.0000|| Cost Time: 1:31:45 || Estimated Time: 4:29:28
2023-04-14 01:08:37,746 semantic_segmentation INFO: Iters: 10170/40000 || Lr: 0.015383 || Task Loss: 0.2221 || KD Loss: 0.0000|| Cost Time: 1:31:50 || Estimated Time: 4:29:20
2023-04-14 01:08:42,584 semantic_segmentation INFO: Iters: 10180/40000 || Lr: 0.015378 || Task Loss: 0.3524 || KD Loss: 0.0000|| Cost Time: 1:31:54 || Estimated Time: 4:29:13
2023-04-14 01:08:47,365 semantic_segmentation INFO: Iters: 10190/40000 || Lr: 0.015373 || Task Loss: 0.2376 || KD Loss: 0.0000|| Cost Time: 1:31:59 || Estimated Time: 4:29:06
2023-04-14 01:08:52,105 semantic_segmentation INFO: Iters: 10200/40000 || Lr: 0.015369 || Task Loss: 0.4493 || KD Loss: 0.0000|| Cost Time: 1:32:04 || Estimated Time: 4:28:59
2023-04-14 01:08:56,853 semantic_segmentation INFO: Iters: 10210/40000 || Lr: 0.015364 || Task Loss: 0.3731 || KD Loss: 0.0000|| Cost Time: 1:32:09 || Estimated Time: 4:28:51
2023-04-14 01:09:01,603 semantic_segmentation INFO: Iters: 10220/40000 || Lr: 0.015360 || Task Loss: 0.3502 || KD Loss: 0.0000|| Cost Time: 1:32:13 || Estimated Time: 4:28:44
2023-04-14 01:09:06,395 semantic_segmentation INFO: Iters: 10230/40000 || Lr: 0.015355 || Task Loss: 0.4488 || KD Loss: 0.0000|| Cost Time: 1:32:18 || Estimated Time: 4:28:37
2023-04-14 01:09:11,106 semantic_segmentation INFO: Iters: 10240/40000 || Lr: 0.015350 || Task Loss: 0.3523 || KD Loss: 0.0000|| Cost Time: 1:32:23 || Estimated Time: 4:28:29
2023-04-14 01:09:15,869 semantic_segmentation INFO: Iters: 10250/40000 || Lr: 0.015346 || Task Loss: 0.2925 || KD Loss: 0.0000|| Cost Time: 1:32:28 || Estimated Time: 4:28:22
2023-04-14 01:09:20,667 semantic_segmentation INFO: Iters: 10260/40000 || Lr: 0.015341 || Task Loss: 0.4143 || KD Loss: 0.0000|| Cost Time: 1:32:32 || Estimated Time: 4:28:15
2023-04-14 01:09:25,395 semantic_segmentation INFO: Iters: 10270/40000 || Lr: 0.015337 || Task Loss: 0.3578 || KD Loss: 0.0000|| Cost Time: 1:32:37 || Estimated Time: 4:28:07
2023-04-14 01:09:30,146 semantic_segmentation INFO: Iters: 10280/40000 || Lr: 0.015332 || Task Loss: 0.3257 || KD Loss: 0.0000|| Cost Time: 1:32:42 || Estimated Time: 4:28:00
2023-04-14 01:09:34,896 semantic_segmentation INFO: Iters: 10290/40000 || Lr: 0.015327 || Task Loss: 0.4081 || KD Loss: 0.0000|| Cost Time: 1:32:47 || Estimated Time: 4:27:53
2023-04-14 01:09:39,703 semantic_segmentation INFO: Iters: 10300/40000 || Lr: 0.015323 || Task Loss: 0.3726 || KD Loss: 0.0000|| Cost Time: 1:32:51 || Estimated Time: 4:27:45
2023-04-14 01:09:44,471 semantic_segmentation INFO: Iters: 10310/40000 || Lr: 0.015318 || Task Loss: 0.2560 || KD Loss: 0.0000|| Cost Time: 1:32:56 || Estimated Time: 4:27:38
2023-04-14 01:09:49,189 semantic_segmentation INFO: Iters: 10320/40000 || Lr: 0.015314 || Task Loss: 0.2415 || KD Loss: 0.0000|| Cost Time: 1:33:01 || Estimated Time: 4:27:31
2023-04-14 01:09:54,009 semantic_segmentation INFO: Iters: 10330/40000 || Lr: 0.015309 || Task Loss: 0.1919 || KD Loss: 0.0000|| Cost Time: 1:33:06 || Estimated Time: 4:27:24
2023-04-14 01:09:58,772 semantic_segmentation INFO: Iters: 10340/40000 || Lr: 0.015304 || Task Loss: 0.2969 || KD Loss: 0.0000|| Cost Time: 1:33:11 || Estimated Time: 4:27:16
2023-04-14 01:10:03,543 semantic_segmentation INFO: Iters: 10350/40000 || Lr: 0.015300 || Task Loss: 0.1932 || KD Loss: 0.0000|| Cost Time: 1:33:15 || Estimated Time: 4:27:09
2023-04-14 01:10:08,311 semantic_segmentation INFO: Iters: 10360/40000 || Lr: 0.015295 || Task Loss: 0.3876 || KD Loss: 0.0000|| Cost Time: 1:33:20 || Estimated Time: 4:27:02
2023-04-14 01:10:13,093 semantic_segmentation INFO: Iters: 10370/40000 || Lr: 0.015290 || Task Loss: 0.3774 || KD Loss: 0.0000|| Cost Time: 1:33:25 || Estimated Time: 4:26:55
2023-04-14 01:10:17,858 semantic_segmentation INFO: Iters: 10380/40000 || Lr: 0.015286 || Task Loss: 0.3332 || KD Loss: 0.0000|| Cost Time: 1:33:30 || Estimated Time: 4:26:48
2023-04-14 01:10:22,569 semantic_segmentation INFO: Iters: 10390/40000 || Lr: 0.015281 || Task Loss: 0.4073 || KD Loss: 0.0000|| Cost Time: 1:33:34 || Estimated Time: 4:26:40
2023-04-14 01:10:27,370 semantic_segmentation INFO: Iters: 10400/40000 || Lr: 0.015277 || Task Loss: 0.2850 || KD Loss: 0.0000|| Cost Time: 1:33:39 || Estimated Time: 4:26:33
2023-04-14 01:10:27,796 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:10:29,960 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.943, mIoU: 0.357
2023-04-14 01:10:30,720 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.442
2023-04-14 01:10:30,821 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.465
2023-04-14 01:10:30,915 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.489
2023-04-14 01:10:30,998 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.481
2023-04-14 01:10:31,087 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.481
2023-04-14 01:10:31,163 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.476
2023-04-14 01:10:31,237 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.493
2023-04-14 01:10:31,310 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.493
2023-04-14 01:10:31,384 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.519
2023-04-14 01:10:31,456 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.518
2023-04-14 01:10:31,526 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.546
2023-04-14 01:10:31,598 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.562
2023-04-14 01:10:31,667 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.546
2023-04-14 01:10:31,737 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.938, mIoU: 0.544
2023-04-14 01:10:31,806 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.540
2023-04-14 01:10:31,880 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.936, mIoU: 0.542
2023-04-14 01:10:31,950 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.542
2023-04-14 01:10:32,021 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.551
2023-04-14 01:10:32,095 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.558
2023-04-14 01:10:32,176 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.562
2023-04-14 01:10:32,256 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.572
2023-04-14 01:10:32,334 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.572
2023-04-14 01:10:32,413 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.580
2023-04-14 01:10:32,494 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.596
2023-04-14 01:10:32,570 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.598
2023-04-14 01:10:32,644 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.595
2023-04-14 01:10:32,720 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.592
2023-04-14 01:10:32,795 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.595
2023-04-14 01:10:32,874 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.583
2023-04-14 01:10:32,948 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.583
2023-04-14 01:10:33,022 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.582
2023-04-14 01:10:33,097 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.585
2023-04-14 01:10:33,168 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.586
2023-04-14 01:10:33,241 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.587
2023-04-14 01:10:33,315 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.587
2023-04-14 01:10:33,386 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.585
2023-04-14 01:10:33,462 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.584
2023-04-14 01:10:33,536 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.585
2023-04-14 01:10:33,613 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.586
2023-04-14 01:10:33,692 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.588
2023-04-14 01:10:33,771 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.587
2023-04-14 01:10:33,848 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.588
2023-04-14 01:10:33,922 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.589
2023-04-14 01:10:33,994 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.587
2023-04-14 01:10:34,067 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.586
2023-04-14 01:10:34,142 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.587
2023-04-14 01:10:34,215 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.586
2023-04-14 01:10:34,286 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.592
2023-04-14 01:10:34,360 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.595
2023-04-14 01:10:34,440 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.595
2023-04-14 01:10:34,520 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.602
2023-04-14 01:10:34,594 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.603
2023-04-14 01:10:34,668 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.605
2023-04-14 01:10:34,744 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.603
2023-04-14 01:10:34,820 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.602
2023-04-14 01:10:34,896 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.603
2023-04-14 01:10:34,970 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.933, mIoU: 0.609
2023-04-14 01:10:35,051 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.613
2023-04-14 01:10:35,126 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.612
2023-04-14 01:10:35,204 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.614
2023-04-14 01:10:35,282 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.615
2023-04-14 01:10:35,358 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.614
2023-04-14 01:10:35,430 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.614
2023-04-14 01:10:35,503 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.616
2023-04-14 01:10:35,576 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.616
2023-04-14 01:10:35,654 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-14 01:10:35,734 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-14 01:10:35,809 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 01:10:35,885 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 01:10:35,958 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.613
2023-04-14 01:10:36,034 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.613
2023-04-14 01:10:36,109 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.930, mIoU: 0.612
2023-04-14 01:10:36,182 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.930, mIoU: 0.612
2023-04-14 01:10:36,250 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:10:36,325 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.613
2023-04-14 01:10:36,403 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:10:36,482 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:10:36,561 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:10:36,639 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.613
2023-04-14 01:10:36,717 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.615
2023-04-14 01:10:36,795 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.616
2023-04-14 01:10:36,870 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.615
2023-04-14 01:10:36,940 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-14 01:10:37,009 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.610
2023-04-14 01:10:37,086 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.610
2023-04-14 01:10:37,161 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-14 01:10:37,238 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-14 01:10:37,317 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-14 01:10:37,390 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.609
2023-04-14 01:10:37,465 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.610
2023-04-14 01:10:37,536 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:10:37,610 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-14 01:10:37,684 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:10:37,753 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:10:37,824 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:10:37,899 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:10:37,970 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-14 01:10:38,045 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 01:10:38,124 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 01:10:38,199 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:10:38,276 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 01:10:38,352 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-14 01:10:38,430 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-14 01:10:38,509 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-14 01:10:38,581 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:10:38,655 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:10:38,731 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 01:10:38,806 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:10:38,883 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:10:38,959 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:10:39,036 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:10:39,107 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:10:39,179 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:10:39,251 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:10:39,324 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:10:39,395 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-14 01:10:39,468 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 01:10:39,544 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 01:10:39,619 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-14 01:10:39,696 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:10:39,770 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:10:39,844 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:10:39,922 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-14 01:10:39,996 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-14 01:10:40,072 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-14 01:10:40,145 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-14 01:10:40,219 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-14 01:10:40,298 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-14 01:10:40,379 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-14 01:10:40,457 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-14 01:10:40,532 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-14 01:10:40,605 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:40,678 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:40,750 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:40,821 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:40,894 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-14 01:10:40,963 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 01:10:41,033 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 01:10:41,105 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:41,176 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:41,246 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:41,323 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.928, mIoU: 0.624
2023-04-14 01:10:41,401 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.928, mIoU: 0.624
2023-04-14 01:10:41,477 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 01:10:41,554 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-14 01:10:41,629 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-14 01:10:41,710 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:41,792 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:41,866 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:41,938 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-14 01:10:42,014 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 01:10:42,091 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:42,165 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:10:42,239 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-14 01:10:42,312 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 01:10:42,384 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 01:10:42,455 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 01:10:42,525 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 01:10:42,598 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 01:10:42,669 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 01:10:42,738 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-14 01:10:42,809 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 01:10:42,880 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 01:10:42,952 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 01:10:43,031 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 01:10:43,109 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 01:10:43,189 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 01:10:43,265 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:43,338 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:43,413 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-14 01:10:43,486 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-14 01:10:43,559 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:43,629 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:43,699 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:43,770 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:43,852 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:43,937 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:44,016 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:44,089 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:44,165 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 01:10:44,240 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 01:10:44,311 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-14 01:10:44,382 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-14 01:10:44,456 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-14 01:10:44,527 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-14 01:10:44,600 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 01:10:44,679 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-14 01:10:44,757 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-14 01:10:44,832 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-14 01:10:44,906 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.932, mIoU: 0.626
2023-04-14 01:10:44,980 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.932, mIoU: 0.626
2023-04-14 01:10:45,054 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-14 01:10:45,126 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.931, mIoU: 0.629
2023-04-14 01:10:45,199 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.931, mIoU: 0.629
2023-04-14 01:10:45,269 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-14 01:10:45,339 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-14 01:10:45,415 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-14 01:10:45,491 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-14 01:10:45,567 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-14 01:10:45,646 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-14 01:10:45,722 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-14 01:10:45,798 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-14 01:10:45,872 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-14 01:10:45,945 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-14 01:10:46,019 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-14 01:10:46,088 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-14 01:10:46,158 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.932, mIoU: 0.630
2023-04-14 01:10:46,233 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.933, mIoU: 0.630
2023-04-14 01:10:46,310 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.933, mIoU: 0.630
2023-04-14 01:10:46,390 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.933, mIoU: 0.630
2023-04-14 01:10:46,466 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.933, mIoU: 0.630
2023-04-14 01:10:46,540 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.933, mIoU: 0.630
2023-04-14 01:10:46,620 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-14 01:10:46,696 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-14 01:10:46,773 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-14 01:10:46,847 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-14 01:10:46,921 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-14 01:10:46,996 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.934, mIoU: 0.631
2023-04-14 01:10:47,068 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.934, mIoU: 0.631
2023-04-14 01:10:47,140 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.933, mIoU: 0.632
2023-04-14 01:10:47,210 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.933, mIoU: 0.633
2023-04-14 01:10:47,281 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.934, mIoU: 0.633
2023-04-14 01:10:47,349 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.934, mIoU: 0.633
2023-04-14 01:10:47,417 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.934, mIoU: 0.633
2023-04-14 01:10:47,487 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.934, mIoU: 0.633
2023-04-14 01:10:47,556 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.934, mIoU: 0.633
2023-04-14 01:10:47,626 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.934, mIoU: 0.633
2023-04-14 01:10:47,694 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.933, mIoU: 0.628
2023-04-14 01:10:47,761 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-14 01:10:47,827 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-14 01:10:47,892 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-14 01:10:47,958 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:48,026 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:48,091 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:48,156 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-14 01:10:48,221 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:48,289 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:48,361 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.933, mIoU: 0.625
2023-04-14 01:10:48,434 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.933, mIoU: 0.625
2023-04-14 01:10:48,505 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.933, mIoU: 0.625
2023-04-14 01:10:48,575 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.933, mIoU: 0.625
2023-04-14 01:10:48,643 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:48,712 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.933, mIoU: 0.625
2023-04-14 01:10:48,781 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:48,848 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-14 01:10:48,914 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:48,978 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:49,045 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:49,114 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 01:10:49,708 semantic_segmentation INFO: Overall validation pixAcc: 93.925, mIoU: 63.500
2023-04-14 01:10:54,649 semantic_segmentation INFO: Iters: 10410/40000 || Lr: 0.015272 || Task Loss: 0.3813 || KD Loss: 0.0000|| Cost Time: 1:34:06 || Estimated Time: 4:27:30
2023-04-14 01:10:59,369 semantic_segmentation INFO: Iters: 10420/40000 || Lr: 0.015267 || Task Loss: 0.2220 || KD Loss: 0.0000|| Cost Time: 1:34:11 || Estimated Time: 4:27:22
2023-04-14 01:11:04,088 semantic_segmentation INFO: Iters: 10430/40000 || Lr: 0.015263 || Task Loss: 0.2247 || KD Loss: 0.0000|| Cost Time: 1:34:16 || Estimated Time: 4:27:15
2023-04-14 01:11:08,826 semantic_segmentation INFO: Iters: 10440/40000 || Lr: 0.015258 || Task Loss: 0.3270 || KD Loss: 0.0000|| Cost Time: 1:34:21 || Estimated Time: 4:27:08
2023-04-14 01:11:13,561 semantic_segmentation INFO: Iters: 10450/40000 || Lr: 0.015254 || Task Loss: 0.2515 || KD Loss: 0.0000|| Cost Time: 1:34:25 || Estimated Time: 4:27:00
2023-04-14 01:11:18,384 semantic_segmentation INFO: Iters: 10460/40000 || Lr: 0.015249 || Task Loss: 0.3037 || KD Loss: 0.0000|| Cost Time: 1:34:30 || Estimated Time: 4:26:53
2023-04-14 01:11:23,145 semantic_segmentation INFO: Iters: 10470/40000 || Lr: 0.015244 || Task Loss: 0.3023 || KD Loss: 0.0000|| Cost Time: 1:34:35 || Estimated Time: 4:26:46
2023-04-14 01:11:27,912 semantic_segmentation INFO: Iters: 10480/40000 || Lr: 0.015240 || Task Loss: 0.2857 || KD Loss: 0.0000|| Cost Time: 1:34:40 || Estimated Time: 4:26:39
2023-04-14 01:11:32,656 semantic_segmentation INFO: Iters: 10490/40000 || Lr: 0.015235 || Task Loss: 0.2335 || KD Loss: 0.0000|| Cost Time: 1:34:44 || Estimated Time: 4:26:31
2023-04-14 01:11:37,401 semantic_segmentation INFO: Iters: 10500/40000 || Lr: 0.015230 || Task Loss: 0.2796 || KD Loss: 0.0000|| Cost Time: 1:34:49 || Estimated Time: 4:26:24
2023-04-14 01:11:42,141 semantic_segmentation INFO: Iters: 10510/40000 || Lr: 0.015226 || Task Loss: 0.2601 || KD Loss: 0.0000|| Cost Time: 1:34:54 || Estimated Time: 4:26:17
2023-04-14 01:11:46,883 semantic_segmentation INFO: Iters: 10520/40000 || Lr: 0.015221 || Task Loss: 0.2504 || KD Loss: 0.0000|| Cost Time: 1:34:59 || Estimated Time: 4:26:09
2023-04-14 01:11:51,595 semantic_segmentation INFO: Iters: 10530/40000 || Lr: 0.015217 || Task Loss: 0.2743 || KD Loss: 0.0000|| Cost Time: 1:35:03 || Estimated Time: 4:26:02
2023-04-14 01:11:56,375 semantic_segmentation INFO: Iters: 10540/40000 || Lr: 0.015212 || Task Loss: 0.3100 || KD Loss: 0.0000|| Cost Time: 1:35:08 || Estimated Time: 4:25:55
2023-04-14 01:12:01,179 semantic_segmentation INFO: Iters: 10550/40000 || Lr: 0.015207 || Task Loss: 0.3275 || KD Loss: 0.0000|| Cost Time: 1:35:13 || Estimated Time: 4:25:48
2023-04-14 01:12:05,957 semantic_segmentation INFO: Iters: 10560/40000 || Lr: 0.015203 || Task Loss: 0.4155 || KD Loss: 0.0000|| Cost Time: 1:35:18 || Estimated Time: 4:25:40
2023-04-14 01:12:10,713 semantic_segmentation INFO: Iters: 10570/40000 || Lr: 0.015198 || Task Loss: 0.2426 || KD Loss: 0.0000|| Cost Time: 1:35:22 || Estimated Time: 4:25:33
2023-04-14 01:12:15,469 semantic_segmentation INFO: Iters: 10580/40000 || Lr: 0.015194 || Task Loss: 0.3074 || KD Loss: 0.0000|| Cost Time: 1:35:27 || Estimated Time: 4:25:26
2023-04-14 01:12:20,205 semantic_segmentation INFO: Iters: 10590/40000 || Lr: 0.015189 || Task Loss: 0.3144 || KD Loss: 0.0000|| Cost Time: 1:35:32 || Estimated Time: 4:25:19
2023-04-14 01:12:25,031 semantic_segmentation INFO: Iters: 10600/40000 || Lr: 0.015184 || Task Loss: 0.3206 || KD Loss: 0.0000|| Cost Time: 1:35:37 || Estimated Time: 4:25:12
2023-04-14 01:12:29,840 semantic_segmentation INFO: Iters: 10610/40000 || Lr: 0.015180 || Task Loss: 0.3346 || KD Loss: 0.0000|| Cost Time: 1:35:42 || Estimated Time: 4:25:05
2023-04-14 01:12:34,601 semantic_segmentation INFO: Iters: 10620/40000 || Lr: 0.015175 || Task Loss: 0.6805 || KD Loss: 0.0000|| Cost Time: 1:35:46 || Estimated Time: 4:24:57
2023-04-14 01:12:39,318 semantic_segmentation INFO: Iters: 10630/40000 || Lr: 0.015170 || Task Loss: 0.3403 || KD Loss: 0.0000|| Cost Time: 1:35:51 || Estimated Time: 4:24:50
2023-04-14 01:12:44,099 semantic_segmentation INFO: Iters: 10640/40000 || Lr: 0.015166 || Task Loss: 0.3938 || KD Loss: 0.0000|| Cost Time: 1:35:56 || Estimated Time: 4:24:43
2023-04-14 01:12:48,856 semantic_segmentation INFO: Iters: 10650/40000 || Lr: 0.015161 || Task Loss: 0.3257 || KD Loss: 0.0000|| Cost Time: 1:36:01 || Estimated Time: 4:24:36
2023-04-14 01:12:53,667 semantic_segmentation INFO: Iters: 10660/40000 || Lr: 0.015157 || Task Loss: 0.3147 || KD Loss: 0.0000|| Cost Time: 1:36:05 || Estimated Time: 4:24:29
2023-04-14 01:12:58,477 semantic_segmentation INFO: Iters: 10670/40000 || Lr: 0.015152 || Task Loss: 0.3982 || KD Loss: 0.0000|| Cost Time: 1:36:10 || Estimated Time: 4:24:22
2023-04-14 01:13:03,230 semantic_segmentation INFO: Iters: 10680/40000 || Lr: 0.015147 || Task Loss: 0.3371 || KD Loss: 0.0000|| Cost Time: 1:36:15 || Estimated Time: 4:24:14
2023-04-14 01:13:07,994 semantic_segmentation INFO: Iters: 10690/40000 || Lr: 0.015143 || Task Loss: 0.3634 || KD Loss: 0.0000|| Cost Time: 1:36:20 || Estimated Time: 4:24:07
2023-04-14 01:13:12,774 semantic_segmentation INFO: Iters: 10700/40000 || Lr: 0.015138 || Task Loss: 0.5127 || KD Loss: 0.0000|| Cost Time: 1:36:25 || Estimated Time: 4:24:00
2023-04-14 01:13:17,521 semantic_segmentation INFO: Iters: 10710/40000 || Lr: 0.015133 || Task Loss: 0.3094 || KD Loss: 0.0000|| Cost Time: 1:36:29 || Estimated Time: 4:23:53
2023-04-14 01:13:22,249 semantic_segmentation INFO: Iters: 10720/40000 || Lr: 0.015129 || Task Loss: 0.4255 || KD Loss: 0.0000|| Cost Time: 1:36:34 || Estimated Time: 4:23:46
2023-04-14 01:13:27,042 semantic_segmentation INFO: Iters: 10730/40000 || Lr: 0.015124 || Task Loss: 0.2565 || KD Loss: 0.0000|| Cost Time: 1:36:39 || Estimated Time: 4:23:38
2023-04-14 01:13:31,814 semantic_segmentation INFO: Iters: 10740/40000 || Lr: 0.015120 || Task Loss: 0.2397 || KD Loss: 0.0000|| Cost Time: 1:36:44 || Estimated Time: 4:23:31
2023-04-14 01:13:36,614 semantic_segmentation INFO: Iters: 10750/40000 || Lr: 0.015115 || Task Loss: 0.3248 || KD Loss: 0.0000|| Cost Time: 1:36:48 || Estimated Time: 4:23:24
2023-04-14 01:13:41,371 semantic_segmentation INFO: Iters: 10760/40000 || Lr: 0.015110 || Task Loss: 0.2545 || KD Loss: 0.0000|| Cost Time: 1:36:53 || Estimated Time: 4:23:17
2023-04-14 01:13:46,161 semantic_segmentation INFO: Iters: 10770/40000 || Lr: 0.015106 || Task Loss: 0.5521 || KD Loss: 0.0000|| Cost Time: 1:36:58 || Estimated Time: 4:23:10
2023-04-14 01:13:50,933 semantic_segmentation INFO: Iters: 10780/40000 || Lr: 0.015101 || Task Loss: 0.4844 || KD Loss: 0.0000|| Cost Time: 1:37:03 || Estimated Time: 4:23:03
2023-04-14 01:13:55,720 semantic_segmentation INFO: Iters: 10790/40000 || Lr: 0.015097 || Task Loss: 0.3928 || KD Loss: 0.0000|| Cost Time: 1:37:07 || Estimated Time: 4:22:56
2023-04-14 01:14:00,495 semantic_segmentation INFO: Iters: 10800/40000 || Lr: 0.015092 || Task Loss: 0.2186 || KD Loss: 0.0000|| Cost Time: 1:37:12 || Estimated Time: 4:22:49
2023-04-14 01:14:00,797 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:14:03,225 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.900, mIoU: 0.336
2023-04-14 01:14:03,621 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.935, mIoU: 0.426
2023-04-14 01:14:03,748 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.941, mIoU: 0.445
2023-04-14 01:14:03,972 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.943, mIoU: 0.477
2023-04-14 01:14:04,068 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.473
2023-04-14 01:14:04,150 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.942, mIoU: 0.476
2023-04-14 01:14:04,237 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.942, mIoU: 0.479
2023-04-14 01:14:04,306 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.943, mIoU: 0.497
2023-04-14 01:14:04,379 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.507
2023-04-14 01:14:04,450 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.940, mIoU: 0.527
2023-04-14 01:14:04,520 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.533
2023-04-14 01:14:04,587 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.935, mIoU: 0.566
2023-04-14 01:14:04,659 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.936, mIoU: 0.581
2023-04-14 01:14:04,736 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.932, mIoU: 0.565
2023-04-14 01:14:04,807 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.925, mIoU: 0.558
2023-04-14 01:14:04,883 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.556
2023-04-14 01:14:04,957 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.557
2023-04-14 01:14:05,035 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.555
2023-04-14 01:14:05,108 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.923, mIoU: 0.562
2023-04-14 01:14:05,182 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.923, mIoU: 0.569
2023-04-14 01:14:05,256 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.571
2023-04-14 01:14:05,333 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.920, mIoU: 0.560
2023-04-14 01:14:05,406 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.560
2023-04-14 01:14:05,480 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.921, mIoU: 0.570
2023-04-14 01:14:05,552 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.920, mIoU: 0.585
2023-04-14 01:14:05,626 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.921, mIoU: 0.589
2023-04-14 01:14:05,699 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.920, mIoU: 0.585
2023-04-14 01:14:05,775 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.583
2023-04-14 01:14:05,851 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.588
2023-04-14 01:14:05,926 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.605
2023-04-14 01:14:06,002 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.605
2023-04-14 01:14:06,078 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:14:06,160 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.921, mIoU: 0.605
2023-04-14 01:14:06,236 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.921, mIoU: 0.607
2023-04-14 01:14:06,308 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.921, mIoU: 0.609
2023-04-14 01:14:06,379 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.607
2023-04-14 01:14:06,450 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.604
2023-04-14 01:14:06,523 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.919, mIoU: 0.602
2023-04-14 01:14:06,597 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.602
2023-04-14 01:14:06,675 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:14:06,752 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:14:06,830 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 01:14:06,909 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 01:14:06,985 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 01:14:07,058 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 01:14:07,133 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.923, mIoU: 0.603
2023-04-14 01:14:07,206 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.924, mIoU: 0.603
2023-04-14 01:14:07,279 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.924, mIoU: 0.601
2023-04-14 01:14:07,353 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-14 01:14:07,430 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:14:07,506 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:14:07,580 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.924, mIoU: 0.610
2023-04-14 01:14:07,652 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.610
2023-04-14 01:14:07,727 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.921, mIoU: 0.607
2023-04-14 01:14:07,797 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.607
2023-04-14 01:14:07,871 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.605
2023-04-14 01:14:07,946 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.920, mIoU: 0.605
2023-04-14 01:14:08,014 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-14 01:14:08,084 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-14 01:14:08,158 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.920, mIoU: 0.615
2023-04-14 01:14:08,229 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 01:14:08,304 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-14 01:14:08,386 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:14:08,462 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-14 01:14:08,539 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 01:14:08,613 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:08,687 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 01:14:08,760 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 01:14:08,835 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.920, mIoU: 0.625
2023-04-14 01:14:08,907 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.920, mIoU: 0.625
2023-04-14 01:14:08,980 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-14 01:14:09,064 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.921, mIoU: 0.622
2023-04-14 01:14:09,139 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 01:14:09,216 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 01:14:09,289 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:14:09,363 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 01:14:09,433 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-14 01:14:09,502 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-14 01:14:09,576 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-14 01:14:09,645 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-14 01:14:09,718 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:14:09,785 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-14 01:14:09,859 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-14 01:14:09,932 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-14 01:14:10,010 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.617
2023-04-14 01:14:10,088 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:14:10,173 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-14 01:14:10,247 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.617
2023-04-14 01:14:10,323 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-14 01:14:10,398 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.615
2023-04-14 01:14:10,473 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.615
2023-04-14 01:14:10,543 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.634
2023-04-14 01:14:10,613 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.634
2023-04-14 01:14:10,690 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.634
2023-04-14 01:14:10,768 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-14 01:14:10,839 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.922, mIoU: 0.635
2023-04-14 01:14:10,913 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.634
2023-04-14 01:14:10,990 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.922, mIoU: 0.634
2023-04-14 01:14:11,067 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-14 01:14:11,141 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.921, mIoU: 0.636
2023-04-14 01:14:11,212 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.920, mIoU: 0.636
2023-04-14 01:14:11,285 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.919, mIoU: 0.634
2023-04-14 01:14:11,356 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.919, mIoU: 0.634
2023-04-14 01:14:11,428 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.920, mIoU: 0.634
2023-04-14 01:14:11,496 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.920, mIoU: 0.634
2023-04-14 01:14:11,568 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.920, mIoU: 0.634
2023-04-14 01:14:11,648 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.634
2023-04-14 01:14:11,728 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-14 01:14:11,810 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.921, mIoU: 0.635
2023-04-14 01:14:11,886 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.920, mIoU: 0.633
2023-04-14 01:14:11,964 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.920, mIoU: 0.634
2023-04-14 01:14:12,038 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.920, mIoU: 0.633
2023-04-14 01:14:12,109 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.920, mIoU: 0.633
2023-04-14 01:14:12,177 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.920, mIoU: 0.632
2023-04-14 01:14:12,249 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.920, mIoU: 0.632
2023-04-14 01:14:12,317 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.920, mIoU: 0.632
2023-04-14 01:14:12,390 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.633
2023-04-14 01:14:12,469 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.920, mIoU: 0.633
2023-04-14 01:14:12,553 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.919, mIoU: 0.633
2023-04-14 01:14:12,632 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.920, mIoU: 0.633
2023-04-14 01:14:12,708 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.920, mIoU: 0.632
2023-04-14 01:14:12,782 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.632
2023-04-14 01:14:12,860 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.920, mIoU: 0.632
2023-04-14 01:14:12,932 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.920, mIoU: 0.635
2023-04-14 01:14:13,003 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.634
2023-04-14 01:14:13,074 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.632
2023-04-14 01:14:13,149 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.631
2023-04-14 01:14:13,223 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.919, mIoU: 0.631
2023-04-14 01:14:13,300 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.918, mIoU: 0.631
2023-04-14 01:14:13,376 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.919, mIoU: 0.631
2023-04-14 01:14:13,453 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.631
2023-04-14 01:14:13,531 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.631
2023-04-14 01:14:13,604 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.631
2023-04-14 01:14:13,677 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.920, mIoU: 0.630
2023-04-14 01:14:13,748 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-14 01:14:13,816 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-14 01:14:13,890 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.629
2023-04-14 01:14:13,967 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-14 01:14:14,035 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.919, mIoU: 0.627
2023-04-14 01:14:14,111 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.919, mIoU: 0.629
2023-04-14 01:14:14,188 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.919, mIoU: 0.629
2023-04-14 01:14:14,273 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-14 01:14:14,354 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.628
2023-04-14 01:14:14,428 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.920, mIoU: 0.628
2023-04-14 01:14:14,501 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.919, mIoU: 0.628
2023-04-14 01:14:14,574 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-14 01:14:14,647 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-14 01:14:14,723 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-14 01:14:14,799 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-14 01:14:14,872 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.920, mIoU: 0.629
2023-04-14 01:14:14,946 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.920, mIoU: 0.630
2023-04-14 01:14:15,021 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.920, mIoU: 0.630
2023-04-14 01:14:15,093 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.920, mIoU: 0.631
2023-04-14 01:14:15,169 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.920, mIoU: 0.631
2023-04-14 01:14:15,240 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.631
2023-04-14 01:14:15,312 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.921, mIoU: 0.631
2023-04-14 01:14:15,386 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.921, mIoU: 0.631
2023-04-14 01:14:15,457 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.921, mIoU: 0.631
2023-04-14 01:14:15,532 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.921, mIoU: 0.631
2023-04-14 01:14:15,604 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.630
2023-04-14 01:14:15,674 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.630
2023-04-14 01:14:15,747 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 01:14:15,826 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 01:14:15,905 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 01:14:15,982 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 01:14:16,054 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 01:14:16,128 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:16,202 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:16,275 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 01:14:16,354 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 01:14:16,434 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 01:14:16,506 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 01:14:16,582 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 01:14:16,659 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-14 01:14:16,738 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:16,811 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:16,887 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:16,960 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:17,037 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:17,114 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:17,193 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:17,266 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:14:17,343 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-14 01:14:17,417 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 01:14:17,495 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-14 01:14:17,569 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 01:14:17,645 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 01:14:17,716 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 01:14:17,795 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 01:14:17,871 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-14 01:14:17,952 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-14 01:14:18,026 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-14 01:14:18,103 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 01:14:18,178 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 01:14:18,249 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 01:14:18,319 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-14 01:14:18,393 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.922, mIoU: 0.625
2023-04-14 01:14:18,469 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:18,543 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:18,617 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:18,697 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:18,779 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:18,857 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:18,933 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:19,012 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:19,087 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:19,156 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:14:19,233 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:14:19,308 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:14:19,384 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 01:14:19,458 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-14 01:14:19,533 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 01:14:19,605 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 01:14:19,679 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-14 01:14:19,754 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-14 01:14:19,826 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-14 01:14:19,896 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-14 01:14:19,965 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:20,037 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:20,111 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:20,184 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:14:20,256 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 01:14:20,328 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 01:14:20,401 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 01:14:20,472 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 01:14:20,542 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 01:14:20,613 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.925, mIoU: 0.625
2023-04-14 01:14:20,683 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.925, mIoU: 0.625
2023-04-14 01:14:20,751 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.924, mIoU: 0.627
2023-04-14 01:14:20,818 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:20,883 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-14 01:14:20,946 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-14 01:14:21,012 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-14 01:14:21,078 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.923, mIoU: 0.625
2023-04-14 01:14:21,143 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-14 01:14:21,209 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.923, mIoU: 0.626
2023-04-14 01:14:21,275 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:21,348 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:21,420 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.924, mIoU: 0.625
2023-04-14 01:14:21,491 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:21,560 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:21,630 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:21,697 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.924, mIoU: 0.626
2023-04-14 01:14:21,766 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 01:14:21,835 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 01:14:21,901 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-14 01:14:21,966 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 01:14:22,030 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 01:14:22,098 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 01:14:22,170 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 01:14:22,921 semantic_segmentation INFO: Overall validation pixAcc: 92.941, mIoU: 62.863
2023-04-14 01:14:27,901 semantic_segmentation INFO: Iters: 10810/40000 || Lr: 0.015087 || Task Loss: 0.2058 || KD Loss: 0.0000|| Cost Time: 1:37:40 || Estimated Time: 4:23:43
2023-04-14 01:14:32,580 semantic_segmentation INFO: Iters: 10820/40000 || Lr: 0.015083 || Task Loss: 0.2405 || KD Loss: 0.0000|| Cost Time: 1:37:44 || Estimated Time: 4:23:35
2023-04-14 01:14:37,286 semantic_segmentation INFO: Iters: 10830/40000 || Lr: 0.015078 || Task Loss: 0.3690 || KD Loss: 0.0000|| Cost Time: 1:37:49 || Estimated Time: 4:23:28
2023-04-14 01:14:42,059 semantic_segmentation INFO: Iters: 10840/40000 || Lr: 0.015073 || Task Loss: 0.3254 || KD Loss: 0.0000|| Cost Time: 1:37:54 || Estimated Time: 4:23:21
2023-04-14 01:14:46,798 semantic_segmentation INFO: Iters: 10850/40000 || Lr: 0.015069 || Task Loss: 0.3203 || KD Loss: 0.0000|| Cost Time: 1:37:59 || Estimated Time: 4:23:14
2023-04-14 01:14:51,509 semantic_segmentation INFO: Iters: 10860/40000 || Lr: 0.015064 || Task Loss: 0.2944 || KD Loss: 0.0000|| Cost Time: 1:38:03 || Estimated Time: 4:23:06
2023-04-14 01:14:56,252 semantic_segmentation INFO: Iters: 10870/40000 || Lr: 0.015060 || Task Loss: 0.3461 || KD Loss: 0.0000|| Cost Time: 1:38:08 || Estimated Time: 4:22:59
2023-04-14 01:15:01,001 semantic_segmentation INFO: Iters: 10880/40000 || Lr: 0.015055 || Task Loss: 0.5557 || KD Loss: 0.0000|| Cost Time: 1:38:13 || Estimated Time: 4:22:52
2023-04-14 01:15:05,761 semantic_segmentation INFO: Iters: 10890/40000 || Lr: 0.015050 || Task Loss: 0.2633 || KD Loss: 0.0000|| Cost Time: 1:38:18 || Estimated Time: 4:22:45
2023-04-14 01:15:10,522 semantic_segmentation INFO: Iters: 10900/40000 || Lr: 0.015046 || Task Loss: 0.2665 || KD Loss: 0.0000|| Cost Time: 1:38:22 || Estimated Time: 4:22:38
2023-04-14 01:15:15,296 semantic_segmentation INFO: Iters: 10910/40000 || Lr: 0.015041 || Task Loss: 0.2260 || KD Loss: 0.0000|| Cost Time: 1:38:27 || Estimated Time: 4:22:30
2023-04-14 01:15:20,022 semantic_segmentation INFO: Iters: 10920/40000 || Lr: 0.015036 || Task Loss: 0.2728 || KD Loss: 0.0000|| Cost Time: 1:38:32 || Estimated Time: 4:22:23
2023-04-14 01:15:24,803 semantic_segmentation INFO: Iters: 10930/40000 || Lr: 0.015032 || Task Loss: 0.3884 || KD Loss: 0.0000|| Cost Time: 1:38:37 || Estimated Time: 4:22:16
2023-04-14 01:15:29,555 semantic_segmentation INFO: Iters: 10940/40000 || Lr: 0.015027 || Task Loss: 0.3738 || KD Loss: 0.0000|| Cost Time: 1:38:41 || Estimated Time: 4:22:09
2023-04-14 01:15:34,263 semantic_segmentation INFO: Iters: 10950/40000 || Lr: 0.015023 || Task Loss: 0.6100 || KD Loss: 0.0000|| Cost Time: 1:38:46 || Estimated Time: 4:22:02
2023-04-14 01:15:39,017 semantic_segmentation INFO: Iters: 10960/40000 || Lr: 0.015018 || Task Loss: 0.2793 || KD Loss: 0.0000|| Cost Time: 1:38:51 || Estimated Time: 4:21:55
2023-04-14 01:15:43,705 semantic_segmentation INFO: Iters: 10970/40000 || Lr: 0.015013 || Task Loss: 0.3954 || KD Loss: 0.0000|| Cost Time: 1:38:55 || Estimated Time: 4:21:47
2023-04-14 01:15:48,472 semantic_segmentation INFO: Iters: 10980/40000 || Lr: 0.015009 || Task Loss: 0.2788 || KD Loss: 0.0000|| Cost Time: 1:39:00 || Estimated Time: 4:21:40
2023-04-14 01:15:53,269 semantic_segmentation INFO: Iters: 10990/40000 || Lr: 0.015004 || Task Loss: 0.2621 || KD Loss: 0.0000|| Cost Time: 1:39:05 || Estimated Time: 4:21:33
2023-04-14 01:15:58,038 semantic_segmentation INFO: Iters: 11000/40000 || Lr: 0.014999 || Task Loss: 0.2453 || KD Loss: 0.0000|| Cost Time: 1:39:10 || Estimated Time: 4:21:26
2023-04-14 01:16:02,824 semantic_segmentation INFO: Iters: 11010/40000 || Lr: 0.014995 || Task Loss: 0.3718 || KD Loss: 0.0000|| Cost Time: 1:39:15 || Estimated Time: 4:21:19
2023-04-14 01:16:07,625 semantic_segmentation INFO: Iters: 11020/40000 || Lr: 0.014990 || Task Loss: 0.3616 || KD Loss: 0.0000|| Cost Time: 1:39:19 || Estimated Time: 4:21:12
2023-04-14 01:16:12,459 semantic_segmentation INFO: Iters: 11030/40000 || Lr: 0.014986 || Task Loss: 0.2158 || KD Loss: 0.0000|| Cost Time: 1:39:24 || Estimated Time: 4:21:05
2023-04-14 01:16:17,220 semantic_segmentation INFO: Iters: 11040/40000 || Lr: 0.014981 || Task Loss: 0.3833 || KD Loss: 0.0000|| Cost Time: 1:39:29 || Estimated Time: 4:20:58
2023-04-14 01:16:22,000 semantic_segmentation INFO: Iters: 11050/40000 || Lr: 0.014976 || Task Loss: 0.3348 || KD Loss: 0.0000|| Cost Time: 1:39:34 || Estimated Time: 4:20:51
2023-04-14 01:16:26,774 semantic_segmentation INFO: Iters: 11060/40000 || Lr: 0.014972 || Task Loss: 0.3836 || KD Loss: 0.0000|| Cost Time: 1:39:39 || Estimated Time: 4:20:44
2023-04-14 01:16:31,524 semantic_segmentation INFO: Iters: 11070/40000 || Lr: 0.014967 || Task Loss: 0.2876 || KD Loss: 0.0000|| Cost Time: 1:39:43 || Estimated Time: 4:20:37
2023-04-14 01:16:36,267 semantic_segmentation INFO: Iters: 11080/40000 || Lr: 0.014962 || Task Loss: 0.2900 || KD Loss: 0.0000|| Cost Time: 1:39:48 || Estimated Time: 4:20:29
2023-04-14 01:16:41,054 semantic_segmentation INFO: Iters: 11090/40000 || Lr: 0.014958 || Task Loss: 0.3846 || KD Loss: 0.0000|| Cost Time: 1:39:53 || Estimated Time: 4:20:23
2023-04-14 01:16:45,820 semantic_segmentation INFO: Iters: 11100/40000 || Lr: 0.014953 || Task Loss: 0.4732 || KD Loss: 0.0000|| Cost Time: 1:39:58 || Estimated Time: 4:20:15
2023-04-14 01:16:50,583 semantic_segmentation INFO: Iters: 11110/40000 || Lr: 0.014949 || Task Loss: 0.3138 || KD Loss: 0.0000|| Cost Time: 1:40:02 || Estimated Time: 4:20:08
2023-04-14 01:16:55,332 semantic_segmentation INFO: Iters: 11120/40000 || Lr: 0.014944 || Task Loss: 0.4197 || KD Loss: 0.0000|| Cost Time: 1:40:07 || Estimated Time: 4:20:01
2023-04-14 01:17:00,076 semantic_segmentation INFO: Iters: 11130/40000 || Lr: 0.014939 || Task Loss: 0.3298 || KD Loss: 0.0000|| Cost Time: 1:40:12 || Estimated Time: 4:19:54
2023-04-14 01:17:04,811 semantic_segmentation INFO: Iters: 11140/40000 || Lr: 0.014935 || Task Loss: 0.2402 || KD Loss: 0.0000|| Cost Time: 1:40:17 || Estimated Time: 4:19:47
2023-04-14 01:17:09,577 semantic_segmentation INFO: Iters: 11150/40000 || Lr: 0.014930 || Task Loss: 0.3200 || KD Loss: 0.0000|| Cost Time: 1:40:21 || Estimated Time: 4:19:40
2023-04-14 01:17:14,359 semantic_segmentation INFO: Iters: 11160/40000 || Lr: 0.014925 || Task Loss: 0.3158 || KD Loss: 0.0000|| Cost Time: 1:40:26 || Estimated Time: 4:19:33
2023-04-14 01:17:19,066 semantic_segmentation INFO: Iters: 11170/40000 || Lr: 0.014921 || Task Loss: 0.4527 || KD Loss: 0.0000|| Cost Time: 1:40:31 || Estimated Time: 4:19:26
2023-04-14 01:17:23,843 semantic_segmentation INFO: Iters: 11180/40000 || Lr: 0.014916 || Task Loss: 0.2876 || KD Loss: 0.0000|| Cost Time: 1:40:36 || Estimated Time: 4:19:19
2023-04-14 01:17:28,575 semantic_segmentation INFO: Iters: 11190/40000 || Lr: 0.014912 || Task Loss: 0.2836 || KD Loss: 0.0000|| Cost Time: 1:40:40 || Estimated Time: 4:19:12
2023-04-14 01:17:33,343 semantic_segmentation INFO: Iters: 11200/40000 || Lr: 0.014907 || Task Loss: 0.2580 || KD Loss: 0.0000|| Cost Time: 1:40:45 || Estimated Time: 4:19:05
2023-04-14 01:17:33,632 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:17:36,237 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.371
2023-04-14 01:17:36,374 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.440
2023-04-14 01:17:36,695 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.464
2023-04-14 01:17:36,793 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.488
2023-04-14 01:17:36,877 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.477
2023-04-14 01:17:36,953 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.483
2023-04-14 01:17:37,028 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.511
2023-04-14 01:17:37,101 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.531
2023-04-14 01:17:37,172 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.540
2023-04-14 01:17:37,243 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.582
2023-04-14 01:17:37,315 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.584
2023-04-14 01:17:37,385 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.603
2023-04-14 01:17:37,460 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.599
2023-04-14 01:17:37,538 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.588
2023-04-14 01:17:37,610 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.590
2023-04-14 01:17:37,687 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.580
2023-04-14 01:17:37,764 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.578
2023-04-14 01:17:37,840 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.579
2023-04-14 01:17:37,916 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.582
2023-04-14 01:17:37,990 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.590
2023-04-14 01:17:38,067 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.591
2023-04-14 01:17:38,139 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.617
2023-04-14 01:17:38,212 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.614
2023-04-14 01:17:38,284 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.622
2023-04-14 01:17:38,358 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.635
2023-04-14 01:17:38,430 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-14 01:17:38,505 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.631
2023-04-14 01:17:38,579 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.629
2023-04-14 01:17:38,654 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 01:17:38,729 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.627
2023-04-14 01:17:38,802 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.930, mIoU: 0.625
2023-04-14 01:17:38,878 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.626
2023-04-14 01:17:38,951 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.628
2023-04-14 01:17:39,022 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-14 01:17:39,092 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 01:17:39,164 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 01:17:39,232 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-14 01:17:39,304 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-14 01:17:39,378 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.621
2023-04-14 01:17:39,450 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 01:17:39,527 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 01:17:39,607 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.623
2023-04-14 01:17:39,688 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.625
2023-04-14 01:17:39,763 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 01:17:39,839 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 01:17:39,920 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.932, mIoU: 0.620
2023-04-14 01:17:39,994 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.619
2023-04-14 01:17:40,066 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.933, mIoU: 0.618
2023-04-14 01:17:40,143 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.624
2023-04-14 01:17:40,220 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.628
2023-04-14 01:17:40,298 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.628
2023-04-14 01:17:40,374 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-14 01:17:40,444 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:17:40,518 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 01:17:40,590 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 01:17:40,662 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 01:17:40,731 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 01:17:40,801 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-14 01:17:40,870 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 01:17:40,940 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 01:17:41,018 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-14 01:17:41,090 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:17:41,166 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-14 01:17:41,247 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-14 01:17:41,330 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-14 01:17:41,406 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 01:17:41,479 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-14 01:17:41,556 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-14 01:17:41,628 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.654
2023-04-14 01:17:41,702 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-14 01:17:41,774 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-14 01:17:41,853 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 01:17:41,929 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 01:17:42,005 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-14 01:17:42,078 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 01:17:42,151 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 01:17:42,219 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 01:17:42,290 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 01:17:42,363 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 01:17:42,438 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-14 01:17:42,515 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 01:17:42,587 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 01:17:42,663 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 01:17:42,738 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 01:17:42,816 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 01:17:42,891 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 01:17:42,968 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-14 01:17:43,046 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-14 01:17:43,118 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-14 01:17:43,190 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 01:17:43,266 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 01:17:43,341 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-14 01:17:43,418 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-14 01:17:43,498 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-14 01:17:43,575 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-14 01:17:43,649 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-14 01:17:43,721 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-14 01:17:43,792 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-14 01:17:43,862 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-14 01:17:43,934 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-14 01:17:44,005 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.658
2023-04-14 01:17:44,081 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.657
2023-04-14 01:17:44,158 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.927, mIoU: 0.656
2023-04-14 01:17:44,235 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.656
2023-04-14 01:17:44,316 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.656
2023-04-14 01:17:44,392 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.656
2023-04-14 01:17:44,469 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.928, mIoU: 0.656
2023-04-14 01:17:44,548 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.928, mIoU: 0.657
2023-04-14 01:17:44,625 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.928, mIoU: 0.657
2023-04-14 01:17:44,699 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:44,771 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.656
2023-04-14 01:17:44,845 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:44,920 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:44,994 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:45,069 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-14 01:17:45,147 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.654
2023-04-14 01:17:45,222 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:45,298 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.654
2023-04-14 01:17:45,372 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.927, mIoU: 0.656
2023-04-14 01:17:45,447 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.927, mIoU: 0.656
2023-04-14 01:17:45,523 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:45,600 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:45,679 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:45,752 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.657
2023-04-14 01:17:45,825 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:45,897 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.653
2023-04-14 01:17:45,968 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-14 01:17:46,043 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-14 01:17:46,117 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-14 01:17:46,188 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-14 01:17:46,258 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:46,328 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:46,399 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 01:17:46,472 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.927, mIoU: 0.654
2023-04-14 01:17:46,551 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-14 01:17:46,632 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-14 01:17:46,710 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.654
2023-04-14 01:17:46,791 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.652
2023-04-14 01:17:46,871 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 01:17:46,945 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-14 01:17:47,019 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-14 01:17:47,096 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-14 01:17:47,171 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 01:17:47,248 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 01:17:47,325 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 01:17:47,401 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.927, mIoU: 0.652
2023-04-14 01:17:47,475 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.927, mIoU: 0.652
2023-04-14 01:17:47,546 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.652
2023-04-14 01:17:47,616 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 01:17:47,688 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 01:17:47,760 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 01:17:47,834 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 01:17:47,909 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 01:17:47,986 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 01:17:48,064 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 01:17:48,140 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 01:17:48,217 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 01:17:48,290 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 01:17:48,363 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 01:17:48,437 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 01:17:48,509 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.927, mIoU: 0.649
2023-04-14 01:17:48,578 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-14 01:17:48,651 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 01:17:48,725 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 01:17:48,802 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 01:17:48,879 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 01:17:48,962 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 01:17:49,040 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 01:17:49,115 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 01:17:49,193 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 01:17:49,266 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 01:17:49,342 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 01:17:49,415 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 01:17:49,488 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 01:17:49,562 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-14 01:17:49,637 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-14 01:17:49,713 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 01:17:49,790 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-14 01:17:49,864 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 01:17:49,938 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 01:17:50,012 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 01:17:50,083 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 01:17:50,154 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 01:17:50,228 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 01:17:50,298 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 01:17:50,371 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 01:17:50,446 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 01:17:50,526 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 01:17:50,607 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 01:17:50,679 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 01:17:50,758 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 01:17:50,831 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 01:17:50,901 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 01:17:50,971 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 01:17:51,042 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 01:17:51,113 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 01:17:51,185 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 01:17:51,261 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 01:17:51,338 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 01:17:51,413 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 01:17:51,491 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 01:17:51,568 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-14 01:17:51,646 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-14 01:17:51,720 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-14 01:17:51,794 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-14 01:17:51,865 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-14 01:17:51,934 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-14 01:17:52,009 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-14 01:17:52,088 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-14 01:17:52,166 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 01:17:52,243 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 01:17:52,326 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 01:17:52,399 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 01:17:52,472 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 01:17:52,545 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 01:17:52,621 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 01:17:52,696 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 01:17:52,769 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 01:17:52,844 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 01:17:52,916 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 01:17:52,987 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 01:17:53,059 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:53,128 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:53,199 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:17:53,267 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 01:17:53,332 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 01:17:53,398 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 01:17:53,463 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 01:17:53,528 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 01:17:53,592 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 01:17:53,657 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:17:53,721 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:17:53,786 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:17:53,855 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:17:53,927 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:17:53,999 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:17:54,067 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:54,136 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:54,205 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:54,275 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:54,344 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:54,419 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:54,486 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:54,555 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:17:54,624 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:17:54,691 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 01:17:54,757 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 01:17:54,821 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:54,888 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:54,954 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:17:55,743 semantic_segmentation INFO: Overall validation pixAcc: 93.826, mIoU: 65.337
2023-04-14 01:18:00,627 semantic_segmentation INFO: Iters: 11210/40000 || Lr: 0.014902 || Task Loss: 0.3790 || KD Loss: 0.0000|| Cost Time: 1:41:12 || Estimated Time: 4:19:55
2023-04-14 01:18:05,345 semantic_segmentation INFO: Iters: 11220/40000 || Lr: 0.014898 || Task Loss: 0.3677 || KD Loss: 0.0000|| Cost Time: 1:41:17 || Estimated Time: 4:19:48
2023-04-14 01:18:10,071 semantic_segmentation INFO: Iters: 11230/40000 || Lr: 0.014893 || Task Loss: 0.3447 || KD Loss: 0.0000|| Cost Time: 1:41:22 || Estimated Time: 4:19:41
2023-04-14 01:18:14,840 semantic_segmentation INFO: Iters: 11240/40000 || Lr: 0.014888 || Task Loss: 0.2936 || KD Loss: 0.0000|| Cost Time: 1:41:27 || Estimated Time: 4:19:34
2023-04-14 01:18:19,607 semantic_segmentation INFO: Iters: 11250/40000 || Lr: 0.014884 || Task Loss: 0.3637 || KD Loss: 0.0000|| Cost Time: 1:41:31 || Estimated Time: 4:19:27
2023-04-14 01:18:24,408 semantic_segmentation INFO: Iters: 11260/40000 || Lr: 0.014879 || Task Loss: 0.2817 || KD Loss: 0.0000|| Cost Time: 1:41:36 || Estimated Time: 4:19:20
2023-04-14 01:18:29,177 semantic_segmentation INFO: Iters: 11270/40000 || Lr: 0.014875 || Task Loss: 0.3495 || KD Loss: 0.0000|| Cost Time: 1:41:41 || Estimated Time: 4:19:13
2023-04-14 01:18:33,950 semantic_segmentation INFO: Iters: 11280/40000 || Lr: 0.014870 || Task Loss: 0.2548 || KD Loss: 0.0000|| Cost Time: 1:41:46 || Estimated Time: 4:19:06
2023-04-14 01:18:38,677 semantic_segmentation INFO: Iters: 11290/40000 || Lr: 0.014865 || Task Loss: 0.2813 || KD Loss: 0.0000|| Cost Time: 1:41:50 || Estimated Time: 4:18:59
2023-04-14 01:18:43,435 semantic_segmentation INFO: Iters: 11300/40000 || Lr: 0.014861 || Task Loss: 0.2774 || KD Loss: 0.0000|| Cost Time: 1:41:55 || Estimated Time: 4:18:52
2023-04-14 01:18:48,141 semantic_segmentation INFO: Iters: 11310/40000 || Lr: 0.014856 || Task Loss: 0.2279 || KD Loss: 0.0000|| Cost Time: 1:42:00 || Estimated Time: 4:18:44
2023-04-14 01:18:52,928 semantic_segmentation INFO: Iters: 11320/40000 || Lr: 0.014851 || Task Loss: 0.2404 || KD Loss: 0.0000|| Cost Time: 1:42:05 || Estimated Time: 4:18:37
2023-04-14 01:18:57,686 semantic_segmentation INFO: Iters: 11330/40000 || Lr: 0.014847 || Task Loss: 0.3916 || KD Loss: 0.0000|| Cost Time: 1:42:09 || Estimated Time: 4:18:30
2023-04-14 01:19:02,449 semantic_segmentation INFO: Iters: 11340/40000 || Lr: 0.014842 || Task Loss: 0.2499 || KD Loss: 0.0000|| Cost Time: 1:42:14 || Estimated Time: 4:18:23
2023-04-14 01:19:07,212 semantic_segmentation INFO: Iters: 11350/40000 || Lr: 0.014838 || Task Loss: 0.2009 || KD Loss: 0.0000|| Cost Time: 1:42:19 || Estimated Time: 4:18:16
2023-04-14 01:19:11,980 semantic_segmentation INFO: Iters: 11360/40000 || Lr: 0.014833 || Task Loss: 0.3583 || KD Loss: 0.0000|| Cost Time: 1:42:24 || Estimated Time: 4:18:09
2023-04-14 01:19:16,767 semantic_segmentation INFO: Iters: 11370/40000 || Lr: 0.014828 || Task Loss: 0.2779 || KD Loss: 0.0000|| Cost Time: 1:42:29 || Estimated Time: 4:18:02
2023-04-14 01:19:21,534 semantic_segmentation INFO: Iters: 11380/40000 || Lr: 0.014824 || Task Loss: 0.2347 || KD Loss: 0.0000|| Cost Time: 1:42:33 || Estimated Time: 4:17:55
2023-04-14 01:19:26,227 semantic_segmentation INFO: Iters: 11390/40000 || Lr: 0.014819 || Task Loss: 0.3691 || KD Loss: 0.0000|| Cost Time: 1:42:38 || Estimated Time: 4:17:48
2023-04-14 01:19:31,024 semantic_segmentation INFO: Iters: 11400/40000 || Lr: 0.014814 || Task Loss: 0.3458 || KD Loss: 0.0000|| Cost Time: 1:42:43 || Estimated Time: 4:17:41
2023-04-14 01:19:35,737 semantic_segmentation INFO: Iters: 11410/40000 || Lr: 0.014810 || Task Loss: 0.4565 || KD Loss: 0.0000|| Cost Time: 1:42:48 || Estimated Time: 4:17:34
2023-04-14 01:19:40,525 semantic_segmentation INFO: Iters: 11420/40000 || Lr: 0.014805 || Task Loss: 0.2847 || KD Loss: 0.0000|| Cost Time: 1:42:52 || Estimated Time: 4:17:27
2023-04-14 01:19:45,302 semantic_segmentation INFO: Iters: 11430/40000 || Lr: 0.014800 || Task Loss: 0.2813 || KD Loss: 0.0000|| Cost Time: 1:42:57 || Estimated Time: 4:17:20
2023-04-14 01:19:50,046 semantic_segmentation INFO: Iters: 11440/40000 || Lr: 0.014796 || Task Loss: 0.2736 || KD Loss: 0.0000|| Cost Time: 1:43:02 || Estimated Time: 4:17:13
2023-04-14 01:19:54,784 semantic_segmentation INFO: Iters: 11450/40000 || Lr: 0.014791 || Task Loss: 0.3068 || KD Loss: 0.0000|| Cost Time: 1:43:07 || Estimated Time: 4:17:06
2023-04-14 01:19:59,554 semantic_segmentation INFO: Iters: 11460/40000 || Lr: 0.014787 || Task Loss: 0.3143 || KD Loss: 0.0000|| Cost Time: 1:43:11 || Estimated Time: 4:16:59
2023-04-14 01:20:04,304 semantic_segmentation INFO: Iters: 11470/40000 || Lr: 0.014782 || Task Loss: 0.2808 || KD Loss: 0.0000|| Cost Time: 1:43:16 || Estimated Time: 4:16:52
2023-04-14 01:20:09,048 semantic_segmentation INFO: Iters: 11480/40000 || Lr: 0.014777 || Task Loss: 0.4040 || KD Loss: 0.0000|| Cost Time: 1:43:21 || Estimated Time: 4:16:45
2023-04-14 01:20:13,826 semantic_segmentation INFO: Iters: 11490/40000 || Lr: 0.014773 || Task Loss: 0.4630 || KD Loss: 0.0000|| Cost Time: 1:43:26 || Estimated Time: 4:16:38
2023-04-14 01:20:18,608 semantic_segmentation INFO: Iters: 11500/40000 || Lr: 0.014768 || Task Loss: 0.3973 || KD Loss: 0.0000|| Cost Time: 1:43:30 || Estimated Time: 4:16:31
2023-04-14 01:20:23,411 semantic_segmentation INFO: Iters: 11510/40000 || Lr: 0.014763 || Task Loss: 0.3004 || KD Loss: 0.0000|| Cost Time: 1:43:35 || Estimated Time: 4:16:24
2023-04-14 01:20:28,166 semantic_segmentation INFO: Iters: 11520/40000 || Lr: 0.014759 || Task Loss: 0.3423 || KD Loss: 0.0000|| Cost Time: 1:43:40 || Estimated Time: 4:16:17
2023-04-14 01:20:32,938 semantic_segmentation INFO: Iters: 11530/40000 || Lr: 0.014754 || Task Loss: 0.2269 || KD Loss: 0.0000|| Cost Time: 1:43:45 || Estimated Time: 4:16:10
2023-04-14 01:20:37,667 semantic_segmentation INFO: Iters: 11540/40000 || Lr: 0.014750 || Task Loss: 0.2467 || KD Loss: 0.0000|| Cost Time: 1:43:49 || Estimated Time: 4:16:03
2023-04-14 01:20:42,476 semantic_segmentation INFO: Iters: 11550/40000 || Lr: 0.014745 || Task Loss: 0.4045 || KD Loss: 0.0000|| Cost Time: 1:43:54 || Estimated Time: 4:15:56
2023-04-14 01:20:47,234 semantic_segmentation INFO: Iters: 11560/40000 || Lr: 0.014740 || Task Loss: 0.2523 || KD Loss: 0.0000|| Cost Time: 1:43:59 || Estimated Time: 4:15:49
2023-04-14 01:20:51,987 semantic_segmentation INFO: Iters: 11570/40000 || Lr: 0.014736 || Task Loss: 0.3242 || KD Loss: 0.0000|| Cost Time: 1:44:04 || Estimated Time: 4:15:42
2023-04-14 01:20:56,771 semantic_segmentation INFO: Iters: 11580/40000 || Lr: 0.014731 || Task Loss: 0.3667 || KD Loss: 0.0000|| Cost Time: 1:44:09 || Estimated Time: 4:15:35
2023-04-14 01:21:01,495 semantic_segmentation INFO: Iters: 11590/40000 || Lr: 0.014726 || Task Loss: 0.3180 || KD Loss: 0.0000|| Cost Time: 1:44:13 || Estimated Time: 4:15:28
2023-04-14 01:21:06,251 semantic_segmentation INFO: Iters: 11600/40000 || Lr: 0.014722 || Task Loss: 0.2527 || KD Loss: 0.0000|| Cost Time: 1:44:18 || Estimated Time: 4:15:21
2023-04-14 01:21:06,571 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:21:09,153 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.919, mIoU: 0.354
2023-04-14 01:21:09,264 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.433
2023-04-14 01:21:09,360 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.944, mIoU: 0.446
2023-04-14 01:21:09,455 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.948, mIoU: 0.493
2023-04-14 01:21:09,557 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.485
2023-04-14 01:21:09,660 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.487
2023-04-14 01:21:09,739 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.535
2023-04-14 01:21:09,823 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.544
2023-04-14 01:21:09,895 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.544
2023-04-14 01:21:09,968 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.590
2023-04-14 01:21:10,042 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.594
2023-04-14 01:21:10,115 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.606
2023-04-14 01:21:10,189 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.607
2023-04-14 01:21:10,263 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.942, mIoU: 0.603
2023-04-14 01:21:10,338 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.600
2023-04-14 01:21:10,410 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.593
2023-04-14 01:21:10,484 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.592
2023-04-14 01:21:10,562 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.592
2023-04-14 01:21:10,637 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.596
2023-04-14 01:21:10,710 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.603
2023-04-14 01:21:10,783 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.606
2023-04-14 01:21:10,857 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.632
2023-04-14 01:21:10,933 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.633
2023-04-14 01:21:11,009 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.639
2023-04-14 01:21:11,083 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-14 01:21:11,156 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.653
2023-04-14 01:21:11,232 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 01:21:11,307 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 01:21:11,381 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.648
2023-04-14 01:21:11,458 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.632
2023-04-14 01:21:11,535 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.631
2023-04-14 01:21:11,608 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.933, mIoU: 0.629
2023-04-14 01:21:11,682 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.934, mIoU: 0.631
2023-04-14 01:21:11,762 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.629
2023-04-14 01:21:11,841 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.632
2023-04-14 01:21:11,918 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.631
2023-04-14 01:21:11,990 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.627
2023-04-14 01:21:12,065 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.626
2023-04-14 01:21:12,138 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.620
2023-04-14 01:21:12,207 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.621
2023-04-14 01:21:12,279 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.620
2023-04-14 01:21:12,349 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.620
2023-04-14 01:21:12,420 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.620
2023-04-14 01:21:12,492 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.621
2023-04-14 01:21:12,569 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.620
2023-04-14 01:21:12,646 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.621
2023-04-14 01:21:12,724 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.620
2023-04-14 01:21:12,807 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.935, mIoU: 0.619
2023-04-14 01:21:12,885 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.624
2023-04-14 01:21:12,966 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.627
2023-04-14 01:21:13,040 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.627
2023-04-14 01:21:13,118 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.634
2023-04-14 01:21:13,200 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.634
2023-04-14 01:21:13,274 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.636
2023-04-14 01:21:13,350 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.634
2023-04-14 01:21:13,424 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.631
2023-04-14 01:21:13,496 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.632
2023-04-14 01:21:13,567 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-14 01:21:13,636 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-14 01:21:13,707 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-14 01:21:13,780 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.642
2023-04-14 01:21:13,851 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-14 01:21:13,923 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-14 01:21:13,998 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 01:21:14,067 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.644
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2023-04-14 01:21:14,224 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 01:21:14,301 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 01:21:14,375 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:21:14,451 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 01:21:14,526 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-14 01:21:14,599 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 01:21:14,672 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 01:21:14,750 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-14 01:21:14,823 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 01:21:14,895 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 01:21:14,966 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 01:21:15,041 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 01:21:15,116 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 01:21:15,191 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.643
2023-04-14 01:21:15,265 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 01:21:15,340 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 01:21:15,412 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.643
2023-04-14 01:21:15,482 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 01:21:15,550 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 01:21:15,620 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 01:21:15,691 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 01:21:15,760 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 01:21:15,829 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:21:15,903 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:21:15,977 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 01:21:16,051 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.629
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2023-04-14 01:21:16,203 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-14 01:21:16,281 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 01:21:16,356 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 01:21:16,432 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 01:21:16,506 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 01:21:16,580 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 01:21:16,653 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 01:21:16,722 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-14 01:21:16,795 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.626
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2023-04-14 01:21:17,029 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-14 01:21:17,104 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-14 01:21:17,182 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-14 01:21:17,260 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 01:21:17,335 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 01:21:17,407 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 01:21:17,479 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 01:21:17,550 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 01:21:17,625 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 01:21:17,702 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-14 01:21:17,783 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-14 01:21:17,858 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-14 01:21:17,931 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 01:21:18,005 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.619
2023-04-14 01:21:18,076 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 01:21:18,149 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 01:21:18,221 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 01:21:18,292 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 01:21:18,362 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 01:21:18,434 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-14 01:21:18,508 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 01:21:18,584 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-14 01:21:18,658 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.619
2023-04-14 01:21:18,736 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.925, mIoU: 0.619
2023-04-14 01:21:18,812 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.925, mIoU: 0.618
2023-04-14 01:21:18,893 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.925, mIoU: 0.619
2023-04-14 01:21:18,971 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 01:21:19,043 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.926, mIoU: 0.618
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2023-04-14 01:21:19,187 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 01:21:19,262 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.927, mIoU: 0.619
2023-04-14 01:21:19,341 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.619
2023-04-14 01:21:19,422 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.927, mIoU: 0.619
2023-04-14 01:21:19,500 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 01:21:19,579 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 01:21:19,655 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 01:21:19,725 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 01:21:19,796 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 01:21:19,866 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 01:21:19,938 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 01:21:20,010 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 01:21:20,087 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.927, mIoU: 0.620
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2023-04-14 01:21:20,249 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.619
2023-04-14 01:21:20,326 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-14 01:21:20,401 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.927, mIoU: 0.619
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2023-04-14 01:21:20,547 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-14 01:21:20,620 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:21:20,692 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:21:20,766 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-14 01:21:20,841 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-14 01:21:20,916 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.928, mIoU: 0.622
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2023-04-14 01:21:21,149 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:21:21,220 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:21:21,289 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 01:21:21,362 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.618
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2023-04-14 01:21:21,569 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.928, mIoU: 0.618
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2023-04-14 01:21:22,044 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.929, mIoU: 0.619
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2023-04-14 01:21:23,014 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.930, mIoU: 0.618
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2023-04-14 01:21:23,685 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.930, mIoU: 0.615
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2023-04-14 01:21:24,681 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:24,751 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:24,825 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:24,897 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:24,971 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:25,044 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:25,115 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:25,187 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:25,260 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:25,329 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:25,406 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:25,484 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:25,563 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:25,635 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:25,707 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:25,779 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.931, mIoU: 0.616
2023-04-14 01:21:25,852 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.932, mIoU: 0.616
2023-04-14 01:21:25,923 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.932, mIoU: 0.616
2023-04-14 01:21:25,993 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.932, mIoU: 0.616
2023-04-14 01:21:26,061 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.932, mIoU: 0.616
2023-04-14 01:21:26,126 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.932, mIoU: 0.616
2023-04-14 01:21:26,193 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.932, mIoU: 0.616
2023-04-14 01:21:26,259 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 01:21:26,324 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.613
2023-04-14 01:21:26,388 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:26,450 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:26,514 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:26,577 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:26,644 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 01:21:26,714 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 01:21:26,782 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 01:21:26,852 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 01:21:26,923 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.931, mIoU: 0.610
2023-04-14 01:21:26,995 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.931, mIoU: 0.610
2023-04-14 01:21:27,064 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 01:21:27,133 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 01:21:27,198 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 01:21:27,268 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:27,338 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.932, mIoU: 0.613
2023-04-14 01:21:27,408 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.932, mIoU: 0.614
2023-04-14 01:21:27,477 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.932, mIoU: 0.613
2023-04-14 01:21:27,543 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:27,613 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 01:21:27,681 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.932, mIoU: 0.612
2023-04-14 01:21:28,857 semantic_segmentation INFO: Overall validation pixAcc: 93.739, mIoU: 61.942
2023-04-14 01:21:33,820 semantic_segmentation INFO: Iters: 11610/40000 || Lr: 0.014717 || Task Loss: 0.4998 || KD Loss: 0.0000|| Cost Time: 1:44:46 || Estimated Time: 4:16:10
2023-04-14 01:21:38,471 semantic_segmentation INFO: Iters: 11620/40000 || Lr: 0.014712 || Task Loss: 0.2511 || KD Loss: 0.0000|| Cost Time: 1:44:50 || Estimated Time: 4:16:03
2023-04-14 01:21:43,252 semantic_segmentation INFO: Iters: 11630/40000 || Lr: 0.014708 || Task Loss: 0.5620 || KD Loss: 0.0000|| Cost Time: 1:44:55 || Estimated Time: 4:15:56
2023-04-14 01:21:47,964 semantic_segmentation INFO: Iters: 11640/40000 || Lr: 0.014703 || Task Loss: 0.4078 || KD Loss: 0.0000|| Cost Time: 1:45:00 || Estimated Time: 4:15:49
2023-04-14 01:21:52,662 semantic_segmentation INFO: Iters: 11650/40000 || Lr: 0.014699 || Task Loss: 0.2674 || KD Loss: 0.0000|| Cost Time: 1:45:04 || Estimated Time: 4:15:42
2023-04-14 01:21:57,442 semantic_segmentation INFO: Iters: 11660/40000 || Lr: 0.014694 || Task Loss: 0.4002 || KD Loss: 0.0000|| Cost Time: 1:45:09 || Estimated Time: 4:15:35
2023-04-14 01:22:02,185 semantic_segmentation INFO: Iters: 11670/40000 || Lr: 0.014689 || Task Loss: 0.3604 || KD Loss: 0.0000|| Cost Time: 1:45:14 || Estimated Time: 4:15:28
2023-04-14 01:22:06,914 semantic_segmentation INFO: Iters: 11680/40000 || Lr: 0.014685 || Task Loss: 0.4135 || KD Loss: 0.0000|| Cost Time: 1:45:19 || Estimated Time: 4:15:21
2023-04-14 01:22:11,589 semantic_segmentation INFO: Iters: 11690/40000 || Lr: 0.014680 || Task Loss: 0.2744 || KD Loss: 0.0000|| Cost Time: 1:45:23 || Estimated Time: 4:15:14
2023-04-14 01:22:16,298 semantic_segmentation INFO: Iters: 11700/40000 || Lr: 0.014675 || Task Loss: 0.3537 || KD Loss: 0.0000|| Cost Time: 1:45:28 || Estimated Time: 4:15:06
2023-04-14 01:22:21,015 semantic_segmentation INFO: Iters: 11710/40000 || Lr: 0.014671 || Task Loss: 0.3445 || KD Loss: 0.0000|| Cost Time: 1:45:33 || Estimated Time: 4:14:59
2023-04-14 01:22:25,759 semantic_segmentation INFO: Iters: 11720/40000 || Lr: 0.014666 || Task Loss: 0.2547 || KD Loss: 0.0000|| Cost Time: 1:45:38 || Estimated Time: 4:14:52
2023-04-14 01:22:30,506 semantic_segmentation INFO: Iters: 11730/40000 || Lr: 0.014662 || Task Loss: 0.3161 || KD Loss: 0.0000|| Cost Time: 1:45:42 || Estimated Time: 4:14:45
2023-04-14 01:22:35,275 semantic_segmentation INFO: Iters: 11740/40000 || Lr: 0.014657 || Task Loss: 0.3687 || KD Loss: 0.0000|| Cost Time: 1:45:47 || Estimated Time: 4:14:38
2023-04-14 01:22:40,002 semantic_segmentation INFO: Iters: 11750/40000 || Lr: 0.014652 || Task Loss: 0.3882 || KD Loss: 0.0000|| Cost Time: 1:45:52 || Estimated Time: 4:14:31
2023-04-14 01:22:44,770 semantic_segmentation INFO: Iters: 11760/40000 || Lr: 0.014648 || Task Loss: 0.5999 || KD Loss: 0.0000|| Cost Time: 1:45:57 || Estimated Time: 4:14:24
2023-04-14 01:22:49,538 semantic_segmentation INFO: Iters: 11770/40000 || Lr: 0.014643 || Task Loss: 0.3516 || KD Loss: 0.0000|| Cost Time: 1:46:01 || Estimated Time: 4:14:17
2023-04-14 01:22:54,231 semantic_segmentation INFO: Iters: 11780/40000 || Lr: 0.014638 || Task Loss: 0.2859 || KD Loss: 0.0000|| Cost Time: 1:46:06 || Estimated Time: 4:14:10
2023-04-14 01:22:58,905 semantic_segmentation INFO: Iters: 11790/40000 || Lr: 0.014634 || Task Loss: 0.2517 || KD Loss: 0.0000|| Cost Time: 1:46:11 || Estimated Time: 4:14:03
2023-04-14 01:23:03,683 semantic_segmentation INFO: Iters: 11800/40000 || Lr: 0.014629 || Task Loss: 0.3906 || KD Loss: 0.0000|| Cost Time: 1:46:15 || Estimated Time: 4:13:56
2023-04-14 01:23:08,414 semantic_segmentation INFO: Iters: 11810/40000 || Lr: 0.014624 || Task Loss: 0.3187 || KD Loss: 0.0000|| Cost Time: 1:46:20 || Estimated Time: 4:13:49
2023-04-14 01:23:13,204 semantic_segmentation INFO: Iters: 11820/40000 || Lr: 0.014620 || Task Loss: 0.2659 || KD Loss: 0.0000|| Cost Time: 1:46:25 || Estimated Time: 4:13:42
2023-04-14 01:23:17,946 semantic_segmentation INFO: Iters: 11830/40000 || Lr: 0.014615 || Task Loss: 0.2191 || KD Loss: 0.0000|| Cost Time: 1:46:30 || Estimated Time: 4:13:35
2023-04-14 01:23:22,696 semantic_segmentation INFO: Iters: 11840/40000 || Lr: 0.014610 || Task Loss: 0.3113 || KD Loss: 0.0000|| Cost Time: 1:46:34 || Estimated Time: 4:13:29
2023-04-14 01:23:27,435 semantic_segmentation INFO: Iters: 11850/40000 || Lr: 0.014606 || Task Loss: 0.3510 || KD Loss: 0.0000|| Cost Time: 1:46:39 || Estimated Time: 4:13:22
2023-04-14 01:23:32,222 semantic_segmentation INFO: Iters: 11860/40000 || Lr: 0.014601 || Task Loss: 0.2588 || KD Loss: 0.0000|| Cost Time: 1:46:44 || Estimated Time: 4:13:15
2023-04-14 01:23:36,996 semantic_segmentation INFO: Iters: 11870/40000 || Lr: 0.014597 || Task Loss: 0.2959 || KD Loss: 0.0000|| Cost Time: 1:46:49 || Estimated Time: 4:13:08
2023-04-14 01:23:41,777 semantic_segmentation INFO: Iters: 11880/40000 || Lr: 0.014592 || Task Loss: 0.2685 || KD Loss: 0.0000|| Cost Time: 1:46:54 || Estimated Time: 4:13:01
2023-04-14 01:23:46,562 semantic_segmentation INFO: Iters: 11890/40000 || Lr: 0.014587 || Task Loss: 0.4109 || KD Loss: 0.0000|| Cost Time: 1:46:58 || Estimated Time: 4:12:54
2023-04-14 01:23:51,323 semantic_segmentation INFO: Iters: 11900/40000 || Lr: 0.014583 || Task Loss: 0.2842 || KD Loss: 0.0000|| Cost Time: 1:47:03 || Estimated Time: 4:12:47
2023-04-14 01:23:56,110 semantic_segmentation INFO: Iters: 11910/40000 || Lr: 0.014578 || Task Loss: 0.3321 || KD Loss: 0.0000|| Cost Time: 1:47:08 || Estimated Time: 4:12:40
2023-04-14 01:24:00,888 semantic_segmentation INFO: Iters: 11920/40000 || Lr: 0.014573 || Task Loss: 0.3566 || KD Loss: 0.0000|| Cost Time: 1:47:13 || Estimated Time: 4:12:33
2023-04-14 01:24:05,713 semantic_segmentation INFO: Iters: 11930/40000 || Lr: 0.014569 || Task Loss: 0.2876 || KD Loss: 0.0000|| Cost Time: 1:47:17 || Estimated Time: 4:12:27
2023-04-14 01:24:10,483 semantic_segmentation INFO: Iters: 11940/40000 || Lr: 0.014564 || Task Loss: 0.5599 || KD Loss: 0.0000|| Cost Time: 1:47:22 || Estimated Time: 4:12:20
2023-04-14 01:24:15,239 semantic_segmentation INFO: Iters: 11950/40000 || Lr: 0.014559 || Task Loss: 0.3182 || KD Loss: 0.0000|| Cost Time: 1:47:27 || Estimated Time: 4:12:13
2023-04-14 01:24:19,985 semantic_segmentation INFO: Iters: 11960/40000 || Lr: 0.014555 || Task Loss: 0.2726 || KD Loss: 0.0000|| Cost Time: 1:47:32 || Estimated Time: 4:12:06
2023-04-14 01:24:24,691 semantic_segmentation INFO: Iters: 11970/40000 || Lr: 0.014550 || Task Loss: 0.2744 || KD Loss: 0.0000|| Cost Time: 1:47:36 || Estimated Time: 4:11:59
2023-04-14 01:24:29,487 semantic_segmentation INFO: Iters: 11980/40000 || Lr: 0.014546 || Task Loss: 0.3378 || KD Loss: 0.0000|| Cost Time: 1:47:41 || Estimated Time: 4:11:52
2023-04-14 01:24:34,237 semantic_segmentation INFO: Iters: 11990/40000 || Lr: 0.014541 || Task Loss: 0.3406 || KD Loss: 0.0000|| Cost Time: 1:47:46 || Estimated Time: 4:11:45
2023-04-14 01:24:38,992 semantic_segmentation INFO: Iters: 12000/40000 || Lr: 0.014536 || Task Loss: 0.3207 || KD Loss: 0.0000|| Cost Time: 1:47:51 || Estimated Time: 4:11:38
2023-04-14 01:24:39,374 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:24:41,634 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.951, mIoU: 0.374
2023-04-14 01:24:42,118 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.459
2023-04-14 01:24:42,244 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.478
2023-04-14 01:24:42,371 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.511
2023-04-14 01:24:42,469 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.503
2023-04-14 01:24:42,564 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.506
2023-04-14 01:24:42,646 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.544
2023-04-14 01:24:42,719 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.562
2023-04-14 01:24:42,792 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.598
2023-04-14 01:24:42,869 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.653
2023-04-14 01:24:42,957 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.647
2023-04-14 01:24:43,032 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.658
2023-04-14 01:24:43,103 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.666
2023-04-14 01:24:43,174 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.651
2023-04-14 01:24:43,250 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.628
2023-04-14 01:24:43,327 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.940, mIoU: 0.625
2023-04-14 01:24:43,403 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.625
2023-04-14 01:24:43,476 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.623
2023-04-14 01:24:43,551 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.629
2023-04-14 01:24:43,626 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.633
2023-04-14 01:24:43,702 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.635
2023-04-14 01:24:43,783 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-14 01:24:43,862 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-14 01:24:43,942 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-14 01:24:44,019 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-14 01:24:44,095 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 01:24:44,168 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-14 01:24:44,240 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 01:24:44,309 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 01:24:44,382 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-14 01:24:44,452 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-14 01:24:44,523 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 01:24:44,595 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-14 01:24:44,665 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-14 01:24:44,737 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-14 01:24:44,808 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-14 01:24:44,881 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-14 01:24:44,962 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-14 01:24:45,038 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-14 01:24:45,114 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 01:24:45,193 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-14 01:24:45,269 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.934, mIoU: 0.658
2023-04-14 01:24:45,344 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-14 01:24:45,416 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-14 01:24:45,488 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-14 01:24:45,560 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-14 01:24:45,631 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-14 01:24:45,707 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.659
2023-04-14 01:24:45,786 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.663
2023-04-14 01:24:45,863 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-14 01:24:45,937 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-14 01:24:46,013 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.675
2023-04-14 01:24:46,087 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-14 01:24:46,169 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.680
2023-04-14 01:24:46,242 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-14 01:24:46,318 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-14 01:24:46,394 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 01:24:46,472 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-14 01:24:46,548 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 01:24:46,622 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.679
2023-04-14 01:24:46,697 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-14 01:24:46,771 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-14 01:24:46,845 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.935, mIoU: 0.681
2023-04-14 01:24:46,923 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 01:24:46,997 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-14 01:24:47,067 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 01:24:47,142 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-14 01:24:47,218 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-14 01:24:47,299 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.686
2023-04-14 01:24:47,376 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-14 01:24:47,454 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-14 01:24:47,529 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-14 01:24:47,602 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-14 01:24:47,677 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-14 01:24:47,747 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-14 01:24:47,820 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-14 01:24:47,891 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.685
2023-04-14 01:24:47,967 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 01:24:48,046 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-14 01:24:48,127 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 01:24:48,207 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-14 01:24:48,283 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-14 01:24:48,360 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 01:24:48,435 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-14 01:24:48,508 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.680
2023-04-14 01:24:48,581 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.680
2023-04-14 01:24:48,656 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.680
2023-04-14 01:24:48,731 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.680
2023-04-14 01:24:48,811 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.680
2023-04-14 01:24:48,887 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.680
2023-04-14 01:24:48,964 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.681
2023-04-14 01:24:49,031 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.682
2023-04-14 01:24:49,102 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.681
2023-04-14 01:24:49,177 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-14 01:24:49,254 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-14 01:24:49,327 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-14 01:24:49,405 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-14 01:24:49,482 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-14 01:24:49,556 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-14 01:24:49,631 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.682
2023-04-14 01:24:49,706 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.682
2023-04-14 01:24:49,780 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.680
2023-04-14 01:24:49,853 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.680
2023-04-14 01:24:49,926 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.680
2023-04-14 01:24:49,999 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.680
2023-04-14 01:24:50,081 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.680
2023-04-14 01:24:50,161 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.680
2023-04-14 01:24:50,236 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.681
2023-04-14 01:24:50,310 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.680
2023-04-14 01:24:50,384 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 01:24:50,459 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 01:24:50,530 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 01:24:50,605 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 01:24:50,674 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 01:24:50,748 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.678
2023-04-14 01:24:50,822 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.678
2023-04-14 01:24:50,899 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.680
2023-04-14 01:24:50,979 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 01:24:51,059 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.931, mIoU: 0.678
2023-04-14 01:24:51,134 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.677
2023-04-14 01:24:51,211 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.677
2023-04-14 01:24:51,290 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.676
2023-04-14 01:24:51,361 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.676
2023-04-14 01:24:51,432 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.678
2023-04-14 01:24:51,509 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.678
2023-04-14 01:24:51,586 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.678
2023-04-14 01:24:51,661 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.679
2023-04-14 01:24:51,739 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 01:24:51,816 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.678
2023-04-14 01:24:51,895 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 01:24:51,969 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.678
2023-04-14 01:24:52,044 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.678
2023-04-14 01:24:52,115 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-14 01:24:52,188 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:52,265 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:52,341 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:52,416 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.677
2023-04-14 01:24:52,491 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:52,564 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:52,636 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-14 01:24:52,712 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-14 01:24:52,788 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:52,860 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:52,928 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.932, mIoU: 0.676
2023-04-14 01:24:52,998 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.932, mIoU: 0.676
2023-04-14 01:24:53,069 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-14 01:24:53,142 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-14 01:24:53,230 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:53,310 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:53,387 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:53,462 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:53,539 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:53,611 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:53,683 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.932, mIoU: 0.677
2023-04-14 01:24:53,756 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.932, mIoU: 0.676
2023-04-14 01:24:53,829 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.932, mIoU: 0.676
2023-04-14 01:24:53,905 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.932, mIoU: 0.676
2023-04-14 01:24:53,984 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.932, mIoU: 0.675
2023-04-14 01:24:54,063 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.675
2023-04-14 01:24:54,140 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.675
2023-04-14 01:24:54,213 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.932, mIoU: 0.674
2023-04-14 01:24:54,284 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.672
2023-04-14 01:24:54,356 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.932, mIoU: 0.671
2023-04-14 01:24:54,428 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.932, mIoU: 0.672
2023-04-14 01:24:54,499 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.932, mIoU: 0.672
2023-04-14 01:24:54,574 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.932, mIoU: 0.672
2023-04-14 01:24:54,646 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.932, mIoU: 0.672
2023-04-14 01:24:54,723 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.932, mIoU: 0.672
2023-04-14 01:24:54,804 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.932, mIoU: 0.672
2023-04-14 01:24:54,882 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.932, mIoU: 0.672
2023-04-14 01:24:54,961 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,035 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,107 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,179 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-14 01:24:55,248 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,318 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-14 01:24:55,390 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-14 01:24:55,460 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,531 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,605 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,679 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,755 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,831 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,910 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:55,988 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.933, mIoU: 0.672
2023-04-14 01:24:56,062 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.933, mIoU: 0.671
2023-04-14 01:24:56,136 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-14 01:24:56,207 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.934, mIoU: 0.671
2023-04-14 01:24:56,279 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-14 01:24:56,348 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-14 01:24:56,421 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-14 01:24:56,493 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-14 01:24:56,570 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-14 01:24:56,647 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-14 01:24:56,725 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-14 01:24:56,802 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-14 01:24:56,876 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.934, mIoU: 0.674
2023-04-14 01:24:56,953 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-14 01:24:57,029 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-14 01:24:57,099 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-14 01:24:57,172 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-14 01:24:57,250 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-14 01:24:57,325 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.934, mIoU: 0.673
2023-04-14 01:24:57,403 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-14 01:24:57,478 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-14 01:24:57,556 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-14 01:24:57,627 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-14 01:24:57,700 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-14 01:24:57,776 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-14 01:24:57,848 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-14 01:24:57,921 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-14 01:24:57,994 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.935, mIoU: 0.673
2023-04-14 01:24:58,069 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-14 01:24:58,146 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-14 01:24:58,224 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-14 01:24:58,298 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-14 01:24:58,373 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-14 01:24:58,446 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-14 01:24:58,517 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-14 01:24:58,587 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-14 01:24:58,655 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 01:24:58,721 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 01:24:58,787 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 01:24:58,853 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 01:24:58,918 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-14 01:24:58,983 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-14 01:24:59,047 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-14 01:24:59,112 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-14 01:24:59,174 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.936, mIoU: 0.663
2023-04-14 01:24:59,237 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 01:24:59,299 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-14 01:24:59,359 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-14 01:24:59,423 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-14 01:24:59,489 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-14 01:24:59,556 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-14 01:24:59,623 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 01:24:59,691 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.936, mIoU: 0.663
2023-04-14 01:24:59,761 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.936, mIoU: 0.663
2023-04-14 01:24:59,831 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 01:24:59,903 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 01:24:59,975 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.936, mIoU: 0.663
2023-04-14 01:25:00,048 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.663
2023-04-14 01:25:00,116 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.936, mIoU: 0.663
2023-04-14 01:25:00,187 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-14 01:25:00,259 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-14 01:25:00,329 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 01:25:00,399 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-14 01:25:00,467 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 01:25:00,538 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-14 01:25:00,609 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 01:25:01,410 semantic_segmentation INFO: Overall validation pixAcc: 94.193, mIoU: 67.203
2023-04-14 01:25:06,530 semantic_segmentation INFO: Iters: 12010/40000 || Lr: 0.014532 || Task Loss: 0.3672 || KD Loss: 0.0000|| Cost Time: 1:48:18 || Estimated Time: 4:12:25
2023-04-14 01:25:11,255 semantic_segmentation INFO: Iters: 12020/40000 || Lr: 0.014527 || Task Loss: 0.3542 || KD Loss: 0.0000|| Cost Time: 1:48:23 || Estimated Time: 4:12:18
2023-04-14 01:25:15,926 semantic_segmentation INFO: Iters: 12030/40000 || Lr: 0.014522 || Task Loss: 0.2722 || KD Loss: 0.0000|| Cost Time: 1:48:28 || Estimated Time: 4:12:11
2023-04-14 01:25:20,676 semantic_segmentation INFO: Iters: 12040/40000 || Lr: 0.014518 || Task Loss: 0.2460 || KD Loss: 0.0000|| Cost Time: 1:48:32 || Estimated Time: 4:12:04
2023-04-14 01:25:25,413 semantic_segmentation INFO: Iters: 12050/40000 || Lr: 0.014513 || Task Loss: 0.2516 || KD Loss: 0.0000|| Cost Time: 1:48:37 || Estimated Time: 4:11:57
2023-04-14 01:25:30,175 semantic_segmentation INFO: Iters: 12060/40000 || Lr: 0.014508 || Task Loss: 0.2419 || KD Loss: 0.0000|| Cost Time: 1:48:42 || Estimated Time: 4:11:50
2023-04-14 01:25:34,950 semantic_segmentation INFO: Iters: 12070/40000 || Lr: 0.014504 || Task Loss: 0.2783 || KD Loss: 0.0000|| Cost Time: 1:48:47 || Estimated Time: 4:11:43
2023-04-14 01:25:39,715 semantic_segmentation INFO: Iters: 12080/40000 || Lr: 0.014499 || Task Loss: 0.4521 || KD Loss: 0.0000|| Cost Time: 1:48:51 || Estimated Time: 4:11:36
2023-04-14 01:25:44,410 semantic_segmentation INFO: Iters: 12090/40000 || Lr: 0.014495 || Task Loss: 0.3409 || KD Loss: 0.0000|| Cost Time: 1:48:56 || Estimated Time: 4:11:29
2023-04-14 01:25:49,173 semantic_segmentation INFO: Iters: 12100/40000 || Lr: 0.014490 || Task Loss: 0.3766 || KD Loss: 0.0000|| Cost Time: 1:49:01 || Estimated Time: 4:11:22
2023-04-14 01:25:53,933 semantic_segmentation INFO: Iters: 12110/40000 || Lr: 0.014485 || Task Loss: 0.7325 || KD Loss: 0.0000|| Cost Time: 1:49:06 || Estimated Time: 4:11:15
2023-04-14 01:25:58,670 semantic_segmentation INFO: Iters: 12120/40000 || Lr: 0.014481 || Task Loss: 0.3543 || KD Loss: 0.0000|| Cost Time: 1:49:10 || Estimated Time: 4:11:08
2023-04-14 01:26:03,425 semantic_segmentation INFO: Iters: 12130/40000 || Lr: 0.014476 || Task Loss: 0.2382 || KD Loss: 0.0000|| Cost Time: 1:49:15 || Estimated Time: 4:11:01
2023-04-14 01:26:08,132 semantic_segmentation INFO: Iters: 12140/40000 || Lr: 0.014471 || Task Loss: 0.5397 || KD Loss: 0.0000|| Cost Time: 1:49:20 || Estimated Time: 4:10:54
2023-04-14 01:26:12,947 semantic_segmentation INFO: Iters: 12150/40000 || Lr: 0.014467 || Task Loss: 0.4402 || KD Loss: 0.0000|| Cost Time: 1:49:25 || Estimated Time: 4:10:48
2023-04-14 01:26:17,730 semantic_segmentation INFO: Iters: 12160/40000 || Lr: 0.014462 || Task Loss: 0.5612 || KD Loss: 0.0000|| Cost Time: 1:49:30 || Estimated Time: 4:10:41
2023-04-14 01:26:22,476 semantic_segmentation INFO: Iters: 12170/40000 || Lr: 0.014457 || Task Loss: 0.3671 || KD Loss: 0.0000|| Cost Time: 1:49:34 || Estimated Time: 4:10:34
2023-04-14 01:26:27,256 semantic_segmentation INFO: Iters: 12180/40000 || Lr: 0.014453 || Task Loss: 0.4282 || KD Loss: 0.0000|| Cost Time: 1:49:39 || Estimated Time: 4:10:27
2023-04-14 01:26:32,029 semantic_segmentation INFO: Iters: 12190/40000 || Lr: 0.014448 || Task Loss: 0.2844 || KD Loss: 0.0000|| Cost Time: 1:49:44 || Estimated Time: 4:10:20
2023-04-14 01:26:36,811 semantic_segmentation INFO: Iters: 12200/40000 || Lr: 0.014443 || Task Loss: 0.2755 || KD Loss: 0.0000|| Cost Time: 1:49:49 || Estimated Time: 4:10:13
2023-04-14 01:26:41,567 semantic_segmentation INFO: Iters: 12210/40000 || Lr: 0.014439 || Task Loss: 0.3080 || KD Loss: 0.0000|| Cost Time: 1:49:53 || Estimated Time: 4:10:06
2023-04-14 01:26:46,329 semantic_segmentation INFO: Iters: 12220/40000 || Lr: 0.014434 || Task Loss: 0.2863 || KD Loss: 0.0000|| Cost Time: 1:49:58 || Estimated Time: 4:10:00
2023-04-14 01:26:51,089 semantic_segmentation INFO: Iters: 12230/40000 || Lr: 0.014430 || Task Loss: 0.2775 || KD Loss: 0.0000|| Cost Time: 1:50:03 || Estimated Time: 4:09:53
2023-04-14 01:26:55,856 semantic_segmentation INFO: Iters: 12240/40000 || Lr: 0.014425 || Task Loss: 0.2680 || KD Loss: 0.0000|| Cost Time: 1:50:08 || Estimated Time: 4:09:46
2023-04-14 01:27:00,628 semantic_segmentation INFO: Iters: 12250/40000 || Lr: 0.014420 || Task Loss: 0.3269 || KD Loss: 0.0000|| Cost Time: 1:50:12 || Estimated Time: 4:09:39
2023-04-14 01:27:05,385 semantic_segmentation INFO: Iters: 12260/40000 || Lr: 0.014416 || Task Loss: 0.3046 || KD Loss: 0.0000|| Cost Time: 1:50:17 || Estimated Time: 4:09:32
2023-04-14 01:27:10,136 semantic_segmentation INFO: Iters: 12270/40000 || Lr: 0.014411 || Task Loss: 0.3188 || KD Loss: 0.0000|| Cost Time: 1:50:22 || Estimated Time: 4:09:25
2023-04-14 01:27:14,908 semantic_segmentation INFO: Iters: 12280/40000 || Lr: 0.014406 || Task Loss: 0.3403 || KD Loss: 0.0000|| Cost Time: 1:50:27 || Estimated Time: 4:09:19
2023-04-14 01:27:19,689 semantic_segmentation INFO: Iters: 12290/40000 || Lr: 0.014402 || Task Loss: 0.4178 || KD Loss: 0.0000|| Cost Time: 1:50:31 || Estimated Time: 4:09:12
2023-04-14 01:27:24,472 semantic_segmentation INFO: Iters: 12300/40000 || Lr: 0.014397 || Task Loss: 0.2530 || KD Loss: 0.0000|| Cost Time: 1:50:36 || Estimated Time: 4:09:05
2023-04-14 01:27:29,238 semantic_segmentation INFO: Iters: 12310/40000 || Lr: 0.014392 || Task Loss: 0.2163 || KD Loss: 0.0000|| Cost Time: 1:50:41 || Estimated Time: 4:08:58
2023-04-14 01:27:34,051 semantic_segmentation INFO: Iters: 12320/40000 || Lr: 0.014388 || Task Loss: 0.3263 || KD Loss: 0.0000|| Cost Time: 1:50:46 || Estimated Time: 4:08:52
2023-04-14 01:27:38,803 semantic_segmentation INFO: Iters: 12330/40000 || Lr: 0.014383 || Task Loss: 0.3543 || KD Loss: 0.0000|| Cost Time: 1:50:51 || Estimated Time: 4:08:45
2023-04-14 01:27:43,579 semantic_segmentation INFO: Iters: 12340/40000 || Lr: 0.014378 || Task Loss: 0.4043 || KD Loss: 0.0000|| Cost Time: 1:50:55 || Estimated Time: 4:08:38
2023-04-14 01:27:48,355 semantic_segmentation INFO: Iters: 12350/40000 || Lr: 0.014374 || Task Loss: 0.3085 || KD Loss: 0.0000|| Cost Time: 1:51:00 || Estimated Time: 4:08:31
2023-04-14 01:27:53,154 semantic_segmentation INFO: Iters: 12360/40000 || Lr: 0.014369 || Task Loss: 0.2820 || KD Loss: 0.0000|| Cost Time: 1:51:05 || Estimated Time: 4:08:24
2023-04-14 01:27:57,911 semantic_segmentation INFO: Iters: 12370/40000 || Lr: 0.014364 || Task Loss: 0.4332 || KD Loss: 0.0000|| Cost Time: 1:51:10 || Estimated Time: 4:08:18
2023-04-14 01:28:02,673 semantic_segmentation INFO: Iters: 12380/40000 || Lr: 0.014360 || Task Loss: 0.3488 || KD Loss: 0.0000|| Cost Time: 1:51:14 || Estimated Time: 4:08:11
2023-04-14 01:28:07,471 semantic_segmentation INFO: Iters: 12390/40000 || Lr: 0.014355 || Task Loss: 0.2733 || KD Loss: 0.0000|| Cost Time: 1:51:19 || Estimated Time: 4:08:04
2023-04-14 01:28:12,249 semantic_segmentation INFO: Iters: 12400/40000 || Lr: 0.014351 || Task Loss: 0.2542 || KD Loss: 0.0000|| Cost Time: 1:51:24 || Estimated Time: 4:07:57
2023-04-14 01:28:12,589 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:28:14,607 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.923, mIoU: 0.337
2023-04-14 01:28:14,807 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.947, mIoU: 0.435
2023-04-14 01:28:15,569 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.462
2023-04-14 01:28:15,661 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.493
2023-04-14 01:28:15,739 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.486
2023-04-14 01:28:15,815 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.487
2023-04-14 01:28:15,891 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.533
2023-04-14 01:28:15,964 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.564
2023-04-14 01:28:16,037 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.579
2023-04-14 01:28:16,109 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.626
2023-04-14 01:28:16,181 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.626
2023-04-14 01:28:16,254 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.649
2023-04-14 01:28:16,331 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.618
2023-04-14 01:28:16,405 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.614
2023-04-14 01:28:16,483 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.620
2023-04-14 01:28:16,560 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.616
2023-04-14 01:28:16,639 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.620
2023-04-14 01:28:16,712 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.618
2023-04-14 01:28:16,789 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.626
2023-04-14 01:28:16,863 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.629
2023-04-14 01:28:16,940 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.630
2023-04-14 01:28:17,013 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.605
2023-04-14 01:28:17,088 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.605
2023-04-14 01:28:17,161 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.614
2023-04-14 01:28:17,238 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.626
2023-04-14 01:28:17,309 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.627
2023-04-14 01:28:17,380 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.618
2023-04-14 01:28:17,453 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.616
2023-04-14 01:28:17,527 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 01:28:17,599 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 01:28:17,676 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 01:28:17,752 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.614
2023-04-14 01:28:17,830 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-14 01:28:17,908 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-14 01:28:17,984 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 01:28:18,062 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:28:18,136 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.614
2023-04-14 01:28:18,207 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 01:28:18,279 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.609
2023-04-14 01:28:18,347 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.610
2023-04-14 01:28:18,416 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-14 01:28:18,488 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.923, mIoU: 0.608
2023-04-14 01:28:18,562 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.608
2023-04-14 01:28:18,635 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.923, mIoU: 0.608
2023-04-14 01:28:18,715 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:28:18,793 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:28:18,878 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.605
2023-04-14 01:28:18,960 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-14 01:28:19,035 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 01:28:19,112 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.612
2023-04-14 01:28:19,188 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.611
2023-04-14 01:28:19,271 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.924, mIoU: 0.608
2023-04-14 01:28:19,346 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.609
2023-04-14 01:28:19,423 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.924, mIoU: 0.612
2023-04-14 01:28:19,496 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.610
2023-04-14 01:28:19,572 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.614
2023-04-14 01:28:19,641 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.614
2023-04-14 01:28:19,714 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 01:28:19,783 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-14 01:28:19,856 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-14 01:28:19,934 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:28:20,012 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.625
2023-04-14 01:28:20,090 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.622
2023-04-14 01:28:20,167 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 01:28:20,249 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-14 01:28:20,324 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 01:28:20,398 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.629
2023-04-14 01:28:20,470 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.630
2023-04-14 01:28:20,546 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.629
2023-04-14 01:28:20,620 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-14 01:28:20,692 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-14 01:28:20,774 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.627
2023-04-14 01:28:20,853 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:28:20,932 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:28:21,005 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.622
2023-04-14 01:28:21,078 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-14 01:28:21,149 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 01:28:21,224 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 01:28:21,300 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-14 01:28:21,379 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-14 01:28:21,459 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 01:28:21,533 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 01:28:21,607 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.624
2023-04-14 01:28:21,677 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.622
2023-04-14 01:28:21,749 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-14 01:28:21,817 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.620
2023-04-14 01:28:21,891 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.618
2023-04-14 01:28:21,960 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:28:22,037 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:28:22,109 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.617
2023-04-14 01:28:22,185 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.617
2023-04-14 01:28:22,260 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.608
2023-04-14 01:28:22,339 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:28:22,414 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.919, mIoU: 0.608
2023-04-14 01:28:22,491 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.920, mIoU: 0.608
2023-04-14 01:28:22,567 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.919, mIoU: 0.608
2023-04-14 01:28:22,643 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.919, mIoU: 0.607
2023-04-14 01:28:22,727 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.919, mIoU: 0.607
2023-04-14 01:28:22,804 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.919, mIoU: 0.607
2023-04-14 01:28:22,881 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:28:22,955 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.916, mIoU: 0.607
2023-04-14 01:28:23,032 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.916, mIoU: 0.605
2023-04-14 01:28:23,105 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.915, mIoU: 0.604
2023-04-14 01:28:23,180 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.915, mIoU: 0.604
2023-04-14 01:28:23,253 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.916, mIoU: 0.604
2023-04-14 01:28:23,328 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.916, mIoU: 0.604
2023-04-14 01:28:23,401 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.916, mIoU: 0.604
2023-04-14 01:28:23,472 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.916, mIoU: 0.605
2023-04-14 01:28:23,546 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.917, mIoU: 0.605
2023-04-14 01:28:23,622 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.916, mIoU: 0.605
2023-04-14 01:28:23,700 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.916, mIoU: 0.605
2023-04-14 01:28:23,776 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.916, mIoU: 0.605
2023-04-14 01:28:23,858 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.916, mIoU: 0.604
2023-04-14 01:28:23,931 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.917, mIoU: 0.604
2023-04-14 01:28:24,006 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.917, mIoU: 0.604
2023-04-14 01:28:24,079 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.917, mIoU: 0.604
2023-04-14 01:28:24,152 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.917, mIoU: 0.608
2023-04-14 01:28:24,222 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.917, mIoU: 0.609
2023-04-14 01:28:24,299 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.916, mIoU: 0.610
2023-04-14 01:28:24,376 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.916, mIoU: 0.610
2023-04-14 01:28:24,456 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.609
2023-04-14 01:28:24,535 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.609
2023-04-14 01:28:24,616 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.916, mIoU: 0.609
2023-04-14 01:28:24,695 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.613
2023-04-14 01:28:24,767 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.613
2023-04-14 01:28:24,840 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.916, mIoU: 0.613
2023-04-14 01:28:24,911 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.916, mIoU: 0.615
2023-04-14 01:28:24,984 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.615
2023-04-14 01:28:25,056 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.615
2023-04-14 01:28:25,132 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.916, mIoU: 0.615
2023-04-14 01:28:25,210 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-14 01:28:25,289 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-14 01:28:25,363 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-14 01:28:25,437 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 01:28:25,509 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 01:28:25,583 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 01:28:25,657 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 01:28:25,728 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 01:28:25,798 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.918, mIoU: 0.615
2023-04-14 01:28:25,870 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:28:25,945 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:26,020 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:26,097 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:28:26,173 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:28:26,251 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:28:26,327 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:28:26,399 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:28:26,475 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:26,545 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:26,616 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:28:26,688 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.918, mIoU: 0.619
2023-04-14 01:28:26,765 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:26,841 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:26,919 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:26,999 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.917, mIoU: 0.618
2023-04-14 01:28:27,077 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:27,153 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:27,225 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.918, mIoU: 0.618
2023-04-14 01:28:27,299 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:28:27,374 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:28:27,443 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:28:27,519 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-14 01:28:27,599 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.917, mIoU: 0.614
2023-04-14 01:28:27,677 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.917, mIoU: 0.615
2023-04-14 01:28:27,751 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.918, mIoU: 0.615
2023-04-14 01:28:27,823 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 01:28:27,901 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.918, mIoU: 0.615
2023-04-14 01:28:27,976 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.918, mIoU: 0.615
2023-04-14 01:28:28,050 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.919, mIoU: 0.615
2023-04-14 01:28:28,123 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.615
2023-04-14 01:28:28,198 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:28,270 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:28,346 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:28,422 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.919, mIoU: 0.615
2023-04-14 01:28:28,499 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:28,577 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:28,649 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:28,726 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:28,802 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:28,880 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:28,955 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:28:29,034 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-14 01:28:29,115 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.920, mIoU: 0.615
2023-04-14 01:28:29,192 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.920, mIoU: 0.615
2023-04-14 01:28:29,265 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.920, mIoU: 0.615
2023-04-14 01:28:29,340 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.920, mIoU: 0.615
2023-04-14 01:28:29,410 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.920, mIoU: 0.615
2023-04-14 01:28:29,481 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.920, mIoU: 0.615
2023-04-14 01:28:29,553 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.921, mIoU: 0.615
2023-04-14 01:28:29,631 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 01:28:29,707 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 01:28:29,784 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.921, mIoU: 0.615
2023-04-14 01:28:29,861 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 01:28:29,936 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 01:28:30,009 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 01:28:30,084 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 01:28:30,156 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 01:28:30,224 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 01:28:30,295 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 01:28:30,366 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 01:28:30,441 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 01:28:30,514 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:28:30,590 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-14 01:28:30,668 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-14 01:28:30,743 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-14 01:28:30,824 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-14 01:28:30,901 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-14 01:28:30,975 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 01:28:31,052 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 01:28:31,124 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 01:28:31,200 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 01:28:31,282 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 01:28:31,359 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:31,433 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:28:31,506 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:28:31,580 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:28:31,654 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 01:28:31,726 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:31,799 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:31,868 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:31,934 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 01:28:32,001 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 01:28:32,072 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 01:28:32,144 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 01:28:32,213 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 01:28:32,283 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 01:28:32,354 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 01:28:32,424 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.924, mIoU: 0.621
2023-04-14 01:28:32,493 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 01:28:32,562 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 01:28:32,631 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 01:28:32,697 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 01:28:32,766 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:32,834 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:32,903 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:32,972 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 01:28:33,039 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 01:28:33,108 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.923, mIoU: 0.619
2023-04-14 01:28:33,178 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:33,247 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:33,316 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:33,385 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:33,452 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 01:28:33,520 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 01:28:33,589 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 01:28:33,658 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 01:28:33,728 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 01:28:33,795 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 01:28:33,865 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 01:28:33,935 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 01:28:34,657 semantic_segmentation INFO: Overall validation pixAcc: 93.075, mIoU: 62.015
2023-04-14 01:28:39,602 semantic_segmentation INFO: Iters: 12410/40000 || Lr: 0.014346 || Task Loss: 0.4117 || KD Loss: 0.0000|| Cost Time: 1:51:51 || Estimated Time: 4:08:41
2023-04-14 01:28:44,322 semantic_segmentation INFO: Iters: 12420/40000 || Lr: 0.014341 || Task Loss: 0.3088 || KD Loss: 0.0000|| Cost Time: 1:51:56 || Estimated Time: 4:08:34
2023-04-14 01:28:49,044 semantic_segmentation INFO: Iters: 12430/40000 || Lr: 0.014337 || Task Loss: 0.4165 || KD Loss: 0.0000|| Cost Time: 1:52:01 || Estimated Time: 4:08:27
2023-04-14 01:28:53,837 semantic_segmentation INFO: Iters: 12440/40000 || Lr: 0.014332 || Task Loss: 0.3799 || KD Loss: 0.0000|| Cost Time: 1:52:06 || Estimated Time: 4:08:20
2023-04-14 01:28:58,598 semantic_segmentation INFO: Iters: 12450/40000 || Lr: 0.014327 || Task Loss: 0.3313 || KD Loss: 0.0000|| Cost Time: 1:52:10 || Estimated Time: 4:08:13
2023-04-14 01:29:03,307 semantic_segmentation INFO: Iters: 12460/40000 || Lr: 0.014323 || Task Loss: 0.5956 || KD Loss: 0.0000|| Cost Time: 1:52:15 || Estimated Time: 4:08:06
2023-04-14 01:29:08,084 semantic_segmentation INFO: Iters: 12470/40000 || Lr: 0.014318 || Task Loss: 0.3392 || KD Loss: 0.0000|| Cost Time: 1:52:20 || Estimated Time: 4:08:00
2023-04-14 01:29:12,809 semantic_segmentation INFO: Iters: 12480/40000 || Lr: 0.014313 || Task Loss: 0.2859 || KD Loss: 0.0000|| Cost Time: 1:52:25 || Estimated Time: 4:07:53
2023-04-14 01:29:17,568 semantic_segmentation INFO: Iters: 12490/40000 || Lr: 0.014309 || Task Loss: 0.2539 || KD Loss: 0.0000|| Cost Time: 1:52:29 || Estimated Time: 4:07:46
2023-04-14 01:29:22,360 semantic_segmentation INFO: Iters: 12500/40000 || Lr: 0.014304 || Task Loss: 0.3257 || KD Loss: 0.0000|| Cost Time: 1:52:34 || Estimated Time: 4:07:39
2023-04-14 01:29:27,061 semantic_segmentation INFO: Iters: 12510/40000 || Lr: 0.014299 || Task Loss: 0.3797 || KD Loss: 0.0000|| Cost Time: 1:52:39 || Estimated Time: 4:07:32
2023-04-14 01:29:31,804 semantic_segmentation INFO: Iters: 12520/40000 || Lr: 0.014295 || Task Loss: 0.3417 || KD Loss: 0.0000|| Cost Time: 1:52:44 || Estimated Time: 4:07:25
2023-04-14 01:29:36,555 semantic_segmentation INFO: Iters: 12530/40000 || Lr: 0.014290 || Task Loss: 0.3323 || KD Loss: 0.0000|| Cost Time: 1:52:48 || Estimated Time: 4:07:18
2023-04-14 01:29:41,304 semantic_segmentation INFO: Iters: 12540/40000 || Lr: 0.014285 || Task Loss: 0.3270 || KD Loss: 0.0000|| Cost Time: 1:52:53 || Estimated Time: 4:07:12
2023-04-14 01:29:46,053 semantic_segmentation INFO: Iters: 12550/40000 || Lr: 0.014281 || Task Loss: 0.2292 || KD Loss: 0.0000|| Cost Time: 1:52:58 || Estimated Time: 4:07:05
2023-04-14 01:29:50,759 semantic_segmentation INFO: Iters: 12560/40000 || Lr: 0.014276 || Task Loss: 0.2969 || KD Loss: 0.0000|| Cost Time: 1:53:03 || Estimated Time: 4:06:58
2023-04-14 01:29:55,471 semantic_segmentation INFO: Iters: 12570/40000 || Lr: 0.014272 || Task Loss: 0.2354 || KD Loss: 0.0000|| Cost Time: 1:53:07 || Estimated Time: 4:06:51
2023-04-14 01:30:00,269 semantic_segmentation INFO: Iters: 12580/40000 || Lr: 0.014267 || Task Loss: 0.2408 || KD Loss: 0.0000|| Cost Time: 1:53:12 || Estimated Time: 4:06:44
2023-04-14 01:30:05,042 semantic_segmentation INFO: Iters: 12590/40000 || Lr: 0.014262 || Task Loss: 0.2513 || KD Loss: 0.0000|| Cost Time: 1:53:17 || Estimated Time: 4:06:37
2023-04-14 01:30:09,799 semantic_segmentation INFO: Iters: 12600/40000 || Lr: 0.014258 || Task Loss: 0.3387 || KD Loss: 0.0000|| Cost Time: 1:53:22 || Estimated Time: 4:06:31
2023-04-14 01:30:14,524 semantic_segmentation INFO: Iters: 12610/40000 || Lr: 0.014253 || Task Loss: 0.3465 || KD Loss: 0.0000|| Cost Time: 1:53:26 || Estimated Time: 4:06:24
2023-04-14 01:30:19,317 semantic_segmentation INFO: Iters: 12620/40000 || Lr: 0.014248 || Task Loss: 0.4624 || KD Loss: 0.0000|| Cost Time: 1:53:31 || Estimated Time: 4:06:17
2023-04-14 01:30:24,094 semantic_segmentation INFO: Iters: 12630/40000 || Lr: 0.014244 || Task Loss: 0.3641 || KD Loss: 0.0000|| Cost Time: 1:53:36 || Estimated Time: 4:06:10
2023-04-14 01:30:28,868 semantic_segmentation INFO: Iters: 12640/40000 || Lr: 0.014239 || Task Loss: 0.2756 || KD Loss: 0.0000|| Cost Time: 1:53:41 || Estimated Time: 4:06:04
2023-04-14 01:30:33,642 semantic_segmentation INFO: Iters: 12650/40000 || Lr: 0.014234 || Task Loss: 0.3202 || KD Loss: 0.0000|| Cost Time: 1:53:45 || Estimated Time: 4:05:57
2023-04-14 01:30:38,415 semantic_segmentation INFO: Iters: 12660/40000 || Lr: 0.014230 || Task Loss: 0.2950 || KD Loss: 0.0000|| Cost Time: 1:53:50 || Estimated Time: 4:05:50
2023-04-14 01:30:43,151 semantic_segmentation INFO: Iters: 12670/40000 || Lr: 0.014225 || Task Loss: 0.4882 || KD Loss: 0.0000|| Cost Time: 1:53:55 || Estimated Time: 4:05:43
2023-04-14 01:30:47,888 semantic_segmentation INFO: Iters: 12680/40000 || Lr: 0.014220 || Task Loss: 0.2445 || KD Loss: 0.0000|| Cost Time: 1:54:00 || Estimated Time: 4:05:37
2023-04-14 01:30:52,683 semantic_segmentation INFO: Iters: 12690/40000 || Lr: 0.014216 || Task Loss: 0.3926 || KD Loss: 0.0000|| Cost Time: 1:54:04 || Estimated Time: 4:05:30
2023-04-14 01:30:57,454 semantic_segmentation INFO: Iters: 12700/40000 || Lr: 0.014211 || Task Loss: 0.2926 || KD Loss: 0.0000|| Cost Time: 1:54:09 || Estimated Time: 4:05:23
2023-04-14 01:31:02,221 semantic_segmentation INFO: Iters: 12710/40000 || Lr: 0.014206 || Task Loss: 0.2177 || KD Loss: 0.0000|| Cost Time: 1:54:14 || Estimated Time: 4:05:16
2023-04-14 01:31:06,948 semantic_segmentation INFO: Iters: 12720/40000 || Lr: 0.014202 || Task Loss: 0.2655 || KD Loss: 0.0000|| Cost Time: 1:54:19 || Estimated Time: 4:05:10
2023-04-14 01:31:11,710 semantic_segmentation INFO: Iters: 12730/40000 || Lr: 0.014197 || Task Loss: 0.2522 || KD Loss: 0.0000|| Cost Time: 1:54:23 || Estimated Time: 4:05:03
2023-04-14 01:31:16,474 semantic_segmentation INFO: Iters: 12740/40000 || Lr: 0.014192 || Task Loss: 0.2622 || KD Loss: 0.0000|| Cost Time: 1:54:28 || Estimated Time: 4:04:56
2023-04-14 01:31:21,258 semantic_segmentation INFO: Iters: 12750/40000 || Lr: 0.014188 || Task Loss: 0.2473 || KD Loss: 0.0000|| Cost Time: 1:54:33 || Estimated Time: 4:04:49
2023-04-14 01:31:25,996 semantic_segmentation INFO: Iters: 12760/40000 || Lr: 0.014183 || Task Loss: 0.2627 || KD Loss: 0.0000|| Cost Time: 1:54:38 || Estimated Time: 4:04:43
2023-04-14 01:31:30,760 semantic_segmentation INFO: Iters: 12770/40000 || Lr: 0.014178 || Task Loss: 0.2339 || KD Loss: 0.0000|| Cost Time: 1:54:43 || Estimated Time: 4:04:36
2023-04-14 01:31:35,556 semantic_segmentation INFO: Iters: 12780/40000 || Lr: 0.014174 || Task Loss: 0.2986 || KD Loss: 0.0000|| Cost Time: 1:54:47 || Estimated Time: 4:04:29
2023-04-14 01:31:40,322 semantic_segmentation INFO: Iters: 12790/40000 || Lr: 0.014169 || Task Loss: 0.2593 || KD Loss: 0.0000|| Cost Time: 1:54:52 || Estimated Time: 4:04:23
2023-04-14 01:31:45,086 semantic_segmentation INFO: Iters: 12800/40000 || Lr: 0.014165 || Task Loss: 0.3082 || KD Loss: 0.0000|| Cost Time: 1:54:57 || Estimated Time: 4:04:16
2023-04-14 01:31:45,426 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:31:47,966 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.396
2023-04-14 01:31:48,438 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.461
2023-04-14 01:31:48,543 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.463
2023-04-14 01:31:48,623 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.501
2023-04-14 01:31:48,706 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.494
2023-04-14 01:31:48,781 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.498
2023-04-14 01:31:48,851 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.553
2023-04-14 01:31:48,925 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.588
2023-04-14 01:31:48,998 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.587
2023-04-14 01:31:49,069 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.611
2023-04-14 01:31:49,140 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.624
2023-04-14 01:31:49,212 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.632
2023-04-14 01:31:49,297 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.619
2023-04-14 01:31:49,369 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.608
2023-04-14 01:31:49,442 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.588
2023-04-14 01:31:49,515 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.940, mIoU: 0.582
2023-04-14 01:31:49,586 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.584
2023-04-14 01:31:49,659 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.583
2023-04-14 01:31:49,738 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.592
2023-04-14 01:31:49,816 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.601
2023-04-14 01:31:49,896 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.602
2023-04-14 01:31:49,972 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.635
2023-04-14 01:31:50,050 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.636
2023-04-14 01:31:50,125 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.642
2023-04-14 01:31:50,200 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 01:31:50,272 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-14 01:31:50,348 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-14 01:31:50,423 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 01:31:50,501 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.641
2023-04-14 01:31:50,579 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:31:50,651 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:31:50,723 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.620
2023-04-14 01:31:50,795 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:31:50,864 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:31:50,942 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.618
2023-04-14 01:31:51,015 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.618
2023-04-14 01:31:51,091 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.617
2023-04-14 01:31:51,168 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 01:31:51,244 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:31:51,318 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 01:31:51,393 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 01:31:51,467 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.620
2023-04-14 01:31:51,542 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.620
2023-04-14 01:31:51,617 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:31:51,691 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 01:31:51,768 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.624
2023-04-14 01:31:51,847 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.623
2023-04-14 01:31:51,923 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.622
2023-04-14 01:31:51,999 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.624
2023-04-14 01:31:52,074 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.627
2023-04-14 01:31:52,149 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.627
2023-04-14 01:31:52,220 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.638
2023-04-14 01:31:52,289 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-14 01:31:52,360 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.642
2023-04-14 01:31:52,431 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.642
2023-04-14 01:31:52,502 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-14 01:31:52,573 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-14 01:31:52,649 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-14 01:31:52,727 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-14 01:31:52,801 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.648
2023-04-14 01:31:52,875 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-14 01:31:52,952 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.652
2023-04-14 01:31:53,027 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-14 01:31:53,102 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 01:31:53,176 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-14 01:31:53,247 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-14 01:31:53,320 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.654
2023-04-14 01:31:53,395 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-14 01:31:53,466 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-14 01:31:53,540 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 01:31:53,613 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 01:31:53,684 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 01:31:53,758 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 01:31:53,833 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 01:31:53,933 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-14 01:31:54,008 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-14 01:31:54,078 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-14 01:31:54,152 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-14 01:31:54,230 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-14 01:31:54,306 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-14 01:31:54,380 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.653
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2023-04-14 01:31:54,526 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-14 01:31:54,603 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 01:31:54,677 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 01:31:54,750 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 01:31:54,822 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 01:31:54,893 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 01:31:54,969 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 01:31:55,046 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 01:31:55,122 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 01:31:55,195 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-14 01:31:55,271 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-14 01:31:55,346 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-14 01:31:55,421 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 01:31:55,493 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 01:31:55,564 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-14 01:31:55,634 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-14 01:31:55,705 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-14 01:31:55,778 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.665
2023-04-14 01:31:55,848 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.664
2023-04-14 01:31:55,921 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.662
2023-04-14 01:31:55,995 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.663
2023-04-14 01:31:56,078 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.926, mIoU: 0.663
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2023-04-14 01:31:56,917 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.927, mIoU: 0.660
2023-04-14 01:31:56,989 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.659
2023-04-14 01:31:57,062 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.660
2023-04-14 01:31:57,132 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.656
2023-04-14 01:31:57,206 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.656
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2023-04-14 01:31:57,426 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.655
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2023-04-14 01:31:57,578 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.657
2023-04-14 01:31:57,654 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.656
2023-04-14 01:31:57,730 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.659
2023-04-14 01:31:57,806 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.660
2023-04-14 01:31:57,882 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.660
2023-04-14 01:31:57,958 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.659
2023-04-14 01:31:58,031 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.659
2023-04-14 01:31:58,103 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.659
2023-04-14 01:31:58,180 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.659
2023-04-14 01:31:58,252 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.659
2023-04-14 01:31:58,330 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:31:58,410 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:31:58,486 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:31:58,558 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.657
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2023-04-14 01:31:58,863 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:31:58,939 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:31:59,014 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.928, mIoU: 0.657
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2023-04-14 01:31:59,629 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:31:59,702 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:31:59,777 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.657
2023-04-14 01:31:59,851 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.657
2023-04-14 01:31:59,927 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:32:00,000 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:32:00,074 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.928, mIoU: 0.658
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2023-04-14 01:32:00,294 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 01:32:00,366 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.928, mIoU: 0.657
2023-04-14 01:32:00,435 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-14 01:32:00,509 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.928, mIoU: 0.654
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2023-04-14 01:32:00,663 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.928, mIoU: 0.654
2023-04-14 01:32:00,743 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.928, mIoU: 0.654
2023-04-14 01:32:00,817 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.929, mIoU: 0.654
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2023-04-14 01:32:01,109 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.929, mIoU: 0.655
2023-04-14 01:32:01,182 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.929, mIoU: 0.655
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2023-04-14 01:32:01,324 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-14 01:32:01,402 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-14 01:32:01,485 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.929, mIoU: 0.655
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2023-04-14 01:32:01,998 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.930, mIoU: 0.654
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2023-04-14 01:32:04,841 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.933, mIoU: 0.662
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2023-04-14 01:32:05,099 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-14 01:32:05,163 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-14 01:32:05,227 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 01:32:05,291 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 01:32:05,354 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 01:32:05,421 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-14 01:32:05,494 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-14 01:32:05,565 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-14 01:32:05,635 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-14 01:32:05,704 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:05,773 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:05,843 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 01:32:05,911 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:05,980 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:06,048 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 01:32:06,114 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 01:32:06,182 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 01:32:06,251 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 01:32:06,321 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 01:32:06,392 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:06,463 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:06,532 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-14 01:32:06,601 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:06,667 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:06,735 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:06,803 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 01:32:07,276 semantic_segmentation INFO: Overall validation pixAcc: 93.859, mIoU: 64.676
2023-04-14 01:32:12,392 semantic_segmentation INFO: Iters: 12810/40000 || Lr: 0.014160 || Task Loss: 0.3723 || KD Loss: 0.0000|| Cost Time: 1:55:24 || Estimated Time: 4:04:57
2023-04-14 01:32:17,161 semantic_segmentation INFO: Iters: 12820/40000 || Lr: 0.014155 || Task Loss: 0.3701 || KD Loss: 0.0000|| Cost Time: 1:55:29 || Estimated Time: 4:04:50
2023-04-14 01:32:21,907 semantic_segmentation INFO: Iters: 12830/40000 || Lr: 0.014151 || Task Loss: 0.3178 || KD Loss: 0.0000|| Cost Time: 1:55:34 || Estimated Time: 4:04:43
2023-04-14 01:32:26,697 semantic_segmentation INFO: Iters: 12840/40000 || Lr: 0.014146 || Task Loss: 0.2422 || KD Loss: 0.0000|| Cost Time: 1:55:38 || Estimated Time: 4:04:37
2023-04-14 01:32:31,469 semantic_segmentation INFO: Iters: 12850/40000 || Lr: 0.014141 || Task Loss: 0.3885 || KD Loss: 0.0000|| Cost Time: 1:55:43 || Estimated Time: 4:04:30
2023-04-14 01:32:36,235 semantic_segmentation INFO: Iters: 12860/40000 || Lr: 0.014137 || Task Loss: 0.3001 || KD Loss: 0.0000|| Cost Time: 1:55:48 || Estimated Time: 4:04:23
2023-04-14 01:32:41,056 semantic_segmentation INFO: Iters: 12870/40000 || Lr: 0.014132 || Task Loss: 0.2965 || KD Loss: 0.0000|| Cost Time: 1:55:53 || Estimated Time: 4:04:17
2023-04-14 01:32:45,905 semantic_segmentation INFO: Iters: 12880/40000 || Lr: 0.014127 || Task Loss: 0.3105 || KD Loss: 0.0000|| Cost Time: 1:55:58 || Estimated Time: 4:04:10
2023-04-14 01:32:50,736 semantic_segmentation INFO: Iters: 12890/40000 || Lr: 0.014123 || Task Loss: 0.5039 || KD Loss: 0.0000|| Cost Time: 1:56:03 || Estimated Time: 4:04:03
2023-04-14 01:32:55,492 semantic_segmentation INFO: Iters: 12900/40000 || Lr: 0.014118 || Task Loss: 0.3239 || KD Loss: 0.0000|| Cost Time: 1:56:07 || Estimated Time: 4:03:57
2023-04-14 01:33:00,278 semantic_segmentation INFO: Iters: 12910/40000 || Lr: 0.014113 || Task Loss: 0.3901 || KD Loss: 0.0000|| Cost Time: 1:56:12 || Estimated Time: 4:03:50
2023-04-14 01:33:05,063 semantic_segmentation INFO: Iters: 12920/40000 || Lr: 0.014109 || Task Loss: 0.4368 || KD Loss: 0.0000|| Cost Time: 1:56:17 || Estimated Time: 4:03:43
2023-04-14 01:33:09,839 semantic_segmentation INFO: Iters: 12930/40000 || Lr: 0.014104 || Task Loss: 0.2873 || KD Loss: 0.0000|| Cost Time: 1:56:22 || Estimated Time: 4:03:37
2023-04-14 01:33:14,625 semantic_segmentation INFO: Iters: 12940/40000 || Lr: 0.014099 || Task Loss: 0.3040 || KD Loss: 0.0000|| Cost Time: 1:56:26 || Estimated Time: 4:03:30
2023-04-14 01:33:19,404 semantic_segmentation INFO: Iters: 12950/40000 || Lr: 0.014095 || Task Loss: 0.2651 || KD Loss: 0.0000|| Cost Time: 1:56:31 || Estimated Time: 4:03:23
2023-04-14 01:33:24,166 semantic_segmentation INFO: Iters: 12960/40000 || Lr: 0.014090 || Task Loss: 0.3334 || KD Loss: 0.0000|| Cost Time: 1:56:36 || Estimated Time: 4:03:16
2023-04-14 01:33:29,037 semantic_segmentation INFO: Iters: 12970/40000 || Lr: 0.014085 || Task Loss: 0.4801 || KD Loss: 0.0000|| Cost Time: 1:56:41 || Estimated Time: 4:03:10
2023-04-14 01:33:33,890 semantic_segmentation INFO: Iters: 12980/40000 || Lr: 0.014081 || Task Loss: 0.3204 || KD Loss: 0.0000|| Cost Time: 1:56:46 || Estimated Time: 4:03:03
2023-04-14 01:33:38,672 semantic_segmentation INFO: Iters: 12990/40000 || Lr: 0.014076 || Task Loss: 0.2205 || KD Loss: 0.0000|| Cost Time: 1:56:50 || Estimated Time: 4:02:57
2023-04-14 01:33:43,499 semantic_segmentation INFO: Iters: 13000/40000 || Lr: 0.014071 || Task Loss: 0.3850 || KD Loss: 0.0000|| Cost Time: 1:56:55 || Estimated Time: 4:02:50
2023-04-14 01:33:48,335 semantic_segmentation INFO: Iters: 13010/40000 || Lr: 0.014067 || Task Loss: 0.2327 || KD Loss: 0.0000|| Cost Time: 1:57:00 || Estimated Time: 4:02:44
2023-04-14 01:33:53,127 semantic_segmentation INFO: Iters: 13020/40000 || Lr: 0.014062 || Task Loss: 0.3098 || KD Loss: 0.0000|| Cost Time: 1:57:05 || Estimated Time: 4:02:37
2023-04-14 01:33:57,913 semantic_segmentation INFO: Iters: 13030/40000 || Lr: 0.014057 || Task Loss: 0.3210 || KD Loss: 0.0000|| Cost Time: 1:57:10 || Estimated Time: 4:02:30
2023-04-14 01:34:02,670 semantic_segmentation INFO: Iters: 13040/40000 || Lr: 0.014053 || Task Loss: 0.3389 || KD Loss: 0.0000|| Cost Time: 1:57:14 || Estimated Time: 4:02:24
2023-04-14 01:34:07,545 semantic_segmentation INFO: Iters: 13050/40000 || Lr: 0.014048 || Task Loss: 0.3313 || KD Loss: 0.0000|| Cost Time: 1:57:19 || Estimated Time: 4:02:17
2023-04-14 01:34:12,366 semantic_segmentation INFO: Iters: 13060/40000 || Lr: 0.014043 || Task Loss: 0.2595 || KD Loss: 0.0000|| Cost Time: 1:57:24 || Estimated Time: 4:02:11
2023-04-14 01:34:17,178 semantic_segmentation INFO: Iters: 13070/40000 || Lr: 0.014039 || Task Loss: 0.3375 || KD Loss: 0.0000|| Cost Time: 1:57:29 || Estimated Time: 4:02:04
2023-04-14 01:34:22,020 semantic_segmentation INFO: Iters: 13080/40000 || Lr: 0.014034 || Task Loss: 0.2422 || KD Loss: 0.0000|| Cost Time: 1:57:34 || Estimated Time: 4:01:57
2023-04-14 01:34:26,824 semantic_segmentation INFO: Iters: 13090/40000 || Lr: 0.014030 || Task Loss: 0.2731 || KD Loss: 0.0000|| Cost Time: 1:57:39 || Estimated Time: 4:01:51
2023-04-14 01:34:31,624 semantic_segmentation INFO: Iters: 13100/40000 || Lr: 0.014025 || Task Loss: 0.4502 || KD Loss: 0.0000|| Cost Time: 1:57:43 || Estimated Time: 4:01:44
2023-04-14 01:34:36,451 semantic_segmentation INFO: Iters: 13110/40000 || Lr: 0.014020 || Task Loss: 0.3284 || KD Loss: 0.0000|| Cost Time: 1:57:48 || Estimated Time: 4:01:38
2023-04-14 01:34:41,271 semantic_segmentation INFO: Iters: 13120/40000 || Lr: 0.014016 || Task Loss: 0.3114 || KD Loss: 0.0000|| Cost Time: 1:57:53 || Estimated Time: 4:01:31
2023-04-14 01:34:46,030 semantic_segmentation INFO: Iters: 13130/40000 || Lr: 0.014011 || Task Loss: 0.3444 || KD Loss: 0.0000|| Cost Time: 1:57:58 || Estimated Time: 4:01:24
2023-04-14 01:34:50,794 semantic_segmentation INFO: Iters: 13140/40000 || Lr: 0.014006 || Task Loss: 0.3329 || KD Loss: 0.0000|| Cost Time: 1:58:03 || Estimated Time: 4:01:18
2023-04-14 01:34:55,614 semantic_segmentation INFO: Iters: 13150/40000 || Lr: 0.014002 || Task Loss: 0.4211 || KD Loss: 0.0000|| Cost Time: 1:58:07 || Estimated Time: 4:01:11
2023-04-14 01:35:00,426 semantic_segmentation INFO: Iters: 13160/40000 || Lr: 0.013997 || Task Loss: 0.2969 || KD Loss: 0.0000|| Cost Time: 1:58:12 || Estimated Time: 4:01:05
2023-04-14 01:35:05,281 semantic_segmentation INFO: Iters: 13170/40000 || Lr: 0.013992 || Task Loss: 0.2618 || KD Loss: 0.0000|| Cost Time: 1:58:17 || Estimated Time: 4:00:58
2023-04-14 01:35:10,052 semantic_segmentation INFO: Iters: 13180/40000 || Lr: 0.013988 || Task Loss: 0.1970 || KD Loss: 0.0000|| Cost Time: 1:58:22 || Estimated Time: 4:00:51
2023-04-14 01:35:14,947 semantic_segmentation INFO: Iters: 13190/40000 || Lr: 0.013983 || Task Loss: 0.3765 || KD Loss: 0.0000|| Cost Time: 1:58:27 || Estimated Time: 4:00:45
2023-04-14 01:35:19,744 semantic_segmentation INFO: Iters: 13200/40000 || Lr: 0.013978 || Task Loss: 0.3538 || KD Loss: 0.0000|| Cost Time: 1:58:32 || Estimated Time: 4:00:38
2023-04-14 01:35:20,030 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:35:22,786 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.388
2023-04-14 01:35:22,929 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.442
2023-04-14 01:35:23,141 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.470
2023-04-14 01:35:23,245 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.481
2023-04-14 01:35:23,329 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.472
2023-04-14 01:35:23,407 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.480
2023-04-14 01:35:23,484 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.469
2023-04-14 01:35:23,566 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.509
2023-04-14 01:35:23,640 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.546
2023-04-14 01:35:23,714 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.561
2023-04-14 01:35:23,787 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.574
2023-04-14 01:35:23,861 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.606
2023-04-14 01:35:23,934 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.602
2023-04-14 01:35:24,008 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.596
2023-04-14 01:35:24,082 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.938, mIoU: 0.605
2023-04-14 01:35:24,155 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.935, mIoU: 0.599
2023-04-14 01:35:24,228 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.933, mIoU: 0.601
2023-04-14 01:35:24,303 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.599
2023-04-14 01:35:24,380 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.932, mIoU: 0.605
2023-04-14 01:35:24,457 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.610
2023-04-14 01:35:24,532 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.934, mIoU: 0.610
2023-04-14 01:35:24,607 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.606
2023-04-14 01:35:24,680 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.609
2023-04-14 01:35:24,754 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.615
2023-04-14 01:35:24,828 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-14 01:35:24,901 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 01:35:24,978 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:35:25,057 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 01:35:25,131 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 01:35:25,203 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 01:35:25,275 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.633
2023-04-14 01:35:25,348 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.632
2023-04-14 01:35:25,421 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-14 01:35:25,492 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-14 01:35:25,567 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.631
2023-04-14 01:35:25,640 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.628
2023-04-14 01:35:25,713 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 01:35:25,789 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.623
2023-04-14 01:35:25,861 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 01:35:25,936 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 01:35:26,017 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:35:26,096 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:35:26,173 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.925, mIoU: 0.624
2023-04-14 01:35:26,249 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-14 01:35:26,327 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-14 01:35:26,404 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-14 01:35:26,480 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 01:35:26,562 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 01:35:26,638 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 01:35:26,717 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 01:35:26,791 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 01:35:26,862 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.619
2023-04-14 01:35:26,933 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 01:35:27,006 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 01:35:27,079 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 01:35:27,155 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.623
2023-04-14 01:35:27,230 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.624
2023-04-14 01:35:27,306 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.631
2023-04-14 01:35:27,382 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-14 01:35:27,457 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.632
2023-04-14 01:35:27,535 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 01:35:27,621 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 01:35:27,695 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.635
2023-04-14 01:35:27,771 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-14 01:35:27,849 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 01:35:27,930 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 01:35:28,007 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:35:28,080 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:35:28,154 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.638
2023-04-14 01:35:28,228 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-14 01:35:28,302 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-14 01:35:28,376 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.632
2023-04-14 01:35:28,454 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-14 01:35:28,530 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 01:35:28,604 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-14 01:35:28,681 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-14 01:35:28,755 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-14 01:35:28,832 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-14 01:35:28,906 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-14 01:35:28,981 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.924, mIoU: 0.631
2023-04-14 01:35:29,059 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-14 01:35:29,138 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:35:29,215 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:35:29,287 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.923, mIoU: 0.631
2023-04-14 01:35:29,358 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 01:35:29,434 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 01:35:29,508 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:35:29,581 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 01:35:29,651 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:35:29,723 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:35:29,799 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 01:35:29,873 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.922, mIoU: 0.639
2023-04-14 01:35:29,948 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.922, mIoU: 0.638
2023-04-14 01:35:30,021 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:30,098 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:35:30,169 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 01:35:30,245 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:30,317 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.638
2023-04-14 01:35:30,391 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:35:30,464 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:35:30,538 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.922, mIoU: 0.640
2023-04-14 01:35:30,613 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.922, mIoU: 0.638
2023-04-14 01:35:30,685 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.638
2023-04-14 01:35:30,758 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.922, mIoU: 0.638
2023-04-14 01:35:30,833 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.922, mIoU: 0.638
2023-04-14 01:35:30,909 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:30,985 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:31,060 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:35:31,136 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:35:31,211 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.922, mIoU: 0.637
2023-04-14 01:35:31,287 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.637
2023-04-14 01:35:31,361 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.637
2023-04-14 01:35:31,437 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.637
2023-04-14 01:35:31,512 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.637
2023-04-14 01:35:31,589 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.923, mIoU: 0.636
2023-04-14 01:35:31,662 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.922, mIoU: 0.636
2023-04-14 01:35:31,738 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.922, mIoU: 0.636
2023-04-14 01:35:31,819 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.922, mIoU: 0.635
2023-04-14 01:35:31,895 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-14 01:35:31,970 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.639
2023-04-14 01:35:32,043 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.922, mIoU: 0.638
2023-04-14 01:35:32,117 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-14 01:35:32,186 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.922, mIoU: 0.638
2023-04-14 01:35:32,263 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.922, mIoU: 0.640
2023-04-14 01:35:32,338 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.640
2023-04-14 01:35:32,416 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.642
2023-04-14 01:35:32,493 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.921, mIoU: 0.643
2023-04-14 01:35:32,571 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-14 01:35:32,647 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.921, mIoU: 0.642
2023-04-14 01:35:32,727 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.642
2023-04-14 01:35:32,798 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.642
2023-04-14 01:35:32,870 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.922, mIoU: 0.642
2023-04-14 01:35:32,945 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:35:33,017 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:35:33,094 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:33,174 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:33,251 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:33,331 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:35:33,404 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:35:33,481 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:35:33,551 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:35:33,623 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:35:33,696 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:35:33,773 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:35:33,853 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:35:33,928 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:35:34,004 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:34,081 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:34,154 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:34,229 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:34,300 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:35:34,371 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:34,443 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-14 01:35:34,516 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:34,593 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-14 01:35:34,676 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-14 01:35:34,754 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:35:34,825 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-14 01:35:34,900 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-14 01:35:34,977 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.923, mIoU: 0.637
2023-04-14 01:35:35,050 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.924, mIoU: 0.637
2023-04-14 01:35:35,124 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.923, mIoU: 0.635
2023-04-14 01:35:35,195 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 01:35:35,265 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 01:35:35,338 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 01:35:35,418 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-14 01:35:35,495 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 01:35:35,576 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.923, mIoU: 0.634
2023-04-14 01:35:35,652 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 01:35:35,729 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 01:35:35,804 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 01:35:35,876 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-14 01:35:35,948 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-14 01:35:36,024 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:35:36,097 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:35:36,170 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-14 01:35:36,244 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 01:35:36,321 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 01:35:36,396 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.924, mIoU: 0.634
2023-04-14 01:35:36,472 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 01:35:36,545 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 01:35:36,620 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 01:35:36,698 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 01:35:36,770 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:35:36,844 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 01:35:36,918 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:35:36,993 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:35:37,070 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:35:37,145 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:35:37,221 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:35:37,296 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:35:37,371 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:35:37,448 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 01:35:37,524 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 01:35:37,598 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 01:35:37,672 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:35:37,751 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:35:37,832 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:35:37,909 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.926, mIoU: 0.633
2023-04-14 01:35:37,987 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:35:38,059 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.926, mIoU: 0.637
2023-04-14 01:35:38,131 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.926, mIoU: 0.637
2023-04-14 01:35:38,204 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.926, mIoU: 0.637
2023-04-14 01:35:38,280 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.926, mIoU: 0.637
2023-04-14 01:35:38,358 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:35:38,433 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:35:38,511 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:35:38,586 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:38,671 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:38,746 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:38,822 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:38,901 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:38,976 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:39,056 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:39,130 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:39,202 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:39,273 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:35:39,345 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:35:39,417 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:35:39,483 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:35:39,548 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:35:39,615 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:35:39,679 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:35:39,742 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:35:39,806 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:35:39,870 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:35:39,934 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:35:39,997 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:35:40,059 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:35:40,122 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:35:40,184 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:40,247 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:35:40,317 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-14 01:35:40,385 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:35:40,454 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:35:40,527 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:35:40,597 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:35:40,668 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:35:40,738 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 01:35:40,807 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 01:35:40,877 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 01:35:40,947 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 01:35:41,014 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 01:35:41,084 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:35:41,156 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:35:41,226 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:35:41,295 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:35:41,361 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:35:41,431 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:35:41,500 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:35:42,103 semantic_segmentation INFO: Overall validation pixAcc: 93.253, mIoU: 62.598
2023-04-14 01:35:47,119 semantic_segmentation INFO: Iters: 13210/40000 || Lr: 0.013974 || Task Loss: 0.2454 || KD Loss: 0.0000|| Cost Time: 1:58:59 || Estimated Time: 4:01:18
2023-04-14 01:35:51,882 semantic_segmentation INFO: Iters: 13220/40000 || Lr: 0.013969 || Task Loss: 0.4909 || KD Loss: 0.0000|| Cost Time: 1:59:04 || Estimated Time: 4:01:11
2023-04-14 01:35:56,635 semantic_segmentation INFO: Iters: 13230/40000 || Lr: 0.013964 || Task Loss: 0.2306 || KD Loss: 0.0000|| Cost Time: 1:59:08 || Estimated Time: 4:01:04
2023-04-14 01:36:01,394 semantic_segmentation INFO: Iters: 13240/40000 || Lr: 0.013960 || Task Loss: 0.2393 || KD Loss: 0.0000|| Cost Time: 1:59:13 || Estimated Time: 4:00:58
2023-04-14 01:36:06,165 semantic_segmentation INFO: Iters: 13250/40000 || Lr: 0.013955 || Task Loss: 0.2971 || KD Loss: 0.0000|| Cost Time: 1:59:18 || Estimated Time: 4:00:51
2023-04-14 01:36:10,943 semantic_segmentation INFO: Iters: 13260/40000 || Lr: 0.013950 || Task Loss: 0.3052 || KD Loss: 0.0000|| Cost Time: 1:59:23 || Estimated Time: 4:00:44
2023-04-14 01:36:15,733 semantic_segmentation INFO: Iters: 13270/40000 || Lr: 0.013946 || Task Loss: 0.4017 || KD Loss: 0.0000|| Cost Time: 1:59:28 || Estimated Time: 4:00:38
2023-04-14 01:36:20,554 semantic_segmentation INFO: Iters: 13280/40000 || Lr: 0.013941 || Task Loss: 0.1806 || KD Loss: 0.0000|| Cost Time: 1:59:32 || Estimated Time: 4:00:31
2023-04-14 01:36:25,365 semantic_segmentation INFO: Iters: 13290/40000 || Lr: 0.013936 || Task Loss: 0.2140 || KD Loss: 0.0000|| Cost Time: 1:59:37 || Estimated Time: 4:00:24
2023-04-14 01:36:30,116 semantic_segmentation INFO: Iters: 13300/40000 || Lr: 0.013932 || Task Loss: 0.3192 || KD Loss: 0.0000|| Cost Time: 1:59:42 || Estimated Time: 4:00:18
2023-04-14 01:36:34,913 semantic_segmentation INFO: Iters: 13310/40000 || Lr: 0.013927 || Task Loss: 0.2944 || KD Loss: 0.0000|| Cost Time: 1:59:47 || Estimated Time: 4:00:11
2023-04-14 01:36:39,708 semantic_segmentation INFO: Iters: 13320/40000 || Lr: 0.013922 || Task Loss: 0.4632 || KD Loss: 0.0000|| Cost Time: 1:59:51 || Estimated Time: 4:00:04
2023-04-14 01:36:44,468 semantic_segmentation INFO: Iters: 13330/40000 || Lr: 0.013918 || Task Loss: 0.3664 || KD Loss: 0.0000|| Cost Time: 1:59:56 || Estimated Time: 3:59:58
2023-04-14 01:36:49,311 semantic_segmentation INFO: Iters: 13340/40000 || Lr: 0.013913 || Task Loss: 0.2786 || KD Loss: 0.0000|| Cost Time: 2:00:01 || Estimated Time: 3:59:51
2023-04-14 01:36:54,087 semantic_segmentation INFO: Iters: 13350/40000 || Lr: 0.013908 || Task Loss: 0.2660 || KD Loss: 0.0000|| Cost Time: 2:00:06 || Estimated Time: 3:59:45
2023-04-14 01:36:58,869 semantic_segmentation INFO: Iters: 13360/40000 || Lr: 0.013904 || Task Loss: 0.2621 || KD Loss: 0.0000|| Cost Time: 2:00:11 || Estimated Time: 3:59:38
2023-04-14 01:37:03,674 semantic_segmentation INFO: Iters: 13370/40000 || Lr: 0.013899 || Task Loss: 0.2975 || KD Loss: 0.0000|| Cost Time: 2:00:15 || Estimated Time: 3:59:31
2023-04-14 01:37:08,496 semantic_segmentation INFO: Iters: 13380/40000 || Lr: 0.013894 || Task Loss: 0.2594 || KD Loss: 0.0000|| Cost Time: 2:00:20 || Estimated Time: 3:59:25
2023-04-14 01:37:13,273 semantic_segmentation INFO: Iters: 13390/40000 || Lr: 0.013890 || Task Loss: 0.2475 || KD Loss: 0.0000|| Cost Time: 2:00:25 || Estimated Time: 3:59:18
2023-04-14 01:37:18,053 semantic_segmentation INFO: Iters: 13400/40000 || Lr: 0.013885 || Task Loss: 0.4269 || KD Loss: 0.0000|| Cost Time: 2:00:30 || Estimated Time: 3:59:12
2023-04-14 01:37:22,845 semantic_segmentation INFO: Iters: 13410/40000 || Lr: 0.013880 || Task Loss: 0.2333 || KD Loss: 0.0000|| Cost Time: 2:00:35 || Estimated Time: 3:59:05
2023-04-14 01:37:27,613 semantic_segmentation INFO: Iters: 13420/40000 || Lr: 0.013876 || Task Loss: 0.2808 || KD Loss: 0.0000|| Cost Time: 2:00:39 || Estimated Time: 3:58:58
2023-04-14 01:37:32,383 semantic_segmentation INFO: Iters: 13430/40000 || Lr: 0.013871 || Task Loss: 0.2304 || KD Loss: 0.0000|| Cost Time: 2:00:44 || Estimated Time: 3:58:52
2023-04-14 01:37:37,188 semantic_segmentation INFO: Iters: 13440/40000 || Lr: 0.013866 || Task Loss: 0.3428 || KD Loss: 0.0000|| Cost Time: 2:00:49 || Estimated Time: 3:58:45
2023-04-14 01:37:42,007 semantic_segmentation INFO: Iters: 13450/40000 || Lr: 0.013862 || Task Loss: 0.1879 || KD Loss: 0.0000|| Cost Time: 2:00:54 || Estimated Time: 3:58:39
2023-04-14 01:37:46,796 semantic_segmentation INFO: Iters: 13460/40000 || Lr: 0.013857 || Task Loss: 0.2620 || KD Loss: 0.0000|| Cost Time: 2:00:59 || Estimated Time: 3:58:32
2023-04-14 01:37:51,578 semantic_segmentation INFO: Iters: 13470/40000 || Lr: 0.013852 || Task Loss: 0.4453 || KD Loss: 0.0000|| Cost Time: 2:01:03 || Estimated Time: 3:58:26
2023-04-14 01:37:56,346 semantic_segmentation INFO: Iters: 13480/40000 || Lr: 0.013848 || Task Loss: 0.2502 || KD Loss: 0.0000|| Cost Time: 2:01:08 || Estimated Time: 3:58:19
2023-04-14 01:38:01,187 semantic_segmentation INFO: Iters: 13490/40000 || Lr: 0.013843 || Task Loss: 0.3843 || KD Loss: 0.0000|| Cost Time: 2:01:13 || Estimated Time: 3:58:12
2023-04-14 01:38:05,977 semantic_segmentation INFO: Iters: 13500/40000 || Lr: 0.013838 || Task Loss: 0.2930 || KD Loss: 0.0000|| Cost Time: 2:01:18 || Estimated Time: 3:58:06
2023-04-14 01:38:10,750 semantic_segmentation INFO: Iters: 13510/40000 || Lr: 0.013834 || Task Loss: 0.3322 || KD Loss: 0.0000|| Cost Time: 2:01:23 || Estimated Time: 3:57:59
2023-04-14 01:38:15,572 semantic_segmentation INFO: Iters: 13520/40000 || Lr: 0.013829 || Task Loss: 0.3603 || KD Loss: 0.0000|| Cost Time: 2:01:27 || Estimated Time: 3:57:53
2023-04-14 01:38:20,383 semantic_segmentation INFO: Iters: 13530/40000 || Lr: 0.013824 || Task Loss: 0.3885 || KD Loss: 0.0000|| Cost Time: 2:01:32 || Estimated Time: 3:57:46
2023-04-14 01:38:25,167 semantic_segmentation INFO: Iters: 13540/40000 || Lr: 0.013820 || Task Loss: 0.2828 || KD Loss: 0.0000|| Cost Time: 2:01:37 || Estimated Time: 3:57:40
2023-04-14 01:38:29,933 semantic_segmentation INFO: Iters: 13550/40000 || Lr: 0.013815 || Task Loss: 0.2760 || KD Loss: 0.0000|| Cost Time: 2:01:42 || Estimated Time: 3:57:33
2023-04-14 01:38:34,742 semantic_segmentation INFO: Iters: 13560/40000 || Lr: 0.013810 || Task Loss: 0.4283 || KD Loss: 0.0000|| Cost Time: 2:01:47 || Estimated Time: 3:57:27
2023-04-14 01:38:39,627 semantic_segmentation INFO: Iters: 13570/40000 || Lr: 0.013806 || Task Loss: 0.3744 || KD Loss: 0.0000|| Cost Time: 2:01:51 || Estimated Time: 3:57:20
2023-04-14 01:38:44,412 semantic_segmentation INFO: Iters: 13580/40000 || Lr: 0.013801 || Task Loss: 0.2338 || KD Loss: 0.0000|| Cost Time: 2:01:56 || Estimated Time: 3:57:14
2023-04-14 01:38:49,179 semantic_segmentation INFO: Iters: 13590/40000 || Lr: 0.013796 || Task Loss: 0.2680 || KD Loss: 0.0000|| Cost Time: 2:02:01 || Estimated Time: 3:57:07
2023-04-14 01:38:53,987 semantic_segmentation INFO: Iters: 13600/40000 || Lr: 0.013792 || Task Loss: 0.2071 || KD Loss: 0.0000|| Cost Time: 2:02:06 || Estimated Time: 3:57:01
2023-04-14 01:38:54,336 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:38:56,905 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.901, mIoU: 0.368
2023-04-14 01:38:57,136 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.922, mIoU: 0.407
2023-04-14 01:38:57,310 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.936, mIoU: 0.440
2023-04-14 01:38:57,395 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.942, mIoU: 0.476
2023-04-14 01:38:57,483 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.944, mIoU: 0.466
2023-04-14 01:38:57,562 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.948, mIoU: 0.470
2023-04-14 01:38:57,646 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.947, mIoU: 0.499
2023-04-14 01:38:57,725 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.500
2023-04-14 01:38:57,795 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.946, mIoU: 0.531
2023-04-14 01:38:57,868 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.944, mIoU: 0.580
2023-04-14 01:38:57,937 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.579
2023-04-14 01:38:58,005 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.588
2023-04-14 01:38:58,074 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.936, mIoU: 0.588
2023-04-14 01:38:58,146 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.934, mIoU: 0.580
2023-04-14 01:38:58,220 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.931, mIoU: 0.566
2023-04-14 01:38:58,294 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.930, mIoU: 0.562
2023-04-14 01:38:58,369 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.567
2023-04-14 01:38:58,448 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.930, mIoU: 0.568
2023-04-14 01:38:58,523 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.577
2023-04-14 01:38:58,598 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.932, mIoU: 0.584
2023-04-14 01:38:58,680 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.591
2023-04-14 01:38:58,758 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.599
2023-04-14 01:38:58,829 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.602
2023-04-14 01:38:58,902 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.607
2023-04-14 01:38:58,973 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 01:38:59,045 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-14 01:38:59,119 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:38:59,196 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.619
2023-04-14 01:38:59,272 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 01:38:59,347 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.616
2023-04-14 01:38:59,419 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-14 01:38:59,493 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-14 01:38:59,567 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 01:38:59,640 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.927, mIoU: 0.618
2023-04-14 01:38:59,715 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:38:59,785 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:38:59,855 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.617
2023-04-14 01:38:59,927 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 01:39:00,000 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 01:39:00,073 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 01:39:00,149 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:39:00,225 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:39:00,301 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 01:39:00,377 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:39:00,457 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.620
2023-04-14 01:39:00,534 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.621
2023-04-14 01:39:00,608 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.618
2023-04-14 01:39:00,681 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.617
2023-04-14 01:39:00,753 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.620
2023-04-14 01:39:00,832 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 01:39:00,910 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 01:39:00,986 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.620
2023-04-14 01:39:01,065 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:39:01,146 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:39:01,219 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-14 01:39:01,291 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-14 01:39:01,360 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-14 01:39:01,441 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-14 01:39:01,513 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 01:39:01,586 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-14 01:39:01,664 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:39:01,743 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:39:01,820 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-14 01:39:01,893 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 01:39:01,967 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:39:02,042 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:39:02,115 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.924, mIoU: 0.631
2023-04-14 01:39:02,191 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.924, mIoU: 0.631
2023-04-14 01:39:02,268 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-14 01:39:02,354 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-14 01:39:02,436 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-14 01:39:02,513 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 01:39:02,587 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 01:39:02,671 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 01:39:02,746 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 01:39:02,819 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 01:39:02,889 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.926, mIoU: 0.631
2023-04-14 01:39:02,962 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:39:03,034 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.925, mIoU: 0.628
2023-04-14 01:39:03,109 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-14 01:39:03,183 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.631
2023-04-14 01:39:03,255 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.630
2023-04-14 01:39:03,329 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-14 01:39:03,400 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.923, mIoU: 0.628
2023-04-14 01:39:03,472 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-14 01:39:03,543 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-14 01:39:03,618 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-14 01:39:03,697 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-14 01:39:03,777 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:39:03,853 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 01:39:03,929 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 01:39:04,006 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-14 01:39:04,080 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-14 01:39:04,154 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 01:39:04,228 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 01:39:04,304 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-14 01:39:04,382 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 01:39:04,463 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 01:39:04,544 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 01:39:04,627 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-14 01:39:04,704 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.618
2023-04-14 01:39:04,782 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.617
2023-04-14 01:39:04,854 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:04,930 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:05,006 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:05,084 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.618
2023-04-14 01:39:05,158 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-14 01:39:05,231 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-14 01:39:05,301 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-14 01:39:05,377 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:05,448 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:05,520 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:39:05,594 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:39:05,665 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.616
2023-04-14 01:39:05,741 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-14 01:39:05,814 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.920, mIoU: 0.616
2023-04-14 01:39:05,891 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.619
2023-04-14 01:39:05,971 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.920, mIoU: 0.620
2023-04-14 01:39:06,048 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.919, mIoU: 0.618
2023-04-14 01:39:06,126 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:06,199 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:06,274 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:06,346 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:06,419 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.919, mIoU: 0.619
2023-04-14 01:39:06,494 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.617
2023-04-14 01:39:06,570 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 01:39:06,646 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 01:39:06,726 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-14 01:39:06,800 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.918, mIoU: 0.614
2023-04-14 01:39:06,876 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-14 01:39:06,946 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-14 01:39:07,016 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.614
2023-04-14 01:39:07,090 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:07,163 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:07,235 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.920, mIoU: 0.614
2023-04-14 01:39:07,308 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 01:39:07,383 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 01:39:07,461 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.613
2023-04-14 01:39:07,536 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:07,613 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.920, mIoU: 0.614
2023-04-14 01:39:07,689 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:07,767 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-14 01:39:07,843 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-14 01:39:07,914 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-14 01:39:07,987 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-14 01:39:08,057 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:08,135 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:08,217 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:08,300 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:08,377 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.920, mIoU: 0.612
2023-04-14 01:39:08,450 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:08,527 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.613
2023-04-14 01:39:08,603 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.920, mIoU: 0.613
2023-04-14 01:39:08,679 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.921, mIoU: 0.613
2023-04-14 01:39:08,755 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 01:39:08,830 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.921, mIoU: 0.615
2023-04-14 01:39:08,907 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.921, mIoU: 0.615
2023-04-14 01:39:08,986 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 01:39:09,062 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 01:39:09,137 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.614
2023-04-14 01:39:09,211 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.613
2023-04-14 01:39:09,280 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-14 01:39:09,354 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.920, mIoU: 0.611
2023-04-14 01:39:09,430 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.610
2023-04-14 01:39:09,506 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.920, mIoU: 0.610
2023-04-14 01:39:09,581 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.920, mIoU: 0.610
2023-04-14 01:39:09,658 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-14 01:39:09,737 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-14 01:39:09,810 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.921, mIoU: 0.611
2023-04-14 01:39:09,882 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.921, mIoU: 0.611
2023-04-14 01:39:09,956 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.921, mIoU: 0.611
2023-04-14 01:39:10,028 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.921, mIoU: 0.610
2023-04-14 01:39:10,099 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.922, mIoU: 0.610
2023-04-14 01:39:10,174 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.922, mIoU: 0.610
2023-04-14 01:39:10,250 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:10,329 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.921, mIoU: 0.611
2023-04-14 01:39:10,404 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.921, mIoU: 0.611
2023-04-14 01:39:10,478 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.921, mIoU: 0.611
2023-04-14 01:39:10,554 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.921, mIoU: 0.611
2023-04-14 01:39:10,629 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:10,706 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:10,783 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:10,856 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:10,927 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:11,002 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:11,079 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:11,158 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.923, mIoU: 0.611
2023-04-14 01:39:11,232 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.923, mIoU: 0.611
2023-04-14 01:39:11,305 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.923, mIoU: 0.611
2023-04-14 01:39:11,377 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.923, mIoU: 0.611
2023-04-14 01:39:11,456 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.923, mIoU: 0.612
2023-04-14 01:39:11,529 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.923, mIoU: 0.611
2023-04-14 01:39:11,607 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.923, mIoU: 0.612
2023-04-14 01:39:11,678 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:11,752 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.922, mIoU: 0.611
2023-04-14 01:39:11,826 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.922, mIoU: 0.608
2023-04-14 01:39:11,909 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.922, mIoU: 0.608
2023-04-14 01:39:11,988 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.922, mIoU: 0.608
2023-04-14 01:39:12,067 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.922, mIoU: 0.607
2023-04-14 01:39:12,139 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.922, mIoU: 0.606
2023-04-14 01:39:12,212 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-14 01:39:12,288 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.922, mIoU: 0.609
2023-04-14 01:39:12,360 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.923, mIoU: 0.609
2023-04-14 01:39:12,435 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.923, mIoU: 0.609
2023-04-14 01:39:12,512 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.923, mIoU: 0.609
2023-04-14 01:39:12,590 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.923, mIoU: 0.609
2023-04-14 01:39:12,668 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.923, mIoU: 0.609
2023-04-14 01:39:12,744 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.923, mIoU: 0.608
2023-04-14 01:39:12,821 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.923, mIoU: 0.608
2023-04-14 01:39:12,899 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 01:39:12,971 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 01:39:13,044 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.923, mIoU: 0.608
2023-04-14 01:39:13,118 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.923, mIoU: 0.608
2023-04-14 01:39:13,197 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.923, mIoU: 0.609
2023-04-14 01:39:13,271 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.924, mIoU: 0.609
2023-04-14 01:39:13,347 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.924, mIoU: 0.609
2023-04-14 01:39:13,427 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.924, mIoU: 0.609
2023-04-14 01:39:13,501 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.924, mIoU: 0.609
2023-04-14 01:39:13,576 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.924, mIoU: 0.609
2023-04-14 01:39:13,646 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.924, mIoU: 0.609
2023-04-14 01:39:13,718 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.924, mIoU: 0.611
2023-04-14 01:39:13,790 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.924, mIoU: 0.612
2023-04-14 01:39:13,861 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.924, mIoU: 0.612
2023-04-14 01:39:13,931 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.924, mIoU: 0.612
2023-04-14 01:39:14,001 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.925, mIoU: 0.612
2023-04-14 01:39:14,071 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.925, mIoU: 0.612
2023-04-14 01:39:14,140 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.925, mIoU: 0.612
2023-04-14 01:39:14,216 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.925, mIoU: 0.612
2023-04-14 01:39:14,285 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.924, mIoU: 0.608
2023-04-14 01:39:14,353 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:39:14,420 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:39:14,487 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:39:14,554 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:39:14,621 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:39:14,688 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:39:14,757 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:39:14,825 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:39:14,895 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:39:14,965 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:39:15,035 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:39:15,104 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:39:15,174 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:39:15,241 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:39:15,309 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.924, mIoU: 0.608
2023-04-14 01:39:15,377 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.924, mIoU: 0.608
2023-04-14 01:39:15,444 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.924, mIoU: 0.609
2023-04-14 01:39:15,512 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.924, mIoU: 0.608
2023-04-14 01:39:15,579 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.924, mIoU: 0.608
2023-04-14 01:39:15,650 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.924, mIoU: 0.608
2023-04-14 01:39:15,720 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.924, mIoU: 0.608
2023-04-14 01:39:16,317 semantic_segmentation INFO: Overall validation pixAcc: 93.067, mIoU: 61.754
2023-04-14 01:39:21,289 semantic_segmentation INFO: Iters: 13610/40000 || Lr: 0.013787 || Task Loss: 0.2482 || KD Loss: 0.0000|| Cost Time: 2:02:33 || Estimated Time: 3:57:38
2023-04-14 01:39:26,041 semantic_segmentation INFO: Iters: 13620/40000 || Lr: 0.013782 || Task Loss: 0.2278 || KD Loss: 0.0000|| Cost Time: 2:02:38 || Estimated Time: 3:57:31
2023-04-14 01:39:30,802 semantic_segmentation INFO: Iters: 13630/40000 || Lr: 0.013778 || Task Loss: 0.2802 || KD Loss: 0.0000|| Cost Time: 2:02:43 || Estimated Time: 3:57:24
2023-04-14 01:39:35,579 semantic_segmentation INFO: Iters: 13640/40000 || Lr: 0.013773 || Task Loss: 0.2154 || KD Loss: 0.0000|| Cost Time: 2:02:47 || Estimated Time: 3:57:18
2023-04-14 01:39:40,386 semantic_segmentation INFO: Iters: 13650/40000 || Lr: 0.013768 || Task Loss: 0.2991 || KD Loss: 0.0000|| Cost Time: 2:02:52 || Estimated Time: 3:57:11
2023-04-14 01:39:45,176 semantic_segmentation INFO: Iters: 13660/40000 || Lr: 0.013764 || Task Loss: 0.4676 || KD Loss: 0.0000|| Cost Time: 2:02:57 || Estimated Time: 3:57:05
2023-04-14 01:39:49,973 semantic_segmentation INFO: Iters: 13670/40000 || Lr: 0.013759 || Task Loss: 0.2591 || KD Loss: 0.0000|| Cost Time: 2:03:02 || Estimated Time: 3:56:58
2023-04-14 01:39:54,800 semantic_segmentation INFO: Iters: 13680/40000 || Lr: 0.013754 || Task Loss: 0.1930 || KD Loss: 0.0000|| Cost Time: 2:03:07 || Estimated Time: 3:56:52
2023-04-14 01:39:59,585 semantic_segmentation INFO: Iters: 13690/40000 || Lr: 0.013750 || Task Loss: 0.2799 || KD Loss: 0.0000|| Cost Time: 2:03:11 || Estimated Time: 3:56:45
2023-04-14 01:40:04,352 semantic_segmentation INFO: Iters: 13700/40000 || Lr: 0.013745 || Task Loss: 0.2425 || KD Loss: 0.0000|| Cost Time: 2:03:16 || Estimated Time: 3:56:38
2023-04-14 01:40:09,129 semantic_segmentation INFO: Iters: 13710/40000 || Lr: 0.013740 || Task Loss: 0.2495 || KD Loss: 0.0000|| Cost Time: 2:03:21 || Estimated Time: 3:56:32
2023-04-14 01:40:13,963 semantic_segmentation INFO: Iters: 13720/40000 || Lr: 0.013736 || Task Loss: 0.2500 || KD Loss: 0.0000|| Cost Time: 2:03:26 || Estimated Time: 3:56:25
2023-04-14 01:40:18,784 semantic_segmentation INFO: Iters: 13730/40000 || Lr: 0.013731 || Task Loss: 0.2753 || KD Loss: 0.0000|| Cost Time: 2:03:31 || Estimated Time: 3:56:19
2023-04-14 01:40:23,604 semantic_segmentation INFO: Iters: 13740/40000 || Lr: 0.013726 || Task Loss: 0.2015 || KD Loss: 0.0000|| Cost Time: 2:03:35 || Estimated Time: 3:56:12
2023-04-14 01:40:28,403 semantic_segmentation INFO: Iters: 13750/40000 || Lr: 0.013722 || Task Loss: 0.2596 || KD Loss: 0.0000|| Cost Time: 2:03:40 || Estimated Time: 3:56:06
2023-04-14 01:40:33,177 semantic_segmentation INFO: Iters: 13760/40000 || Lr: 0.013717 || Task Loss: 0.2902 || KD Loss: 0.0000|| Cost Time: 2:03:45 || Estimated Time: 3:55:59
2023-04-14 01:40:38,004 semantic_segmentation INFO: Iters: 13770/40000 || Lr: 0.013712 || Task Loss: 0.2691 || KD Loss: 0.0000|| Cost Time: 2:03:50 || Estimated Time: 3:55:53
2023-04-14 01:40:42,791 semantic_segmentation INFO: Iters: 13780/40000 || Lr: 0.013708 || Task Loss: 0.2187 || KD Loss: 0.0000|| Cost Time: 2:03:55 || Estimated Time: 3:55:46
2023-04-14 01:40:47,564 semantic_segmentation INFO: Iters: 13790/40000 || Lr: 0.013703 || Task Loss: 0.2017 || KD Loss: 0.0000|| Cost Time: 2:03:59 || Estimated Time: 3:55:40
2023-04-14 01:40:52,354 semantic_segmentation INFO: Iters: 13800/40000 || Lr: 0.013698 || Task Loss: 0.3300 || KD Loss: 0.0000|| Cost Time: 2:04:04 || Estimated Time: 3:55:33
2023-04-14 01:40:57,171 semantic_segmentation INFO: Iters: 13810/40000 || Lr: 0.013694 || Task Loss: 0.2204 || KD Loss: 0.0000|| Cost Time: 2:04:09 || Estimated Time: 3:55:27
2023-04-14 01:41:02,034 semantic_segmentation INFO: Iters: 13820/40000 || Lr: 0.013689 || Task Loss: 0.4510 || KD Loss: 0.0000|| Cost Time: 2:04:14 || Estimated Time: 3:55:20
2023-04-14 01:41:06,823 semantic_segmentation INFO: Iters: 13830/40000 || Lr: 0.013684 || Task Loss: 0.2250 || KD Loss: 0.0000|| Cost Time: 2:04:19 || Estimated Time: 3:55:14
2023-04-14 01:41:11,694 semantic_segmentation INFO: Iters: 13840/40000 || Lr: 0.013680 || Task Loss: 0.2644 || KD Loss: 0.0000|| Cost Time: 2:04:23 || Estimated Time: 3:55:07
2023-04-14 01:41:16,524 semantic_segmentation INFO: Iters: 13850/40000 || Lr: 0.013675 || Task Loss: 0.2543 || KD Loss: 0.0000|| Cost Time: 2:04:28 || Estimated Time: 3:55:01
2023-04-14 01:41:21,311 semantic_segmentation INFO: Iters: 13860/40000 || Lr: 0.013670 || Task Loss: 0.2812 || KD Loss: 0.0000|| Cost Time: 2:04:33 || Estimated Time: 3:54:54
2023-04-14 01:41:26,114 semantic_segmentation INFO: Iters: 13870/40000 || Lr: 0.013666 || Task Loss: 0.3451 || KD Loss: 0.0000|| Cost Time: 2:04:38 || Estimated Time: 3:54:48
2023-04-14 01:41:30,915 semantic_segmentation INFO: Iters: 13880/40000 || Lr: 0.013661 || Task Loss: 0.3693 || KD Loss: 0.0000|| Cost Time: 2:04:43 || Estimated Time: 3:54:41
2023-04-14 01:41:35,751 semantic_segmentation INFO: Iters: 13890/40000 || Lr: 0.013656 || Task Loss: 0.4330 || KD Loss: 0.0000|| Cost Time: 2:04:48 || Estimated Time: 3:54:35
2023-04-14 01:41:40,537 semantic_segmentation INFO: Iters: 13900/40000 || Lr: 0.013652 || Task Loss: 0.3199 || KD Loss: 0.0000|| Cost Time: 2:04:52 || Estimated Time: 3:54:28
2023-04-14 01:41:45,306 semantic_segmentation INFO: Iters: 13910/40000 || Lr: 0.013647 || Task Loss: 0.3087 || KD Loss: 0.0000|| Cost Time: 2:04:57 || Estimated Time: 3:54:22
2023-04-14 01:41:50,172 semantic_segmentation INFO: Iters: 13920/40000 || Lr: 0.013642 || Task Loss: 0.2827 || KD Loss: 0.0000|| Cost Time: 2:05:02 || Estimated Time: 3:54:15
2023-04-14 01:41:54,945 semantic_segmentation INFO: Iters: 13930/40000 || Lr: 0.013638 || Task Loss: 0.4074 || KD Loss: 0.0000|| Cost Time: 2:05:07 || Estimated Time: 3:54:09
2023-04-14 01:41:59,740 semantic_segmentation INFO: Iters: 13940/40000 || Lr: 0.013633 || Task Loss: 0.4210 || KD Loss: 0.0000|| Cost Time: 2:05:12 || Estimated Time: 3:54:02
2023-04-14 01:42:04,567 semantic_segmentation INFO: Iters: 13950/40000 || Lr: 0.013628 || Task Loss: 0.2958 || KD Loss: 0.0000|| Cost Time: 2:05:16 || Estimated Time: 3:53:56
2023-04-14 01:42:09,360 semantic_segmentation INFO: Iters: 13960/40000 || Lr: 0.013624 || Task Loss: 0.3472 || KD Loss: 0.0000|| Cost Time: 2:05:21 || Estimated Time: 3:53:49
2023-04-14 01:42:14,133 semantic_segmentation INFO: Iters: 13970/40000 || Lr: 0.013619 || Task Loss: 0.4361 || KD Loss: 0.0000|| Cost Time: 2:05:26 || Estimated Time: 3:53:43
2023-04-14 01:42:18,917 semantic_segmentation INFO: Iters: 13980/40000 || Lr: 0.013614 || Task Loss: 0.5859 || KD Loss: 0.0000|| Cost Time: 2:05:31 || Estimated Time: 3:53:36
2023-04-14 01:42:23,771 semantic_segmentation INFO: Iters: 13990/40000 || Lr: 0.013610 || Task Loss: 0.4284 || KD Loss: 0.0000|| Cost Time: 2:05:36 || Estimated Time: 3:53:30
2023-04-14 01:42:28,569 semantic_segmentation INFO: Iters: 14000/40000 || Lr: 0.013605 || Task Loss: 0.5288 || KD Loss: 0.0000|| Cost Time: 2:05:40 || Estimated Time: 3:53:23
2023-04-14 01:42:28,881 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:42:31,249 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.385
2023-04-14 01:42:31,595 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.440
2023-04-14 01:42:31,734 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.447
2023-04-14 01:42:31,845 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.945, mIoU: 0.449
2023-04-14 01:42:31,938 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.947, mIoU: 0.445
2023-04-14 01:42:32,025 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.453
2023-04-14 01:42:32,109 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.943, mIoU: 0.462
2023-04-14 01:42:32,194 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.943, mIoU: 0.483
2023-04-14 01:42:32,285 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.942, mIoU: 0.478
2023-04-14 01:42:32,356 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.939, mIoU: 0.510
2023-04-14 01:42:32,426 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.936, mIoU: 0.508
2023-04-14 01:42:32,494 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.932, mIoU: 0.537
2023-04-14 01:42:32,564 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.927, mIoU: 0.514
2023-04-14 01:42:32,636 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.917, mIoU: 0.505
2023-04-14 01:42:32,710 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.915, mIoU: 0.512
2023-04-14 01:42:32,781 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.512
2023-04-14 01:42:32,851 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.915, mIoU: 0.516
2023-04-14 01:42:32,925 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.916, mIoU: 0.517
2023-04-14 01:42:33,001 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.525
2023-04-14 01:42:33,075 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.918, mIoU: 0.530
2023-04-14 01:42:33,148 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.919, mIoU: 0.532
2023-04-14 01:42:33,223 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.913, mIoU: 0.520
2023-04-14 01:42:33,297 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.913, mIoU: 0.519
2023-04-14 01:42:33,375 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.913, mIoU: 0.529
2023-04-14 01:42:33,455 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.912, mIoU: 0.546
2023-04-14 01:42:33,530 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.912, mIoU: 0.550
2023-04-14 01:42:33,604 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.912, mIoU: 0.549
2023-04-14 01:42:33,675 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.912, mIoU: 0.546
2023-04-14 01:42:33,753 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 01:42:33,831 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 01:42:33,908 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.910, mIoU: 0.551
2023-04-14 01:42:33,983 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 01:42:34,057 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.912, mIoU: 0.555
2023-04-14 01:42:34,135 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.912, mIoU: 0.556
2023-04-14 01:42:34,206 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.558
2023-04-14 01:42:34,281 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.558
2023-04-14 01:42:34,354 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.555
2023-04-14 01:42:34,427 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.910, mIoU: 0.552
2023-04-14 01:42:34,495 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.548
2023-04-14 01:42:34,572 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.910, mIoU: 0.548
2023-04-14 01:42:34,655 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.543
2023-04-14 01:42:34,735 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.911, mIoU: 0.543
2023-04-14 01:42:34,813 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.544
2023-04-14 01:42:34,886 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.544
2023-04-14 01:42:34,961 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.912, mIoU: 0.542
2023-04-14 01:42:35,039 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.912, mIoU: 0.540
2023-04-14 01:42:35,119 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.913, mIoU: 0.539
2023-04-14 01:42:35,193 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.911, mIoU: 0.537
2023-04-14 01:42:35,268 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.911, mIoU: 0.540
2023-04-14 01:42:35,343 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.911, mIoU: 0.541
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2023-04-14 01:42:35,568 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.909, mIoU: 0.539
2023-04-14 01:42:35,639 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.908, mIoU: 0.535
2023-04-14 01:42:35,709 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.907, mIoU: 0.534
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2023-04-14 01:42:35,929 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.905, mIoU: 0.535
2023-04-14 01:42:36,010 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.906, mIoU: 0.538
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2023-04-14 01:42:36,383 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.906, mIoU: 0.543
2023-04-14 01:42:36,455 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.906, mIoU: 0.545
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2023-04-14 01:42:37,053 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.907, mIoU: 0.543
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2023-04-14 01:42:37,572 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.908, mIoU: 0.546
2023-04-14 01:42:37,649 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.907, mIoU: 0.548
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2023-04-14 01:42:38,018 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.903, mIoU: 0.545
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2023-04-14 01:42:38,752 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.904, mIoU: 0.545
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2023-04-14 01:42:38,903 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.905, mIoU: 0.545
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2023-04-14 01:42:40,012 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.902, mIoU: 0.545
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2023-04-14 01:42:42,944 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.903, mIoU: 0.540
2023-04-14 01:42:43,014 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.903, mIoU: 0.540
2023-04-14 01:42:43,084 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.903, mIoU: 0.541
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2023-04-14 01:42:43,228 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.903, mIoU: 0.542
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2023-04-14 01:42:45,024 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.899, mIoU: 0.538
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2023-04-14 01:42:49,945 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.902, mIoU: 0.532
2023-04-14 01:42:50,011 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.902, mIoU: 0.532
2023-04-14 01:42:51,024 semantic_segmentation INFO: Overall validation pixAcc: 90.413, mIoU: 53.045
2023-04-14 01:42:56,062 semantic_segmentation INFO: Iters: 14010/40000 || Lr: 0.013600 || Task Loss: 0.6134 || KD Loss: 0.0000|| Cost Time: 2:06:08 || Estimated Time: 3:53:59
2023-04-14 01:43:00,824 semantic_segmentation INFO: Iters: 14020/40000 || Lr: 0.013596 || Task Loss: 0.2782 || KD Loss: 0.0000|| Cost Time: 2:06:13 || Estimated Time: 3:53:52
2023-04-14 01:43:05,581 semantic_segmentation INFO: Iters: 14030/40000 || Lr: 0.013591 || Task Loss: 0.3829 || KD Loss: 0.0000|| Cost Time: 2:06:17 || Estimated Time: 3:53:46
2023-04-14 01:43:10,381 semantic_segmentation INFO: Iters: 14040/40000 || Lr: 0.013586 || Task Loss: 0.3041 || KD Loss: 0.0000|| Cost Time: 2:06:22 || Estimated Time: 3:53:39
2023-04-14 01:43:15,175 semantic_segmentation INFO: Iters: 14050/40000 || Lr: 0.013581 || Task Loss: 0.5092 || KD Loss: 0.0000|| Cost Time: 2:06:27 || Estimated Time: 3:53:33
2023-04-14 01:43:19,960 semantic_segmentation INFO: Iters: 14060/40000 || Lr: 0.013577 || Task Loss: 0.3063 || KD Loss: 0.0000|| Cost Time: 2:06:32 || Estimated Time: 3:53:26
2023-04-14 01:43:24,777 semantic_segmentation INFO: Iters: 14070/40000 || Lr: 0.013572 || Task Loss: 0.3429 || KD Loss: 0.0000|| Cost Time: 2:06:37 || Estimated Time: 3:53:20
2023-04-14 01:43:29,561 semantic_segmentation INFO: Iters: 14080/40000 || Lr: 0.013567 || Task Loss: 0.3406 || KD Loss: 0.0000|| Cost Time: 2:06:41 || Estimated Time: 3:53:13
2023-04-14 01:43:34,403 semantic_segmentation INFO: Iters: 14090/40000 || Lr: 0.013563 || Task Loss: 0.3974 || KD Loss: 0.0000|| Cost Time: 2:06:46 || Estimated Time: 3:53:07
2023-04-14 01:43:39,176 semantic_segmentation INFO: Iters: 14100/40000 || Lr: 0.013558 || Task Loss: 0.2926 || KD Loss: 0.0000|| Cost Time: 2:06:51 || Estimated Time: 3:53:00
2023-04-14 01:43:44,023 semantic_segmentation INFO: Iters: 14110/40000 || Lr: 0.013553 || Task Loss: 0.3177 || KD Loss: 0.0000|| Cost Time: 2:06:56 || Estimated Time: 3:52:54
2023-04-14 01:43:48,804 semantic_segmentation INFO: Iters: 14120/40000 || Lr: 0.013549 || Task Loss: 0.3837 || KD Loss: 0.0000|| Cost Time: 2:07:01 || Estimated Time: 3:52:47
2023-04-14 01:43:53,604 semantic_segmentation INFO: Iters: 14130/40000 || Lr: 0.013544 || Task Loss: 0.5291 || KD Loss: 0.0000|| Cost Time: 2:07:05 || Estimated Time: 3:52:41
2023-04-14 01:43:58,398 semantic_segmentation INFO: Iters: 14140/40000 || Lr: 0.013539 || Task Loss: 0.2829 || KD Loss: 0.0000|| Cost Time: 2:07:10 || Estimated Time: 3:52:34
2023-04-14 01:44:03,194 semantic_segmentation INFO: Iters: 14150/40000 || Lr: 0.013535 || Task Loss: 0.4583 || KD Loss: 0.0000|| Cost Time: 2:07:15 || Estimated Time: 3:52:28
2023-04-14 01:44:08,001 semantic_segmentation INFO: Iters: 14160/40000 || Lr: 0.013530 || Task Loss: 0.3559 || KD Loss: 0.0000|| Cost Time: 2:07:20 || Estimated Time: 3:52:21
2023-04-14 01:44:12,773 semantic_segmentation INFO: Iters: 14170/40000 || Lr: 0.013525 || Task Loss: 0.4390 || KD Loss: 0.0000|| Cost Time: 2:07:25 || Estimated Time: 3:52:15
2023-04-14 01:44:17,595 semantic_segmentation INFO: Iters: 14180/40000 || Lr: 0.013521 || Task Loss: 0.2906 || KD Loss: 0.0000|| Cost Time: 2:07:29 || Estimated Time: 3:52:08
2023-04-14 01:44:22,414 semantic_segmentation INFO: Iters: 14190/40000 || Lr: 0.013516 || Task Loss: 0.2694 || KD Loss: 0.0000|| Cost Time: 2:07:34 || Estimated Time: 3:52:02
2023-04-14 01:44:27,264 semantic_segmentation INFO: Iters: 14200/40000 || Lr: 0.013511 || Task Loss: 0.3320 || KD Loss: 0.0000|| Cost Time: 2:07:39 || Estimated Time: 3:51:56
2023-04-14 01:44:32,022 semantic_segmentation INFO: Iters: 14210/40000 || Lr: 0.013507 || Task Loss: 0.3154 || KD Loss: 0.0000|| Cost Time: 2:07:44 || Estimated Time: 3:51:49
2023-04-14 01:44:36,833 semantic_segmentation INFO: Iters: 14220/40000 || Lr: 0.013502 || Task Loss: 0.2264 || KD Loss: 0.0000|| Cost Time: 2:07:49 || Estimated Time: 3:51:43
2023-04-14 01:44:41,648 semantic_segmentation INFO: Iters: 14230/40000 || Lr: 0.013497 || Task Loss: 0.3927 || KD Loss: 0.0000|| Cost Time: 2:07:53 || Estimated Time: 3:51:36
2023-04-14 01:44:46,457 semantic_segmentation INFO: Iters: 14240/40000 || Lr: 0.013493 || Task Loss: 0.4984 || KD Loss: 0.0000|| Cost Time: 2:07:58 || Estimated Time: 3:51:30
2023-04-14 01:44:51,267 semantic_segmentation INFO: Iters: 14250/40000 || Lr: 0.013488 || Task Loss: 0.3888 || KD Loss: 0.0000|| Cost Time: 2:08:03 || Estimated Time: 3:51:23
2023-04-14 01:44:56,061 semantic_segmentation INFO: Iters: 14260/40000 || Lr: 0.013483 || Task Loss: 0.3009 || KD Loss: 0.0000|| Cost Time: 2:08:08 || Estimated Time: 3:51:17
2023-04-14 01:45:00,882 semantic_segmentation INFO: Iters: 14270/40000 || Lr: 0.013479 || Task Loss: 0.5141 || KD Loss: 0.0000|| Cost Time: 2:08:13 || Estimated Time: 3:51:10
2023-04-14 01:45:05,674 semantic_segmentation INFO: Iters: 14280/40000 || Lr: 0.013474 || Task Loss: 0.4340 || KD Loss: 0.0000|| Cost Time: 2:08:17 || Estimated Time: 3:51:04
2023-04-14 01:45:10,488 semantic_segmentation INFO: Iters: 14290/40000 || Lr: 0.013469 || Task Loss: 0.2992 || KD Loss: 0.0000|| Cost Time: 2:08:22 || Estimated Time: 3:50:57
2023-04-14 01:45:15,308 semantic_segmentation INFO: Iters: 14300/40000 || Lr: 0.013465 || Task Loss: 0.3502 || KD Loss: 0.0000|| Cost Time: 2:08:27 || Estimated Time: 3:50:51
2023-04-14 01:45:20,081 semantic_segmentation INFO: Iters: 14310/40000 || Lr: 0.013460 || Task Loss: 0.2935 || KD Loss: 0.0000|| Cost Time: 2:08:32 || Estimated Time: 3:50:45
2023-04-14 01:45:24,887 semantic_segmentation INFO: Iters: 14320/40000 || Lr: 0.013455 || Task Loss: 0.3591 || KD Loss: 0.0000|| Cost Time: 2:08:37 || Estimated Time: 3:50:38
2023-04-14 01:45:29,709 semantic_segmentation INFO: Iters: 14330/40000 || Lr: 0.013451 || Task Loss: 0.3990 || KD Loss: 0.0000|| Cost Time: 2:08:41 || Estimated Time: 3:50:32
2023-04-14 01:45:34,528 semantic_segmentation INFO: Iters: 14340/40000 || Lr: 0.013446 || Task Loss: 0.4271 || KD Loss: 0.0000|| Cost Time: 2:08:46 || Estimated Time: 3:50:25
2023-04-14 01:45:39,348 semantic_segmentation INFO: Iters: 14350/40000 || Lr: 0.013441 || Task Loss: 0.4084 || KD Loss: 0.0000|| Cost Time: 2:08:51 || Estimated Time: 3:50:19
2023-04-14 01:45:44,108 semantic_segmentation INFO: Iters: 14360/40000 || Lr: 0.013436 || Task Loss: 0.3401 || KD Loss: 0.0000|| Cost Time: 2:08:56 || Estimated Time: 3:50:12
2023-04-14 01:45:48,906 semantic_segmentation INFO: Iters: 14370/40000 || Lr: 0.013432 || Task Loss: 0.4405 || KD Loss: 0.0000|| Cost Time: 2:09:01 || Estimated Time: 3:50:06
2023-04-14 01:45:53,699 semantic_segmentation INFO: Iters: 14380/40000 || Lr: 0.013427 || Task Loss: 0.3450 || KD Loss: 0.0000|| Cost Time: 2:09:05 || Estimated Time: 3:50:00
2023-04-14 01:45:58,518 semantic_segmentation INFO: Iters: 14390/40000 || Lr: 0.013422 || Task Loss: 0.3400 || KD Loss: 0.0000|| Cost Time: 2:09:10 || Estimated Time: 3:49:53
2023-04-14 01:46:03,302 semantic_segmentation INFO: Iters: 14400/40000 || Lr: 0.013418 || Task Loss: 0.3651 || KD Loss: 0.0000|| Cost Time: 2:09:15 || Estimated Time: 3:49:47
2023-04-14 01:46:03,617 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:46:05,642 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.926, mIoU: 0.373
2023-04-14 01:46:05,772 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.947, mIoU: 0.437
2023-04-14 01:46:06,673 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.456
2023-04-14 01:46:06,760 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.954, mIoU: 0.487
2023-04-14 01:46:06,838 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.481
2023-04-14 01:46:06,916 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.486
2023-04-14 01:46:06,994 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.533
2023-04-14 01:46:07,064 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.564
2023-04-14 01:46:07,135 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.560
2023-04-14 01:46:07,207 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.582
2023-04-14 01:46:07,279 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.586
2023-04-14 01:46:07,347 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.592
2023-04-14 01:46:07,423 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.941, mIoU: 0.590
2023-04-14 01:46:07,497 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.938, mIoU: 0.588
2023-04-14 01:46:07,571 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.935, mIoU: 0.581
2023-04-14 01:46:07,644 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.571
2023-04-14 01:46:07,723 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.933, mIoU: 0.575
2023-04-14 01:46:07,798 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.933, mIoU: 0.573
2023-04-14 01:46:07,871 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.575
2023-04-14 01:46:07,945 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.580
2023-04-14 01:46:08,016 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.580
2023-04-14 01:46:08,091 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.613
2023-04-14 01:46:08,167 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.930, mIoU: 0.615
2023-04-14 01:46:08,243 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 01:46:08,315 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:46:08,396 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:46:08,477 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 01:46:08,553 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 01:46:08,626 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-14 01:46:08,699 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 01:46:08,771 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-14 01:46:08,844 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.617
2023-04-14 01:46:08,920 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 01:46:08,995 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 01:46:09,067 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 01:46:09,146 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.609
2023-04-14 01:46:09,220 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.607
2023-04-14 01:46:09,298 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.606
2023-04-14 01:46:09,374 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.611
2023-04-14 01:46:09,445 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.611
2023-04-14 01:46:09,521 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.612
2023-04-14 01:46:09,594 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.611
2023-04-14 01:46:09,669 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.613
2023-04-14 01:46:09,745 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-14 01:46:09,825 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.612
2023-04-14 01:46:09,900 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.611
2023-04-14 01:46:09,977 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.611
2023-04-14 01:46:10,053 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.611
2023-04-14 01:46:10,127 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-14 01:46:10,198 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.617
2023-04-14 01:46:10,269 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.617
2023-04-14 01:46:10,342 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.628
2023-04-14 01:46:10,414 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.929, mIoU: 0.626
2023-04-14 01:46:10,492 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 01:46:10,573 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:46:10,652 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-14 01:46:10,725 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 01:46:10,800 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:46:10,876 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:46:10,950 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:46:11,023 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:46:11,102 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:46:11,174 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:46:11,246 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 01:46:11,323 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-14 01:46:11,396 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-14 01:46:11,470 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.640
2023-04-14 01:46:11,545 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:46:11,622 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-14 01:46:11,697 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-14 01:46:11,776 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:46:11,850 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 01:46:11,926 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:46:12,001 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:46:12,077 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:46:12,157 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 01:46:12,231 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 01:46:12,304 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 01:46:12,375 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 01:46:12,451 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 01:46:12,521 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 01:46:12,593 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 01:46:12,665 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 01:46:12,736 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 01:46:12,807 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 01:46:12,879 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.635
2023-04-14 01:46:12,957 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.634
2023-04-14 01:46:13,035 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:46:13,110 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:46:13,186 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:46:13,262 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 01:46:13,334 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:13,406 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.645
2023-04-14 01:46:13,480 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.645
2023-04-14 01:46:13,553 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 01:46:13,624 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 01:46:13,701 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.644
2023-04-14 01:46:13,779 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-14 01:46:13,857 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-14 01:46:13,933 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:14,008 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.923, mIoU: 0.644
2023-04-14 01:46:14,084 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-14 01:46:14,157 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:46:14,229 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:46:14,300 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-14 01:46:14,373 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-14 01:46:14,446 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-14 01:46:14,519 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-14 01:46:14,597 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-14 01:46:14,674 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.924, mIoU: 0.642
2023-04-14 01:46:14,749 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.924, mIoU: 0.642
2023-04-14 01:46:14,827 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-14 01:46:14,903 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-14 01:46:14,980 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.924, mIoU: 0.643
2023-04-14 01:46:15,053 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.924, mIoU: 0.642
2023-04-14 01:46:15,125 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 01:46:15,198 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-14 01:46:15,273 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:46:15,349 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:46:15,430 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:46:15,508 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:46:15,588 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:46:15,662 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:46:15,738 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-14 01:46:15,808 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:46:15,876 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-14 01:46:15,948 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.646
2023-04-14 01:46:16,024 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.923, mIoU: 0.646
2023-04-14 01:46:16,102 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.923, mIoU: 0.646
2023-04-14 01:46:16,179 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.923, mIoU: 0.646
2023-04-14 01:46:16,255 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.645
2023-04-14 01:46:16,330 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.924, mIoU: 0.645
2023-04-14 01:46:16,403 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.645
2023-04-14 01:46:16,476 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.645
2023-04-14 01:46:16,548 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:16,619 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:16,688 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:16,758 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.925, mIoU: 0.644
2023-04-14 01:46:16,833 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:16,904 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-14 01:46:16,978 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.924, mIoU: 0.646
2023-04-14 01:46:17,057 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:17,137 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:17,214 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:17,291 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.925, mIoU: 0.644
2023-04-14 01:46:17,364 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.925, mIoU: 0.646
2023-04-14 01:46:17,436 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:17,508 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:17,579 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:17,650 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.925, mIoU: 0.644
2023-04-14 01:46:17,722 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:17,794 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:17,875 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:17,959 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:46:18,042 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-14 01:46:18,118 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-14 01:46:18,192 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-14 01:46:18,264 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-14 01:46:18,339 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-14 01:46:18,410 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.925, mIoU: 0.643
2023-04-14 01:46:18,486 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.925, mIoU: 0.642
2023-04-14 01:46:18,561 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.925, mIoU: 0.641
2023-04-14 01:46:18,636 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 01:46:18,710 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.925, mIoU: 0.641
2023-04-14 01:46:18,784 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.925, mIoU: 0.641
2023-04-14 01:46:18,857 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.925, mIoU: 0.640
2023-04-14 01:46:18,930 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.925, mIoU: 0.641
2023-04-14 01:46:19,004 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.925, mIoU: 0.641
2023-04-14 01:46:19,075 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.925, mIoU: 0.641
2023-04-14 01:46:19,150 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.925, mIoU: 0.640
2023-04-14 01:46:19,222 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.926, mIoU: 0.640
2023-04-14 01:46:19,295 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.926, mIoU: 0.639
2023-04-14 01:46:19,366 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.926, mIoU: 0.639
2023-04-14 01:46:19,444 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.926, mIoU: 0.639
2023-04-14 01:46:19,522 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.926, mIoU: 0.637
2023-04-14 01:46:19,596 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 01:46:19,670 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 01:46:19,742 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.926, mIoU: 0.637
2023-04-14 01:46:19,820 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 01:46:19,897 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 01:46:19,967 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.925, mIoU: 0.636
2023-04-14 01:46:20,039 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 01:46:20,111 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 01:46:20,182 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 01:46:20,256 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 01:46:20,334 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 01:46:20,413 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 01:46:20,492 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 01:46:20,565 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 01:46:20,638 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:46:20,722 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:46:20,801 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:46:20,875 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:46:20,950 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:46:21,024 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:46:21,101 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:46:21,173 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:46:21,245 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:46:21,317 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:46:21,385 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:46:21,460 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.927, mIoU: 0.638
2023-04-14 01:46:21,536 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.927, mIoU: 0.638
2023-04-14 01:46:21,607 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.927, mIoU: 0.638
2023-04-14 01:46:21,680 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:46:21,752 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:46:21,821 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:46:21,893 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:46:21,972 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:46:22,051 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:46:22,126 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:46:22,201 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:46:22,275 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 01:46:22,350 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 01:46:22,424 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:22,497 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:22,569 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:22,638 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:22,711 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:22,788 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:22,862 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:22,934 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 01:46:23,004 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:23,073 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:23,141 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:46:23,207 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 01:46:23,274 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 01:46:23,341 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 01:46:23,411 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 01:46:23,480 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 01:46:23,548 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 01:46:23,615 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:46:23,681 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:46:23,748 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:46:23,814 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:46:23,880 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:46:23,947 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-14 01:46:24,011 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:46:24,077 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:46:24,145 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:46:24,216 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:46:24,287 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:46:24,356 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:46:24,422 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:46:24,490 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-14 01:46:24,560 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-14 01:46:24,628 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 01:46:24,697 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 01:46:24,764 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 01:46:24,834 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 01:46:24,903 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 01:46:25,516 semantic_segmentation INFO: Overall validation pixAcc: 93.522, mIoU: 63.388
2023-04-14 01:46:30,530 semantic_segmentation INFO: Iters: 14410/40000 || Lr: 0.013413 || Task Loss: 0.3973 || KD Loss: 0.0000|| Cost Time: 2:09:42 || Estimated Time: 3:50:20
2023-04-14 01:46:35,306 semantic_segmentation INFO: Iters: 14420/40000 || Lr: 0.013408 || Task Loss: 0.3366 || KD Loss: 0.0000|| Cost Time: 2:09:47 || Estimated Time: 3:50:14
2023-04-14 01:46:40,087 semantic_segmentation INFO: Iters: 14430/40000 || Lr: 0.013404 || Task Loss: 0.2615 || KD Loss: 0.0000|| Cost Time: 2:09:52 || Estimated Time: 3:50:07
2023-04-14 01:46:44,867 semantic_segmentation INFO: Iters: 14440/40000 || Lr: 0.013399 || Task Loss: 0.3392 || KD Loss: 0.0000|| Cost Time: 2:09:57 || Estimated Time: 3:50:01
2023-04-14 01:46:49,648 semantic_segmentation INFO: Iters: 14450/40000 || Lr: 0.013394 || Task Loss: 0.5174 || KD Loss: 0.0000|| Cost Time: 2:10:01 || Estimated Time: 3:49:54
2023-04-14 01:46:54,459 semantic_segmentation INFO: Iters: 14460/40000 || Lr: 0.013390 || Task Loss: 0.2875 || KD Loss: 0.0000|| Cost Time: 2:10:06 || Estimated Time: 3:49:48
2023-04-14 01:46:59,209 semantic_segmentation INFO: Iters: 14470/40000 || Lr: 0.013385 || Task Loss: 0.2901 || KD Loss: 0.0000|| Cost Time: 2:10:11 || Estimated Time: 3:49:41
2023-04-14 01:47:04,004 semantic_segmentation INFO: Iters: 14480/40000 || Lr: 0.013380 || Task Loss: 0.3182 || KD Loss: 0.0000|| Cost Time: 2:10:16 || Estimated Time: 3:49:35
2023-04-14 01:47:08,855 semantic_segmentation INFO: Iters: 14490/40000 || Lr: 0.013376 || Task Loss: 0.3353 || KD Loss: 0.0000|| Cost Time: 2:10:21 || Estimated Time: 3:49:28
2023-04-14 01:47:13,666 semantic_segmentation INFO: Iters: 14500/40000 || Lr: 0.013371 || Task Loss: 0.3199 || KD Loss: 0.0000|| Cost Time: 2:10:25 || Estimated Time: 3:49:22
2023-04-14 01:47:18,469 semantic_segmentation INFO: Iters: 14510/40000 || Lr: 0.013366 || Task Loss: 0.4194 || KD Loss: 0.0000|| Cost Time: 2:10:30 || Estimated Time: 3:49:15
2023-04-14 01:47:23,225 semantic_segmentation INFO: Iters: 14520/40000 || Lr: 0.013362 || Task Loss: 0.3700 || KD Loss: 0.0000|| Cost Time: 2:10:35 || Estimated Time: 3:49:09
2023-04-14 01:47:28,070 semantic_segmentation INFO: Iters: 14530/40000 || Lr: 0.013357 || Task Loss: 0.2286 || KD Loss: 0.0000|| Cost Time: 2:10:40 || Estimated Time: 3:49:03
2023-04-14 01:47:32,859 semantic_segmentation INFO: Iters: 14540/40000 || Lr: 0.013352 || Task Loss: 0.2993 || KD Loss: 0.0000|| Cost Time: 2:10:45 || Estimated Time: 3:48:56
2023-04-14 01:47:37,644 semantic_segmentation INFO: Iters: 14550/40000 || Lr: 0.013347 || Task Loss: 0.2544 || KD Loss: 0.0000|| Cost Time: 2:10:49 || Estimated Time: 3:48:50
2023-04-14 01:47:42,416 semantic_segmentation INFO: Iters: 14560/40000 || Lr: 0.013343 || Task Loss: 0.3626 || KD Loss: 0.0000|| Cost Time: 2:10:54 || Estimated Time: 3:48:43
2023-04-14 01:47:47,195 semantic_segmentation INFO: Iters: 14570/40000 || Lr: 0.013338 || Task Loss: 0.6329 || KD Loss: 0.0000|| Cost Time: 2:10:59 || Estimated Time: 3:48:37
2023-04-14 01:47:52,052 semantic_segmentation INFO: Iters: 14580/40000 || Lr: 0.013333 || Task Loss: 0.3431 || KD Loss: 0.0000|| Cost Time: 2:11:04 || Estimated Time: 3:48:30
2023-04-14 01:47:56,881 semantic_segmentation INFO: Iters: 14590/40000 || Lr: 0.013329 || Task Loss: 0.2550 || KD Loss: 0.0000|| Cost Time: 2:11:09 || Estimated Time: 3:48:24
2023-04-14 01:48:01,675 semantic_segmentation INFO: Iters: 14600/40000 || Lr: 0.013324 || Task Loss: 0.3340 || KD Loss: 0.0000|| Cost Time: 2:11:13 || Estimated Time: 3:48:18
2023-04-14 01:48:06,494 semantic_segmentation INFO: Iters: 14610/40000 || Lr: 0.013319 || Task Loss: 0.2652 || KD Loss: 0.0000|| Cost Time: 2:11:18 || Estimated Time: 3:48:11
2023-04-14 01:48:11,305 semantic_segmentation INFO: Iters: 14620/40000 || Lr: 0.013315 || Task Loss: 0.4914 || KD Loss: 0.0000|| Cost Time: 2:11:23 || Estimated Time: 3:48:05
2023-04-14 01:48:16,072 semantic_segmentation INFO: Iters: 14630/40000 || Lr: 0.013310 || Task Loss: 0.3243 || KD Loss: 0.0000|| Cost Time: 2:11:28 || Estimated Time: 3:47:58
2023-04-14 01:48:20,845 semantic_segmentation INFO: Iters: 14640/40000 || Lr: 0.013305 || Task Loss: 0.2879 || KD Loss: 0.0000|| Cost Time: 2:11:33 || Estimated Time: 3:47:52
2023-04-14 01:48:25,645 semantic_segmentation INFO: Iters: 14650/40000 || Lr: 0.013301 || Task Loss: 0.3071 || KD Loss: 0.0000|| Cost Time: 2:11:37 || Estimated Time: 3:47:45
2023-04-14 01:48:30,411 semantic_segmentation INFO: Iters: 14660/40000 || Lr: 0.013296 || Task Loss: 0.2502 || KD Loss: 0.0000|| Cost Time: 2:11:42 || Estimated Time: 3:47:39
2023-04-14 01:48:35,202 semantic_segmentation INFO: Iters: 14670/40000 || Lr: 0.013291 || Task Loss: 0.2050 || KD Loss: 0.0000|| Cost Time: 2:11:47 || Estimated Time: 3:47:32
2023-04-14 01:48:40,031 semantic_segmentation INFO: Iters: 14680/40000 || Lr: 0.013287 || Task Loss: 0.3340 || KD Loss: 0.0000|| Cost Time: 2:11:52 || Estimated Time: 3:47:26
2023-04-14 01:48:44,842 semantic_segmentation INFO: Iters: 14690/40000 || Lr: 0.013282 || Task Loss: 0.3077 || KD Loss: 0.0000|| Cost Time: 2:11:57 || Estimated Time: 3:47:20
2023-04-14 01:48:49,616 semantic_segmentation INFO: Iters: 14700/40000 || Lr: 0.013277 || Task Loss: 0.2524 || KD Loss: 0.0000|| Cost Time: 2:12:01 || Estimated Time: 3:47:13
2023-04-14 01:48:54,444 semantic_segmentation INFO: Iters: 14710/40000 || Lr: 0.013273 || Task Loss: 0.2517 || KD Loss: 0.0000|| Cost Time: 2:12:06 || Estimated Time: 3:47:07
2023-04-14 01:48:59,235 semantic_segmentation INFO: Iters: 14720/40000 || Lr: 0.013268 || Task Loss: 0.4576 || KD Loss: 0.0000|| Cost Time: 2:12:11 || Estimated Time: 3:47:01
2023-04-14 01:49:03,991 semantic_segmentation INFO: Iters: 14730/40000 || Lr: 0.013263 || Task Loss: 0.2545 || KD Loss: 0.0000|| Cost Time: 2:12:16 || Estimated Time: 3:46:54
2023-04-14 01:49:08,804 semantic_segmentation INFO: Iters: 14740/40000 || Lr: 0.013258 || Task Loss: 0.3724 || KD Loss: 0.0000|| Cost Time: 2:12:21 || Estimated Time: 3:46:48
2023-04-14 01:49:13,575 semantic_segmentation INFO: Iters: 14750/40000 || Lr: 0.013254 || Task Loss: 0.2783 || KD Loss: 0.0000|| Cost Time: 2:12:25 || Estimated Time: 3:46:41
2023-04-14 01:49:18,328 semantic_segmentation INFO: Iters: 14760/40000 || Lr: 0.013249 || Task Loss: 0.3164 || KD Loss: 0.0000|| Cost Time: 2:12:30 || Estimated Time: 3:46:35
2023-04-14 01:49:23,106 semantic_segmentation INFO: Iters: 14770/40000 || Lr: 0.013244 || Task Loss: 0.2143 || KD Loss: 0.0000|| Cost Time: 2:12:35 || Estimated Time: 3:46:28
2023-04-14 01:49:27,901 semantic_segmentation INFO: Iters: 14780/40000 || Lr: 0.013240 || Task Loss: 0.2994 || KD Loss: 0.0000|| Cost Time: 2:12:40 || Estimated Time: 3:46:22
2023-04-14 01:49:32,667 semantic_segmentation INFO: Iters: 14790/40000 || Lr: 0.013235 || Task Loss: 0.3459 || KD Loss: 0.0000|| Cost Time: 2:12:44 || Estimated Time: 3:46:16
2023-04-14 01:49:37,587 semantic_segmentation INFO: Iters: 14800/40000 || Lr: 0.013230 || Task Loss: 0.2891 || KD Loss: 0.0000|| Cost Time: 2:12:49 || Estimated Time: 3:46:09
2023-04-14 01:49:37,896 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:49:40,276 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.399
2023-04-14 01:49:40,627 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.442
2023-04-14 01:49:40,863 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.465
2023-04-14 01:49:40,961 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.502
2023-04-14 01:49:41,052 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.491
2023-04-14 01:49:41,130 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.496
2023-04-14 01:49:41,202 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.507
2023-04-14 01:49:41,275 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.546
2023-04-14 01:49:41,351 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.581
2023-04-14 01:49:41,424 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.598
2023-04-14 01:49:41,494 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.608
2023-04-14 01:49:41,566 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.633
2023-04-14 01:49:41,644 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.617
2023-04-14 01:49:41,723 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.608
2023-04-14 01:49:41,798 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.599
2023-04-14 01:49:41,870 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.595
2023-04-14 01:49:41,942 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.597
2023-04-14 01:49:42,016 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.597
2023-04-14 01:49:42,096 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.602
2023-04-14 01:49:42,169 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.605
2023-04-14 01:49:42,240 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.602
2023-04-14 01:49:42,313 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.603
2023-04-14 01:49:42,387 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.602
2023-04-14 01:49:42,466 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.611
2023-04-14 01:49:42,548 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-14 01:49:42,626 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 01:49:42,701 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 01:49:42,780 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.618
2023-04-14 01:49:42,852 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 01:49:42,925 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 01:49:42,998 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 01:49:43,071 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:49:43,146 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:49:43,222 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.633
2023-04-14 01:49:43,299 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.629
2023-04-14 01:49:43,374 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.628
2023-04-14 01:49:43,448 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.626
2023-04-14 01:49:43,523 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.924, mIoU: 0.625
2023-04-14 01:49:43,595 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.628
2023-04-14 01:49:43,671 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-14 01:49:43,744 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.925, mIoU: 0.629
2023-04-14 01:49:43,817 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-14 01:49:43,892 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:49:43,969 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:49:44,048 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-14 01:49:44,127 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:49:44,206 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 01:49:44,282 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 01:49:44,356 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.631
2023-04-14 01:49:44,429 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-14 01:49:44,501 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-14 01:49:44,572 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 01:49:44,644 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:44,726 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:49:44,804 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 01:49:44,884 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:49:44,956 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-14 01:49:45,032 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.642
2023-04-14 01:49:45,105 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-14 01:49:45,179 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.643
2023-04-14 01:49:45,256 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-14 01:49:45,346 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 01:49:45,426 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.641
2023-04-14 01:49:45,502 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.645
2023-04-14 01:49:45,578 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-14 01:49:45,649 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-14 01:49:45,719 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.647
2023-04-14 01:49:45,790 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.646
2023-04-14 01:49:45,865 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.645
2023-04-14 01:49:45,945 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.644
2023-04-14 01:49:46,024 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.644
2023-04-14 01:49:46,103 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.642
2023-04-14 01:49:46,182 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.640
2023-04-14 01:49:46,258 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.926, mIoU: 0.639
2023-04-14 01:49:46,332 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.640
2023-04-14 01:49:46,404 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.641
2023-04-14 01:49:46,475 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.926, mIoU: 0.641
2023-04-14 01:49:46,548 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.926, mIoU: 0.641
2023-04-14 01:49:46,621 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.642
2023-04-14 01:49:46,698 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.644
2023-04-14 01:49:46,775 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-14 01:49:46,850 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.926, mIoU: 0.645
2023-04-14 01:49:46,927 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.926, mIoU: 0.644
2023-04-14 01:49:47,002 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.642
2023-04-14 01:49:47,080 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:49:47,152 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:49:47,227 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:49:47,304 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:49:47,379 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:49:47,455 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.923, mIoU: 0.638
2023-04-14 01:49:47,530 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 01:49:47,604 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:47,679 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:47,756 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:47,828 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.924, mIoU: 0.641
2023-04-14 01:49:47,899 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 01:49:47,981 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:48,053 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:48,128 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:49:48,207 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:49:48,285 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.641
2023-04-14 01:49:48,361 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.640
2023-04-14 01:49:48,440 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-14 01:49:48,517 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-14 01:49:48,591 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.639
2023-04-14 01:49:48,665 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.640
2023-04-14 01:49:48,738 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.640
2023-04-14 01:49:48,812 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.922, mIoU: 0.641
2023-04-14 01:49:48,888 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.922, mIoU: 0.640
2023-04-14 01:49:48,964 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.921, mIoU: 0.638
2023-04-14 01:49:49,046 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.639
2023-04-14 01:49:49,119 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.638
2023-04-14 01:49:49,195 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.637
2023-04-14 01:49:49,273 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.637
2023-04-14 01:49:49,348 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.637
2023-04-14 01:49:49,424 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.922, mIoU: 0.636
2023-04-14 01:49:49,500 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.922, mIoU: 0.641
2023-04-14 01:49:49,580 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-14 01:49:49,657 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-14 01:49:49,732 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-14 01:49:49,806 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-14 01:49:49,879 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-14 01:49:49,953 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-14 01:49:50,026 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.922, mIoU: 0.644
2023-04-14 01:49:50,097 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.643
2023-04-14 01:49:50,174 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.643
2023-04-14 01:49:50,256 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.921, mIoU: 0.644
2023-04-14 01:49:50,339 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.922, mIoU: 0.644
2023-04-14 01:49:50,412 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.921, mIoU: 0.643
2023-04-14 01:49:50,486 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.644
2023-04-14 01:49:50,563 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.644
2023-04-14 01:49:50,640 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-14 01:49:50,713 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-14 01:49:50,787 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.643
2023-04-14 01:49:50,862 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:49:50,940 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:49:51,015 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.924, mIoU: 0.639
2023-04-14 01:49:51,088 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 01:49:51,161 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:51,232 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:51,306 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:51,378 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:51,450 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:51,521 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:51,590 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:49:51,660 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:51,732 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:51,807 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:51,884 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:51,961 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:52,040 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:49:52,118 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:52,194 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:52,271 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:52,350 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:52,425 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:49:52,510 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.923, mIoU: 0.642
2023-04-14 01:49:52,589 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:52,667 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:52,741 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:52,818 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.923, mIoU: 0.641
2023-04-14 01:49:52,887 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.923, mIoU: 0.640
2023-04-14 01:49:52,959 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.923, mIoU: 0.639
2023-04-14 01:49:53,030 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.923, mIoU: 0.640
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2023-04-14 01:49:53,171 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.923, mIoU: 0.639
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2023-04-14 01:49:53,329 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.924, mIoU: 0.640
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2023-04-14 01:49:53,492 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.924, mIoU: 0.640
2023-04-14 01:49:53,569 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.924, mIoU: 0.640
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2023-04-14 01:49:53,715 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.925, mIoU: 0.639
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2023-04-14 01:49:53,935 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.925, mIoU: 0.638
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2023-04-14 01:49:54,684 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.926, mIoU: 0.639
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2023-04-14 01:49:55,280 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.926, mIoU: 0.641
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2023-04-14 01:49:55,430 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.926, mIoU: 0.639
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2023-04-14 01:49:55,676 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-14 01:49:55,754 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-14 01:49:55,835 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.926, mIoU: 0.641
2023-04-14 01:49:55,912 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.926, mIoU: 0.641
2023-04-14 01:49:55,991 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:49:56,071 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:49:56,147 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:49:56,221 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:49:56,296 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:49:56,370 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:49:56,442 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:49:56,517 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:49:56,593 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 01:49:56,671 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 01:49:56,746 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 01:49:56,821 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:49:56,900 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:49:56,977 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 01:49:57,053 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 01:49:57,125 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 01:49:57,195 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 01:49:57,264 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 01:49:57,331 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:57,400 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:49:57,469 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:49:57,538 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:49:57,609 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.929, mIoU: 0.636
2023-04-14 01:49:57,679 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.929, mIoU: 0.636
2023-04-14 01:49:57,749 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 01:49:57,818 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.929, mIoU: 0.636
2023-04-14 01:49:57,886 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:49:57,954 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:49:58,021 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:58,086 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:58,155 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:58,224 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:58,293 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:58,363 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:58,431 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:58,500 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:49:58,569 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:49:58,638 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:49:58,707 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:49:58,778 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:49:58,845 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:49:58,916 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:49:58,985 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.928, mIoU: 0.636
2023-04-14 01:49:59,054 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:49:59,123 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:49:59,189 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:49:59,258 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:49:59,326 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 01:49:59,835 semantic_segmentation INFO: Overall validation pixAcc: 93.668, mIoU: 64.067
2023-04-14 01:50:04,819 semantic_segmentation INFO: Iters: 14810/40000 || Lr: 0.013226 || Task Loss: 0.4608 || KD Loss: 0.0000|| Cost Time: 2:13:17 || Estimated Time: 3:46:41
2023-04-14 01:50:09,591 semantic_segmentation INFO: Iters: 14820/40000 || Lr: 0.013221 || Task Loss: 0.2509 || KD Loss: 0.0000|| Cost Time: 2:13:21 || Estimated Time: 3:46:35
2023-04-14 01:50:14,381 semantic_segmentation INFO: Iters: 14830/40000 || Lr: 0.013216 || Task Loss: 0.3764 || KD Loss: 0.0000|| Cost Time: 2:13:26 || Estimated Time: 3:46:28
2023-04-14 01:50:19,155 semantic_segmentation INFO: Iters: 14840/40000 || Lr: 0.013212 || Task Loss: 0.2032 || KD Loss: 0.0000|| Cost Time: 2:13:31 || Estimated Time: 3:46:22
2023-04-14 01:50:23,935 semantic_segmentation INFO: Iters: 14850/40000 || Lr: 0.013207 || Task Loss: 0.4204 || KD Loss: 0.0000|| Cost Time: 2:13:36 || Estimated Time: 3:46:15
2023-04-14 01:50:28,693 semantic_segmentation INFO: Iters: 14860/40000 || Lr: 0.013202 || Task Loss: 0.3346 || KD Loss: 0.0000|| Cost Time: 2:13:40 || Estimated Time: 3:46:09
2023-04-14 01:50:33,448 semantic_segmentation INFO: Iters: 14870/40000 || Lr: 0.013197 || Task Loss: 0.4561 || KD Loss: 0.0000|| Cost Time: 2:13:45 || Estimated Time: 3:46:02
2023-04-14 01:50:38,194 semantic_segmentation INFO: Iters: 14880/40000 || Lr: 0.013193 || Task Loss: 0.3424 || KD Loss: 0.0000|| Cost Time: 2:13:50 || Estimated Time: 3:45:56
2023-04-14 01:50:42,990 semantic_segmentation INFO: Iters: 14890/40000 || Lr: 0.013188 || Task Loss: 0.2649 || KD Loss: 0.0000|| Cost Time: 2:13:55 || Estimated Time: 3:45:49
2023-04-14 01:50:47,828 semantic_segmentation INFO: Iters: 14900/40000 || Lr: 0.013183 || Task Loss: 0.5624 || KD Loss: 0.0000|| Cost Time: 2:14:00 || Estimated Time: 3:45:43
2023-04-14 01:50:52,662 semantic_segmentation INFO: Iters: 14910/40000 || Lr: 0.013179 || Task Loss: 0.2553 || KD Loss: 0.0000|| Cost Time: 2:14:04 || Estimated Time: 3:45:37
2023-04-14 01:50:57,453 semantic_segmentation INFO: Iters: 14920/40000 || Lr: 0.013174 || Task Loss: 0.2334 || KD Loss: 0.0000|| Cost Time: 2:14:09 || Estimated Time: 3:45:30
2023-04-14 01:51:02,233 semantic_segmentation INFO: Iters: 14930/40000 || Lr: 0.013169 || Task Loss: 0.2727 || KD Loss: 0.0000|| Cost Time: 2:14:14 || Estimated Time: 3:45:24
2023-04-14 01:51:07,001 semantic_segmentation INFO: Iters: 14940/40000 || Lr: 0.013165 || Task Loss: 0.2991 || KD Loss: 0.0000|| Cost Time: 2:14:19 || Estimated Time: 3:45:17
2023-04-14 01:51:11,792 semantic_segmentation INFO: Iters: 14950/40000 || Lr: 0.013160 || Task Loss: 0.3643 || KD Loss: 0.0000|| Cost Time: 2:14:24 || Estimated Time: 3:45:11
2023-04-14 01:51:16,573 semantic_segmentation INFO: Iters: 14960/40000 || Lr: 0.013155 || Task Loss: 0.4689 || KD Loss: 0.0000|| Cost Time: 2:14:28 || Estimated Time: 3:45:05
2023-04-14 01:51:21,356 semantic_segmentation INFO: Iters: 14970/40000 || Lr: 0.013151 || Task Loss: 0.3161 || KD Loss: 0.0000|| Cost Time: 2:14:33 || Estimated Time: 3:44:58
2023-04-14 01:51:26,192 semantic_segmentation INFO: Iters: 14980/40000 || Lr: 0.013146 || Task Loss: 0.3101 || KD Loss: 0.0000|| Cost Time: 2:14:38 || Estimated Time: 3:44:52
2023-04-14 01:51:30,981 semantic_segmentation INFO: Iters: 14990/40000 || Lr: 0.013141 || Task Loss: 0.5491 || KD Loss: 0.0000|| Cost Time: 2:14:43 || Estimated Time: 3:44:45
2023-04-14 01:51:35,747 semantic_segmentation INFO: Iters: 15000/40000 || Lr: 0.013136 || Task Loss: 0.5181 || KD Loss: 0.0000|| Cost Time: 2:14:48 || Estimated Time: 3:44:39
2023-04-14 01:51:40,537 semantic_segmentation INFO: Iters: 15010/40000 || Lr: 0.013132 || Task Loss: 0.4868 || KD Loss: 0.0000|| Cost Time: 2:14:52 || Estimated Time: 3:44:33
2023-04-14 01:51:45,317 semantic_segmentation INFO: Iters: 15020/40000 || Lr: 0.013127 || Task Loss: 0.4103 || KD Loss: 0.0000|| Cost Time: 2:14:57 || Estimated Time: 3:44:26
2023-04-14 01:51:50,101 semantic_segmentation INFO: Iters: 15030/40000 || Lr: 0.013122 || Task Loss: 0.3136 || KD Loss: 0.0000|| Cost Time: 2:15:02 || Estimated Time: 3:44:20
2023-04-14 01:51:54,963 semantic_segmentation INFO: Iters: 15040/40000 || Lr: 0.013118 || Task Loss: 0.2983 || KD Loss: 0.0000|| Cost Time: 2:15:07 || Estimated Time: 3:44:14
2023-04-14 01:51:59,789 semantic_segmentation INFO: Iters: 15050/40000 || Lr: 0.013113 || Task Loss: 0.2897 || KD Loss: 0.0000|| Cost Time: 2:15:12 || Estimated Time: 3:44:07
2023-04-14 01:52:04,596 semantic_segmentation INFO: Iters: 15060/40000 || Lr: 0.013108 || Task Loss: 0.4194 || KD Loss: 0.0000|| Cost Time: 2:15:16 || Estimated Time: 3:44:01
2023-04-14 01:52:09,351 semantic_segmentation INFO: Iters: 15070/40000 || Lr: 0.013104 || Task Loss: 0.2601 || KD Loss: 0.0000|| Cost Time: 2:15:21 || Estimated Time: 3:43:55
2023-04-14 01:52:14,202 semantic_segmentation INFO: Iters: 15080/40000 || Lr: 0.013099 || Task Loss: 0.3711 || KD Loss: 0.0000|| Cost Time: 2:15:26 || Estimated Time: 3:43:48
2023-04-14 01:52:18,961 semantic_segmentation INFO: Iters: 15090/40000 || Lr: 0.013094 || Task Loss: 0.2251 || KD Loss: 0.0000|| Cost Time: 2:15:31 || Estimated Time: 3:43:42
2023-04-14 01:52:23,741 semantic_segmentation INFO: Iters: 15100/40000 || Lr: 0.013090 || Task Loss: 0.2981 || KD Loss: 0.0000|| Cost Time: 2:15:36 || Estimated Time: 3:43:35
2023-04-14 01:52:28,577 semantic_segmentation INFO: Iters: 15110/40000 || Lr: 0.013085 || Task Loss: 0.2966 || KD Loss: 0.0000|| Cost Time: 2:15:40 || Estimated Time: 3:43:29
2023-04-14 01:52:33,359 semantic_segmentation INFO: Iters: 15120/40000 || Lr: 0.013080 || Task Loss: 0.3165 || KD Loss: 0.0000|| Cost Time: 2:15:45 || Estimated Time: 3:43:23
2023-04-14 01:52:38,160 semantic_segmentation INFO: Iters: 15130/40000 || Lr: 0.013075 || Task Loss: 0.2879 || KD Loss: 0.0000|| Cost Time: 2:15:50 || Estimated Time: 3:43:16
2023-04-14 01:52:42,973 semantic_segmentation INFO: Iters: 15140/40000 || Lr: 0.013071 || Task Loss: 0.3286 || KD Loss: 0.0000|| Cost Time: 2:15:55 || Estimated Time: 3:43:10
2023-04-14 01:52:47,774 semantic_segmentation INFO: Iters: 15150/40000 || Lr: 0.013066 || Task Loss: 0.4442 || KD Loss: 0.0000|| Cost Time: 2:16:00 || Estimated Time: 3:43:04
2023-04-14 01:52:52,597 semantic_segmentation INFO: Iters: 15160/40000 || Lr: 0.013061 || Task Loss: 0.3495 || KD Loss: 0.0000|| Cost Time: 2:16:04 || Estimated Time: 3:42:57
2023-04-14 01:52:57,407 semantic_segmentation INFO: Iters: 15170/40000 || Lr: 0.013057 || Task Loss: 0.2467 || KD Loss: 0.0000|| Cost Time: 2:16:09 || Estimated Time: 3:42:51
2023-04-14 01:53:02,228 semantic_segmentation INFO: Iters: 15180/40000 || Lr: 0.013052 || Task Loss: 0.3269 || KD Loss: 0.0000|| Cost Time: 2:16:14 || Estimated Time: 3:42:45
2023-04-14 01:53:07,055 semantic_segmentation INFO: Iters: 15190/40000 || Lr: 0.013047 || Task Loss: 0.3451 || KD Loss: 0.0000|| Cost Time: 2:16:19 || Estimated Time: 3:42:38
2023-04-14 01:53:11,864 semantic_segmentation INFO: Iters: 15200/40000 || Lr: 0.013043 || Task Loss: 0.3125 || KD Loss: 0.0000|| Cost Time: 2:16:24 || Estimated Time: 3:42:32
2023-04-14 01:53:12,178 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:53:15,249 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.375
2023-04-14 01:53:15,338 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.455
2023-04-14 01:53:15,433 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.483
2023-04-14 01:53:15,520 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.513
2023-04-14 01:53:15,597 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.502
2023-04-14 01:53:15,671 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.498
2023-04-14 01:53:15,746 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.951, mIoU: 0.481
2023-04-14 01:53:15,821 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.520
2023-04-14 01:53:15,895 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.529
2023-04-14 01:53:15,972 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.563
2023-04-14 01:53:16,045 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.577
2023-04-14 01:53:16,118 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.594
2023-04-14 01:53:16,191 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.935, mIoU: 0.584
2023-04-14 01:53:16,264 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.932, mIoU: 0.568
2023-04-14 01:53:16,337 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.929, mIoU: 0.543
2023-04-14 01:53:16,411 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.927, mIoU: 0.539
2023-04-14 01:53:16,485 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.927, mIoU: 0.536
2023-04-14 01:53:16,556 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.927, mIoU: 0.536
2023-04-14 01:53:16,632 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.926, mIoU: 0.544
2023-04-14 01:53:16,712 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.927, mIoU: 0.553
2023-04-14 01:53:16,789 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.554
2023-04-14 01:53:16,866 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.568
2023-04-14 01:53:16,942 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.569
2023-04-14 01:53:17,014 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.575
2023-04-14 01:53:17,089 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.571
2023-04-14 01:53:17,165 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.573
2023-04-14 01:53:17,243 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.575
2023-04-14 01:53:17,318 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.918, mIoU: 0.573
2023-04-14 01:53:17,391 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.918, mIoU: 0.576
2023-04-14 01:53:17,466 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.573
2023-04-14 01:53:17,540 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.918, mIoU: 0.574
2023-04-14 01:53:17,610 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.918, mIoU: 0.574
2023-04-14 01:53:17,682 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.572
2023-04-14 01:53:17,753 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.574
2023-04-14 01:53:17,825 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.919, mIoU: 0.577
2023-04-14 01:53:17,896 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.919, mIoU: 0.576
2023-04-14 01:53:17,966 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.920, mIoU: 0.573
2023-04-14 01:53:18,045 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.918, mIoU: 0.571
2023-04-14 01:53:18,125 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.917, mIoU: 0.564
2023-04-14 01:53:18,205 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.918, mIoU: 0.566
2023-04-14 01:53:18,282 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.918, mIoU: 0.570
2023-04-14 01:53:18,357 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.919, mIoU: 0.569
2023-04-14 01:53:18,435 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.571
2023-04-14 01:53:18,512 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.921, mIoU: 0.572
2023-04-14 01:53:18,585 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.570
2023-04-14 01:53:18,657 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.569
2023-04-14 01:53:18,732 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.570
2023-04-14 01:53:18,807 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.924, mIoU: 0.569
2023-04-14 01:53:18,879 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.575
2023-04-14 01:53:18,954 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.924, mIoU: 0.577
2023-04-14 01:53:19,030 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.577
2023-04-14 01:53:19,102 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.584
2023-04-14 01:53:19,174 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.582
2023-04-14 01:53:19,250 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.921, mIoU: 0.578
2023-04-14 01:53:19,322 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.576
2023-04-14 01:53:19,399 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.919, mIoU: 0.575
2023-04-14 01:53:19,471 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.920, mIoU: 0.575
2023-04-14 01:53:19,550 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.582
2023-04-14 01:53:19,627 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.920, mIoU: 0.587
2023-04-14 01:53:19,701 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.920, mIoU: 0.587
2023-04-14 01:53:19,774 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.920, mIoU: 0.591
2023-04-14 01:53:19,851 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.920, mIoU: 0.593
2023-04-14 01:53:19,924 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.920, mIoU: 0.592
2023-04-14 01:53:19,999 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.920, mIoU: 0.596
2023-04-14 01:53:20,072 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 01:53:20,143 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.919, mIoU: 0.597
2023-04-14 01:53:20,214 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.918, mIoU: 0.596
2023-04-14 01:53:20,288 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.917, mIoU: 0.594
2023-04-14 01:53:20,358 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.917, mIoU: 0.593
2023-04-14 01:53:20,431 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.917, mIoU: 0.592
2023-04-14 01:53:20,505 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.917, mIoU: 0.592
2023-04-14 01:53:20,584 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.590
2023-04-14 01:53:20,664 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.918, mIoU: 0.588
2023-04-14 01:53:20,742 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.918, mIoU: 0.588
2023-04-14 01:53:20,818 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.588
2023-04-14 01:53:20,895 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.918, mIoU: 0.587
2023-04-14 01:53:20,969 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.918, mIoU: 0.587
2023-04-14 01:53:21,043 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.919, mIoU: 0.587
2023-04-14 01:53:21,116 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.587
2023-04-14 01:53:21,193 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.919, mIoU: 0.589
2023-04-14 01:53:21,269 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.919, mIoU: 0.591
2023-04-14 01:53:21,343 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.919, mIoU: 0.591
2023-04-14 01:53:21,417 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.919, mIoU: 0.591
2023-04-14 01:53:21,486 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.918, mIoU: 0.590
2023-04-14 01:53:21,557 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 01:53:21,628 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.915, mIoU: 0.588
2023-04-14 01:53:21,703 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 01:53:21,775 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 01:53:21,845 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 01:53:21,916 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.916, mIoU: 0.588
2023-04-14 01:53:21,988 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.917, mIoU: 0.588
2023-04-14 01:53:22,054 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.916, mIoU: 0.597
2023-04-14 01:53:22,124 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.917, mIoU: 0.597
2023-04-14 01:53:22,196 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.598
2023-04-14 01:53:22,267 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.918, mIoU: 0.598
2023-04-14 01:53:22,341 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.598
2023-04-14 01:53:22,426 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.596
2023-04-14 01:53:22,506 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.596
2023-04-14 01:53:22,581 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.595
2023-04-14 01:53:22,657 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.595
2023-04-14 01:53:22,731 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.915, mIoU: 0.595
2023-04-14 01:53:22,805 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.915, mIoU: 0.594
2023-04-14 01:53:22,876 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.915, mIoU: 0.594
2023-04-14 01:53:22,949 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.915, mIoU: 0.594
2023-04-14 01:53:23,026 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.915, mIoU: 0.595
2023-04-14 01:53:23,103 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.915, mIoU: 0.595
2023-04-14 01:53:23,177 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.916, mIoU: 0.595
2023-04-14 01:53:23,253 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.916, mIoU: 0.596
2023-04-14 01:53:23,330 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.916, mIoU: 0.596
2023-04-14 01:53:23,404 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.915, mIoU: 0.594
2023-04-14 01:53:23,476 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.915, mIoU: 0.594
2023-04-14 01:53:23,547 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.915, mIoU: 0.594
2023-04-14 01:53:23,617 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.915, mIoU: 0.593
2023-04-14 01:53:23,687 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.915, mIoU: 0.593
2023-04-14 01:53:23,762 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.916, mIoU: 0.593
2023-04-14 01:53:23,832 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.916, mIoU: 0.593
2023-04-14 01:53:23,903 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.916, mIoU: 0.595
2023-04-14 01:53:23,978 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.916, mIoU: 0.595
2023-04-14 01:53:24,056 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.916, mIoU: 0.600
2023-04-14 01:53:24,137 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.916, mIoU: 0.600
2023-04-14 01:53:24,217 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.600
2023-04-14 01:53:24,294 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.599
2023-04-14 01:53:24,367 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.916, mIoU: 0.599
2023-04-14 01:53:24,443 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.602
2023-04-14 01:53:24,515 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.602
2023-04-14 01:53:24,585 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.916, mIoU: 0.604
2023-04-14 01:53:24,662 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.916, mIoU: 0.606
2023-04-14 01:53:24,738 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.607
2023-04-14 01:53:24,812 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.606
2023-04-14 01:53:24,886 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.916, mIoU: 0.606
2023-04-14 01:53:24,962 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.917, mIoU: 0.606
2023-04-14 01:53:25,035 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.917, mIoU: 0.606
2023-04-14 01:53:25,114 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.917, mIoU: 0.606
2023-04-14 01:53:25,189 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:25,263 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.918, mIoU: 0.604
2023-04-14 01:53:25,336 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.918, mIoU: 0.604
2023-04-14 01:53:25,409 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.604
2023-04-14 01:53:25,483 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.918, mIoU: 0.603
2023-04-14 01:53:25,554 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.918, mIoU: 0.604
2023-04-14 01:53:25,633 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:53:25,710 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.918, mIoU: 0.608
2023-04-14 01:53:25,789 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:53:25,861 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:53:25,933 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:26,004 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:26,076 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:53:26,145 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:53:26,219 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:53:26,290 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:26,360 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:26,435 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:53:26,515 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:53:26,593 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:26,670 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:26,746 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:26,820 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:26,893 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.918, mIoU: 0.607
2023-04-14 01:53:26,967 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.918, mIoU: 0.606
2023-04-14 01:53:27,040 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.919, mIoU: 0.606
2023-04-14 01:53:27,112 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.919, mIoU: 0.606
2023-04-14 01:53:27,184 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.919, mIoU: 0.605
2023-04-14 01:53:27,257 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.918, mIoU: 0.602
2023-04-14 01:53:27,334 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.918, mIoU: 0.602
2023-04-14 01:53:27,413 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.918, mIoU: 0.602
2023-04-14 01:53:27,488 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.918, mIoU: 0.602
2023-04-14 01:53:27,562 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.919, mIoU: 0.602
2023-04-14 01:53:27,641 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.919, mIoU: 0.603
2023-04-14 01:53:27,721 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.919, mIoU: 0.603
2023-04-14 01:53:27,792 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.919, mIoU: 0.603
2023-04-14 01:53:27,868 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.603
2023-04-14 01:53:27,941 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.920, mIoU: 0.604
2023-04-14 01:53:28,015 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:53:28,091 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:53:28,168 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:53:28,248 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:53:28,323 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.920, mIoU: 0.602
2023-04-14 01:53:28,397 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.920, mIoU: 0.602
2023-04-14 01:53:28,471 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:53:28,543 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:53:28,615 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:53:28,689 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:53:28,765 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.920, mIoU: 0.603
2023-04-14 01:53:28,842 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 01:53:28,918 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 01:53:28,994 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 01:53:29,071 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 01:53:29,144 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 01:53:29,219 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 01:53:29,291 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.921, mIoU: 0.602
2023-04-14 01:53:29,362 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.921, mIoU: 0.603
2023-04-14 01:53:29,437 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.922, mIoU: 0.603
2023-04-14 01:53:29,508 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 01:53:29,584 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.922, mIoU: 0.606
2023-04-14 01:53:29,657 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.922, mIoU: 0.605
2023-04-14 01:53:29,730 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.922, mIoU: 0.605
2023-04-14 01:53:29,801 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.922, mIoU: 0.605
2023-04-14 01:53:29,875 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.922, mIoU: 0.605
2023-04-14 01:53:29,950 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 01:53:30,021 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 01:53:30,092 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.922, mIoU: 0.604
2023-04-14 01:53:30,163 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.922, mIoU: 0.607
2023-04-14 01:53:30,233 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.922, mIoU: 0.606
2023-04-14 01:53:30,305 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.922, mIoU: 0.606
2023-04-14 01:53:30,375 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.922, mIoU: 0.606
2023-04-14 01:53:30,444 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:30,514 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 01:53:30,582 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 01:53:30,653 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:30,721 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:30,795 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:30,870 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 01:53:30,943 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:31,017 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:31,087 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.923, mIoU: 0.607
2023-04-14 01:53:31,164 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:31,243 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:31,322 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:53:31,396 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:53:31,469 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:53:31,540 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:53:31,609 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.924, mIoU: 0.603
2023-04-14 01:53:31,679 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-14 01:53:31,749 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-14 01:53:31,816 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-14 01:53:31,882 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-14 01:53:31,948 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-14 01:53:32,013 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.924, mIoU: 0.604
2023-04-14 01:53:32,078 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.925, mIoU: 0.604
2023-04-14 01:53:32,142 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:53:32,205 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:53:32,268 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:32,328 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:32,391 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:32,453 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:32,516 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:32,579 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:32,642 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.923, mIoU: 0.606
2023-04-14 01:53:32,707 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:53:32,772 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 01:53:32,836 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 01:53:32,900 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 01:53:32,965 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 01:53:33,026 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.923, mIoU: 0.604
2023-04-14 01:53:33,090 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.924, mIoU: 0.605
2023-04-14 01:53:33,154 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:53:33,216 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.924, mIoU: 0.607
2023-04-14 01:53:33,279 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.924, mIoU: 0.606
2023-04-14 01:53:33,339 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 01:53:33,406 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 01:53:33,480 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.923, mIoU: 0.605
2023-04-14 01:53:34,306 semantic_segmentation INFO: Overall validation pixAcc: 93.152, mIoU: 62.056
2023-04-14 01:53:39,337 semantic_segmentation INFO: Iters: 15210/40000 || Lr: 0.013038 || Task Loss: 0.3273 || KD Loss: 0.0000|| Cost Time: 2:16:51 || Estimated Time: 3:43:03
2023-04-14 01:53:44,131 semantic_segmentation INFO: Iters: 15220/40000 || Lr: 0.013033 || Task Loss: 0.2749 || KD Loss: 0.0000|| Cost Time: 2:16:56 || Estimated Time: 3:42:56
2023-04-14 01:53:48,948 semantic_segmentation INFO: Iters: 15230/40000 || Lr: 0.013029 || Task Loss: 0.3300 || KD Loss: 0.0000|| Cost Time: 2:17:01 || Estimated Time: 3:42:50
2023-04-14 01:53:53,712 semantic_segmentation INFO: Iters: 15240/40000 || Lr: 0.013024 || Task Loss: 0.2302 || KD Loss: 0.0000|| Cost Time: 2:17:05 || Estimated Time: 3:42:44
2023-04-14 01:53:58,471 semantic_segmentation INFO: Iters: 15250/40000 || Lr: 0.013019 || Task Loss: 0.3871 || KD Loss: 0.0000|| Cost Time: 2:17:10 || Estimated Time: 3:42:37
2023-04-14 01:54:03,242 semantic_segmentation INFO: Iters: 15260/40000 || Lr: 0.013014 || Task Loss: 0.2154 || KD Loss: 0.0000|| Cost Time: 2:17:15 || Estimated Time: 3:42:31
2023-04-14 01:54:07,998 semantic_segmentation INFO: Iters: 15270/40000 || Lr: 0.013010 || Task Loss: 0.2763 || KD Loss: 0.0000|| Cost Time: 2:17:20 || Estimated Time: 3:42:24
2023-04-14 01:54:12,773 semantic_segmentation INFO: Iters: 15280/40000 || Lr: 0.013005 || Task Loss: 0.2309 || KD Loss: 0.0000|| Cost Time: 2:17:25 || Estimated Time: 3:42:18
2023-04-14 01:54:17,587 semantic_segmentation INFO: Iters: 15290/40000 || Lr: 0.013000 || Task Loss: 0.2517 || KD Loss: 0.0000|| Cost Time: 2:17:29 || Estimated Time: 3:42:12
2023-04-14 01:54:22,393 semantic_segmentation INFO: Iters: 15300/40000 || Lr: 0.012996 || Task Loss: 0.2150 || KD Loss: 0.0000|| Cost Time: 2:17:34 || Estimated Time: 3:42:05
2023-04-14 01:54:27,156 semantic_segmentation INFO: Iters: 15310/40000 || Lr: 0.012991 || Task Loss: 0.2715 || KD Loss: 0.0000|| Cost Time: 2:17:39 || Estimated Time: 3:41:59
2023-04-14 01:54:31,947 semantic_segmentation INFO: Iters: 15320/40000 || Lr: 0.012986 || Task Loss: 0.3071 || KD Loss: 0.0000|| Cost Time: 2:17:44 || Estimated Time: 3:41:52
2023-04-14 01:54:36,762 semantic_segmentation INFO: Iters: 15330/40000 || Lr: 0.012982 || Task Loss: 0.2364 || KD Loss: 0.0000|| Cost Time: 2:17:49 || Estimated Time: 3:41:46
2023-04-14 01:54:41,603 semantic_segmentation INFO: Iters: 15340/40000 || Lr: 0.012977 || Task Loss: 0.3791 || KD Loss: 0.0000|| Cost Time: 2:17:53 || Estimated Time: 3:41:40
2023-04-14 01:54:46,398 semantic_segmentation INFO: Iters: 15350/40000 || Lr: 0.012972 || Task Loss: 0.2845 || KD Loss: 0.0000|| Cost Time: 2:17:58 || Estimated Time: 3:41:33
2023-04-14 01:54:51,170 semantic_segmentation INFO: Iters: 15360/40000 || Lr: 0.012967 || Task Loss: 0.2842 || KD Loss: 0.0000|| Cost Time: 2:18:03 || Estimated Time: 3:41:27
2023-04-14 01:54:55,941 semantic_segmentation INFO: Iters: 15370/40000 || Lr: 0.012963 || Task Loss: 0.2284 || KD Loss: 0.0000|| Cost Time: 2:18:08 || Estimated Time: 3:41:21
2023-04-14 01:55:00,714 semantic_segmentation INFO: Iters: 15380/40000 || Lr: 0.012958 || Task Loss: 0.4569 || KD Loss: 0.0000|| Cost Time: 2:18:12 || Estimated Time: 3:41:14
2023-04-14 01:55:05,465 semantic_segmentation INFO: Iters: 15390/40000 || Lr: 0.012953 || Task Loss: 0.4081 || KD Loss: 0.0000|| Cost Time: 2:18:17 || Estimated Time: 3:41:08
2023-04-14 01:55:10,248 semantic_segmentation INFO: Iters: 15400/40000 || Lr: 0.012949 || Task Loss: 0.2520 || KD Loss: 0.0000|| Cost Time: 2:18:22 || Estimated Time: 3:41:02
2023-04-14 01:55:15,075 semantic_segmentation INFO: Iters: 15410/40000 || Lr: 0.012944 || Task Loss: 0.2693 || KD Loss: 0.0000|| Cost Time: 2:18:27 || Estimated Time: 3:40:55
2023-04-14 01:55:19,837 semantic_segmentation INFO: Iters: 15420/40000 || Lr: 0.012939 || Task Loss: 0.2361 || KD Loss: 0.0000|| Cost Time: 2:18:32 || Estimated Time: 3:40:49
2023-04-14 01:55:24,654 semantic_segmentation INFO: Iters: 15430/40000 || Lr: 0.012935 || Task Loss: 0.2562 || KD Loss: 0.0000|| Cost Time: 2:18:36 || Estimated Time: 3:40:43
2023-04-14 01:55:29,474 semantic_segmentation INFO: Iters: 15440/40000 || Lr: 0.012930 || Task Loss: 0.3017 || KD Loss: 0.0000|| Cost Time: 2:18:41 || Estimated Time: 3:40:36
2023-04-14 01:55:34,294 semantic_segmentation INFO: Iters: 15450/40000 || Lr: 0.012925 || Task Loss: 0.3885 || KD Loss: 0.0000|| Cost Time: 2:18:46 || Estimated Time: 3:40:30
2023-04-14 01:55:39,076 semantic_segmentation INFO: Iters: 15460/40000 || Lr: 0.012920 || Task Loss: 0.2203 || KD Loss: 0.0000|| Cost Time: 2:18:51 || Estimated Time: 3:40:24
2023-04-14 01:55:43,860 semantic_segmentation INFO: Iters: 15470/40000 || Lr: 0.012916 || Task Loss: 0.2563 || KD Loss: 0.0000|| Cost Time: 2:18:56 || Estimated Time: 3:40:17
2023-04-14 01:55:48,668 semantic_segmentation INFO: Iters: 15480/40000 || Lr: 0.012911 || Task Loss: 0.3537 || KD Loss: 0.0000|| Cost Time: 2:19:00 || Estimated Time: 3:40:11
2023-04-14 01:55:53,454 semantic_segmentation INFO: Iters: 15490/40000 || Lr: 0.012906 || Task Loss: 0.6376 || KD Loss: 0.0000|| Cost Time: 2:19:05 || Estimated Time: 3:40:05
2023-04-14 01:55:58,242 semantic_segmentation INFO: Iters: 15500/40000 || Lr: 0.012902 || Task Loss: 0.2846 || KD Loss: 0.0000|| Cost Time: 2:19:10 || Estimated Time: 3:39:58
2023-04-14 01:56:03,077 semantic_segmentation INFO: Iters: 15510/40000 || Lr: 0.012897 || Task Loss: 0.2706 || KD Loss: 0.0000|| Cost Time: 2:19:15 || Estimated Time: 3:39:52
2023-04-14 01:56:07,870 semantic_segmentation INFO: Iters: 15520/40000 || Lr: 0.012892 || Task Loss: 0.3354 || KD Loss: 0.0000|| Cost Time: 2:19:20 || Estimated Time: 3:39:46
2023-04-14 01:56:12,675 semantic_segmentation INFO: Iters: 15530/40000 || Lr: 0.012887 || Task Loss: 0.4902 || KD Loss: 0.0000|| Cost Time: 2:19:24 || Estimated Time: 3:39:39
2023-04-14 01:56:17,471 semantic_segmentation INFO: Iters: 15540/40000 || Lr: 0.012883 || Task Loss: 0.3176 || KD Loss: 0.0000|| Cost Time: 2:19:29 || Estimated Time: 3:39:33
2023-04-14 01:56:22,262 semantic_segmentation INFO: Iters: 15550/40000 || Lr: 0.012878 || Task Loss: 0.2639 || KD Loss: 0.0000|| Cost Time: 2:19:34 || Estimated Time: 3:39:27
2023-04-14 01:56:27,040 semantic_segmentation INFO: Iters: 15560/40000 || Lr: 0.012873 || Task Loss: 0.4221 || KD Loss: 0.0000|| Cost Time: 2:19:39 || Estimated Time: 3:39:20
2023-04-14 01:56:31,896 semantic_segmentation INFO: Iters: 15570/40000 || Lr: 0.012869 || Task Loss: 0.3109 || KD Loss: 0.0000|| Cost Time: 2:19:44 || Estimated Time: 3:39:14
2023-04-14 01:56:36,736 semantic_segmentation INFO: Iters: 15580/40000 || Lr: 0.012864 || Task Loss: 0.3124 || KD Loss: 0.0000|| Cost Time: 2:19:49 || Estimated Time: 3:39:08
2023-04-14 01:56:41,513 semantic_segmentation INFO: Iters: 15590/40000 || Lr: 0.012859 || Task Loss: 0.3926 || KD Loss: 0.0000|| Cost Time: 2:19:53 || Estimated Time: 3:39:02
2023-04-14 01:56:46,334 semantic_segmentation INFO: Iters: 15600/40000 || Lr: 0.012855 || Task Loss: 0.2177 || KD Loss: 0.0000|| Cost Time: 2:19:58 || Estimated Time: 3:38:55
2023-04-14 01:56:46,676 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 01:56:49,236 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.406
2023-04-14 01:56:49,388 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.494
2023-04-14 01:56:49,770 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.505
2023-04-14 01:56:49,861 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.528
2023-04-14 01:56:49,949 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.519
2023-04-14 01:56:50,027 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.520
2023-04-14 01:56:50,103 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.514
2023-04-14 01:56:50,176 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.555
2023-04-14 01:56:50,249 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.599
2023-04-14 01:56:50,324 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.627
2023-04-14 01:56:50,394 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.646
2023-04-14 01:56:50,462 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.642
2023-04-14 01:56:50,530 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.628
2023-04-14 01:56:50,599 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.608
2023-04-14 01:56:50,669 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.577
2023-04-14 01:56:50,740 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.572
2023-04-14 01:56:50,810 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.574
2023-04-14 01:56:50,879 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.575
2023-04-14 01:56:50,947 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.581
2023-04-14 01:56:51,018 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.586
2023-04-14 01:56:51,092 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.586
2023-04-14 01:56:51,164 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.601
2023-04-14 01:56:51,242 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.599
2023-04-14 01:56:51,322 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.606
2023-04-14 01:56:51,398 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.611
2023-04-14 01:56:51,481 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.612
2023-04-14 01:56:51,558 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.607
2023-04-14 01:56:51,634 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.605
2023-04-14 01:56:51,711 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.607
2023-04-14 01:56:51,788 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.614
2023-04-14 01:56:51,865 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.613
2023-04-14 01:56:51,945 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.932, mIoU: 0.612
2023-04-14 01:56:52,024 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.617
2023-04-14 01:56:52,101 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.618
2023-04-14 01:56:52,177 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.619
2023-04-14 01:56:52,250 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.619
2023-04-14 01:56:52,321 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.616
2023-04-14 01:56:52,392 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.614
2023-04-14 01:56:52,461 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.610
2023-04-14 01:56:52,537 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.611
2023-04-14 01:56:52,612 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.611
2023-04-14 01:56:52,688 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.611
2023-04-14 01:56:52,762 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.611
2023-04-14 01:56:52,838 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.613
2023-04-14 01:56:52,916 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.611
2023-04-14 01:56:52,991 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.611
2023-04-14 01:56:53,068 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.612
2023-04-14 01:56:53,138 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.610
2023-04-14 01:56:53,212 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.616
2023-04-14 01:56:53,291 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.618
2023-04-14 01:56:53,371 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.619
2023-04-14 01:56:53,449 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.630
2023-04-14 01:56:53,528 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.631
2023-04-14 01:56:53,603 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.934, mIoU: 0.633
2023-04-14 01:56:53,679 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.631
2023-04-14 01:56:53,753 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.933, mIoU: 0.628
2023-04-14 01:56:53,824 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.628
2023-04-14 01:56:53,898 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.635
2023-04-14 01:56:53,973 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-14 01:56:54,045 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-14 01:56:54,125 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-14 01:56:54,207 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.641
2023-04-14 01:56:54,282 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-14 01:56:54,359 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 01:56:54,436 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.643
2023-04-14 01:56:54,512 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 01:56:54,582 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 01:56:54,654 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 01:56:54,730 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 01:56:54,808 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 01:56:54,887 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-14 01:56:54,965 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 01:56:55,040 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.637
2023-04-14 01:56:55,118 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.637
2023-04-14 01:56:55,191 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-14 01:56:55,263 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 01:56:55,336 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-14 01:56:55,412 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-14 01:56:55,492 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-14 01:56:55,568 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 01:56:55,642 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 01:56:55,721 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-14 01:56:55,796 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-14 01:56:55,868 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 01:56:55,940 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:56:56,013 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-14 01:56:56,090 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:56:56,164 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:56:56,239 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:56:56,315 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:56:56,391 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-14 01:56:56,466 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:56:56,542 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:56:56,617 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:56:56,691 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:56:56,761 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:56:56,836 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 01:56:56,913 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:56:56,990 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 01:56:57,067 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 01:56:57,145 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 01:56:57,219 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 01:56:57,294 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 01:56:57,372 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 01:56:57,443 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 01:56:57,513 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 01:56:57,589 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 01:56:57,674 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:56:57,757 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:56:57,832 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:56:57,909 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:56:57,980 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:56:58,052 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:56:58,121 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 01:56:58,190 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 01:56:58,262 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 01:56:58,337 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:56:58,411 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:56:58,487 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 01:56:58,563 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 01:56:58,637 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:56:58,710 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 01:56:58,783 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 01:56:58,856 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-14 01:56:58,930 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 01:56:59,004 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 01:56:59,078 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.635
2023-04-14 01:56:59,150 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-14 01:56:59,222 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 01:56:59,300 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:56:59,377 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:56:59,453 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.634
2023-04-14 01:56:59,526 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:56:59,600 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 01:56:59,673 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 01:56:59,748 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 01:56:59,819 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 01:56:59,896 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:56:59,969 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:57:00,044 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:57:00,121 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:57:00,197 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:57:00,274 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:57:00,346 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:57:00,419 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.928, mIoU: 0.637
2023-04-14 01:57:00,492 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:57:00,565 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:57:00,646 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:57:00,721 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:57:00,795 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:57:00,872 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:57:00,953 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:57:01,028 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:57:01,104 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:57:01,179 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:57:01,255 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:57:01,326 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 01:57:01,398 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 01:57:01,469 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:57:01,539 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 01:57:01,611 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 01:57:01,684 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 01:57:01,763 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 01:57:01,843 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:57:01,917 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:57:01,994 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.928, mIoU: 0.634
2023-04-14 01:57:02,070 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 01:57:02,149 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.929, mIoU: 0.634
2023-04-14 01:57:02,223 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 01:57:02,295 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 01:57:02,369 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.929, mIoU: 0.636
2023-04-14 01:57:02,445 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 01:57:02,529 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 01:57:02,607 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 01:57:02,684 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 01:57:02,757 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:57:02,832 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:57:02,905 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 01:57:02,977 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:57:03,049 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:57:03,120 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:57:03,201 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:57:03,284 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:57:03,362 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:57:03,435 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 01:57:03,511 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 01:57:03,582 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 01:57:03,654 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 01:57:03,732 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-14 01:57:03,809 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-14 01:57:03,894 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.931, mIoU: 0.636
2023-04-14 01:57:03,967 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.931, mIoU: 0.636
2023-04-14 01:57:04,049 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 01:57:04,125 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 01:57:04,198 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 01:57:04,268 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 01:57:04,340 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 01:57:04,417 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-14 01:57:04,495 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-14 01:57:04,570 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-14 01:57:04,648 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 01:57:04,724 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 01:57:04,798 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 01:57:04,871 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 01:57:04,944 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 01:57:05,016 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 01:57:05,089 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 01:57:05,161 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 01:57:05,242 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 01:57:05,323 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-14 01:57:05,399 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 01:57:05,475 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 01:57:05,553 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 01:57:05,625 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 01:57:05,696 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 01:57:05,768 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 01:57:05,843 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 01:57:05,919 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-14 01:57:05,995 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 01:57:06,069 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 01:57:06,141 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-14 01:57:06,213 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-14 01:57:06,283 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-14 01:57:06,353 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-14 01:57:06,421 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-14 01:57:06,487 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-14 01:57:06,554 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-14 01:57:06,620 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-14 01:57:06,685 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-14 01:57:06,750 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-14 01:57:06,815 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:06,878 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:06,943 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:07,010 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:07,080 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:07,149 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:07,216 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:07,286 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:07,356 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-14 01:57:07,426 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.933, mIoU: 0.635
2023-04-14 01:57:07,496 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:07,566 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:07,633 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 01:57:07,701 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-14 01:57:07,770 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-14 01:57:07,838 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 01:57:07,905 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 01:57:07,970 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 01:57:08,039 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 01:57:08,109 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 01:57:08,839 semantic_segmentation INFO: Overall validation pixAcc: 93.921, mIoU: 64.755
2023-04-14 01:57:13,860 semantic_segmentation INFO: Iters: 15610/40000 || Lr: 0.012850 || Task Loss: 0.2876 || KD Loss: 0.0000|| Cost Time: 2:20:26 || Estimated Time: 3:39:25
2023-04-14 01:57:18,669 semantic_segmentation INFO: Iters: 15620/40000 || Lr: 0.012845 || Task Loss: 0.3321 || KD Loss: 0.0000|| Cost Time: 2:20:30 || Estimated Time: 3:39:18
2023-04-14 01:57:23,446 semantic_segmentation INFO: Iters: 15630/40000 || Lr: 0.012840 || Task Loss: 0.3338 || KD Loss: 0.0000|| Cost Time: 2:20:35 || Estimated Time: 3:39:12
2023-04-14 01:57:28,219 semantic_segmentation INFO: Iters: 15640/40000 || Lr: 0.012836 || Task Loss: 0.2617 || KD Loss: 0.0000|| Cost Time: 2:20:40 || Estimated Time: 3:39:06
2023-04-14 01:57:33,026 semantic_segmentation INFO: Iters: 15650/40000 || Lr: 0.012831 || Task Loss: 0.2323 || KD Loss: 0.0000|| Cost Time: 2:20:45 || Estimated Time: 3:38:59
2023-04-14 01:57:37,829 semantic_segmentation INFO: Iters: 15660/40000 || Lr: 0.012826 || Task Loss: 0.3807 || KD Loss: 0.0000|| Cost Time: 2:20:50 || Estimated Time: 3:38:53
2023-04-14 01:57:42,614 semantic_segmentation INFO: Iters: 15670/40000 || Lr: 0.012822 || Task Loss: 0.2775 || KD Loss: 0.0000|| Cost Time: 2:20:54 || Estimated Time: 3:38:47
2023-04-14 01:57:47,447 semantic_segmentation INFO: Iters: 15680/40000 || Lr: 0.012817 || Task Loss: 0.3214 || KD Loss: 0.0000|| Cost Time: 2:20:59 || Estimated Time: 3:38:40
2023-04-14 01:57:52,243 semantic_segmentation INFO: Iters: 15690/40000 || Lr: 0.012812 || Task Loss: 0.3331 || KD Loss: 0.0000|| Cost Time: 2:21:04 || Estimated Time: 3:38:34
2023-04-14 01:57:57,015 semantic_segmentation INFO: Iters: 15700/40000 || Lr: 0.012808 || Task Loss: 0.3516 || KD Loss: 0.0000|| Cost Time: 2:21:09 || Estimated Time: 3:38:28
2023-04-14 01:58:01,795 semantic_segmentation INFO: Iters: 15710/40000 || Lr: 0.012803 || Task Loss: 0.4261 || KD Loss: 0.0000|| Cost Time: 2:21:14 || Estimated Time: 3:38:21
2023-04-14 01:58:06,603 semantic_segmentation INFO: Iters: 15720/40000 || Lr: 0.012798 || Task Loss: 0.3736 || KD Loss: 0.0000|| Cost Time: 2:21:18 || Estimated Time: 3:38:15
2023-04-14 01:58:11,373 semantic_segmentation INFO: Iters: 15730/40000 || Lr: 0.012793 || Task Loss: 0.2763 || KD Loss: 0.0000|| Cost Time: 2:21:23 || Estimated Time: 3:38:09
2023-04-14 01:58:16,131 semantic_segmentation INFO: Iters: 15740/40000 || Lr: 0.012789 || Task Loss: 0.3330 || KD Loss: 0.0000|| Cost Time: 2:21:28 || Estimated Time: 3:38:02
2023-04-14 01:58:20,924 semantic_segmentation INFO: Iters: 15750/40000 || Lr: 0.012784 || Task Loss: 0.2974 || KD Loss: 0.0000|| Cost Time: 2:21:33 || Estimated Time: 3:37:56
2023-04-14 01:58:25,758 semantic_segmentation INFO: Iters: 15760/40000 || Lr: 0.012779 || Task Loss: 0.2894 || KD Loss: 0.0000|| Cost Time: 2:21:38 || Estimated Time: 3:37:50
2023-04-14 01:58:30,565 semantic_segmentation INFO: Iters: 15770/40000 || Lr: 0.012775 || Task Loss: 0.2969 || KD Loss: 0.0000|| Cost Time: 2:21:42 || Estimated Time: 3:37:43
2023-04-14 01:58:35,362 semantic_segmentation INFO: Iters: 15780/40000 || Lr: 0.012770 || Task Loss: 0.3606 || KD Loss: 0.0000|| Cost Time: 2:21:47 || Estimated Time: 3:37:37
2023-04-14 01:58:40,177 semantic_segmentation INFO: Iters: 15790/40000 || Lr: 0.012765 || Task Loss: 0.4686 || KD Loss: 0.0000|| Cost Time: 2:21:52 || Estimated Time: 3:37:31
2023-04-14 01:58:44,953 semantic_segmentation INFO: Iters: 15800/40000 || Lr: 0.012760 || Task Loss: 0.4763 || KD Loss: 0.0000|| Cost Time: 2:21:57 || Estimated Time: 3:37:24
2023-04-14 01:58:49,719 semantic_segmentation INFO: Iters: 15810/40000 || Lr: 0.012756 || Task Loss: 0.2506 || KD Loss: 0.0000|| Cost Time: 2:22:01 || Estimated Time: 3:37:18
2023-04-14 01:58:54,513 semantic_segmentation INFO: Iters: 15820/40000 || Lr: 0.012751 || Task Loss: 0.2316 || KD Loss: 0.0000|| Cost Time: 2:22:06 || Estimated Time: 3:37:12
2023-04-14 01:58:59,289 semantic_segmentation INFO: Iters: 15830/40000 || Lr: 0.012746 || Task Loss: 0.3210 || KD Loss: 0.0000|| Cost Time: 2:22:11 || Estimated Time: 3:37:05
2023-04-14 01:59:04,052 semantic_segmentation INFO: Iters: 15840/40000 || Lr: 0.012742 || Task Loss: 0.3515 || KD Loss: 0.0000|| Cost Time: 2:22:16 || Estimated Time: 3:36:59
2023-04-14 01:59:08,910 semantic_segmentation INFO: Iters: 15850/40000 || Lr: 0.012737 || Task Loss: 0.4991 || KD Loss: 0.0000|| Cost Time: 2:22:21 || Estimated Time: 3:36:53
2023-04-14 01:59:13,689 semantic_segmentation INFO: Iters: 15860/40000 || Lr: 0.012732 || Task Loss: 0.3661 || KD Loss: 0.0000|| Cost Time: 2:22:25 || Estimated Time: 3:36:47
2023-04-14 01:59:18,536 semantic_segmentation INFO: Iters: 15870/40000 || Lr: 0.012727 || Task Loss: 0.3712 || KD Loss: 0.0000|| Cost Time: 2:22:30 || Estimated Time: 3:36:40
2023-04-14 01:59:23,364 semantic_segmentation INFO: Iters: 15880/40000 || Lr: 0.012723 || Task Loss: 0.3196 || KD Loss: 0.0000|| Cost Time: 2:22:35 || Estimated Time: 3:36:34
2023-04-14 01:59:28,193 semantic_segmentation INFO: Iters: 15890/40000 || Lr: 0.012718 || Task Loss: 0.4028 || KD Loss: 0.0000|| Cost Time: 2:22:40 || Estimated Time: 3:36:28
2023-04-14 01:59:32,926 semantic_segmentation INFO: Iters: 15900/40000 || Lr: 0.012713 || Task Loss: 0.4959 || KD Loss: 0.0000|| Cost Time: 2:22:45 || Estimated Time: 3:36:22
2023-04-14 01:59:37,708 semantic_segmentation INFO: Iters: 15910/40000 || Lr: 0.012709 || Task Loss: 0.4401 || KD Loss: 0.0000|| Cost Time: 2:22:49 || Estimated Time: 3:36:15
2023-04-14 01:59:42,486 semantic_segmentation INFO: Iters: 15920/40000 || Lr: 0.012704 || Task Loss: 0.3565 || KD Loss: 0.0000|| Cost Time: 2:22:54 || Estimated Time: 3:36:09
2023-04-14 01:59:47,260 semantic_segmentation INFO: Iters: 15930/40000 || Lr: 0.012699 || Task Loss: 0.2833 || KD Loss: 0.0000|| Cost Time: 2:22:59 || Estimated Time: 3:36:03
2023-04-14 01:59:52,115 semantic_segmentation INFO: Iters: 15940/40000 || Lr: 0.012695 || Task Loss: 0.3634 || KD Loss: 0.0000|| Cost Time: 2:23:04 || Estimated Time: 3:35:56
2023-04-14 01:59:56,882 semantic_segmentation INFO: Iters: 15950/40000 || Lr: 0.012690 || Task Loss: 0.2902 || KD Loss: 0.0000|| Cost Time: 2:23:09 || Estimated Time: 3:35:50
2023-04-14 02:00:01,760 semantic_segmentation INFO: Iters: 15960/40000 || Lr: 0.012685 || Task Loss: 0.2795 || KD Loss: 0.0000|| Cost Time: 2:23:14 || Estimated Time: 3:35:44
2023-04-14 02:00:06,519 semantic_segmentation INFO: Iters: 15970/40000 || Lr: 0.012680 || Task Loss: 0.3140 || KD Loss: 0.0000|| Cost Time: 2:23:18 || Estimated Time: 3:35:38
2023-04-14 02:00:11,354 semantic_segmentation INFO: Iters: 15980/40000 || Lr: 0.012676 || Task Loss: 0.2911 || KD Loss: 0.0000|| Cost Time: 2:23:23 || Estimated Time: 3:35:31
2023-04-14 02:00:16,146 semantic_segmentation INFO: Iters: 15990/40000 || Lr: 0.012671 || Task Loss: 0.3037 || KD Loss: 0.0000|| Cost Time: 2:23:28 || Estimated Time: 3:35:25
2023-04-14 02:00:20,992 semantic_segmentation INFO: Iters: 16000/40000 || Lr: 0.012666 || Task Loss: 0.6804 || KD Loss: 0.0000|| Cost Time: 2:23:33 || Estimated Time: 3:35:19
2023-04-14 02:00:21,363 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:00:23,436 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.401
2023-04-14 02:00:24,340 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.467
2023-04-14 02:00:24,419 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.488
2023-04-14 02:00:24,500 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.516
2023-04-14 02:00:24,574 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.507
2023-04-14 02:00:24,647 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.512
2023-04-14 02:00:24,722 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.515
2023-04-14 02:00:24,797 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.562
2023-04-14 02:00:24,874 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.609
2023-04-14 02:00:24,944 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.632
2023-04-14 02:00:25,014 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.637
2023-04-14 02:00:25,088 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.650
2023-04-14 02:00:25,157 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.651
2023-04-14 02:00:25,229 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.635
2023-04-14 02:00:25,298 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.632
2023-04-14 02:00:25,368 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.626
2023-04-14 02:00:25,438 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.626
2023-04-14 02:00:25,507 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.625
2023-04-14 02:00:25,578 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.634
2023-04-14 02:00:25,649 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.639
2023-04-14 02:00:25,721 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.638
2023-04-14 02:00:25,795 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.626
2023-04-14 02:00:25,869 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.625
2023-04-14 02:00:25,948 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.632
2023-04-14 02:00:26,022 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.646
2023-04-14 02:00:26,099 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.647
2023-04-14 02:00:26,179 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.640
2023-04-14 02:00:26,263 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.637
2023-04-14 02:00:26,338 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.641
2023-04-14 02:00:26,412 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.652
2023-04-14 02:00:26,484 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-14 02:00:26,564 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-14 02:00:26,640 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-14 02:00:26,717 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-14 02:00:26,791 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-14 02:00:26,870 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.653
2023-04-14 02:00:26,946 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-14 02:00:27,018 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 02:00:27,089 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 02:00:27,160 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-14 02:00:27,240 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.646
2023-04-14 02:00:27,325 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.646
2023-04-14 02:00:27,408 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.646
2023-04-14 02:00:27,496 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.648
2023-04-14 02:00:27,569 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.646
2023-04-14 02:00:27,641 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.645
2023-04-14 02:00:27,714 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.645
2023-04-14 02:00:27,790 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.644
2023-04-14 02:00:27,866 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.641
2023-04-14 02:00:27,943 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.643
2023-04-14 02:00:28,017 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.644
2023-04-14 02:00:28,097 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.643
2023-04-14 02:00:28,171 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.642
2023-04-14 02:00:28,245 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.638
2023-04-14 02:00:28,319 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.637
2023-04-14 02:00:28,392 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.635
2023-04-14 02:00:28,463 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.636
2023-04-14 02:00:28,538 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.642
2023-04-14 02:00:28,624 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:00:28,705 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:00:28,781 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:28,856 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:00:28,929 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-14 02:00:29,004 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:00:29,082 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.651
2023-04-14 02:00:29,159 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-14 02:00:29,235 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-14 02:00:29,313 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-14 02:00:29,392 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-14 02:00:29,466 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-14 02:00:29,539 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-14 02:00:29,610 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.645
2023-04-14 02:00:29,682 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.642
2023-04-14 02:00:29,758 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.642
2023-04-14 02:00:29,834 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 02:00:29,912 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-14 02:00:29,989 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-14 02:00:30,060 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 02:00:30,145 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 02:00:30,219 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.645
2023-04-14 02:00:30,290 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.646
2023-04-14 02:00:30,360 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-14 02:00:30,431 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.646
2023-04-14 02:00:30,498 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-14 02:00:30,569 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 02:00:30,641 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 02:00:30,720 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:00:30,799 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:00:30,876 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:00:30,952 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 02:00:31,031 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:00:31,102 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 02:00:31,174 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 02:00:31,245 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-14 02:00:31,316 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-14 02:00:31,384 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-14 02:00:31,458 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 02:00:31,529 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 02:00:31,603 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 02:00:31,684 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 02:00:31,762 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 02:00:31,842 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:31,918 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:31,993 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:32,065 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:32,136 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:32,210 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-14 02:00:32,289 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.642
2023-04-14 02:00:32,370 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-14 02:00:32,446 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:32,521 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:32,597 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:32,671 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:32,740 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 02:00:32,812 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-14 02:00:32,883 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 02:00:32,956 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.643
2023-04-14 02:00:33,027 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 02:00:33,104 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 02:00:33,181 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 02:00:33,255 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 02:00:33,333 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 02:00:33,410 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 02:00:33,486 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 02:00:33,559 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 02:00:33,632 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-14 02:00:33,701 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-14 02:00:33,774 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:00:33,845 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-14 02:00:33,921 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:00:33,995 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:00:34,070 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 02:00:34,149 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:00:34,227 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:00:34,304 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 02:00:34,377 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 02:00:34,454 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 02:00:34,525 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 02:00:34,597 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 02:00:34,671 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:00:34,747 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:00:34,827 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:00:34,902 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:00:34,976 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:00:35,048 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 02:00:35,122 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:00:35,195 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:00:35,267 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:00:35,337 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:00:35,407 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:00:35,478 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 02:00:35,550 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 02:00:35,623 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:00:35,699 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:00:35,776 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 02:00:35,855 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 02:00:35,935 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 02:00:36,010 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 02:00:36,083 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 02:00:36,159 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 02:00:36,232 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.932, mIoU: 0.649
2023-04-14 02:00:36,303 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:00:36,376 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:00:36,451 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:00:36,529 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:00:36,611 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 02:00:36,689 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-14 02:00:36,765 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-14 02:00:36,840 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-14 02:00:36,913 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-14 02:00:36,985 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-14 02:00:37,055 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-14 02:00:37,128 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-14 02:00:37,201 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-14 02:00:37,277 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-14 02:00:37,350 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-14 02:00:37,429 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.932, mIoU: 0.648
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2023-04-14 02:00:38,013 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.933, mIoU: 0.647
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2023-04-14 02:00:38,158 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.934, mIoU: 0.647
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2023-04-14 02:00:40,090 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.936, mIoU: 0.651
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2023-04-14 02:00:40,468 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-14 02:00:40,537 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-14 02:00:40,606 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-14 02:00:40,678 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:40,751 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:00:40,822 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:00:40,893 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 02:00:40,963 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 02:00:41,033 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 02:00:41,103 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-14 02:00:41,172 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-14 02:00:41,241 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:00:41,310 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:41,378 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:41,445 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 02:00:41,513 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 02:00:41,580 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 02:00:41,648 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 02:00:41,715 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:41,781 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 02:00:41,849 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 02:00:41,918 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 02:00:41,987 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 02:00:42,062 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:42,136 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:42,202 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:42,272 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:00:42,340 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:00:42,406 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:42,472 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:42,535 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:42,601 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:42,668 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:00:43,428 semantic_segmentation INFO: Overall validation pixAcc: 94.308, mIoU: 65.950
2023-04-14 02:00:48,471 semantic_segmentation INFO: Iters: 16010/40000 || Lr: 0.012662 || Task Loss: 0.2305 || KD Loss: 0.0000|| Cost Time: 2:24:00 || Estimated Time: 3:35:47
2023-04-14 02:00:53,210 semantic_segmentation INFO: Iters: 16020/40000 || Lr: 0.012657 || Task Loss: 0.2141 || KD Loss: 0.0000|| Cost Time: 2:24:05 || Estimated Time: 3:35:40
2023-04-14 02:00:57,983 semantic_segmentation INFO: Iters: 16030/40000 || Lr: 0.012652 || Task Loss: 0.3908 || KD Loss: 0.0000|| Cost Time: 2:24:10 || Estimated Time: 3:35:34
2023-04-14 02:01:02,765 semantic_segmentation INFO: Iters: 16040/40000 || Lr: 0.012647 || Task Loss: 0.2231 || KD Loss: 0.0000|| Cost Time: 2:24:15 || Estimated Time: 3:35:28
2023-04-14 02:01:07,565 semantic_segmentation INFO: Iters: 16050/40000 || Lr: 0.012643 || Task Loss: 0.3483 || KD Loss: 0.0000|| Cost Time: 2:24:19 || Estimated Time: 3:35:21
2023-04-14 02:01:12,320 semantic_segmentation INFO: Iters: 16060/40000 || Lr: 0.012638 || Task Loss: 0.3495 || KD Loss: 0.0000|| Cost Time: 2:24:24 || Estimated Time: 3:35:15
2023-04-14 02:01:17,111 semantic_segmentation INFO: Iters: 16070/40000 || Lr: 0.012633 || Task Loss: 0.3429 || KD Loss: 0.0000|| Cost Time: 2:24:29 || Estimated Time: 3:35:09
2023-04-14 02:01:21,869 semantic_segmentation INFO: Iters: 16080/40000 || Lr: 0.012629 || Task Loss: 0.1804 || KD Loss: 0.0000|| Cost Time: 2:24:34 || Estimated Time: 3:35:02
2023-04-14 02:01:26,652 semantic_segmentation INFO: Iters: 16090/40000 || Lr: 0.012624 || Task Loss: 0.2865 || KD Loss: 0.0000|| Cost Time: 2:24:38 || Estimated Time: 3:34:56
2023-04-14 02:01:31,445 semantic_segmentation INFO: Iters: 16100/40000 || Lr: 0.012619 || Task Loss: 0.4018 || KD Loss: 0.0000|| Cost Time: 2:24:43 || Estimated Time: 3:34:50
2023-04-14 02:01:36,221 semantic_segmentation INFO: Iters: 16110/40000 || Lr: 0.012614 || Task Loss: 0.2559 || KD Loss: 0.0000|| Cost Time: 2:24:48 || Estimated Time: 3:34:44
2023-04-14 02:01:40,996 semantic_segmentation INFO: Iters: 16120/40000 || Lr: 0.012610 || Task Loss: 0.3337 || KD Loss: 0.0000|| Cost Time: 2:24:53 || Estimated Time: 3:34:37
2023-04-14 02:01:45,828 semantic_segmentation INFO: Iters: 16130/40000 || Lr: 0.012605 || Task Loss: 0.2560 || KD Loss: 0.0000|| Cost Time: 2:24:58 || Estimated Time: 3:34:31
2023-04-14 02:01:50,551 semantic_segmentation INFO: Iters: 16140/40000 || Lr: 0.012600 || Task Loss: 0.3577 || KD Loss: 0.0000|| Cost Time: 2:25:02 || Estimated Time: 3:34:25
2023-04-14 02:01:55,330 semantic_segmentation INFO: Iters: 16150/40000 || Lr: 0.012596 || Task Loss: 0.3294 || KD Loss: 0.0000|| Cost Time: 2:25:07 || Estimated Time: 3:34:18
2023-04-14 02:02:00,126 semantic_segmentation INFO: Iters: 16160/40000 || Lr: 0.012591 || Task Loss: 0.4244 || KD Loss: 0.0000|| Cost Time: 2:25:12 || Estimated Time: 3:34:12
2023-04-14 02:02:04,912 semantic_segmentation INFO: Iters: 16170/40000 || Lr: 0.012586 || Task Loss: 0.3086 || KD Loss: 0.0000|| Cost Time: 2:25:17 || Estimated Time: 3:34:06
2023-04-14 02:02:09,779 semantic_segmentation INFO: Iters: 16180/40000 || Lr: 0.012581 || Task Loss: 0.4414 || KD Loss: 0.0000|| Cost Time: 2:25:22 || Estimated Time: 3:34:00
2023-04-14 02:02:14,623 semantic_segmentation INFO: Iters: 16190/40000 || Lr: 0.012577 || Task Loss: 0.2807 || KD Loss: 0.0000|| Cost Time: 2:25:26 || Estimated Time: 3:33:53
2023-04-14 02:02:19,427 semantic_segmentation INFO: Iters: 16200/40000 || Lr: 0.012572 || Task Loss: 0.2975 || KD Loss: 0.0000|| Cost Time: 2:25:31 || Estimated Time: 3:33:47
2023-04-14 02:02:24,259 semantic_segmentation INFO: Iters: 16210/40000 || Lr: 0.012567 || Task Loss: 0.2949 || KD Loss: 0.0000|| Cost Time: 2:25:36 || Estimated Time: 3:33:41
2023-04-14 02:02:29,031 semantic_segmentation INFO: Iters: 16220/40000 || Lr: 0.012563 || Task Loss: 0.4598 || KD Loss: 0.0000|| Cost Time: 2:25:41 || Estimated Time: 3:33:35
2023-04-14 02:02:33,833 semantic_segmentation INFO: Iters: 16230/40000 || Lr: 0.012558 || Task Loss: 0.2733 || KD Loss: 0.0000|| Cost Time: 2:25:46 || Estimated Time: 3:33:28
2023-04-14 02:02:38,640 semantic_segmentation INFO: Iters: 16240/40000 || Lr: 0.012553 || Task Loss: 0.2998 || KD Loss: 0.0000|| Cost Time: 2:25:50 || Estimated Time: 3:33:22
2023-04-14 02:02:43,466 semantic_segmentation INFO: Iters: 16250/40000 || Lr: 0.012548 || Task Loss: 0.4018 || KD Loss: 0.0000|| Cost Time: 2:25:55 || Estimated Time: 3:33:16
2023-04-14 02:02:48,288 semantic_segmentation INFO: Iters: 16260/40000 || Lr: 0.012544 || Task Loss: 0.2869 || KD Loss: 0.0000|| Cost Time: 2:26:00 || Estimated Time: 3:33:10
2023-04-14 02:02:53,088 semantic_segmentation INFO: Iters: 16270/40000 || Lr: 0.012539 || Task Loss: 0.3421 || KD Loss: 0.0000|| Cost Time: 2:26:05 || Estimated Time: 3:33:03
2023-04-14 02:02:57,909 semantic_segmentation INFO: Iters: 16280/40000 || Lr: 0.012534 || Task Loss: 0.3112 || KD Loss: 0.0000|| Cost Time: 2:26:10 || Estimated Time: 3:32:57
2023-04-14 02:03:02,719 semantic_segmentation INFO: Iters: 16290/40000 || Lr: 0.012530 || Task Loss: 0.3395 || KD Loss: 0.0000|| Cost Time: 2:26:14 || Estimated Time: 3:32:51
2023-04-14 02:03:07,519 semantic_segmentation INFO: Iters: 16300/40000 || Lr: 0.012525 || Task Loss: 0.3112 || KD Loss: 0.0000|| Cost Time: 2:26:19 || Estimated Time: 3:32:45
2023-04-14 02:03:12,268 semantic_segmentation INFO: Iters: 16310/40000 || Lr: 0.012520 || Task Loss: 0.3139 || KD Loss: 0.0000|| Cost Time: 2:26:24 || Estimated Time: 3:32:39
2023-04-14 02:03:17,059 semantic_segmentation INFO: Iters: 16320/40000 || Lr: 0.012515 || Task Loss: 0.2821 || KD Loss: 0.0000|| Cost Time: 2:26:29 || Estimated Time: 3:32:32
2023-04-14 02:03:21,873 semantic_segmentation INFO: Iters: 16330/40000 || Lr: 0.012511 || Task Loss: 0.4078 || KD Loss: 0.0000|| Cost Time: 2:26:34 || Estimated Time: 3:32:26
2023-04-14 02:03:26,680 semantic_segmentation INFO: Iters: 16340/40000 || Lr: 0.012506 || Task Loss: 0.2254 || KD Loss: 0.0000|| Cost Time: 2:26:38 || Estimated Time: 3:32:20
2023-04-14 02:03:31,493 semantic_segmentation INFO: Iters: 16350/40000 || Lr: 0.012501 || Task Loss: 0.2691 || KD Loss: 0.0000|| Cost Time: 2:26:43 || Estimated Time: 3:32:14
2023-04-14 02:03:36,305 semantic_segmentation INFO: Iters: 16360/40000 || Lr: 0.012496 || Task Loss: 0.3767 || KD Loss: 0.0000|| Cost Time: 2:26:48 || Estimated Time: 3:32:07
2023-04-14 02:03:41,081 semantic_segmentation INFO: Iters: 16370/40000 || Lr: 0.012492 || Task Loss: 0.2281 || KD Loss: 0.0000|| Cost Time: 2:26:53 || Estimated Time: 3:32:01
2023-04-14 02:03:45,865 semantic_segmentation INFO: Iters: 16380/40000 || Lr: 0.012487 || Task Loss: 0.2717 || KD Loss: 0.0000|| Cost Time: 2:26:58 || Estimated Time: 3:31:55
2023-04-14 02:03:50,670 semantic_segmentation INFO: Iters: 16390/40000 || Lr: 0.012482 || Task Loss: 0.2971 || KD Loss: 0.0000|| Cost Time: 2:27:02 || Estimated Time: 3:31:49
2023-04-14 02:03:55,476 semantic_segmentation INFO: Iters: 16400/40000 || Lr: 0.012478 || Task Loss: 0.3025 || KD Loss: 0.0000|| Cost Time: 2:27:07 || Estimated Time: 3:31:42
2023-04-14 02:03:55,784 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:03:58,632 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.398
2023-04-14 02:03:58,732 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.459
2023-04-14 02:03:58,818 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.474
2023-04-14 02:03:58,896 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.512
2023-04-14 02:03:58,987 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.504
2023-04-14 02:03:59,061 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.496
2023-04-14 02:03:59,138 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.540
2023-04-14 02:03:59,212 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.568
2023-04-14 02:03:59,287 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.581
2023-04-14 02:03:59,361 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.607
2023-04-14 02:03:59,439 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.614
2023-04-14 02:03:59,522 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.641
2023-04-14 02:03:59,595 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.936, mIoU: 0.608
2023-04-14 02:03:59,666 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.932, mIoU: 0.595
2023-04-14 02:03:59,736 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.931, mIoU: 0.608
2023-04-14 02:03:59,820 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.928, mIoU: 0.601
2023-04-14 02:03:59,893 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.928, mIoU: 0.603
2023-04-14 02:03:59,971 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.929, mIoU: 0.603
2023-04-14 02:04:00,055 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.608
2023-04-14 02:04:00,136 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.614
2023-04-14 02:04:00,208 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-14 02:04:00,284 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.586
2023-04-14 02:04:00,362 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.585
2023-04-14 02:04:00,441 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.921, mIoU: 0.594
2023-04-14 02:04:00,515 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.602
2023-04-14 02:04:00,590 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.604
2023-04-14 02:04:00,667 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.595
2023-04-14 02:04:00,746 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.916, mIoU: 0.590
2023-04-14 02:04:00,816 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.595
2023-04-14 02:04:00,894 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.915, mIoU: 0.581
2023-04-14 02:04:00,963 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.915, mIoU: 0.580
2023-04-14 02:04:01,032 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.916, mIoU: 0.580
2023-04-14 02:04:01,104 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.917, mIoU: 0.581
2023-04-14 02:04:01,184 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.917, mIoU: 0.581
2023-04-14 02:04:01,260 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.917, mIoU: 0.584
2023-04-14 02:04:01,337 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.918, mIoU: 0.584
2023-04-14 02:04:01,411 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.580
2023-04-14 02:04:01,492 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.579
2023-04-14 02:04:01,568 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.916, mIoU: 0.580
2023-04-14 02:04:01,640 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.917, mIoU: 0.581
2023-04-14 02:04:01,714 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.917, mIoU: 0.579
2023-04-14 02:04:01,789 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.918, mIoU: 0.579
2023-04-14 02:04:01,861 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.919, mIoU: 0.580
2023-04-14 02:04:01,937 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.919, mIoU: 0.580
2023-04-14 02:04:02,017 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.920, mIoU: 0.579
2023-04-14 02:04:02,102 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.580
2023-04-14 02:04:02,186 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.922, mIoU: 0.580
2023-04-14 02:04:02,260 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.580
2023-04-14 02:04:02,333 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.923, mIoU: 0.583
2023-04-14 02:04:02,407 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.585
2023-04-14 02:04:02,478 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.923, mIoU: 0.585
2023-04-14 02:04:02,552 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.593
2023-04-14 02:04:02,627 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.594
2023-04-14 02:04:02,706 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.596
2023-04-14 02:04:02,786 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.922, mIoU: 0.595
2023-04-14 02:04:02,860 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.922, mIoU: 0.600
2023-04-14 02:04:02,933 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.601
2023-04-14 02:04:03,006 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.923, mIoU: 0.608
2023-04-14 02:04:03,079 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.612
2023-04-14 02:04:03,151 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.612
2023-04-14 02:04:03,222 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.614
2023-04-14 02:04:03,295 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-14 02:04:03,374 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.615
2023-04-14 02:04:03,455 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.923, mIoU: 0.620
2023-04-14 02:04:03,536 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.923, mIoU: 0.621
2023-04-14 02:04:03,619 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-14 02:04:03,695 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-14 02:04:03,771 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 02:04:03,848 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.622
2023-04-14 02:04:03,924 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.620
2023-04-14 02:04:03,998 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.621
2023-04-14 02:04:04,072 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 02:04:04,149 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.616
2023-04-14 02:04:04,225 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.615
2023-04-14 02:04:04,298 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 02:04:04,369 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 02:04:04,436 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.616
2023-04-14 02:04:04,507 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.924, mIoU: 0.616
2023-04-14 02:04:04,576 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.616
2023-04-14 02:04:04,658 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.924, mIoU: 0.618
2023-04-14 02:04:04,731 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 02:04:04,803 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.620
2023-04-14 02:04:04,881 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 02:04:04,956 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 02:04:05,030 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 02:04:05,105 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.921, mIoU: 0.617
2023-04-14 02:04:05,180 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 02:04:05,255 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 02:04:05,330 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 02:04:05,406 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.922, mIoU: 0.618
2023-04-14 02:04:05,486 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.619
2023-04-14 02:04:05,562 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.922, mIoU: 0.630
2023-04-14 02:04:05,641 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.922, mIoU: 0.630
2023-04-14 02:04:05,719 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 02:04:05,797 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.631
2023-04-14 02:04:05,868 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.631
2023-04-14 02:04:05,943 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 02:04:06,014 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.630
2023-04-14 02:04:06,086 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 02:04:06,159 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 02:04:06,232 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.922, mIoU: 0.630
2023-04-14 02:04:06,309 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 02:04:06,384 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:06,465 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:06,544 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 02:04:06,618 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-14 02:04:06,697 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-14 02:04:06,773 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.922, mIoU: 0.629
2023-04-14 02:04:06,847 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-14 02:04:06,921 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 02:04:06,998 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 02:04:07,072 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:07,146 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:07,218 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-14 02:04:07,293 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 02:04:07,366 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-14 02:04:07,439 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:07,514 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-14 02:04:07,583 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:07,654 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:07,725 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-14 02:04:07,800 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.920, mIoU: 0.626
2023-04-14 02:04:07,874 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.920, mIoU: 0.625
2023-04-14 02:04:07,958 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.920, mIoU: 0.628
2023-04-14 02:04:08,036 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 02:04:08,113 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.626
2023-04-14 02:04:08,189 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.627
2023-04-14 02:04:08,268 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.919, mIoU: 0.627
2023-04-14 02:04:08,340 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.919, mIoU: 0.626
2023-04-14 02:04:08,411 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 02:04:08,484 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 02:04:08,561 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.920, mIoU: 0.627
2023-04-14 02:04:08,638 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-14 02:04:08,714 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-14 02:04:08,787 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:08,861 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.922, mIoU: 0.627
2023-04-14 02:04:08,933 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 02:04:09,004 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:09,076 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:09,149 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.921, mIoU: 0.629
2023-04-14 02:04:09,217 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.921, mIoU: 0.630
2023-04-14 02:04:09,287 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.921, mIoU: 0.629
2023-04-14 02:04:09,356 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.921, mIoU: 0.628
2023-04-14 02:04:09,427 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:04:09,498 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-14 02:04:09,576 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.921, mIoU: 0.626
2023-04-14 02:04:09,652 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-14 02:04:09,729 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-14 02:04:09,806 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.921, mIoU: 0.625
2023-04-14 02:04:09,880 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-14 02:04:09,955 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-14 02:04:10,029 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.620
2023-04-14 02:04:10,101 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-14 02:04:10,175 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-14 02:04:10,246 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.618
2023-04-14 02:04:10,320 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 02:04:10,395 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 02:04:10,470 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 02:04:10,545 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 02:04:10,621 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.619
2023-04-14 02:04:10,698 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.618
2023-04-14 02:04:10,773 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 02:04:10,849 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 02:04:10,924 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 02:04:10,995 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 02:04:11,067 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.921, mIoU: 0.615
2023-04-14 02:04:11,142 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 02:04:11,219 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.616
2023-04-14 02:04:11,295 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-14 02:04:11,371 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.922, mIoU: 0.616
2023-04-14 02:04:11,452 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-14 02:04:11,530 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-14 02:04:11,606 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 02:04:11,677 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 02:04:11,749 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 02:04:11,819 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 02:04:11,889 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 02:04:11,966 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 02:04:12,045 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.922, mIoU: 0.617
2023-04-14 02:04:12,124 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 02:04:12,205 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 02:04:12,281 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.923, mIoU: 0.617
2023-04-14 02:04:12,358 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.923, mIoU: 0.618
2023-04-14 02:04:12,432 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 02:04:12,501 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.924, mIoU: 0.618
2023-04-14 02:04:12,573 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 02:04:12,645 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 02:04:12,716 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 02:04:12,789 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.924, mIoU: 0.616
2023-04-14 02:04:12,863 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.924, mIoU: 0.616
2023-04-14 02:04:12,943 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 02:04:13,018 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.924, mIoU: 0.617
2023-04-14 02:04:13,093 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 02:04:13,168 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 02:04:13,241 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.924, mIoU: 0.620
2023-04-14 02:04:13,311 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 02:04:13,383 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.924, mIoU: 0.619
2023-04-14 02:04:13,453 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.925, mIoU: 0.619
2023-04-14 02:04:13,525 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.925, mIoU: 0.619
2023-04-14 02:04:13,597 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.925, mIoU: 0.619
2023-04-14 02:04:13,671 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.925, mIoU: 0.621
2023-04-14 02:04:13,744 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-14 02:04:13,828 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-14 02:04:13,912 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.925, mIoU: 0.622
2023-04-14 02:04:13,992 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 02:04:14,073 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 02:04:14,144 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 02:04:14,221 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:14,298 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:14,375 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:14,453 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:14,533 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 02:04:14,607 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.926, mIoU: 0.620
2023-04-14 02:04:14,679 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:14,752 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:14,823 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:14,892 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:14,964 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:15,035 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:15,108 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:15,177 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-14 02:04:15,248 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:15,320 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:15,390 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:15,460 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 02:04:15,529 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:04:15,598 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:04:15,667 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:04:15,736 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-14 02:04:15,805 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:15,873 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:15,940 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:16,009 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:16,078 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:16,146 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:16,214 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:04:16,280 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:16,348 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:16,416 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:16,485 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:16,556 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:16,626 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:16,694 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:16,763 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-14 02:04:16,833 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-14 02:04:16,902 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.927, mIoU: 0.623
2023-04-14 02:04:16,968 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.927, mIoU: 0.622
2023-04-14 02:04:17,033 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:17,101 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:17,167 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.927, mIoU: 0.621
2023-04-14 02:04:17,789 semantic_segmentation INFO: Overall validation pixAcc: 93.573, mIoU: 63.092
2023-04-14 02:04:22,779 semantic_segmentation INFO: Iters: 16410/40000 || Lr: 0.012473 || Task Loss: 0.3216 || KD Loss: 0.0000|| Cost Time: 2:27:35 || Estimated Time: 3:32:09
2023-04-14 02:04:27,568 semantic_segmentation INFO: Iters: 16420/40000 || Lr: 0.012468 || Task Loss: 0.3439 || KD Loss: 0.0000|| Cost Time: 2:27:39 || Estimated Time: 3:32:02
2023-04-14 02:04:32,342 semantic_segmentation INFO: Iters: 16430/40000 || Lr: 0.012463 || Task Loss: 0.5824 || KD Loss: 0.0000|| Cost Time: 2:27:44 || Estimated Time: 3:31:56
2023-04-14 02:04:37,129 semantic_segmentation INFO: Iters: 16440/40000 || Lr: 0.012459 || Task Loss: 0.2844 || KD Loss: 0.0000|| Cost Time: 2:27:49 || Estimated Time: 3:31:50
2023-04-14 02:04:41,917 semantic_segmentation INFO: Iters: 16450/40000 || Lr: 0.012454 || Task Loss: 0.6296 || KD Loss: 0.0000|| Cost Time: 2:27:54 || Estimated Time: 3:31:43
2023-04-14 02:04:46,663 semantic_segmentation INFO: Iters: 16460/40000 || Lr: 0.012449 || Task Loss: 0.3798 || KD Loss: 0.0000|| Cost Time: 2:27:58 || Estimated Time: 3:31:37
2023-04-14 02:04:51,455 semantic_segmentation INFO: Iters: 16470/40000 || Lr: 0.012445 || Task Loss: 0.2281 || KD Loss: 0.0000|| Cost Time: 2:28:03 || Estimated Time: 3:31:31
2023-04-14 02:04:56,241 semantic_segmentation INFO: Iters: 16480/40000 || Lr: 0.012440 || Task Loss: 0.2867 || KD Loss: 0.0000|| Cost Time: 2:28:08 || Estimated Time: 3:31:25
2023-04-14 02:05:01,018 semantic_segmentation INFO: Iters: 16490/40000 || Lr: 0.012435 || Task Loss: 0.3361 || KD Loss: 0.0000|| Cost Time: 2:28:13 || Estimated Time: 3:31:18
2023-04-14 02:05:05,795 semantic_segmentation INFO: Iters: 16500/40000 || Lr: 0.012430 || Task Loss: 0.4595 || KD Loss: 0.0000|| Cost Time: 2:28:18 || Estimated Time: 3:31:12
2023-04-14 02:05:10,583 semantic_segmentation INFO: Iters: 16510/40000 || Lr: 0.012426 || Task Loss: 0.3082 || KD Loss: 0.0000|| Cost Time: 2:28:22 || Estimated Time: 3:31:06
2023-04-14 02:05:15,446 semantic_segmentation INFO: Iters: 16520/40000 || Lr: 0.012421 || Task Loss: 0.4424 || KD Loss: 0.0000|| Cost Time: 2:28:27 || Estimated Time: 3:31:00
2023-04-14 02:05:20,245 semantic_segmentation INFO: Iters: 16530/40000 || Lr: 0.012416 || Task Loss: 0.4513 || KD Loss: 0.0000|| Cost Time: 2:28:32 || Estimated Time: 3:30:53
2023-04-14 02:05:25,054 semantic_segmentation INFO: Iters: 16540/40000 || Lr: 0.012411 || Task Loss: 0.2643 || KD Loss: 0.0000|| Cost Time: 2:28:37 || Estimated Time: 3:30:47
2023-04-14 02:05:29,831 semantic_segmentation INFO: Iters: 16550/40000 || Lr: 0.012407 || Task Loss: 0.5365 || KD Loss: 0.0000|| Cost Time: 2:28:42 || Estimated Time: 3:30:41
2023-04-14 02:05:34,607 semantic_segmentation INFO: Iters: 16560/40000 || Lr: 0.012402 || Task Loss: 0.2982 || KD Loss: 0.0000|| Cost Time: 2:28:46 || Estimated Time: 3:30:35
2023-04-14 02:05:39,395 semantic_segmentation INFO: Iters: 16570/40000 || Lr: 0.012397 || Task Loss: 0.3222 || KD Loss: 0.0000|| Cost Time: 2:28:51 || Estimated Time: 3:30:28
2023-04-14 02:05:44,165 semantic_segmentation INFO: Iters: 16580/40000 || Lr: 0.012393 || Task Loss: 0.3013 || KD Loss: 0.0000|| Cost Time: 2:28:56 || Estimated Time: 3:30:22
2023-04-14 02:05:48,945 semantic_segmentation INFO: Iters: 16590/40000 || Lr: 0.012388 || Task Loss: 0.3174 || KD Loss: 0.0000|| Cost Time: 2:29:01 || Estimated Time: 3:30:16
2023-04-14 02:05:53,813 semantic_segmentation INFO: Iters: 16600/40000 || Lr: 0.012383 || Task Loss: 0.2212 || KD Loss: 0.0000|| Cost Time: 2:29:06 || Estimated Time: 3:30:10
2023-04-14 02:05:58,611 semantic_segmentation INFO: Iters: 16610/40000 || Lr: 0.012378 || Task Loss: 0.3112 || KD Loss: 0.0000|| Cost Time: 2:29:10 || Estimated Time: 3:30:04
2023-04-14 02:06:03,418 semantic_segmentation INFO: Iters: 16620/40000 || Lr: 0.012374 || Task Loss: 0.2738 || KD Loss: 0.0000|| Cost Time: 2:29:15 || Estimated Time: 3:29:57
2023-04-14 02:06:08,191 semantic_segmentation INFO: Iters: 16630/40000 || Lr: 0.012369 || Task Loss: 0.3072 || KD Loss: 0.0000|| Cost Time: 2:29:20 || Estimated Time: 3:29:51
2023-04-14 02:06:12,962 semantic_segmentation INFO: Iters: 16640/40000 || Lr: 0.012364 || Task Loss: 0.2537 || KD Loss: 0.0000|| Cost Time: 2:29:25 || Estimated Time: 3:29:45
2023-04-14 02:06:17,753 semantic_segmentation INFO: Iters: 16650/40000 || Lr: 0.012360 || Task Loss: 0.3221 || KD Loss: 0.0000|| Cost Time: 2:29:30 || Estimated Time: 3:29:39
2023-04-14 02:06:22,532 semantic_segmentation INFO: Iters: 16660/40000 || Lr: 0.012355 || Task Loss: 0.2945 || KD Loss: 0.0000|| Cost Time: 2:29:34 || Estimated Time: 3:29:32
2023-04-14 02:06:27,316 semantic_segmentation INFO: Iters: 16670/40000 || Lr: 0.012350 || Task Loss: 0.2606 || KD Loss: 0.0000|| Cost Time: 2:29:39 || Estimated Time: 3:29:26
2023-04-14 02:06:32,101 semantic_segmentation INFO: Iters: 16680/40000 || Lr: 0.012345 || Task Loss: 0.3178 || KD Loss: 0.0000|| Cost Time: 2:29:44 || Estimated Time: 3:29:20
2023-04-14 02:06:36,856 semantic_segmentation INFO: Iters: 16690/40000 || Lr: 0.012341 || Task Loss: 0.3229 || KD Loss: 0.0000|| Cost Time: 2:29:49 || Estimated Time: 3:29:14
2023-04-14 02:06:41,668 semantic_segmentation INFO: Iters: 16700/40000 || Lr: 0.012336 || Task Loss: 0.2232 || KD Loss: 0.0000|| Cost Time: 2:29:53 || Estimated Time: 3:29:08
2023-04-14 02:06:46,490 semantic_segmentation INFO: Iters: 16710/40000 || Lr: 0.012331 || Task Loss: 0.3689 || KD Loss: 0.0000|| Cost Time: 2:29:58 || Estimated Time: 3:29:01
2023-04-14 02:06:51,266 semantic_segmentation INFO: Iters: 16720/40000 || Lr: 0.012326 || Task Loss: 0.2419 || KD Loss: 0.0000|| Cost Time: 2:30:03 || Estimated Time: 3:28:55
2023-04-14 02:06:56,093 semantic_segmentation INFO: Iters: 16730/40000 || Lr: 0.012322 || Task Loss: 0.4375 || KD Loss: 0.0000|| Cost Time: 2:30:08 || Estimated Time: 3:28:49
2023-04-14 02:07:00,906 semantic_segmentation INFO: Iters: 16740/40000 || Lr: 0.012317 || Task Loss: 0.3057 || KD Loss: 0.0000|| Cost Time: 2:30:13 || Estimated Time: 3:28:43
2023-04-14 02:07:05,682 semantic_segmentation INFO: Iters: 16750/40000 || Lr: 0.012312 || Task Loss: 0.2849 || KD Loss: 0.0000|| Cost Time: 2:30:17 || Estimated Time: 3:28:37
2023-04-14 02:07:10,452 semantic_segmentation INFO: Iters: 16760/40000 || Lr: 0.012308 || Task Loss: 0.2113 || KD Loss: 0.0000|| Cost Time: 2:30:22 || Estimated Time: 3:28:30
2023-04-14 02:07:15,314 semantic_segmentation INFO: Iters: 16770/40000 || Lr: 0.012303 || Task Loss: 0.2197 || KD Loss: 0.0000|| Cost Time: 2:30:27 || Estimated Time: 3:28:24
2023-04-14 02:07:20,073 semantic_segmentation INFO: Iters: 16780/40000 || Lr: 0.012298 || Task Loss: 0.3212 || KD Loss: 0.0000|| Cost Time: 2:30:32 || Estimated Time: 3:28:18
2023-04-14 02:07:24,900 semantic_segmentation INFO: Iters: 16790/40000 || Lr: 0.012293 || Task Loss: 0.3285 || KD Loss: 0.0000|| Cost Time: 2:30:37 || Estimated Time: 3:28:12
2023-04-14 02:07:29,786 semantic_segmentation INFO: Iters: 16800/40000 || Lr: 0.012289 || Task Loss: 0.2700 || KD Loss: 0.0000|| Cost Time: 2:30:42 || Estimated Time: 3:28:06
2023-04-14 02:07:30,170 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:07:32,934 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.394
2023-04-14 02:07:33,036 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.457
2023-04-14 02:07:33,133 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.474
2023-04-14 02:07:33,231 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.513
2023-04-14 02:07:33,321 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.502
2023-04-14 02:07:33,408 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.502
2023-04-14 02:07:33,481 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.552
2023-04-14 02:07:33,554 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.580
2023-04-14 02:07:33,627 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.576
2023-04-14 02:07:33,700 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.603
2023-04-14 02:07:33,776 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.604
2023-04-14 02:07:33,850 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.634
2023-04-14 02:07:33,925 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.643
2023-04-14 02:07:33,999 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.636
2023-04-14 02:07:34,073 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.640
2023-04-14 02:07:34,144 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.631
2023-04-14 02:07:34,214 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.631
2023-04-14 02:07:34,285 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.629
2023-04-14 02:07:34,359 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.634
2023-04-14 02:07:34,430 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.642
2023-04-14 02:07:34,504 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.644
2023-04-14 02:07:34,573 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.633
2023-04-14 02:07:34,641 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.636
2023-04-14 02:07:34,716 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.641
2023-04-14 02:07:34,790 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.650
2023-04-14 02:07:34,866 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.653
2023-04-14 02:07:34,944 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-14 02:07:35,025 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:35,100 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-14 02:07:35,173 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:07:35,248 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-14 02:07:35,322 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-14 02:07:35,412 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:07:35,484 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.659
2023-04-14 02:07:35,557 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:07:35,632 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.659
2023-04-14 02:07:35,704 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.656
2023-04-14 02:07:35,777 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.654
2023-04-14 02:07:35,848 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-14 02:07:35,919 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.655
2023-04-14 02:07:35,990 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.652
2023-04-14 02:07:36,068 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.652
2023-04-14 02:07:36,139 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.652
2023-04-14 02:07:36,210 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.652
2023-04-14 02:07:36,279 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.650
2023-04-14 02:07:36,357 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.649
2023-04-14 02:07:36,438 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.650
2023-04-14 02:07:36,522 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.649
2023-04-14 02:07:36,598 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.647
2023-04-14 02:07:36,676 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.649
2023-04-14 02:07:36,749 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.648
2023-04-14 02:07:36,822 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.656
2023-04-14 02:07:36,895 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.653
2023-04-14 02:07:36,968 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.646
2023-04-14 02:07:37,042 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.644
2023-04-14 02:07:37,116 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.643
2023-04-14 02:07:37,191 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.644
2023-04-14 02:07:37,267 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 02:07:37,344 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.652
2023-04-14 02:07:37,418 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-14 02:07:37,491 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.653
2023-04-14 02:07:37,564 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.654
2023-04-14 02:07:37,636 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:07:37,706 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.655
2023-04-14 02:07:37,785 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.656
2023-04-14 02:07:37,857 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-14 02:07:37,924 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-14 02:07:38,002 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-14 02:07:38,083 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:07:38,165 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:38,243 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:38,317 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:38,395 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:38,472 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:38,551 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:38,629 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:38,700 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:38,772 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:38,847 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:38,920 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:38,994 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.657
2023-04-14 02:07:39,063 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-14 02:07:39,134 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-14 02:07:39,203 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:39,275 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-14 02:07:39,348 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.650
2023-04-14 02:07:39,419 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-14 02:07:39,492 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-14 02:07:39,562 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-14 02:07:39,635 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-14 02:07:39,713 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-14 02:07:39,795 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-14 02:07:39,870 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-14 02:07:39,947 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-14 02:07:40,028 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-14 02:07:40,101 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-14 02:07:40,177 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-14 02:07:40,252 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-14 02:07:40,329 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-14 02:07:40,408 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-14 02:07:40,483 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-14 02:07:40,556 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-14 02:07:40,630 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-14 02:07:40,708 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-14 02:07:40,782 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-14 02:07:40,855 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-14 02:07:40,935 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-14 02:07:41,011 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-14 02:07:41,089 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-14 02:07:41,166 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-14 02:07:41,243 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:07:41,320 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:07:41,397 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:07:41,468 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:07:41,545 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:07:41,619 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-14 02:07:41,697 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.932, mIoU: 0.655
2023-04-14 02:07:41,773 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:07:41,850 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-14 02:07:41,929 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.658
2023-04-14 02:07:42,001 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:07:42,075 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:07:42,146 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:07:42,219 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:07:42,292 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-14 02:07:42,368 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:07:42,447 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:07:42,523 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:07:42,596 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:07:42,668 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:07:42,740 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:07:42,812 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:07:42,884 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-14 02:07:42,957 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-14 02:07:43,030 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 02:07:43,100 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 02:07:43,174 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 02:07:43,244 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 02:07:43,316 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 02:07:43,397 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-14 02:07:43,474 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-14 02:07:43,551 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:43,630 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:43,705 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:43,778 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-14 02:07:43,856 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-14 02:07:43,929 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-14 02:07:44,004 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:44,076 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:44,152 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:44,228 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-14 02:07:44,304 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-14 02:07:44,381 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-14 02:07:44,452 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-14 02:07:44,527 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-14 02:07:44,597 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-14 02:07:44,673 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-14 02:07:44,746 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-14 02:07:44,820 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-14 02:07:44,893 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.934, mIoU: 0.658
2023-04-14 02:07:44,971 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.934, mIoU: 0.658
2023-04-14 02:07:45,047 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:45,126 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-14 02:07:45,202 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:45,273 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:45,349 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-14 02:07:45,423 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:07:45,496 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-14 02:07:45,574 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-14 02:07:45,654 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-14 02:07:45,733 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-14 02:07:45,813 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-14 02:07:45,889 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:07:45,960 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:07:46,035 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:07:46,104 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:07:46,176 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-14 02:07:46,245 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:07:46,320 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:07:46,393 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:07:46,472 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:07:46,553 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:46,634 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:46,709 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:46,786 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-14 02:07:46,864 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-14 02:07:46,941 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-14 02:07:47,014 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.935, mIoU: 0.653
2023-04-14 02:07:47,087 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:47,161 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:07:47,236 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:47,311 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:47,386 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:47,460 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:47,533 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:47,606 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:47,680 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:47,757 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:47,833 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:47,907 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:07:47,983 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-14 02:07:48,060 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:48,136 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:48,212 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:48,286 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:48,362 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:48,436 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:48,513 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:48,589 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:48,664 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:07:48,743 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.937, mIoU: 0.655
2023-04-14 02:07:48,822 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.937, mIoU: 0.655
2023-04-14 02:07:48,897 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.937, mIoU: 0.655
2023-04-14 02:07:48,970 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.937, mIoU: 0.656
2023-04-14 02:07:49,046 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.937, mIoU: 0.656
2023-04-14 02:07:49,120 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.937, mIoU: 0.656
2023-04-14 02:07:49,196 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.937, mIoU: 0.656
2023-04-14 02:07:49,270 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.937, mIoU: 0.657
2023-04-14 02:07:49,345 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.937, mIoU: 0.657
2023-04-14 02:07:49,415 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.937, mIoU: 0.657
2023-04-14 02:07:49,485 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.937, mIoU: 0.653
2023-04-14 02:07:49,557 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.937, mIoU: 0.654
2023-04-14 02:07:49,629 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.937, mIoU: 0.653
2023-04-14 02:07:49,703 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-14 02:07:49,772 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-14 02:07:49,841 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-14 02:07:49,908 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-14 02:07:49,973 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-14 02:07:50,038 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-14 02:07:50,103 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,167 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,229 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,298 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,370 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,443 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,513 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,581 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,651 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,719 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.937, mIoU: 0.645
2023-04-14 02:07:50,787 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,854 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,920 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:50,983 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.937, mIoU: 0.646
2023-04-14 02:07:51,048 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-14 02:07:51,114 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-14 02:07:51,177 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 02:07:51,241 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 02:07:51,308 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 02:07:51,383 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 02:07:51,458 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 02:07:52,227 semantic_segmentation INFO: Overall validation pixAcc: 94.267, mIoU: 65.070
2023-04-14 02:07:57,198 semantic_segmentation INFO: Iters: 16810/40000 || Lr: 0.012284 || Task Loss: 0.2528 || KD Loss: 0.0000|| Cost Time: 2:31:09 || Estimated Time: 3:28:31
2023-04-14 02:08:01,993 semantic_segmentation INFO: Iters: 16820/40000 || Lr: 0.012279 || Task Loss: 0.2321 || KD Loss: 0.0000|| Cost Time: 2:31:14 || Estimated Time: 3:28:25
2023-04-14 02:08:06,746 semantic_segmentation INFO: Iters: 16830/40000 || Lr: 0.012274 || Task Loss: 0.3068 || KD Loss: 0.0000|| Cost Time: 2:31:19 || Estimated Time: 3:28:18
2023-04-14 02:08:11,562 semantic_segmentation INFO: Iters: 16840/40000 || Lr: 0.012270 || Task Loss: 0.3000 || KD Loss: 0.0000|| Cost Time: 2:31:23 || Estimated Time: 3:28:12
2023-04-14 02:08:16,326 semantic_segmentation INFO: Iters: 16850/40000 || Lr: 0.012265 || Task Loss: 0.3195 || KD Loss: 0.0000|| Cost Time: 2:31:28 || Estimated Time: 3:28:06
2023-04-14 02:08:21,176 semantic_segmentation INFO: Iters: 16860/40000 || Lr: 0.012260 || Task Loss: 0.3209 || KD Loss: 0.0000|| Cost Time: 2:31:33 || Estimated Time: 3:28:00
2023-04-14 02:08:25,970 semantic_segmentation INFO: Iters: 16870/40000 || Lr: 0.012256 || Task Loss: 0.2542 || KD Loss: 0.0000|| Cost Time: 2:31:38 || Estimated Time: 3:27:53
2023-04-14 02:08:30,741 semantic_segmentation INFO: Iters: 16880/40000 || Lr: 0.012251 || Task Loss: 0.3623 || KD Loss: 0.0000|| Cost Time: 2:31:43 || Estimated Time: 3:27:47
2023-04-14 02:08:35,516 semantic_segmentation INFO: Iters: 16890/40000 || Lr: 0.012246 || Task Loss: 0.4438 || KD Loss: 0.0000|| Cost Time: 2:31:47 || Estimated Time: 3:27:41
2023-04-14 02:08:40,310 semantic_segmentation INFO: Iters: 16900/40000 || Lr: 0.012241 || Task Loss: 0.3669 || KD Loss: 0.0000|| Cost Time: 2:31:52 || Estimated Time: 3:27:35
2023-04-14 02:08:45,064 semantic_segmentation INFO: Iters: 16910/40000 || Lr: 0.012237 || Task Loss: 0.2621 || KD Loss: 0.0000|| Cost Time: 2:31:57 || Estimated Time: 3:27:29
2023-04-14 02:08:49,842 semantic_segmentation INFO: Iters: 16920/40000 || Lr: 0.012232 || Task Loss: 0.2847 || KD Loss: 0.0000|| Cost Time: 2:32:02 || Estimated Time: 3:27:22
2023-04-14 02:08:54,650 semantic_segmentation INFO: Iters: 16930/40000 || Lr: 0.012227 || Task Loss: 0.2256 || KD Loss: 0.0000|| Cost Time: 2:32:06 || Estimated Time: 3:27:16
2023-04-14 02:08:59,411 semantic_segmentation INFO: Iters: 16940/40000 || Lr: 0.012222 || Task Loss: 0.2249 || KD Loss: 0.0000|| Cost Time: 2:32:11 || Estimated Time: 3:27:10
2023-04-14 02:09:04,187 semantic_segmentation INFO: Iters: 16950/40000 || Lr: 0.012218 || Task Loss: 0.2375 || KD Loss: 0.0000|| Cost Time: 2:32:16 || Estimated Time: 3:27:04
2023-04-14 02:09:08,967 semantic_segmentation INFO: Iters: 16960/40000 || Lr: 0.012213 || Task Loss: 0.3441 || KD Loss: 0.0000|| Cost Time: 2:32:21 || Estimated Time: 3:26:57
2023-04-14 02:09:13,744 semantic_segmentation INFO: Iters: 16970/40000 || Lr: 0.012208 || Task Loss: 0.2878 || KD Loss: 0.0000|| Cost Time: 2:32:26 || Estimated Time: 3:26:51
2023-04-14 02:09:18,567 semantic_segmentation INFO: Iters: 16980/40000 || Lr: 0.012203 || Task Loss: 0.3298 || KD Loss: 0.0000|| Cost Time: 2:32:30 || Estimated Time: 3:26:45
2023-04-14 02:09:23,353 semantic_segmentation INFO: Iters: 16990/40000 || Lr: 0.012199 || Task Loss: 0.2583 || KD Loss: 0.0000|| Cost Time: 2:32:35 || Estimated Time: 3:26:39
2023-04-14 02:09:28,162 semantic_segmentation INFO: Iters: 17000/40000 || Lr: 0.012194 || Task Loss: 0.6796 || KD Loss: 0.0000|| Cost Time: 2:32:40 || Estimated Time: 3:26:33
2023-04-14 02:09:32,926 semantic_segmentation INFO: Iters: 17010/40000 || Lr: 0.012189 || Task Loss: 0.2616 || KD Loss: 0.0000|| Cost Time: 2:32:45 || Estimated Time: 3:26:26
2023-04-14 02:09:37,696 semantic_segmentation INFO: Iters: 17020/40000 || Lr: 0.012185 || Task Loss: 0.3436 || KD Loss: 0.0000|| Cost Time: 2:32:49 || Estimated Time: 3:26:20
2023-04-14 02:09:42,500 semantic_segmentation INFO: Iters: 17030/40000 || Lr: 0.012180 || Task Loss: 0.5121 || KD Loss: 0.0000|| Cost Time: 2:32:54 || Estimated Time: 3:26:14
2023-04-14 02:09:47,292 semantic_segmentation INFO: Iters: 17040/40000 || Lr: 0.012175 || Task Loss: 0.2787 || KD Loss: 0.0000|| Cost Time: 2:32:59 || Estimated Time: 3:26:08
2023-04-14 02:09:52,104 semantic_segmentation INFO: Iters: 17050/40000 || Lr: 0.012170 || Task Loss: 0.2858 || KD Loss: 0.0000|| Cost Time: 2:33:04 || Estimated Time: 3:26:02
2023-04-14 02:09:56,870 semantic_segmentation INFO: Iters: 17060/40000 || Lr: 0.012166 || Task Loss: 0.3236 || KD Loss: 0.0000|| Cost Time: 2:33:09 || Estimated Time: 3:25:55
2023-04-14 02:10:01,656 semantic_segmentation INFO: Iters: 17070/40000 || Lr: 0.012161 || Task Loss: 0.3349 || KD Loss: 0.0000|| Cost Time: 2:33:13 || Estimated Time: 3:25:49
2023-04-14 02:10:06,463 semantic_segmentation INFO: Iters: 17080/40000 || Lr: 0.012156 || Task Loss: 0.3884 || KD Loss: 0.0000|| Cost Time: 2:33:18 || Estimated Time: 3:25:43
2023-04-14 02:10:11,288 semantic_segmentation INFO: Iters: 17090/40000 || Lr: 0.012151 || Task Loss: 0.2633 || KD Loss: 0.0000|| Cost Time: 2:33:23 || Estimated Time: 3:25:37
2023-04-14 02:10:16,145 semantic_segmentation INFO: Iters: 17100/40000 || Lr: 0.012147 || Task Loss: 0.2544 || KD Loss: 0.0000|| Cost Time: 2:33:28 || Estimated Time: 3:25:31
2023-04-14 02:10:20,942 semantic_segmentation INFO: Iters: 17110/40000 || Lr: 0.012142 || Task Loss: 0.3433 || KD Loss: 0.0000|| Cost Time: 2:33:33 || Estimated Time: 3:25:25
2023-04-14 02:10:25,782 semantic_segmentation INFO: Iters: 17120/40000 || Lr: 0.012137 || Task Loss: 0.3828 || KD Loss: 0.0000|| Cost Time: 2:33:38 || Estimated Time: 3:25:19
2023-04-14 02:10:30,535 semantic_segmentation INFO: Iters: 17130/40000 || Lr: 0.012132 || Task Loss: 0.2668 || KD Loss: 0.0000|| Cost Time: 2:33:42 || Estimated Time: 3:25:12
2023-04-14 02:10:35,318 semantic_segmentation INFO: Iters: 17140/40000 || Lr: 0.012128 || Task Loss: 0.2561 || KD Loss: 0.0000|| Cost Time: 2:33:47 || Estimated Time: 3:25:06
2023-04-14 02:10:40,107 semantic_segmentation INFO: Iters: 17150/40000 || Lr: 0.012123 || Task Loss: 0.3353 || KD Loss: 0.0000|| Cost Time: 2:33:52 || Estimated Time: 3:25:00
2023-04-14 02:10:44,877 semantic_segmentation INFO: Iters: 17160/40000 || Lr: 0.012118 || Task Loss: 0.3277 || KD Loss: 0.0000|| Cost Time: 2:33:57 || Estimated Time: 3:24:54
2023-04-14 02:10:49,677 semantic_segmentation INFO: Iters: 17170/40000 || Lr: 0.012114 || Task Loss: 0.3202 || KD Loss: 0.0000|| Cost Time: 2:34:01 || Estimated Time: 3:24:48
2023-04-14 02:10:54,465 semantic_segmentation INFO: Iters: 17180/40000 || Lr: 0.012109 || Task Loss: 0.2745 || KD Loss: 0.0000|| Cost Time: 2:34:06 || Estimated Time: 3:24:41
2023-04-14 02:10:59,298 semantic_segmentation INFO: Iters: 17190/40000 || Lr: 0.012104 || Task Loss: 0.4651 || KD Loss: 0.0000|| Cost Time: 2:34:11 || Estimated Time: 3:24:35
2023-04-14 02:11:04,110 semantic_segmentation INFO: Iters: 17200/40000 || Lr: 0.012099 || Task Loss: 0.2889 || KD Loss: 0.0000|| Cost Time: 2:34:16 || Estimated Time: 3:24:29
2023-04-14 02:11:04,442 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:11:06,866 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.398
2023-04-14 02:11:07,021 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.463
2023-04-14 02:11:07,484 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.483
2023-04-14 02:11:07,578 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.498
2023-04-14 02:11:07,664 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.488
2023-04-14 02:11:07,747 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.494
2023-04-14 02:11:07,825 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.491
2023-04-14 02:11:07,904 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.523
2023-04-14 02:11:07,976 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.531
2023-04-14 02:11:08,049 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.564
2023-04-14 02:11:08,137 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.568
2023-04-14 02:11:08,208 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.575
2023-04-14 02:11:08,280 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.576
2023-04-14 02:11:08,355 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.582
2023-04-14 02:11:08,429 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.586
2023-04-14 02:11:08,501 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.584
2023-04-14 02:11:08,575 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.586
2023-04-14 02:11:08,647 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.588
2023-04-14 02:11:08,717 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.595
2023-04-14 02:11:08,789 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.599
2023-04-14 02:11:08,859 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.601
2023-04-14 02:11:08,935 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.588
2023-04-14 02:11:09,011 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.593
2023-04-14 02:11:09,087 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.600
2023-04-14 02:11:09,162 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.936, mIoU: 0.613
2023-04-14 02:11:09,235 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.615
2023-04-14 02:11:09,308 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.609
2023-04-14 02:11:09,385 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.607
2023-04-14 02:11:09,460 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.613
2023-04-14 02:11:09,534 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.607
2023-04-14 02:11:09,611 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.605
2023-04-14 02:11:09,681 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.933, mIoU: 0.605
2023-04-14 02:11:09,755 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.934, mIoU: 0.607
2023-04-14 02:11:09,829 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.608
2023-04-14 02:11:09,903 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.610
2023-04-14 02:11:09,977 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.609
2023-04-14 02:11:10,051 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.606
2023-04-14 02:11:10,125 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.606
2023-04-14 02:11:10,201 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.599
2023-04-14 02:11:10,274 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.600
2023-04-14 02:11:10,348 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.596
2023-04-14 02:11:10,421 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.595
2023-04-14 02:11:10,493 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.597
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2023-04-14 02:11:10,725 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.593
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2023-04-14 02:11:10,884 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.593
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2023-04-14 02:11:11,111 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.598
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2023-04-14 02:11:11,409 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.603
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2023-04-14 02:11:11,632 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.608
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2023-04-14 02:11:12,130 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.622
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2023-04-14 02:11:12,278 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.621
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2023-04-14 02:11:14,155 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.632
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2023-04-14 02:11:24,911 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.936, mIoU: 0.626
2023-04-14 02:11:24,983 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.936, mIoU: 0.626
2023-04-14 02:11:25,054 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.936, mIoU: 0.626
2023-04-14 02:11:25,124 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.936, mIoU: 0.627
2023-04-14 02:11:25,194 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.627
2023-04-14 02:11:25,262 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.936, mIoU: 0.627
2023-04-14 02:11:25,332 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.627
2023-04-14 02:11:25,403 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.936, mIoU: 0.628
2023-04-14 02:11:25,473 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.629
2023-04-14 02:11:25,543 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.629
2023-04-14 02:11:25,608 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.936, mIoU: 0.629
2023-04-14 02:11:25,676 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.937, mIoU: 0.629
2023-04-14 02:11:25,743 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.937, mIoU: 0.629
2023-04-14 02:11:26,571 semantic_segmentation INFO: Overall validation pixAcc: 94.331, mIoU: 63.818
2023-04-14 02:11:31,481 semantic_segmentation INFO: Iters: 17210/40000 || Lr: 0.012095 || Task Loss: 0.2526 || KD Loss: 0.0000|| Cost Time: 2:34:43 || Estimated Time: 3:24:53
2023-04-14 02:11:36,207 semantic_segmentation INFO: Iters: 17220/40000 || Lr: 0.012090 || Task Loss: 0.2471 || KD Loss: 0.0000|| Cost Time: 2:34:48 || Estimated Time: 3:24:47
2023-04-14 02:11:40,945 semantic_segmentation INFO: Iters: 17230/40000 || Lr: 0.012085 || Task Loss: 0.2395 || KD Loss: 0.0000|| Cost Time: 2:34:53 || Estimated Time: 3:24:40
2023-04-14 02:11:45,651 semantic_segmentation INFO: Iters: 17240/40000 || Lr: 0.012080 || Task Loss: 0.2790 || KD Loss: 0.0000|| Cost Time: 2:34:57 || Estimated Time: 3:24:34
2023-04-14 02:11:50,396 semantic_segmentation INFO: Iters: 17250/40000 || Lr: 0.012076 || Task Loss: 0.2597 || KD Loss: 0.0000|| Cost Time: 2:35:02 || Estimated Time: 3:24:28
2023-04-14 02:11:55,104 semantic_segmentation INFO: Iters: 17260/40000 || Lr: 0.012071 || Task Loss: 0.2977 || KD Loss: 0.0000|| Cost Time: 2:35:07 || Estimated Time: 3:24:22
2023-04-14 02:11:59,826 semantic_segmentation INFO: Iters: 17270/40000 || Lr: 0.012066 || Task Loss: 0.2381 || KD Loss: 0.0000|| Cost Time: 2:35:12 || Estimated Time: 3:24:15
2023-04-14 02:12:04,535 semantic_segmentation INFO: Iters: 17280/40000 || Lr: 0.012061 || Task Loss: 0.3565 || KD Loss: 0.0000|| Cost Time: 2:35:16 || Estimated Time: 3:24:09
2023-04-14 02:12:09,313 semantic_segmentation INFO: Iters: 17290/40000 || Lr: 0.012057 || Task Loss: 0.2790 || KD Loss: 0.0000|| Cost Time: 2:35:21 || Estimated Time: 3:24:03
2023-04-14 02:12:14,019 semantic_segmentation INFO: Iters: 17300/40000 || Lr: 0.012052 || Task Loss: 0.2325 || KD Loss: 0.0000|| Cost Time: 2:35:26 || Estimated Time: 3:23:57
2023-04-14 02:12:18,795 semantic_segmentation INFO: Iters: 17310/40000 || Lr: 0.012047 || Task Loss: 0.4080 || KD Loss: 0.0000|| Cost Time: 2:35:31 || Estimated Time: 3:23:50
2023-04-14 02:12:23,499 semantic_segmentation INFO: Iters: 17320/40000 || Lr: 0.012042 || Task Loss: 0.3366 || KD Loss: 0.0000|| Cost Time: 2:35:35 || Estimated Time: 3:23:44
2023-04-14 02:12:28,177 semantic_segmentation INFO: Iters: 17330/40000 || Lr: 0.012038 || Task Loss: 0.2986 || KD Loss: 0.0000|| Cost Time: 2:35:40 || Estimated Time: 3:23:38
2023-04-14 02:12:32,909 semantic_segmentation INFO: Iters: 17340/40000 || Lr: 0.012033 || Task Loss: 0.3918 || KD Loss: 0.0000|| Cost Time: 2:35:45 || Estimated Time: 3:23:31
2023-04-14 02:12:37,663 semantic_segmentation INFO: Iters: 17350/40000 || Lr: 0.012028 || Task Loss: 0.2164 || KD Loss: 0.0000|| Cost Time: 2:35:49 || Estimated Time: 3:23:25
2023-04-14 02:12:42,413 semantic_segmentation INFO: Iters: 17360/40000 || Lr: 0.012024 || Task Loss: 0.2326 || KD Loss: 0.0000|| Cost Time: 2:35:54 || Estimated Time: 3:23:19
2023-04-14 02:12:47,127 semantic_segmentation INFO: Iters: 17370/40000 || Lr: 0.012019 || Task Loss: 0.3513 || KD Loss: 0.0000|| Cost Time: 2:35:59 || Estimated Time: 3:23:13
2023-04-14 02:12:51,839 semantic_segmentation INFO: Iters: 17380/40000 || Lr: 0.012014 || Task Loss: 0.3260 || KD Loss: 0.0000|| Cost Time: 2:36:04 || Estimated Time: 3:23:06
2023-04-14 02:12:56,534 semantic_segmentation INFO: Iters: 17390/40000 || Lr: 0.012009 || Task Loss: 0.2379 || KD Loss: 0.0000|| Cost Time: 2:36:08 || Estimated Time: 3:23:00
2023-04-14 02:13:01,284 semantic_segmentation INFO: Iters: 17400/40000 || Lr: 0.012005 || Task Loss: 0.4928 || KD Loss: 0.0000|| Cost Time: 2:36:13 || Estimated Time: 3:22:54
2023-04-14 02:13:06,026 semantic_segmentation INFO: Iters: 17410/40000 || Lr: 0.012000 || Task Loss: 0.3486 || KD Loss: 0.0000|| Cost Time: 2:36:18 || Estimated Time: 3:22:48
2023-04-14 02:13:10,740 semantic_segmentation INFO: Iters: 17420/40000 || Lr: 0.011995 || Task Loss: 0.3755 || KD Loss: 0.0000|| Cost Time: 2:36:23 || Estimated Time: 3:22:42
2023-04-14 02:13:15,500 semantic_segmentation INFO: Iters: 17430/40000 || Lr: 0.011990 || Task Loss: 0.4812 || KD Loss: 0.0000|| Cost Time: 2:36:27 || Estimated Time: 3:22:35
2023-04-14 02:13:20,277 semantic_segmentation INFO: Iters: 17440/40000 || Lr: 0.011986 || Task Loss: 0.2781 || KD Loss: 0.0000|| Cost Time: 2:36:32 || Estimated Time: 3:22:29
2023-04-14 02:13:24,989 semantic_segmentation INFO: Iters: 17450/40000 || Lr: 0.011981 || Task Loss: 0.3608 || KD Loss: 0.0000|| Cost Time: 2:36:37 || Estimated Time: 3:22:23
2023-04-14 02:13:29,777 semantic_segmentation INFO: Iters: 17460/40000 || Lr: 0.011976 || Task Loss: 0.2980 || KD Loss: 0.0000|| Cost Time: 2:36:42 || Estimated Time: 3:22:17
2023-04-14 02:13:34,522 semantic_segmentation INFO: Iters: 17470/40000 || Lr: 0.011971 || Task Loss: 0.4445 || KD Loss: 0.0000|| Cost Time: 2:36:46 || Estimated Time: 3:22:11
2023-04-14 02:13:39,301 semantic_segmentation INFO: Iters: 17480/40000 || Lr: 0.011967 || Task Loss: 0.3586 || KD Loss: 0.0000|| Cost Time: 2:36:51 || Estimated Time: 3:22:04
2023-04-14 02:13:44,079 semantic_segmentation INFO: Iters: 17490/40000 || Lr: 0.011962 || Task Loss: 0.5204 || KD Loss: 0.0000|| Cost Time: 2:36:56 || Estimated Time: 3:21:58
2023-04-14 02:13:48,823 semantic_segmentation INFO: Iters: 17500/40000 || Lr: 0.011957 || Task Loss: 0.3018 || KD Loss: 0.0000|| Cost Time: 2:37:01 || Estimated Time: 3:21:52
2023-04-14 02:13:53,652 semantic_segmentation INFO: Iters: 17510/40000 || Lr: 0.011952 || Task Loss: 0.2672 || KD Loss: 0.0000|| Cost Time: 2:37:05 || Estimated Time: 3:21:46
2023-04-14 02:13:58,425 semantic_segmentation INFO: Iters: 17520/40000 || Lr: 0.011948 || Task Loss: 0.2438 || KD Loss: 0.0000|| Cost Time: 2:37:10 || Estimated Time: 3:21:40
2023-04-14 02:14:03,208 semantic_segmentation INFO: Iters: 17530/40000 || Lr: 0.011943 || Task Loss: 0.2548 || KD Loss: 0.0000|| Cost Time: 2:37:15 || Estimated Time: 3:21:34
2023-04-14 02:14:07,934 semantic_segmentation INFO: Iters: 17540/40000 || Lr: 0.011938 || Task Loss: 0.3163 || KD Loss: 0.0000|| Cost Time: 2:37:20 || Estimated Time: 3:21:27
2023-04-14 02:14:12,706 semantic_segmentation INFO: Iters: 17550/40000 || Lr: 0.011933 || Task Loss: 0.3317 || KD Loss: 0.0000|| Cost Time: 2:37:24 || Estimated Time: 3:21:21
2023-04-14 02:14:17,451 semantic_segmentation INFO: Iters: 17560/40000 || Lr: 0.011929 || Task Loss: 0.4233 || KD Loss: 0.0000|| Cost Time: 2:37:29 || Estimated Time: 3:21:15
2023-04-14 02:14:22,195 semantic_segmentation INFO: Iters: 17570/40000 || Lr: 0.011924 || Task Loss: 0.2518 || KD Loss: 0.0000|| Cost Time: 2:37:34 || Estimated Time: 3:21:09
2023-04-14 02:14:26,963 semantic_segmentation INFO: Iters: 17580/40000 || Lr: 0.011919 || Task Loss: 0.3609 || KD Loss: 0.0000|| Cost Time: 2:37:39 || Estimated Time: 3:21:03
2023-04-14 02:14:31,720 semantic_segmentation INFO: Iters: 17590/40000 || Lr: 0.011914 || Task Loss: 0.2138 || KD Loss: 0.0000|| Cost Time: 2:37:43 || Estimated Time: 3:20:56
2023-04-14 02:14:36,495 semantic_segmentation INFO: Iters: 17600/40000 || Lr: 0.011910 || Task Loss: 0.1998 || KD Loss: 0.0000|| Cost Time: 2:37:48 || Estimated Time: 3:20:50
2023-04-14 02:14:36,913 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:14:39,683 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.954, mIoU: 0.385
2023-04-14 02:14:39,794 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.464
2023-04-14 02:14:39,887 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.472
2023-04-14 02:14:39,992 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.495
2023-04-14 02:14:40,091 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.483
2023-04-14 02:14:40,187 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.492
2023-04-14 02:14:40,265 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.530
2023-04-14 02:14:40,346 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.541
2023-04-14 02:14:40,420 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.559
2023-04-14 02:14:40,497 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.586
2023-04-14 02:14:40,570 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.591
2023-04-14 02:14:40,641 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.611
2023-04-14 02:14:40,714 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.623
2023-04-14 02:14:40,787 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.625
2023-04-14 02:14:40,859 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.628
2023-04-14 02:14:40,935 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.622
2023-04-14 02:14:41,010 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.613
2023-04-14 02:14:41,085 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.615
2023-04-14 02:14:41,159 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.617
2023-04-14 02:14:41,235 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.622
2023-04-14 02:14:41,310 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.625
2023-04-14 02:14:41,385 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.600
2023-04-14 02:14:41,462 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.601
2023-04-14 02:14:41,535 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.609
2023-04-14 02:14:41,608 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.621
2023-04-14 02:14:41,681 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.625
2023-04-14 02:14:41,757 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.618
2023-04-14 02:14:41,836 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.616
2023-04-14 02:14:41,917 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.623
2023-04-14 02:14:41,989 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.622
2023-04-14 02:14:42,058 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.621
2023-04-14 02:14:42,132 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.619
2023-04-14 02:14:42,205 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.620
2023-04-14 02:14:42,274 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.619
2023-04-14 02:14:42,346 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:14:42,422 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.621
2023-04-14 02:14:42,497 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.619
2023-04-14 02:14:42,579 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.619
2023-04-14 02:14:42,655 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.613
2023-04-14 02:14:42,733 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-14 02:14:42,808 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 02:14:42,889 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 02:14:42,961 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.612
2023-04-14 02:14:43,033 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.613
2023-04-14 02:14:43,111 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.612
2023-04-14 02:14:43,190 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.932, mIoU: 0.613
2023-04-14 02:14:43,271 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.611
2023-04-14 02:14:43,349 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.610
2023-04-14 02:14:43,423 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.934, mIoU: 0.615
2023-04-14 02:14:43,498 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.617
2023-04-14 02:14:43,573 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.617
2023-04-14 02:14:43,646 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.617
2023-04-14 02:14:43,715 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.614
2023-04-14 02:14:43,786 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 02:14:43,858 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 02:14:43,934 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.620
2023-04-14 02:14:44,010 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.620
2023-04-14 02:14:44,091 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-14 02:14:44,167 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 02:14:44,239 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.628
2023-04-14 02:14:44,313 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.632
2023-04-14 02:14:44,385 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:44,462 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.632
2023-04-14 02:14:44,535 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-14 02:14:44,607 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-14 02:14:44,675 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:14:44,748 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 02:14:44,823 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 02:14:44,902 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.636
2023-04-14 02:14:44,978 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 02:14:45,055 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 02:14:45,133 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 02:14:45,211 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-14 02:14:45,287 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.632
2023-04-14 02:14:45,360 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:45,435 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 02:14:45,504 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 02:14:45,578 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:45,657 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.930, mIoU: 0.633
2023-04-14 02:14:45,740 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 02:14:45,815 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 02:14:45,887 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.635
2023-04-14 02:14:45,960 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.634
2023-04-14 02:14:46,033 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.632
2023-04-14 02:14:46,106 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:14:46,180 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:14:46,257 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:14:46,331 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:14:46,407 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:14:46,483 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:14:46,562 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-14 02:14:46,637 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-14 02:14:46,709 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-14 02:14:46,782 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-14 02:14:46,855 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 02:14:46,927 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-14 02:14:47,001 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.644
2023-04-14 02:14:47,076 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 02:14:47,150 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-14 02:14:47,237 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.640
2023-04-14 02:14:47,314 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.640
2023-04-14 02:14:47,389 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.639
2023-04-14 02:14:47,461 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-14 02:14:47,538 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.637
2023-04-14 02:14:47,612 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-14 02:14:47,688 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-14 02:14:47,766 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-14 02:14:47,839 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.639
2023-04-14 02:14:47,914 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 02:14:47,990 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-14 02:14:48,067 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.639
2023-04-14 02:14:48,139 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-14 02:14:48,220 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-14 02:14:48,292 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.638
2023-04-14 02:14:48,368 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 02:14:48,441 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.637
2023-04-14 02:14:48,520 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 02:14:48,597 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.634
2023-04-14 02:14:48,672 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 02:14:48,747 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.636
2023-04-14 02:14:48,823 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.927, mIoU: 0.636
2023-04-14 02:14:48,898 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-14 02:14:48,972 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.635
2023-04-14 02:14:49,045 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 02:14:49,120 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 02:14:49,195 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.640
2023-04-14 02:14:49,273 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.641
2023-04-14 02:14:49,352 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 02:14:49,430 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 02:14:49,503 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 02:14:49,574 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.641
2023-04-14 02:14:49,643 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 02:14:49,712 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 02:14:49,785 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.640
2023-04-14 02:14:49,863 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 02:14:49,936 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 02:14:50,010 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 02:14:50,088 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 02:14:50,166 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.642
2023-04-14 02:14:50,247 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 02:14:50,324 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.643
2023-04-14 02:14:50,399 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 02:14:50,472 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 02:14:50,542 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 02:14:50,613 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 02:14:50,688 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 02:14:50,762 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 02:14:50,840 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 02:14:50,918 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.928, mIoU: 0.642
2023-04-14 02:14:51,003 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 02:14:51,078 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 02:14:51,156 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 02:14:51,230 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 02:14:51,306 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 02:14:51,381 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 02:14:51,458 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 02:14:51,532 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 02:14:51,605 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.929, mIoU: 0.643
2023-04-14 02:14:51,681 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 02:14:51,755 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 02:14:51,828 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 02:14:51,900 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 02:14:51,979 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.928, mIoU: 0.638
2023-04-14 02:14:52,055 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 02:14:52,126 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 02:14:52,202 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.929, mIoU: 0.638
2023-04-14 02:14:52,278 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 02:14:52,353 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 02:14:52,426 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.929, mIoU: 0.639
2023-04-14 02:14:52,503 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 02:14:52,576 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-14 02:14:52,647 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-14 02:14:52,718 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 02:14:52,794 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 02:14:52,869 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 02:14:52,942 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:14:53,016 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:14:53,089 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 02:14:53,166 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:14:53,242 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 02:14:53,318 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:14:53,392 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:14:53,469 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:14:53,548 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:14:53,629 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 02:14:53,703 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 02:14:53,778 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 02:14:53,858 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 02:14:53,935 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-14 02:14:54,009 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.931, mIoU: 0.637
2023-04-14 02:14:54,084 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 02:14:54,159 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 02:14:54,231 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:54,304 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:54,376 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:54,449 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 02:14:54,531 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 02:14:54,606 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 02:14:54,683 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.931, mIoU: 0.632
2023-04-14 02:14:54,759 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 02:14:54,838 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:54,915 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:54,989 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:55,066 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:55,143 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:55,223 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 02:14:55,294 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 02:14:55,370 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 02:14:55,441 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.932, mIoU: 0.633
2023-04-14 02:14:55,512 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.932, mIoU: 0.633
2023-04-14 02:14:55,587 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.932, mIoU: 0.633
2023-04-14 02:14:55,658 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 02:14:55,729 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 02:14:55,802 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-14 02:14:55,882 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 02:14:55,965 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 02:14:56,041 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 02:14:56,115 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 02:14:56,191 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 02:14:56,261 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.933, mIoU: 0.634
2023-04-14 02:14:56,327 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:56,395 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:56,462 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:56,527 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 02:14:56,592 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 02:14:56,656 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.933, mIoU: 0.636
2023-04-14 02:14:56,719 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-14 02:14:56,782 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-14 02:14:56,845 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:14:56,907 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.932, mIoU: 0.637
2023-04-14 02:14:56,969 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,030 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,093 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,156 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,220 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,284 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.932, mIoU: 0.637
2023-04-14 02:14:57,345 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,409 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,472 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-14 02:14:57,535 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,598 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,662 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,722 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 02:14:57,785 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-14 02:14:57,849 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:14:57,914 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 02:14:57,979 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:14:58,042 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-14 02:14:58,108 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:14:58,174 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:14:58,966 semantic_segmentation INFO: Overall validation pixAcc: 94.007, mIoU: 64.479
2023-04-14 02:15:03,951 semantic_segmentation INFO: Iters: 17610/40000 || Lr: 0.011905 || Task Loss: 0.2853 || KD Loss: 0.0000|| Cost Time: 2:38:16 || Estimated Time: 3:21:13
2023-04-14 02:15:08,693 semantic_segmentation INFO: Iters: 17620/40000 || Lr: 0.011900 || Task Loss: 0.2905 || KD Loss: 0.0000|| Cost Time: 2:38:20 || Estimated Time: 3:21:07
2023-04-14 02:15:13,428 semantic_segmentation INFO: Iters: 17630/40000 || Lr: 0.011895 || Task Loss: 0.2956 || KD Loss: 0.0000|| Cost Time: 2:38:25 || Estimated Time: 3:21:01
2023-04-14 02:15:18,163 semantic_segmentation INFO: Iters: 17640/40000 || Lr: 0.011891 || Task Loss: 0.3593 || KD Loss: 0.0000|| Cost Time: 2:38:30 || Estimated Time: 3:20:54
2023-04-14 02:15:22,939 semantic_segmentation INFO: Iters: 17650/40000 || Lr: 0.011886 || Task Loss: 0.2496 || KD Loss: 0.0000|| Cost Time: 2:38:35 || Estimated Time: 3:20:48
2023-04-14 02:15:27,686 semantic_segmentation INFO: Iters: 17660/40000 || Lr: 0.011881 || Task Loss: 0.2727 || KD Loss: 0.0000|| Cost Time: 2:38:39 || Estimated Time: 3:20:42
2023-04-14 02:15:32,444 semantic_segmentation INFO: Iters: 17670/40000 || Lr: 0.011877 || Task Loss: 0.2361 || KD Loss: 0.0000|| Cost Time: 2:38:44 || Estimated Time: 3:20:36
2023-04-14 02:15:37,256 semantic_segmentation INFO: Iters: 17680/40000 || Lr: 0.011872 || Task Loss: 0.2761 || KD Loss: 0.0000|| Cost Time: 2:38:49 || Estimated Time: 3:20:30
2023-04-14 02:15:42,051 semantic_segmentation INFO: Iters: 17690/40000 || Lr: 0.011867 || Task Loss: 0.2954 || KD Loss: 0.0000|| Cost Time: 2:38:54 || Estimated Time: 3:20:23
2023-04-14 02:15:46,829 semantic_segmentation INFO: Iters: 17700/40000 || Lr: 0.011862 || Task Loss: 0.3643 || KD Loss: 0.0000|| Cost Time: 2:38:59 || Estimated Time: 3:20:17
2023-04-14 02:15:51,596 semantic_segmentation INFO: Iters: 17710/40000 || Lr: 0.011858 || Task Loss: 0.2904 || KD Loss: 0.0000|| Cost Time: 2:39:03 || Estimated Time: 3:20:11
2023-04-14 02:15:56,383 semantic_segmentation INFO: Iters: 17720/40000 || Lr: 0.011853 || Task Loss: 0.1921 || KD Loss: 0.0000|| Cost Time: 2:39:08 || Estimated Time: 3:20:05
2023-04-14 02:16:01,161 semantic_segmentation INFO: Iters: 17730/40000 || Lr: 0.011848 || Task Loss: 0.4451 || KD Loss: 0.0000|| Cost Time: 2:39:13 || Estimated Time: 3:19:59
2023-04-14 02:16:05,933 semantic_segmentation INFO: Iters: 17740/40000 || Lr: 0.011843 || Task Loss: 0.2793 || KD Loss: 0.0000|| Cost Time: 2:39:18 || Estimated Time: 3:19:53
2023-04-14 02:16:10,796 semantic_segmentation INFO: Iters: 17750/40000 || Lr: 0.011839 || Task Loss: 0.3135 || KD Loss: 0.0000|| Cost Time: 2:39:23 || Estimated Time: 3:19:47
2023-04-14 02:16:15,609 semantic_segmentation INFO: Iters: 17760/40000 || Lr: 0.011834 || Task Loss: 0.3206 || KD Loss: 0.0000|| Cost Time: 2:39:27 || Estimated Time: 3:19:41
2023-04-14 02:16:20,414 semantic_segmentation INFO: Iters: 17770/40000 || Lr: 0.011829 || Task Loss: 0.2568 || KD Loss: 0.0000|| Cost Time: 2:39:32 || Estimated Time: 3:19:34
2023-04-14 02:16:25,171 semantic_segmentation INFO: Iters: 17780/40000 || Lr: 0.011824 || Task Loss: 0.2847 || KD Loss: 0.0000|| Cost Time: 2:39:37 || Estimated Time: 3:19:28
2023-04-14 02:16:29,970 semantic_segmentation INFO: Iters: 17790/40000 || Lr: 0.011820 || Task Loss: 0.4401 || KD Loss: 0.0000|| Cost Time: 2:39:42 || Estimated Time: 3:19:22
2023-04-14 02:16:34,759 semantic_segmentation INFO: Iters: 17800/40000 || Lr: 0.011815 || Task Loss: 0.3790 || KD Loss: 0.0000|| Cost Time: 2:39:47 || Estimated Time: 3:19:16
2023-04-14 02:16:39,513 semantic_segmentation INFO: Iters: 17810/40000 || Lr: 0.011810 || Task Loss: 0.2949 || KD Loss: 0.0000|| Cost Time: 2:39:51 || Estimated Time: 3:19:10
2023-04-14 02:16:44,321 semantic_segmentation INFO: Iters: 17820/40000 || Lr: 0.011805 || Task Loss: 0.2514 || KD Loss: 0.0000|| Cost Time: 2:39:56 || Estimated Time: 3:19:04
2023-04-14 02:16:49,109 semantic_segmentation INFO: Iters: 17830/40000 || Lr: 0.011801 || Task Loss: 0.3035 || KD Loss: 0.0000|| Cost Time: 2:40:01 || Estimated Time: 3:18:58
2023-04-14 02:16:53,911 semantic_segmentation INFO: Iters: 17840/40000 || Lr: 0.011796 || Task Loss: 0.2285 || KD Loss: 0.0000|| Cost Time: 2:40:06 || Estimated Time: 3:18:51
2023-04-14 02:16:58,703 semantic_segmentation INFO: Iters: 17850/40000 || Lr: 0.011791 || Task Loss: 0.3911 || KD Loss: 0.0000|| Cost Time: 2:40:10 || Estimated Time: 3:18:45
2023-04-14 02:17:03,472 semantic_segmentation INFO: Iters: 17860/40000 || Lr: 0.011786 || Task Loss: 0.3154 || KD Loss: 0.0000|| Cost Time: 2:40:15 || Estimated Time: 3:18:39
2023-04-14 02:17:08,253 semantic_segmentation INFO: Iters: 17870/40000 || Lr: 0.011782 || Task Loss: 0.2303 || KD Loss: 0.0000|| Cost Time: 2:40:20 || Estimated Time: 3:18:33
2023-04-14 02:17:13,046 semantic_segmentation INFO: Iters: 17880/40000 || Lr: 0.011777 || Task Loss: 0.2646 || KD Loss: 0.0000|| Cost Time: 2:40:25 || Estimated Time: 3:18:27
2023-04-14 02:17:17,849 semantic_segmentation INFO: Iters: 17890/40000 || Lr: 0.011772 || Task Loss: 0.1925 || KD Loss: 0.0000|| Cost Time: 2:40:30 || Estimated Time: 3:18:21
2023-04-14 02:17:22,674 semantic_segmentation INFO: Iters: 17900/40000 || Lr: 0.011767 || Task Loss: 0.2033 || KD Loss: 0.0000|| Cost Time: 2:40:34 || Estimated Time: 3:18:15
2023-04-14 02:17:27,436 semantic_segmentation INFO: Iters: 17910/40000 || Lr: 0.011763 || Task Loss: 0.4339 || KD Loss: 0.0000|| Cost Time: 2:40:39 || Estimated Time: 3:18:09
2023-04-14 02:17:32,287 semantic_segmentation INFO: Iters: 17920/40000 || Lr: 0.011758 || Task Loss: 0.2670 || KD Loss: 0.0000|| Cost Time: 2:40:44 || Estimated Time: 3:18:03
2023-04-14 02:17:37,045 semantic_segmentation INFO: Iters: 17930/40000 || Lr: 0.011753 || Task Loss: 0.3178 || KD Loss: 0.0000|| Cost Time: 2:40:49 || Estimated Time: 3:17:57
2023-04-14 02:17:41,854 semantic_segmentation INFO: Iters: 17940/40000 || Lr: 0.011748 || Task Loss: 0.2660 || KD Loss: 0.0000|| Cost Time: 2:40:54 || Estimated Time: 3:17:50
2023-04-14 02:17:46,625 semantic_segmentation INFO: Iters: 17950/40000 || Lr: 0.011744 || Task Loss: 0.3520 || KD Loss: 0.0000|| Cost Time: 2:40:58 || Estimated Time: 3:17:44
2023-04-14 02:17:51,395 semantic_segmentation INFO: Iters: 17960/40000 || Lr: 0.011739 || Task Loss: 0.3536 || KD Loss: 0.0000|| Cost Time: 2:41:03 || Estimated Time: 3:17:38
2023-04-14 02:17:56,231 semantic_segmentation INFO: Iters: 17970/40000 || Lr: 0.011734 || Task Loss: 0.3473 || KD Loss: 0.0000|| Cost Time: 2:41:08 || Estimated Time: 3:17:32
2023-04-14 02:18:01,018 semantic_segmentation INFO: Iters: 17980/40000 || Lr: 0.011729 || Task Loss: 0.3035 || KD Loss: 0.0000|| Cost Time: 2:41:13 || Estimated Time: 3:17:26
2023-04-14 02:18:05,799 semantic_segmentation INFO: Iters: 17990/40000 || Lr: 0.011725 || Task Loss: 0.2102 || KD Loss: 0.0000|| Cost Time: 2:41:18 || Estimated Time: 3:17:20
2023-04-14 02:18:10,628 semantic_segmentation INFO: Iters: 18000/40000 || Lr: 0.011720 || Task Loss: 0.3935 || KD Loss: 0.0000|| Cost Time: 2:41:22 || Estimated Time: 3:17:14
2023-04-14 02:18:11,096 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:18:13,138 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.386
2023-04-14 02:18:13,422 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.470
2023-04-14 02:18:13,965 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.483
2023-04-14 02:18:14,077 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.516
2023-04-14 02:18:14,178 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.508
2023-04-14 02:18:14,279 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.513
2023-04-14 02:18:14,375 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.558
2023-04-14 02:18:14,456 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.573
2023-04-14 02:18:14,533 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.586
2023-04-14 02:18:14,610 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.620
2023-04-14 02:18:14,681 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.631
2023-04-14 02:18:14,753 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.655
2023-04-14 02:18:14,827 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.649
2023-04-14 02:18:14,901 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.650
2023-04-14 02:18:14,979 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.626
2023-04-14 02:18:15,057 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.616
2023-04-14 02:18:15,137 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.618
2023-04-14 02:18:15,218 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.622
2023-04-14 02:18:15,295 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.625
2023-04-14 02:18:15,369 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.629
2023-04-14 02:18:15,445 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.628
2023-04-14 02:18:15,521 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.640
2023-04-14 02:18:15,597 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.640
2023-04-14 02:18:15,674 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.647
2023-04-14 02:18:15,749 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:15,824 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:18:15,900 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 02:18:15,976 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 02:18:16,046 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 02:18:16,118 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-14 02:18:16,191 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-14 02:18:16,262 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-14 02:18:16,338 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-14 02:18:16,415 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.652
2023-04-14 02:18:16,490 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-14 02:18:16,564 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-14 02:18:16,637 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:18:16,714 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 02:18:16,787 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.641
2023-04-14 02:18:16,857 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-14 02:18:16,928 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:18:16,997 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.638
2023-04-14 02:18:17,067 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-14 02:18:17,137 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:18:17,209 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 02:18:17,283 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 02:18:17,362 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-14 02:18:17,439 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-14 02:18:17,514 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.642
2023-04-14 02:18:17,590 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-14 02:18:17,667 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-14 02:18:17,746 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.655
2023-04-14 02:18:17,820 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.651
2023-04-14 02:18:17,895 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.646
2023-04-14 02:18:17,974 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.644
2023-04-14 02:18:18,051 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 02:18:18,129 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.645
2023-04-14 02:18:18,205 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.653
2023-04-14 02:18:18,280 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-14 02:18:18,352 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.655
2023-04-14 02:18:18,430 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-14 02:18:18,505 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-14 02:18:18,577 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-14 02:18:18,646 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-14 02:18:18,721 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:18:18,799 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-14 02:18:18,878 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-14 02:18:18,955 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.665
2023-04-14 02:18:19,034 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-14 02:18:19,109 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:19,187 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-14 02:18:19,256 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-14 02:18:19,329 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-14 02:18:19,401 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-14 02:18:19,472 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-14 02:18:19,549 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-14 02:18:19,623 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-14 02:18:19,702 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-14 02:18:19,780 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-14 02:18:19,853 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-14 02:18:19,927 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-14 02:18:19,999 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:20,069 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-14 02:18:20,139 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.659
2023-04-14 02:18:20,208 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-14 02:18:20,279 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-14 02:18:20,352 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-14 02:18:20,428 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-14 02:18:20,506 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.655
2023-04-14 02:18:20,582 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.654
2023-04-14 02:18:20,663 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.655
2023-04-14 02:18:20,745 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:20,823 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.663
2023-04-14 02:18:20,896 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.664
2023-04-14 02:18:20,971 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.927, mIoU: 0.663
2023-04-14 02:18:21,039 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-14 02:18:21,113 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-14 02:18:21,186 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-14 02:18:21,260 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.664
2023-04-14 02:18:21,336 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.664
2023-04-14 02:18:21,412 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.663
2023-04-14 02:18:21,488 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.924, mIoU: 0.662
2023-04-14 02:18:21,565 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.662
2023-04-14 02:18:21,640 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.662
2023-04-14 02:18:21,717 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.662
2023-04-14 02:18:21,789 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.662
2023-04-14 02:18:21,862 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.662
2023-04-14 02:18:21,940 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.925, mIoU: 0.663
2023-04-14 02:18:22,014 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.663
2023-04-14 02:18:22,091 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.662
2023-04-14 02:18:22,169 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.662
2023-04-14 02:18:22,248 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.662
2023-04-14 02:18:22,322 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.662
2023-04-14 02:18:22,401 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.662
2023-04-14 02:18:22,478 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.925, mIoU: 0.661
2023-04-14 02:18:22,556 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.925, mIoU: 0.661
2023-04-14 02:18:22,632 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.925, mIoU: 0.664
2023-04-14 02:18:22,707 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.925, mIoU: 0.666
2023-04-14 02:18:22,787 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.664
2023-04-14 02:18:22,867 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.664
2023-04-14 02:18:22,944 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.664
2023-04-14 02:18:23,017 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.663
2023-04-14 02:18:23,091 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.664
2023-04-14 02:18:23,165 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.666
2023-04-14 02:18:23,242 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.667
2023-04-14 02:18:23,316 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.666
2023-04-14 02:18:23,390 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.668
2023-04-14 02:18:23,463 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.925, mIoU: 0.668
2023-04-14 02:18:23,537 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.925, mIoU: 0.667
2023-04-14 02:18:23,610 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.925, mIoU: 0.667
2023-04-14 02:18:23,682 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.925, mIoU: 0.667
2023-04-14 02:18:23,752 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.926, mIoU: 0.667
2023-04-14 02:18:23,828 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.926, mIoU: 0.667
2023-04-14 02:18:23,900 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.666
2023-04-14 02:18:23,974 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.926, mIoU: 0.665
2023-04-14 02:18:24,049 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.665
2023-04-14 02:18:24,126 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.927, mIoU: 0.665
2023-04-14 02:18:24,205 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.665
2023-04-14 02:18:24,279 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:24,357 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:24,435 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.926, mIoU: 0.665
2023-04-14 02:18:24,508 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:24,582 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:24,656 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:24,732 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.926, mIoU: 0.663
2023-04-14 02:18:24,809 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:24,884 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:24,959 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:25,032 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.926, mIoU: 0.664
2023-04-14 02:18:25,104 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.663
2023-04-14 02:18:25,176 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.927, mIoU: 0.665
2023-04-14 02:18:25,248 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.927, mIoU: 0.665
2023-04-14 02:18:25,317 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.926, mIoU: 0.665
2023-04-14 02:18:25,392 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.926, mIoU: 0.665
2023-04-14 02:18:25,464 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.926, mIoU: 0.665
2023-04-14 02:18:25,538 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.666
2023-04-14 02:18:25,611 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.666
2023-04-14 02:18:25,690 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.927, mIoU: 0.666
2023-04-14 02:18:25,768 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.666
2023-04-14 02:18:25,846 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.927, mIoU: 0.665
2023-04-14 02:18:25,928 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.927, mIoU: 0.665
2023-04-14 02:18:26,001 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.663
2023-04-14 02:18:26,075 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.662
2023-04-14 02:18:26,150 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.663
2023-04-14 02:18:26,221 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.663
2023-04-14 02:18:26,294 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.663
2023-04-14 02:18:26,370 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.927, mIoU: 0.663
2023-04-14 02:18:26,445 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.663
2023-04-14 02:18:26,530 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.663
2023-04-14 02:18:26,606 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.663
2023-04-14 02:18:26,682 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-14 02:18:26,757 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.928, mIoU: 0.664
2023-04-14 02:18:26,834 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.928, mIoU: 0.663
2023-04-14 02:18:26,903 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-14 02:18:26,982 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-14 02:18:27,055 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.928, mIoU: 0.663
2023-04-14 02:18:27,127 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.928, mIoU: 0.662
2023-04-14 02:18:27,199 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-14 02:18:27,276 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-14 02:18:27,354 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-14 02:18:27,425 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-14 02:18:27,498 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-14 02:18:27,572 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.928, mIoU: 0.661
2023-04-14 02:18:27,648 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:27,720 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:27,790 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:27,860 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:27,933 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:28,011 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:28,088 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:28,167 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-14 02:18:28,243 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:28,318 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-14 02:18:28,388 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-14 02:18:28,460 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-14 02:18:28,530 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-14 02:18:28,602 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-14 02:18:28,670 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-14 02:18:28,741 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.929, mIoU: 0.661
2023-04-14 02:18:28,813 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-14 02:18:28,884 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-14 02:18:28,958 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-14 02:18:29,040 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-14 02:18:29,123 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-14 02:18:29,203 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-14 02:18:29,282 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-14 02:18:29,360 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-14 02:18:29,435 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-14 02:18:29,514 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:18:29,591 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:18:29,667 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:18:29,740 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-14 02:18:29,816 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-14 02:18:29,888 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-14 02:18:29,960 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-14 02:18:30,032 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-14 02:18:30,107 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.932, mIoU: 0.666
2023-04-14 02:18:30,178 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.932, mIoU: 0.666
2023-04-14 02:18:30,248 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.932, mIoU: 0.666
2023-04-14 02:18:30,316 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.932, mIoU: 0.666
2023-04-14 02:18:30,383 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.932, mIoU: 0.663
2023-04-14 02:18:30,453 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:18:30,522 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:18:30,591 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:18:30,662 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:18:30,734 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:18:30,804 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-14 02:18:30,875 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-14 02:18:30,944 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-14 02:18:31,014 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:18:31,083 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,150 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,219 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,288 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,358 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,427 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-14 02:18:31,495 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,565 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,634 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,702 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.931, mIoU: 0.655
2023-04-14 02:18:31,769 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,837 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,904 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:31,974 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:18:32,044 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:18:32,113 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.932, mIoU: 0.658
2023-04-14 02:18:32,182 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:18:32,249 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:18:32,319 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:18:32,387 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:18:32,931 semantic_segmentation INFO: Overall validation pixAcc: 93.910, mIoU: 66.656
2023-04-14 02:18:37,930 semantic_segmentation INFO: Iters: 18010/40000 || Lr: 0.011715 || Task Loss: 0.4022 || KD Loss: 0.0000|| Cost Time: 2:41:50 || Estimated Time: 3:17:35
2023-04-14 02:18:42,712 semantic_segmentation INFO: Iters: 18020/40000 || Lr: 0.011710 || Task Loss: 0.4440 || KD Loss: 0.0000|| Cost Time: 2:41:54 || Estimated Time: 3:17:29
2023-04-14 02:18:47,488 semantic_segmentation INFO: Iters: 18030/40000 || Lr: 0.011706 || Task Loss: 0.3079 || KD Loss: 0.0000|| Cost Time: 2:41:59 || Estimated Time: 3:17:23
2023-04-14 02:18:52,269 semantic_segmentation INFO: Iters: 18040/40000 || Lr: 0.011701 || Task Loss: 0.2668 || KD Loss: 0.0000|| Cost Time: 2:42:04 || Estimated Time: 3:17:17
2023-04-14 02:18:57,019 semantic_segmentation INFO: Iters: 18050/40000 || Lr: 0.011696 || Task Loss: 0.3814 || KD Loss: 0.0000|| Cost Time: 2:42:09 || Estimated Time: 3:17:11
2023-04-14 02:19:01,817 semantic_segmentation INFO: Iters: 18060/40000 || Lr: 0.011691 || Task Loss: 0.3427 || KD Loss: 0.0000|| Cost Time: 2:42:14 || Estimated Time: 3:17:05
2023-04-14 02:19:06,597 semantic_segmentation INFO: Iters: 18070/40000 || Lr: 0.011686 || Task Loss: 0.3733 || KD Loss: 0.0000|| Cost Time: 2:42:18 || Estimated Time: 3:16:58
2023-04-14 02:19:11,407 semantic_segmentation INFO: Iters: 18080/40000 || Lr: 0.011682 || Task Loss: 0.3899 || KD Loss: 0.0000|| Cost Time: 2:42:23 || Estimated Time: 3:16:52
2023-04-14 02:19:16,217 semantic_segmentation INFO: Iters: 18090/40000 || Lr: 0.011677 || Task Loss: 0.3278 || KD Loss: 0.0000|| Cost Time: 2:42:28 || Estimated Time: 3:16:46
2023-04-14 02:19:21,012 semantic_segmentation INFO: Iters: 18100/40000 || Lr: 0.011672 || Task Loss: 0.2698 || KD Loss: 0.0000|| Cost Time: 2:42:33 || Estimated Time: 3:16:40
2023-04-14 02:19:25,785 semantic_segmentation INFO: Iters: 18110/40000 || Lr: 0.011667 || Task Loss: 0.3221 || KD Loss: 0.0000|| Cost Time: 2:42:38 || Estimated Time: 3:16:34
2023-04-14 02:19:30,592 semantic_segmentation INFO: Iters: 18120/40000 || Lr: 0.011663 || Task Loss: 0.3176 || KD Loss: 0.0000|| Cost Time: 2:42:42 || Estimated Time: 3:16:28
2023-04-14 02:19:35,381 semantic_segmentation INFO: Iters: 18130/40000 || Lr: 0.011658 || Task Loss: 0.3003 || KD Loss: 0.0000|| Cost Time: 2:42:47 || Estimated Time: 3:16:22
2023-04-14 02:19:40,109 semantic_segmentation INFO: Iters: 18140/40000 || Lr: 0.011653 || Task Loss: 0.3514 || KD Loss: 0.0000|| Cost Time: 2:42:52 || Estimated Time: 3:16:16
2023-04-14 02:19:44,932 semantic_segmentation INFO: Iters: 18150/40000 || Lr: 0.011648 || Task Loss: 0.2699 || KD Loss: 0.0000|| Cost Time: 2:42:57 || Estimated Time: 3:16:10
2023-04-14 02:19:49,731 semantic_segmentation INFO: Iters: 18160/40000 || Lr: 0.011644 || Task Loss: 0.2769 || KD Loss: 0.0000|| Cost Time: 2:43:02 || Estimated Time: 3:16:03
2023-04-14 02:19:54,544 semantic_segmentation INFO: Iters: 18170/40000 || Lr: 0.011639 || Task Loss: 0.3088 || KD Loss: 0.0000|| Cost Time: 2:43:06 || Estimated Time: 3:15:57
2023-04-14 02:19:59,322 semantic_segmentation INFO: Iters: 18180/40000 || Lr: 0.011634 || Task Loss: 0.3194 || KD Loss: 0.0000|| Cost Time: 2:43:11 || Estimated Time: 3:15:51
2023-04-14 02:20:04,149 semantic_segmentation INFO: Iters: 18190/40000 || Lr: 0.011629 || Task Loss: 0.3352 || KD Loss: 0.0000|| Cost Time: 2:43:16 || Estimated Time: 3:15:45
2023-04-14 02:20:08,981 semantic_segmentation INFO: Iters: 18200/40000 || Lr: 0.011625 || Task Loss: 0.3180 || KD Loss: 0.0000|| Cost Time: 2:43:21 || Estimated Time: 3:15:39
2023-04-14 02:20:13,781 semantic_segmentation INFO: Iters: 18210/40000 || Lr: 0.011620 || Task Loss: 0.3903 || KD Loss: 0.0000|| Cost Time: 2:43:26 || Estimated Time: 3:15:33
2023-04-14 02:20:18,560 semantic_segmentation INFO: Iters: 18220/40000 || Lr: 0.011615 || Task Loss: 0.1978 || KD Loss: 0.0000|| Cost Time: 2:43:30 || Estimated Time: 3:15:27
2023-04-14 02:20:23,324 semantic_segmentation INFO: Iters: 18230/40000 || Lr: 0.011610 || Task Loss: 0.3492 || KD Loss: 0.0000|| Cost Time: 2:43:35 || Estimated Time: 3:15:21
2023-04-14 02:20:28,133 semantic_segmentation INFO: Iters: 18240/40000 || Lr: 0.011606 || Task Loss: 0.3353 || KD Loss: 0.0000|| Cost Time: 2:43:40 || Estimated Time: 3:15:15
2023-04-14 02:20:32,916 semantic_segmentation INFO: Iters: 18250/40000 || Lr: 0.011601 || Task Loss: 0.3663 || KD Loss: 0.0000|| Cost Time: 2:43:45 || Estimated Time: 3:15:09
2023-04-14 02:20:37,751 semantic_segmentation INFO: Iters: 18260/40000 || Lr: 0.011596 || Task Loss: 0.2866 || KD Loss: 0.0000|| Cost Time: 2:43:50 || Estimated Time: 3:15:03
2023-04-14 02:20:42,570 semantic_segmentation INFO: Iters: 18270/40000 || Lr: 0.011591 || Task Loss: 0.6485 || KD Loss: 0.0000|| Cost Time: 2:43:54 || Estimated Time: 3:14:57
2023-04-14 02:20:47,361 semantic_segmentation INFO: Iters: 18280/40000 || Lr: 0.011587 || Task Loss: 0.3605 || KD Loss: 0.0000|| Cost Time: 2:43:59 || Estimated Time: 3:14:50
2023-04-14 02:20:52,135 semantic_segmentation INFO: Iters: 18290/40000 || Lr: 0.011582 || Task Loss: 0.2402 || KD Loss: 0.0000|| Cost Time: 2:44:04 || Estimated Time: 3:14:44
2023-04-14 02:20:56,983 semantic_segmentation INFO: Iters: 18300/40000 || Lr: 0.011577 || Task Loss: 0.3071 || KD Loss: 0.0000|| Cost Time: 2:44:09 || Estimated Time: 3:14:38
2023-04-14 02:21:01,834 semantic_segmentation INFO: Iters: 18310/40000 || Lr: 0.011572 || Task Loss: 0.3775 || KD Loss: 0.0000|| Cost Time: 2:44:14 || Estimated Time: 3:14:32
2023-04-14 02:21:06,605 semantic_segmentation INFO: Iters: 18320/40000 || Lr: 0.011568 || Task Loss: 0.2712 || KD Loss: 0.0000|| Cost Time: 2:44:18 || Estimated Time: 3:14:26
2023-04-14 02:21:11,407 semantic_segmentation INFO: Iters: 18330/40000 || Lr: 0.011563 || Task Loss: 0.3200 || KD Loss: 0.0000|| Cost Time: 2:44:23 || Estimated Time: 3:14:20
2023-04-14 02:21:16,163 semantic_segmentation INFO: Iters: 18340/40000 || Lr: 0.011558 || Task Loss: 0.3686 || KD Loss: 0.0000|| Cost Time: 2:44:28 || Estimated Time: 3:14:14
2023-04-14 02:21:20,948 semantic_segmentation INFO: Iters: 18350/40000 || Lr: 0.011553 || Task Loss: 0.3270 || KD Loss: 0.0000|| Cost Time: 2:44:33 || Estimated Time: 3:14:08
2023-04-14 02:21:25,723 semantic_segmentation INFO: Iters: 18360/40000 || Lr: 0.011549 || Task Loss: 0.3691 || KD Loss: 0.0000|| Cost Time: 2:44:37 || Estimated Time: 3:14:02
2023-04-14 02:21:30,495 semantic_segmentation INFO: Iters: 18370/40000 || Lr: 0.011544 || Task Loss: 0.2365 || KD Loss: 0.0000|| Cost Time: 2:44:42 || Estimated Time: 3:13:56
2023-04-14 02:21:35,274 semantic_segmentation INFO: Iters: 18380/40000 || Lr: 0.011539 || Task Loss: 0.2831 || KD Loss: 0.0000|| Cost Time: 2:44:47 || Estimated Time: 3:13:50
2023-04-14 02:21:40,067 semantic_segmentation INFO: Iters: 18390/40000 || Lr: 0.011534 || Task Loss: 0.2664 || KD Loss: 0.0000|| Cost Time: 2:44:52 || Estimated Time: 3:13:44
2023-04-14 02:21:44,859 semantic_segmentation INFO: Iters: 18400/40000 || Lr: 0.011529 || Task Loss: 0.2746 || KD Loss: 0.0000|| Cost Time: 2:44:57 || Estimated Time: 3:13:38
2023-04-14 02:21:45,189 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:21:47,678 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.396
2023-04-14 02:21:47,839 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.464
2023-04-14 02:21:47,984 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.484
2023-04-14 02:21:48,102 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.510
2023-04-14 02:21:48,208 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.502
2023-04-14 02:21:48,318 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.503
2023-04-14 02:21:48,420 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.551
2023-04-14 02:21:48,514 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.582
2023-04-14 02:21:48,608 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.597
2023-04-14 02:21:48,707 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.636
2023-04-14 02:21:48,778 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.647
2023-04-14 02:21:48,846 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.675
2023-04-14 02:21:48,914 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.672
2023-04-14 02:21:48,987 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.664
2023-04-14 02:21:49,057 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.665
2023-04-14 02:21:49,130 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.660
2023-04-14 02:21:49,203 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.658
2023-04-14 02:21:49,272 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.661
2023-04-14 02:21:49,341 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.668
2023-04-14 02:21:49,411 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.675
2023-04-14 02:21:49,482 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.676
2023-04-14 02:21:49,553 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.680
2023-04-14 02:21:49,623 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.677
2023-04-14 02:21:49,692 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.683
2023-04-14 02:21:49,767 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-14 02:21:49,835 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-14 02:21:49,907 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.686
2023-04-14 02:21:49,978 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.684
2023-04-14 02:21:50,052 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.684
2023-04-14 02:21:50,132 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 02:21:50,210 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 02:21:50,284 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-14 02:21:50,360 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-14 02:21:50,434 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.671
2023-04-14 02:21:50,509 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-14 02:21:50,583 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-14 02:21:50,656 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.669
2023-04-14 02:21:50,732 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.669
2023-04-14 02:21:50,806 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.663
2023-04-14 02:21:50,882 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.664
2023-04-14 02:21:50,961 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.662
2023-04-14 02:21:51,042 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.662
2023-04-14 02:21:51,120 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.662
2023-04-14 02:21:51,197 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.663
2023-04-14 02:21:51,275 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.662
2023-04-14 02:21:51,348 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.662
2023-04-14 02:21:51,420 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.662
2023-04-14 02:21:51,497 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.661
2023-04-14 02:21:51,574 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.664
2023-04-14 02:21:51,652 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.666
2023-04-14 02:21:51,731 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.666
2023-04-14 02:21:51,806 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.673
2023-04-14 02:21:51,877 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.673
2023-04-14 02:21:51,953 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.675
2023-04-14 02:21:52,026 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-14 02:21:52,100 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.674
2023-04-14 02:21:52,173 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.675
2023-04-14 02:21:52,252 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.681
2023-04-14 02:21:52,329 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.683
2023-04-14 02:21:52,404 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.682
2023-04-14 02:21:52,478 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 02:21:52,555 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 02:21:52,629 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-14 02:21:52,704 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 02:21:52,785 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-14 02:21:52,867 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-14 02:21:52,943 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-14 02:21:53,021 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-14 02:21:53,100 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-14 02:21:53,176 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-14 02:21:53,249 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.687
2023-04-14 02:21:53,324 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-14 02:21:53,398 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-14 02:21:53,476 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-14 02:21:53,549 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-14 02:21:53,625 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-14 02:21:53,695 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-14 02:21:53,771 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-14 02:21:53,846 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-14 02:21:53,921 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-14 02:21:53,993 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-14 02:21:54,069 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-14 02:21:54,140 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-14 02:21:54,218 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-14 02:21:54,292 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-14 02:21:54,365 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-14 02:21:54,442 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-14 02:21:54,518 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-14 02:21:54,593 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-14 02:21:54,667 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-14 02:21:54,743 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-14 02:21:54,813 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:54,887 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:54,960 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:55,035 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-14 02:21:55,111 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-14 02:21:55,192 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:55,270 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-14 02:21:55,348 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:21:55,426 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:21:55,498 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 02:21:55,572 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:21:55,643 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:21:55,716 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:21:55,790 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:21:55,867 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:21:55,946 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-14 02:21:56,023 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 02:21:56,098 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 02:21:56,171 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-14 02:21:56,244 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-14 02:21:56,313 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-14 02:21:56,384 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 02:21:56,455 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 02:21:56,527 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 02:21:56,600 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.680
2023-04-14 02:21:56,677 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-14 02:21:56,754 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-14 02:21:56,835 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 02:21:56,913 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 02:21:56,992 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:21:57,064 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:21:57,136 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:21:57,210 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 02:21:57,279 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 02:21:57,351 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-14 02:21:57,426 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-14 02:21:57,504 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-14 02:21:57,583 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-14 02:21:57,659 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 02:21:57,734 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 02:21:57,808 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 02:21:57,880 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 02:21:57,953 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 02:21:58,028 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 02:21:58,100 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 02:21:58,170 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 02:21:58,242 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 02:21:58,319 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 02:21:58,398 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-14 02:21:58,476 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-14 02:21:58,554 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-14 02:21:58,632 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-14 02:21:58,706 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-14 02:21:58,781 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-14 02:21:58,856 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 02:21:58,928 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 02:21:59,000 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,075 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,152 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,230 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,309 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,386 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,457 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,533 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,610 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,687 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 02:21:59,762 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,840 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,916 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:21:59,992 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:22:00,066 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 02:22:00,136 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 02:22:00,206 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 02:22:00,278 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 02:22:00,355 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 02:22:00,432 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 02:22:00,508 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 02:22:00,584 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 02:22:00,664 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:00,742 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:00,818 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:00,892 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:00,967 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,039 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,114 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,188 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,266 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,342 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,416 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,493 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,570 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,642 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:22:01,718 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 02:22:01,796 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 02:22:01,870 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:22:01,942 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:22:02,015 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:22:02,088 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:22:02,162 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:22:02,238 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 02:22:02,314 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 02:22:02,389 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-14 02:22:02,463 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-14 02:22:02,538 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-14 02:22:02,614 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-14 02:22:02,688 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-14 02:22:02,767 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-14 02:22:02,843 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-14 02:22:02,923 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-14 02:22:02,998 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-14 02:22:03,070 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-14 02:22:03,143 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-14 02:22:03,214 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-14 02:22:03,287 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-14 02:22:03,361 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-14 02:22:03,438 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-14 02:22:03,518 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-14 02:22:03,595 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.941, mIoU: 0.686
2023-04-14 02:22:03,673 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-14 02:22:03,749 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.941, mIoU: 0.685
2023-04-14 02:22:03,819 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 02:22:03,889 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-14 02:22:03,961 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-14 02:22:04,032 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-14 02:22:04,104 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-14 02:22:04,176 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-14 02:22:04,252 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:04,331 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:04,402 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:04,472 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 02:22:04,545 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 02:22:04,616 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 02:22:04,683 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 02:22:04,750 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-14 02:22:04,817 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-14 02:22:04,883 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 02:22:04,949 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-14 02:22:05,015 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 02:22:05,080 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 02:22:05,144 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:05,208 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:05,274 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:05,340 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:05,409 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:05,480 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:05,549 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 02:22:05,619 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 02:22:05,688 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:05,758 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:05,828 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 02:22:05,898 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 02:22:05,965 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 02:22:06,034 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 02:22:06,103 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-14 02:22:06,171 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-14 02:22:06,238 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-14 02:22:06,302 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:06,370 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:06,437 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 02:22:07,177 semantic_segmentation INFO: Overall validation pixAcc: 94.808, mIoU: 69.013
2023-04-14 02:22:12,337 semantic_segmentation INFO: Iters: 18410/40000 || Lr: 0.011525 || Task Loss: 0.2561 || KD Loss: 0.0000|| Cost Time: 2:45:24 || Estimated Time: 3:13:58
2023-04-14 02:22:17,048 semantic_segmentation INFO: Iters: 18420/40000 || Lr: 0.011520 || Task Loss: 0.3549 || KD Loss: 0.0000|| Cost Time: 2:45:29 || Estimated Time: 3:13:52
2023-04-14 02:22:21,826 semantic_segmentation INFO: Iters: 18430/40000 || Lr: 0.011515 || Task Loss: 0.3798 || KD Loss: 0.0000|| Cost Time: 2:45:34 || Estimated Time: 3:13:46
2023-04-14 02:22:26,533 semantic_segmentation INFO: Iters: 18440/40000 || Lr: 0.011510 || Task Loss: 0.2643 || KD Loss: 0.0000|| Cost Time: 2:45:38 || Estimated Time: 3:13:40
2023-04-14 02:22:31,220 semantic_segmentation INFO: Iters: 18450/40000 || Lr: 0.011506 || Task Loss: 0.2669 || KD Loss: 0.0000|| Cost Time: 2:45:43 || Estimated Time: 3:13:33
2023-04-14 02:22:35,940 semantic_segmentation INFO: Iters: 18460/40000 || Lr: 0.011501 || Task Loss: 0.2672 || KD Loss: 0.0000|| Cost Time: 2:45:48 || Estimated Time: 3:13:27
2023-04-14 02:22:40,662 semantic_segmentation INFO: Iters: 18470/40000 || Lr: 0.011496 || Task Loss: 0.3044 || KD Loss: 0.0000|| Cost Time: 2:45:52 || Estimated Time: 3:13:21
2023-04-14 02:22:45,403 semantic_segmentation INFO: Iters: 18480/40000 || Lr: 0.011491 || Task Loss: 0.2727 || KD Loss: 0.0000|| Cost Time: 2:45:57 || Estimated Time: 3:13:15
2023-04-14 02:22:50,134 semantic_segmentation INFO: Iters: 18490/40000 || Lr: 0.011487 || Task Loss: 0.2890 || KD Loss: 0.0000|| Cost Time: 2:46:02 || Estimated Time: 3:13:09
2023-04-14 02:22:54,855 semantic_segmentation INFO: Iters: 18500/40000 || Lr: 0.011482 || Task Loss: 0.3733 || KD Loss: 0.0000|| Cost Time: 2:46:07 || Estimated Time: 3:13:03
2023-04-14 02:22:59,617 semantic_segmentation INFO: Iters: 18510/40000 || Lr: 0.011477 || Task Loss: 0.2881 || KD Loss: 0.0000|| Cost Time: 2:46:11 || Estimated Time: 3:12:56
2023-04-14 02:23:04,399 semantic_segmentation INFO: Iters: 18520/40000 || Lr: 0.011472 || Task Loss: 0.3278 || KD Loss: 0.0000|| Cost Time: 2:46:16 || Estimated Time: 3:12:50
2023-04-14 02:23:09,146 semantic_segmentation INFO: Iters: 18530/40000 || Lr: 0.011468 || Task Loss: 0.4144 || KD Loss: 0.0000|| Cost Time: 2:46:21 || Estimated Time: 3:12:44
2023-04-14 02:23:13,906 semantic_segmentation INFO: Iters: 18540/40000 || Lr: 0.011463 || Task Loss: 0.3528 || KD Loss: 0.0000|| Cost Time: 2:46:26 || Estimated Time: 3:12:38
2023-04-14 02:23:18,636 semantic_segmentation INFO: Iters: 18550/40000 || Lr: 0.011458 || Task Loss: 0.2431 || KD Loss: 0.0000|| Cost Time: 2:46:30 || Estimated Time: 3:12:32
2023-04-14 02:23:23,364 semantic_segmentation INFO: Iters: 18560/40000 || Lr: 0.011453 || Task Loss: 0.3115 || KD Loss: 0.0000|| Cost Time: 2:46:35 || Estimated Time: 3:12:26
2023-04-14 02:23:28,142 semantic_segmentation INFO: Iters: 18570/40000 || Lr: 0.011448 || Task Loss: 0.3876 || KD Loss: 0.0000|| Cost Time: 2:46:40 || Estimated Time: 3:12:20
2023-04-14 02:23:32,896 semantic_segmentation INFO: Iters: 18580/40000 || Lr: 0.011444 || Task Loss: 0.2945 || KD Loss: 0.0000|| Cost Time: 2:46:45 || Estimated Time: 3:12:14
2023-04-14 02:23:37,667 semantic_segmentation INFO: Iters: 18590/40000 || Lr: 0.011439 || Task Loss: 0.2208 || KD Loss: 0.0000|| Cost Time: 2:46:49 || Estimated Time: 3:12:08
2023-04-14 02:23:42,426 semantic_segmentation INFO: Iters: 18600/40000 || Lr: 0.011434 || Task Loss: 0.2834 || KD Loss: 0.0000|| Cost Time: 2:46:54 || Estimated Time: 3:12:01
2023-04-14 02:23:47,157 semantic_segmentation INFO: Iters: 18610/40000 || Lr: 0.011429 || Task Loss: 0.3496 || KD Loss: 0.0000|| Cost Time: 2:46:59 || Estimated Time: 3:11:55
2023-04-14 02:23:51,954 semantic_segmentation INFO: Iters: 18620/40000 || Lr: 0.011425 || Task Loss: 0.3097 || KD Loss: 0.0000|| Cost Time: 2:47:04 || Estimated Time: 3:11:49
2023-04-14 02:23:56,674 semantic_segmentation INFO: Iters: 18630/40000 || Lr: 0.011420 || Task Loss: 0.2523 || KD Loss: 0.0000|| Cost Time: 2:47:08 || Estimated Time: 3:11:43
2023-04-14 02:24:01,495 semantic_segmentation INFO: Iters: 18640/40000 || Lr: 0.011415 || Task Loss: 0.3390 || KD Loss: 0.0000|| Cost Time: 2:47:13 || Estimated Time: 3:11:37
2023-04-14 02:24:06,247 semantic_segmentation INFO: Iters: 18650/40000 || Lr: 0.011410 || Task Loss: 0.4161 || KD Loss: 0.0000|| Cost Time: 2:47:18 || Estimated Time: 3:11:31
2023-04-14 02:24:11,006 semantic_segmentation INFO: Iters: 18660/40000 || Lr: 0.011406 || Task Loss: 0.3317 || KD Loss: 0.0000|| Cost Time: 2:47:23 || Estimated Time: 3:11:25
2023-04-14 02:24:15,741 semantic_segmentation INFO: Iters: 18670/40000 || Lr: 0.011401 || Task Loss: 0.2527 || KD Loss: 0.0000|| Cost Time: 2:47:28 || Estimated Time: 3:11:19
2023-04-14 02:24:20,560 semantic_segmentation INFO: Iters: 18680/40000 || Lr: 0.011396 || Task Loss: 0.3134 || KD Loss: 0.0000|| Cost Time: 2:47:32 || Estimated Time: 3:11:13
2023-04-14 02:24:25,381 semantic_segmentation INFO: Iters: 18690/40000 || Lr: 0.011391 || Task Loss: 0.3232 || KD Loss: 0.0000|| Cost Time: 2:47:37 || Estimated Time: 3:11:07
2023-04-14 02:24:30,151 semantic_segmentation INFO: Iters: 18700/40000 || Lr: 0.011386 || Task Loss: 0.2684 || KD Loss: 0.0000|| Cost Time: 2:47:42 || Estimated Time: 3:11:01
2023-04-14 02:24:34,957 semantic_segmentation INFO: Iters: 18710/40000 || Lr: 0.011382 || Task Loss: 0.2576 || KD Loss: 0.0000|| Cost Time: 2:47:47 || Estimated Time: 3:10:55
2023-04-14 02:24:39,705 semantic_segmentation INFO: Iters: 18720/40000 || Lr: 0.011377 || Task Loss: 0.1676 || KD Loss: 0.0000|| Cost Time: 2:47:51 || Estimated Time: 3:10:49
2023-04-14 02:24:44,504 semantic_segmentation INFO: Iters: 18730/40000 || Lr: 0.011372 || Task Loss: 0.2874 || KD Loss: 0.0000|| Cost Time: 2:47:56 || Estimated Time: 3:10:42
2023-04-14 02:24:49,271 semantic_segmentation INFO: Iters: 18740/40000 || Lr: 0.011367 || Task Loss: 0.2964 || KD Loss: 0.0000|| Cost Time: 2:48:01 || Estimated Time: 3:10:36
2023-04-14 02:24:54,046 semantic_segmentation INFO: Iters: 18750/40000 || Lr: 0.011363 || Task Loss: 0.3036 || KD Loss: 0.0000|| Cost Time: 2:48:06 || Estimated Time: 3:10:30
2023-04-14 02:24:58,811 semantic_segmentation INFO: Iters: 18760/40000 || Lr: 0.011358 || Task Loss: 0.4214 || KD Loss: 0.0000|| Cost Time: 2:48:11 || Estimated Time: 3:10:24
2023-04-14 02:25:03,554 semantic_segmentation INFO: Iters: 18770/40000 || Lr: 0.011353 || Task Loss: 0.2774 || KD Loss: 0.0000|| Cost Time: 2:48:15 || Estimated Time: 3:10:18
2023-04-14 02:25:08,246 semantic_segmentation INFO: Iters: 18780/40000 || Lr: 0.011348 || Task Loss: 0.2738 || KD Loss: 0.0000|| Cost Time: 2:48:20 || Estimated Time: 3:10:12
2023-04-14 02:25:12,950 semantic_segmentation INFO: Iters: 18790/40000 || Lr: 0.011344 || Task Loss: 0.4422 || KD Loss: 0.0000|| Cost Time: 2:48:25 || Estimated Time: 3:10:06
2023-04-14 02:25:17,709 semantic_segmentation INFO: Iters: 18800/40000 || Lr: 0.011339 || Task Loss: 0.3862 || KD Loss: 0.0000|| Cost Time: 2:48:29 || Estimated Time: 3:10:00
2023-04-14 02:25:18,025 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:25:20,714 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.410
2023-04-14 02:25:20,842 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.490
2023-04-14 02:25:20,946 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.499
2023-04-14 02:25:21,038 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.523
2023-04-14 02:25:21,125 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.510
2023-04-14 02:25:21,211 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.512
2023-04-14 02:25:21,302 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.547
2023-04-14 02:25:21,382 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.584
2023-04-14 02:25:21,456 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.608
2023-04-14 02:25:21,529 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.660
2023-04-14 02:25:21,601 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.666
2023-04-14 02:25:21,673 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.680
2023-04-14 02:25:21,764 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.674
2023-04-14 02:25:21,839 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.669
2023-04-14 02:25:21,916 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.651
2023-04-14 02:25:21,991 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.643
2023-04-14 02:25:22,060 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.639
2023-04-14 02:25:22,136 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.638
2023-04-14 02:25:22,209 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.636
2023-04-14 02:25:22,284 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.638
2023-04-14 02:25:22,359 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.638
2023-04-14 02:25:22,442 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.654
2023-04-14 02:25:22,517 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.656
2023-04-14 02:25:22,593 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-14 02:25:22,664 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 02:25:22,736 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-14 02:25:22,807 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.671
2023-04-14 02:25:22,876 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-14 02:25:22,947 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-14 02:25:23,023 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-14 02:25:23,100 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.674
2023-04-14 02:25:23,176 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-14 02:25:23,251 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-14 02:25:23,329 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-14 02:25:23,401 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-14 02:25:23,474 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-14 02:25:23,548 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-14 02:25:23,623 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-14 02:25:23,694 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-14 02:25:23,763 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-14 02:25:23,836 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-14 02:25:23,916 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:25:23,993 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:25:24,071 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.663
2023-04-14 02:25:24,144 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-14 02:25:24,220 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-14 02:25:24,294 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-14 02:25:24,367 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 02:25:24,438 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.664
2023-04-14 02:25:24,507 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-14 02:25:24,581 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-14 02:25:24,653 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 02:25:24,728 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-14 02:25:24,807 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.674
2023-04-14 02:25:24,885 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-14 02:25:24,963 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.672
2023-04-14 02:25:25,039 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 02:25:25,121 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.678
2023-04-14 02:25:25,196 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-14 02:25:25,272 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-14 02:25:25,346 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-14 02:25:25,424 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.684
2023-04-14 02:25:25,503 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.935, mIoU: 0.683
2023-04-14 02:25:25,581 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-14 02:25:25,658 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 02:25:25,733 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-14 02:25:25,808 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-14 02:25:25,882 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 02:25:25,953 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.687
2023-04-14 02:25:26,026 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.684
2023-04-14 02:25:26,099 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.685
2023-04-14 02:25:26,177 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.682
2023-04-14 02:25:26,258 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-14 02:25:26,334 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-14 02:25:26,408 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-14 02:25:26,483 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-14 02:25:26,550 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.680
2023-04-14 02:25:26,619 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-14 02:25:26,690 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-14 02:25:26,764 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-14 02:25:26,836 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.679
2023-04-14 02:25:26,907 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-14 02:25:26,981 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.678
2023-04-14 02:25:27,050 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.676
2023-04-14 02:25:27,121 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.672
2023-04-14 02:25:27,201 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.672
2023-04-14 02:25:27,284 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.672
2023-04-14 02:25:27,360 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.931, mIoU: 0.672
2023-04-14 02:25:27,437 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.670
2023-04-14 02:25:27,509 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.670
2023-04-14 02:25:27,584 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.670
2023-04-14 02:25:27,654 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 02:25:27,728 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 02:25:27,806 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.931, mIoU: 0.679
2023-04-14 02:25:27,878 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.679
2023-04-14 02:25:27,955 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.679
2023-04-14 02:25:28,035 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-14 02:25:28,115 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.678
2023-04-14 02:25:28,192 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.677
2023-04-14 02:25:28,267 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.677
2023-04-14 02:25:28,339 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.676
2023-04-14 02:25:28,414 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.675
2023-04-14 02:25:28,485 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.675
2023-04-14 02:25:28,558 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.675
2023-04-14 02:25:28,633 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.929, mIoU: 0.675
2023-04-14 02:25:28,711 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.929, mIoU: 0.675
2023-04-14 02:25:28,792 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.929, mIoU: 0.675
2023-04-14 02:25:28,873 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.676
2023-04-14 02:25:28,949 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.675
2023-04-14 02:25:29,021 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.929, mIoU: 0.675
2023-04-14 02:25:29,095 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.929, mIoU: 0.675
2023-04-14 02:25:29,167 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.929, mIoU: 0.674
2023-04-14 02:25:29,243 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.929, mIoU: 0.673
2023-04-14 02:25:29,315 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.672
2023-04-14 02:25:29,394 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.672
2023-04-14 02:25:29,468 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.929, mIoU: 0.671
2023-04-14 02:25:29,544 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.929, mIoU: 0.672
2023-04-14 02:25:29,620 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-14 02:25:29,692 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.671
2023-04-14 02:25:29,769 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.671
2023-04-14 02:25:29,843 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.929, mIoU: 0.670
2023-04-14 02:25:29,915 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.670
2023-04-14 02:25:29,994 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.929, mIoU: 0.670
2023-04-14 02:25:30,075 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.929, mIoU: 0.671
2023-04-14 02:25:30,155 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.670
2023-04-14 02:25:30,229 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.928, mIoU: 0.671
2023-04-14 02:25:30,310 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.928, mIoU: 0.670
2023-04-14 02:25:30,389 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.928, mIoU: 0.670
2023-04-14 02:25:30,461 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.928, mIoU: 0.670
2023-04-14 02:25:30,531 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.928, mIoU: 0.670
2023-04-14 02:25:30,604 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.670
2023-04-14 02:25:30,686 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.670
2023-04-14 02:25:30,761 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-14 02:25:30,838 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-14 02:25:30,913 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-14 02:25:30,987 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.930, mIoU: 0.668
2023-04-14 02:25:31,064 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.930, mIoU: 0.668
2023-04-14 02:25:31,141 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.667
2023-04-14 02:25:31,215 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:31,293 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-14 02:25:31,368 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-14 02:25:31,448 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-14 02:25:31,526 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-14 02:25:31,601 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-14 02:25:31,669 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:31,742 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-14 02:25:31,811 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.929, mIoU: 0.669
2023-04-14 02:25:31,883 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-14 02:25:31,958 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-14 02:25:32,037 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:32,112 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-14 02:25:32,190 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.668
2023-04-14 02:25:32,265 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:32,339 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:32,419 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:32,491 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:32,563 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:32,634 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:32,704 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:25:32,776 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.929, mIoU: 0.666
2023-04-14 02:25:32,845 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.929, mIoU: 0.666
2023-04-14 02:25:32,917 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-14 02:25:32,989 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-14 02:25:33,066 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-14 02:25:33,142 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-14 02:25:33,225 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-14 02:25:33,304 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-14 02:25:33,380 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.930, mIoU: 0.664
2023-04-14 02:25:33,456 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:33,528 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:33,601 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:33,674 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:33,752 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:33,828 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-14 02:25:33,906 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:33,982 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:34,060 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:34,132 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-14 02:25:34,208 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:34,281 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-14 02:25:34,356 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.930, mIoU: 0.665
2023-04-14 02:25:34,427 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-14 02:25:34,501 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-14 02:25:34,576 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-14 02:25:34,658 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-14 02:25:34,734 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:34,813 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:34,885 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:34,963 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:35,036 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:35,110 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:35,185 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:35,261 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-14 02:25:35,335 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-14 02:25:35,412 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.931, mIoU: 0.666
2023-04-14 02:25:35,486 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:35,560 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:35,636 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:35,710 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:35,784 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.931, mIoU: 0.664
2023-04-14 02:25:35,859 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-14 02:25:35,935 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.931, mIoU: 0.665
2023-04-14 02:25:36,013 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-14 02:25:36,094 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-14 02:25:36,175 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-14 02:25:36,248 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-14 02:25:36,319 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-14 02:25:36,390 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:25:36,465 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:25:36,539 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:25:36,615 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:25:36,692 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:25:36,776 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.932, mIoU: 0.664
2023-04-14 02:25:36,849 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-14 02:25:36,925 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.932, mIoU: 0.665
2023-04-14 02:25:37,001 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.933, mIoU: 0.665
2023-04-14 02:25:37,073 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.933, mIoU: 0.665
2023-04-14 02:25:37,148 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.933, mIoU: 0.666
2023-04-14 02:25:37,224 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.933, mIoU: 0.665
2023-04-14 02:25:37,293 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.933, mIoU: 0.665
2023-04-14 02:25:37,363 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.933, mIoU: 0.667
2023-04-14 02:25:37,434 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.933, mIoU: 0.668
2023-04-14 02:25:37,506 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.933, mIoU: 0.668
2023-04-14 02:25:37,577 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.933, mIoU: 0.668
2023-04-14 02:25:37,646 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-14 02:25:37,714 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-14 02:25:37,784 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-14 02:25:37,854 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.934, mIoU: 0.668
2023-04-14 02:25:37,924 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:37,992 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:38,059 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-14 02:25:38,124 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-14 02:25:38,190 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-14 02:25:38,255 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-14 02:25:38,321 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.932, mIoU: 0.662
2023-04-14 02:25:38,388 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:38,453 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:38,520 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:38,587 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-14 02:25:38,657 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-14 02:25:38,727 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-14 02:25:38,796 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.933, mIoU: 0.662
2023-04-14 02:25:38,862 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:38,930 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:38,999 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:39,067 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-14 02:25:39,135 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.933, mIoU: 0.664
2023-04-14 02:25:39,201 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:39,269 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:39,338 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:25:40,053 semantic_segmentation INFO: Overall validation pixAcc: 93.984, mIoU: 66.345
2023-04-14 02:25:44,971 semantic_segmentation INFO: Iters: 18810/40000 || Lr: 0.011334 || Task Loss: 0.2588 || KD Loss: 0.0000|| Cost Time: 2:48:57 || Estimated Time: 3:10:19
2023-04-14 02:25:49,674 semantic_segmentation INFO: Iters: 18820/40000 || Lr: 0.011329 || Task Loss: 0.2508 || KD Loss: 0.0000|| Cost Time: 2:49:01 || Estimated Time: 3:10:13
2023-04-14 02:25:54,427 semantic_segmentation INFO: Iters: 18830/40000 || Lr: 0.011324 || Task Loss: 0.2211 || KD Loss: 0.0000|| Cost Time: 2:49:06 || Estimated Time: 3:10:07
2023-04-14 02:25:59,139 semantic_segmentation INFO: Iters: 18840/40000 || Lr: 0.011320 || Task Loss: 0.3744 || KD Loss: 0.0000|| Cost Time: 2:49:11 || Estimated Time: 3:10:01
2023-04-14 02:26:03,840 semantic_segmentation INFO: Iters: 18850/40000 || Lr: 0.011315 || Task Loss: 0.3152 || KD Loss: 0.0000|| Cost Time: 2:49:16 || Estimated Time: 3:09:55
2023-04-14 02:26:08,544 semantic_segmentation INFO: Iters: 18860/40000 || Lr: 0.011310 || Task Loss: 0.3716 || KD Loss: 0.0000|| Cost Time: 2:49:20 || Estimated Time: 3:09:48
2023-04-14 02:26:13,221 semantic_segmentation INFO: Iters: 18870/40000 || Lr: 0.011305 || Task Loss: 0.2575 || KD Loss: 0.0000|| Cost Time: 2:49:25 || Estimated Time: 3:09:42
2023-04-14 02:26:17,946 semantic_segmentation INFO: Iters: 18880/40000 || Lr: 0.011301 || Task Loss: 0.3049 || KD Loss: 0.0000|| Cost Time: 2:49:30 || Estimated Time: 3:09:36
2023-04-14 02:26:22,715 semantic_segmentation INFO: Iters: 18890/40000 || Lr: 0.011296 || Task Loss: 0.5114 || KD Loss: 0.0000|| Cost Time: 2:49:34 || Estimated Time: 3:09:30
2023-04-14 02:26:27,426 semantic_segmentation INFO: Iters: 18900/40000 || Lr: 0.011291 || Task Loss: 0.3881 || KD Loss: 0.0000|| Cost Time: 2:49:39 || Estimated Time: 3:09:24
2023-04-14 02:26:32,143 semantic_segmentation INFO: Iters: 18910/40000 || Lr: 0.011286 || Task Loss: 0.2856 || KD Loss: 0.0000|| Cost Time: 2:49:44 || Estimated Time: 3:09:18
2023-04-14 02:26:36,881 semantic_segmentation INFO: Iters: 18920/40000 || Lr: 0.011282 || Task Loss: 0.3118 || KD Loss: 0.0000|| Cost Time: 2:49:49 || Estimated Time: 3:09:12
2023-04-14 02:26:41,626 semantic_segmentation INFO: Iters: 18930/40000 || Lr: 0.011277 || Task Loss: 0.2135 || KD Loss: 0.0000|| Cost Time: 2:49:53 || Estimated Time: 3:09:05
2023-04-14 02:26:46,393 semantic_segmentation INFO: Iters: 18940/40000 || Lr: 0.011272 || Task Loss: 0.2541 || KD Loss: 0.0000|| Cost Time: 2:49:58 || Estimated Time: 3:08:59
2023-04-14 02:26:51,066 semantic_segmentation INFO: Iters: 18950/40000 || Lr: 0.011267 || Task Loss: 0.3643 || KD Loss: 0.0000|| Cost Time: 2:50:03 || Estimated Time: 3:08:53
2023-04-14 02:26:55,782 semantic_segmentation INFO: Iters: 18960/40000 || Lr: 0.011262 || Task Loss: 0.2672 || KD Loss: 0.0000|| Cost Time: 2:50:08 || Estimated Time: 3:08:47
2023-04-14 02:27:00,537 semantic_segmentation INFO: Iters: 18970/40000 || Lr: 0.011258 || Task Loss: 0.2806 || KD Loss: 0.0000|| Cost Time: 2:50:12 || Estimated Time: 3:08:41
2023-04-14 02:27:05,239 semantic_segmentation INFO: Iters: 18980/40000 || Lr: 0.011253 || Task Loss: 0.2012 || KD Loss: 0.0000|| Cost Time: 2:50:17 || Estimated Time: 3:08:35
2023-04-14 02:27:09,965 semantic_segmentation INFO: Iters: 18990/40000 || Lr: 0.011248 || Task Loss: 0.2521 || KD Loss: 0.0000|| Cost Time: 2:50:22 || Estimated Time: 3:08:29
2023-04-14 02:27:14,736 semantic_segmentation INFO: Iters: 19000/40000 || Lr: 0.011243 || Task Loss: 0.4314 || KD Loss: 0.0000|| Cost Time: 2:50:27 || Estimated Time: 3:08:23
2023-04-14 02:27:19,502 semantic_segmentation INFO: Iters: 19010/40000 || Lr: 0.011239 || Task Loss: 0.2171 || KD Loss: 0.0000|| Cost Time: 2:50:31 || Estimated Time: 3:08:17
2023-04-14 02:27:24,243 semantic_segmentation INFO: Iters: 19020/40000 || Lr: 0.011234 || Task Loss: 0.1766 || KD Loss: 0.0000|| Cost Time: 2:50:36 || Estimated Time: 3:08:11
2023-04-14 02:27:28,984 semantic_segmentation INFO: Iters: 19030/40000 || Lr: 0.011229 || Task Loss: 0.3293 || KD Loss: 0.0000|| Cost Time: 2:50:41 || Estimated Time: 3:08:04
2023-04-14 02:27:33,706 semantic_segmentation INFO: Iters: 19040/40000 || Lr: 0.011224 || Task Loss: 0.3417 || KD Loss: 0.0000|| Cost Time: 2:50:45 || Estimated Time: 3:07:58
2023-04-14 02:27:38,440 semantic_segmentation INFO: Iters: 19050/40000 || Lr: 0.011219 || Task Loss: 0.2573 || KD Loss: 0.0000|| Cost Time: 2:50:50 || Estimated Time: 3:07:52
2023-04-14 02:27:43,135 semantic_segmentation INFO: Iters: 19060/40000 || Lr: 0.011215 || Task Loss: 0.3076 || KD Loss: 0.0000|| Cost Time: 2:50:55 || Estimated Time: 3:07:46
2023-04-14 02:27:47,883 semantic_segmentation INFO: Iters: 19070/40000 || Lr: 0.011210 || Task Loss: 0.2613 || KD Loss: 0.0000|| Cost Time: 2:51:00 || Estimated Time: 3:07:40
2023-04-14 02:27:52,630 semantic_segmentation INFO: Iters: 19080/40000 || Lr: 0.011205 || Task Loss: 0.2270 || KD Loss: 0.0000|| Cost Time: 2:51:04 || Estimated Time: 3:07:34
2023-04-14 02:27:57,386 semantic_segmentation INFO: Iters: 19090/40000 || Lr: 0.011200 || Task Loss: 0.2486 || KD Loss: 0.0000|| Cost Time: 2:51:09 || Estimated Time: 3:07:28
2023-04-14 02:28:02,075 semantic_segmentation INFO: Iters: 19100/40000 || Lr: 0.011196 || Task Loss: 0.3944 || KD Loss: 0.0000|| Cost Time: 2:51:14 || Estimated Time: 3:07:22
2023-04-14 02:28:06,869 semantic_segmentation INFO: Iters: 19110/40000 || Lr: 0.011191 || Task Loss: 0.3011 || KD Loss: 0.0000|| Cost Time: 2:51:19 || Estimated Time: 3:07:16
2023-04-14 02:28:11,650 semantic_segmentation INFO: Iters: 19120/40000 || Lr: 0.011186 || Task Loss: 0.2367 || KD Loss: 0.0000|| Cost Time: 2:51:23 || Estimated Time: 3:07:10
2023-04-14 02:28:16,382 semantic_segmentation INFO: Iters: 19130/40000 || Lr: 0.011181 || Task Loss: 0.2666 || KD Loss: 0.0000|| Cost Time: 2:51:28 || Estimated Time: 3:07:04
2023-04-14 02:28:21,173 semantic_segmentation INFO: Iters: 19140/40000 || Lr: 0.011176 || Task Loss: 0.4073 || KD Loss: 0.0000|| Cost Time: 2:51:33 || Estimated Time: 3:06:58
2023-04-14 02:28:25,973 semantic_segmentation INFO: Iters: 19150/40000 || Lr: 0.011172 || Task Loss: 0.2963 || KD Loss: 0.0000|| Cost Time: 2:51:38 || Estimated Time: 3:06:52
2023-04-14 02:28:30,704 semantic_segmentation INFO: Iters: 19160/40000 || Lr: 0.011167 || Task Loss: 0.2867 || KD Loss: 0.0000|| Cost Time: 2:51:42 || Estimated Time: 3:06:46
2023-04-14 02:28:35,407 semantic_segmentation INFO: Iters: 19170/40000 || Lr: 0.011162 || Task Loss: 0.2491 || KD Loss: 0.0000|| Cost Time: 2:51:47 || Estimated Time: 3:06:39
2023-04-14 02:28:40,139 semantic_segmentation INFO: Iters: 19180/40000 || Lr: 0.011157 || Task Loss: 0.2900 || KD Loss: 0.0000|| Cost Time: 2:51:52 || Estimated Time: 3:06:33
2023-04-14 02:28:44,923 semantic_segmentation INFO: Iters: 19190/40000 || Lr: 0.011153 || Task Loss: 0.2286 || KD Loss: 0.0000|| Cost Time: 2:51:57 || Estimated Time: 3:06:27
2023-04-14 02:28:49,700 semantic_segmentation INFO: Iters: 19200/40000 || Lr: 0.011148 || Task Loss: 0.3590 || KD Loss: 0.0000|| Cost Time: 2:52:01 || Estimated Time: 3:06:21
2023-04-14 02:28:50,062 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:28:52,424 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.952, mIoU: 0.376
2023-04-14 02:28:52,616 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.456
2023-04-14 02:28:52,792 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.462
2023-04-14 02:28:53,093 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.485
2023-04-14 02:28:53,191 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.469
2023-04-14 02:28:53,290 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.480
2023-04-14 02:28:53,379 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.524
2023-04-14 02:28:53,474 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.573
2023-04-14 02:28:53,559 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.603
2023-04-14 02:28:53,631 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.644
2023-04-14 02:28:53,703 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.642
2023-04-14 02:28:53,789 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.643
2023-04-14 02:28:53,864 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.631
2023-04-14 02:28:53,940 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.625
2023-04-14 02:28:54,012 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.612
2023-04-14 02:28:54,084 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.606
2023-04-14 02:28:54,156 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.607
2023-04-14 02:28:54,233 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.607
2023-04-14 02:28:54,309 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.611
2023-04-14 02:28:54,383 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.620
2023-04-14 02:28:54,474 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.623
2023-04-14 02:28:54,558 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.608
2023-04-14 02:28:54,628 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.607
2023-04-14 02:28:54,706 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.617
2023-04-14 02:28:54,781 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.932, mIoU: 0.617
2023-04-14 02:28:54,858 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.619
2023-04-14 02:28:54,936 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 02:28:55,012 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.607
2023-04-14 02:28:55,083 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.610
2023-04-14 02:28:55,155 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.615
2023-04-14 02:28:55,227 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 02:28:55,300 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.615
2023-04-14 02:28:55,374 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.617
2023-04-14 02:28:55,452 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-14 02:28:55,527 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.618
2023-04-14 02:28:55,606 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.617
2023-04-14 02:28:55,680 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-14 02:28:55,756 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.612
2023-04-14 02:28:55,830 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.612
2023-04-14 02:28:55,902 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 02:28:55,974 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.610
2023-04-14 02:28:56,055 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.610
2023-04-14 02:28:56,133 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.612
2023-04-14 02:28:56,206 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.613
2023-04-14 02:28:56,284 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.613
2023-04-14 02:28:56,364 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.611
2023-04-14 02:28:56,445 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.611
2023-04-14 02:28:56,522 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.610
2023-04-14 02:28:56,600 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.611
2023-04-14 02:28:56,673 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.614
2023-04-14 02:28:56,746 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.613
2023-04-14 02:28:56,819 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.613
2023-04-14 02:28:56,893 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.613
2023-04-14 02:28:56,968 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.614
2023-04-14 02:28:57,046 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.614
2023-04-14 02:28:57,122 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.613
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2023-04-14 02:28:57,271 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.621
2023-04-14 02:28:57,345 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.625
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2023-04-14 02:28:57,491 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.626
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2023-04-14 02:28:57,717 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.928, mIoU: 0.632
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2023-04-14 02:28:57,866 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-14 02:28:57,938 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 02:28:58,010 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.630
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2023-04-14 02:28:58,240 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.628
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2023-04-14 02:28:58,969 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.927, mIoU: 0.628
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2023-04-14 02:28:59,421 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.622
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2023-04-14 02:28:59,798 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.922, mIoU: 0.622
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2023-04-14 02:28:59,942 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.622
2023-04-14 02:29:00,017 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.623
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2023-04-14 02:29:00,184 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.622
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2023-04-14 02:29:00,482 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-14 02:29:00,553 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.622
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2023-04-14 02:29:00,700 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-14 02:29:00,772 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-14 02:29:00,847 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 02:29:00,925 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.623
2023-04-14 02:29:01,006 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.922, mIoU: 0.624
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2023-04-14 02:29:01,161 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 02:29:01,234 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.624
2023-04-14 02:29:01,307 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.624
2023-04-14 02:29:01,378 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.623
2023-04-14 02:29:01,447 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.921, mIoU: 0.621
2023-04-14 02:29:01,521 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.921, mIoU: 0.621
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2023-04-14 02:29:01,663 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.922, mIoU: 0.626
2023-04-14 02:29:01,737 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.922, mIoU: 0.628
2023-04-14 02:29:01,815 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.627
2023-04-14 02:29:01,891 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.627
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2023-04-14 02:29:02,042 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.921, mIoU: 0.627
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2023-04-14 02:29:02,187 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.921, mIoU: 0.628
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2023-04-14 02:29:02,329 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.629
2023-04-14 02:29:02,402 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.921, mIoU: 0.632
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2023-04-14 02:29:02,615 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.921, mIoU: 0.632
2023-04-14 02:29:02,686 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.632
2023-04-14 02:29:02,761 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.922, mIoU: 0.631
2023-04-14 02:29:02,838 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.922, mIoU: 0.631
2023-04-14 02:29:02,916 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.631
2023-04-14 02:29:02,994 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 02:29:03,068 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 02:29:03,146 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.923, mIoU: 0.630
2023-04-14 02:29:03,220 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.923, mIoU: 0.629
2023-04-14 02:29:03,290 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.923, mIoU: 0.631
2023-04-14 02:29:03,361 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.633
2023-04-14 02:29:03,437 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.634
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2023-04-14 02:29:04,116 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.924, mIoU: 0.633
2023-04-14 02:29:04,188 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.924, mIoU: 0.635
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2023-04-14 02:29:04,340 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.924, mIoU: 0.634
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2023-04-14 02:29:08,075 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 02:29:08,147 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 02:29:08,219 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 02:29:08,294 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.927, mIoU: 0.633
2023-04-14 02:29:08,373 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.928, mIoU: 0.633
2023-04-14 02:29:08,454 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 02:29:08,531 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:08,606 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:08,682 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:08,757 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:08,831 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 02:29:08,904 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:08,980 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:09,055 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:09,130 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:09,210 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:09,286 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:09,358 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 02:29:09,427 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-14 02:29:09,498 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 02:29:09,566 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 02:29:09,633 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 02:29:09,700 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 02:29:09,765 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 02:29:09,830 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:29:09,895 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 02:29:09,959 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 02:29:10,022 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:29:10,085 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.928, mIoU: 0.621
2023-04-14 02:29:10,146 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:29:10,209 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:29:10,271 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:29:10,337 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:29:10,404 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:29:10,470 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 02:29:10,540 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 02:29:10,612 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:29:10,684 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.928, mIoU: 0.622
2023-04-14 02:29:10,754 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 02:29:10,822 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 02:29:10,889 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.929, mIoU: 0.623
2023-04-14 02:29:10,959 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-14 02:29:11,030 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-14 02:29:11,101 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.929, mIoU: 0.625
2023-04-14 02:29:11,169 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-14 02:29:11,235 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-14 02:29:11,303 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-14 02:29:11,371 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.929, mIoU: 0.624
2023-04-14 02:29:12,135 semantic_segmentation INFO: Overall validation pixAcc: 93.539, mIoU: 62.273
2023-04-14 02:29:17,097 semantic_segmentation INFO: Iters: 19210/40000 || Lr: 0.011143 || Task Loss: 0.3331 || KD Loss: 0.0000|| Cost Time: 2:52:29 || Estimated Time: 3:06:40
2023-04-14 02:29:21,771 semantic_segmentation INFO: Iters: 19220/40000 || Lr: 0.011138 || Task Loss: 0.2260 || KD Loss: 0.0000|| Cost Time: 2:52:34 || Estimated Time: 3:06:34
2023-04-14 02:29:26,523 semantic_segmentation INFO: Iters: 19230/40000 || Lr: 0.011133 || Task Loss: 0.2576 || KD Loss: 0.0000|| Cost Time: 2:52:38 || Estimated Time: 3:06:28
2023-04-14 02:29:31,269 semantic_segmentation INFO: Iters: 19240/40000 || Lr: 0.011129 || Task Loss: 0.2720 || KD Loss: 0.0000|| Cost Time: 2:52:43 || Estimated Time: 3:06:21
2023-04-14 02:29:36,017 semantic_segmentation INFO: Iters: 19250/40000 || Lr: 0.011124 || Task Loss: 0.1926 || KD Loss: 0.0000|| Cost Time: 2:52:48 || Estimated Time: 3:06:15
2023-04-14 02:29:40,727 semantic_segmentation INFO: Iters: 19260/40000 || Lr: 0.011119 || Task Loss: 0.2250 || KD Loss: 0.0000|| Cost Time: 2:52:53 || Estimated Time: 3:06:09
2023-04-14 02:29:45,468 semantic_segmentation INFO: Iters: 19270/40000 || Lr: 0.011114 || Task Loss: 0.3477 || KD Loss: 0.0000|| Cost Time: 2:52:57 || Estimated Time: 3:06:03
2023-04-14 02:29:50,217 semantic_segmentation INFO: Iters: 19280/40000 || Lr: 0.011110 || Task Loss: 0.2821 || KD Loss: 0.0000|| Cost Time: 2:53:02 || Estimated Time: 3:05:57
2023-04-14 02:29:54,970 semantic_segmentation INFO: Iters: 19290/40000 || Lr: 0.011105 || Task Loss: 0.2921 || KD Loss: 0.0000|| Cost Time: 2:53:07 || Estimated Time: 3:05:51
2023-04-14 02:29:59,687 semantic_segmentation INFO: Iters: 19300/40000 || Lr: 0.011100 || Task Loss: 0.2056 || KD Loss: 0.0000|| Cost Time: 2:53:11 || Estimated Time: 3:05:45
2023-04-14 02:30:04,457 semantic_segmentation INFO: Iters: 19310/40000 || Lr: 0.011095 || Task Loss: 0.2515 || KD Loss: 0.0000|| Cost Time: 2:53:16 || Estimated Time: 3:05:39
2023-04-14 02:30:09,186 semantic_segmentation INFO: Iters: 19320/40000 || Lr: 0.011090 || Task Loss: 0.2734 || KD Loss: 0.0000|| Cost Time: 2:53:21 || Estimated Time: 3:05:33
2023-04-14 02:30:13,945 semantic_segmentation INFO: Iters: 19330/40000 || Lr: 0.011086 || Task Loss: 0.2434 || KD Loss: 0.0000|| Cost Time: 2:53:26 || Estimated Time: 3:05:27
2023-04-14 02:30:18,699 semantic_segmentation INFO: Iters: 19340/40000 || Lr: 0.011081 || Task Loss: 0.2628 || KD Loss: 0.0000|| Cost Time: 2:53:30 || Estimated Time: 3:05:21
2023-04-14 02:30:23,428 semantic_segmentation INFO: Iters: 19350/40000 || Lr: 0.011076 || Task Loss: 0.2684 || KD Loss: 0.0000|| Cost Time: 2:53:35 || Estimated Time: 3:05:15
2023-04-14 02:30:28,174 semantic_segmentation INFO: Iters: 19360/40000 || Lr: 0.011071 || Task Loss: 0.2068 || KD Loss: 0.0000|| Cost Time: 2:53:40 || Estimated Time: 3:05:09
2023-04-14 02:30:32,864 semantic_segmentation INFO: Iters: 19370/40000 || Lr: 0.011066 || Task Loss: 0.2137 || KD Loss: 0.0000|| Cost Time: 2:53:45 || Estimated Time: 3:05:02
2023-04-14 02:30:37,643 semantic_segmentation INFO: Iters: 19380/40000 || Lr: 0.011062 || Task Loss: 0.2737 || KD Loss: 0.0000|| Cost Time: 2:53:49 || Estimated Time: 3:04:56
2023-04-14 02:30:42,397 semantic_segmentation INFO: Iters: 19390/40000 || Lr: 0.011057 || Task Loss: 0.3410 || KD Loss: 0.0000|| Cost Time: 2:53:54 || Estimated Time: 3:04:50
2023-04-14 02:30:47,196 semantic_segmentation INFO: Iters: 19400/40000 || Lr: 0.011052 || Task Loss: 0.2306 || KD Loss: 0.0000|| Cost Time: 2:53:59 || Estimated Time: 3:04:44
2023-04-14 02:30:51,985 semantic_segmentation INFO: Iters: 19410/40000 || Lr: 0.011047 || Task Loss: 0.2634 || KD Loss: 0.0000|| Cost Time: 2:54:04 || Estimated Time: 3:04:38
2023-04-14 02:30:56,734 semantic_segmentation INFO: Iters: 19420/40000 || Lr: 0.011043 || Task Loss: 0.2806 || KD Loss: 0.0000|| Cost Time: 2:54:09 || Estimated Time: 3:04:32
2023-04-14 02:31:01,442 semantic_segmentation INFO: Iters: 19430/40000 || Lr: 0.011038 || Task Loss: 0.2255 || KD Loss: 0.0000|| Cost Time: 2:54:13 || Estimated Time: 3:04:26
2023-04-14 02:31:06,174 semantic_segmentation INFO: Iters: 19440/40000 || Lr: 0.011033 || Task Loss: 0.3477 || KD Loss: 0.0000|| Cost Time: 2:54:18 || Estimated Time: 3:04:20
2023-04-14 02:31:10,950 semantic_segmentation INFO: Iters: 19450/40000 || Lr: 0.011028 || Task Loss: 0.2010 || KD Loss: 0.0000|| Cost Time: 2:54:23 || Estimated Time: 3:04:14
2023-04-14 02:31:15,635 semantic_segmentation INFO: Iters: 19460/40000 || Lr: 0.011023 || Task Loss: 0.2479 || KD Loss: 0.0000|| Cost Time: 2:54:27 || Estimated Time: 3:04:08
2023-04-14 02:31:20,435 semantic_segmentation INFO: Iters: 19470/40000 || Lr: 0.011019 || Task Loss: 0.3080 || KD Loss: 0.0000|| Cost Time: 2:54:32 || Estimated Time: 3:04:02
2023-04-14 02:31:25,222 semantic_segmentation INFO: Iters: 19480/40000 || Lr: 0.011014 || Task Loss: 0.2417 || KD Loss: 0.0000|| Cost Time: 2:54:37 || Estimated Time: 3:03:56
2023-04-14 02:31:30,003 semantic_segmentation INFO: Iters: 19490/40000 || Lr: 0.011009 || Task Loss: 0.4126 || KD Loss: 0.0000|| Cost Time: 2:54:42 || Estimated Time: 3:03:50
2023-04-14 02:31:34,736 semantic_segmentation INFO: Iters: 19500/40000 || Lr: 0.011004 || Task Loss: 0.3129 || KD Loss: 0.0000|| Cost Time: 2:54:47 || Estimated Time: 3:03:44
2023-04-14 02:31:39,510 semantic_segmentation INFO: Iters: 19510/40000 || Lr: 0.010999 || Task Loss: 0.2375 || KD Loss: 0.0000|| Cost Time: 2:54:51 || Estimated Time: 3:03:38
2023-04-14 02:31:44,275 semantic_segmentation INFO: Iters: 19520/40000 || Lr: 0.010995 || Task Loss: 0.2049 || KD Loss: 0.0000|| Cost Time: 2:54:56 || Estimated Time: 3:03:32
2023-04-14 02:31:48,999 semantic_segmentation INFO: Iters: 19530/40000 || Lr: 0.010990 || Task Loss: 0.2345 || KD Loss: 0.0000|| Cost Time: 2:55:01 || Estimated Time: 3:03:26
2023-04-14 02:31:53,804 semantic_segmentation INFO: Iters: 19540/40000 || Lr: 0.010985 || Task Loss: 0.1921 || KD Loss: 0.0000|| Cost Time: 2:55:06 || Estimated Time: 3:03:20
2023-04-14 02:31:58,549 semantic_segmentation INFO: Iters: 19550/40000 || Lr: 0.010980 || Task Loss: 0.2231 || KD Loss: 0.0000|| Cost Time: 2:55:10 || Estimated Time: 3:03:14
2023-04-14 02:32:03,381 semantic_segmentation INFO: Iters: 19560/40000 || Lr: 0.010976 || Task Loss: 0.2130 || KD Loss: 0.0000|| Cost Time: 2:55:15 || Estimated Time: 3:03:08
2023-04-14 02:32:08,157 semantic_segmentation INFO: Iters: 19570/40000 || Lr: 0.010971 || Task Loss: 0.2179 || KD Loss: 0.0000|| Cost Time: 2:55:20 || Estimated Time: 3:03:02
2023-04-14 02:32:12,888 semantic_segmentation INFO: Iters: 19580/40000 || Lr: 0.010966 || Task Loss: 0.2701 || KD Loss: 0.0000|| Cost Time: 2:55:25 || Estimated Time: 3:02:56
2023-04-14 02:32:17,670 semantic_segmentation INFO: Iters: 19590/40000 || Lr: 0.010961 || Task Loss: 0.3128 || KD Loss: 0.0000|| Cost Time: 2:55:29 || Estimated Time: 3:02:50
2023-04-14 02:32:22,427 semantic_segmentation INFO: Iters: 19600/40000 || Lr: 0.010956 || Task Loss: 0.4226 || KD Loss: 0.0000|| Cost Time: 2:55:34 || Estimated Time: 3:02:44
2023-04-14 02:32:22,740 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:32:25,690 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.951, mIoU: 0.382
2023-04-14 02:32:25,787 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.483
2023-04-14 02:32:25,887 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.497
2023-04-14 02:32:25,982 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.513
2023-04-14 02:32:26,072 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.503
2023-04-14 02:32:26,146 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.506
2023-04-14 02:32:26,218 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.527
2023-04-14 02:32:26,295 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.542
2023-04-14 02:32:26,371 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.550
2023-04-14 02:32:26,446 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.596
2023-04-14 02:32:26,517 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.602
2023-04-14 02:32:26,591 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.616
2023-04-14 02:32:26,664 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.627
2023-04-14 02:32:26,735 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.628
2023-04-14 02:32:26,824 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.628
2023-04-14 02:32:26,898 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.621
2023-04-14 02:32:26,973 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.622
2023-04-14 02:32:27,043 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.624
2023-04-14 02:32:27,116 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.629
2023-04-14 02:32:27,189 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.635
2023-04-14 02:32:27,268 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.637
2023-04-14 02:32:27,348 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.653
2023-04-14 02:32:27,428 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.651
2023-04-14 02:32:27,505 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.659
2023-04-14 02:32:27,583 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.669
2023-04-14 02:32:27,653 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.670
2023-04-14 02:32:27,725 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.662
2023-04-14 02:32:27,796 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.657
2023-04-14 02:32:27,867 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.658
2023-04-14 02:32:27,938 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.661
2023-04-14 02:32:28,010 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.660
2023-04-14 02:32:28,084 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.662
2023-04-14 02:32:28,161 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.664
2023-04-14 02:32:28,236 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.663
2023-04-14 02:32:28,309 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.666
2023-04-14 02:32:28,385 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.666
2023-04-14 02:32:28,459 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.662
2023-04-14 02:32:28,533 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.660
2023-04-14 02:32:28,602 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.661
2023-04-14 02:32:28,673 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.661
2023-04-14 02:32:28,743 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.661
2023-04-14 02:32:28,812 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.661
2023-04-14 02:32:28,884 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.662
2023-04-14 02:32:28,954 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.661
2023-04-14 02:32:29,028 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.659
2023-04-14 02:32:29,107 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.659
2023-04-14 02:32:29,188 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.658
2023-04-14 02:32:29,265 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.657
2023-04-14 02:32:29,339 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.661
2023-04-14 02:32:29,413 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.663
2023-04-14 02:32:29,491 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.663
2023-04-14 02:32:29,567 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.669
2023-04-14 02:32:29,642 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.669
2023-04-14 02:32:29,716 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.671
2023-04-14 02:32:29,791 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.668
2023-04-14 02:32:29,871 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-14 02:32:29,944 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-14 02:32:30,019 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.677
2023-04-14 02:32:30,095 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-14 02:32:30,168 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-14 02:32:30,240 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-14 02:32:30,314 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.684
2023-04-14 02:32:30,393 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 02:32:30,465 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 02:32:30,545 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-14 02:32:30,619 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.686
2023-04-14 02:32:30,695 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-14 02:32:30,771 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-14 02:32:30,845 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-14 02:32:30,918 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-14 02:32:30,989 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-14 02:32:31,065 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:31,134 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-14 02:32:31,208 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-14 02:32:31,281 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.679
2023-04-14 02:32:31,355 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-14 02:32:31,426 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-14 02:32:31,501 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-14 02:32:31,575 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-14 02:32:31,652 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:31,726 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 02:32:31,799 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-14 02:32:31,871 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.682
2023-04-14 02:32:31,939 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:32,011 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-14 02:32:32,088 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-14 02:32:32,160 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-14 02:32:32,230 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-14 02:32:32,302 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-14 02:32:32,381 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.677
2023-04-14 02:32:32,454 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.678
2023-04-14 02:32:32,528 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 02:32:32,604 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 02:32:32,678 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 02:32:32,753 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 02:32:32,824 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 02:32:32,899 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:32,973 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:33,044 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:33,116 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-14 02:32:33,188 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 02:32:33,260 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.683
2023-04-14 02:32:33,333 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:32:33,413 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:32:33,490 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:32:33,567 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:32:33,645 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 02:32:33,724 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 02:32:33,799 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-14 02:32:33,871 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-14 02:32:33,944 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-14 02:32:34,025 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 02:32:34,103 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 02:32:34,179 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 02:32:34,251 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.680
2023-04-14 02:32:34,324 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.680
2023-04-14 02:32:34,399 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 02:32:34,470 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-14 02:32:34,542 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 02:32:34,613 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 02:32:34,686 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 02:32:34,756 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:32:34,827 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 02:32:34,899 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 02:32:34,973 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-14 02:32:35,055 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-14 02:32:35,135 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-14 02:32:35,213 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-14 02:32:35,288 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-14 02:32:35,362 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-14 02:32:35,437 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.692
2023-04-14 02:32:35,509 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:35,583 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 02:32:35,665 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 02:32:35,744 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 02:32:35,818 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 02:32:35,892 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-14 02:32:35,967 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 02:32:36,037 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:36,108 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-14 02:32:36,176 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-14 02:32:36,245 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-14 02:32:36,315 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-14 02:32:36,383 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-14 02:32:36,452 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:36,523 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.694
2023-04-14 02:32:36,592 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-14 02:32:36,664 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-14 02:32:36,736 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-14 02:32:36,811 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:36,893 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:36,975 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:37,053 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 02:32:37,131 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 02:32:37,211 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 02:32:37,285 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:37,359 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:37,432 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:37,507 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.937, mIoU: 0.692
2023-04-14 02:32:37,582 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 02:32:37,657 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-14 02:32:37,728 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-14 02:32:37,805 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-14 02:32:37,881 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-14 02:32:37,952 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-14 02:32:38,029 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-14 02:32:38,100 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-14 02:32:38,171 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-14 02:32:38,246 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-14 02:32:38,324 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-14 02:32:38,402 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:32:38,478 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:32:38,552 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:38,628 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:38,700 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:38,773 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:38,843 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-14 02:32:38,911 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:38,981 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-14 02:32:39,057 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-14 02:32:39,128 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:39,201 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:39,278 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:39,360 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:39,439 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:39,517 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:39,591 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-14 02:32:39,665 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-14 02:32:39,736 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:39,809 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:39,882 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-14 02:32:39,963 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-14 02:32:40,042 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-14 02:32:40,121 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-14 02:32:40,196 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.938, mIoU: 0.687
2023-04-14 02:32:40,267 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:40,339 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:40,409 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-14 02:32:40,480 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-14 02:32:40,553 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-14 02:32:40,625 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 02:32:40,696 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 02:32:40,771 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-14 02:32:40,843 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-14 02:32:40,917 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-14 02:32:40,994 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-14 02:32:41,071 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-14 02:32:41,146 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-14 02:32:41,220 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.939, mIoU: 0.685
2023-04-14 02:32:41,294 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-14 02:32:41,368 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-14 02:32:41,441 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:32:41,513 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 02:32:41,587 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-14 02:32:41,664 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-14 02:32:41,739 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-14 02:32:41,816 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:41,895 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:41,972 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 02:32:42,043 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:42,114 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:42,184 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:42,252 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:42,319 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:42,385 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:42,450 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:42,516 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:42,580 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:42,643 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:42,706 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:42,770 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:42,834 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:42,901 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:42,970 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:43,056 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:43,130 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.939, mIoU: 0.681
2023-04-14 02:32:43,198 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:43,266 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:43,334 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:43,401 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:43,467 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:43,533 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:43,596 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-14 02:32:43,661 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:43,725 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:43,792 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 02:32:43,861 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 02:32:43,928 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.939, mIoU: 0.680
2023-04-14 02:32:43,999 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-14 02:32:44,070 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-14 02:32:44,681 semantic_segmentation INFO: Overall validation pixAcc: 94.259, mIoU: 67.726
2023-04-14 02:32:49,572 semantic_segmentation INFO: Iters: 19610/40000 || Lr: 0.010952 || Task Loss: 0.3983 || KD Loss: 0.0000|| Cost Time: 2:56:01 || Estimated Time: 3:03:01
2023-04-14 02:32:54,313 semantic_segmentation INFO: Iters: 19620/40000 || Lr: 0.010947 || Task Loss: 0.3293 || KD Loss: 0.0000|| Cost Time: 2:56:06 || Estimated Time: 3:02:55
2023-04-14 02:32:59,037 semantic_segmentation INFO: Iters: 19630/40000 || Lr: 0.010942 || Task Loss: 0.2660 || KD Loss: 0.0000|| Cost Time: 2:56:11 || Estimated Time: 3:02:49
2023-04-14 02:33:03,749 semantic_segmentation INFO: Iters: 19640/40000 || Lr: 0.010937 || Task Loss: 0.3716 || KD Loss: 0.0000|| Cost Time: 2:56:16 || Estimated Time: 3:02:43
2023-04-14 02:33:08,522 semantic_segmentation INFO: Iters: 19650/40000 || Lr: 0.010932 || Task Loss: 0.2770 || KD Loss: 0.0000|| Cost Time: 2:56:20 || Estimated Time: 3:02:37
2023-04-14 02:33:13,250 semantic_segmentation INFO: Iters: 19660/40000 || Lr: 0.010928 || Task Loss: 0.3088 || KD Loss: 0.0000|| Cost Time: 2:56:25 || Estimated Time: 3:02:31
2023-04-14 02:33:18,028 semantic_segmentation INFO: Iters: 19670/40000 || Lr: 0.010923 || Task Loss: 0.3489 || KD Loss: 0.0000|| Cost Time: 2:56:30 || Estimated Time: 3:02:25
2023-04-14 02:33:22,727 semantic_segmentation INFO: Iters: 19680/40000 || Lr: 0.010918 || Task Loss: 0.3612 || KD Loss: 0.0000|| Cost Time: 2:56:35 || Estimated Time: 3:02:19
2023-04-14 02:33:27,409 semantic_segmentation INFO: Iters: 19690/40000 || Lr: 0.010913 || Task Loss: 0.2840 || KD Loss: 0.0000|| Cost Time: 2:56:39 || Estimated Time: 3:02:13
2023-04-14 02:33:32,148 semantic_segmentation INFO: Iters: 19700/40000 || Lr: 0.010908 || Task Loss: 0.1979 || KD Loss: 0.0000|| Cost Time: 2:56:44 || Estimated Time: 3:02:07
2023-04-14 02:33:36,887 semantic_segmentation INFO: Iters: 19710/40000 || Lr: 0.010904 || Task Loss: 0.4510 || KD Loss: 0.0000|| Cost Time: 2:56:49 || Estimated Time: 3:02:01
2023-04-14 02:33:41,646 semantic_segmentation INFO: Iters: 19720/40000 || Lr: 0.010899 || Task Loss: 0.3692 || KD Loss: 0.0000|| Cost Time: 2:56:53 || Estimated Time: 3:01:55
2023-04-14 02:33:46,417 semantic_segmentation INFO: Iters: 19730/40000 || Lr: 0.010894 || Task Loss: 0.2992 || KD Loss: 0.0000|| Cost Time: 2:56:58 || Estimated Time: 3:01:49
2023-04-14 02:33:51,211 semantic_segmentation INFO: Iters: 19740/40000 || Lr: 0.010889 || Task Loss: 0.2380 || KD Loss: 0.0000|| Cost Time: 2:57:03 || Estimated Time: 3:01:43
2023-04-14 02:33:55,974 semantic_segmentation INFO: Iters: 19750/40000 || Lr: 0.010885 || Task Loss: 0.3496 || KD Loss: 0.0000|| Cost Time: 2:57:08 || Estimated Time: 3:01:37
2023-04-14 02:34:00,691 semantic_segmentation INFO: Iters: 19760/40000 || Lr: 0.010880 || Task Loss: 0.3920 || KD Loss: 0.0000|| Cost Time: 2:57:12 || Estimated Time: 3:01:30
2023-04-14 02:34:05,486 semantic_segmentation INFO: Iters: 19770/40000 || Lr: 0.010875 || Task Loss: 0.4042 || KD Loss: 0.0000|| Cost Time: 2:57:17 || Estimated Time: 3:01:24
2023-04-14 02:34:10,225 semantic_segmentation INFO: Iters: 19780/40000 || Lr: 0.010870 || Task Loss: 0.3313 || KD Loss: 0.0000|| Cost Time: 2:57:22 || Estimated Time: 3:01:18
2023-04-14 02:34:15,023 semantic_segmentation INFO: Iters: 19790/40000 || Lr: 0.010865 || Task Loss: 0.2799 || KD Loss: 0.0000|| Cost Time: 2:57:27 || Estimated Time: 3:01:12
2023-04-14 02:34:19,783 semantic_segmentation INFO: Iters: 19800/40000 || Lr: 0.010861 || Task Loss: 0.2711 || KD Loss: 0.0000|| Cost Time: 2:57:32 || Estimated Time: 3:01:06
2023-04-14 02:34:24,509 semantic_segmentation INFO: Iters: 19810/40000 || Lr: 0.010856 || Task Loss: 0.5414 || KD Loss: 0.0000|| Cost Time: 2:57:36 || Estimated Time: 3:01:00
2023-04-14 02:34:29,245 semantic_segmentation INFO: Iters: 19820/40000 || Lr: 0.010851 || Task Loss: 0.2966 || KD Loss: 0.0000|| Cost Time: 2:57:41 || Estimated Time: 3:00:54
2023-04-14 02:34:33,937 semantic_segmentation INFO: Iters: 19830/40000 || Lr: 0.010846 || Task Loss: 0.1859 || KD Loss: 0.0000|| Cost Time: 2:57:46 || Estimated Time: 3:00:48
2023-04-14 02:34:38,698 semantic_segmentation INFO: Iters: 19840/40000 || Lr: 0.010841 || Task Loss: 0.2519 || KD Loss: 0.0000|| Cost Time: 2:57:50 || Estimated Time: 3:00:42
2023-04-14 02:34:43,448 semantic_segmentation INFO: Iters: 19850/40000 || Lr: 0.010837 || Task Loss: 0.3741 || KD Loss: 0.0000|| Cost Time: 2:57:55 || Estimated Time: 3:00:36
2023-04-14 02:34:48,210 semantic_segmentation INFO: Iters: 19860/40000 || Lr: 0.010832 || Task Loss: 0.2395 || KD Loss: 0.0000|| Cost Time: 2:58:00 || Estimated Time: 3:00:30
2023-04-14 02:34:53,018 semantic_segmentation INFO: Iters: 19870/40000 || Lr: 0.010827 || Task Loss: 0.2696 || KD Loss: 0.0000|| Cost Time: 2:58:05 || Estimated Time: 3:00:24
2023-04-14 02:34:57,771 semantic_segmentation INFO: Iters: 19880/40000 || Lr: 0.010822 || Task Loss: 0.2966 || KD Loss: 0.0000|| Cost Time: 2:58:10 || Estimated Time: 3:00:18
2023-04-14 02:35:02,526 semantic_segmentation INFO: Iters: 19890/40000 || Lr: 0.010817 || Task Loss: 0.4207 || KD Loss: 0.0000|| Cost Time: 2:58:14 || Estimated Time: 3:00:12
2023-04-14 02:35:07,320 semantic_segmentation INFO: Iters: 19900/40000 || Lr: 0.010813 || Task Loss: 0.3057 || KD Loss: 0.0000|| Cost Time: 2:58:19 || Estimated Time: 3:00:06
2023-04-14 02:35:12,056 semantic_segmentation INFO: Iters: 19910/40000 || Lr: 0.010808 || Task Loss: 0.2840 || KD Loss: 0.0000|| Cost Time: 2:58:24 || Estimated Time: 3:00:00
2023-04-14 02:35:16,813 semantic_segmentation INFO: Iters: 19920/40000 || Lr: 0.010803 || Task Loss: 0.3642 || KD Loss: 0.0000|| Cost Time: 2:58:29 || Estimated Time: 2:59:54
2023-04-14 02:35:21,571 semantic_segmentation INFO: Iters: 19930/40000 || Lr: 0.010798 || Task Loss: 0.2818 || KD Loss: 0.0000|| Cost Time: 2:58:33 || Estimated Time: 2:59:48
2023-04-14 02:35:26,371 semantic_segmentation INFO: Iters: 19940/40000 || Lr: 0.010793 || Task Loss: 0.2420 || KD Loss: 0.0000|| Cost Time: 2:58:38 || Estimated Time: 2:59:42
2023-04-14 02:35:31,144 semantic_segmentation INFO: Iters: 19950/40000 || Lr: 0.010789 || Task Loss: 0.5305 || KD Loss: 0.0000|| Cost Time: 2:58:43 || Estimated Time: 2:59:36
2023-04-14 02:35:35,929 semantic_segmentation INFO: Iters: 19960/40000 || Lr: 0.010784 || Task Loss: 0.4106 || KD Loss: 0.0000|| Cost Time: 2:58:48 || Estimated Time: 2:59:30
2023-04-14 02:35:40,686 semantic_segmentation INFO: Iters: 19970/40000 || Lr: 0.010779 || Task Loss: 0.2360 || KD Loss: 0.0000|| Cost Time: 2:58:52 || Estimated Time: 2:59:24
2023-04-14 02:35:45,482 semantic_segmentation INFO: Iters: 19980/40000 || Lr: 0.010774 || Task Loss: 0.2195 || KD Loss: 0.0000|| Cost Time: 2:58:57 || Estimated Time: 2:59:18
2023-04-14 02:35:50,250 semantic_segmentation INFO: Iters: 19990/40000 || Lr: 0.010769 || Task Loss: 0.2146 || KD Loss: 0.0000|| Cost Time: 2:59:02 || Estimated Time: 2:59:12
2023-04-14 02:35:54,978 semantic_segmentation INFO: Iters: 20000/40000 || Lr: 0.010765 || Task Loss: 0.2325 || KD Loss: 0.0000|| Cost Time: 2:59:07 || Estimated Time: 2:59:06
2023-04-14 02:35:55,296 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:35:57,728 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.937, mIoU: 0.368
2023-04-14 02:35:57,895 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.488
2023-04-14 02:35:58,015 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.501
2023-04-14 02:35:58,248 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.517
2023-04-14 02:35:58,329 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.503
2023-04-14 02:35:58,412 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.504
2023-04-14 02:35:58,489 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.517
2023-04-14 02:35:58,568 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.531
2023-04-14 02:35:58,640 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.531
2023-04-14 02:35:58,712 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.558
2023-04-14 02:35:58,785 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.565
2023-04-14 02:35:58,856 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.589
2023-04-14 02:35:58,934 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.602
2023-04-14 02:35:59,007 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.599
2023-04-14 02:35:59,084 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.599
2023-04-14 02:35:59,158 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.591
2023-04-14 02:35:59,229 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.592
2023-04-14 02:35:59,300 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.591
2023-04-14 02:35:59,370 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.600
2023-04-14 02:35:59,441 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.606
2023-04-14 02:35:59,515 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.610
2023-04-14 02:35:59,593 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.617
2023-04-14 02:35:59,673 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.618
2023-04-14 02:35:59,754 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.625
2023-04-14 02:35:59,827 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.633
2023-04-14 02:35:59,902 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.638
2023-04-14 02:35:59,977 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.636
2023-04-14 02:36:00,054 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.632
2023-04-14 02:36:00,127 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.634
2023-04-14 02:36:00,200 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-14 02:36:00,272 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.651
2023-04-14 02:36:00,346 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-14 02:36:00,423 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.651
2023-04-14 02:36:00,496 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.647
2023-04-14 02:36:00,573 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.649
2023-04-14 02:36:00,648 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.649
2023-04-14 02:36:00,722 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.645
2023-04-14 02:36:00,795 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.645
2023-04-14 02:36:00,867 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.642
2023-04-14 02:36:00,943 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.642
2023-04-14 02:36:01,014 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.642
2023-04-14 02:36:01,095 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.642
2023-04-14 02:36:01,173 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.643
2023-04-14 02:36:01,246 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.642
2023-04-14 02:36:01,323 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.640
2023-04-14 02:36:01,398 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.640
2023-04-14 02:36:01,473 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.641
2023-04-14 02:36:01,546 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.640
2023-04-14 02:36:01,618 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.642
2023-04-14 02:36:01,690 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.644
2023-04-14 02:36:01,760 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.644
2023-04-14 02:36:01,831 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.652
2023-04-14 02:36:01,902 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.652
2023-04-14 02:36:01,975 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.653
2023-04-14 02:36:02,050 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.652
2023-04-14 02:36:02,129 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.658
2023-04-14 02:36:02,209 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.658
2023-04-14 02:36:02,289 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-14 02:36:02,363 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.667
2023-04-14 02:36:02,436 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-14 02:36:02,507 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-14 02:36:02,580 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.667
2023-04-14 02:36:02,654 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-14 02:36:02,727 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.669
2023-04-14 02:36:02,802 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-14 02:36:02,879 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.670
2023-04-14 02:36:02,954 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-14 02:36:03,030 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.669
2023-04-14 02:36:03,108 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-14 02:36:03,182 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-14 02:36:03,252 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-14 02:36:03,325 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 02:36:03,398 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-14 02:36:03,467 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-14 02:36:03,539 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 02:36:03,611 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 02:36:03,683 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 02:36:03,759 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-14 02:36:03,836 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 02:36:03,912 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.669
2023-04-14 02:36:03,989 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 02:36:04,065 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 02:36:04,138 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 02:36:04,208 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.669
2023-04-14 02:36:04,278 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:04,347 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:04,416 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:04,488 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:04,562 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:04,633 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:04,707 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:04,782 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-14 02:36:04,858 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-14 02:36:04,933 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-14 02:36:05,007 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-14 02:36:05,080 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.936, mIoU: 0.656
2023-04-14 02:36:05,156 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.655
2023-04-14 02:36:05,227 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.654
2023-04-14 02:36:05,302 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.656
2023-04-14 02:36:05,376 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.935, mIoU: 0.656
2023-04-14 02:36:05,447 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.655
2023-04-14 02:36:05,520 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:36:05,603 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:36:05,678 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:36:05,756 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:36:05,834 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:36:05,907 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-14 02:36:05,981 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:36:06,056 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:36:06,131 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:36:06,204 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:36:06,277 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:36:06,351 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-14 02:36:06,426 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-14 02:36:06,502 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-14 02:36:06,584 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-14 02:36:06,662 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.656
2023-04-14 02:36:06,739 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.658
2023-04-14 02:36:06,814 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:36:06,891 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:36:06,964 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:36:07,040 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-14 02:36:07,113 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:36:07,187 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-14 02:36:07,259 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.934, mIoU: 0.661
2023-04-14 02:36:07,332 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:36:07,406 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:36:07,478 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.934, mIoU: 0.664
2023-04-14 02:36:07,552 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.663
2023-04-14 02:36:07,623 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-14 02:36:07,695 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.663
2023-04-14 02:36:07,777 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-14 02:36:07,856 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.662
2023-04-14 02:36:07,927 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-14 02:36:08,001 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-14 02:36:08,071 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-14 02:36:08,146 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.662
2023-04-14 02:36:08,220 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-14 02:36:08,299 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.935, mIoU: 0.663
2023-04-14 02:36:08,377 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-14 02:36:08,450 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-14 02:36:08,526 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-14 02:36:08,602 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-14 02:36:08,678 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-14 02:36:08,753 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-14 02:36:08,829 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.666
2023-04-14 02:36:08,903 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-14 02:36:08,976 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-14 02:36:09,045 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-14 02:36:09,120 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.935, mIoU: 0.665
2023-04-14 02:36:09,191 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-14 02:36:09,259 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:09,332 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:09,407 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:09,479 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-14 02:36:09,549 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-14 02:36:09,621 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-14 02:36:09,699 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-14 02:36:09,776 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.936, mIoU: 0.666
2023-04-14 02:36:09,850 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:09,927 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:36:10,011 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:36:10,082 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:36:10,157 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:36:10,231 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:36:10,305 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:36:10,383 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:36:10,459 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:36:10,541 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:36:10,620 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.936, mIoU: 0.662
2023-04-14 02:36:10,696 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-14 02:36:10,768 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-14 02:36:10,840 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:10,910 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:10,982 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:11,055 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:11,135 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:11,213 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:11,294 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:11,371 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:11,454 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:11,530 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:11,603 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 02:36:11,679 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.937, mIoU: 0.660
2023-04-14 02:36:11,757 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:11,832 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:11,906 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:11,979 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:12,052 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:12,124 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:12,196 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 02:36:12,268 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 02:36:12,342 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-14 02:36:12,420 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-14 02:36:12,491 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-14 02:36:12,570 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 02:36:12,646 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 02:36:12,720 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:12,796 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-14 02:36:12,869 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.938, mIoU: 0.659
2023-04-14 02:36:12,943 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:13,016 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 02:36:13,089 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 02:36:13,168 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:13,242 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 02:36:13,314 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:13,387 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:13,463 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:13,546 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:13,620 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.939, mIoU: 0.659
2023-04-14 02:36:13,696 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:13,768 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:13,840 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:13,914 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:13,989 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:14,066 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:14,140 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:14,216 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.940, mIoU: 0.661
2023-04-14 02:36:14,296 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.940, mIoU: 0.661
2023-04-14 02:36:14,368 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.940, mIoU: 0.661
2023-04-14 02:36:14,436 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:14,503 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:14,571 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:14,639 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:14,705 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:14,771 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:14,836 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 02:36:14,899 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 02:36:14,963 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:15,027 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:15,091 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:15,159 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:15,232 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:15,306 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:15,376 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:15,445 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 02:36:15,513 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:15,586 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:15,653 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:15,720 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.939, mIoU: 0.660
2023-04-14 02:36:15,788 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:15,857 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:15,924 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.939, mIoU: 0.661
2023-04-14 02:36:15,993 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.940, mIoU: 0.661
2023-04-14 02:36:16,062 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.940, mIoU: 0.661
2023-04-14 02:36:16,130 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 02:36:16,196 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:16,260 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:16,327 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:16,394 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 02:36:17,294 semantic_segmentation INFO: Overall validation pixAcc: 94.547, mIoU: 66.639
2023-04-14 02:36:22,256 semantic_segmentation INFO: Iters: 20010/40000 || Lr: 0.010760 || Task Loss: 0.5706 || KD Loss: 0.0000|| Cost Time: 2:59:34 || Estimated Time: 2:59:23
2023-04-14 02:36:27,028 semantic_segmentation INFO: Iters: 20020/40000 || Lr: 0.010755 || Task Loss: 0.2847 || KD Loss: 0.0000|| Cost Time: 2:59:39 || Estimated Time: 2:59:17
2023-04-14 02:36:31,783 semantic_segmentation INFO: Iters: 20030/40000 || Lr: 0.010750 || Task Loss: 0.3101 || KD Loss: 0.0000|| Cost Time: 2:59:44 || Estimated Time: 2:59:11
2023-04-14 02:36:36,549 semantic_segmentation INFO: Iters: 20040/40000 || Lr: 0.010745 || Task Loss: 0.2871 || KD Loss: 0.0000|| Cost Time: 2:59:48 || Estimated Time: 2:59:05
2023-04-14 02:36:41,366 semantic_segmentation INFO: Iters: 20050/40000 || Lr: 0.010741 || Task Loss: 0.2885 || KD Loss: 0.0000|| Cost Time: 2:59:53 || Estimated Time: 2:58:59
2023-04-14 02:36:46,128 semantic_segmentation INFO: Iters: 20060/40000 || Lr: 0.010736 || Task Loss: 0.2655 || KD Loss: 0.0000|| Cost Time: 2:59:58 || Estimated Time: 2:58:53
2023-04-14 02:36:50,888 semantic_segmentation INFO: Iters: 20070/40000 || Lr: 0.010731 || Task Loss: 0.2292 || KD Loss: 0.0000|| Cost Time: 3:00:03 || Estimated Time: 2:58:47
2023-04-14 02:36:55,647 semantic_segmentation INFO: Iters: 20080/40000 || Lr: 0.010726 || Task Loss: 0.3371 || KD Loss: 0.0000|| Cost Time: 3:00:07 || Estimated Time: 2:58:41
2023-04-14 02:37:00,413 semantic_segmentation INFO: Iters: 20090/40000 || Lr: 0.010721 || Task Loss: 0.2750 || KD Loss: 0.0000|| Cost Time: 3:00:12 || Estimated Time: 2:58:35
2023-04-14 02:37:05,222 semantic_segmentation INFO: Iters: 20100/40000 || Lr: 0.010717 || Task Loss: 0.3617 || KD Loss: 0.0000|| Cost Time: 3:00:17 || Estimated Time: 2:58:29
2023-04-14 02:37:10,010 semantic_segmentation INFO: Iters: 20110/40000 || Lr: 0.010712 || Task Loss: 0.3425 || KD Loss: 0.0000|| Cost Time: 3:00:22 || Estimated Time: 2:58:23
2023-04-14 02:37:14,815 semantic_segmentation INFO: Iters: 20120/40000 || Lr: 0.010707 || Task Loss: 0.1954 || KD Loss: 0.0000|| Cost Time: 3:00:27 || Estimated Time: 2:58:17
2023-04-14 02:37:19,576 semantic_segmentation INFO: Iters: 20130/40000 || Lr: 0.010702 || Task Loss: 0.3507 || KD Loss: 0.0000|| Cost Time: 3:00:31 || Estimated Time: 2:58:11
2023-04-14 02:37:24,360 semantic_segmentation INFO: Iters: 20140/40000 || Lr: 0.010697 || Task Loss: 0.2512 || KD Loss: 0.0000|| Cost Time: 3:00:36 || Estimated Time: 2:58:05
2023-04-14 02:37:29,118 semantic_segmentation INFO: Iters: 20150/40000 || Lr: 0.010693 || Task Loss: 0.2695 || KD Loss: 0.0000|| Cost Time: 3:00:41 || Estimated Time: 2:57:59
2023-04-14 02:37:33,888 semantic_segmentation INFO: Iters: 20160/40000 || Lr: 0.010688 || Task Loss: 0.2206 || KD Loss: 0.0000|| Cost Time: 3:00:46 || Estimated Time: 2:57:53
2023-04-14 02:37:38,676 semantic_segmentation INFO: Iters: 20170/40000 || Lr: 0.010683 || Task Loss: 0.2578 || KD Loss: 0.0000|| Cost Time: 3:00:50 || Estimated Time: 2:57:47
2023-04-14 02:37:43,458 semantic_segmentation INFO: Iters: 20180/40000 || Lr: 0.010678 || Task Loss: 0.2154 || KD Loss: 0.0000|| Cost Time: 3:00:55 || Estimated Time: 2:57:41
2023-04-14 02:37:48,227 semantic_segmentation INFO: Iters: 20190/40000 || Lr: 0.010673 || Task Loss: 0.3799 || KD Loss: 0.0000|| Cost Time: 3:01:00 || Estimated Time: 2:57:35
2023-04-14 02:37:52,985 semantic_segmentation INFO: Iters: 20200/40000 || Lr: 0.010669 || Task Loss: 0.3353 || KD Loss: 0.0000|| Cost Time: 3:01:05 || Estimated Time: 2:57:29
2023-04-14 02:37:57,792 semantic_segmentation INFO: Iters: 20210/40000 || Lr: 0.010664 || Task Loss: 0.2589 || KD Loss: 0.0000|| Cost Time: 3:01:10 || Estimated Time: 2:57:23
2023-04-14 02:38:02,576 semantic_segmentation INFO: Iters: 20220/40000 || Lr: 0.010659 || Task Loss: 0.3736 || KD Loss: 0.0000|| Cost Time: 3:01:14 || Estimated Time: 2:57:17
2023-04-14 02:38:07,414 semantic_segmentation INFO: Iters: 20230/40000 || Lr: 0.010654 || Task Loss: 0.2534 || KD Loss: 0.0000|| Cost Time: 3:01:19 || Estimated Time: 2:57:12
2023-04-14 02:38:12,204 semantic_segmentation INFO: Iters: 20240/40000 || Lr: 0.010649 || Task Loss: 0.3106 || KD Loss: 0.0000|| Cost Time: 3:01:24 || Estimated Time: 2:57:06
2023-04-14 02:38:17,001 semantic_segmentation INFO: Iters: 20250/40000 || Lr: 0.010645 || Task Loss: 0.2814 || KD Loss: 0.0000|| Cost Time: 3:01:29 || Estimated Time: 2:57:00
2023-04-14 02:38:21,797 semantic_segmentation INFO: Iters: 20260/40000 || Lr: 0.010640 || Task Loss: 0.4849 || KD Loss: 0.0000|| Cost Time: 3:01:34 || Estimated Time: 2:56:54
2023-04-14 02:38:26,593 semantic_segmentation INFO: Iters: 20270/40000 || Lr: 0.010635 || Task Loss: 0.2540 || KD Loss: 0.0000|| Cost Time: 3:01:38 || Estimated Time: 2:56:48
2023-04-14 02:38:31,402 semantic_segmentation INFO: Iters: 20280/40000 || Lr: 0.010630 || Task Loss: 0.2756 || KD Loss: 0.0000|| Cost Time: 3:01:43 || Estimated Time: 2:56:42
2023-04-14 02:38:36,154 semantic_segmentation INFO: Iters: 20290/40000 || Lr: 0.010625 || Task Loss: 0.2589 || KD Loss: 0.0000|| Cost Time: 3:01:48 || Estimated Time: 2:56:36
2023-04-14 02:38:40,970 semantic_segmentation INFO: Iters: 20300/40000 || Lr: 0.010621 || Task Loss: 0.5028 || KD Loss: 0.0000|| Cost Time: 3:01:53 || Estimated Time: 2:56:30
2023-04-14 02:38:45,789 semantic_segmentation INFO: Iters: 20310/40000 || Lr: 0.010616 || Task Loss: 0.4496 || KD Loss: 0.0000|| Cost Time: 3:01:58 || Estimated Time: 2:56:24
2023-04-14 02:38:50,574 semantic_segmentation INFO: Iters: 20320/40000 || Lr: 0.010611 || Task Loss: 0.4297 || KD Loss: 0.0000|| Cost Time: 3:02:02 || Estimated Time: 2:56:18
2023-04-14 02:38:55,361 semantic_segmentation INFO: Iters: 20330/40000 || Lr: 0.010606 || Task Loss: 0.4854 || KD Loss: 0.0000|| Cost Time: 3:02:07 || Estimated Time: 2:56:12
2023-04-14 02:39:00,138 semantic_segmentation INFO: Iters: 20340/40000 || Lr: 0.010601 || Task Loss: 0.2837 || KD Loss: 0.0000|| Cost Time: 3:02:12 || Estimated Time: 2:56:06
2023-04-14 02:39:04,922 semantic_segmentation INFO: Iters: 20350/40000 || Lr: 0.010597 || Task Loss: 0.2588 || KD Loss: 0.0000|| Cost Time: 3:02:17 || Estimated Time: 2:56:00
2023-04-14 02:39:09,725 semantic_segmentation INFO: Iters: 20360/40000 || Lr: 0.010592 || Task Loss: 0.1922 || KD Loss: 0.0000|| Cost Time: 3:02:21 || Estimated Time: 2:55:54
2023-04-14 02:39:14,512 semantic_segmentation INFO: Iters: 20370/40000 || Lr: 0.010587 || Task Loss: 0.3342 || KD Loss: 0.0000|| Cost Time: 3:02:26 || Estimated Time: 2:55:48
2023-04-14 02:39:19,304 semantic_segmentation INFO: Iters: 20380/40000 || Lr: 0.010582 || Task Loss: 0.4132 || KD Loss: 0.0000|| Cost Time: 3:02:31 || Estimated Time: 2:55:42
2023-04-14 02:39:24,086 semantic_segmentation INFO: Iters: 20390/40000 || Lr: 0.010577 || Task Loss: 0.4447 || KD Loss: 0.0000|| Cost Time: 3:02:36 || Estimated Time: 2:55:36
2023-04-14 02:39:28,889 semantic_segmentation INFO: Iters: 20400/40000 || Lr: 0.010572 || Task Loss: 0.2879 || KD Loss: 0.0000|| Cost Time: 3:02:41 || Estimated Time: 2:55:31
2023-04-14 02:39:29,226 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:39:31,493 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.925, mIoU: 0.367
2023-04-14 02:39:31,766 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.934, mIoU: 0.457
2023-04-14 02:39:31,920 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.941, mIoU: 0.466
2023-04-14 02:39:32,197 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.944, mIoU: 0.491
2023-04-14 02:39:32,299 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.484
2023-04-14 02:39:32,404 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.492
2023-04-14 02:39:32,501 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.952, mIoU: 0.482
2023-04-14 02:39:32,579 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.520
2023-04-14 02:39:32,658 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.562
2023-04-14 02:39:32,737 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.589
2023-04-14 02:39:32,812 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.587
2023-04-14 02:39:32,886 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.591
2023-04-14 02:39:32,964 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.938, mIoU: 0.594
2023-04-14 02:39:33,039 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.578
2023-04-14 02:39:33,116 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.936, mIoU: 0.585
2023-04-14 02:39:33,189 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.577
2023-04-14 02:39:33,264 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.933, mIoU: 0.579
2023-04-14 02:39:33,347 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.933, mIoU: 0.579
2023-04-14 02:39:33,422 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.932, mIoU: 0.584
2023-04-14 02:39:33,500 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.593
2023-04-14 02:39:33,575 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.591
2023-04-14 02:39:33,648 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.551
2023-04-14 02:39:33,723 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.553
2023-04-14 02:39:33,796 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.566
2023-04-14 02:39:33,867 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.584
2023-04-14 02:39:33,939 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.587
2023-04-14 02:39:34,019 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.582
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2023-04-14 02:39:34,171 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.918, mIoU: 0.573
2023-04-14 02:39:34,244 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.570
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2023-04-14 02:39:34,470 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.920, mIoU: 0.572
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2023-04-14 02:39:34,617 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.921, mIoU: 0.575
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2023-04-14 02:39:34,900 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.562
2023-04-14 02:39:34,974 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.920, mIoU: 0.562
2023-04-14 02:39:35,055 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.566
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2023-04-14 02:39:36,048 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.572
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2023-04-14 02:39:38,922 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.918, mIoU: 0.571
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2023-04-14 02:39:41,476 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.576
2023-04-14 02:39:41,550 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.916, mIoU: 0.577
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2023-04-14 02:39:41,932 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.918, mIoU: 0.577
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2023-04-14 02:39:48,726 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.922, mIoU: 0.573
2023-04-14 02:39:48,796 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.923, mIoU: 0.573
2023-04-14 02:39:48,865 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.923, mIoU: 0.573
2023-04-14 02:39:48,932 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.923, mIoU: 0.573
2023-04-14 02:39:48,998 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.923, mIoU: 0.573
2023-04-14 02:39:49,063 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.923, mIoU: 0.573
2023-04-14 02:39:49,127 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.922, mIoU: 0.576
2023-04-14 02:39:49,191 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:49,255 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.922, mIoU: 0.574
2023-04-14 02:39:49,317 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:49,381 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:49,446 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:49,511 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:49,580 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:49,651 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:49,723 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:49,793 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.922, mIoU: 0.574
2023-04-14 02:39:49,862 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.922, mIoU: 0.574
2023-04-14 02:39:49,931 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.922, mIoU: 0.574
2023-04-14 02:39:50,001 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.922, mIoU: 0.574
2023-04-14 02:39:50,069 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:50,139 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:50,209 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.922, mIoU: 0.575
2023-04-14 02:39:50,277 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.922, mIoU: 0.577
2023-04-14 02:39:50,346 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.922, mIoU: 0.576
2023-04-14 02:39:50,411 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.922, mIoU: 0.576
2023-04-14 02:39:50,479 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.922, mIoU: 0.576
2023-04-14 02:39:50,547 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.922, mIoU: 0.576
2023-04-14 02:39:51,407 semantic_segmentation INFO: Overall validation pixAcc: 92.789, mIoU: 58.648
2023-04-14 02:39:56,443 semantic_segmentation INFO: Iters: 20410/40000 || Lr: 0.010568 || Task Loss: 0.4624 || KD Loss: 0.0000|| Cost Time: 3:03:08 || Estimated Time: 2:55:46
2023-04-14 02:40:01,216 semantic_segmentation INFO: Iters: 20420/40000 || Lr: 0.010563 || Task Loss: 0.4307 || KD Loss: 0.0000|| Cost Time: 3:03:13 || Estimated Time: 2:55:40
2023-04-14 02:40:06,051 semantic_segmentation INFO: Iters: 20430/40000 || Lr: 0.010558 || Task Loss: 0.4658 || KD Loss: 0.0000|| Cost Time: 3:03:18 || Estimated Time: 2:55:35
2023-04-14 02:40:10,774 semantic_segmentation INFO: Iters: 20440/40000 || Lr: 0.010553 || Task Loss: 0.4817 || KD Loss: 0.0000|| Cost Time: 3:03:23 || Estimated Time: 2:55:29
2023-04-14 02:40:15,563 semantic_segmentation INFO: Iters: 20450/40000 || Lr: 0.010548 || Task Loss: 0.3211 || KD Loss: 0.0000|| Cost Time: 3:03:27 || Estimated Time: 2:55:23
2023-04-14 02:40:20,364 semantic_segmentation INFO: Iters: 20460/40000 || Lr: 0.010544 || Task Loss: 0.3597 || KD Loss: 0.0000|| Cost Time: 3:03:32 || Estimated Time: 2:55:17
2023-04-14 02:40:25,117 semantic_segmentation INFO: Iters: 20470/40000 || Lr: 0.010539 || Task Loss: 0.3669 || KD Loss: 0.0000|| Cost Time: 3:03:37 || Estimated Time: 2:55:11
2023-04-14 02:40:29,883 semantic_segmentation INFO: Iters: 20480/40000 || Lr: 0.010534 || Task Loss: 0.2279 || KD Loss: 0.0000|| Cost Time: 3:03:42 || Estimated Time: 2:55:05
2023-04-14 02:40:34,664 semantic_segmentation INFO: Iters: 20490/40000 || Lr: 0.010529 || Task Loss: 0.1942 || KD Loss: 0.0000|| Cost Time: 3:03:46 || Estimated Time: 2:54:59
2023-04-14 02:40:39,442 semantic_segmentation INFO: Iters: 20500/40000 || Lr: 0.010524 || Task Loss: 0.5180 || KD Loss: 0.0000|| Cost Time: 3:03:51 || Estimated Time: 2:54:53
2023-04-14 02:40:44,275 semantic_segmentation INFO: Iters: 20510/40000 || Lr: 0.010520 || Task Loss: 0.3109 || KD Loss: 0.0000|| Cost Time: 3:03:56 || Estimated Time: 2:54:47
2023-04-14 02:40:49,008 semantic_segmentation INFO: Iters: 20520/40000 || Lr: 0.010515 || Task Loss: 0.3775 || KD Loss: 0.0000|| Cost Time: 3:04:01 || Estimated Time: 2:54:41
2023-04-14 02:40:53,790 semantic_segmentation INFO: Iters: 20530/40000 || Lr: 0.010510 || Task Loss: 0.4252 || KD Loss: 0.0000|| Cost Time: 3:04:06 || Estimated Time: 2:54:35
2023-04-14 02:40:58,567 semantic_segmentation INFO: Iters: 20540/40000 || Lr: 0.010505 || Task Loss: 0.2344 || KD Loss: 0.0000|| Cost Time: 3:04:10 || Estimated Time: 2:54:29
2023-04-14 02:41:03,350 semantic_segmentation INFO: Iters: 20550/40000 || Lr: 0.010500 || Task Loss: 0.4392 || KD Loss: 0.0000|| Cost Time: 3:04:15 || Estimated Time: 2:54:23
2023-04-14 02:41:08,120 semantic_segmentation INFO: Iters: 20560/40000 || Lr: 0.010496 || Task Loss: 0.3413 || KD Loss: 0.0000|| Cost Time: 3:04:20 || Estimated Time: 2:54:17
2023-04-14 02:41:12,903 semantic_segmentation INFO: Iters: 20570/40000 || Lr: 0.010491 || Task Loss: 0.4480 || KD Loss: 0.0000|| Cost Time: 3:04:25 || Estimated Time: 2:54:11
2023-04-14 02:41:17,692 semantic_segmentation INFO: Iters: 20580/40000 || Lr: 0.010486 || Task Loss: 0.3371 || KD Loss: 0.0000|| Cost Time: 3:04:29 || Estimated Time: 2:54:05
2023-04-14 02:41:22,485 semantic_segmentation INFO: Iters: 20590/40000 || Lr: 0.010481 || Task Loss: 0.2867 || KD Loss: 0.0000|| Cost Time: 3:04:34 || Estimated Time: 2:53:59
2023-04-14 02:41:27,338 semantic_segmentation INFO: Iters: 20600/40000 || Lr: 0.010476 || Task Loss: 0.4761 || KD Loss: 0.0000|| Cost Time: 3:04:39 || Estimated Time: 2:53:53
2023-04-14 02:41:32,087 semantic_segmentation INFO: Iters: 20610/40000 || Lr: 0.010471 || Task Loss: 0.3553 || KD Loss: 0.0000|| Cost Time: 3:04:44 || Estimated Time: 2:53:47
2023-04-14 02:41:36,879 semantic_segmentation INFO: Iters: 20620/40000 || Lr: 0.010467 || Task Loss: 0.2571 || KD Loss: 0.0000|| Cost Time: 3:04:49 || Estimated Time: 2:53:42
2023-04-14 02:41:41,658 semantic_segmentation INFO: Iters: 20630/40000 || Lr: 0.010462 || Task Loss: 0.3802 || KD Loss: 0.0000|| Cost Time: 3:04:53 || Estimated Time: 2:53:36
2023-04-14 02:41:46,491 semantic_segmentation INFO: Iters: 20640/40000 || Lr: 0.010457 || Task Loss: 0.3759 || KD Loss: 0.0000|| Cost Time: 3:04:58 || Estimated Time: 2:53:30
2023-04-14 02:41:51,280 semantic_segmentation INFO: Iters: 20650/40000 || Lr: 0.010452 || Task Loss: 0.3353 || KD Loss: 0.0000|| Cost Time: 3:05:03 || Estimated Time: 2:53:24
2023-04-14 02:41:56,046 semantic_segmentation INFO: Iters: 20660/40000 || Lr: 0.010447 || Task Loss: 0.3204 || KD Loss: 0.0000|| Cost Time: 3:05:08 || Estimated Time: 2:53:18
2023-04-14 02:42:00,827 semantic_segmentation INFO: Iters: 20670/40000 || Lr: 0.010443 || Task Loss: 0.3783 || KD Loss: 0.0000|| Cost Time: 3:05:13 || Estimated Time: 2:53:12
2023-04-14 02:42:05,604 semantic_segmentation INFO: Iters: 20680/40000 || Lr: 0.010438 || Task Loss: 0.3422 || KD Loss: 0.0000|| Cost Time: 3:05:17 || Estimated Time: 2:53:06
2023-04-14 02:42:10,384 semantic_segmentation INFO: Iters: 20690/40000 || Lr: 0.010433 || Task Loss: 0.3607 || KD Loss: 0.0000|| Cost Time: 3:05:22 || Estimated Time: 2:53:00
2023-04-14 02:42:15,087 semantic_segmentation INFO: Iters: 20700/40000 || Lr: 0.010428 || Task Loss: 0.3564 || KD Loss: 0.0000|| Cost Time: 3:05:27 || Estimated Time: 2:52:54
2023-04-14 02:42:19,876 semantic_segmentation INFO: Iters: 20710/40000 || Lr: 0.010423 || Task Loss: 0.3154 || KD Loss: 0.0000|| Cost Time: 3:05:32 || Estimated Time: 2:52:48
2023-04-14 02:42:24,701 semantic_segmentation INFO: Iters: 20720/40000 || Lr: 0.010418 || Task Loss: 0.2171 || KD Loss: 0.0000|| Cost Time: 3:05:36 || Estimated Time: 2:52:42
2023-04-14 02:42:29,436 semantic_segmentation INFO: Iters: 20730/40000 || Lr: 0.010414 || Task Loss: 0.4867 || KD Loss: 0.0000|| Cost Time: 3:05:41 || Estimated Time: 2:52:36
2023-04-14 02:42:34,260 semantic_segmentation INFO: Iters: 20740/40000 || Lr: 0.010409 || Task Loss: 0.3456 || KD Loss: 0.0000|| Cost Time: 3:05:46 || Estimated Time: 2:52:30
2023-04-14 02:42:39,037 semantic_segmentation INFO: Iters: 20750/40000 || Lr: 0.010404 || Task Loss: 0.2074 || KD Loss: 0.0000|| Cost Time: 3:05:51 || Estimated Time: 2:52:24
2023-04-14 02:42:43,853 semantic_segmentation INFO: Iters: 20760/40000 || Lr: 0.010399 || Task Loss: 0.3438 || KD Loss: 0.0000|| Cost Time: 3:05:56 || Estimated Time: 2:52:19
2023-04-14 02:42:48,613 semantic_segmentation INFO: Iters: 20770/40000 || Lr: 0.010394 || Task Loss: 0.3591 || KD Loss: 0.0000|| Cost Time: 3:06:00 || Estimated Time: 2:52:13
2023-04-14 02:42:53,384 semantic_segmentation INFO: Iters: 20780/40000 || Lr: 0.010390 || Task Loss: 0.2869 || KD Loss: 0.0000|| Cost Time: 3:06:05 || Estimated Time: 2:52:07
2023-04-14 02:42:58,211 semantic_segmentation INFO: Iters: 20790/40000 || Lr: 0.010385 || Task Loss: 0.2357 || KD Loss: 0.0000|| Cost Time: 3:06:10 || Estimated Time: 2:52:01
2023-04-14 02:43:03,017 semantic_segmentation INFO: Iters: 20800/40000 || Lr: 0.010380 || Task Loss: 0.2737 || KD Loss: 0.0000|| Cost Time: 3:06:15 || Estimated Time: 2:51:55
2023-04-14 02:43:03,402 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:43:05,693 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.403
2023-04-14 02:43:05,996 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.480
2023-04-14 02:43:06,143 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.490
2023-04-14 02:43:06,287 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.517
2023-04-14 02:43:06,412 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.503
2023-04-14 02:43:06,548 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.501
2023-04-14 02:43:06,651 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.500
2023-04-14 02:43:06,749 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.543
2023-04-14 02:43:06,843 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.553
2023-04-14 02:43:06,919 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.592
2023-04-14 02:43:06,991 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.599
2023-04-14 02:43:07,065 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.598
2023-04-14 02:43:07,136 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.615
2023-04-14 02:43:07,207 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.946, mIoU: 0.606
2023-04-14 02:43:07,280 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.606
2023-04-14 02:43:07,355 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.943, mIoU: 0.602
2023-04-14 02:43:07,428 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.605
2023-04-14 02:43:07,505 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.606
2023-04-14 02:43:07,578 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.612
2023-04-14 02:43:07,656 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.619
2023-04-14 02:43:07,741 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.620
2023-04-14 02:43:07,814 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.611
2023-04-14 02:43:07,887 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.616
2023-04-14 02:43:07,957 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.625
2023-04-14 02:43:08,029 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.936, mIoU: 0.639
2023-04-14 02:43:08,104 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.639
2023-04-14 02:43:08,182 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.636
2023-04-14 02:43:08,257 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.633
2023-04-14 02:43:08,331 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.634
2023-04-14 02:43:08,408 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.645
2023-04-14 02:43:08,481 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.645
2023-04-14 02:43:08,551 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 02:43:08,622 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-14 02:43:08,696 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 02:43:08,766 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.649
2023-04-14 02:43:08,839 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.646
2023-04-14 02:43:08,911 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-14 02:43:08,981 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 02:43:09,057 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.645
2023-04-14 02:43:09,138 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.645
2023-04-14 02:43:09,218 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-14 02:43:09,294 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.645
2023-04-14 02:43:09,368 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.645
2023-04-14 02:43:09,444 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.645
2023-04-14 02:43:09,522 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.644
2023-04-14 02:43:09,595 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.644
2023-04-14 02:43:09,670 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.645
2023-04-14 02:43:09,744 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.644
2023-04-14 02:43:09,818 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.646
2023-04-14 02:43:09,893 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.648
2023-04-14 02:43:09,968 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.648
2023-04-14 02:43:10,043 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.643
2023-04-14 02:43:10,115 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.644
2023-04-14 02:43:10,190 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.936, mIoU: 0.641
2023-04-14 02:43:10,263 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.640
2023-04-14 02:43:10,335 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-14 02:43:10,405 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.644
2023-04-14 02:43:10,478 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.648
2023-04-14 02:43:10,549 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:43:10,620 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-14 02:43:10,696 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-14 02:43:10,774 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:43:10,852 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.654
2023-04-14 02:43:10,926 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-14 02:43:11,002 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-14 02:43:11,077 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-14 02:43:11,154 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-14 02:43:11,228 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.660
2023-04-14 02:43:11,304 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-14 02:43:11,378 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.659
2023-04-14 02:43:11,454 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-14 02:43:11,529 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-14 02:43:11,607 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:43:11,684 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:43:11,760 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-14 02:43:11,832 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 02:43:11,904 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:43:11,974 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:43:12,043 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.653
2023-04-14 02:43:12,117 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.654
2023-04-14 02:43:12,189 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-14 02:43:12,264 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-14 02:43:12,339 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-14 02:43:12,414 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 02:43:12,489 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 02:43:12,563 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 02:43:12,643 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 02:43:12,717 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 02:43:12,793 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 02:43:12,866 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 02:43:12,939 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 02:43:13,014 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-14 02:43:13,088 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-14 02:43:13,165 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.930, mIoU: 0.659
2023-04-14 02:43:13,239 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-14 02:43:13,312 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-14 02:43:13,391 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-14 02:43:13,465 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.931, mIoU: 0.659
2023-04-14 02:43:13,540 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-14 02:43:13,614 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-14 02:43:13,686 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.660
2023-04-14 02:43:13,759 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.659
2023-04-14 02:43:13,832 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.928, mIoU: 0.659
2023-04-14 02:43:13,907 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.928, mIoU: 0.659
2023-04-14 02:43:13,983 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.928, mIoU: 0.659
2023-04-14 02:43:14,059 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.928, mIoU: 0.659
2023-04-14 02:43:14,133 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-14 02:43:14,209 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-14 02:43:14,286 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.929, mIoU: 0.659
2023-04-14 02:43:14,359 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 02:43:14,433 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 02:43:14,505 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.928, mIoU: 0.658
2023-04-14 02:43:14,576 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-14 02:43:14,649 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-14 02:43:14,722 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.658
2023-04-14 02:43:14,799 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.929, mIoU: 0.657
2023-04-14 02:43:14,874 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.929, mIoU: 0.660
2023-04-14 02:43:14,950 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.929, mIoU: 0.662
2023-04-14 02:43:15,028 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-14 02:43:15,102 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-14 02:43:15,179 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-14 02:43:15,253 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-14 02:43:15,326 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.929, mIoU: 0.663
2023-04-14 02:43:15,400 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-14 02:43:15,474 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.664
2023-04-14 02:43:15,545 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.665
2023-04-14 02:43:15,619 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:43:15,697 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:43:15,775 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.666
2023-04-14 02:43:15,852 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.667
2023-04-14 02:43:15,925 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.667
2023-04-14 02:43:15,996 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-14 02:43:16,066 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-14 02:43:16,138 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.666
2023-04-14 02:43:16,210 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.930, mIoU: 0.663
2023-04-14 02:43:16,281 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-14 02:43:16,355 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-14 02:43:16,432 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-14 02:43:16,512 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-14 02:43:16,590 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-14 02:43:16,662 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-14 02:43:16,737 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.663
2023-04-14 02:43:16,812 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.662
2023-04-14 02:43:16,883 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.931, mIoU: 0.662
2023-04-14 02:43:16,954 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.662
2023-04-14 02:43:17,026 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-14 02:43:17,097 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-14 02:43:17,169 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-14 02:43:17,243 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-14 02:43:17,318 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.660
2023-04-14 02:43:17,392 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-14 02:43:17,466 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.931, mIoU: 0.661
2023-04-14 02:43:17,543 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-14 02:43:17,618 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-14 02:43:17,692 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-14 02:43:17,766 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-14 02:43:17,841 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-14 02:43:17,913 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.661
2023-04-14 02:43:17,986 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-14 02:43:18,060 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-14 02:43:18,137 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.660
2023-04-14 02:43:18,207 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.658
2023-04-14 02:43:18,281 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-14 02:43:18,359 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-14 02:43:18,433 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-14 02:43:18,508 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.930, mIoU: 0.656
2023-04-14 02:43:18,585 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.930, mIoU: 0.657
2023-04-14 02:43:18,663 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:43:18,737 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:43:18,813 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:43:18,888 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:43:18,964 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:43:19,041 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:43:19,118 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:43:19,191 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:43:19,267 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-14 02:43:19,342 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.931, mIoU: 0.656
2023-04-14 02:43:19,413 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:43:19,484 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.931, mIoU: 0.657
2023-04-14 02:43:19,555 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:43:19,624 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:43:19,696 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:43:19,770 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:43:19,843 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:43:19,919 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.932, mIoU: 0.657
2023-04-14 02:43:19,998 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-14 02:43:20,074 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-14 02:43:20,149 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.932, mIoU: 0.656
2023-04-14 02:43:20,222 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.933, mIoU: 0.656
2023-04-14 02:43:20,297 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-14 02:43:20,374 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-14 02:43:20,447 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.933, mIoU: 0.657
2023-04-14 02:43:20,522 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-14 02:43:20,597 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-14 02:43:20,672 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-14 02:43:20,747 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.933, mIoU: 0.659
2023-04-14 02:43:20,826 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-14 02:43:20,900 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-14 02:43:20,981 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-14 02:43:21,054 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.933, mIoU: 0.658
2023-04-14 02:43:21,130 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-14 02:43:21,200 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.933, mIoU: 0.660
2023-04-14 02:43:21,271 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:43:21,344 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:43:21,421 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:43:21,498 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:43:21,577 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:43:21,653 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:43:21,733 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:43:21,805 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-14 02:43:21,877 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.934, mIoU: 0.660
2023-04-14 02:43:21,953 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-14 02:43:22,023 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.934, mIoU: 0.659
2023-04-14 02:43:22,095 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.934, mIoU: 0.658
2023-04-14 02:43:22,166 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.934, mIoU: 0.658
2023-04-14 02:43:22,247 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:22,324 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:22,398 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:22,472 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:22,542 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:22,610 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-14 02:43:22,679 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-14 02:43:22,747 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-14 02:43:22,813 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-14 02:43:22,878 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-14 02:43:22,943 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-14 02:43:23,008 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-14 02:43:23,072 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-14 02:43:23,136 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-14 02:43:23,199 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:23,262 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-14 02:43:23,323 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-14 02:43:23,389 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-14 02:43:23,457 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-14 02:43:23,526 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-14 02:43:23,595 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-14 02:43:23,663 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:23,734 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:23,803 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.935, mIoU: 0.657
2023-04-14 02:43:23,872 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:23,941 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:24,010 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:24,077 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.935, mIoU: 0.658
2023-04-14 02:43:24,146 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-14 02:43:24,215 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.935, mIoU: 0.659
2023-04-14 02:43:24,283 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.935, mIoU: 0.661
2023-04-14 02:43:24,351 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-14 02:43:24,416 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-14 02:43:24,485 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.935, mIoU: 0.660
2023-04-14 02:43:24,554 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.660
2023-04-14 02:43:25,307 semantic_segmentation INFO: Overall validation pixAcc: 94.132, mIoU: 66.524
2023-04-14 02:43:30,259 semantic_segmentation INFO: Iters: 20810/40000 || Lr: 0.010375 || Task Loss: 0.2154 || KD Loss: 0.0000|| Cost Time: 3:06:42 || Estimated Time: 2:52:10
2023-04-14 02:43:35,035 semantic_segmentation INFO: Iters: 20820/40000 || Lr: 0.010370 || Task Loss: 0.3153 || KD Loss: 0.0000|| Cost Time: 3:06:47 || Estimated Time: 2:52:04
2023-04-14 02:43:39,815 semantic_segmentation INFO: Iters: 20830/40000 || Lr: 0.010365 || Task Loss: 0.2739 || KD Loss: 0.0000|| Cost Time: 3:06:52 || Estimated Time: 2:51:58
2023-04-14 02:43:44,597 semantic_segmentation INFO: Iters: 20840/40000 || Lr: 0.010361 || Task Loss: 0.2815 || KD Loss: 0.0000|| Cost Time: 3:06:56 || Estimated Time: 2:51:52
2023-04-14 02:43:49,357 semantic_segmentation INFO: Iters: 20850/40000 || Lr: 0.010356 || Task Loss: 0.2822 || KD Loss: 0.0000|| Cost Time: 3:07:01 || Estimated Time: 2:51:46
2023-04-14 02:43:54,087 semantic_segmentation INFO: Iters: 20860/40000 || Lr: 0.010351 || Task Loss: 0.3144 || KD Loss: 0.0000|| Cost Time: 3:07:06 || Estimated Time: 2:51:40
2023-04-14 02:43:58,849 semantic_segmentation INFO: Iters: 20870/40000 || Lr: 0.010346 || Task Loss: 0.2490 || KD Loss: 0.0000|| Cost Time: 3:07:11 || Estimated Time: 2:51:34
2023-04-14 02:44:03,584 semantic_segmentation INFO: Iters: 20880/40000 || Lr: 0.010341 || Task Loss: 0.2589 || KD Loss: 0.0000|| Cost Time: 3:07:15 || Estimated Time: 2:51:28
2023-04-14 02:44:08,360 semantic_segmentation INFO: Iters: 20890/40000 || Lr: 0.010337 || Task Loss: 0.2727 || KD Loss: 0.0000|| Cost Time: 3:07:20 || Estimated Time: 2:51:22
2023-04-14 02:44:13,123 semantic_segmentation INFO: Iters: 20900/40000 || Lr: 0.010332 || Task Loss: 0.2676 || KD Loss: 0.0000|| Cost Time: 3:07:25 || Estimated Time: 2:51:16
2023-04-14 02:44:17,902 semantic_segmentation INFO: Iters: 20910/40000 || Lr: 0.010327 || Task Loss: 0.3593 || KD Loss: 0.0000|| Cost Time: 3:07:30 || Estimated Time: 2:51:10
2023-04-14 02:44:22,660 semantic_segmentation INFO: Iters: 20920/40000 || Lr: 0.010322 || Task Loss: 0.2551 || KD Loss: 0.0000|| Cost Time: 3:07:34 || Estimated Time: 2:51:04
2023-04-14 02:44:27,394 semantic_segmentation INFO: Iters: 20930/40000 || Lr: 0.010317 || Task Loss: 0.3796 || KD Loss: 0.0000|| Cost Time: 3:07:39 || Estimated Time: 2:50:58
2023-04-14 02:44:32,173 semantic_segmentation INFO: Iters: 20940/40000 || Lr: 0.010312 || Task Loss: 0.2474 || KD Loss: 0.0000|| Cost Time: 3:07:44 || Estimated Time: 2:50:52
2023-04-14 02:44:36,958 semantic_segmentation INFO: Iters: 20950/40000 || Lr: 0.010308 || Task Loss: 0.4046 || KD Loss: 0.0000|| Cost Time: 3:07:49 || Estimated Time: 2:50:46
2023-04-14 02:44:41,726 semantic_segmentation INFO: Iters: 20960/40000 || Lr: 0.010303 || Task Loss: 0.2621 || KD Loss: 0.0000|| Cost Time: 3:07:54 || Estimated Time: 2:50:41
2023-04-14 02:44:46,517 semantic_segmentation INFO: Iters: 20970/40000 || Lr: 0.010298 || Task Loss: 0.3301 || KD Loss: 0.0000|| Cost Time: 3:07:58 || Estimated Time: 2:50:35
2023-04-14 02:44:51,306 semantic_segmentation INFO: Iters: 20980/40000 || Lr: 0.010293 || Task Loss: 0.1785 || KD Loss: 0.0000|| Cost Time: 3:08:03 || Estimated Time: 2:50:29
2023-04-14 02:44:56,146 semantic_segmentation INFO: Iters: 20990/40000 || Lr: 0.010288 || Task Loss: 0.2654 || KD Loss: 0.0000|| Cost Time: 3:08:08 || Estimated Time: 2:50:23
2023-04-14 02:45:00,923 semantic_segmentation INFO: Iters: 21000/40000 || Lr: 0.010284 || Task Loss: 0.2636 || KD Loss: 0.0000|| Cost Time: 3:08:13 || Estimated Time: 2:50:17
2023-04-14 02:45:05,681 semantic_segmentation INFO: Iters: 21010/40000 || Lr: 0.010279 || Task Loss: 0.3301 || KD Loss: 0.0000|| Cost Time: 3:08:17 || Estimated Time: 2:50:11
2023-04-14 02:45:10,458 semantic_segmentation INFO: Iters: 21020/40000 || Lr: 0.010274 || Task Loss: 0.2172 || KD Loss: 0.0000|| Cost Time: 3:08:22 || Estimated Time: 2:50:05
2023-04-14 02:45:15,201 semantic_segmentation INFO: Iters: 21030/40000 || Lr: 0.010269 || Task Loss: 0.2641 || KD Loss: 0.0000|| Cost Time: 3:08:27 || Estimated Time: 2:49:59
2023-04-14 02:45:19,972 semantic_segmentation INFO: Iters: 21040/40000 || Lr: 0.010264 || Task Loss: 0.2257 || KD Loss: 0.0000|| Cost Time: 3:08:32 || Estimated Time: 2:49:53
2023-04-14 02:45:24,746 semantic_segmentation INFO: Iters: 21050/40000 || Lr: 0.010259 || Task Loss: 0.2994 || KD Loss: 0.0000|| Cost Time: 3:08:37 || Estimated Time: 2:49:47
2023-04-14 02:45:29,518 semantic_segmentation INFO: Iters: 21060/40000 || Lr: 0.010255 || Task Loss: 0.1822 || KD Loss: 0.0000|| Cost Time: 3:08:41 || Estimated Time: 2:49:41
2023-04-14 02:45:34,357 semantic_segmentation INFO: Iters: 21070/40000 || Lr: 0.010250 || Task Loss: 0.3406 || KD Loss: 0.0000|| Cost Time: 3:08:46 || Estimated Time: 2:49:35
2023-04-14 02:45:39,155 semantic_segmentation INFO: Iters: 21080/40000 || Lr: 0.010245 || Task Loss: 0.2813 || KD Loss: 0.0000|| Cost Time: 3:08:51 || Estimated Time: 2:49:30
2023-04-14 02:45:43,923 semantic_segmentation INFO: Iters: 21090/40000 || Lr: 0.010240 || Task Loss: 0.2042 || KD Loss: 0.0000|| Cost Time: 3:08:56 || Estimated Time: 2:49:24
2023-04-14 02:45:48,677 semantic_segmentation INFO: Iters: 21100/40000 || Lr: 0.010235 || Task Loss: 0.2800 || KD Loss: 0.0000|| Cost Time: 3:09:00 || Estimated Time: 2:49:18
2023-04-14 02:45:53,450 semantic_segmentation INFO: Iters: 21110/40000 || Lr: 0.010230 || Task Loss: 0.1725 || KD Loss: 0.0000|| Cost Time: 3:09:05 || Estimated Time: 2:49:12
2023-04-14 02:45:58,277 semantic_segmentation INFO: Iters: 21120/40000 || Lr: 0.010226 || Task Loss: 0.4653 || KD Loss: 0.0000|| Cost Time: 3:09:10 || Estimated Time: 2:49:06
2023-04-14 02:46:03,033 semantic_segmentation INFO: Iters: 21130/40000 || Lr: 0.010221 || Task Loss: 0.2479 || KD Loss: 0.0000|| Cost Time: 3:09:15 || Estimated Time: 2:49:00
2023-04-14 02:46:07,816 semantic_segmentation INFO: Iters: 21140/40000 || Lr: 0.010216 || Task Loss: 0.2846 || KD Loss: 0.0000|| Cost Time: 3:09:20 || Estimated Time: 2:48:54
2023-04-14 02:46:12,597 semantic_segmentation INFO: Iters: 21150/40000 || Lr: 0.010211 || Task Loss: 0.2814 || KD Loss: 0.0000|| Cost Time: 3:09:24 || Estimated Time: 2:48:48
2023-04-14 02:46:17,364 semantic_segmentation INFO: Iters: 21160/40000 || Lr: 0.010206 || Task Loss: 0.3539 || KD Loss: 0.0000|| Cost Time: 3:09:29 || Estimated Time: 2:48:42
2023-04-14 02:46:22,150 semantic_segmentation INFO: Iters: 21170/40000 || Lr: 0.010201 || Task Loss: 0.4457 || KD Loss: 0.0000|| Cost Time: 3:09:34 || Estimated Time: 2:48:36
2023-04-14 02:46:26,954 semantic_segmentation INFO: Iters: 21180/40000 || Lr: 0.010197 || Task Loss: 0.3728 || KD Loss: 0.0000|| Cost Time: 3:09:39 || Estimated Time: 2:48:31
2023-04-14 02:46:31,702 semantic_segmentation INFO: Iters: 21190/40000 || Lr: 0.010192 || Task Loss: 0.2935 || KD Loss: 0.0000|| Cost Time: 3:09:43 || Estimated Time: 2:48:25
2023-04-14 02:46:36,511 semantic_segmentation INFO: Iters: 21200/40000 || Lr: 0.010187 || Task Loss: 0.2459 || KD Loss: 0.0000|| Cost Time: 3:09:48 || Estimated Time: 2:48:19
2023-04-14 02:46:36,871 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:46:39,384 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.965, mIoU: 0.391
2023-04-14 02:46:39,555 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.449
2023-04-14 02:46:39,921 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.467
2023-04-14 02:46:40,011 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.499
2023-04-14 02:46:40,092 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.491
2023-04-14 02:46:40,175 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.495
2023-04-14 02:46:40,259 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.496
2023-04-14 02:46:40,335 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.538
2023-04-14 02:46:40,410 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.563
2023-04-14 02:46:40,483 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.617
2023-04-14 02:46:40,558 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.623
2023-04-14 02:46:40,630 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.606
2023-04-14 02:46:40,705 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.608
2023-04-14 02:46:40,782 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.599
2023-04-14 02:46:40,856 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.584
2023-04-14 02:46:40,931 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.580
2023-04-14 02:46:41,004 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.576
2023-04-14 02:46:41,075 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.578
2023-04-14 02:46:41,153 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.586
2023-04-14 02:46:41,224 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.593
2023-04-14 02:46:41,302 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.592
2023-04-14 02:46:41,377 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.587
2023-04-14 02:46:41,455 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.586
2023-04-14 02:46:41,531 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.593
2023-04-14 02:46:41,611 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.606
2023-04-14 02:46:41,693 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.609
2023-04-14 02:46:41,768 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.604
2023-04-14 02:46:41,843 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.598
2023-04-14 02:46:41,918 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.603
2023-04-14 02:46:41,998 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.603
2023-04-14 02:46:42,070 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.603
2023-04-14 02:46:42,145 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.604
2023-04-14 02:46:42,220 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.607
2023-04-14 02:46:42,293 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.607
2023-04-14 02:46:42,363 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.609
2023-04-14 02:46:42,434 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.609
2023-04-14 02:46:42,504 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.605
2023-04-14 02:46:42,575 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.604
2023-04-14 02:46:42,645 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.594
2023-04-14 02:46:42,714 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.596
2023-04-14 02:46:42,789 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.595
2023-04-14 02:46:42,861 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.595
2023-04-14 02:46:42,946 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.596
2023-04-14 02:46:43,025 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.597
2023-04-14 02:46:43,102 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.597
2023-04-14 02:46:43,178 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.596
2023-04-14 02:46:43,255 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.596
2023-04-14 02:46:43,329 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.595
2023-04-14 02:46:43,400 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.934, mIoU: 0.596
2023-04-14 02:46:43,471 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.600
2023-04-14 02:46:43,544 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.601
2023-04-14 02:46:43,615 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.609
2023-04-14 02:46:43,691 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.607
2023-04-14 02:46:43,769 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.603
2023-04-14 02:46:43,849 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.601
2023-04-14 02:46:43,930 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.597
2023-04-14 02:46:44,005 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.598
2023-04-14 02:46:44,081 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.605
2023-04-14 02:46:44,161 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.610
2023-04-14 02:46:44,231 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.609
2023-04-14 02:46:44,303 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.614
2023-04-14 02:46:44,382 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.616
2023-04-14 02:46:44,460 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.616
2023-04-14 02:46:44,534 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.620
2023-04-14 02:46:44,605 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 02:46:44,680 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 02:46:44,750 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 02:46:44,825 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.621
2023-04-14 02:46:44,898 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.621
2023-04-14 02:46:44,969 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.620
2023-04-14 02:46:45,045 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 02:46:45,122 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 02:46:45,202 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:46:45,282 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:46:45,355 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 02:46:45,431 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 02:46:45,504 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 02:46:45,575 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:46:45,644 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:46:45,718 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 02:46:45,790 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-14 02:46:45,865 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-14 02:46:45,938 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-14 02:46:46,012 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.624
2023-04-14 02:46:46,084 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.619
2023-04-14 02:46:46,157 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.619
2023-04-14 02:46:46,235 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 02:46:46,309 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.619
2023-04-14 02:46:46,385 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 02:46:46,459 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.620
2023-04-14 02:46:46,536 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.620
2023-04-14 02:46:46,608 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:46,683 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:46,762 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:46,839 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:46:46,912 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:46:46,989 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-14 02:46:47,061 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.626
2023-04-14 02:46:47,134 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.928, mIoU: 0.625
2023-04-14 02:46:47,207 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.626
2023-04-14 02:46:47,282 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-14 02:46:47,361 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-14 02:46:47,432 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-14 02:46:47,503 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-14 02:46:47,579 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-14 02:46:47,657 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.624
2023-04-14 02:46:47,735 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.624
2023-04-14 02:46:47,808 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 02:46:47,883 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.625
2023-04-14 02:46:47,959 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.623
2023-04-14 02:46:48,033 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.622
2023-04-14 02:46:48,104 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:46:48,177 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:46:48,246 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:46:48,320 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:46:48,393 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.621
2023-04-14 02:46:48,465 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.625
2023-04-14 02:46:48,537 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.626
2023-04-14 02:46:48,617 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-14 02:46:48,697 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-14 02:46:48,771 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-14 02:46:48,844 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-14 02:46:48,917 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.627
2023-04-14 02:46:48,989 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 02:46:49,059 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.630
2023-04-14 02:46:49,132 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 02:46:49,209 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.632
2023-04-14 02:46:49,283 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 02:46:49,356 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.925, mIoU: 0.631
2023-04-14 02:46:49,434 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 02:46:49,516 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 02:46:49,591 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.926, mIoU: 0.632
2023-04-14 02:46:49,664 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.632
2023-04-14 02:46:49,737 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 02:46:49,811 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:49,886 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:49,959 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-14 02:46:50,033 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:50,109 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 02:46:50,183 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:46:50,256 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:50,331 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:46:50,407 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:46:50,483 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:46:50,554 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 02:46:50,627 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:50,698 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:46:50,768 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:46:50,840 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:46:50,911 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 02:46:50,981 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:51,051 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:51,128 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:51,199 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:51,276 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:51,353 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 02:46:51,429 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.631
2023-04-14 02:46:51,506 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:51,585 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:51,659 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 02:46:51,734 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-14 02:46:51,805 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 02:46:51,876 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.627
2023-04-14 02:46:51,951 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 02:46:52,025 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 02:46:52,100 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.628
2023-04-14 02:46:52,180 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:52,258 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 02:46:52,334 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:52,408 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:52,488 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:52,564 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:52,636 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:52,712 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:52,793 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:52,870 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:52,945 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:53,016 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:53,091 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 02:46:53,162 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.928, mIoU: 0.628
2023-04-14 02:46:53,238 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 02:46:53,309 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 02:46:53,385 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 02:46:53,460 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 02:46:53,534 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 02:46:53,610 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 02:46:53,684 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 02:46:53,760 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.929, mIoU: 0.627
2023-04-14 02:46:53,831 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:46:53,902 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:46:53,977 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-14 02:46:54,052 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:46:54,131 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-14 02:46:54,204 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-14 02:46:54,274 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-14 02:46:54,347 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.929, mIoU: 0.629
2023-04-14 02:46:54,426 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:46:54,507 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:46:54,587 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:46:54,661 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 02:46:54,735 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-14 02:46:54,809 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.929, mIoU: 0.630
2023-04-14 02:46:54,881 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 02:46:54,952 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 02:46:55,026 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 02:46:55,102 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 02:46:55,184 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 02:46:55,264 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 02:46:55,342 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 02:46:55,421 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 02:46:55,494 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 02:46:55,569 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 02:46:55,639 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 02:46:55,710 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 02:46:55,782 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 02:46:55,857 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.931, mIoU: 0.629
2023-04-14 02:46:55,931 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.931, mIoU: 0.629
2023-04-14 02:46:56,006 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 02:46:56,080 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 02:46:56,152 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.931, mIoU: 0.630
2023-04-14 02:46:56,222 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.931, mIoU: 0.627
2023-04-14 02:46:56,291 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-14 02:46:56,359 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-14 02:46:56,424 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-14 02:46:56,489 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.931, mIoU: 0.626
2023-04-14 02:46:56,554 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.932, mIoU: 0.626
2023-04-14 02:46:56,619 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.932, mIoU: 0.626
2023-04-14 02:46:56,683 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.932, mIoU: 0.626
2023-04-14 02:46:56,747 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 02:46:56,811 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 02:46:56,875 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 02:46:56,938 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 02:46:57,006 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 02:46:57,083 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 02:46:57,155 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.930, mIoU: 0.622
2023-04-14 02:46:57,225 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 02:46:57,292 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 02:46:57,361 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 02:46:57,431 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:46:57,501 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 02:46:57,570 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 02:46:57,640 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.930, mIoU: 0.621
2023-04-14 02:46:57,706 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:46:57,774 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.931, mIoU: 0.622
2023-04-14 02:46:57,842 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 02:46:57,908 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.931, mIoU: 0.624
2023-04-14 02:46:57,974 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 02:46:58,038 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:46:58,104 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:46:58,170 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.931, mIoU: 0.621
2023-04-14 02:46:58,864 semantic_segmentation INFO: Overall validation pixAcc: 93.781, mIoU: 63.461
2023-04-14 02:47:03,810 semantic_segmentation INFO: Iters: 21210/40000 || Lr: 0.010182 || Task Loss: 0.3144 || KD Loss: 0.0000|| Cost Time: 3:10:16 || Estimated Time: 2:48:33
2023-04-14 02:47:08,574 semantic_segmentation INFO: Iters: 21220/40000 || Lr: 0.010177 || Task Loss: 0.2002 || KD Loss: 0.0000|| Cost Time: 3:10:20 || Estimated Time: 2:48:27
2023-04-14 02:47:13,360 semantic_segmentation INFO: Iters: 21230/40000 || Lr: 0.010173 || Task Loss: 0.3068 || KD Loss: 0.0000|| Cost Time: 3:10:25 || Estimated Time: 2:48:21
2023-04-14 02:47:18,085 semantic_segmentation INFO: Iters: 21240/40000 || Lr: 0.010168 || Task Loss: 0.2657 || KD Loss: 0.0000|| Cost Time: 3:10:30 || Estimated Time: 2:48:15
2023-04-14 02:47:22,875 semantic_segmentation INFO: Iters: 21250/40000 || Lr: 0.010163 || Task Loss: 0.4201 || KD Loss: 0.0000|| Cost Time: 3:10:35 || Estimated Time: 2:48:09
2023-04-14 02:47:27,626 semantic_segmentation INFO: Iters: 21260/40000 || Lr: 0.010158 || Task Loss: 0.3176 || KD Loss: 0.0000|| Cost Time: 3:10:39 || Estimated Time: 2:48:03
2023-04-14 02:47:32,410 semantic_segmentation INFO: Iters: 21270/40000 || Lr: 0.010153 || Task Loss: 0.2803 || KD Loss: 0.0000|| Cost Time: 3:10:44 || Estimated Time: 2:47:57
2023-04-14 02:47:37,149 semantic_segmentation INFO: Iters: 21280/40000 || Lr: 0.010148 || Task Loss: 0.3784 || KD Loss: 0.0000|| Cost Time: 3:10:49 || Estimated Time: 2:47:51
2023-04-14 02:47:41,911 semantic_segmentation INFO: Iters: 21290/40000 || Lr: 0.010144 || Task Loss: 0.4857 || KD Loss: 0.0000|| Cost Time: 3:10:54 || Estimated Time: 2:47:45
2023-04-14 02:47:46,672 semantic_segmentation INFO: Iters: 21300/40000 || Lr: 0.010139 || Task Loss: 0.2320 || KD Loss: 0.0000|| Cost Time: 3:10:58 || Estimated Time: 2:47:39
2023-04-14 02:47:51,460 semantic_segmentation INFO: Iters: 21310/40000 || Lr: 0.010134 || Task Loss: 0.2583 || KD Loss: 0.0000|| Cost Time: 3:11:03 || Estimated Time: 2:47:34
2023-04-14 02:47:56,234 semantic_segmentation INFO: Iters: 21320/40000 || Lr: 0.010129 || Task Loss: 0.4468 || KD Loss: 0.0000|| Cost Time: 3:11:08 || Estimated Time: 2:47:28
2023-04-14 02:48:01,003 semantic_segmentation INFO: Iters: 21330/40000 || Lr: 0.010124 || Task Loss: 0.3062 || KD Loss: 0.0000|| Cost Time: 3:11:13 || Estimated Time: 2:47:22
2023-04-14 02:48:05,820 semantic_segmentation INFO: Iters: 21340/40000 || Lr: 0.010119 || Task Loss: 0.2922 || KD Loss: 0.0000|| Cost Time: 3:11:18 || Estimated Time: 2:47:16
2023-04-14 02:48:10,601 semantic_segmentation INFO: Iters: 21350/40000 || Lr: 0.010115 || Task Loss: 0.2171 || KD Loss: 0.0000|| Cost Time: 3:11:22 || Estimated Time: 2:47:10
2023-04-14 02:48:15,352 semantic_segmentation INFO: Iters: 21360/40000 || Lr: 0.010110 || Task Loss: 0.2206 || KD Loss: 0.0000|| Cost Time: 3:11:27 || Estimated Time: 2:47:04
2023-04-14 02:48:20,140 semantic_segmentation INFO: Iters: 21370/40000 || Lr: 0.010105 || Task Loss: 0.3897 || KD Loss: 0.0000|| Cost Time: 3:11:32 || Estimated Time: 2:46:58
2023-04-14 02:48:24,919 semantic_segmentation INFO: Iters: 21380/40000 || Lr: 0.010100 || Task Loss: 0.2579 || KD Loss: 0.0000|| Cost Time: 3:11:37 || Estimated Time: 2:46:52
2023-04-14 02:48:29,708 semantic_segmentation INFO: Iters: 21390/40000 || Lr: 0.010095 || Task Loss: 0.2725 || KD Loss: 0.0000|| Cost Time: 3:11:41 || Estimated Time: 2:46:46
2023-04-14 02:48:34,542 semantic_segmentation INFO: Iters: 21400/40000 || Lr: 0.010090 || Task Loss: 0.3494 || KD Loss: 0.0000|| Cost Time: 3:11:46 || Estimated Time: 2:46:41
2023-04-14 02:48:39,323 semantic_segmentation INFO: Iters: 21410/40000 || Lr: 0.010086 || Task Loss: 0.2208 || KD Loss: 0.0000|| Cost Time: 3:11:51 || Estimated Time: 2:46:35
2023-04-14 02:48:44,117 semantic_segmentation INFO: Iters: 21420/40000 || Lr: 0.010081 || Task Loss: 0.2577 || KD Loss: 0.0000|| Cost Time: 3:11:56 || Estimated Time: 2:46:29
2023-04-14 02:48:48,889 semantic_segmentation INFO: Iters: 21430/40000 || Lr: 0.010076 || Task Loss: 0.2224 || KD Loss: 0.0000|| Cost Time: 3:12:01 || Estimated Time: 2:46:23
2023-04-14 02:48:53,655 semantic_segmentation INFO: Iters: 21440/40000 || Lr: 0.010071 || Task Loss: 0.2684 || KD Loss: 0.0000|| Cost Time: 3:12:05 || Estimated Time: 2:46:17
2023-04-14 02:48:58,469 semantic_segmentation INFO: Iters: 21450/40000 || Lr: 0.010066 || Task Loss: 0.2377 || KD Loss: 0.0000|| Cost Time: 3:12:10 || Estimated Time: 2:46:11
2023-04-14 02:49:03,233 semantic_segmentation INFO: Iters: 21460/40000 || Lr: 0.010061 || Task Loss: 0.2108 || KD Loss: 0.0000|| Cost Time: 3:12:15 || Estimated Time: 2:46:05
2023-04-14 02:49:07,998 semantic_segmentation INFO: Iters: 21470/40000 || Lr: 0.010057 || Task Loss: 0.5190 || KD Loss: 0.0000|| Cost Time: 3:12:20 || Estimated Time: 2:45:59
2023-04-14 02:49:12,780 semantic_segmentation INFO: Iters: 21480/40000 || Lr: 0.010052 || Task Loss: 0.3033 || KD Loss: 0.0000|| Cost Time: 3:12:25 || Estimated Time: 2:45:53
2023-04-14 02:49:17,560 semantic_segmentation INFO: Iters: 21490/40000 || Lr: 0.010047 || Task Loss: 0.2696 || KD Loss: 0.0000|| Cost Time: 3:12:29 || Estimated Time: 2:45:47
2023-04-14 02:49:22,337 semantic_segmentation INFO: Iters: 21500/40000 || Lr: 0.010042 || Task Loss: 0.2345 || KD Loss: 0.0000|| Cost Time: 3:12:34 || Estimated Time: 2:45:42
2023-04-14 02:49:27,166 semantic_segmentation INFO: Iters: 21510/40000 || Lr: 0.010037 || Task Loss: 0.3279 || KD Loss: 0.0000|| Cost Time: 3:12:39 || Estimated Time: 2:45:36
2023-04-14 02:49:31,969 semantic_segmentation INFO: Iters: 21520/40000 || Lr: 0.010032 || Task Loss: 0.2491 || KD Loss: 0.0000|| Cost Time: 3:12:44 || Estimated Time: 2:45:30
2023-04-14 02:49:36,747 semantic_segmentation INFO: Iters: 21530/40000 || Lr: 0.010028 || Task Loss: 0.3857 || KD Loss: 0.0000|| Cost Time: 3:12:49 || Estimated Time: 2:45:24
2023-04-14 02:49:41,547 semantic_segmentation INFO: Iters: 21540/40000 || Lr: 0.010023 || Task Loss: 0.3688 || KD Loss: 0.0000|| Cost Time: 3:12:53 || Estimated Time: 2:45:18
2023-04-14 02:49:46,309 semantic_segmentation INFO: Iters: 21550/40000 || Lr: 0.010018 || Task Loss: 0.2274 || KD Loss: 0.0000|| Cost Time: 3:12:58 || Estimated Time: 2:45:12
2023-04-14 02:49:51,088 semantic_segmentation INFO: Iters: 21560/40000 || Lr: 0.010013 || Task Loss: 0.4123 || KD Loss: 0.0000|| Cost Time: 3:13:03 || Estimated Time: 2:45:06
2023-04-14 02:49:55,863 semantic_segmentation INFO: Iters: 21570/40000 || Lr: 0.010008 || Task Loss: 0.2895 || KD Loss: 0.0000|| Cost Time: 3:13:08 || Estimated Time: 2:45:00
2023-04-14 02:50:00,637 semantic_segmentation INFO: Iters: 21580/40000 || Lr: 0.010003 || Task Loss: 0.2395 || KD Loss: 0.0000|| Cost Time: 3:13:12 || Estimated Time: 2:44:55
2023-04-14 02:50:05,443 semantic_segmentation INFO: Iters: 21590/40000 || Lr: 0.009998 || Task Loss: 0.3766 || KD Loss: 0.0000|| Cost Time: 3:13:17 || Estimated Time: 2:44:49
2023-04-14 02:50:10,267 semantic_segmentation INFO: Iters: 21600/40000 || Lr: 0.009994 || Task Loss: 0.2820 || KD Loss: 0.0000|| Cost Time: 3:13:22 || Estimated Time: 2:44:43
2023-04-14 02:50:10,593 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:50:12,889 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.927, mIoU: 0.346
2023-04-14 02:50:13,463 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.951, mIoU: 0.468
2023-04-14 02:50:13,595 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.486
2023-04-14 02:50:13,680 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.515
2023-04-14 02:50:13,763 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.511
2023-04-14 02:50:13,842 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.949, mIoU: 0.508
2023-04-14 02:50:13,915 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.500
2023-04-14 02:50:13,986 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.510
2023-04-14 02:50:14,060 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.951, mIoU: 0.515
2023-04-14 02:50:14,140 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.548
2023-04-14 02:50:14,212 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.551
2023-04-14 02:50:14,285 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.577
2023-04-14 02:50:14,358 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.590
2023-04-14 02:50:14,439 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.590
2023-04-14 02:50:14,521 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.584
2023-04-14 02:50:14,601 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.579
2023-04-14 02:50:14,676 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.579
2023-04-14 02:50:14,751 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.577
2023-04-14 02:50:14,832 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.585
2023-04-14 02:50:14,913 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.591
2023-04-14 02:50:14,995 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.593
2023-04-14 02:50:15,067 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.622
2023-04-14 02:50:15,148 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.622
2023-04-14 02:50:15,225 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.628
2023-04-14 02:50:15,299 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.637
2023-04-14 02:50:15,372 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.639
2023-04-14 02:50:15,448 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.637
2023-04-14 02:50:15,529 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.633
2023-04-14 02:50:15,600 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.635
2023-04-14 02:50:15,674 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.647
2023-04-14 02:50:15,741 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.647
2023-04-14 02:50:15,812 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.644
2023-04-14 02:50:15,887 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.648
2023-04-14 02:50:15,960 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.649
2023-04-14 02:50:16,036 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.641
2023-04-14 02:50:16,112 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.639
2023-04-14 02:50:16,189 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.637
2023-04-14 02:50:16,267 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.634
2023-04-14 02:50:16,346 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.632
2023-04-14 02:50:16,420 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.632
2023-04-14 02:50:16,496 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.628
2023-04-14 02:50:16,568 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.627
2023-04-14 02:50:16,638 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.628
2023-04-14 02:50:16,711 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.628
2023-04-14 02:50:16,790 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.626
2023-04-14 02:50:16,871 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.628
2023-04-14 02:50:16,949 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.628
2023-04-14 02:50:17,022 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.628
2023-04-14 02:50:17,098 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.631
2023-04-14 02:50:17,175 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.632
2023-04-14 02:50:17,246 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.632
2023-04-14 02:50:17,317 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.637
2023-04-14 02:50:17,389 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.638
2023-04-14 02:50:17,461 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.640
2023-04-14 02:50:17,537 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.639
2023-04-14 02:50:17,614 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.639
2023-04-14 02:50:17,690 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.639
2023-04-14 02:50:17,767 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.645
2023-04-14 02:50:17,846 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 02:50:17,922 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-14 02:50:17,998 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-14 02:50:18,075 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.652
2023-04-14 02:50:18,149 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-14 02:50:18,227 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.651
2023-04-14 02:50:18,305 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.653
2023-04-14 02:50:18,385 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.653
2023-04-14 02:50:18,460 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:50:18,534 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:50:18,610 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-14 02:50:18,684 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-14 02:50:18,756 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.651
2023-04-14 02:50:18,827 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:50:18,898 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:50:18,973 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:50:19,053 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:50:19,130 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:50:19,206 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-14 02:50:19,279 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.645
2023-04-14 02:50:19,352 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-14 02:50:19,424 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.646
2023-04-14 02:50:19,497 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:50:19,568 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:50:19,637 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.648
2023-04-14 02:50:19,705 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.646
2023-04-14 02:50:19,777 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-14 02:50:19,855 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-14 02:50:19,926 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:50:20,003 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:50:20,082 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.640
2023-04-14 02:50:20,159 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 02:50:20,233 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 02:50:20,305 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 02:50:20,380 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-14 02:50:20,455 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.645
2023-04-14 02:50:20,532 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-14 02:50:20,600 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.646
2023-04-14 02:50:20,675 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-14 02:50:20,749 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.645
2023-04-14 02:50:20,826 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-14 02:50:20,906 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.647
2023-04-14 02:50:20,984 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:50:21,063 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 02:50:21,138 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 02:50:21,218 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.644
2023-04-14 02:50:21,291 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 02:50:21,364 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 02:50:21,439 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 02:50:21,512 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.645
2023-04-14 02:50:21,590 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 02:50:21,666 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 02:50:21,740 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 02:50:21,814 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 02:50:21,884 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 02:50:21,955 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 02:50:22,027 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 02:50:22,098 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 02:50:22,168 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-14 02:50:22,238 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 02:50:22,310 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 02:50:22,388 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 02:50:22,469 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 02:50:22,551 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 02:50:22,631 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.636
2023-04-14 02:50:22,707 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 02:50:22,781 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 02:50:22,855 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 02:50:22,930 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-14 02:50:23,004 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-14 02:50:23,079 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-14 02:50:23,156 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.641
2023-04-14 02:50:23,235 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-14 02:50:23,308 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 02:50:23,383 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.640
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2023-04-14 02:50:23,532 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.640
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2023-04-14 02:50:23,678 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.640
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2023-04-14 02:50:23,823 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 02:50:23,896 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 02:50:23,970 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 02:50:24,044 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 02:50:24,120 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 02:50:24,193 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 02:50:24,267 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 02:50:24,337 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 02:50:24,411 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 02:50:24,485 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 02:50:24,555 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 02:50:24,624 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 02:50:24,694 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 02:50:24,764 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 02:50:24,835 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 02:50:24,906 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 02:50:24,987 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 02:50:25,063 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.642
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2023-04-14 02:50:25,214 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.932, mIoU: 0.641
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2023-04-14 02:50:25,360 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-14 02:50:25,433 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.932, mIoU: 0.640
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2023-04-14 02:50:25,576 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 02:50:25,649 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:50:25,719 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:50:25,792 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 02:50:25,867 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 02:50:25,942 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.932, mIoU: 0.639
2023-04-14 02:50:26,022 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:50:26,098 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 02:50:26,176 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 02:50:26,254 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 02:50:26,330 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 02:50:26,404 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.933, mIoU: 0.639
2023-04-14 02:50:26,477 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:50:26,553 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:50:26,632 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:50:26,710 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:50:26,788 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:50:26,860 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:50:26,934 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.933, mIoU: 0.638
2023-04-14 02:50:27,005 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.933, mIoU: 0.638
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2023-04-14 02:50:27,148 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-14 02:50:27,221 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-14 02:50:27,293 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-14 02:50:27,371 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.934, mIoU: 0.638
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2023-04-14 02:50:27,534 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-14 02:50:27,615 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-14 02:50:27,693 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-14 02:50:27,771 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-14 02:50:27,846 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.934, mIoU: 0.639
2023-04-14 02:50:27,919 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.934, mIoU: 0.639
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2023-04-14 02:50:28,070 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.934, mIoU: 0.638
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2023-04-14 02:50:28,369 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.934, mIoU: 0.638
2023-04-14 02:50:28,443 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.934, mIoU: 0.639
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2023-04-14 02:50:28,593 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.935, mIoU: 0.639
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2023-04-14 02:50:29,945 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.936, mIoU: 0.635
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2023-04-14 02:50:30,353 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.937, mIoU: 0.636
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2023-04-14 02:50:30,559 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.936, mIoU: 0.634
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2023-04-14 02:50:31,344 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.634
2023-04-14 02:50:31,416 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.936, mIoU: 0.634
2023-04-14 02:50:31,487 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.635
2023-04-14 02:50:31,558 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.936, mIoU: 0.635
2023-04-14 02:50:31,628 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.636
2023-04-14 02:50:31,696 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.634
2023-04-14 02:50:31,761 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.936, mIoU: 0.634
2023-04-14 02:50:31,830 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.936, mIoU: 0.634
2023-04-14 02:50:31,898 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.634
2023-04-14 02:50:32,618 semantic_segmentation INFO: Overall validation pixAcc: 94.097, mIoU: 63.895
2023-04-14 02:50:37,565 semantic_segmentation INFO: Iters: 21610/40000 || Lr: 0.009989 || Task Loss: 0.3909 || KD Loss: 0.0000|| Cost Time: 3:13:49 || Estimated Time: 2:44:56
2023-04-14 02:50:42,307 semantic_segmentation INFO: Iters: 21620/40000 || Lr: 0.009984 || Task Loss: 0.2856 || KD Loss: 0.0000|| Cost Time: 3:13:54 || Estimated Time: 2:44:50
2023-04-14 02:50:47,057 semantic_segmentation INFO: Iters: 21630/40000 || Lr: 0.009979 || Task Loss: 0.4891 || KD Loss: 0.0000|| Cost Time: 3:13:59 || Estimated Time: 2:44:44
2023-04-14 02:50:51,837 semantic_segmentation INFO: Iters: 21640/40000 || Lr: 0.009974 || Task Loss: 0.3321 || KD Loss: 0.0000|| Cost Time: 3:14:04 || Estimated Time: 2:44:38
2023-04-14 02:50:56,617 semantic_segmentation INFO: Iters: 21650/40000 || Lr: 0.009969 || Task Loss: 0.2918 || KD Loss: 0.0000|| Cost Time: 3:14:08 || Estimated Time: 2:44:33
2023-04-14 02:51:01,407 semantic_segmentation INFO: Iters: 21660/40000 || Lr: 0.009965 || Task Loss: 0.2720 || KD Loss: 0.0000|| Cost Time: 3:14:13 || Estimated Time: 2:44:27
2023-04-14 02:51:06,184 semantic_segmentation INFO: Iters: 21670/40000 || Lr: 0.009960 || Task Loss: 0.3570 || KD Loss: 0.0000|| Cost Time: 3:14:18 || Estimated Time: 2:44:21
2023-04-14 02:51:10,973 semantic_segmentation INFO: Iters: 21680/40000 || Lr: 0.009955 || Task Loss: 0.3075 || KD Loss: 0.0000|| Cost Time: 3:14:23 || Estimated Time: 2:44:15
2023-04-14 02:51:15,750 semantic_segmentation INFO: Iters: 21690/40000 || Lr: 0.009950 || Task Loss: 0.3463 || KD Loss: 0.0000|| Cost Time: 3:14:28 || Estimated Time: 2:44:09
2023-04-14 02:51:20,522 semantic_segmentation INFO: Iters: 21700/40000 || Lr: 0.009945 || Task Loss: 0.3472 || KD Loss: 0.0000|| Cost Time: 3:14:32 || Estimated Time: 2:44:03
2023-04-14 02:51:25,279 semantic_segmentation INFO: Iters: 21710/40000 || Lr: 0.009940 || Task Loss: 0.4622 || KD Loss: 0.0000|| Cost Time: 3:14:37 || Estimated Time: 2:43:57
2023-04-14 02:51:30,016 semantic_segmentation INFO: Iters: 21720/40000 || Lr: 0.009936 || Task Loss: 0.3074 || KD Loss: 0.0000|| Cost Time: 3:14:42 || Estimated Time: 2:43:51
2023-04-14 02:51:34,796 semantic_segmentation INFO: Iters: 21730/40000 || Lr: 0.009931 || Task Loss: 0.2863 || KD Loss: 0.0000|| Cost Time: 3:14:47 || Estimated Time: 2:43:45
2023-04-14 02:51:39,573 semantic_segmentation INFO: Iters: 21740/40000 || Lr: 0.009926 || Task Loss: 0.2940 || KD Loss: 0.0000|| Cost Time: 3:14:51 || Estimated Time: 2:43:40
2023-04-14 02:51:44,407 semantic_segmentation INFO: Iters: 21750/40000 || Lr: 0.009921 || Task Loss: 0.3267 || KD Loss: 0.0000|| Cost Time: 3:14:56 || Estimated Time: 2:43:34
2023-04-14 02:51:49,191 semantic_segmentation INFO: Iters: 21760/40000 || Lr: 0.009916 || Task Loss: 0.3402 || KD Loss: 0.0000|| Cost Time: 3:15:01 || Estimated Time: 2:43:28
2023-04-14 02:51:53,960 semantic_segmentation INFO: Iters: 21770/40000 || Lr: 0.009911 || Task Loss: 0.2499 || KD Loss: 0.0000|| Cost Time: 3:15:06 || Estimated Time: 2:43:22
2023-04-14 02:51:58,716 semantic_segmentation INFO: Iters: 21780/40000 || Lr: 0.009907 || Task Loss: 0.3317 || KD Loss: 0.0000|| Cost Time: 3:15:10 || Estimated Time: 2:43:16
2023-04-14 02:52:03,502 semantic_segmentation INFO: Iters: 21790/40000 || Lr: 0.009902 || Task Loss: 0.2568 || KD Loss: 0.0000|| Cost Time: 3:15:15 || Estimated Time: 2:43:10
2023-04-14 02:52:08,242 semantic_segmentation INFO: Iters: 21800/40000 || Lr: 0.009897 || Task Loss: 0.5595 || KD Loss: 0.0000|| Cost Time: 3:15:20 || Estimated Time: 2:43:04
2023-04-14 02:52:13,032 semantic_segmentation INFO: Iters: 21810/40000 || Lr: 0.009892 || Task Loss: 0.2643 || KD Loss: 0.0000|| Cost Time: 3:15:25 || Estimated Time: 2:42:58
2023-04-14 02:52:17,822 semantic_segmentation INFO: Iters: 21820/40000 || Lr: 0.009887 || Task Loss: 0.1938 || KD Loss: 0.0000|| Cost Time: 3:15:30 || Estimated Time: 2:42:53
2023-04-14 02:52:22,584 semantic_segmentation INFO: Iters: 21830/40000 || Lr: 0.009882 || Task Loss: 0.2308 || KD Loss: 0.0000|| Cost Time: 3:15:34 || Estimated Time: 2:42:47
2023-04-14 02:52:27,358 semantic_segmentation INFO: Iters: 21840/40000 || Lr: 0.009877 || Task Loss: 0.4320 || KD Loss: 0.0000|| Cost Time: 3:15:39 || Estimated Time: 2:42:41
2023-04-14 02:52:32,151 semantic_segmentation INFO: Iters: 21850/40000 || Lr: 0.009873 || Task Loss: 0.3050 || KD Loss: 0.0000|| Cost Time: 3:15:44 || Estimated Time: 2:42:35
2023-04-14 02:52:36,888 semantic_segmentation INFO: Iters: 21860/40000 || Lr: 0.009868 || Task Loss: 0.2401 || KD Loss: 0.0000|| Cost Time: 3:15:49 || Estimated Time: 2:42:29
2023-04-14 02:52:41,628 semantic_segmentation INFO: Iters: 21870/40000 || Lr: 0.009863 || Task Loss: 0.2861 || KD Loss: 0.0000|| Cost Time: 3:15:53 || Estimated Time: 2:42:23
2023-04-14 02:52:46,415 semantic_segmentation INFO: Iters: 21880/40000 || Lr: 0.009858 || Task Loss: 0.3854 || KD Loss: 0.0000|| Cost Time: 3:15:58 || Estimated Time: 2:42:17
2023-04-14 02:52:51,208 semantic_segmentation INFO: Iters: 21890/40000 || Lr: 0.009853 || Task Loss: 0.2448 || KD Loss: 0.0000|| Cost Time: 3:16:03 || Estimated Time: 2:42:11
2023-04-14 02:52:55,979 semantic_segmentation INFO: Iters: 21900/40000 || Lr: 0.009848 || Task Loss: 0.2447 || KD Loss: 0.0000|| Cost Time: 3:16:08 || Estimated Time: 2:42:06
2023-04-14 02:53:00,762 semantic_segmentation INFO: Iters: 21910/40000 || Lr: 0.009844 || Task Loss: 0.2799 || KD Loss: 0.0000|| Cost Time: 3:16:13 || Estimated Time: 2:42:00
2023-04-14 02:53:05,540 semantic_segmentation INFO: Iters: 21920/40000 || Lr: 0.009839 || Task Loss: 0.2252 || KD Loss: 0.0000|| Cost Time: 3:16:17 || Estimated Time: 2:41:54
2023-04-14 02:53:10,306 semantic_segmentation INFO: Iters: 21930/40000 || Lr: 0.009834 || Task Loss: 0.3504 || KD Loss: 0.0000|| Cost Time: 3:16:22 || Estimated Time: 2:41:48
2023-04-14 02:53:15,077 semantic_segmentation INFO: Iters: 21940/40000 || Lr: 0.009829 || Task Loss: 0.3080 || KD Loss: 0.0000|| Cost Time: 3:16:27 || Estimated Time: 2:41:42
2023-04-14 02:53:19,898 semantic_segmentation INFO: Iters: 21950/40000 || Lr: 0.009824 || Task Loss: 0.2568 || KD Loss: 0.0000|| Cost Time: 3:16:32 || Estimated Time: 2:41:36
2023-04-14 02:53:24,636 semantic_segmentation INFO: Iters: 21960/40000 || Lr: 0.009819 || Task Loss: 0.2461 || KD Loss: 0.0000|| Cost Time: 3:16:36 || Estimated Time: 2:41:30
2023-04-14 02:53:29,423 semantic_segmentation INFO: Iters: 21970/40000 || Lr: 0.009814 || Task Loss: 0.1862 || KD Loss: 0.0000|| Cost Time: 3:16:41 || Estimated Time: 2:41:25
2023-04-14 02:53:34,208 semantic_segmentation INFO: Iters: 21980/40000 || Lr: 0.009810 || Task Loss: 0.2101 || KD Loss: 0.0000|| Cost Time: 3:16:46 || Estimated Time: 2:41:19
2023-04-14 02:53:38,970 semantic_segmentation INFO: Iters: 21990/40000 || Lr: 0.009805 || Task Loss: 0.3504 || KD Loss: 0.0000|| Cost Time: 3:16:51 || Estimated Time: 2:41:13
2023-04-14 02:53:43,749 semantic_segmentation INFO: Iters: 22000/40000 || Lr: 0.009800 || Task Loss: 0.2098 || KD Loss: 0.0000|| Cost Time: 3:16:56 || Estimated Time: 2:41:07
2023-04-14 02:53:44,055 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:53:46,879 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.397
2023-04-14 02:53:46,972 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.465
2023-04-14 02:53:47,059 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.471
2023-04-14 02:53:47,144 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.495
2023-04-14 02:53:47,224 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.485
2023-04-14 02:53:47,309 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.492
2023-04-14 02:53:47,384 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.504
2023-04-14 02:53:47,470 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.522
2023-04-14 02:53:47,542 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.530
2023-04-14 02:53:47,612 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.574
2023-04-14 02:53:47,683 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.571
2023-04-14 02:53:47,757 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.598
2023-04-14 02:53:47,835 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.601
2023-04-14 02:53:47,911 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.595
2023-04-14 02:53:47,987 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.591
2023-04-14 02:53:48,075 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.940, mIoU: 0.584
2023-04-14 02:53:48,147 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.589
2023-04-14 02:53:48,218 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.588
2023-04-14 02:53:48,291 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.596
2023-04-14 02:53:48,364 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.601
2023-04-14 02:53:48,434 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.605
2023-04-14 02:53:48,510 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.632
2023-04-14 02:53:48,588 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.633
2023-04-14 02:53:48,666 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.638
2023-04-14 02:53:48,741 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.651
2023-04-14 02:53:48,815 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.653
2023-04-14 02:53:48,890 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.652
2023-04-14 02:53:48,964 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 02:53:49,036 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 02:53:49,108 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.637
2023-04-14 02:53:49,181 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.635
2023-04-14 02:53:49,250 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.634
2023-04-14 02:53:49,324 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.636
2023-04-14 02:53:49,403 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.637
2023-04-14 02:53:49,481 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.639
2023-04-14 02:53:49,554 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.639
2023-04-14 02:53:49,626 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.638
2023-04-14 02:53:49,700 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.637
2023-04-14 02:53:49,771 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.641
2023-04-14 02:53:49,845 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.641
2023-04-14 02:53:49,915 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 02:53:49,987 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.642
2023-04-14 02:53:50,059 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.642
2023-04-14 02:53:50,129 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.643
2023-04-14 02:53:50,202 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.642
2023-04-14 02:53:50,272 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.643
2023-04-14 02:53:50,348 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.642
2023-04-14 02:53:50,426 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.641
2023-04-14 02:53:50,503 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.645
2023-04-14 02:53:50,579 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.647
2023-04-14 02:53:50,659 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.648
2023-04-14 02:53:50,733 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-14 02:53:50,804 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-14 02:53:50,875 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.654
2023-04-14 02:53:50,951 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.654
2023-04-14 02:53:51,025 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-14 02:53:51,095 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.659
2023-04-14 02:53:51,173 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.665
2023-04-14 02:53:51,256 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-14 02:53:51,337 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.667
2023-04-14 02:53:51,411 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-14 02:53:51,488 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-14 02:53:51,569 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.668
2023-04-14 02:53:51,640 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-14 02:53:51,714 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-14 02:53:51,789 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.671
2023-04-14 02:53:51,869 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-14 02:53:51,947 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.672
2023-04-14 02:53:52,022 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-14 02:53:52,094 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-14 02:53:52,167 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.670
2023-04-14 02:53:52,239 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-14 02:53:52,308 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-14 02:53:52,381 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-14 02:53:52,454 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.670
2023-04-14 02:53:52,524 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.669
2023-04-14 02:53:52,597 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-14 02:53:52,671 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-14 02:53:52,745 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.668
2023-04-14 02:53:52,825 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-14 02:53:52,902 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 02:53:52,977 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 02:53:53,056 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-14 02:53:53,127 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.669
2023-04-14 02:53:53,199 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.666
2023-04-14 02:53:53,268 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.666
2023-04-14 02:53:53,339 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.667
2023-04-14 02:53:53,411 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.667
2023-04-14 02:53:53,485 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.667
2023-04-14 02:53:53,559 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.666
2023-04-14 02:53:53,637 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.667
2023-04-14 02:53:53,715 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-14 02:53:53,795 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.653
2023-04-14 02:53:53,870 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 02:53:53,944 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 02:53:54,018 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 02:53:54,089 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.654
2023-04-14 02:53:54,160 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.652
2023-04-14 02:53:54,232 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 02:53:54,307 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.653
2023-04-14 02:53:54,385 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.652
2023-04-14 02:53:54,461 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:54,538 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-14 02:53:54,619 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-14 02:53:54,691 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:54,767 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:54,841 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 02:53:54,914 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:54,984 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:55,057 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:55,133 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:55,208 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:55,284 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:55,364 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.650
2023-04-14 02:53:55,443 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 02:53:55,520 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 02:53:55,593 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 02:53:55,672 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 02:53:55,747 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 02:53:55,822 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 02:53:55,896 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 02:53:55,972 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 02:53:56,045 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 02:53:56,121 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 02:53:56,193 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 02:53:56,267 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 02:53:56,339 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-14 02:53:56,412 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-14 02:53:56,487 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.649
2023-04-14 02:53:56,564 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.650
2023-04-14 02:53:56,644 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 02:53:56,717 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 02:53:56,791 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.649
2023-04-14 02:53:56,865 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:53:56,940 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:53:57,013 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:53:57,088 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:53:57,161 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:53:57,235 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 02:53:57,313 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:57,385 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:57,464 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:57,542 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 02:53:57,615 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 02:53:57,688 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.649
2023-04-14 02:53:57,764 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:57,836 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:57,911 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:57,985 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:58,062 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.650
2023-04-14 02:53:58,141 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:58,218 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:58,292 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:58,368 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:58,442 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:58,513 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:58,585 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:58,658 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.931, mIoU: 0.651
2023-04-14 02:53:58,729 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-14 02:53:58,800 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.651
2023-04-14 02:53:58,874 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.932, mIoU: 0.650
2023-04-14 02:53:58,947 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:53:59,025 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:53:59,102 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:53:59,174 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 02:53:59,249 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 02:53:59,323 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:53:59,400 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:53:59,473 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:53:59,545 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:53:59,616 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:53:59,690 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:53:59,765 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-14 02:53:59,843 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-14 02:53:59,920 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-14 02:53:59,998 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-14 02:54:00,077 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:54:00,153 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:54:00,229 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:54:00,300 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:54:00,373 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.932, mIoU: 0.648
2023-04-14 02:54:00,447 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-14 02:54:00,521 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-14 02:54:00,596 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-14 02:54:00,674 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-14 02:54:00,752 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-14 02:54:00,829 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-14 02:54:00,906 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.933, mIoU: 0.647
2023-04-14 02:54:00,983 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.933, mIoU: 0.648
2023-04-14 02:54:01,054 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.934, mIoU: 0.648
2023-04-14 02:54:01,131 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.934, mIoU: 0.649
2023-04-14 02:54:01,203 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.934, mIoU: 0.648
2023-04-14 02:54:01,282 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-14 02:54:01,358 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-14 02:54:01,432 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-14 02:54:01,504 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-14 02:54:01,579 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.934, mIoU: 0.651
2023-04-14 02:54:01,650 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-14 02:54:01,720 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-14 02:54:01,791 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.934, mIoU: 0.650
2023-04-14 02:54:01,867 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.934, mIoU: 0.652
2023-04-14 02:54:01,935 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-14 02:54:02,007 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.934, mIoU: 0.653
2023-04-14 02:54:02,079 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,151 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,227 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,307 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,388 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,466 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,544 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,622 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,696 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,769 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,844 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.935, mIoU: 0.652
2023-04-14 02:54:02,919 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-14 02:54:02,994 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-14 02:54:03,071 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.936, mIoU: 0.652
2023-04-14 02:54:03,144 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.936, mIoU: 0.653
2023-04-14 02:54:03,216 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.936, mIoU: 0.653
2023-04-14 02:54:03,287 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.936, mIoU: 0.653
2023-04-14 02:54:03,354 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:54:03,421 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:54:03,487 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:54:03,553 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.936, mIoU: 0.655
2023-04-14 02:54:03,618 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.937, mIoU: 0.655
2023-04-14 02:54:03,682 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.937, mIoU: 0.655
2023-04-14 02:54:03,745 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.937, mIoU: 0.656
2023-04-14 02:54:03,809 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.937, mIoU: 0.655
2023-04-14 02:54:03,871 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:54:03,934 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:54:03,996 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.935, mIoU: 0.649
2023-04-14 02:54:04,059 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.935, mIoU: 0.649
2023-04-14 02:54:04,126 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.935, mIoU: 0.649
2023-04-14 02:54:04,193 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.935, mIoU: 0.650
2023-04-14 02:54:04,260 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.935, mIoU: 0.649
2023-04-14 02:54:04,326 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:54:04,391 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:54:04,458 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:54:04,523 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:54:04,588 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:54:04,654 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:54:04,719 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:54:04,780 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 02:54:04,844 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:54:04,909 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:54:04,972 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.936, mIoU: 0.651
2023-04-14 02:54:05,034 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.651
2023-04-14 02:54:05,099 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:54:05,172 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:54:05,243 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 02:54:06,114 semantic_segmentation INFO: Overall validation pixAcc: 94.371, mIoU: 65.957
2023-04-14 02:54:11,125 semantic_segmentation INFO: Iters: 22010/40000 || Lr: 0.009795 || Task Loss: 0.2866 || KD Loss: 0.0000|| Cost Time: 3:17:23 || Estimated Time: 2:41:20
2023-04-14 02:54:15,887 semantic_segmentation INFO: Iters: 22020/40000 || Lr: 0.009790 || Task Loss: 0.3058 || KD Loss: 0.0000|| Cost Time: 3:17:28 || Estimated Time: 2:41:14
2023-04-14 02:54:20,674 semantic_segmentation INFO: Iters: 22030/40000 || Lr: 0.009785 || Task Loss: 0.3325 || KD Loss: 0.0000|| Cost Time: 3:17:32 || Estimated Time: 2:41:08
2023-04-14 02:54:25,459 semantic_segmentation INFO: Iters: 22040/40000 || Lr: 0.009780 || Task Loss: 0.3703 || KD Loss: 0.0000|| Cost Time: 3:17:37 || Estimated Time: 2:41:02
2023-04-14 02:54:30,243 semantic_segmentation INFO: Iters: 22050/40000 || Lr: 0.009776 || Task Loss: 0.3369 || KD Loss: 0.0000|| Cost Time: 3:17:42 || Estimated Time: 2:40:56
2023-04-14 02:54:35,023 semantic_segmentation INFO: Iters: 22060/40000 || Lr: 0.009771 || Task Loss: 0.2746 || KD Loss: 0.0000|| Cost Time: 3:17:47 || Estimated Time: 2:40:50
2023-04-14 02:54:39,758 semantic_segmentation INFO: Iters: 22070/40000 || Lr: 0.009766 || Task Loss: 0.2798 || KD Loss: 0.0000|| Cost Time: 3:17:52 || Estimated Time: 2:40:44
2023-04-14 02:54:44,533 semantic_segmentation INFO: Iters: 22080/40000 || Lr: 0.009761 || Task Loss: 0.3083 || KD Loss: 0.0000|| Cost Time: 3:17:56 || Estimated Time: 2:40:38
2023-04-14 02:54:49,300 semantic_segmentation INFO: Iters: 22090/40000 || Lr: 0.009756 || Task Loss: 0.2867 || KD Loss: 0.0000|| Cost Time: 3:18:01 || Estimated Time: 2:40:33
2023-04-14 02:54:54,078 semantic_segmentation INFO: Iters: 22100/40000 || Lr: 0.009751 || Task Loss: 0.4214 || KD Loss: 0.0000|| Cost Time: 3:18:06 || Estimated Time: 2:40:27
2023-04-14 02:54:58,844 semantic_segmentation INFO: Iters: 22110/40000 || Lr: 0.009747 || Task Loss: 0.4276 || KD Loss: 0.0000|| Cost Time: 3:18:11 || Estimated Time: 2:40:21
2023-04-14 02:55:03,636 semantic_segmentation INFO: Iters: 22120/40000 || Lr: 0.009742 || Task Loss: 0.2688 || KD Loss: 0.0000|| Cost Time: 3:18:15 || Estimated Time: 2:40:15
2023-04-14 02:55:08,438 semantic_segmentation INFO: Iters: 22130/40000 || Lr: 0.009737 || Task Loss: 0.2728 || KD Loss: 0.0000|| Cost Time: 3:18:20 || Estimated Time: 2:40:09
2023-04-14 02:55:13,196 semantic_segmentation INFO: Iters: 22140/40000 || Lr: 0.009732 || Task Loss: 0.2713 || KD Loss: 0.0000|| Cost Time: 3:18:25 || Estimated Time: 2:40:03
2023-04-14 02:55:18,007 semantic_segmentation INFO: Iters: 22150/40000 || Lr: 0.009727 || Task Loss: 0.2809 || KD Loss: 0.0000|| Cost Time: 3:18:30 || Estimated Time: 2:39:57
2023-04-14 02:55:22,814 semantic_segmentation INFO: Iters: 22160/40000 || Lr: 0.009722 || Task Loss: 0.3531 || KD Loss: 0.0000|| Cost Time: 3:18:35 || Estimated Time: 2:39:52
2023-04-14 02:55:27,626 semantic_segmentation INFO: Iters: 22170/40000 || Lr: 0.009717 || Task Loss: 0.2041 || KD Loss: 0.0000|| Cost Time: 3:18:39 || Estimated Time: 2:39:46
2023-04-14 02:55:32,438 semantic_segmentation INFO: Iters: 22180/40000 || Lr: 0.009713 || Task Loss: 0.2616 || KD Loss: 0.0000|| Cost Time: 3:18:44 || Estimated Time: 2:39:40
2023-04-14 02:55:37,245 semantic_segmentation INFO: Iters: 22190/40000 || Lr: 0.009708 || Task Loss: 0.1943 || KD Loss: 0.0000|| Cost Time: 3:18:49 || Estimated Time: 2:39:34
2023-04-14 02:55:41,996 semantic_segmentation INFO: Iters: 22200/40000 || Lr: 0.009703 || Task Loss: 0.2732 || KD Loss: 0.0000|| Cost Time: 3:18:54 || Estimated Time: 2:39:28
2023-04-14 02:55:46,788 semantic_segmentation INFO: Iters: 22210/40000 || Lr: 0.009698 || Task Loss: 0.2202 || KD Loss: 0.0000|| Cost Time: 3:18:59 || Estimated Time: 2:39:22
2023-04-14 02:55:51,577 semantic_segmentation INFO: Iters: 22220/40000 || Lr: 0.009693 || Task Loss: 0.2481 || KD Loss: 0.0000|| Cost Time: 3:19:03 || Estimated Time: 2:39:17
2023-04-14 02:55:56,396 semantic_segmentation INFO: Iters: 22230/40000 || Lr: 0.009688 || Task Loss: 0.2726 || KD Loss: 0.0000|| Cost Time: 3:19:08 || Estimated Time: 2:39:11
2023-04-14 02:56:01,171 semantic_segmentation INFO: Iters: 22240/40000 || Lr: 0.009683 || Task Loss: 0.4347 || KD Loss: 0.0000|| Cost Time: 3:19:13 || Estimated Time: 2:39:05
2023-04-14 02:56:05,985 semantic_segmentation INFO: Iters: 22250/40000 || Lr: 0.009679 || Task Loss: 0.2689 || KD Loss: 0.0000|| Cost Time: 3:19:18 || Estimated Time: 2:38:59
2023-04-14 02:56:10,745 semantic_segmentation INFO: Iters: 22260/40000 || Lr: 0.009674 || Task Loss: 0.4610 || KD Loss: 0.0000|| Cost Time: 3:19:23 || Estimated Time: 2:38:53
2023-04-14 02:56:15,594 semantic_segmentation INFO: Iters: 22270/40000 || Lr: 0.009669 || Task Loss: 0.3575 || KD Loss: 0.0000|| Cost Time: 3:19:27 || Estimated Time: 2:38:47
2023-04-14 02:56:20,376 semantic_segmentation INFO: Iters: 22280/40000 || Lr: 0.009664 || Task Loss: 0.2192 || KD Loss: 0.0000|| Cost Time: 3:19:32 || Estimated Time: 2:38:42
2023-04-14 02:56:25,177 semantic_segmentation INFO: Iters: 22290/40000 || Lr: 0.009659 || Task Loss: 0.2406 || KD Loss: 0.0000|| Cost Time: 3:19:37 || Estimated Time: 2:38:36
2023-04-14 02:56:30,000 semantic_segmentation INFO: Iters: 22300/40000 || Lr: 0.009654 || Task Loss: 0.2688 || KD Loss: 0.0000|| Cost Time: 3:19:42 || Estimated Time: 2:38:30
2023-04-14 02:56:34,808 semantic_segmentation INFO: Iters: 22310/40000 || Lr: 0.009649 || Task Loss: 0.6435 || KD Loss: 0.0000|| Cost Time: 3:19:47 || Estimated Time: 2:38:24
2023-04-14 02:56:39,615 semantic_segmentation INFO: Iters: 22320/40000 || Lr: 0.009645 || Task Loss: 0.4121 || KD Loss: 0.0000|| Cost Time: 3:19:51 || Estimated Time: 2:38:18
2023-04-14 02:56:44,417 semantic_segmentation INFO: Iters: 22330/40000 || Lr: 0.009640 || Task Loss: 0.3133 || KD Loss: 0.0000|| Cost Time: 3:19:56 || Estimated Time: 2:38:12
2023-04-14 02:56:49,196 semantic_segmentation INFO: Iters: 22340/40000 || Lr: 0.009635 || Task Loss: 0.4057 || KD Loss: 0.0000|| Cost Time: 3:20:01 || Estimated Time: 2:38:07
2023-04-14 02:56:53,960 semantic_segmentation INFO: Iters: 22350/40000 || Lr: 0.009630 || Task Loss: 0.2036 || KD Loss: 0.0000|| Cost Time: 3:20:06 || Estimated Time: 2:38:01
2023-04-14 02:56:58,816 semantic_segmentation INFO: Iters: 22360/40000 || Lr: 0.009625 || Task Loss: 0.3281 || KD Loss: 0.0000|| Cost Time: 3:20:11 || Estimated Time: 2:37:55
2023-04-14 02:57:03,611 semantic_segmentation INFO: Iters: 22370/40000 || Lr: 0.009620 || Task Loss: 0.2444 || KD Loss: 0.0000|| Cost Time: 3:20:15 || Estimated Time: 2:37:49
2023-04-14 02:57:08,435 semantic_segmentation INFO: Iters: 22380/40000 || Lr: 0.009615 || Task Loss: 0.2072 || KD Loss: 0.0000|| Cost Time: 3:20:20 || Estimated Time: 2:37:43
2023-04-14 02:57:13,294 semantic_segmentation INFO: Iters: 22390/40000 || Lr: 0.009611 || Task Loss: 0.2100 || KD Loss: 0.0000|| Cost Time: 3:20:25 || Estimated Time: 2:37:38
2023-04-14 02:57:18,119 semantic_segmentation INFO: Iters: 22400/40000 || Lr: 0.009606 || Task Loss: 0.2700 || KD Loss: 0.0000|| Cost Time: 3:20:30 || Estimated Time: 2:37:32
2023-04-14 02:57:18,441 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 02:57:21,137 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.908, mIoU: 0.364
2023-04-14 02:57:21,261 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.929, mIoU: 0.426
2023-04-14 02:57:21,368 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.934, mIoU: 0.440
2023-04-14 02:57:21,524 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.924, mIoU: 0.441
2023-04-14 02:57:21,614 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.928, mIoU: 0.437
2023-04-14 02:57:21,706 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.933, mIoU: 0.447
2023-04-14 02:57:21,784 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.931, mIoU: 0.464
2023-04-14 02:57:21,856 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.927, mIoU: 0.475
2023-04-14 02:57:21,928 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.927, mIoU: 0.475
2023-04-14 02:57:22,004 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.925, mIoU: 0.505
2023-04-14 02:57:22,073 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.924, mIoU: 0.509
2023-04-14 02:57:22,144 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.923, mIoU: 0.532
2023-04-14 02:57:22,215 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.923, mIoU: 0.539
2023-04-14 02:57:22,288 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.924, mIoU: 0.541
2023-04-14 02:57:22,360 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.918, mIoU: 0.526
2023-04-14 02:57:22,428 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.918, mIoU: 0.526
2023-04-14 02:57:22,500 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.918, mIoU: 0.524
2023-04-14 02:57:22,569 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.916, mIoU: 0.521
2023-04-14 02:57:22,638 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.917, mIoU: 0.533
2023-04-14 02:57:22,706 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.919, mIoU: 0.538
2023-04-14 02:57:22,779 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.920, mIoU: 0.542
2023-04-14 02:57:22,856 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.915, mIoU: 0.547
2023-04-14 02:57:22,929 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.914, mIoU: 0.548
2023-04-14 02:57:22,996 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.914, mIoU: 0.551
2023-04-14 02:57:23,066 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 02:57:23,138 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.913, mIoU: 0.566
2023-04-14 02:57:23,213 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.913, mIoU: 0.567
2023-04-14 02:57:23,287 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.565
2023-04-14 02:57:23,362 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.911, mIoU: 0.565
2023-04-14 02:57:23,437 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.909, mIoU: 0.556
2023-04-14 02:57:23,509 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.910, mIoU: 0.557
2023-04-14 02:57:23,585 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.907, mIoU: 0.551
2023-04-14 02:57:23,657 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.554
2023-04-14 02:57:23,731 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.909, mIoU: 0.555
2023-04-14 02:57:23,802 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.909, mIoU: 0.555
2023-04-14 02:57:23,876 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.909, mIoU: 0.555
2023-04-14 02:57:23,947 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.909, mIoU: 0.552
2023-04-14 02:57:24,018 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.908, mIoU: 0.550
2023-04-14 02:57:24,087 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.908, mIoU: 0.551
2023-04-14 02:57:24,158 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.551
2023-04-14 02:57:24,238 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.906, mIoU: 0.549
2023-04-14 02:57:24,321 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.906, mIoU: 0.546
2023-04-14 02:57:24,397 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.544
2023-04-14 02:57:24,470 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.546
2023-04-14 02:57:24,543 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.909, mIoU: 0.546
2023-04-14 02:57:24,619 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.908, mIoU: 0.545
2023-04-14 02:57:24,691 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.909, mIoU: 0.544
2023-04-14 02:57:24,762 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.540
2023-04-14 02:57:24,832 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.908, mIoU: 0.542
2023-04-14 02:57:24,905 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.909, mIoU: 0.545
2023-04-14 02:57:24,978 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.544
2023-04-14 02:57:25,054 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.905, mIoU: 0.534
2023-04-14 02:57:25,129 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.904, mIoU: 0.533
2023-04-14 02:57:25,205 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.904, mIoU: 0.536
2023-04-14 02:57:25,284 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.903, mIoU: 0.534
2023-04-14 02:57:25,362 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.902, mIoU: 0.532
2023-04-14 02:57:25,437 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.901, mIoU: 0.531
2023-04-14 02:57:25,514 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.902, mIoU: 0.535
2023-04-14 02:57:25,593 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.903, mIoU: 0.539
2023-04-14 02:57:25,670 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.903, mIoU: 0.538
2023-04-14 02:57:25,742 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.904, mIoU: 0.542
2023-04-14 02:57:25,821 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.903, mIoU: 0.541
2023-04-14 02:57:25,898 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.903, mIoU: 0.538
2023-04-14 02:57:25,975 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.903, mIoU: 0.542
2023-04-14 02:57:26,050 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.904, mIoU: 0.545
2023-04-14 02:57:26,130 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.903, mIoU: 0.544
2023-04-14 02:57:26,203 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.902, mIoU: 0.543
2023-04-14 02:57:26,276 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.902, mIoU: 0.540
2023-04-14 02:57:26,346 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.901, mIoU: 0.538
2023-04-14 02:57:26,420 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.902, mIoU: 0.537
2023-04-14 02:57:26,496 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.902, mIoU: 0.538
2023-04-14 02:57:26,572 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.903, mIoU: 0.538
2023-04-14 02:57:26,649 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.903, mIoU: 0.538
2023-04-14 02:57:26,724 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.903, mIoU: 0.537
2023-04-14 02:57:26,797 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.902, mIoU: 0.536
2023-04-14 02:57:26,868 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.902, mIoU: 0.537
2023-04-14 02:57:26,938 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.903, mIoU: 0.537
2023-04-14 02:57:27,011 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.903, mIoU: 0.537
2023-04-14 02:57:27,081 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.902, mIoU: 0.534
2023-04-14 02:57:27,153 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.902, mIoU: 0.535
2023-04-14 02:57:27,224 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.903, mIoU: 0.537
2023-04-14 02:57:27,293 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.902, mIoU: 0.537
2023-04-14 02:57:27,366 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.902, mIoU: 0.535
2023-04-14 02:57:27,438 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.901, mIoU: 0.532
2023-04-14 02:57:27,515 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.899, mIoU: 0.527
2023-04-14 02:57:27,591 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.899, mIoU: 0.527
2023-04-14 02:57:27,667 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.899, mIoU: 0.528
2023-04-14 02:57:27,744 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.899, mIoU: 0.526
2023-04-14 02:57:27,823 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.899, mIoU: 0.524
2023-04-14 02:57:27,899 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.897, mIoU: 0.522
2023-04-14 02:57:27,973 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.896, mIoU: 0.520
2023-04-14 02:57:28,046 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.896, mIoU: 0.530
2023-04-14 02:57:28,119 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.896, mIoU: 0.530
2023-04-14 02:57:28,191 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.896, mIoU: 0.530
2023-04-14 02:57:28,267 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.897, mIoU: 0.530
2023-04-14 02:57:28,340 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.897, mIoU: 0.531
2023-04-14 02:57:28,416 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.897, mIoU: 0.531
2023-04-14 02:57:28,490 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.897, mIoU: 0.531
2023-04-14 02:57:28,564 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.897, mIoU: 0.532
2023-04-14 02:57:28,641 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.897, mIoU: 0.533
2023-04-14 02:57:28,711 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.895, mIoU: 0.531
2023-04-14 02:57:28,785 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.895, mIoU: 0.531
2023-04-14 02:57:28,857 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.895, mIoU: 0.531
2023-04-14 02:57:28,928 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.895, mIoU: 0.531
2023-04-14 02:57:28,999 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.895, mIoU: 0.530
2023-04-14 02:57:29,067 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.895, mIoU: 0.529
2023-04-14 02:57:29,143 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.895, mIoU: 0.529
2023-04-14 02:57:29,218 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.896, mIoU: 0.530
2023-04-14 02:57:29,292 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.896, mIoU: 0.530
2023-04-14 02:57:29,373 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.895, mIoU: 0.528
2023-04-14 02:57:29,451 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.895, mIoU: 0.529
2023-04-14 02:57:29,531 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.895, mIoU: 0.529
2023-04-14 02:57:29,609 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.895, mIoU: 0.527
2023-04-14 02:57:29,685 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.894, mIoU: 0.525
2023-04-14 02:57:29,760 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.895, mIoU: 0.525
2023-04-14 02:57:29,833 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.895, mIoU: 0.525
2023-04-14 02:57:29,907 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.895, mIoU: 0.528
2023-04-14 02:57:29,983 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.895, mIoU: 0.529
2023-04-14 02:57:30,062 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.895, mIoU: 0.529
2023-04-14 02:57:30,144 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.894, mIoU: 0.528
2023-04-14 02:57:30,217 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.895, mIoU: 0.528
2023-04-14 02:57:30,289 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.895, mIoU: 0.528
2023-04-14 02:57:30,363 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.895, mIoU: 0.528
2023-04-14 02:57:30,436 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.895, mIoU: 0.530
2023-04-14 02:57:30,514 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.895, mIoU: 0.529
2023-04-14 02:57:30,591 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.895, mIoU: 0.531
2023-04-14 02:57:30,664 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.895, mIoU: 0.532
2023-04-14 02:57:30,741 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.895, mIoU: 0.533
2023-04-14 02:57:30,818 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.896, mIoU: 0.534
2023-04-14 02:57:30,902 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.896, mIoU: 0.534
2023-04-14 02:57:30,977 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.896, mIoU: 0.533
2023-04-14 02:57:31,050 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.896, mIoU: 0.533
2023-04-14 02:57:31,123 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.897, mIoU: 0.533
2023-04-14 02:57:31,197 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.897, mIoU: 0.533
2023-04-14 02:57:31,273 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.898, mIoU: 0.535
2023-04-14 02:57:31,348 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.898, mIoU: 0.535
2023-04-14 02:57:31,424 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.899, mIoU: 0.535
2023-04-14 02:57:31,499 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.898, mIoU: 0.536
2023-04-14 02:57:31,575 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.898, mIoU: 0.537
2023-04-14 02:57:31,650 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.898, mIoU: 0.536
2023-04-14 02:57:31,729 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.897, mIoU: 0.535
2023-04-14 02:57:31,803 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.898, mIoU: 0.535
2023-04-14 02:57:31,873 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.898, mIoU: 0.535
2023-04-14 02:57:31,949 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.898, mIoU: 0.534
2023-04-14 02:57:32,032 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.898, mIoU: 0.534
2023-04-14 02:57:32,109 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.898, mIoU: 0.538
2023-04-14 02:57:32,185 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.899, mIoU: 0.538
2023-04-14 02:57:32,259 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.899, mIoU: 0.538
2023-04-14 02:57:32,334 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.899, mIoU: 0.538
2023-04-14 02:57:32,408 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.899, mIoU: 0.539
2023-04-14 02:57:32,480 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.899, mIoU: 0.540
2023-04-14 02:57:32,553 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.900, mIoU: 0.540
2023-04-14 02:57:32,626 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.899, mIoU: 0.541
2023-04-14 02:57:32,707 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.900, mIoU: 0.541
2023-04-14 02:57:32,787 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.899, mIoU: 0.541
2023-04-14 02:57:32,861 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.900, mIoU: 0.542
2023-04-14 02:57:32,935 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.900, mIoU: 0.541
2023-04-14 02:57:33,010 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.899, mIoU: 0.540
2023-04-14 02:57:33,081 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.899, mIoU: 0.539
2023-04-14 02:57:33,152 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.899, mIoU: 0.539
2023-04-14 02:57:33,222 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.899, mIoU: 0.537
2023-04-14 02:57:33,293 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.898, mIoU: 0.537
2023-04-14 02:57:33,364 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.898, mIoU: 0.537
2023-04-14 02:57:33,436 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.898, mIoU: 0.537
2023-04-14 02:57:33,507 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.898, mIoU: 0.536
2023-04-14 02:57:33,582 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.898, mIoU: 0.536
2023-04-14 02:57:33,661 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.899, mIoU: 0.537
2023-04-14 02:57:33,740 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.899, mIoU: 0.537
2023-04-14 02:57:33,820 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.899, mIoU: 0.537
2023-04-14 02:57:33,895 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.899, mIoU: 0.538
2023-04-14 02:57:33,972 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.900, mIoU: 0.538
2023-04-14 02:57:34,046 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.899, mIoU: 0.536
2023-04-14 02:57:34,118 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.899, mIoU: 0.536
2023-04-14 02:57:34,188 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.899, mIoU: 0.536
2023-04-14 02:57:34,259 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.899, mIoU: 0.535
2023-04-14 02:57:34,333 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.899, mIoU: 0.535
2023-04-14 02:57:34,408 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.898, mIoU: 0.535
2023-04-14 02:57:34,482 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.898, mIoU: 0.535
2023-04-14 02:57:34,559 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.896, mIoU: 0.533
2023-04-14 02:57:34,637 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.897, mIoU: 0.533
2023-04-14 02:57:34,715 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.897, mIoU: 0.533
2023-04-14 02:57:34,789 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.897, mIoU: 0.533
2023-04-14 02:57:34,863 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.897, mIoU: 0.533
2023-04-14 02:57:34,938 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.898, mIoU: 0.533
2023-04-14 02:57:35,014 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.898, mIoU: 0.533
2023-04-14 02:57:35,088 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.898, mIoU: 0.532
2023-04-14 02:57:35,161 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.898, mIoU: 0.532
2023-04-14 02:57:35,236 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.898, mIoU: 0.533
2023-04-14 02:57:35,314 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.898, mIoU: 0.533
2023-04-14 02:57:35,393 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.899, mIoU: 0.534
2023-04-14 02:57:35,472 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.899, mIoU: 0.534
2023-04-14 02:57:35,545 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.899, mIoU: 0.534
2023-04-14 02:57:35,617 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.898, mIoU: 0.531
2023-04-14 02:57:35,686 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.896, mIoU: 0.530
2023-04-14 02:57:35,754 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.896, mIoU: 0.529
2023-04-14 02:57:35,821 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.895, mIoU: 0.526
2023-04-14 02:57:35,894 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.894, mIoU: 0.525
2023-04-14 02:57:35,965 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.894, mIoU: 0.525
2023-04-14 02:57:36,039 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.894, mIoU: 0.524
2023-04-14 02:57:36,119 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.894, mIoU: 0.523
2023-04-14 02:57:36,199 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.894, mIoU: 0.524
2023-04-14 02:57:36,274 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.894, mIoU: 0.525
2023-04-14 02:57:36,354 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.894, mIoU: 0.525
2023-04-14 02:57:36,428 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.894, mIoU: 0.525
2023-04-14 02:57:36,500 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.895, mIoU: 0.525
2023-04-14 02:57:36,573 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.894, mIoU: 0.524
2023-04-14 02:57:36,644 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.895, mIoU: 0.524
2023-04-14 02:57:36,714 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.894, mIoU: 0.523
2023-04-14 02:57:36,787 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.895, mIoU: 0.523
2023-04-14 02:57:36,860 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.895, mIoU: 0.523
2023-04-14 02:57:36,937 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.895, mIoU: 0.523
2023-04-14 02:57:37,013 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.895, mIoU: 0.523
2023-04-14 02:57:37,093 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.895, mIoU: 0.524
2023-04-14 02:57:37,171 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.895, mIoU: 0.524
2023-04-14 02:57:37,246 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.895, mIoU: 0.524
2023-04-14 02:57:37,325 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.895, mIoU: 0.524
2023-04-14 02:57:37,398 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.896, mIoU: 0.524
2023-04-14 02:57:37,473 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.896, mIoU: 0.525
2023-04-14 02:57:37,546 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.896, mIoU: 0.524
2023-04-14 02:57:37,618 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.896, mIoU: 0.524
2023-04-14 02:57:37,689 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.896, mIoU: 0.526
2023-04-14 02:57:37,761 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.896, mIoU: 0.527
2023-04-14 02:57:37,835 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.896, mIoU: 0.527
2023-04-14 02:57:37,907 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.896, mIoU: 0.526
2023-04-14 02:57:37,976 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.897, mIoU: 0.526
2023-04-14 02:57:38,045 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.897, mIoU: 0.526
2023-04-14 02:57:38,114 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.897, mIoU: 0.527
2023-04-14 02:57:38,184 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.897, mIoU: 0.527
2023-04-14 02:57:38,253 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.896, mIoU: 0.524
2023-04-14 02:57:38,320 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.896, mIoU: 0.522
2023-04-14 02:57:38,385 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.895, mIoU: 0.520
2023-04-14 02:57:38,453 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.895, mIoU: 0.520
2023-04-14 02:57:38,519 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.895, mIoU: 0.521
2023-04-14 02:57:38,585 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.895, mIoU: 0.521
2023-04-14 02:57:38,651 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.895, mIoU: 0.521
2023-04-14 02:57:38,717 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.895, mIoU: 0.522
2023-04-14 02:57:38,781 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.896, mIoU: 0.522
2023-04-14 02:57:38,847 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.896, mIoU: 0.522
2023-04-14 02:57:38,916 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.895, mIoU: 0.522
2023-04-14 02:57:38,990 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.895, mIoU: 0.521
2023-04-14 02:57:39,064 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.895, mIoU: 0.522
2023-04-14 02:57:39,134 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.896, mIoU: 0.522
2023-04-14 02:57:39,202 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.896, mIoU: 0.522
2023-04-14 02:57:39,271 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.896, mIoU: 0.523
2023-04-14 02:57:39,343 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.896, mIoU: 0.523
2023-04-14 02:57:39,410 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.896, mIoU: 0.524
2023-04-14 02:57:39,477 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.896, mIoU: 0.523
2023-04-14 02:57:39,540 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.896, mIoU: 0.523
2023-04-14 02:57:39,606 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.896, mIoU: 0.523
2023-04-14 02:57:39,672 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.896, mIoU: 0.523
2023-04-14 02:57:40,445 semantic_segmentation INFO: Overall validation pixAcc: 90.188, mIoU: 52.773
2023-04-14 02:57:45,439 semantic_segmentation INFO: Iters: 22410/40000 || Lr: 0.009601 || Task Loss: 0.3758 || KD Loss: 0.0000|| Cost Time: 3:20:57 || Estimated Time: 2:37:44
2023-04-14 02:57:50,182 semantic_segmentation INFO: Iters: 22420/40000 || Lr: 0.009596 || Task Loss: 0.2673 || KD Loss: 0.0000|| Cost Time: 3:21:02 || Estimated Time: 2:37:38
2023-04-14 02:57:54,928 semantic_segmentation INFO: Iters: 22430/40000 || Lr: 0.009591 || Task Loss: 0.2578 || KD Loss: 0.0000|| Cost Time: 3:21:07 || Estimated Time: 2:37:32
2023-04-14 02:57:59,696 semantic_segmentation INFO: Iters: 22440/40000 || Lr: 0.009586 || Task Loss: 0.2934 || KD Loss: 0.0000|| Cost Time: 3:21:11 || Estimated Time: 2:37:26
2023-04-14 02:58:04,469 semantic_segmentation INFO: Iters: 22450/40000 || Lr: 0.009581 || Task Loss: 0.3124 || KD Loss: 0.0000|| Cost Time: 3:21:16 || Estimated Time: 2:37:20
2023-04-14 02:58:09,264 semantic_segmentation INFO: Iters: 22460/40000 || Lr: 0.009577 || Task Loss: 0.2925 || KD Loss: 0.0000|| Cost Time: 3:21:21 || Estimated Time: 2:37:14
2023-04-14 02:58:14,036 semantic_segmentation INFO: Iters: 22470/40000 || Lr: 0.009572 || Task Loss: 0.2737 || KD Loss: 0.0000|| Cost Time: 3:21:26 || Estimated Time: 2:37:08
2023-04-14 02:58:18,829 semantic_segmentation INFO: Iters: 22480/40000 || Lr: 0.009567 || Task Loss: 0.3960 || KD Loss: 0.0000|| Cost Time: 3:21:31 || Estimated Time: 2:37:03
2023-04-14 02:58:23,607 semantic_segmentation INFO: Iters: 22490/40000 || Lr: 0.009562 || Task Loss: 0.5047 || KD Loss: 0.0000|| Cost Time: 3:21:35 || Estimated Time: 2:36:57
2023-04-14 02:58:28,386 semantic_segmentation INFO: Iters: 22500/40000 || Lr: 0.009557 || Task Loss: 0.2845 || KD Loss: 0.0000|| Cost Time: 3:21:40 || Estimated Time: 2:36:51
2023-04-14 02:58:33,212 semantic_segmentation INFO: Iters: 22510/40000 || Lr: 0.009552 || Task Loss: 0.2676 || KD Loss: 0.0000|| Cost Time: 3:21:45 || Estimated Time: 2:36:45
2023-04-14 02:58:38,016 semantic_segmentation INFO: Iters: 22520/40000 || Lr: 0.009547 || Task Loss: 0.4021 || KD Loss: 0.0000|| Cost Time: 3:21:50 || Estimated Time: 2:36:39
2023-04-14 02:58:42,782 semantic_segmentation INFO: Iters: 22530/40000 || Lr: 0.009542 || Task Loss: 0.4673 || KD Loss: 0.0000|| Cost Time: 3:21:55 || Estimated Time: 2:36:33
2023-04-14 02:58:47,591 semantic_segmentation INFO: Iters: 22540/40000 || Lr: 0.009538 || Task Loss: 0.2050 || KD Loss: 0.0000|| Cost Time: 3:21:59 || Estimated Time: 2:36:28
2023-04-14 02:58:52,376 semantic_segmentation INFO: Iters: 22550/40000 || Lr: 0.009533 || Task Loss: 0.4543 || KD Loss: 0.0000|| Cost Time: 3:22:04 || Estimated Time: 2:36:22
2023-04-14 02:58:57,190 semantic_segmentation INFO: Iters: 22560/40000 || Lr: 0.009528 || Task Loss: 0.2426 || KD Loss: 0.0000|| Cost Time: 3:22:09 || Estimated Time: 2:36:16
2023-04-14 02:59:01,963 semantic_segmentation INFO: Iters: 22570/40000 || Lr: 0.009523 || Task Loss: 0.2613 || KD Loss: 0.0000|| Cost Time: 3:22:14 || Estimated Time: 2:36:10
2023-04-14 02:59:06,815 semantic_segmentation INFO: Iters: 22580/40000 || Lr: 0.009518 || Task Loss: 0.2984 || KD Loss: 0.0000|| Cost Time: 3:22:19 || Estimated Time: 2:36:04
2023-04-14 02:59:11,648 semantic_segmentation INFO: Iters: 22590/40000 || Lr: 0.009513 || Task Loss: 0.2919 || KD Loss: 0.0000|| Cost Time: 3:22:23 || Estimated Time: 2:35:59
2023-04-14 02:59:16,436 semantic_segmentation INFO: Iters: 22600/40000 || Lr: 0.009508 || Task Loss: 0.2124 || KD Loss: 0.0000|| Cost Time: 3:22:28 || Estimated Time: 2:35:53
2023-04-14 02:59:21,225 semantic_segmentation INFO: Iters: 22610/40000 || Lr: 0.009504 || Task Loss: 0.3149 || KD Loss: 0.0000|| Cost Time: 3:22:33 || Estimated Time: 2:35:47
2023-04-14 02:59:26,064 semantic_segmentation INFO: Iters: 22620/40000 || Lr: 0.009499 || Task Loss: 0.2579 || KD Loss: 0.0000|| Cost Time: 3:22:38 || Estimated Time: 2:35:41
2023-04-14 02:59:30,835 semantic_segmentation INFO: Iters: 22630/40000 || Lr: 0.009494 || Task Loss: 0.2609 || KD Loss: 0.0000|| Cost Time: 3:22:43 || Estimated Time: 2:35:35
2023-04-14 02:59:35,627 semantic_segmentation INFO: Iters: 22640/40000 || Lr: 0.009489 || Task Loss: 0.3135 || KD Loss: 0.0000|| Cost Time: 3:22:47 || Estimated Time: 2:35:29
2023-04-14 02:59:40,455 semantic_segmentation INFO: Iters: 22650/40000 || Lr: 0.009484 || Task Loss: 0.2545 || KD Loss: 0.0000|| Cost Time: 3:22:52 || Estimated Time: 2:35:24
2023-04-14 02:59:45,251 semantic_segmentation INFO: Iters: 22660/40000 || Lr: 0.009479 || Task Loss: 0.3365 || KD Loss: 0.0000|| Cost Time: 3:22:57 || Estimated Time: 2:35:18
2023-04-14 02:59:50,050 semantic_segmentation INFO: Iters: 22670/40000 || Lr: 0.009474 || Task Loss: 0.2705 || KD Loss: 0.0000|| Cost Time: 3:23:02 || Estimated Time: 2:35:12
2023-04-14 02:59:54,860 semantic_segmentation INFO: Iters: 22680/40000 || Lr: 0.009469 || Task Loss: 0.3415 || KD Loss: 0.0000|| Cost Time: 3:23:07 || Estimated Time: 2:35:06
2023-04-14 02:59:59,642 semantic_segmentation INFO: Iters: 22690/40000 || Lr: 0.009465 || Task Loss: 0.3008 || KD Loss: 0.0000|| Cost Time: 3:23:11 || Estimated Time: 2:35:00
2023-04-14 03:00:04,427 semantic_segmentation INFO: Iters: 22700/40000 || Lr: 0.009460 || Task Loss: 0.4664 || KD Loss: 0.0000|| Cost Time: 3:23:16 || Estimated Time: 2:34:55
2023-04-14 03:00:09,199 semantic_segmentation INFO: Iters: 22710/40000 || Lr: 0.009455 || Task Loss: 0.2748 || KD Loss: 0.0000|| Cost Time: 3:23:21 || Estimated Time: 2:34:49
2023-04-14 03:00:13,997 semantic_segmentation INFO: Iters: 22720/40000 || Lr: 0.009450 || Task Loss: 0.2051 || KD Loss: 0.0000|| Cost Time: 3:23:26 || Estimated Time: 2:34:43
2023-04-14 03:00:18,838 semantic_segmentation INFO: Iters: 22730/40000 || Lr: 0.009445 || Task Loss: 0.2261 || KD Loss: 0.0000|| Cost Time: 3:23:31 || Estimated Time: 2:34:37
2023-04-14 03:00:23,617 semantic_segmentation INFO: Iters: 22740/40000 || Lr: 0.009440 || Task Loss: 0.3423 || KD Loss: 0.0000|| Cost Time: 3:23:35 || Estimated Time: 2:34:31
2023-04-14 03:00:28,394 semantic_segmentation INFO: Iters: 22750/40000 || Lr: 0.009435 || Task Loss: 0.3165 || KD Loss: 0.0000|| Cost Time: 3:23:40 || Estimated Time: 2:34:26
2023-04-14 03:00:33,183 semantic_segmentation INFO: Iters: 22760/40000 || Lr: 0.009431 || Task Loss: 0.2887 || KD Loss: 0.0000|| Cost Time: 3:23:45 || Estimated Time: 2:34:20
2023-04-14 03:00:37,951 semantic_segmentation INFO: Iters: 22770/40000 || Lr: 0.009426 || Task Loss: 0.2347 || KD Loss: 0.0000|| Cost Time: 3:23:50 || Estimated Time: 2:34:14
2023-04-14 03:00:42,739 semantic_segmentation INFO: Iters: 22780/40000 || Lr: 0.009421 || Task Loss: 0.3634 || KD Loss: 0.0000|| Cost Time: 3:23:55 || Estimated Time: 2:34:08
2023-04-14 03:00:47,523 semantic_segmentation INFO: Iters: 22790/40000 || Lr: 0.009416 || Task Loss: 0.2706 || KD Loss: 0.0000|| Cost Time: 3:23:59 || Estimated Time: 2:34:02
2023-04-14 03:00:52,314 semantic_segmentation INFO: Iters: 22800/40000 || Lr: 0.009411 || Task Loss: 0.5478 || KD Loss: 0.0000|| Cost Time: 3:24:04 || Estimated Time: 2:33:56
2023-04-14 03:00:52,676 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:00:54,964 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.391
2023-04-14 03:00:55,591 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.488
2023-04-14 03:00:55,698 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.497
2023-04-14 03:00:55,780 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.521
2023-04-14 03:00:55,856 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.513
2023-04-14 03:00:55,927 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.516
2023-04-14 03:00:56,000 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.505
2023-04-14 03:00:56,080 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.532
2023-04-14 03:00:56,154 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.533
2023-04-14 03:00:56,241 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.570
2023-04-14 03:00:56,320 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.576
2023-04-14 03:00:56,397 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.601
2023-04-14 03:00:56,470 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.616
2023-04-14 03:00:56,542 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.613
2023-04-14 03:00:56,616 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.603
2023-04-14 03:00:56,704 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.597
2023-04-14 03:00:56,778 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.604
2023-04-14 03:00:56,854 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.608
2023-04-14 03:00:56,931 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.618
2023-04-14 03:00:57,006 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.624
2023-04-14 03:00:57,084 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.627
2023-04-14 03:00:57,155 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.637
2023-04-14 03:00:57,229 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.640
2023-04-14 03:00:57,305 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.646
2023-04-14 03:00:57,379 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.660
2023-04-14 03:00:57,454 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.663
2023-04-14 03:00:57,528 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.657
2023-04-14 03:00:57,602 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.654
2023-04-14 03:00:57,676 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.657
2023-04-14 03:00:57,751 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.663
2023-04-14 03:00:57,822 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.661
2023-04-14 03:00:57,898 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.661
2023-04-14 03:00:57,977 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.663
2023-04-14 03:00:58,050 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.663
2023-04-14 03:00:58,124 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.664
2023-04-14 03:00:58,199 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.665
2023-04-14 03:00:58,275 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.662
2023-04-14 03:00:58,350 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.661
2023-04-14 03:00:58,427 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.655
2023-04-14 03:00:58,501 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.655
2023-04-14 03:00:58,574 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:00:58,645 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.656
2023-04-14 03:00:58,726 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:00:58,798 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.658
2023-04-14 03:00:58,874 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.655
2023-04-14 03:00:58,949 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.655
2023-04-14 03:00:59,024 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.655
2023-04-14 03:00:59,099 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.654
2023-04-14 03:00:59,175 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.659
2023-04-14 03:00:59,248 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.662
2023-04-14 03:00:59,322 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.663
2023-04-14 03:00:59,404 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.669
2023-04-14 03:00:59,479 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.670
2023-04-14 03:00:59,548 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.672
2023-04-14 03:00:59,624 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.672
2023-04-14 03:00:59,708 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.674
2023-04-14 03:00:59,789 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.675
2023-04-14 03:00:59,863 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.681
2023-04-14 03:00:59,939 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.685
2023-04-14 03:01:00,014 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.683
2023-04-14 03:01:00,087 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.685
2023-04-14 03:01:00,162 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:01:00,243 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 03:01:00,319 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-14 03:01:00,403 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-14 03:01:00,479 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-14 03:01:00,551 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-14 03:01:00,626 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:01:00,699 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-14 03:01:00,772 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-14 03:01:00,844 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-14 03:01:00,918 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-14 03:01:00,989 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 03:01:01,065 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 03:01:01,150 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-14 03:01:01,228 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-14 03:01:01,302 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-14 03:01:01,375 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.690
2023-04-14 03:01:01,447 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-14 03:01:01,522 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-14 03:01:01,598 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:01:01,675 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:01:01,753 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 03:01:01,829 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:01:01,908 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 03:01:01,983 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 03:01:02,056 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 03:01:02,126 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 03:01:02,196 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 03:01:02,268 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.687
2023-04-14 03:01:02,346 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.688
2023-04-14 03:01:02,420 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 03:01:02,496 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-14 03:01:02,580 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 03:01:02,662 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 03:01:02,740 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 03:01:02,818 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 03:01:02,893 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 03:01:02,968 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-14 03:01:03,046 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-14 03:01:03,119 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 03:01:03,193 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-14 03:01:03,266 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-14 03:01:03,342 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-14 03:01:03,414 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-14 03:01:03,488 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-14 03:01:03,561 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-14 03:01:03,636 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 03:01:03,709 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 03:01:03,784 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 03:01:03,858 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.683
2023-04-14 03:01:03,931 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-14 03:01:04,018 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.682
2023-04-14 03:01:04,092 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-14 03:01:04,168 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-14 03:01:04,242 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.681
2023-04-14 03:01:04,315 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.937, mIoU: 0.677
2023-04-14 03:01:04,393 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.937, mIoU: 0.678
2023-04-14 03:01:04,463 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-14 03:01:04,538 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.670
2023-04-14 03:01:04,615 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.670
2023-04-14 03:01:04,696 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-14 03:01:04,772 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.669
2023-04-14 03:01:04,846 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.671
2023-04-14 03:01:04,921 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.671
2023-04-14 03:01:04,991 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.671
2023-04-14 03:01:05,061 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-14 03:01:05,135 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-14 03:01:05,206 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 03:01:05,277 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.673
2023-04-14 03:01:05,348 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-14 03:01:05,420 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-14 03:01:05,492 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-14 03:01:05,571 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-14 03:01:05,649 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-14 03:01:05,735 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-14 03:01:05,810 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-14 03:01:05,887 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-14 03:01:05,962 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.672
2023-04-14 03:01:06,035 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-14 03:01:06,106 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-14 03:01:06,177 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-14 03:01:06,253 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-14 03:01:06,332 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-14 03:01:06,407 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-14 03:01:06,485 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:06,559 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:06,631 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:06,707 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.673
2023-04-14 03:01:06,778 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-14 03:01:06,848 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:06,919 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:06,991 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:07,066 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:07,142 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:07,219 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:07,299 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:07,380 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:07,457 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.938, mIoU: 0.674
2023-04-14 03:01:07,528 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-14 03:01:07,605 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.938, mIoU: 0.673
2023-04-14 03:01:07,676 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 03:01:07,749 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 03:01:07,826 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 03:01:07,901 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 03:01:07,979 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 03:01:08,055 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 03:01:08,131 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 03:01:08,210 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 03:01:08,293 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.938, mIoU: 0.671
2023-04-14 03:01:08,375 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 03:01:08,451 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 03:01:08,528 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 03:01:08,612 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:08,697 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:08,766 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:08,839 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:08,911 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:08,987 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:09,062 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:09,136 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:09,213 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:09,297 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-14 03:01:09,368 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-14 03:01:09,442 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 03:01:09,512 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-14 03:01:09,588 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:01:09,660 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:01:09,741 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:01:09,820 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:01:09,896 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-14 03:01:09,968 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:01:10,041 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-14 03:01:10,112 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-14 03:01:10,182 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-14 03:01:10,255 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-14 03:01:10,327 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:01:10,399 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:01:10,475 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:01:10,556 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:01:10,637 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.940, mIoU: 0.672
2023-04-14 03:01:10,713 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-14 03:01:10,786 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-14 03:01:10,861 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-14 03:01:10,934 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-14 03:01:11,006 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-14 03:01:11,078 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-14 03:01:11,146 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,216 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,287 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,360 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,435 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,511 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,593 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,671 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,748 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,827 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,900 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:01:11,972 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.942, mIoU: 0.672
2023-04-14 03:01:12,038 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-14 03:01:12,106 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.941, mIoU: 0.670
2023-04-14 03:01:12,179 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-14 03:01:12,250 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-14 03:01:12,320 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-14 03:01:12,389 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-14 03:01:12,459 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-14 03:01:12,528 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-14 03:01:12,599 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-14 03:01:12,668 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:01:12,738 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:12,807 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:12,874 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:12,943 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:13,012 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:13,081 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:13,151 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:13,218 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:01:13,288 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:01:13,356 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.941, mIoU: 0.663
2023-04-14 03:01:13,424 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:13,492 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:13,560 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:13,627 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:01:13,696 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:01:13,766 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:01:13,835 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-14 03:01:13,904 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.941, mIoU: 0.666
2023-04-14 03:01:13,971 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.941, mIoU: 0.666
2023-04-14 03:01:14,039 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.941, mIoU: 0.666
2023-04-14 03:01:14,107 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.941, mIoU: 0.666
2023-04-14 03:01:14,738 semantic_segmentation INFO: Overall validation pixAcc: 94.710, mIoU: 67.161
2023-04-14 03:01:19,686 semantic_segmentation INFO: Iters: 22810/40000 || Lr: 0.009406 || Task Loss: 0.2697 || KD Loss: 0.0000|| Cost Time: 3:24:31 || Estimated Time: 2:34:08
2023-04-14 03:01:24,513 semantic_segmentation INFO: Iters: 22820/40000 || Lr: 0.009401 || Task Loss: 0.2204 || KD Loss: 0.0000|| Cost Time: 3:24:36 || Estimated Time: 2:34:02
2023-04-14 03:01:29,291 semantic_segmentation INFO: Iters: 22830/40000 || Lr: 0.009396 || Task Loss: 0.2618 || KD Loss: 0.0000|| Cost Time: 3:24:41 || Estimated Time: 2:33:56
2023-04-14 03:01:34,089 semantic_segmentation INFO: Iters: 22840/40000 || Lr: 0.009392 || Task Loss: 0.2463 || KD Loss: 0.0000|| Cost Time: 3:24:46 || Estimated Time: 2:33:50
2023-04-14 03:01:38,847 semantic_segmentation INFO: Iters: 22850/40000 || Lr: 0.009387 || Task Loss: 0.2092 || KD Loss: 0.0000|| Cost Time: 3:24:51 || Estimated Time: 2:33:44
2023-04-14 03:01:43,606 semantic_segmentation INFO: Iters: 22860/40000 || Lr: 0.009382 || Task Loss: 0.2191 || KD Loss: 0.0000|| Cost Time: 3:24:55 || Estimated Time: 2:33:39
2023-04-14 03:01:48,344 semantic_segmentation INFO: Iters: 22870/40000 || Lr: 0.009377 || Task Loss: 0.3017 || KD Loss: 0.0000|| Cost Time: 3:25:00 || Estimated Time: 2:33:33
2023-04-14 03:01:53,096 semantic_segmentation INFO: Iters: 22880/40000 || Lr: 0.009372 || Task Loss: 0.3431 || KD Loss: 0.0000|| Cost Time: 3:25:05 || Estimated Time: 2:33:27
2023-04-14 03:01:57,866 semantic_segmentation INFO: Iters: 22890/40000 || Lr: 0.009367 || Task Loss: 0.2390 || KD Loss: 0.0000|| Cost Time: 3:25:10 || Estimated Time: 2:33:21
2023-04-14 03:02:02,632 semantic_segmentation INFO: Iters: 22900/40000 || Lr: 0.009362 || Task Loss: 0.2526 || KD Loss: 0.0000|| Cost Time: 3:25:14 || Estimated Time: 2:33:15
2023-04-14 03:02:07,433 semantic_segmentation INFO: Iters: 22910/40000 || Lr: 0.009357 || Task Loss: 0.2872 || KD Loss: 0.0000|| Cost Time: 3:25:19 || Estimated Time: 2:33:09
2023-04-14 03:02:12,192 semantic_segmentation INFO: Iters: 22920/40000 || Lr: 0.009353 || Task Loss: 0.2365 || KD Loss: 0.0000|| Cost Time: 3:25:24 || Estimated Time: 2:33:03
2023-04-14 03:02:16,934 semantic_segmentation INFO: Iters: 22930/40000 || Lr: 0.009348 || Task Loss: 0.2849 || KD Loss: 0.0000|| Cost Time: 3:25:29 || Estimated Time: 2:32:58
2023-04-14 03:02:21,721 semantic_segmentation INFO: Iters: 22940/40000 || Lr: 0.009343 || Task Loss: 0.3839 || KD Loss: 0.0000|| Cost Time: 3:25:33 || Estimated Time: 2:32:52
2023-04-14 03:02:26,509 semantic_segmentation INFO: Iters: 22950/40000 || Lr: 0.009338 || Task Loss: 0.1939 || KD Loss: 0.0000|| Cost Time: 3:25:38 || Estimated Time: 2:32:46
2023-04-14 03:02:31,265 semantic_segmentation INFO: Iters: 22960/40000 || Lr: 0.009333 || Task Loss: 0.2803 || KD Loss: 0.0000|| Cost Time: 3:25:43 || Estimated Time: 2:32:40
2023-04-14 03:02:36,060 semantic_segmentation INFO: Iters: 22970/40000 || Lr: 0.009328 || Task Loss: 0.2035 || KD Loss: 0.0000|| Cost Time: 3:25:48 || Estimated Time: 2:32:34
2023-04-14 03:02:40,848 semantic_segmentation INFO: Iters: 22980/40000 || Lr: 0.009323 || Task Loss: 0.3627 || KD Loss: 0.0000|| Cost Time: 3:25:53 || Estimated Time: 2:32:29
2023-04-14 03:02:45,608 semantic_segmentation INFO: Iters: 22990/40000 || Lr: 0.009318 || Task Loss: 0.2240 || KD Loss: 0.0000|| Cost Time: 3:25:57 || Estimated Time: 2:32:23
2023-04-14 03:02:50,400 semantic_segmentation INFO: Iters: 23000/40000 || Lr: 0.009314 || Task Loss: 0.2411 || KD Loss: 0.0000|| Cost Time: 3:26:02 || Estimated Time: 2:32:17
2023-04-14 03:02:55,202 semantic_segmentation INFO: Iters: 23010/40000 || Lr: 0.009309 || Task Loss: 0.2239 || KD Loss: 0.0000|| Cost Time: 3:26:07 || Estimated Time: 2:32:11
2023-04-14 03:03:00,044 semantic_segmentation INFO: Iters: 23020/40000 || Lr: 0.009304 || Task Loss: 0.2762 || KD Loss: 0.0000|| Cost Time: 3:26:12 || Estimated Time: 2:32:05
2023-04-14 03:03:04,858 semantic_segmentation INFO: Iters: 23030/40000 || Lr: 0.009299 || Task Loss: 0.4078 || KD Loss: 0.0000|| Cost Time: 3:26:17 || Estimated Time: 2:32:00
2023-04-14 03:03:09,666 semantic_segmentation INFO: Iters: 23040/40000 || Lr: 0.009294 || Task Loss: 0.2931 || KD Loss: 0.0000|| Cost Time: 3:26:21 || Estimated Time: 2:31:54
2023-04-14 03:03:14,435 semantic_segmentation INFO: Iters: 23050/40000 || Lr: 0.009289 || Task Loss: 0.2481 || KD Loss: 0.0000|| Cost Time: 3:26:26 || Estimated Time: 2:31:48
2023-04-14 03:03:19,244 semantic_segmentation INFO: Iters: 23060/40000 || Lr: 0.009284 || Task Loss: 0.2371 || KD Loss: 0.0000|| Cost Time: 3:26:31 || Estimated Time: 2:31:42
2023-04-14 03:03:24,078 semantic_segmentation INFO: Iters: 23070/40000 || Lr: 0.009279 || Task Loss: 0.4058 || KD Loss: 0.0000|| Cost Time: 3:26:36 || Estimated Time: 2:31:36
2023-04-14 03:03:28,820 semantic_segmentation INFO: Iters: 23080/40000 || Lr: 0.009275 || Task Loss: 0.3521 || KD Loss: 0.0000|| Cost Time: 3:26:41 || Estimated Time: 2:31:31
2023-04-14 03:03:33,640 semantic_segmentation INFO: Iters: 23090/40000 || Lr: 0.009270 || Task Loss: 0.4165 || KD Loss: 0.0000|| Cost Time: 3:26:45 || Estimated Time: 2:31:25
2023-04-14 03:03:38,441 semantic_segmentation INFO: Iters: 23100/40000 || Lr: 0.009265 || Task Loss: 0.2152 || KD Loss: 0.0000|| Cost Time: 3:26:50 || Estimated Time: 2:31:19
2023-04-14 03:03:43,218 semantic_segmentation INFO: Iters: 23110/40000 || Lr: 0.009260 || Task Loss: 0.1946 || KD Loss: 0.0000|| Cost Time: 3:26:55 || Estimated Time: 2:31:13
2023-04-14 03:03:48,023 semantic_segmentation INFO: Iters: 23120/40000 || Lr: 0.009255 || Task Loss: 0.3806 || KD Loss: 0.0000|| Cost Time: 3:27:00 || Estimated Time: 2:31:07
2023-04-14 03:03:52,827 semantic_segmentation INFO: Iters: 23130/40000 || Lr: 0.009250 || Task Loss: 0.2910 || KD Loss: 0.0000|| Cost Time: 3:27:05 || Estimated Time: 2:31:02
2023-04-14 03:03:57,661 semantic_segmentation INFO: Iters: 23140/40000 || Lr: 0.009245 || Task Loss: 0.2405 || KD Loss: 0.0000|| Cost Time: 3:27:09 || Estimated Time: 2:30:56
2023-04-14 03:04:02,478 semantic_segmentation INFO: Iters: 23150/40000 || Lr: 0.009240 || Task Loss: 0.2809 || KD Loss: 0.0000|| Cost Time: 3:27:14 || Estimated Time: 2:30:50
2023-04-14 03:04:07,259 semantic_segmentation INFO: Iters: 23160/40000 || Lr: 0.009235 || Task Loss: 0.3268 || KD Loss: 0.0000|| Cost Time: 3:27:19 || Estimated Time: 2:30:44
2023-04-14 03:04:12,039 semantic_segmentation INFO: Iters: 23170/40000 || Lr: 0.009231 || Task Loss: 0.2542 || KD Loss: 0.0000|| Cost Time: 3:27:24 || Estimated Time: 2:30:38
2023-04-14 03:04:16,818 semantic_segmentation INFO: Iters: 23180/40000 || Lr: 0.009226 || Task Loss: 0.3051 || KD Loss: 0.0000|| Cost Time: 3:27:29 || Estimated Time: 2:30:33
2023-04-14 03:04:21,660 semantic_segmentation INFO: Iters: 23190/40000 || Lr: 0.009221 || Task Loss: 0.3506 || KD Loss: 0.0000|| Cost Time: 3:27:33 || Estimated Time: 2:30:27
2023-04-14 03:04:26,446 semantic_segmentation INFO: Iters: 23200/40000 || Lr: 0.009216 || Task Loss: 0.2838 || KD Loss: 0.0000|| Cost Time: 3:27:38 || Estimated Time: 2:30:21
2023-04-14 03:04:26,766 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:04:29,202 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.400
2023-04-14 03:04:29,358 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.464
2023-04-14 03:04:29,494 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.480
2023-04-14 03:04:29,621 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.494
2023-04-14 03:04:29,754 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.481
2023-04-14 03:04:29,867 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.482
2023-04-14 03:04:29,968 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.523
2023-04-14 03:04:30,046 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.560
2023-04-14 03:04:30,128 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.589
2023-04-14 03:04:30,203 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.623
2023-04-14 03:04:30,285 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.630
2023-04-14 03:04:30,360 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.656
2023-04-14 03:04:30,438 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.649
2023-04-14 03:04:30,517 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.646
2023-04-14 03:04:30,595 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.648
2023-04-14 03:04:30,673 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.645
2023-04-14 03:04:30,750 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.643
2023-04-14 03:04:30,825 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.647
2023-04-14 03:04:30,911 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.652
2023-04-14 03:04:30,983 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.655
2023-04-14 03:04:31,057 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-14 03:04:31,130 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.606
2023-04-14 03:04:31,207 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.605
2023-04-14 03:04:31,278 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.612
2023-04-14 03:04:31,349 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.623
2023-04-14 03:04:31,419 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.627
2023-04-14 03:04:31,492 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.620
2023-04-14 03:04:31,564 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.616
2023-04-14 03:04:31,635 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.925, mIoU: 0.623
2023-04-14 03:04:31,710 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.614
2023-04-14 03:04:31,776 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.612
2023-04-14 03:04:31,849 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.612
2023-04-14 03:04:31,924 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.615
2023-04-14 03:04:31,998 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.613
2023-04-14 03:04:32,075 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.614
2023-04-14 03:04:32,158 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.614
2023-04-14 03:04:32,233 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.609
2023-04-14 03:04:32,313 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.607
2023-04-14 03:04:32,384 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.600
2023-04-14 03:04:32,457 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.601
2023-04-14 03:04:32,530 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.604
2023-04-14 03:04:32,605 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.604
2023-04-14 03:04:32,679 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.605
2023-04-14 03:04:32,757 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.606
2023-04-14 03:04:32,833 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.605
2023-04-14 03:04:32,917 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.603
2023-04-14 03:04:32,992 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.603
2023-04-14 03:04:33,069 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.602
2023-04-14 03:04:33,141 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.607
2023-04-14 03:04:33,218 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.610
2023-04-14 03:04:33,294 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.610
2023-04-14 03:04:33,365 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.618
2023-04-14 03:04:33,438 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.617
2023-04-14 03:04:33,515 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.620
2023-04-14 03:04:33,594 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.617
2023-04-14 03:04:33,675 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 03:04:33,745 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.622
2023-04-14 03:04:33,819 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.628
2023-04-14 03:04:33,891 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.633
2023-04-14 03:04:33,959 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 03:04:34,033 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 03:04:34,102 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.637
2023-04-14 03:04:34,174 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.636
2023-04-14 03:04:34,249 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.640
2023-04-14 03:04:34,326 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.642
2023-04-14 03:04:34,403 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.640
2023-04-14 03:04:34,478 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 03:04:34,556 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.641
2023-04-14 03:04:34,629 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 03:04:34,703 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.639
2023-04-14 03:04:34,775 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.639
2023-04-14 03:04:34,849 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.635
2023-04-14 03:04:34,921 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-14 03:04:34,994 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.630
2023-04-14 03:04:35,064 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 03:04:35,141 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.631
2023-04-14 03:04:35,216 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 03:04:35,293 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 03:04:35,368 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.631
2023-04-14 03:04:35,456 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.633
2023-04-14 03:04:35,533 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.635
2023-04-14 03:04:35,606 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 03:04:35,682 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.635
2023-04-14 03:04:35,756 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.632
2023-04-14 03:04:35,827 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.628
2023-04-14 03:04:35,899 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 03:04:35,977 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 03:04:36,053 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.629
2023-04-14 03:04:36,128 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 03:04:36,201 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.629
2023-04-14 03:04:36,277 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.630
2023-04-14 03:04:36,348 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-14 03:04:36,418 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-14 03:04:36,490 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-14 03:04:36,560 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-14 03:04:36,628 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.648
2023-04-14 03:04:36,701 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 03:04:36,772 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 03:04:36,842 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:36,924 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 03:04:37,005 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-14 03:04:37,086 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.645
2023-04-14 03:04:37,165 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-14 03:04:37,246 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-14 03:04:37,320 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.646
2023-04-14 03:04:37,394 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.647
2023-04-14 03:04:37,480 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 03:04:37,558 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-14 03:04:37,638 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-14 03:04:37,715 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.645
2023-04-14 03:04:37,790 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.645
2023-04-14 03:04:37,861 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.644
2023-04-14 03:04:37,933 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-14 03:04:38,010 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-14 03:04:38,086 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.643
2023-04-14 03:04:38,163 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.642
2023-04-14 03:04:38,239 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.644
2023-04-14 03:04:38,319 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-14 03:04:38,399 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.645
2023-04-14 03:04:38,476 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-14 03:04:38,548 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-14 03:04:38,623 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-14 03:04:38,698 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.645
2023-04-14 03:04:38,775 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.648
2023-04-14 03:04:38,848 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.648
2023-04-14 03:04:38,925 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.652
2023-04-14 03:04:38,998 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.654
2023-04-14 03:04:39,072 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.654
2023-04-14 03:04:39,142 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.653
2023-04-14 03:04:39,219 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.654
2023-04-14 03:04:39,291 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.654
2023-04-14 03:04:39,363 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-14 03:04:39,439 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.653
2023-04-14 03:04:39,515 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.653
2023-04-14 03:04:39,590 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.653
2023-04-14 03:04:39,674 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.653
2023-04-14 03:04:39,750 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.653
2023-04-14 03:04:39,824 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.653
2023-04-14 03:04:39,896 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.655
2023-04-14 03:04:39,969 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.656
2023-04-14 03:04:40,043 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.657
2023-04-14 03:04:40,114 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.928, mIoU: 0.656
2023-04-14 03:04:40,188 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.928, mIoU: 0.653
2023-04-14 03:04:40,264 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.928, mIoU: 0.652
2023-04-14 03:04:40,344 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-14 03:04:40,422 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-14 03:04:40,497 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-14 03:04:40,570 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 03:04:40,645 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 03:04:40,716 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.927, mIoU: 0.650
2023-04-14 03:04:40,788 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-14 03:04:40,866 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.652
2023-04-14 03:04:40,939 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 03:04:41,013 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-14 03:04:41,091 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 03:04:41,171 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-14 03:04:41,257 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 03:04:41,329 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-14 03:04:41,407 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.651
2023-04-14 03:04:41,480 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.928, mIoU: 0.651
2023-04-14 03:04:41,551 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.928, mIoU: 0.650
2023-04-14 03:04:41,621 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-14 03:04:41,699 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 03:04:41,776 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-14 03:04:41,853 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.647
2023-04-14 03:04:41,935 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.646
2023-04-14 03:04:42,016 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 03:04:42,091 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:42,162 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 03:04:42,236 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 03:04:42,309 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.928, mIoU: 0.647
2023-04-14 03:04:42,381 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:42,455 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:42,534 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:42,615 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:42,691 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-14 03:04:42,765 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.928, mIoU: 0.645
2023-04-14 03:04:42,839 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:42,917 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:42,998 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:43,075 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.928, mIoU: 0.646
2023-04-14 03:04:43,154 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 03:04:43,228 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 03:04:43,305 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 03:04:43,377 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 03:04:43,450 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 03:04:43,520 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 03:04:43,591 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.929, mIoU: 0.645
2023-04-14 03:04:43,666 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 03:04:43,746 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 03:04:43,822 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-14 03:04:43,901 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.930, mIoU: 0.646
2023-04-14 03:04:43,984 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 03:04:44,060 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 03:04:44,131 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 03:04:44,200 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 03:04:44,271 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 03:04:44,345 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.929, mIoU: 0.647
2023-04-14 03:04:44,414 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 03:04:44,488 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.929, mIoU: 0.646
2023-04-14 03:04:44,567 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 03:04:44,652 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.929, mIoU: 0.648
2023-04-14 03:04:44,735 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 03:04:44,808 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 03:04:44,884 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 03:04:44,955 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 03:04:45,026 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.930, mIoU: 0.648
2023-04-14 03:04:45,099 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 03:04:45,171 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 03:04:45,243 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.930, mIoU: 0.647
2023-04-14 03:04:45,320 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 03:04:45,398 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 03:04:45,480 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 03:04:45,558 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 03:04:45,634 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 03:04:45,708 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 03:04:45,781 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.931, mIoU: 0.647
2023-04-14 03:04:45,855 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 03:04:45,931 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 03:04:46,003 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.931, mIoU: 0.648
2023-04-14 03:04:46,075 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.931, mIoU: 0.643
2023-04-14 03:04:46,145 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 03:04:46,216 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 03:04:46,286 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.931, mIoU: 0.644
2023-04-14 03:04:46,356 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 03:04:46,425 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 03:04:46,492 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 03:04:46,561 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 03:04:46,629 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 03:04:46,696 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 03:04:46,762 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 03:04:46,826 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 03:04:46,893 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 03:04:46,959 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 03:04:47,029 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 03:04:47,097 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 03:04:47,163 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 03:04:47,230 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 03:04:47,297 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 03:04:47,365 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.931, mIoU: 0.640
2023-04-14 03:04:47,435 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 03:04:47,505 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 03:04:47,576 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.931, mIoU: 0.641
2023-04-14 03:04:47,646 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.931, mIoU: 0.642
2023-04-14 03:04:47,718 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:04:47,787 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 03:04:47,855 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 03:04:47,920 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:04:47,987 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:04:48,053 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:04:49,031 semantic_segmentation INFO: Overall validation pixAcc: 94.029, mIoU: 65.065
2023-04-14 03:04:54,005 semantic_segmentation INFO: Iters: 23210/40000 || Lr: 0.009211 || Task Loss: 0.2032 || KD Loss: 0.0000|| Cost Time: 3:28:06 || Estimated Time: 2:30:32
2023-04-14 03:04:58,794 semantic_segmentation INFO: Iters: 23220/40000 || Lr: 0.009206 || Task Loss: 0.2585 || KD Loss: 0.0000|| Cost Time: 3:28:11 || Estimated Time: 2:30:26
2023-04-14 03:05:03,546 semantic_segmentation INFO: Iters: 23230/40000 || Lr: 0.009201 || Task Loss: 0.3472 || KD Loss: 0.0000|| Cost Time: 3:28:15 || Estimated Time: 2:30:20
2023-04-14 03:05:08,289 semantic_segmentation INFO: Iters: 23240/40000 || Lr: 0.009196 || Task Loss: 0.2601 || KD Loss: 0.0000|| Cost Time: 3:28:20 || Estimated Time: 2:30:14
2023-04-14 03:05:13,018 semantic_segmentation INFO: Iters: 23250/40000 || Lr: 0.009192 || Task Loss: 0.2713 || KD Loss: 0.0000|| Cost Time: 3:28:25 || Estimated Time: 2:30:08
2023-04-14 03:05:17,769 semantic_segmentation INFO: Iters: 23260/40000 || Lr: 0.009187 || Task Loss: 0.2155 || KD Loss: 0.0000|| Cost Time: 3:28:30 || Estimated Time: 2:30:03
2023-04-14 03:05:22,553 semantic_segmentation INFO: Iters: 23270/40000 || Lr: 0.009182 || Task Loss: 0.3299 || KD Loss: 0.0000|| Cost Time: 3:28:34 || Estimated Time: 2:29:57
2023-04-14 03:05:27,337 semantic_segmentation INFO: Iters: 23280/40000 || Lr: 0.009177 || Task Loss: 0.2105 || KD Loss: 0.0000|| Cost Time: 3:28:39 || Estimated Time: 2:29:51
2023-04-14 03:05:32,113 semantic_segmentation INFO: Iters: 23290/40000 || Lr: 0.009172 || Task Loss: 0.1842 || KD Loss: 0.0000|| Cost Time: 3:28:44 || Estimated Time: 2:29:45
2023-04-14 03:05:36,883 semantic_segmentation INFO: Iters: 23300/40000 || Lr: 0.009167 || Task Loss: 0.2935 || KD Loss: 0.0000|| Cost Time: 3:28:49 || Estimated Time: 2:29:39
2023-04-14 03:05:41,649 semantic_segmentation INFO: Iters: 23310/40000 || Lr: 0.009162 || Task Loss: 0.2826 || KD Loss: 0.0000|| Cost Time: 3:28:53 || Estimated Time: 2:29:34
2023-04-14 03:05:46,450 semantic_segmentation INFO: Iters: 23320/40000 || Lr: 0.009157 || Task Loss: 0.2184 || KD Loss: 0.0000|| Cost Time: 3:28:58 || Estimated Time: 2:29:28
2023-04-14 03:05:51,205 semantic_segmentation INFO: Iters: 23330/40000 || Lr: 0.009152 || Task Loss: 0.2523 || KD Loss: 0.0000|| Cost Time: 3:29:03 || Estimated Time: 2:29:22
2023-04-14 03:05:55,933 semantic_segmentation INFO: Iters: 23340/40000 || Lr: 0.009148 || Task Loss: 0.3638 || KD Loss: 0.0000|| Cost Time: 3:29:08 || Estimated Time: 2:29:16
2023-04-14 03:06:00,699 semantic_segmentation INFO: Iters: 23350/40000 || Lr: 0.009143 || Task Loss: 0.2387 || KD Loss: 0.0000|| Cost Time: 3:29:12 || Estimated Time: 2:29:10
2023-04-14 03:06:05,440 semantic_segmentation INFO: Iters: 23360/40000 || Lr: 0.009138 || Task Loss: 0.2250 || KD Loss: 0.0000|| Cost Time: 3:29:17 || Estimated Time: 2:29:05
2023-04-14 03:06:10,191 semantic_segmentation INFO: Iters: 23370/40000 || Lr: 0.009133 || Task Loss: 0.2770 || KD Loss: 0.0000|| Cost Time: 3:29:22 || Estimated Time: 2:28:59
2023-04-14 03:06:14,912 semantic_segmentation INFO: Iters: 23380/40000 || Lr: 0.009128 || Task Loss: 0.2517 || KD Loss: 0.0000|| Cost Time: 3:29:27 || Estimated Time: 2:28:53
2023-04-14 03:06:19,689 semantic_segmentation INFO: Iters: 23390/40000 || Lr: 0.009123 || Task Loss: 0.2142 || KD Loss: 0.0000|| Cost Time: 3:29:31 || Estimated Time: 2:28:47
2023-04-14 03:06:24,483 semantic_segmentation INFO: Iters: 23400/40000 || Lr: 0.009118 || Task Loss: 0.3358 || KD Loss: 0.0000|| Cost Time: 3:29:36 || Estimated Time: 2:28:41
2023-04-14 03:06:29,312 semantic_segmentation INFO: Iters: 23410/40000 || Lr: 0.009113 || Task Loss: 0.3185 || KD Loss: 0.0000|| Cost Time: 3:29:41 || Estimated Time: 2:28:36
2023-04-14 03:06:34,032 semantic_segmentation INFO: Iters: 23420/40000 || Lr: 0.009108 || Task Loss: 0.2666 || KD Loss: 0.0000|| Cost Time: 3:29:46 || Estimated Time: 2:28:30
2023-04-14 03:06:38,805 semantic_segmentation INFO: Iters: 23430/40000 || Lr: 0.009104 || Task Loss: 0.2727 || KD Loss: 0.0000|| Cost Time: 3:29:51 || Estimated Time: 2:28:24
2023-04-14 03:06:43,547 semantic_segmentation INFO: Iters: 23440/40000 || Lr: 0.009099 || Task Loss: 0.2265 || KD Loss: 0.0000|| Cost Time: 3:29:55 || Estimated Time: 2:28:18
2023-04-14 03:06:48,271 semantic_segmentation INFO: Iters: 23450/40000 || Lr: 0.009094 || Task Loss: 0.3517 || KD Loss: 0.0000|| Cost Time: 3:30:00 || Estimated Time: 2:28:12
2023-04-14 03:06:53,064 semantic_segmentation INFO: Iters: 23460/40000 || Lr: 0.009089 || Task Loss: 0.2717 || KD Loss: 0.0000|| Cost Time: 3:30:05 || Estimated Time: 2:28:06
2023-04-14 03:06:57,853 semantic_segmentation INFO: Iters: 23470/40000 || Lr: 0.009084 || Task Loss: 0.2842 || KD Loss: 0.0000|| Cost Time: 3:30:10 || Estimated Time: 2:28:01
2023-04-14 03:07:02,591 semantic_segmentation INFO: Iters: 23480/40000 || Lr: 0.009079 || Task Loss: 0.2006 || KD Loss: 0.0000|| Cost Time: 3:30:14 || Estimated Time: 2:27:55
2023-04-14 03:07:07,337 semantic_segmentation INFO: Iters: 23490/40000 || Lr: 0.009074 || Task Loss: 0.2881 || KD Loss: 0.0000|| Cost Time: 3:30:19 || Estimated Time: 2:27:49
2023-04-14 03:07:12,096 semantic_segmentation INFO: Iters: 23500/40000 || Lr: 0.009069 || Task Loss: 0.2437 || KD Loss: 0.0000|| Cost Time: 3:30:24 || Estimated Time: 2:27:43
2023-04-14 03:07:16,835 semantic_segmentation INFO: Iters: 23510/40000 || Lr: 0.009064 || Task Loss: 0.2120 || KD Loss: 0.0000|| Cost Time: 3:30:29 || Estimated Time: 2:27:37
2023-04-14 03:07:21,623 semantic_segmentation INFO: Iters: 23520/40000 || Lr: 0.009060 || Task Loss: 0.2016 || KD Loss: 0.0000|| Cost Time: 3:30:33 || Estimated Time: 2:27:32
2023-04-14 03:07:26,388 semantic_segmentation INFO: Iters: 23530/40000 || Lr: 0.009055 || Task Loss: 0.2049 || KD Loss: 0.0000|| Cost Time: 3:30:38 || Estimated Time: 2:27:26
2023-04-14 03:07:31,193 semantic_segmentation INFO: Iters: 23540/40000 || Lr: 0.009050 || Task Loss: 0.2746 || KD Loss: 0.0000|| Cost Time: 3:30:43 || Estimated Time: 2:27:20
2023-04-14 03:07:35,972 semantic_segmentation INFO: Iters: 23550/40000 || Lr: 0.009045 || Task Loss: 0.1830 || KD Loss: 0.0000|| Cost Time: 3:30:48 || Estimated Time: 2:27:14
2023-04-14 03:07:40,720 semantic_segmentation INFO: Iters: 23560/40000 || Lr: 0.009040 || Task Loss: 0.2861 || KD Loss: 0.0000|| Cost Time: 3:30:52 || Estimated Time: 2:27:08
2023-04-14 03:07:45,430 semantic_segmentation INFO: Iters: 23570/40000 || Lr: 0.009035 || Task Loss: 0.3268 || KD Loss: 0.0000|| Cost Time: 3:30:57 || Estimated Time: 2:27:03
2023-04-14 03:07:50,206 semantic_segmentation INFO: Iters: 23580/40000 || Lr: 0.009030 || Task Loss: 0.2896 || KD Loss: 0.0000|| Cost Time: 3:31:02 || Estimated Time: 2:26:57
2023-04-14 03:07:54,992 semantic_segmentation INFO: Iters: 23590/40000 || Lr: 0.009025 || Task Loss: 0.2580 || KD Loss: 0.0000|| Cost Time: 3:31:07 || Estimated Time: 2:26:51
2023-04-14 03:07:59,757 semantic_segmentation INFO: Iters: 23600/40000 || Lr: 0.009020 || Task Loss: 0.2730 || KD Loss: 0.0000|| Cost Time: 3:31:12 || Estimated Time: 2:26:45
2023-04-14 03:08:00,101 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:08:02,794 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.400
2023-04-14 03:08:02,927 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.477
2023-04-14 03:08:03,148 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.494
2023-04-14 03:08:03,228 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.521
2023-04-14 03:08:03,308 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.510
2023-04-14 03:08:03,388 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.510
2023-04-14 03:08:03,458 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.512
2023-04-14 03:08:03,527 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.545
2023-04-14 03:08:03,597 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.567
2023-04-14 03:08:03,672 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.621
2023-04-14 03:08:03,743 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.625
2023-04-14 03:08:03,813 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.653
2023-04-14 03:08:03,884 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.662
2023-04-14 03:08:03,958 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.652
2023-04-14 03:08:04,035 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.624
2023-04-14 03:08:04,112 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.618
2023-04-14 03:08:04,185 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.622
2023-04-14 03:08:04,257 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.621
2023-04-14 03:08:04,333 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.626
2023-04-14 03:08:04,407 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.630
2023-04-14 03:08:04,480 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.633
2023-04-14 03:08:04,554 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.658
2023-04-14 03:08:04,628 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.660
2023-04-14 03:08:04,701 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.667
2023-04-14 03:08:04,773 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-14 03:08:04,846 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.683
2023-04-14 03:08:04,921 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.672
2023-04-14 03:08:04,997 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.670
2023-04-14 03:08:05,074 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.667
2023-04-14 03:08:05,150 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-14 03:08:05,225 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:08:05,298 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-14 03:08:05,374 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.672
2023-04-14 03:08:05,446 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.671
2023-04-14 03:08:05,519 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-14 03:08:05,590 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.672
2023-04-14 03:08:05,664 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.668
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2023-04-14 03:08:05,814 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-14 03:08:05,889 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-14 03:08:05,967 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.667
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2023-04-14 03:08:06,119 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.668
2023-04-14 03:08:06,201 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.668
2023-04-14 03:08:06,275 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.666
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2023-04-14 03:08:06,423 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.667
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2023-04-14 03:08:06,569 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.669
2023-04-14 03:08:06,646 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.672
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2023-04-14 03:08:06,936 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-14 03:08:07,008 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.684
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2023-04-14 03:08:07,232 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:08:07,302 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-14 03:08:07,374 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.694
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2023-04-14 03:08:07,530 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:08:07,608 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.697
2023-04-14 03:08:07,683 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:08:07,760 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.702
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2023-04-14 03:08:07,916 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.701
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2023-04-14 03:08:08,067 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:08:08,144 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.701
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2023-04-14 03:08:08,371 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.700
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2023-04-14 03:08:08,512 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:08:08,582 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.700
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2023-04-14 03:08:08,723 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.699
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2023-04-14 03:08:08,944 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:08:09,015 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.701
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2023-04-14 03:08:09,178 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-14 03:08:09,252 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 03:08:09,325 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 03:08:09,397 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 03:08:09,471 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.688
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2023-04-14 03:08:09,689 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:08:09,760 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.669
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2023-04-14 03:08:09,908 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.669
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2023-04-14 03:08:10,427 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.667
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2023-04-14 03:08:11,305 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.666
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2023-04-14 03:08:11,594 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.670
2023-04-14 03:08:11,668 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.672
2023-04-14 03:08:11,753 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.935, mIoU: 0.664
2023-04-14 03:08:11,829 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.664
2023-04-14 03:08:11,907 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.663
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2023-04-14 03:08:12,282 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.667
2023-04-14 03:08:12,353 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.669
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2023-04-14 03:08:13,241 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-14 03:08:13,313 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.669
2023-04-14 03:08:13,387 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.670
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2023-04-14 03:08:13,540 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.669
2023-04-14 03:08:13,621 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.669
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2023-04-14 03:08:13,851 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.670
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2023-04-14 03:08:14,004 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.670
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2023-04-14 03:08:14,316 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.669
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2023-04-14 03:08:14,526 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.937, mIoU: 0.670
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2023-04-14 03:08:14,672 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.937, mIoU: 0.669
2023-04-14 03:08:14,742 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.937, mIoU: 0.669
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2023-04-14 03:08:18,522 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.939, mIoU: 0.667
2023-04-14 03:08:18,598 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.939, mIoU: 0.667
2023-04-14 03:08:18,678 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-14 03:08:18,748 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-14 03:08:18,819 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-14 03:08:18,889 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-14 03:08:18,960 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.939, mIoU: 0.666
2023-04-14 03:08:19,044 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-14 03:08:19,116 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-14 03:08:19,192 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-14 03:08:19,266 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.940, mIoU: 0.667
2023-04-14 03:08:19,338 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-14 03:08:19,408 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.940, mIoU: 0.667
2023-04-14 03:08:19,478 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.940, mIoU: 0.667
2023-04-14 03:08:19,549 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.940, mIoU: 0.667
2023-04-14 03:08:19,619 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.940, mIoU: 0.667
2023-04-14 03:08:19,690 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.940, mIoU: 0.667
2023-04-14 03:08:19,759 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.941, mIoU: 0.668
2023-04-14 03:08:19,827 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.941, mIoU: 0.668
2023-04-14 03:08:19,894 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 03:08:19,960 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.940, mIoU: 0.662
2023-04-14 03:08:20,025 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:08:20,088 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:08:20,153 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:08:20,217 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:08:20,282 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:08:20,349 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:08:20,421 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-14 03:08:20,495 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-14 03:08:20,565 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:08:20,634 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:08:20,703 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-14 03:08:20,772 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:08:20,838 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:08:20,906 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-14 03:08:20,973 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-14 03:08:21,039 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-14 03:08:21,105 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-14 03:08:21,170 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-14 03:08:21,239 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-14 03:08:21,309 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-14 03:08:22,137 semantic_segmentation INFO: Overall validation pixAcc: 94.482, mIoU: 66.923
2023-04-14 03:08:27,108 semantic_segmentation INFO: Iters: 23610/40000 || Lr: 0.009015 || Task Loss: 0.1987 || KD Loss: 0.0000|| Cost Time: 3:31:39 || Estimated Time: 2:26:55
2023-04-14 03:08:31,907 semantic_segmentation INFO: Iters: 23620/40000 || Lr: 0.009011 || Task Loss: 0.2027 || KD Loss: 0.0000|| Cost Time: 3:31:44 || Estimated Time: 2:26:49
2023-04-14 03:08:36,627 semantic_segmentation INFO: Iters: 23630/40000 || Lr: 0.009006 || Task Loss: 0.2251 || KD Loss: 0.0000|| Cost Time: 3:31:48 || Estimated Time: 2:26:44
2023-04-14 03:08:41,396 semantic_segmentation INFO: Iters: 23640/40000 || Lr: 0.009001 || Task Loss: 0.2418 || KD Loss: 0.0000|| Cost Time: 3:31:53 || Estimated Time: 2:26:38
2023-04-14 03:08:46,182 semantic_segmentation INFO: Iters: 23650/40000 || Lr: 0.008996 || Task Loss: 0.2916 || KD Loss: 0.0000|| Cost Time: 3:31:58 || Estimated Time: 2:26:32
2023-04-14 03:08:50,964 semantic_segmentation INFO: Iters: 23660/40000 || Lr: 0.008991 || Task Loss: 0.2471 || KD Loss: 0.0000|| Cost Time: 3:32:03 || Estimated Time: 2:26:26
2023-04-14 03:08:55,735 semantic_segmentation INFO: Iters: 23670/40000 || Lr: 0.008986 || Task Loss: 0.2833 || KD Loss: 0.0000|| Cost Time: 3:32:08 || Estimated Time: 2:26:20
2023-04-14 03:09:00,522 semantic_segmentation INFO: Iters: 23680/40000 || Lr: 0.008981 || Task Loss: 0.2832 || KD Loss: 0.0000|| Cost Time: 3:32:12 || Estimated Time: 2:26:15
2023-04-14 03:09:05,297 semantic_segmentation INFO: Iters: 23690/40000 || Lr: 0.008976 || Task Loss: 0.2797 || KD Loss: 0.0000|| Cost Time: 3:32:17 || Estimated Time: 2:26:09
2023-04-14 03:09:10,081 semantic_segmentation INFO: Iters: 23700/40000 || Lr: 0.008971 || Task Loss: 0.2609 || KD Loss: 0.0000|| Cost Time: 3:32:22 || Estimated Time: 2:26:03
2023-04-14 03:09:14,860 semantic_segmentation INFO: Iters: 23710/40000 || Lr: 0.008966 || Task Loss: 0.2110 || KD Loss: 0.0000|| Cost Time: 3:32:27 || Estimated Time: 2:25:57
2023-04-14 03:09:19,633 semantic_segmentation INFO: Iters: 23720/40000 || Lr: 0.008962 || Task Loss: 0.2812 || KD Loss: 0.0000|| Cost Time: 3:32:31 || Estimated Time: 2:25:51
2023-04-14 03:09:24,416 semantic_segmentation INFO: Iters: 23730/40000 || Lr: 0.008957 || Task Loss: 0.2913 || KD Loss: 0.0000|| Cost Time: 3:32:36 || Estimated Time: 2:25:46
2023-04-14 03:09:29,198 semantic_segmentation INFO: Iters: 23740/40000 || Lr: 0.008952 || Task Loss: 0.2152 || KD Loss: 0.0000|| Cost Time: 3:32:41 || Estimated Time: 2:25:40
2023-04-14 03:09:33,977 semantic_segmentation INFO: Iters: 23750/40000 || Lr: 0.008947 || Task Loss: 0.3761 || KD Loss: 0.0000|| Cost Time: 3:32:46 || Estimated Time: 2:25:34
2023-04-14 03:09:38,754 semantic_segmentation INFO: Iters: 23760/40000 || Lr: 0.008942 || Task Loss: 0.2304 || KD Loss: 0.0000|| Cost Time: 3:32:51 || Estimated Time: 2:25:28
2023-04-14 03:09:43,564 semantic_segmentation INFO: Iters: 23770/40000 || Lr: 0.008937 || Task Loss: 0.2425 || KD Loss: 0.0000|| Cost Time: 3:32:55 || Estimated Time: 2:25:23
2023-04-14 03:09:48,400 semantic_segmentation INFO: Iters: 23780/40000 || Lr: 0.008932 || Task Loss: 0.2123 || KD Loss: 0.0000|| Cost Time: 3:33:00 || Estimated Time: 2:25:17
2023-04-14 03:09:53,171 semantic_segmentation INFO: Iters: 23790/40000 || Lr: 0.008927 || Task Loss: 0.3130 || KD Loss: 0.0000|| Cost Time: 3:33:05 || Estimated Time: 2:25:11
2023-04-14 03:09:57,936 semantic_segmentation INFO: Iters: 23800/40000 || Lr: 0.008922 || Task Loss: 0.3103 || KD Loss: 0.0000|| Cost Time: 3:33:10 || Estimated Time: 2:25:05
2023-04-14 03:10:02,801 semantic_segmentation INFO: Iters: 23810/40000 || Lr: 0.008917 || Task Loss: 0.2440 || KD Loss: 0.0000|| Cost Time: 3:33:15 || Estimated Time: 2:25:00
2023-04-14 03:10:07,567 semantic_segmentation INFO: Iters: 23820/40000 || Lr: 0.008913 || Task Loss: 0.2589 || KD Loss: 0.0000|| Cost Time: 3:33:19 || Estimated Time: 2:24:54
2023-04-14 03:10:12,333 semantic_segmentation INFO: Iters: 23830/40000 || Lr: 0.008908 || Task Loss: 0.2276 || KD Loss: 0.0000|| Cost Time: 3:33:24 || Estimated Time: 2:24:48
2023-04-14 03:10:17,123 semantic_segmentation INFO: Iters: 23840/40000 || Lr: 0.008903 || Task Loss: 0.3170 || KD Loss: 0.0000|| Cost Time: 3:33:29 || Estimated Time: 2:24:42
2023-04-14 03:10:21,892 semantic_segmentation INFO: Iters: 23850/40000 || Lr: 0.008898 || Task Loss: 0.2706 || KD Loss: 0.0000|| Cost Time: 3:33:34 || Estimated Time: 2:24:36
2023-04-14 03:10:26,705 semantic_segmentation INFO: Iters: 23860/40000 || Lr: 0.008893 || Task Loss: 0.2998 || KD Loss: 0.0000|| Cost Time: 3:33:38 || Estimated Time: 2:24:31
2023-04-14 03:10:31,468 semantic_segmentation INFO: Iters: 23870/40000 || Lr: 0.008888 || Task Loss: 0.2217 || KD Loss: 0.0000|| Cost Time: 3:33:43 || Estimated Time: 2:24:25
2023-04-14 03:10:36,232 semantic_segmentation INFO: Iters: 23880/40000 || Lr: 0.008883 || Task Loss: 0.2177 || KD Loss: 0.0000|| Cost Time: 3:33:48 || Estimated Time: 2:24:19
2023-04-14 03:10:41,078 semantic_segmentation INFO: Iters: 23890/40000 || Lr: 0.008878 || Task Loss: 0.2273 || KD Loss: 0.0000|| Cost Time: 3:33:53 || Estimated Time: 2:24:13
2023-04-14 03:10:45,913 semantic_segmentation INFO: Iters: 23900/40000 || Lr: 0.008873 || Task Loss: 0.2943 || KD Loss: 0.0000|| Cost Time: 3:33:58 || Estimated Time: 2:24:08
2023-04-14 03:10:50,714 semantic_segmentation INFO: Iters: 23910/40000 || Lr: 0.008868 || Task Loss: 0.2617 || KD Loss: 0.0000|| Cost Time: 3:34:02 || Estimated Time: 2:24:02
2023-04-14 03:10:55,481 semantic_segmentation INFO: Iters: 23920/40000 || Lr: 0.008864 || Task Loss: 0.1724 || KD Loss: 0.0000|| Cost Time: 3:34:07 || Estimated Time: 2:23:56
2023-04-14 03:11:00,262 semantic_segmentation INFO: Iters: 23930/40000 || Lr: 0.008859 || Task Loss: 0.3203 || KD Loss: 0.0000|| Cost Time: 3:34:12 || Estimated Time: 2:23:50
2023-04-14 03:11:05,056 semantic_segmentation INFO: Iters: 23940/40000 || Lr: 0.008854 || Task Loss: 0.3125 || KD Loss: 0.0000|| Cost Time: 3:34:17 || Estimated Time: 2:23:45
2023-04-14 03:11:09,824 semantic_segmentation INFO: Iters: 23950/40000 || Lr: 0.008849 || Task Loss: 0.2512 || KD Loss: 0.0000|| Cost Time: 3:34:22 || Estimated Time: 2:23:39
2023-04-14 03:11:14,597 semantic_segmentation INFO: Iters: 23960/40000 || Lr: 0.008844 || Task Loss: 0.2166 || KD Loss: 0.0000|| Cost Time: 3:34:26 || Estimated Time: 2:23:33
2023-04-14 03:11:19,378 semantic_segmentation INFO: Iters: 23970/40000 || Lr: 0.008839 || Task Loss: 0.1847 || KD Loss: 0.0000|| Cost Time: 3:34:31 || Estimated Time: 2:23:27
2023-04-14 03:11:24,148 semantic_segmentation INFO: Iters: 23980/40000 || Lr: 0.008834 || Task Loss: 0.1852 || KD Loss: 0.0000|| Cost Time: 3:34:36 || Estimated Time: 2:23:21
2023-04-14 03:11:28,940 semantic_segmentation INFO: Iters: 23990/40000 || Lr: 0.008829 || Task Loss: 0.3166 || KD Loss: 0.0000|| Cost Time: 3:34:41 || Estimated Time: 2:23:16
2023-04-14 03:11:33,780 semantic_segmentation INFO: Iters: 24000/40000 || Lr: 0.008824 || Task Loss: 0.2267 || KD Loss: 0.0000|| Cost Time: 3:34:46 || Estimated Time: 2:23:10
2023-04-14 03:11:34,109 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:11:36,244 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.413
2023-04-14 03:11:36,871 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.502
2023-04-14 03:11:37,058 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.516
2023-04-14 03:11:37,144 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.533
2023-04-14 03:11:37,227 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.519
2023-04-14 03:11:37,311 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.524
2023-04-14 03:11:37,388 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.522
2023-04-14 03:11:37,460 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.557
2023-04-14 03:11:37,537 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.603
2023-04-14 03:11:37,611 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.635
2023-04-14 03:11:37,681 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.645
2023-04-14 03:11:37,753 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.660
2023-04-14 03:11:37,828 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.661
2023-04-14 03:11:37,899 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.649
2023-04-14 03:11:37,972 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.654
2023-04-14 03:11:38,046 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.651
2023-04-14 03:11:38,128 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.655
2023-04-14 03:11:38,205 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.659
2023-04-14 03:11:38,278 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.671
2023-04-14 03:11:38,349 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.675
2023-04-14 03:11:38,422 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.675
2023-04-14 03:11:38,497 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.684
2023-04-14 03:11:38,572 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.681
2023-04-14 03:11:38,643 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.685
2023-04-14 03:11:38,714 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.696
2023-04-14 03:11:38,788 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.696
2023-04-14 03:11:38,866 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:11:38,945 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.683
2023-04-14 03:11:39,020 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-14 03:11:39,094 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.684
2023-04-14 03:11:39,169 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.681
2023-04-14 03:11:39,244 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 03:11:39,317 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-14 03:11:39,390 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.680
2023-04-14 03:11:39,461 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 03:11:39,531 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 03:11:39,602 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.679
2023-04-14 03:11:39,677 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-14 03:11:39,752 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.672
2023-04-14 03:11:39,826 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-14 03:11:39,902 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 03:11:39,981 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.672
2023-04-14 03:11:40,055 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.673
2023-04-14 03:11:40,130 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.674
2023-04-14 03:11:40,202 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-14 03:11:40,275 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.673
2023-04-14 03:11:40,346 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.672
2023-04-14 03:11:40,416 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.671
2023-04-14 03:11:40,490 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.675
2023-04-14 03:11:40,562 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-14 03:11:40,636 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:11:40,710 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.683
2023-04-14 03:11:40,785 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 03:11:40,863 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.685
2023-04-14 03:11:40,950 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.682
2023-04-14 03:11:41,029 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.677
2023-04-14 03:11:41,100 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.678
2023-04-14 03:11:41,175 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.683
2023-04-14 03:11:41,248 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-14 03:11:41,325 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.684
2023-04-14 03:11:41,401 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.686
2023-04-14 03:11:41,478 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 03:11:41,552 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 03:11:41,625 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 03:11:41,699 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-14 03:11:41,772 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-14 03:11:41,847 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 03:11:41,920 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 03:11:41,991 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 03:11:42,064 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 03:11:42,141 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 03:11:42,216 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-14 03:11:42,292 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-14 03:11:42,367 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.684
2023-04-14 03:11:42,445 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 03:11:42,520 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-14 03:11:42,592 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 03:11:42,667 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 03:11:42,737 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 03:11:42,810 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-14 03:11:42,882 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.687
2023-04-14 03:11:42,957 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 03:11:43,035 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 03:11:43,108 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.682
2023-04-14 03:11:43,179 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-14 03:11:43,250 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-14 03:11:43,327 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-14 03:11:43,404 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.677
2023-04-14 03:11:43,483 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.676
2023-04-14 03:11:43,559 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.934, mIoU: 0.675
2023-04-14 03:11:43,633 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.676
2023-04-14 03:11:43,704 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:43,778 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:43,850 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:43,926 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:43,996 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:44,072 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-14 03:11:44,152 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-14 03:11:44,229 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:44,306 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:44,378 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:44,451 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:44,524 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:44,599 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:44,674 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:44,750 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:44,826 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:44,904 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-14 03:11:44,980 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-14 03:11:45,059 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-14 03:11:45,131 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-14 03:11:45,201 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-14 03:11:45,277 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.690
2023-04-14 03:11:45,349 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.689
2023-04-14 03:11:45,427 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-14 03:11:45,504 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-14 03:11:45,580 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.688
2023-04-14 03:11:45,653 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.687
2023-04-14 03:11:45,728 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.690
2023-04-14 03:11:45,806 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:45,882 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:45,959 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:46,032 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:46,104 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:46,176 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.689
2023-04-14 03:11:46,249 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.691
2023-04-14 03:11:46,323 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.692
2023-04-14 03:11:46,399 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.692
2023-04-14 03:11:46,471 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.693
2023-04-14 03:11:46,545 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.934, mIoU: 0.693
2023-04-14 03:11:46,623 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.693
2023-04-14 03:11:46,691 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.693
2023-04-14 03:11:46,764 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-14 03:11:46,833 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:46,902 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:46,975 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:47,052 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:47,125 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-14 03:11:47,203 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.935, mIoU: 0.690
2023-04-14 03:11:47,286 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:47,362 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-14 03:11:47,439 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:47,517 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:47,594 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:47,666 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:47,737 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:47,810 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:47,887 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:47,962 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:48,036 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:48,111 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:48,185 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:48,260 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:48,335 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:48,407 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:48,477 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-14 03:11:48,546 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.935, mIoU: 0.693
2023-04-14 03:11:48,617 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:48,694 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:48,767 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.935, mIoU: 0.692
2023-04-14 03:11:48,843 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.935, mIoU: 0.691
2023-04-14 03:11:48,918 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:48,996 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:49,071 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:49,145 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:49,220 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:49,293 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:49,368 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:49,441 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:49,515 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-14 03:11:49,593 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-14 03:11:49,670 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:49,746 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:49,823 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-14 03:11:49,897 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-14 03:11:49,972 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:50,042 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:50,112 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:50,193 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:50,267 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:50,342 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:50,418 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:50,493 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-14 03:11:50,569 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-14 03:11:50,643 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-14 03:11:50,712 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-14 03:11:50,784 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-14 03:11:50,859 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-14 03:11:50,927 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-14 03:11:50,998 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-14 03:11:51,072 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.935, mIoU: 0.687
2023-04-14 03:11:51,142 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.935, mIoU: 0.686
2023-04-14 03:11:51,219 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:51,295 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:51,374 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:51,453 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:51,531 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.935, mIoU: 0.689
2023-04-14 03:11:51,610 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:51,686 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:51,754 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.935, mIoU: 0.688
2023-04-14 03:11:51,829 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-14 03:11:51,900 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-14 03:11:51,975 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.936, mIoU: 0.690
2023-04-14 03:11:52,053 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-14 03:11:52,130 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-14 03:11:52,207 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-14 03:11:52,283 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.936, mIoU: 0.689
2023-04-14 03:11:52,360 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-14 03:11:52,432 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-14 03:11:52,506 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-14 03:11:52,575 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-14 03:11:52,643 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-14 03:11:52,716 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-14 03:11:52,795 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 03:11:52,870 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 03:11:52,948 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 03:11:53,033 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 03:11:53,111 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 03:11:53,185 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 03:11:53,258 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 03:11:53,327 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-14 03:11:53,393 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-14 03:11:53,461 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.937, mIoU: 0.685
2023-04-14 03:11:53,529 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 03:11:53,597 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 03:11:53,665 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 03:11:53,733 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 03:11:53,803 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.938, mIoU: 0.685
2023-04-14 03:11:53,871 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-14 03:11:53,938 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-14 03:11:54,006 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-14 03:11:54,072 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 03:11:54,140 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 03:11:54,208 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 03:11:54,274 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 03:11:54,341 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 03:11:54,404 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-14 03:11:54,469 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-14 03:11:54,534 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.936, mIoU: 0.680
2023-04-14 03:11:54,598 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.936, mIoU: 0.681
2023-04-14 03:11:54,663 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-14 03:11:54,726 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-14 03:11:54,787 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.937, mIoU: 0.681
2023-04-14 03:11:54,850 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.937, mIoU: 0.682
2023-04-14 03:11:54,914 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-14 03:11:54,981 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.937, mIoU: 0.684
2023-04-14 03:11:55,054 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-14 03:11:55,125 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-14 03:11:55,197 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-14 03:11:55,267 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.937, mIoU: 0.683
2023-04-14 03:11:56,172 semantic_segmentation INFO: Overall validation pixAcc: 94.404, mIoU: 68.900
2023-04-14 03:12:01,107 semantic_segmentation INFO: Iters: 24010/40000 || Lr: 0.008819 || Task Loss: 0.3430 || KD Loss: 0.0000|| Cost Time: 3:35:13 || Estimated Time: 2:23:19
2023-04-14 03:12:05,857 semantic_segmentation INFO: Iters: 24020/40000 || Lr: 0.008815 || Task Loss: 0.2839 || KD Loss: 0.0000|| Cost Time: 3:35:18 || Estimated Time: 2:23:13
2023-04-14 03:12:10,607 semantic_segmentation INFO: Iters: 24030/40000 || Lr: 0.008810 || Task Loss: 0.2446 || KD Loss: 0.0000|| Cost Time: 3:35:22 || Estimated Time: 2:23:08
2023-04-14 03:12:15,338 semantic_segmentation INFO: Iters: 24040/40000 || Lr: 0.008805 || Task Loss: 0.2802 || KD Loss: 0.0000|| Cost Time: 3:35:27 || Estimated Time: 2:23:02
2023-04-14 03:12:20,124 semantic_segmentation INFO: Iters: 24050/40000 || Lr: 0.008800 || Task Loss: 0.2858 || KD Loss: 0.0000|| Cost Time: 3:35:32 || Estimated Time: 2:22:56
2023-04-14 03:12:24,915 semantic_segmentation INFO: Iters: 24060/40000 || Lr: 0.008795 || Task Loss: 0.1999 || KD Loss: 0.0000|| Cost Time: 3:35:37 || Estimated Time: 2:22:50
2023-04-14 03:12:29,665 semantic_segmentation INFO: Iters: 24070/40000 || Lr: 0.008790 || Task Loss: 0.3155 || KD Loss: 0.0000|| Cost Time: 3:35:41 || Estimated Time: 2:22:45
2023-04-14 03:12:34,466 semantic_segmentation INFO: Iters: 24080/40000 || Lr: 0.008785 || Task Loss: 0.7226 || KD Loss: 0.0000|| Cost Time: 3:35:46 || Estimated Time: 2:22:39
2023-04-14 03:12:39,264 semantic_segmentation INFO: Iters: 24090/40000 || Lr: 0.008780 || Task Loss: 0.2959 || KD Loss: 0.0000|| Cost Time: 3:35:51 || Estimated Time: 2:22:33
2023-04-14 03:12:44,049 semantic_segmentation INFO: Iters: 24100/40000 || Lr: 0.008775 || Task Loss: 0.3178 || KD Loss: 0.0000|| Cost Time: 3:35:56 || Estimated Time: 2:22:27
2023-04-14 03:12:48,840 semantic_segmentation INFO: Iters: 24110/40000 || Lr: 0.008770 || Task Loss: 0.3138 || KD Loss: 0.0000|| Cost Time: 3:36:01 || Estimated Time: 2:22:21
2023-04-14 03:12:53,619 semantic_segmentation INFO: Iters: 24120/40000 || Lr: 0.008765 || Task Loss: 0.3509 || KD Loss: 0.0000|| Cost Time: 3:36:05 || Estimated Time: 2:22:16
2023-04-14 03:12:58,360 semantic_segmentation INFO: Iters: 24130/40000 || Lr: 0.008760 || Task Loss: 0.2072 || KD Loss: 0.0000|| Cost Time: 3:36:10 || Estimated Time: 2:22:10
2023-04-14 03:13:03,114 semantic_segmentation INFO: Iters: 24140/40000 || Lr: 0.008756 || Task Loss: 0.2844 || KD Loss: 0.0000|| Cost Time: 3:36:15 || Estimated Time: 2:22:04
2023-04-14 03:13:07,863 semantic_segmentation INFO: Iters: 24150/40000 || Lr: 0.008751 || Task Loss: 0.3130 || KD Loss: 0.0000|| Cost Time: 3:36:20 || Estimated Time: 2:21:58
2023-04-14 03:13:12,700 semantic_segmentation INFO: Iters: 24160/40000 || Lr: 0.008746 || Task Loss: 0.2274 || KD Loss: 0.0000|| Cost Time: 3:36:24 || Estimated Time: 2:21:53
2023-04-14 03:13:17,473 semantic_segmentation INFO: Iters: 24170/40000 || Lr: 0.008741 || Task Loss: 0.2378 || KD Loss: 0.0000|| Cost Time: 3:36:29 || Estimated Time: 2:21:47
2023-04-14 03:13:22,323 semantic_segmentation INFO: Iters: 24180/40000 || Lr: 0.008736 || Task Loss: 0.2585 || KD Loss: 0.0000|| Cost Time: 3:36:34 || Estimated Time: 2:21:41
2023-04-14 03:13:27,093 semantic_segmentation INFO: Iters: 24190/40000 || Lr: 0.008731 || Task Loss: 0.1740 || KD Loss: 0.0000|| Cost Time: 3:36:39 || Estimated Time: 2:21:35
2023-04-14 03:13:31,878 semantic_segmentation INFO: Iters: 24200/40000 || Lr: 0.008726 || Task Loss: 0.2433 || KD Loss: 0.0000|| Cost Time: 3:36:44 || Estimated Time: 2:21:30
2023-04-14 03:13:36,644 semantic_segmentation INFO: Iters: 24210/40000 || Lr: 0.008721 || Task Loss: 0.2662 || KD Loss: 0.0000|| Cost Time: 3:36:48 || Estimated Time: 2:21:24
2023-04-14 03:13:41,359 semantic_segmentation INFO: Iters: 24220/40000 || Lr: 0.008716 || Task Loss: 0.3655 || KD Loss: 0.0000|| Cost Time: 3:36:53 || Estimated Time: 2:21:18
2023-04-14 03:13:46,152 semantic_segmentation INFO: Iters: 24230/40000 || Lr: 0.008711 || Task Loss: 0.3540 || KD Loss: 0.0000|| Cost Time: 3:36:58 || Estimated Time: 2:21:12
2023-04-14 03:13:50,931 semantic_segmentation INFO: Iters: 24240/40000 || Lr: 0.008706 || Task Loss: 0.2346 || KD Loss: 0.0000|| Cost Time: 3:37:03 || Estimated Time: 2:21:07
2023-04-14 03:13:55,712 semantic_segmentation INFO: Iters: 24250/40000 || Lr: 0.008702 || Task Loss: 0.2502 || KD Loss: 0.0000|| Cost Time: 3:37:07 || Estimated Time: 2:21:01
2023-04-14 03:14:00,496 semantic_segmentation INFO: Iters: 24260/40000 || Lr: 0.008697 || Task Loss: 0.2000 || KD Loss: 0.0000|| Cost Time: 3:37:12 || Estimated Time: 2:20:55
2023-04-14 03:14:05,333 semantic_segmentation INFO: Iters: 24270/40000 || Lr: 0.008692 || Task Loss: 0.2365 || KD Loss: 0.0000|| Cost Time: 3:37:17 || Estimated Time: 2:20:49
2023-04-14 03:14:10,108 semantic_segmentation INFO: Iters: 24280/40000 || Lr: 0.008687 || Task Loss: 0.3222 || KD Loss: 0.0000|| Cost Time: 3:37:22 || Estimated Time: 2:20:44
2023-04-14 03:14:14,932 semantic_segmentation INFO: Iters: 24290/40000 || Lr: 0.008682 || Task Loss: 0.2205 || KD Loss: 0.0000|| Cost Time: 3:37:27 || Estimated Time: 2:20:38
2023-04-14 03:14:19,716 semantic_segmentation INFO: Iters: 24300/40000 || Lr: 0.008677 || Task Loss: 0.2415 || KD Loss: 0.0000|| Cost Time: 3:37:31 || Estimated Time: 2:20:32
2023-04-14 03:14:24,458 semantic_segmentation INFO: Iters: 24310/40000 || Lr: 0.008672 || Task Loss: 0.3977 || KD Loss: 0.0000|| Cost Time: 3:37:36 || Estimated Time: 2:20:26
2023-04-14 03:14:29,225 semantic_segmentation INFO: Iters: 24320/40000 || Lr: 0.008667 || Task Loss: 0.2445 || KD Loss: 0.0000|| Cost Time: 3:37:41 || Estimated Time: 2:20:21
2023-04-14 03:14:34,002 semantic_segmentation INFO: Iters: 24330/40000 || Lr: 0.008662 || Task Loss: 0.2102 || KD Loss: 0.0000|| Cost Time: 3:37:46 || Estimated Time: 2:20:15
2023-04-14 03:14:38,792 semantic_segmentation INFO: Iters: 24340/40000 || Lr: 0.008657 || Task Loss: 0.3139 || KD Loss: 0.0000|| Cost Time: 3:37:51 || Estimated Time: 2:20:09
2023-04-14 03:14:43,639 semantic_segmentation INFO: Iters: 24350/40000 || Lr: 0.008652 || Task Loss: 0.3002 || KD Loss: 0.0000|| Cost Time: 3:37:55 || Estimated Time: 2:20:03
2023-04-14 03:14:48,461 semantic_segmentation INFO: Iters: 24360/40000 || Lr: 0.008647 || Task Loss: 0.2827 || KD Loss: 0.0000|| Cost Time: 3:38:00 || Estimated Time: 2:19:58
2023-04-14 03:14:53,257 semantic_segmentation INFO: Iters: 24370/40000 || Lr: 0.008643 || Task Loss: 0.3014 || KD Loss: 0.0000|| Cost Time: 3:38:05 || Estimated Time: 2:19:52
2023-04-14 03:14:58,032 semantic_segmentation INFO: Iters: 24380/40000 || Lr: 0.008638 || Task Loss: 0.2732 || KD Loss: 0.0000|| Cost Time: 3:38:10 || Estimated Time: 2:19:46
2023-04-14 03:15:02,795 semantic_segmentation INFO: Iters: 24390/40000 || Lr: 0.008633 || Task Loss: 0.2972 || KD Loss: 0.0000|| Cost Time: 3:38:15 || Estimated Time: 2:19:40
2023-04-14 03:15:07,590 semantic_segmentation INFO: Iters: 24400/40000 || Lr: 0.008628 || Task Loss: 0.2041 || KD Loss: 0.0000|| Cost Time: 3:38:19 || Estimated Time: 2:19:35
2023-04-14 03:15:08,015 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:15:10,835 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.911, mIoU: 0.366
2023-04-14 03:15:10,969 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.944, mIoU: 0.469
2023-04-14 03:15:11,134 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.489
2023-04-14 03:15:11,228 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.517
2023-04-14 03:15:11,315 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.509
2023-04-14 03:15:11,396 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.952, mIoU: 0.507
2023-04-14 03:15:11,467 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.500
2023-04-14 03:15:11,541 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.515
2023-04-14 03:15:11,614 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.519
2023-04-14 03:15:11,685 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.549
2023-04-14 03:15:11,754 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.555
2023-04-14 03:15:11,822 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.577
2023-04-14 03:15:11,892 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.590
2023-04-14 03:15:11,963 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.946, mIoU: 0.589
2023-04-14 03:15:12,035 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.584
2023-04-14 03:15:12,108 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.580
2023-04-14 03:15:12,180 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.582
2023-04-14 03:15:12,251 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.583
2023-04-14 03:15:12,321 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.593
2023-04-14 03:15:12,392 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.599
2023-04-14 03:15:12,463 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.601
2023-04-14 03:15:12,538 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.629
2023-04-14 03:15:12,613 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.627
2023-04-14 03:15:12,689 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.633
2023-04-14 03:15:12,765 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.648
2023-04-14 03:15:12,840 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.650
2023-04-14 03:15:12,914 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.647
2023-04-14 03:15:12,990 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.645
2023-04-14 03:15:13,069 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.645
2023-04-14 03:15:13,142 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.651
2023-04-14 03:15:13,216 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.651
2023-04-14 03:15:13,295 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.649
2023-04-14 03:15:13,372 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.652
2023-04-14 03:15:13,451 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.651
2023-04-14 03:15:13,529 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.654
2023-04-14 03:15:13,607 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.654
2023-04-14 03:15:13,680 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.650
2023-04-14 03:15:13,749 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.650
2023-04-14 03:15:13,820 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.642
2023-04-14 03:15:13,888 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.644
2023-04-14 03:15:13,959 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.648
2023-04-14 03:15:14,041 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.648
2023-04-14 03:15:14,112 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.649
2023-04-14 03:15:14,184 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.649
2023-04-14 03:15:14,259 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.647
2023-04-14 03:15:14,336 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.648
2023-04-14 03:15:14,414 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.648
2023-04-14 03:15:14,490 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.647
2023-04-14 03:15:14,562 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.648
2023-04-14 03:15:14,635 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.651
2023-04-14 03:15:14,707 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.651
2023-04-14 03:15:14,779 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.661
2023-04-14 03:15:14,849 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.661
2023-04-14 03:15:14,921 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.664
2023-04-14 03:15:14,995 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.664
2023-04-14 03:15:15,070 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.669
2023-04-14 03:15:15,143 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.670
2023-04-14 03:15:15,216 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.676
2023-04-14 03:15:15,294 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-14 03:15:15,369 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.677
2023-04-14 03:15:15,444 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.681
2023-04-14 03:15:15,518 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.682
2023-04-14 03:15:15,590 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.681
2023-04-14 03:15:15,662 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:15:15,737 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.681
2023-04-14 03:15:15,807 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 03:15:15,879 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-14 03:15:15,958 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-14 03:15:16,035 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-14 03:15:16,111 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-14 03:15:16,185 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-14 03:15:16,262 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-14 03:15:16,336 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-14 03:15:16,407 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.680
2023-04-14 03:15:16,480 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 03:15:16,557 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 03:15:16,624 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 03:15:16,697 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 03:15:16,772 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 03:15:16,849 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.682
2023-04-14 03:15:16,925 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.684
2023-04-14 03:15:16,998 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.684
2023-04-14 03:15:17,075 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.683
2023-04-14 03:15:17,147 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-14 03:15:17,218 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-14 03:15:17,288 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-14 03:15:17,358 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-14 03:15:17,430 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-14 03:15:17,501 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-14 03:15:17,570 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.674
2023-04-14 03:15:17,641 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-14 03:15:17,715 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-14 03:15:17,793 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-14 03:15:17,877 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:15:17,955 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:15:18,027 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:15:18,104 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-14 03:15:18,184 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-14 03:15:18,255 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:15:18,327 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.662
2023-04-14 03:15:18,399 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-14 03:15:18,471 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-14 03:15:18,546 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.661
2023-04-14 03:15:18,621 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.662
2023-04-14 03:15:18,699 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 03:15:18,777 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 03:15:18,856 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 03:15:18,939 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-14 03:15:19,013 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-14 03:15:19,086 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.662
2023-04-14 03:15:19,159 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 03:15:19,233 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.661
2023-04-14 03:15:19,311 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 03:15:19,385 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 03:15:19,460 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 03:15:19,535 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.660
2023-04-14 03:15:19,609 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-14 03:15:19,680 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-14 03:15:19,752 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-14 03:15:19,822 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.664
2023-04-14 03:15:19,893 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.663
2023-04-14 03:15:19,965 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.663
2023-04-14 03:15:20,037 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.663
2023-04-14 03:15:20,107 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.665
2023-04-14 03:15:20,180 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.664
2023-04-14 03:15:20,257 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-14 03:15:20,335 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.668
2023-04-14 03:15:20,413 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:20,492 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.667
2023-04-14 03:15:20,574 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:20,653 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:20,727 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:20,799 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-14 03:15:20,875 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.667
2023-04-14 03:15:20,950 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-14 03:15:21,024 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-14 03:15:21,097 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-14 03:15:21,170 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.667
2023-04-14 03:15:21,241 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-14 03:15:21,313 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-14 03:15:21,384 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:21,454 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-14 03:15:21,524 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-14 03:15:21,594 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-14 03:15:21,663 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.938, mIoU: 0.666
2023-04-14 03:15:21,732 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:21,802 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:21,876 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:21,947 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-14 03:15:22,019 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.938, mIoU: 0.667
2023-04-14 03:15:22,089 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:22,159 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:22,229 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:22,302 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.668
2023-04-14 03:15:22,376 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.669
2023-04-14 03:15:22,452 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.939, mIoU: 0.669
2023-04-14 03:15:22,527 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.939, mIoU: 0.669
2023-04-14 03:15:22,608 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.939, mIoU: 0.669
2023-04-14 03:15:22,687 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.939, mIoU: 0.669
2023-04-14 03:15:22,763 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-14 03:15:22,840 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.939, mIoU: 0.668
2023-04-14 03:15:22,916 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-14 03:15:22,990 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.664
2023-04-14 03:15:23,066 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-14 03:15:23,141 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.665
2023-04-14 03:15:23,216 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.664
2023-04-14 03:15:23,290 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-14 03:15:23,365 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-14 03:15:23,439 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-14 03:15:23,511 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-14 03:15:23,587 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-14 03:15:23,661 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.665
2023-04-14 03:15:23,740 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-14 03:15:23,818 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-14 03:15:23,897 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.940, mIoU: 0.665
2023-04-14 03:15:23,973 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-14 03:15:24,046 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.939, mIoU: 0.664
2023-04-14 03:15:24,125 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-14 03:15:24,196 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.939, mIoU: 0.664
2023-04-14 03:15:24,268 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.939, mIoU: 0.664
2023-04-14 03:15:24,343 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.939, mIoU: 0.663
2023-04-14 03:15:24,415 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:15:24,489 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:15:24,566 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:15:24,645 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.940, mIoU: 0.664
2023-04-14 03:15:24,719 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:15:24,793 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:15:24,867 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:15:24,939 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:15:25,010 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.940, mIoU: 0.663
2023-04-14 03:15:25,082 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.941, mIoU: 0.664
2023-04-14 03:15:25,153 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.941, mIoU: 0.663
2023-04-14 03:15:25,226 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:15:25,304 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.941, mIoU: 0.666
2023-04-14 03:15:25,384 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.941, mIoU: 0.666
2023-04-14 03:15:25,463 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:15:25,541 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:15:25,617 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:15:25,695 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:15:25,767 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.941, mIoU: 0.665
2023-04-14 03:15:25,842 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-14 03:15:25,914 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-14 03:15:25,989 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-14 03:15:26,064 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-14 03:15:26,141 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-14 03:15:26,215 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-14 03:15:26,290 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-14 03:15:26,364 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.941, mIoU: 0.667
2023-04-14 03:15:26,438 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.942, mIoU: 0.667
2023-04-14 03:15:26,513 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.942, mIoU: 0.667
2023-04-14 03:15:26,585 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.942, mIoU: 0.667
2023-04-14 03:15:26,654 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.942, mIoU: 0.667
2023-04-14 03:15:26,721 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.942, mIoU: 0.668
2023-04-14 03:15:26,796 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.942, mIoU: 0.668
2023-04-14 03:15:26,871 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.942, mIoU: 0.668
2023-04-14 03:15:26,946 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.942, mIoU: 0.668
2023-04-14 03:15:27,024 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.942, mIoU: 0.668
2023-04-14 03:15:27,103 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.942, mIoU: 0.669
2023-04-14 03:15:27,181 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.943, mIoU: 0.669
2023-04-14 03:15:27,254 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.943, mIoU: 0.669
2023-04-14 03:15:27,325 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.942, mIoU: 0.663
2023-04-14 03:15:27,395 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.942, mIoU: 0.664
2023-04-14 03:15:27,464 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.943, mIoU: 0.664
2023-04-14 03:15:27,533 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.943, mIoU: 0.664
2023-04-14 03:15:27,599 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.943, mIoU: 0.664
2023-04-14 03:15:27,666 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.943, mIoU: 0.664
2023-04-14 03:15:27,732 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.943, mIoU: 0.665
2023-04-14 03:15:27,796 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.943, mIoU: 0.664
2023-04-14 03:15:27,860 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.942, mIoU: 0.659
2023-04-14 03:15:27,923 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.942, mIoU: 0.658
2023-04-14 03:15:27,987 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:28,049 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:28,112 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:28,180 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.941, mIoU: 0.656
2023-04-14 03:15:28,252 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.941, mIoU: 0.656
2023-04-14 03:15:28,324 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:28,392 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:28,461 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:28,530 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.942, mIoU: 0.656
2023-04-14 03:15:28,598 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.942, mIoU: 0.656
2023-04-14 03:15:28,665 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:28,732 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:28,799 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:28,868 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.942, mIoU: 0.658
2023-04-14 03:15:28,939 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.942, mIoU: 0.658
2023-04-14 03:15:29,008 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.942, mIoU: 0.659
2023-04-14 03:15:29,078 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.942, mIoU: 0.659
2023-04-14 03:15:29,144 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:29,214 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:29,281 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.942, mIoU: 0.657
2023-04-14 03:15:30,019 semantic_segmentation INFO: Overall validation pixAcc: 94.824, mIoU: 67.166
2023-04-14 03:15:35,013 semantic_segmentation INFO: Iters: 24410/40000 || Lr: 0.008623 || Task Loss: 0.3704 || KD Loss: 0.0000|| Cost Time: 3:38:47 || Estimated Time: 2:19:43
2023-04-14 03:15:39,735 semantic_segmentation INFO: Iters: 24420/40000 || Lr: 0.008618 || Task Loss: 0.3586 || KD Loss: 0.0000|| Cost Time: 3:38:52 || Estimated Time: 2:19:38
2023-04-14 03:15:44,518 semantic_segmentation INFO: Iters: 24430/40000 || Lr: 0.008613 || Task Loss: 0.2303 || KD Loss: 0.0000|| Cost Time: 3:38:56 || Estimated Time: 2:19:32
2023-04-14 03:15:49,295 semantic_segmentation INFO: Iters: 24440/40000 || Lr: 0.008608 || Task Loss: 0.2224 || KD Loss: 0.0000|| Cost Time: 3:39:01 || Estimated Time: 2:19:26
2023-04-14 03:15:54,069 semantic_segmentation INFO: Iters: 24450/40000 || Lr: 0.008603 || Task Loss: 0.3510 || KD Loss: 0.0000|| Cost Time: 3:39:06 || Estimated Time: 2:19:20
2023-04-14 03:15:58,852 semantic_segmentation INFO: Iters: 24460/40000 || Lr: 0.008598 || Task Loss: 0.1807 || KD Loss: 0.0000|| Cost Time: 3:39:11 || Estimated Time: 2:19:15
2023-04-14 03:16:03,574 semantic_segmentation INFO: Iters: 24470/40000 || Lr: 0.008593 || Task Loss: 0.2569 || KD Loss: 0.0000|| Cost Time: 3:39:15 || Estimated Time: 2:19:09
2023-04-14 03:16:08,320 semantic_segmentation INFO: Iters: 24480/40000 || Lr: 0.008588 || Task Loss: 0.2044 || KD Loss: 0.0000|| Cost Time: 3:39:20 || Estimated Time: 2:19:03
2023-04-14 03:16:13,063 semantic_segmentation INFO: Iters: 24490/40000 || Lr: 0.008583 || Task Loss: 0.3283 || KD Loss: 0.0000|| Cost Time: 3:39:25 || Estimated Time: 2:18:57
2023-04-14 03:16:17,833 semantic_segmentation INFO: Iters: 24500/40000 || Lr: 0.008579 || Task Loss: 0.2990 || KD Loss: 0.0000|| Cost Time: 3:39:30 || Estimated Time: 2:18:51
2023-04-14 03:16:22,602 semantic_segmentation INFO: Iters: 24510/40000 || Lr: 0.008574 || Task Loss: 0.1889 || KD Loss: 0.0000|| Cost Time: 3:39:34 || Estimated Time: 2:18:46
2023-04-14 03:16:27,385 semantic_segmentation INFO: Iters: 24520/40000 || Lr: 0.008569 || Task Loss: 0.2890 || KD Loss: 0.0000|| Cost Time: 3:39:39 || Estimated Time: 2:18:40
2023-04-14 03:16:32,208 semantic_segmentation INFO: Iters: 24530/40000 || Lr: 0.008564 || Task Loss: 0.2775 || KD Loss: 0.0000|| Cost Time: 3:39:44 || Estimated Time: 2:18:34
2023-04-14 03:16:36,946 semantic_segmentation INFO: Iters: 24540/40000 || Lr: 0.008559 || Task Loss: 0.2316 || KD Loss: 0.0000|| Cost Time: 3:39:49 || Estimated Time: 2:18:28
2023-04-14 03:16:41,762 semantic_segmentation INFO: Iters: 24550/40000 || Lr: 0.008554 || Task Loss: 0.2536 || KD Loss: 0.0000|| Cost Time: 3:39:54 || Estimated Time: 2:18:23
2023-04-14 03:16:46,516 semantic_segmentation INFO: Iters: 24560/40000 || Lr: 0.008549 || Task Loss: 0.2524 || KD Loss: 0.0000|| Cost Time: 3:39:58 || Estimated Time: 2:18:17
2023-04-14 03:16:51,295 semantic_segmentation INFO: Iters: 24570/40000 || Lr: 0.008544 || Task Loss: 0.3262 || KD Loss: 0.0000|| Cost Time: 3:40:03 || Estimated Time: 2:18:11
2023-04-14 03:16:56,078 semantic_segmentation INFO: Iters: 24580/40000 || Lr: 0.008539 || Task Loss: 0.4237 || KD Loss: 0.0000|| Cost Time: 3:40:08 || Estimated Time: 2:18:05
2023-04-14 03:17:00,844 semantic_segmentation INFO: Iters: 24590/40000 || Lr: 0.008534 || Task Loss: 0.4560 || KD Loss: 0.0000|| Cost Time: 3:40:13 || Estimated Time: 2:18:00
2023-04-14 03:17:05,619 semantic_segmentation INFO: Iters: 24600/40000 || Lr: 0.008529 || Task Loss: 0.2731 || KD Loss: 0.0000|| Cost Time: 3:40:17 || Estimated Time: 2:17:54
2023-04-14 03:17:10,407 semantic_segmentation INFO: Iters: 24610/40000 || Lr: 0.008524 || Task Loss: 0.3659 || KD Loss: 0.0000|| Cost Time: 3:40:22 || Estimated Time: 2:17:48
2023-04-14 03:17:15,174 semantic_segmentation INFO: Iters: 24620/40000 || Lr: 0.008519 || Task Loss: 0.3462 || KD Loss: 0.0000|| Cost Time: 3:40:27 || Estimated Time: 2:17:42
2023-04-14 03:17:19,979 semantic_segmentation INFO: Iters: 24630/40000 || Lr: 0.008515 || Task Loss: 0.2492 || KD Loss: 0.0000|| Cost Time: 3:40:32 || Estimated Time: 2:17:37
2023-04-14 03:17:24,744 semantic_segmentation INFO: Iters: 24640/40000 || Lr: 0.008510 || Task Loss: 0.3772 || KD Loss: 0.0000|| Cost Time: 3:40:37 || Estimated Time: 2:17:31
2023-04-14 03:17:29,523 semantic_segmentation INFO: Iters: 24650/40000 || Lr: 0.008505 || Task Loss: 0.2340 || KD Loss: 0.0000|| Cost Time: 3:40:41 || Estimated Time: 2:17:25
2023-04-14 03:17:34,293 semantic_segmentation INFO: Iters: 24660/40000 || Lr: 0.008500 || Task Loss: 0.2320 || KD Loss: 0.0000|| Cost Time: 3:40:46 || Estimated Time: 2:17:19
2023-04-14 03:17:39,079 semantic_segmentation INFO: Iters: 24670/40000 || Lr: 0.008495 || Task Loss: 0.3302 || KD Loss: 0.0000|| Cost Time: 3:40:51 || Estimated Time: 2:17:14
2023-04-14 03:17:43,869 semantic_segmentation INFO: Iters: 24680/40000 || Lr: 0.008490 || Task Loss: 0.3127 || KD Loss: 0.0000|| Cost Time: 3:40:56 || Estimated Time: 2:17:08
2023-04-14 03:17:48,714 semantic_segmentation INFO: Iters: 24690/40000 || Lr: 0.008485 || Task Loss: 0.2349 || KD Loss: 0.0000|| Cost Time: 3:41:00 || Estimated Time: 2:17:02
2023-04-14 03:17:53,479 semantic_segmentation INFO: Iters: 24700/40000 || Lr: 0.008480 || Task Loss: 0.2357 || KD Loss: 0.0000|| Cost Time: 3:41:05 || Estimated Time: 2:16:57
2023-04-14 03:17:58,284 semantic_segmentation INFO: Iters: 24710/40000 || Lr: 0.008475 || Task Loss: 0.2985 || KD Loss: 0.0000|| Cost Time: 3:41:10 || Estimated Time: 2:16:51
2023-04-14 03:18:03,053 semantic_segmentation INFO: Iters: 24720/40000 || Lr: 0.008470 || Task Loss: 0.4143 || KD Loss: 0.0000|| Cost Time: 3:41:15 || Estimated Time: 2:16:45
2023-04-14 03:18:07,893 semantic_segmentation INFO: Iters: 24730/40000 || Lr: 0.008465 || Task Loss: 0.2487 || KD Loss: 0.0000|| Cost Time: 3:41:20 || Estimated Time: 2:16:39
2023-04-14 03:18:12,711 semantic_segmentation INFO: Iters: 24740/40000 || Lr: 0.008460 || Task Loss: 0.3691 || KD Loss: 0.0000|| Cost Time: 3:41:24 || Estimated Time: 2:16:34
2023-04-14 03:18:17,505 semantic_segmentation INFO: Iters: 24750/40000 || Lr: 0.008455 || Task Loss: 0.2759 || KD Loss: 0.0000|| Cost Time: 3:41:29 || Estimated Time: 2:16:28
2023-04-14 03:18:22,285 semantic_segmentation INFO: Iters: 24760/40000 || Lr: 0.008450 || Task Loss: 0.2331 || KD Loss: 0.0000|| Cost Time: 3:41:34 || Estimated Time: 2:16:22
2023-04-14 03:18:27,137 semantic_segmentation INFO: Iters: 24770/40000 || Lr: 0.008446 || Task Loss: 0.2321 || KD Loss: 0.0000|| Cost Time: 3:41:39 || Estimated Time: 2:16:17
2023-04-14 03:18:31,956 semantic_segmentation INFO: Iters: 24780/40000 || Lr: 0.008441 || Task Loss: 0.3179 || KD Loss: 0.0000|| Cost Time: 3:41:44 || Estimated Time: 2:16:11
2023-04-14 03:18:36,765 semantic_segmentation INFO: Iters: 24790/40000 || Lr: 0.008436 || Task Loss: 0.2714 || KD Loss: 0.0000|| Cost Time: 3:41:49 || Estimated Time: 2:16:05
2023-04-14 03:18:41,537 semantic_segmentation INFO: Iters: 24800/40000 || Lr: 0.008431 || Task Loss: 0.2140 || KD Loss: 0.0000|| Cost Time: 3:41:53 || Estimated Time: 2:15:59
2023-04-14 03:18:41,894 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:18:44,458 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.417
2023-04-14 03:18:44,616 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.494
2023-04-14 03:18:44,758 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.496
2023-04-14 03:18:45,006 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.515
2023-04-14 03:18:45,099 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.506
2023-04-14 03:18:45,187 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.515
2023-04-14 03:18:45,269 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.517
2023-04-14 03:18:45,342 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.550
2023-04-14 03:18:45,419 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.554
2023-04-14 03:18:45,492 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.598
2023-04-14 03:18:45,564 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.595
2023-04-14 03:18:45,633 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.630
2023-04-14 03:18:45,703 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.642
2023-04-14 03:18:45,775 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.626
2023-04-14 03:18:45,847 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.615
2023-04-14 03:18:45,920 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.610
2023-04-14 03:18:45,989 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.613
2023-04-14 03:18:46,058 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.616
2023-04-14 03:18:46,142 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.625
2023-04-14 03:18:46,217 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.631
2023-04-14 03:18:46,295 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.632
2023-04-14 03:18:46,374 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.634
2023-04-14 03:18:46,453 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.631
2023-04-14 03:18:46,527 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.639
2023-04-14 03:18:46,604 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.647
2023-04-14 03:18:46,677 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.650
2023-04-14 03:18:46,753 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.647
2023-04-14 03:18:46,825 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.645
2023-04-14 03:18:46,899 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.650
2023-04-14 03:18:46,974 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.668
2023-04-14 03:18:47,047 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.667
2023-04-14 03:18:47,124 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.666
2023-04-14 03:18:47,200 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.668
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2023-04-14 03:18:47,350 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.671
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2023-04-14 03:18:47,631 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.661
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2023-04-14 03:18:47,917 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.664
2023-04-14 03:18:47,995 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.665
2023-04-14 03:18:48,073 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.664
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2023-04-14 03:18:48,229 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.663
2023-04-14 03:18:48,309 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.662
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2023-04-14 03:18:48,599 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.675
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2023-04-14 03:18:48,749 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.679
2023-04-14 03:18:48,826 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.678
2023-04-14 03:18:48,901 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.673
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2023-04-14 03:18:49,046 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.681
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2023-04-14 03:18:49,189 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.682
2023-04-14 03:18:49,260 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.684
2023-04-14 03:18:49,335 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.686
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2023-04-14 03:18:49,551 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.689
2023-04-14 03:18:49,621 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.690
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2023-04-14 03:18:51,036 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.682
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2023-04-14 03:18:51,545 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.698
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2023-04-14 03:18:51,776 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.698
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2023-04-14 03:18:52,228 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.696
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2023-04-14 03:18:54,672 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.696
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2023-04-14 03:18:56,544 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.698
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2023-04-14 03:18:56,840 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.693
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2023-04-14 03:19:01,787 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:19:01,855 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:19:01,924 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:19:01,990 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:19:02,058 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:19:02,126 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:19:02,194 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:19:02,263 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:19:02,330 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:19:02,399 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:19:02,467 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-14 03:19:02,535 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-14 03:19:02,603 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:19:02,672 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:19:02,739 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:19:02,808 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:19:02,878 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:19:02,947 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-14 03:19:03,016 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:19:03,083 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-14 03:19:03,153 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-14 03:19:03,222 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-14 03:19:03,759 semantic_segmentation INFO: Overall validation pixAcc: 94.856, mIoU: 69.423
2023-04-14 03:19:08,966 semantic_segmentation INFO: Iters: 24810/40000 || Lr: 0.008426 || Task Loss: 0.2743 || KD Loss: 0.0000|| Cost Time: 3:42:21 || Estimated Time: 2:16:08
2023-04-14 03:19:13,701 semantic_segmentation INFO: Iters: 24820/40000 || Lr: 0.008421 || Task Loss: 0.2443 || KD Loss: 0.0000|| Cost Time: 3:42:25 || Estimated Time: 2:16:02
2023-04-14 03:19:18,448 semantic_segmentation INFO: Iters: 24830/40000 || Lr: 0.008416 || Task Loss: 0.2753 || KD Loss: 0.0000|| Cost Time: 3:42:30 || Estimated Time: 2:15:56
2023-04-14 03:19:23,205 semantic_segmentation INFO: Iters: 24840/40000 || Lr: 0.008411 || Task Loss: 0.2623 || KD Loss: 0.0000|| Cost Time: 3:42:35 || Estimated Time: 2:15:50
2023-04-14 03:19:27,944 semantic_segmentation INFO: Iters: 24850/40000 || Lr: 0.008406 || Task Loss: 0.2040 || KD Loss: 0.0000|| Cost Time: 3:42:40 || Estimated Time: 2:15:44
2023-04-14 03:19:32,732 semantic_segmentation INFO: Iters: 24860/40000 || Lr: 0.008401 || Task Loss: 0.2649 || KD Loss: 0.0000|| Cost Time: 3:42:45 || Estimated Time: 2:15:39
2023-04-14 03:19:37,506 semantic_segmentation INFO: Iters: 24870/40000 || Lr: 0.008396 || Task Loss: 0.2069 || KD Loss: 0.0000|| Cost Time: 3:42:49 || Estimated Time: 2:15:33
2023-04-14 03:19:42,283 semantic_segmentation INFO: Iters: 24880/40000 || Lr: 0.008391 || Task Loss: 0.1968 || KD Loss: 0.0000|| Cost Time: 3:42:54 || Estimated Time: 2:15:27
2023-04-14 03:19:47,085 semantic_segmentation INFO: Iters: 24890/40000 || Lr: 0.008386 || Task Loss: 0.2171 || KD Loss: 0.0000|| Cost Time: 3:42:59 || Estimated Time: 2:15:22
2023-04-14 03:19:51,856 semantic_segmentation INFO: Iters: 24900/40000 || Lr: 0.008381 || Task Loss: 0.2752 || KD Loss: 0.0000|| Cost Time: 3:43:04 || Estimated Time: 2:15:16
2023-04-14 03:19:56,626 semantic_segmentation INFO: Iters: 24910/40000 || Lr: 0.008376 || Task Loss: 0.2656 || KD Loss: 0.0000|| Cost Time: 3:43:08 || Estimated Time: 2:15:10
2023-04-14 03:20:01,404 semantic_segmentation INFO: Iters: 24920/40000 || Lr: 0.008372 || Task Loss: 0.1672 || KD Loss: 0.0000|| Cost Time: 3:43:13 || Estimated Time: 2:15:04
2023-04-14 03:20:06,173 semantic_segmentation INFO: Iters: 24930/40000 || Lr: 0.008367 || Task Loss: 0.3372 || KD Loss: 0.0000|| Cost Time: 3:43:18 || Estimated Time: 2:14:59
2023-04-14 03:20:10,904 semantic_segmentation INFO: Iters: 24940/40000 || Lr: 0.008362 || Task Loss: 0.1935 || KD Loss: 0.0000|| Cost Time: 3:43:23 || Estimated Time: 2:14:53
2023-04-14 03:20:15,672 semantic_segmentation INFO: Iters: 24950/40000 || Lr: 0.008357 || Task Loss: 0.3586 || KD Loss: 0.0000|| Cost Time: 3:43:27 || Estimated Time: 2:14:47
2023-04-14 03:20:20,458 semantic_segmentation INFO: Iters: 24960/40000 || Lr: 0.008352 || Task Loss: 0.2134 || KD Loss: 0.0000|| Cost Time: 3:43:32 || Estimated Time: 2:14:41
2023-04-14 03:20:25,237 semantic_segmentation INFO: Iters: 24970/40000 || Lr: 0.008347 || Task Loss: 0.3072 || KD Loss: 0.0000|| Cost Time: 3:43:37 || Estimated Time: 2:14:36
2023-04-14 03:20:30,021 semantic_segmentation INFO: Iters: 24980/40000 || Lr: 0.008342 || Task Loss: 0.3828 || KD Loss: 0.0000|| Cost Time: 3:43:42 || Estimated Time: 2:14:30
2023-04-14 03:20:34,798 semantic_segmentation INFO: Iters: 24990/40000 || Lr: 0.008337 || Task Loss: 0.2914 || KD Loss: 0.0000|| Cost Time: 3:43:47 || Estimated Time: 2:14:24
2023-04-14 03:20:39,569 semantic_segmentation INFO: Iters: 25000/40000 || Lr: 0.008332 || Task Loss: 0.1679 || KD Loss: 0.0000|| Cost Time: 3:43:51 || Estimated Time: 2:14:18
2023-04-14 03:20:44,360 semantic_segmentation INFO: Iters: 25010/40000 || Lr: 0.008327 || Task Loss: 0.2622 || KD Loss: 0.0000|| Cost Time: 3:43:56 || Estimated Time: 2:14:13
2023-04-14 03:20:49,133 semantic_segmentation INFO: Iters: 25020/40000 || Lr: 0.008322 || Task Loss: 0.3015 || KD Loss: 0.0000|| Cost Time: 3:44:01 || Estimated Time: 2:14:07
2023-04-14 03:20:53,900 semantic_segmentation INFO: Iters: 25030/40000 || Lr: 0.008317 || Task Loss: 0.2691 || KD Loss: 0.0000|| Cost Time: 3:44:06 || Estimated Time: 2:14:01
2023-04-14 03:20:58,740 semantic_segmentation INFO: Iters: 25040/40000 || Lr: 0.008312 || Task Loss: 0.3002 || KD Loss: 0.0000|| Cost Time: 3:44:11 || Estimated Time: 2:13:56
2023-04-14 03:21:03,522 semantic_segmentation INFO: Iters: 25050/40000 || Lr: 0.008307 || Task Loss: 0.4377 || KD Loss: 0.0000|| Cost Time: 3:44:15 || Estimated Time: 2:13:50
2023-04-14 03:21:08,325 semantic_segmentation INFO: Iters: 25060/40000 || Lr: 0.008302 || Task Loss: 0.3263 || KD Loss: 0.0000|| Cost Time: 3:44:20 || Estimated Time: 2:13:44
2023-04-14 03:21:13,107 semantic_segmentation INFO: Iters: 25070/40000 || Lr: 0.008297 || Task Loss: 0.2424 || KD Loss: 0.0000|| Cost Time: 3:44:25 || Estimated Time: 2:13:38
2023-04-14 03:21:17,882 semantic_segmentation INFO: Iters: 25080/40000 || Lr: 0.008293 || Task Loss: 0.2209 || KD Loss: 0.0000|| Cost Time: 3:44:30 || Estimated Time: 2:13:33
2023-04-14 03:21:22,730 semantic_segmentation INFO: Iters: 25090/40000 || Lr: 0.008288 || Task Loss: 0.2152 || KD Loss: 0.0000|| Cost Time: 3:44:35 || Estimated Time: 2:13:27
2023-04-14 03:21:27,499 semantic_segmentation INFO: Iters: 25100/40000 || Lr: 0.008283 || Task Loss: 0.2352 || KD Loss: 0.0000|| Cost Time: 3:44:39 || Estimated Time: 2:13:21
2023-04-14 03:21:32,298 semantic_segmentation INFO: Iters: 25110/40000 || Lr: 0.008278 || Task Loss: 0.2233 || KD Loss: 0.0000|| Cost Time: 3:44:44 || Estimated Time: 2:13:16
2023-04-14 03:21:37,068 semantic_segmentation INFO: Iters: 25120/40000 || Lr: 0.008273 || Task Loss: 0.2666 || KD Loss: 0.0000|| Cost Time: 3:44:49 || Estimated Time: 2:13:10
2023-04-14 03:21:41,832 semantic_segmentation INFO: Iters: 25130/40000 || Lr: 0.008268 || Task Loss: 0.1967 || KD Loss: 0.0000|| Cost Time: 3:44:54 || Estimated Time: 2:13:04
2023-04-14 03:21:46,613 semantic_segmentation INFO: Iters: 25140/40000 || Lr: 0.008263 || Task Loss: 0.3110 || KD Loss: 0.0000|| Cost Time: 3:44:58 || Estimated Time: 2:12:58
2023-04-14 03:21:51,405 semantic_segmentation INFO: Iters: 25150/40000 || Lr: 0.008258 || Task Loss: 0.1969 || KD Loss: 0.0000|| Cost Time: 3:45:03 || Estimated Time: 2:12:53
2023-04-14 03:21:56,163 semantic_segmentation INFO: Iters: 25160/40000 || Lr: 0.008253 || Task Loss: 0.2496 || KD Loss: 0.0000|| Cost Time: 3:45:08 || Estimated Time: 2:12:47
2023-04-14 03:22:01,051 semantic_segmentation INFO: Iters: 25170/40000 || Lr: 0.008248 || Task Loss: 0.1964 || KD Loss: 0.0000|| Cost Time: 3:45:13 || Estimated Time: 2:12:41
2023-04-14 03:22:05,795 semantic_segmentation INFO: Iters: 25180/40000 || Lr: 0.008243 || Task Loss: 0.4090 || KD Loss: 0.0000|| Cost Time: 3:45:18 || Estimated Time: 2:12:36
2023-04-14 03:22:10,588 semantic_segmentation INFO: Iters: 25190/40000 || Lr: 0.008238 || Task Loss: 0.2991 || KD Loss: 0.0000|| Cost Time: 3:45:22 || Estimated Time: 2:12:30
2023-04-14 03:22:15,409 semantic_segmentation INFO: Iters: 25200/40000 || Lr: 0.008233 || Task Loss: 0.2545 || KD Loss: 0.0000|| Cost Time: 3:45:27 || Estimated Time: 2:12:24
2023-04-14 03:22:15,803 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:22:17,889 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.413
2023-04-14 03:22:18,041 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.490
2023-04-14 03:22:18,919 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.501
2023-04-14 03:22:19,009 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.521
2023-04-14 03:22:19,089 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.511
2023-04-14 03:22:19,166 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.510
2023-04-14 03:22:19,237 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.538
2023-04-14 03:22:19,306 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.588
2023-04-14 03:22:19,376 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.588
2023-04-14 03:22:19,447 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.634
2023-04-14 03:22:19,522 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.639
2023-04-14 03:22:19,592 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.673
2023-04-14 03:22:19,662 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.661
2023-04-14 03:22:19,731 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.656
2023-04-14 03:22:19,804 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.655
2023-04-14 03:22:19,873 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.649
2023-04-14 03:22:19,942 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.651
2023-04-14 03:22:20,015 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.654
2023-04-14 03:22:20,088 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.659
2023-04-14 03:22:20,158 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.666
2023-04-14 03:22:20,234 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.667
2023-04-14 03:22:20,314 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.632
2023-04-14 03:22:20,398 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.629
2023-04-14 03:22:20,481 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.638
2023-04-14 03:22:20,557 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.649
2023-04-14 03:22:20,634 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.653
2023-04-14 03:22:20,710 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.644
2023-04-14 03:22:20,788 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.642
2023-04-14 03:22:20,861 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.653
2023-04-14 03:22:20,936 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.654
2023-04-14 03:22:21,012 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.653
2023-04-14 03:22:21,089 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.652
2023-04-14 03:22:21,164 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.654
2023-04-14 03:22:21,237 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.651
2023-04-14 03:22:21,322 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.653
2023-04-14 03:22:21,395 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.652
2023-04-14 03:22:21,469 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.648
2023-04-14 03:22:21,545 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.646
2023-04-14 03:22:21,618 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.641
2023-04-14 03:22:21,693 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.642
2023-04-14 03:22:21,764 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.645
2023-04-14 03:22:21,838 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.644
2023-04-14 03:22:21,910 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.644
2023-04-14 03:22:21,982 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.646
2023-04-14 03:22:22,055 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.644
2023-04-14 03:22:22,134 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.644
2023-04-14 03:22:22,217 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.644
2023-04-14 03:22:22,308 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.643
2023-04-14 03:22:22,385 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.647
2023-04-14 03:22:22,467 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.650
2023-04-14 03:22:22,542 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.650
2023-04-14 03:22:22,614 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.658
2023-04-14 03:22:22,687 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.659
2023-04-14 03:22:22,765 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.660
2023-04-14 03:22:22,843 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.659
2023-04-14 03:22:22,923 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.666
2023-04-14 03:22:22,995 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.666
2023-04-14 03:22:23,072 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.672
2023-04-14 03:22:23,145 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.675
2023-04-14 03:22:23,215 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.674
2023-04-14 03:22:23,288 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.676
2023-04-14 03:22:23,366 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.678
2023-04-14 03:22:23,437 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.675
2023-04-14 03:22:23,514 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:22:23,594 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 03:22:23,676 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 03:22:23,751 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-14 03:22:23,827 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.681
2023-04-14 03:22:23,903 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-14 03:22:23,974 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-14 03:22:24,045 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-14 03:22:24,117 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-14 03:22:24,195 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:22:24,273 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:22:24,348 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:22:24,426 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-14 03:22:24,499 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:22:24,571 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:22:24,641 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:22:24,715 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.680
2023-04-14 03:22:24,785 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.682
2023-04-14 03:22:24,856 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.682
2023-04-14 03:22:24,928 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.682
2023-04-14 03:22:24,997 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-14 03:22:25,068 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-14 03:22:25,144 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-14 03:22:25,226 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-14 03:22:25,308 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-14 03:22:25,386 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-14 03:22:25,462 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-14 03:22:25,537 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.676
2023-04-14 03:22:25,607 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:22:25,683 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:22:25,755 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.689
2023-04-14 03:22:25,830 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-14 03:22:25,904 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-14 03:22:25,983 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-14 03:22:26,059 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.690
2023-04-14 03:22:26,138 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-14 03:22:26,218 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:26,292 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-14 03:22:26,368 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 03:22:26,440 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 03:22:26,516 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 03:22:26,594 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 03:22:26,668 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 03:22:26,743 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 03:22:26,818 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:22:26,891 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:22:26,965 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-14 03:22:27,036 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 03:22:27,104 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 03:22:27,177 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 03:22:27,252 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 03:22:27,322 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 03:22:27,394 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.688
2023-04-14 03:22:27,468 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-14 03:22:27,544 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-14 03:22:27,619 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:22:27,697 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:22:27,772 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:22:27,848 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:22:27,921 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.689
2023-04-14 03:22:27,994 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-14 03:22:28,066 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-14 03:22:28,137 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-14 03:22:28,205 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-14 03:22:28,278 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-14 03:22:28,355 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-14 03:22:28,428 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-14 03:22:28,513 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-14 03:22:28,592 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.696
2023-04-14 03:22:28,668 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.695
2023-04-14 03:22:28,743 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 03:22:28,816 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 03:22:28,892 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 03:22:28,963 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:29,035 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 03:22:29,113 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-14 03:22:29,188 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 03:22:29,263 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-14 03:22:29,341 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-14 03:22:29,418 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 03:22:29,492 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:29,566 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-14 03:22:29,649 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 03:22:29,721 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 03:22:29,796 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-14 03:22:29,872 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.692
2023-04-14 03:22:29,951 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:30,032 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 03:22:30,111 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 03:22:30,184 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 03:22:30,255 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 03:22:30,331 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 03:22:30,408 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 03:22:30,484 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 03:22:30,559 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 03:22:30,636 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 03:22:30,711 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 03:22:30,783 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 03:22:30,856 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:30,928 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-14 03:22:31,002 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:31,072 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:31,148 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:31,221 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:31,301 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:31,375 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:31,452 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:31,529 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:22:31,607 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:22:31,681 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:22:31,751 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:22:31,822 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:22:31,892 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:22:31,966 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-14 03:22:32,040 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:22:32,116 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-14 03:22:32,190 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-14 03:22:32,265 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:22:32,341 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:22:32,420 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:22:32,501 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:22:32,582 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:22:32,658 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:22:32,732 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:22:32,805 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:22:32,880 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:22:32,955 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:22:33,028 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 03:22:33,099 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 03:22:33,172 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:22:33,243 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:22:33,316 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:22:33,385 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:22:33,454 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:22:33,522 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:22:33,594 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 03:22:33,664 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 03:22:33,743 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:22:33,824 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:22:33,903 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:22:33,980 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:22:34,058 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:22:34,136 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:22:34,212 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:22:34,286 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:22:34,362 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:22:34,439 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 03:22:34,516 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:22:34,600 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:22:34,674 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:22:34,749 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:22:34,820 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:22:34,891 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:22:34,961 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:22:35,030 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:22:35,101 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:22:35,171 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:22:35,242 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-14 03:22:35,311 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 03:22:35,380 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 03:22:35,450 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-14 03:22:35,520 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-14 03:22:35,590 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-14 03:22:35,659 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-14 03:22:35,729 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-14 03:22:35,797 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:22:35,866 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:22:35,934 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 03:22:35,999 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 03:22:36,067 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 03:22:36,134 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 03:22:36,203 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 03:22:36,272 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 03:22:36,340 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:22:36,410 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:22:36,479 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 03:22:36,548 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:22:36,617 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:22:36,687 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:22:36,753 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:22:36,822 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:22:36,891 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:22:36,959 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-14 03:22:37,026 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:22:37,092 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:22:37,161 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:22:37,231 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.943, mIoU: 0.688
2023-04-14 03:22:37,729 semantic_segmentation INFO: Overall validation pixAcc: 94.843, mIoU: 69.271
2023-04-14 03:22:42,671 semantic_segmentation INFO: Iters: 25210/40000 || Lr: 0.008228 || Task Loss: 0.3592 || KD Loss: 0.0000|| Cost Time: 3:45:54 || Estimated Time: 2:12:32
2023-04-14 03:22:47,421 semantic_segmentation INFO: Iters: 25220/40000 || Lr: 0.008223 || Task Loss: 0.1756 || KD Loss: 0.0000|| Cost Time: 3:45:59 || Estimated Time: 2:12:26
2023-04-14 03:22:52,202 semantic_segmentation INFO: Iters: 25230/40000 || Lr: 0.008218 || Task Loss: 0.3645 || KD Loss: 0.0000|| Cost Time: 3:46:04 || Estimated Time: 2:12:20
2023-04-14 03:22:56,942 semantic_segmentation INFO: Iters: 25240/40000 || Lr: 0.008213 || Task Loss: 0.2747 || KD Loss: 0.0000|| Cost Time: 3:46:09 || Estimated Time: 2:12:14
2023-04-14 03:23:01,702 semantic_segmentation INFO: Iters: 25250/40000 || Lr: 0.008208 || Task Loss: 0.2959 || KD Loss: 0.0000|| Cost Time: 3:46:13 || Estimated Time: 2:12:09
2023-04-14 03:23:06,518 semantic_segmentation INFO: Iters: 25260/40000 || Lr: 0.008204 || Task Loss: 0.2365 || KD Loss: 0.0000|| Cost Time: 3:46:18 || Estimated Time: 2:12:03
2023-04-14 03:23:11,274 semantic_segmentation INFO: Iters: 25270/40000 || Lr: 0.008199 || Task Loss: 0.2659 || KD Loss: 0.0000|| Cost Time: 3:46:23 || Estimated Time: 2:11:57
2023-04-14 03:23:16,077 semantic_segmentation INFO: Iters: 25280/40000 || Lr: 0.008194 || Task Loss: 0.1931 || KD Loss: 0.0000|| Cost Time: 3:46:28 || Estimated Time: 2:11:52
2023-04-14 03:23:20,842 semantic_segmentation INFO: Iters: 25290/40000 || Lr: 0.008189 || Task Loss: 0.2517 || KD Loss: 0.0000|| Cost Time: 3:46:33 || Estimated Time: 2:11:46
2023-04-14 03:23:25,619 semantic_segmentation INFO: Iters: 25300/40000 || Lr: 0.008184 || Task Loss: 0.3158 || KD Loss: 0.0000|| Cost Time: 3:46:37 || Estimated Time: 2:11:40
2023-04-14 03:23:30,432 semantic_segmentation INFO: Iters: 25310/40000 || Lr: 0.008179 || Task Loss: 0.2915 || KD Loss: 0.0000|| Cost Time: 3:46:42 || Estimated Time: 2:11:34
2023-04-14 03:23:35,203 semantic_segmentation INFO: Iters: 25320/40000 || Lr: 0.008174 || Task Loss: 0.2811 || KD Loss: 0.0000|| Cost Time: 3:46:47 || Estimated Time: 2:11:29
2023-04-14 03:23:39,988 semantic_segmentation INFO: Iters: 25330/40000 || Lr: 0.008169 || Task Loss: 0.3300 || KD Loss: 0.0000|| Cost Time: 3:46:52 || Estimated Time: 2:11:23
2023-04-14 03:23:44,793 semantic_segmentation INFO: Iters: 25340/40000 || Lr: 0.008164 || Task Loss: 0.2958 || KD Loss: 0.0000|| Cost Time: 3:46:57 || Estimated Time: 2:11:17
2023-04-14 03:23:49,612 semantic_segmentation INFO: Iters: 25350/40000 || Lr: 0.008159 || Task Loss: 0.2500 || KD Loss: 0.0000|| Cost Time: 3:47:01 || Estimated Time: 2:11:12
2023-04-14 03:23:54,400 semantic_segmentation INFO: Iters: 25360/40000 || Lr: 0.008154 || Task Loss: 0.3018 || KD Loss: 0.0000|| Cost Time: 3:47:06 || Estimated Time: 2:11:06
2023-04-14 03:23:59,174 semantic_segmentation INFO: Iters: 25370/40000 || Lr: 0.008149 || Task Loss: 0.2344 || KD Loss: 0.0000|| Cost Time: 3:47:11 || Estimated Time: 2:11:00
2023-04-14 03:24:03,958 semantic_segmentation INFO: Iters: 25380/40000 || Lr: 0.008144 || Task Loss: 0.2735 || KD Loss: 0.0000|| Cost Time: 3:47:16 || Estimated Time: 2:10:54
2023-04-14 03:24:08,736 semantic_segmentation INFO: Iters: 25390/40000 || Lr: 0.008139 || Task Loss: 0.2183 || KD Loss: 0.0000|| Cost Time: 3:47:21 || Estimated Time: 2:10:49
2023-04-14 03:24:13,537 semantic_segmentation INFO: Iters: 25400/40000 || Lr: 0.008134 || Task Loss: 0.2680 || KD Loss: 0.0000|| Cost Time: 3:47:25 || Estimated Time: 2:10:43
2023-04-14 03:24:18,272 semantic_segmentation INFO: Iters: 25410/40000 || Lr: 0.008129 || Task Loss: 0.2223 || KD Loss: 0.0000|| Cost Time: 3:47:30 || Estimated Time: 2:10:37
2023-04-14 03:24:23,002 semantic_segmentation INFO: Iters: 25420/40000 || Lr: 0.008124 || Task Loss: 0.3093 || KD Loss: 0.0000|| Cost Time: 3:47:35 || Estimated Time: 2:10:32
2023-04-14 03:24:27,792 semantic_segmentation INFO: Iters: 25430/40000 || Lr: 0.008119 || Task Loss: 0.3508 || KD Loss: 0.0000|| Cost Time: 3:47:40 || Estimated Time: 2:10:26
2023-04-14 03:24:32,564 semantic_segmentation INFO: Iters: 25440/40000 || Lr: 0.008114 || Task Loss: 0.3306 || KD Loss: 0.0000|| Cost Time: 3:47:44 || Estimated Time: 2:10:20
2023-04-14 03:24:37,350 semantic_segmentation INFO: Iters: 25450/40000 || Lr: 0.008109 || Task Loss: 0.3072 || KD Loss: 0.0000|| Cost Time: 3:47:49 || Estimated Time: 2:10:14
2023-04-14 03:24:42,157 semantic_segmentation INFO: Iters: 25460/40000 || Lr: 0.008104 || Task Loss: 0.2412 || KD Loss: 0.0000|| Cost Time: 3:47:54 || Estimated Time: 2:10:09
2023-04-14 03:24:46,944 semantic_segmentation INFO: Iters: 25470/40000 || Lr: 0.008100 || Task Loss: 0.1549 || KD Loss: 0.0000|| Cost Time: 3:47:59 || Estimated Time: 2:10:03
2023-04-14 03:24:51,772 semantic_segmentation INFO: Iters: 25480/40000 || Lr: 0.008095 || Task Loss: 0.3294 || KD Loss: 0.0000|| Cost Time: 3:48:04 || Estimated Time: 2:09:57
2023-04-14 03:24:56,606 semantic_segmentation INFO: Iters: 25490/40000 || Lr: 0.008090 || Task Loss: 0.2976 || KD Loss: 0.0000|| Cost Time: 3:48:08 || Estimated Time: 2:09:52
2023-04-14 03:25:01,460 semantic_segmentation INFO: Iters: 25500/40000 || Lr: 0.008085 || Task Loss: 0.3375 || KD Loss: 0.0000|| Cost Time: 3:48:13 || Estimated Time: 2:09:46
2023-04-14 03:25:06,222 semantic_segmentation INFO: Iters: 25510/40000 || Lr: 0.008080 || Task Loss: 0.2338 || KD Loss: 0.0000|| Cost Time: 3:48:18 || Estimated Time: 2:09:40
2023-04-14 03:25:11,001 semantic_segmentation INFO: Iters: 25520/40000 || Lr: 0.008075 || Task Loss: 0.3390 || KD Loss: 0.0000|| Cost Time: 3:48:23 || Estimated Time: 2:09:35
2023-04-14 03:25:15,834 semantic_segmentation INFO: Iters: 25530/40000 || Lr: 0.008070 || Task Loss: 0.2671 || KD Loss: 0.0000|| Cost Time: 3:48:28 || Estimated Time: 2:09:29
2023-04-14 03:25:20,633 semantic_segmentation INFO: Iters: 25540/40000 || Lr: 0.008065 || Task Loss: 0.3329 || KD Loss: 0.0000|| Cost Time: 3:48:32 || Estimated Time: 2:09:23
2023-04-14 03:25:25,436 semantic_segmentation INFO: Iters: 25550/40000 || Lr: 0.008060 || Task Loss: 0.1747 || KD Loss: 0.0000|| Cost Time: 3:48:37 || Estimated Time: 2:09:17
2023-04-14 03:25:30,186 semantic_segmentation INFO: Iters: 25560/40000 || Lr: 0.008055 || Task Loss: 0.2323 || KD Loss: 0.0000|| Cost Time: 3:48:42 || Estimated Time: 2:09:12
2023-04-14 03:25:35,016 semantic_segmentation INFO: Iters: 25570/40000 || Lr: 0.008050 || Task Loss: 0.2657 || KD Loss: 0.0000|| Cost Time: 3:48:47 || Estimated Time: 2:09:06
2023-04-14 03:25:39,817 semantic_segmentation INFO: Iters: 25580/40000 || Lr: 0.008045 || Task Loss: 0.2754 || KD Loss: 0.0000|| Cost Time: 3:48:52 || Estimated Time: 2:09:00
2023-04-14 03:25:44,610 semantic_segmentation INFO: Iters: 25590/40000 || Lr: 0.008040 || Task Loss: 0.2911 || KD Loss: 0.0000|| Cost Time: 3:48:56 || Estimated Time: 2:08:55
2023-04-14 03:25:49,433 semantic_segmentation INFO: Iters: 25600/40000 || Lr: 0.008035 || Task Loss: 0.2292 || KD Loss: 0.0000|| Cost Time: 3:49:01 || Estimated Time: 2:08:49
2023-04-14 03:25:49,754 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:25:52,402 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.404
2023-04-14 03:25:52,516 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.497
2023-04-14 03:25:52,627 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.506
2023-04-14 03:25:52,775 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.536
2023-04-14 03:25:52,856 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.525
2023-04-14 03:25:52,938 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.530
2023-04-14 03:25:53,025 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.515
2023-04-14 03:25:53,100 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.558
2023-04-14 03:25:53,179 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.605
2023-04-14 03:25:53,253 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.635
2023-04-14 03:25:53,337 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.650
2023-04-14 03:25:53,407 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.668
2023-04-14 03:25:53,475 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.673
2023-04-14 03:25:53,548 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.663
2023-04-14 03:25:53,619 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.658
2023-04-14 03:25:53,690 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.652
2023-04-14 03:25:53,761 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.653
2023-04-14 03:25:53,833 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.656
2023-04-14 03:25:53,912 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.665
2023-04-14 03:25:53,990 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.671
2023-04-14 03:25:54,065 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.671
2023-04-14 03:25:54,140 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.670
2023-04-14 03:25:54,214 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.671
2023-04-14 03:25:54,288 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.680
2023-04-14 03:25:54,368 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.696
2023-04-14 03:25:54,441 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.696
2023-04-14 03:25:54,514 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.685
2023-04-14 03:25:54,585 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.683
2023-04-14 03:25:54,659 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.683
2023-04-14 03:25:54,738 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.683
2023-04-14 03:25:54,820 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.681
2023-04-14 03:25:54,894 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.682
2023-04-14 03:25:54,970 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.684
2023-04-14 03:25:55,046 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.684
2023-04-14 03:25:55,117 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.685
2023-04-14 03:25:55,190 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.684
2023-04-14 03:25:55,262 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.680
2023-04-14 03:25:55,335 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.680
2023-04-14 03:25:55,404 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.683
2023-04-14 03:25:55,476 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.684
2023-04-14 03:25:55,557 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.682
2023-04-14 03:25:55,637 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.682
2023-04-14 03:25:55,714 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.682
2023-04-14 03:25:55,791 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.683
2023-04-14 03:25:55,871 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.682
2023-04-14 03:25:55,946 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.682
2023-04-14 03:25:56,023 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.683
2023-04-14 03:25:56,099 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.681
2023-04-14 03:25:56,180 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.685
2023-04-14 03:25:56,258 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.688
2023-04-14 03:25:56,334 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.689
2023-04-14 03:25:56,408 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.694
2023-04-14 03:25:56,480 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.694
2023-04-14 03:25:56,551 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.697
2023-04-14 03:25:56,624 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.695
2023-04-14 03:25:56,699 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.688
2023-04-14 03:25:56,773 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.689
2023-04-14 03:25:56,851 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.695
2023-04-14 03:25:56,930 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-14 03:25:57,003 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-14 03:25:57,084 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.694
2023-04-14 03:25:57,162 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:25:57,236 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-14 03:25:57,310 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-14 03:25:57,391 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:25:57,470 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:25:57,545 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:25:57,621 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:25:57,698 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:25:57,770 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:25:57,844 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:25:57,916 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 03:25:57,989 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:25:58,061 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:25:58,136 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-14 03:25:58,216 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-14 03:25:58,294 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:25:58,372 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:25:58,447 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:25:58,521 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-14 03:25:58,594 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-14 03:25:58,666 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-14 03:25:58,736 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-14 03:25:58,805 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:25:58,879 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:25:58,951 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:25:59,034 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:25:59,113 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:25:59,193 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:25:59,269 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:25:59,346 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:25:59,420 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-14 03:25:59,492 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-14 03:25:59,562 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-14 03:25:59,636 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-14 03:25:59,707 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.712
2023-04-14 03:25:59,781 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-14 03:25:59,856 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-14 03:25:59,932 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-14 03:26:00,013 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-14 03:26:00,092 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.941, mIoU: 0.712
2023-04-14 03:26:00,169 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.711
2023-04-14 03:26:00,245 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-14 03:26:00,318 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-14 03:26:00,390 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-14 03:26:00,470 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-14 03:26:00,545 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-14 03:26:00,618 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-14 03:26:00,691 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-14 03:26:00,766 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.708
2023-04-14 03:26:00,840 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.709
2023-04-14 03:26:00,912 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.708
2023-04-14 03:26:00,983 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.940, mIoU: 0.708
2023-04-14 03:26:01,053 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.708
2023-04-14 03:26:01,128 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:26:01,197 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:26:01,267 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.709
2023-04-14 03:26:01,339 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.709
2023-04-14 03:26:01,413 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.710
2023-04-14 03:26:01,497 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.710
2023-04-14 03:26:01,576 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.709
2023-04-14 03:26:01,653 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.708
2023-04-14 03:26:01,726 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.708
2023-04-14 03:26:01,801 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.710
2023-04-14 03:26:01,877 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.710
2023-04-14 03:26:01,948 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.706
2023-04-14 03:26:02,023 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.706
2023-04-14 03:26:02,094 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.706
2023-04-14 03:26:02,167 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.706
2023-04-14 03:26:02,242 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.706
2023-04-14 03:26:02,318 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:26:02,395 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:26:02,472 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:26:02,544 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:26:02,620 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:26:02,694 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.705
2023-04-14 03:26:02,769 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.941, mIoU: 0.705
2023-04-14 03:26:02,845 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:26:02,917 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:26:02,990 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:26:03,064 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:26:03,144 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:26:03,225 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:26:03,298 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:26:03,374 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:26:03,449 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:26:03,524 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:26:03,600 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:26:03,678 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:26:03,754 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:26:03,833 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:26:03,910 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-14 03:26:03,984 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:26:04,056 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:26:04,130 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:26:04,201 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-14 03:26:04,276 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-14 03:26:04,354 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:26:04,430 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:26:04,509 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:26:04,584 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:26:04,658 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-14 03:26:04,735 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-14 03:26:04,811 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.940, mIoU: 0.699
2023-04-14 03:26:04,885 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-14 03:26:04,965 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-14 03:26:05,040 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:26:05,115 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:26:05,193 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:26:05,269 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:26:05,347 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:26:05,421 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:26:05,496 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:26:05,564 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:26:05,633 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:26:05,704 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:26:05,778 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:26:05,851 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:26:05,927 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:26:06,005 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:26:06,086 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:26:06,163 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:26:06,240 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:26:06,313 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:26:06,385 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:26:06,457 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:26:06,528 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:26:06,605 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:26:06,681 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:26:06,763 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:26:06,840 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:26:06,918 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:26:06,994 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:26:07,065 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:26:07,143 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:26:07,218 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:26:07,289 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:26:07,362 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:26:07,438 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:26:07,513 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:26:07,598 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:26:07,672 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:26:07,744 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:26:07,817 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:26:07,889 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:26:07,961 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:26:08,034 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:26:08,106 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:26:08,181 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:26:08,259 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:26:08,339 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:26:08,415 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:26:08,488 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:26:08,562 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:26:08,638 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:26:08,712 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:26:08,783 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:26:08,863 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:26:08,939 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:26:09,009 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:26:09,081 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:26:09,153 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:26:09,223 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:26:09,292 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:26:09,361 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:26:09,428 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:26:09,496 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:26:09,563 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:26:09,629 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-14 03:26:09,693 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:26:09,757 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:26:09,820 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:26:09,886 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:26:09,951 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:26:10,019 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:26:10,090 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:26:10,159 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:26:10,229 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:26:10,298 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 03:26:10,366 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 03:26:10,435 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:26:10,505 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:26:10,573 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:26:10,643 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:26:10,712 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:26:10,782 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-14 03:26:10,850 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:26:10,915 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:26:10,983 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-14 03:26:11,050 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-14 03:26:11,732 semantic_segmentation INFO: Overall validation pixAcc: 94.845, mIoU: 69.556
2023-04-14 03:26:16,931 semantic_segmentation INFO: Iters: 25610/40000 || Lr: 0.008030 || Task Loss: 0.4386 || KD Loss: 0.0000|| Cost Time: 3:49:29 || Estimated Time: 2:08:56
2023-04-14 03:26:21,696 semantic_segmentation INFO: Iters: 25620/40000 || Lr: 0.008025 || Task Loss: 0.4604 || KD Loss: 0.0000|| Cost Time: 3:49:33 || Estimated Time: 2:08:50
2023-04-14 03:26:26,446 semantic_segmentation INFO: Iters: 25630/40000 || Lr: 0.008020 || Task Loss: 0.2636 || KD Loss: 0.0000|| Cost Time: 3:49:38 || Estimated Time: 2:08:45
2023-04-14 03:26:31,234 semantic_segmentation INFO: Iters: 25640/40000 || Lr: 0.008015 || Task Loss: 0.1933 || KD Loss: 0.0000|| Cost Time: 3:49:43 || Estimated Time: 2:08:39
2023-04-14 03:26:35,957 semantic_segmentation INFO: Iters: 25650/40000 || Lr: 0.008010 || Task Loss: 0.2888 || KD Loss: 0.0000|| Cost Time: 3:49:48 || Estimated Time: 2:08:33
2023-04-14 03:26:40,740 semantic_segmentation INFO: Iters: 25660/40000 || Lr: 0.008005 || Task Loss: 0.3726 || KD Loss: 0.0000|| Cost Time: 3:49:53 || Estimated Time: 2:08:28
2023-04-14 03:26:45,542 semantic_segmentation INFO: Iters: 25670/40000 || Lr: 0.008000 || Task Loss: 0.3714 || KD Loss: 0.0000|| Cost Time: 3:49:57 || Estimated Time: 2:08:22
2023-04-14 03:26:50,299 semantic_segmentation INFO: Iters: 25680/40000 || Lr: 0.007995 || Task Loss: 0.2473 || KD Loss: 0.0000|| Cost Time: 3:50:02 || Estimated Time: 2:08:16
2023-04-14 03:26:55,096 semantic_segmentation INFO: Iters: 25690/40000 || Lr: 0.007990 || Task Loss: 0.3253 || KD Loss: 0.0000|| Cost Time: 3:50:07 || Estimated Time: 2:08:10
2023-04-14 03:26:59,886 semantic_segmentation INFO: Iters: 25700/40000 || Lr: 0.007985 || Task Loss: 0.3244 || KD Loss: 0.0000|| Cost Time: 3:50:12 || Estimated Time: 2:08:05
2023-04-14 03:27:04,697 semantic_segmentation INFO: Iters: 25710/40000 || Lr: 0.007981 || Task Loss: 0.2294 || KD Loss: 0.0000|| Cost Time: 3:50:16 || Estimated Time: 2:07:59
2023-04-14 03:27:09,460 semantic_segmentation INFO: Iters: 25720/40000 || Lr: 0.007976 || Task Loss: 0.2447 || KD Loss: 0.0000|| Cost Time: 3:50:21 || Estimated Time: 2:07:53
2023-04-14 03:27:14,229 semantic_segmentation INFO: Iters: 25730/40000 || Lr: 0.007971 || Task Loss: 0.3236 || KD Loss: 0.0000|| Cost Time: 3:50:26 || Estimated Time: 2:07:48
2023-04-14 03:27:18,999 semantic_segmentation INFO: Iters: 25740/40000 || Lr: 0.007966 || Task Loss: 0.1859 || KD Loss: 0.0000|| Cost Time: 3:50:31 || Estimated Time: 2:07:42
2023-04-14 03:27:23,843 semantic_segmentation INFO: Iters: 25750/40000 || Lr: 0.007961 || Task Loss: 0.2864 || KD Loss: 0.0000|| Cost Time: 3:50:36 || Estimated Time: 2:07:36
2023-04-14 03:27:28,642 semantic_segmentation INFO: Iters: 25760/40000 || Lr: 0.007956 || Task Loss: 0.2872 || KD Loss: 0.0000|| Cost Time: 3:50:40 || Estimated Time: 2:07:31
2023-04-14 03:27:33,415 semantic_segmentation INFO: Iters: 25770/40000 || Lr: 0.007951 || Task Loss: 0.2087 || KD Loss: 0.0000|| Cost Time: 3:50:45 || Estimated Time: 2:07:25
2023-04-14 03:27:38,179 semantic_segmentation INFO: Iters: 25780/40000 || Lr: 0.007946 || Task Loss: 0.1511 || KD Loss: 0.0000|| Cost Time: 3:50:50 || Estimated Time: 2:07:19
2023-04-14 03:27:42,978 semantic_segmentation INFO: Iters: 25790/40000 || Lr: 0.007941 || Task Loss: 0.2761 || KD Loss: 0.0000|| Cost Time: 3:50:55 || Estimated Time: 2:07:13
2023-04-14 03:27:47,747 semantic_segmentation INFO: Iters: 25800/40000 || Lr: 0.007936 || Task Loss: 0.2865 || KD Loss: 0.0000|| Cost Time: 3:51:00 || Estimated Time: 2:07:08
2023-04-14 03:27:52,510 semantic_segmentation INFO: Iters: 25810/40000 || Lr: 0.007931 || Task Loss: 0.5025 || KD Loss: 0.0000|| Cost Time: 3:51:04 || Estimated Time: 2:07:02
2023-04-14 03:27:57,325 semantic_segmentation INFO: Iters: 25820/40000 || Lr: 0.007926 || Task Loss: 0.2677 || KD Loss: 0.0000|| Cost Time: 3:51:09 || Estimated Time: 2:06:56
2023-04-14 03:28:02,132 semantic_segmentation INFO: Iters: 25830/40000 || Lr: 0.007921 || Task Loss: 0.2337 || KD Loss: 0.0000|| Cost Time: 3:51:14 || Estimated Time: 2:06:51
2023-04-14 03:28:06,904 semantic_segmentation INFO: Iters: 25840/40000 || Lr: 0.007916 || Task Loss: 0.2330 || KD Loss: 0.0000|| Cost Time: 3:51:19 || Estimated Time: 2:06:45
2023-04-14 03:28:11,722 semantic_segmentation INFO: Iters: 25850/40000 || Lr: 0.007911 || Task Loss: 0.3159 || KD Loss: 0.0000|| Cost Time: 3:51:23 || Estimated Time: 2:06:39
2023-04-14 03:28:16,548 semantic_segmentation INFO: Iters: 25860/40000 || Lr: 0.007906 || Task Loss: 0.2224 || KD Loss: 0.0000|| Cost Time: 3:51:28 || Estimated Time: 2:06:34
2023-04-14 03:28:21,317 semantic_segmentation INFO: Iters: 25870/40000 || Lr: 0.007901 || Task Loss: 0.2141 || KD Loss: 0.0000|| Cost Time: 3:51:33 || Estimated Time: 2:06:28
2023-04-14 03:28:26,110 semantic_segmentation INFO: Iters: 25880/40000 || Lr: 0.007896 || Task Loss: 0.1722 || KD Loss: 0.0000|| Cost Time: 3:51:38 || Estimated Time: 2:06:22
2023-04-14 03:28:30,955 semantic_segmentation INFO: Iters: 25890/40000 || Lr: 0.007891 || Task Loss: 0.2005 || KD Loss: 0.0000|| Cost Time: 3:51:43 || Estimated Time: 2:06:17
2023-04-14 03:28:35,724 semantic_segmentation INFO: Iters: 25900/40000 || Lr: 0.007886 || Task Loss: 0.2575 || KD Loss: 0.0000|| Cost Time: 3:51:47 || Estimated Time: 2:06:11
2023-04-14 03:28:40,447 semantic_segmentation INFO: Iters: 25910/40000 || Lr: 0.007881 || Task Loss: 0.2956 || KD Loss: 0.0000|| Cost Time: 3:51:52 || Estimated Time: 2:06:05
2023-04-14 03:28:45,246 semantic_segmentation INFO: Iters: 25920/40000 || Lr: 0.007876 || Task Loss: 0.2401 || KD Loss: 0.0000|| Cost Time: 3:51:57 || Estimated Time: 2:05:59
2023-04-14 03:28:50,007 semantic_segmentation INFO: Iters: 25930/40000 || Lr: 0.007871 || Task Loss: 0.2376 || KD Loss: 0.0000|| Cost Time: 3:52:02 || Estimated Time: 2:05:54
2023-04-14 03:28:54,794 semantic_segmentation INFO: Iters: 25940/40000 || Lr: 0.007866 || Task Loss: 0.2575 || KD Loss: 0.0000|| Cost Time: 3:52:07 || Estimated Time: 2:05:48
2023-04-14 03:28:59,622 semantic_segmentation INFO: Iters: 25950/40000 || Lr: 0.007861 || Task Loss: 0.2998 || KD Loss: 0.0000|| Cost Time: 3:52:11 || Estimated Time: 2:05:42
2023-04-14 03:29:04,406 semantic_segmentation INFO: Iters: 25960/40000 || Lr: 0.007856 || Task Loss: 0.2427 || KD Loss: 0.0000|| Cost Time: 3:52:16 || Estimated Time: 2:05:37
2023-04-14 03:29:09,203 semantic_segmentation INFO: Iters: 25970/40000 || Lr: 0.007851 || Task Loss: 0.1831 || KD Loss: 0.0000|| Cost Time: 3:52:21 || Estimated Time: 2:05:31
2023-04-14 03:29:13,990 semantic_segmentation INFO: Iters: 25980/40000 || Lr: 0.007846 || Task Loss: 0.2039 || KD Loss: 0.0000|| Cost Time: 3:52:26 || Estimated Time: 2:05:25
2023-04-14 03:29:18,799 semantic_segmentation INFO: Iters: 25990/40000 || Lr: 0.007841 || Task Loss: 0.3051 || KD Loss: 0.0000|| Cost Time: 3:52:31 || Estimated Time: 2:05:20
2023-04-14 03:29:23,593 semantic_segmentation INFO: Iters: 26000/40000 || Lr: 0.007836 || Task Loss: 0.2009 || KD Loss: 0.0000|| Cost Time: 3:52:35 || Estimated Time: 2:05:14
2023-04-14 03:29:23,935 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:29:26,518 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.404
2023-04-14 03:29:26,653 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.496
2023-04-14 03:29:26,770 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.508
2023-04-14 03:29:26,886 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.531
2023-04-14 03:29:26,973 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.520
2023-04-14 03:29:27,059 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.524
2023-04-14 03:29:27,143 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.517
2023-04-14 03:29:27,229 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.545
2023-04-14 03:29:27,316 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.581
2023-04-14 03:29:27,391 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.630
2023-04-14 03:29:27,466 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.632
2023-04-14 03:29:27,542 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.631
2023-04-14 03:29:27,620 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.649
2023-04-14 03:29:27,695 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.651
2023-04-14 03:29:27,766 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.654
2023-04-14 03:29:27,841 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.648
2023-04-14 03:29:27,916 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.649
2023-04-14 03:29:27,987 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.650
2023-04-14 03:29:28,062 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.658
2023-04-14 03:29:28,137 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.662
2023-04-14 03:29:28,214 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.661
2023-04-14 03:29:28,291 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.662
2023-04-14 03:29:28,367 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.660
2023-04-14 03:29:28,444 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.668
2023-04-14 03:29:28,525 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.684
2023-04-14 03:29:28,596 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.687
2023-04-14 03:29:28,675 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.678
2023-04-14 03:29:28,752 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.675
2023-04-14 03:29:28,827 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.675
2023-04-14 03:29:28,902 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.689
2023-04-14 03:29:28,975 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.688
2023-04-14 03:29:29,046 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.687
2023-04-14 03:29:29,116 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.688
2023-04-14 03:29:29,188 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.689
2023-04-14 03:29:29,266 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-14 03:29:29,336 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:29:29,405 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.687
2023-04-14 03:29:29,479 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.686
2023-04-14 03:29:29,560 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.686
2023-04-14 03:29:29,630 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.687
2023-04-14 03:29:29,706 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.686
2023-04-14 03:29:29,789 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.686
2023-04-14 03:29:29,871 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.686
2023-04-14 03:29:29,949 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.688
2023-04-14 03:29:30,025 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.686
2023-04-14 03:29:30,103 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.685
2023-04-14 03:29:30,181 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.686
2023-04-14 03:29:30,261 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.684
2023-04-14 03:29:30,336 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.688
2023-04-14 03:29:30,411 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.690
2023-04-14 03:29:30,489 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.691
2023-04-14 03:29:30,559 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-14 03:29:30,629 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-14 03:29:30,700 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-14 03:29:30,772 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:29:30,843 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 03:29:30,912 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 03:29:30,986 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-14 03:29:31,059 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:29:31,132 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:29:31,213 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-14 03:29:31,293 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:29:31,370 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-14 03:29:31,443 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:29:31,520 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:29:31,592 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:29:31,668 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.699
2023-04-14 03:29:31,741 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:29:31,815 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:29:31,891 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:29:31,966 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:29:32,047 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:29:32,125 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:29:32,200 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:29:32,274 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 03:29:32,348 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 03:29:32,415 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 03:29:32,485 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 03:29:32,556 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 03:29:32,631 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:29:32,703 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:29:32,779 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:29:32,862 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:29:32,935 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 03:29:33,011 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 03:29:33,082 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 03:29:33,156 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 03:29:33,229 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 03:29:33,302 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 03:29:33,375 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:29:33,448 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:29:33,519 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:33,595 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:33,677 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:29:33,754 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:29:33,829 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:29:33,902 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:29:33,975 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:29:34,047 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:29:34,118 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:29:34,190 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.706
2023-04-14 03:29:34,263 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-14 03:29:34,333 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-14 03:29:34,405 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-14 03:29:34,481 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-14 03:29:34,558 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-14 03:29:34,634 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:29:34,711 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:29:34,786 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:29:34,861 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:29:34,936 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:29:35,008 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-14 03:29:35,080 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-14 03:29:35,149 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-14 03:29:35,221 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:29:35,296 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:29:35,372 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:29:35,448 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:29:35,524 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.705
2023-04-14 03:29:35,604 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-14 03:29:35,677 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-14 03:29:35,754 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-14 03:29:35,826 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.704
2023-04-14 03:29:35,902 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.705
2023-04-14 03:29:35,972 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.705
2023-04-14 03:29:36,044 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.705
2023-04-14 03:29:36,123 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.707
2023-04-14 03:29:36,205 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.707
2023-04-14 03:29:36,280 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.707
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2023-04-14 03:29:36,431 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.707
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2023-04-14 03:29:36,574 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:36,659 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:36,738 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.706
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2023-04-14 03:29:36,886 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:36,965 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:29:37,049 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:37,126 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:37,196 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:37,268 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:37,345 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:37,422 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:37,497 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:37,574 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:37,651 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:37,729 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:37,805 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:37,876 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:37,950 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:38,034 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.707
2023-04-14 03:29:38,110 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:38,191 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:38,275 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:38,355 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:38,427 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:38,503 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:38,578 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.706
2023-04-14 03:29:38,653 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:29:38,728 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:29:38,802 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:29:38,877 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:29:38,955 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:29:39,025 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:29:39,101 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:29:39,182 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:29:39,256 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:29:39,329 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:29:39,409 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:29:39,490 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:29:39,570 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:29:39,644 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:29:39,714 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:29:39,787 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:29:39,860 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:29:39,933 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:29:40,005 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:29:40,079 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:29:40,155 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:29:40,238 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:29:40,314 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:29:40,390 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:29:40,462 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:29:40,537 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:29:40,616 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:29:40,690 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:29:40,762 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:29:40,848 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:29:40,925 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:29:41,006 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:29:41,083 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:29:41,161 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:29:41,233 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:29:41,307 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:29:41,381 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:29:41,455 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:29:41,532 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:29:41,608 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:29:41,682 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:29:41,758 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:29:41,834 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:29:41,908 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:29:41,987 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:29:42,064 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:29:42,142 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:29:42,217 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:29:42,290 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:29:42,363 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:29:42,436 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:29:42,508 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:29:42,581 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:29:42,651 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.943, mIoU: 0.700
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2023-04-14 03:29:42,871 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:29:42,945 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:29:43,027 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.943, mIoU: 0.700
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2023-04-14 03:29:43,181 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 03:29:43,251 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-14 03:29:43,320 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-14 03:29:43,390 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-14 03:29:43,459 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.943, mIoU: 0.702
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2023-04-14 03:29:43,658 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-14 03:29:43,723 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-14 03:29:43,786 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:29:43,849 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:29:43,912 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:43,973 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,036 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,099 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,162 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,226 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,289 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,355 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,420 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,484 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:29:44,547 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,611 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:29:44,672 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:29:44,736 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:29:44,799 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:29:44,861 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-14 03:29:44,923 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:29:44,984 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-14 03:29:45,048 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:29:45,113 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:29:45,989 semantic_segmentation INFO: Overall validation pixAcc: 94.681, mIoU: 69.497
2023-04-14 03:29:50,964 semantic_segmentation INFO: Iters: 26010/40000 || Lr: 0.007831 || Task Loss: 0.2581 || KD Loss: 0.0000|| Cost Time: 3:53:03 || Estimated Time: 2:05:21
2023-04-14 03:29:55,739 semantic_segmentation INFO: Iters: 26020/40000 || Lr: 0.007827 || Task Loss: 0.2692 || KD Loss: 0.0000|| Cost Time: 3:53:08 || Estimated Time: 2:05:15
2023-04-14 03:30:00,541 semantic_segmentation INFO: Iters: 26030/40000 || Lr: 0.007822 || Task Loss: 0.2106 || KD Loss: 0.0000|| Cost Time: 3:53:12 || Estimated Time: 2:05:09
2023-04-14 03:30:05,297 semantic_segmentation INFO: Iters: 26040/40000 || Lr: 0.007817 || Task Loss: 0.2245 || KD Loss: 0.0000|| Cost Time: 3:53:17 || Estimated Time: 2:05:03
2023-04-14 03:30:10,089 semantic_segmentation INFO: Iters: 26050/40000 || Lr: 0.007812 || Task Loss: 0.3464 || KD Loss: 0.0000|| Cost Time: 3:53:22 || Estimated Time: 2:04:58
2023-04-14 03:30:14,865 semantic_segmentation INFO: Iters: 26060/40000 || Lr: 0.007807 || Task Loss: 0.2119 || KD Loss: 0.0000|| Cost Time: 3:53:27 || Estimated Time: 2:04:52
2023-04-14 03:30:19,624 semantic_segmentation INFO: Iters: 26070/40000 || Lr: 0.007802 || Task Loss: 0.2024 || KD Loss: 0.0000|| Cost Time: 3:53:31 || Estimated Time: 2:04:46
2023-04-14 03:30:24,416 semantic_segmentation INFO: Iters: 26080/40000 || Lr: 0.007797 || Task Loss: 0.3043 || KD Loss: 0.0000|| Cost Time: 3:53:36 || Estimated Time: 2:04:41
2023-04-14 03:30:29,218 semantic_segmentation INFO: Iters: 26090/40000 || Lr: 0.007792 || Task Loss: 0.2021 || KD Loss: 0.0000|| Cost Time: 3:53:41 || Estimated Time: 2:04:35
2023-04-14 03:30:33,991 semantic_segmentation INFO: Iters: 26100/40000 || Lr: 0.007787 || Task Loss: 0.2409 || KD Loss: 0.0000|| Cost Time: 3:53:46 || Estimated Time: 2:04:29
2023-04-14 03:30:38,829 semantic_segmentation INFO: Iters: 26110/40000 || Lr: 0.007782 || Task Loss: 0.2914 || KD Loss: 0.0000|| Cost Time: 3:53:51 || Estimated Time: 2:04:24
2023-04-14 03:30:43,595 semantic_segmentation INFO: Iters: 26120/40000 || Lr: 0.007777 || Task Loss: 0.2902 || KD Loss: 0.0000|| Cost Time: 3:53:55 || Estimated Time: 2:04:18
2023-04-14 03:30:48,385 semantic_segmentation INFO: Iters: 26130/40000 || Lr: 0.007772 || Task Loss: 0.2180 || KD Loss: 0.0000|| Cost Time: 3:54:00 || Estimated Time: 2:04:12
2023-04-14 03:30:53,170 semantic_segmentation INFO: Iters: 26140/40000 || Lr: 0.007767 || Task Loss: 0.2645 || KD Loss: 0.0000|| Cost Time: 3:54:05 || Estimated Time: 2:04:07
2023-04-14 03:30:58,008 semantic_segmentation INFO: Iters: 26150/40000 || Lr: 0.007762 || Task Loss: 0.3403 || KD Loss: 0.0000|| Cost Time: 3:54:10 || Estimated Time: 2:04:01
2023-04-14 03:31:02,784 semantic_segmentation INFO: Iters: 26160/40000 || Lr: 0.007757 || Task Loss: 0.2238 || KD Loss: 0.0000|| Cost Time: 3:54:15 || Estimated Time: 2:03:55
2023-04-14 03:31:07,583 semantic_segmentation INFO: Iters: 26170/40000 || Lr: 0.007752 || Task Loss: 0.2569 || KD Loss: 0.0000|| Cost Time: 3:54:19 || Estimated Time: 2:03:50
2023-04-14 03:31:12,371 semantic_segmentation INFO: Iters: 26180/40000 || Lr: 0.007747 || Task Loss: 0.2374 || KD Loss: 0.0000|| Cost Time: 3:54:24 || Estimated Time: 2:03:44
2023-04-14 03:31:17,192 semantic_segmentation INFO: Iters: 26190/40000 || Lr: 0.007742 || Task Loss: 0.3285 || KD Loss: 0.0000|| Cost Time: 3:54:29 || Estimated Time: 2:03:38
2023-04-14 03:31:21,961 semantic_segmentation INFO: Iters: 26200/40000 || Lr: 0.007737 || Task Loss: 0.2745 || KD Loss: 0.0000|| Cost Time: 3:54:34 || Estimated Time: 2:03:32
2023-04-14 03:31:26,738 semantic_segmentation INFO: Iters: 26210/40000 || Lr: 0.007732 || Task Loss: 0.3087 || KD Loss: 0.0000|| Cost Time: 3:54:39 || Estimated Time: 2:03:27
2023-04-14 03:31:31,544 semantic_segmentation INFO: Iters: 26220/40000 || Lr: 0.007727 || Task Loss: 0.2602 || KD Loss: 0.0000|| Cost Time: 3:54:43 || Estimated Time: 2:03:21
2023-04-14 03:31:36,315 semantic_segmentation INFO: Iters: 26230/40000 || Lr: 0.007722 || Task Loss: 0.1815 || KD Loss: 0.0000|| Cost Time: 3:54:48 || Estimated Time: 2:03:15
2023-04-14 03:31:41,149 semantic_segmentation INFO: Iters: 26240/40000 || Lr: 0.007717 || Task Loss: 0.2080 || KD Loss: 0.0000|| Cost Time: 3:54:53 || Estimated Time: 2:03:10
2023-04-14 03:31:45,937 semantic_segmentation INFO: Iters: 26250/40000 || Lr: 0.007712 || Task Loss: 0.2899 || KD Loss: 0.0000|| Cost Time: 3:54:58 || Estimated Time: 2:03:04
2023-04-14 03:31:50,710 semantic_segmentation INFO: Iters: 26260/40000 || Lr: 0.007707 || Task Loss: 0.2592 || KD Loss: 0.0000|| Cost Time: 3:55:02 || Estimated Time: 2:02:58
2023-04-14 03:31:55,497 semantic_segmentation INFO: Iters: 26270/40000 || Lr: 0.007702 || Task Loss: 0.3801 || KD Loss: 0.0000|| Cost Time: 3:55:07 || Estimated Time: 2:02:53
2023-04-14 03:32:00,329 semantic_segmentation INFO: Iters: 26280/40000 || Lr: 0.007697 || Task Loss: 0.3684 || KD Loss: 0.0000|| Cost Time: 3:55:12 || Estimated Time: 2:02:47
2023-04-14 03:32:05,117 semantic_segmentation INFO: Iters: 26290/40000 || Lr: 0.007692 || Task Loss: 0.3724 || KD Loss: 0.0000|| Cost Time: 3:55:17 || Estimated Time: 2:02:41
2023-04-14 03:32:09,894 semantic_segmentation INFO: Iters: 26300/40000 || Lr: 0.007687 || Task Loss: 0.2230 || KD Loss: 0.0000|| Cost Time: 3:55:22 || Estimated Time: 2:02:36
2023-04-14 03:32:14,659 semantic_segmentation INFO: Iters: 26310/40000 || Lr: 0.007682 || Task Loss: 0.1851 || KD Loss: 0.0000|| Cost Time: 3:55:26 || Estimated Time: 2:02:30
2023-04-14 03:32:19,458 semantic_segmentation INFO: Iters: 26320/40000 || Lr: 0.007677 || Task Loss: 0.1717 || KD Loss: 0.0000|| Cost Time: 3:55:31 || Estimated Time: 2:02:24
2023-04-14 03:32:24,290 semantic_segmentation INFO: Iters: 26330/40000 || Lr: 0.007672 || Task Loss: 0.2618 || KD Loss: 0.0000|| Cost Time: 3:55:36 || Estimated Time: 2:02:19
2023-04-14 03:32:29,076 semantic_segmentation INFO: Iters: 26340/40000 || Lr: 0.007667 || Task Loss: 0.2755 || KD Loss: 0.0000|| Cost Time: 3:55:41 || Estimated Time: 2:02:13
2023-04-14 03:32:33,846 semantic_segmentation INFO: Iters: 26350/40000 || Lr: 0.007662 || Task Loss: 0.2815 || KD Loss: 0.0000|| Cost Time: 3:55:46 || Estimated Time: 2:02:07
2023-04-14 03:32:38,639 semantic_segmentation INFO: Iters: 26360/40000 || Lr: 0.007657 || Task Loss: 0.2598 || KD Loss: 0.0000|| Cost Time: 3:55:50 || Estimated Time: 2:02:02
2023-04-14 03:32:43,429 semantic_segmentation INFO: Iters: 26370/40000 || Lr: 0.007652 || Task Loss: 0.3510 || KD Loss: 0.0000|| Cost Time: 3:55:55 || Estimated Time: 2:01:56
2023-04-14 03:32:48,205 semantic_segmentation INFO: Iters: 26380/40000 || Lr: 0.007647 || Task Loss: 0.1603 || KD Loss: 0.0000|| Cost Time: 3:56:00 || Estimated Time: 2:01:50
2023-04-14 03:32:52,992 semantic_segmentation INFO: Iters: 26390/40000 || Lr: 0.007642 || Task Loss: 0.2274 || KD Loss: 0.0000|| Cost Time: 3:56:05 || Estimated Time: 2:01:45
2023-04-14 03:32:57,811 semantic_segmentation INFO: Iters: 26400/40000 || Lr: 0.007637 || Task Loss: 0.2503 || KD Loss: 0.0000|| Cost Time: 3:56:10 || Estimated Time: 2:01:39
2023-04-14 03:32:58,118 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:33:00,687 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.389
2023-04-14 03:33:00,845 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.498
2023-04-14 03:33:00,977 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.509
2023-04-14 03:33:01,160 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.525
2023-04-14 03:33:01,250 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.511
2023-04-14 03:33:01,335 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.517
2023-04-14 03:33:01,414 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.530
2023-04-14 03:33:01,499 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.555
2023-04-14 03:33:01,578 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.605
2023-04-14 03:33:01,651 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.629
2023-04-14 03:33:01,725 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.631
2023-04-14 03:33:01,798 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.635
2023-04-14 03:33:01,872 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.645
2023-04-14 03:33:01,950 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.649
2023-04-14 03:33:02,027 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.622
2023-04-14 03:33:02,105 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.617
2023-04-14 03:33:02,179 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.619
2023-04-14 03:33:02,255 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.620
2023-04-14 03:33:02,330 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.627
2023-04-14 03:33:02,399 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.633
2023-04-14 03:33:02,471 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.636
2023-04-14 03:33:02,543 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.660
2023-04-14 03:33:02,617 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.658
2023-04-14 03:33:02,692 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.665
2023-04-14 03:33:02,773 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.678
2023-04-14 03:33:02,855 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.679
2023-04-14 03:33:02,930 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.669
2023-04-14 03:33:03,006 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.666
2023-04-14 03:33:03,084 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.666
2023-04-14 03:33:03,155 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-14 03:33:03,229 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.676
2023-04-14 03:33:03,301 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.674
2023-04-14 03:33:03,380 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.679
2023-04-14 03:33:03,458 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.676
2023-04-14 03:33:03,536 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-14 03:33:03,608 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.677
2023-04-14 03:33:03,684 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.673
2023-04-14 03:33:03,757 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.672
2023-04-14 03:33:03,826 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.669
2023-04-14 03:33:03,898 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.669
2023-04-14 03:33:03,969 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.668
2023-04-14 03:33:04,044 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.668
2023-04-14 03:33:04,117 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.669
2023-04-14 03:33:04,200 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.670
2023-04-14 03:33:04,277 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.664
2023-04-14 03:33:04,358 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.664
2023-04-14 03:33:04,432 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.665
2023-04-14 03:33:04,512 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.664
2023-04-14 03:33:04,591 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.668
2023-04-14 03:33:04,663 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.671
2023-04-14 03:33:04,734 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.670
2023-04-14 03:33:04,809 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.685
2023-04-14 03:33:04,883 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.684
2023-04-14 03:33:04,961 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.679
2023-04-14 03:33:05,041 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.678
2023-04-14 03:33:05,117 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.682
2023-04-14 03:33:05,188 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.683
2023-04-14 03:33:05,263 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.689
2023-04-14 03:33:05,335 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:33:05,405 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.690
2023-04-14 03:33:05,476 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:33:05,548 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.695
2023-04-14 03:33:05,626 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 03:33:05,700 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-14 03:33:05,778 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:33:05,861 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-14 03:33:05,940 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-14 03:33:06,018 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:33:06,094 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-14 03:33:06,168 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.697
2023-04-14 03:33:06,241 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-14 03:33:06,313 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 03:33:06,388 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:33:06,466 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:33:06,545 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 03:33:06,618 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 03:33:06,693 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:33:06,767 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:33:06,841 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 03:33:06,918 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:33:06,992 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:33:07,071 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:33:07,143 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:33:07,218 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-14 03:33:07,292 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 03:33:07,372 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 03:33:07,446 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 03:33:07,519 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 03:33:07,593 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 03:33:07,671 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.686
2023-04-14 03:33:07,744 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.687
2023-04-14 03:33:07,817 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:07,894 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:07,971 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:08,049 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:33:08,122 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:33:08,197 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:33:08,268 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:33:08,338 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:08,408 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-14 03:33:08,482 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.701
2023-04-14 03:33:08,558 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.700
2023-04-14 03:33:08,632 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.700
2023-04-14 03:33:08,710 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.700
2023-04-14 03:33:08,790 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-14 03:33:08,868 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-14 03:33:08,948 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-14 03:33:09,026 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.701
2023-04-14 03:33:09,103 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.701
2023-04-14 03:33:09,174 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.702
2023-04-14 03:33:09,249 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.702
2023-04-14 03:33:09,326 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.702
2023-04-14 03:33:09,402 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.702
2023-04-14 03:33:09,475 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.702
2023-04-14 03:33:09,552 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:33:09,626 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:33:09,700 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.701
2023-04-14 03:33:09,774 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:33:09,848 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-14 03:33:09,921 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-14 03:33:09,993 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 03:33:10,067 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 03:33:10,143 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 03:33:10,219 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-14 03:33:10,293 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.700
2023-04-14 03:33:10,365 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.701
2023-04-14 03:33:10,439 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.703
2023-04-14 03:33:10,514 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.703
2023-04-14 03:33:10,586 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.703
2023-04-14 03:33:10,661 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.703
2023-04-14 03:33:10,733 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:10,803 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:10,874 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:10,949 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-14 03:33:11,028 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-14 03:33:11,105 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-14 03:33:11,183 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-14 03:33:11,262 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-14 03:33:11,337 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:33:11,411 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-14 03:33:11,484 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:11,557 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-14 03:33:11,632 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.702
2023-04-14 03:33:11,711 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:33:11,790 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 03:33:11,872 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:11,946 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:12,020 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:12,094 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.703
2023-04-14 03:33:12,165 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:33:12,237 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:33:12,309 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:33:12,381 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:33:12,456 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:33:12,535 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:33:12,616 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:33:12,696 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:33:12,779 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:33:12,856 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:33:12,932 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.705
2023-04-14 03:33:13,006 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:33:13,080 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:33:13,160 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:33:13,236 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:33:13,318 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:33:13,393 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:33:13,467 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:33:13,547 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:33:13,621 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:33:13,696 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:33:13,772 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:33:13,852 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:33:13,928 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:33:14,005 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:33:14,079 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:33:14,150 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:33:14,225 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:33:14,298 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:33:14,375 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:33:14,454 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:33:14,528 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:33:14,603 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:33:14,677 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:33:14,751 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:33:14,824 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:33:14,896 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:33:14,969 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:33:15,045 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:33:15,124 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:33:15,199 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:33:15,275 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:33:15,351 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:33:15,432 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:33:15,503 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:33:15,574 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:33:15,642 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:33:15,714 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:33:15,789 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:33:15,861 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:33:15,931 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:33:16,007 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.943, mIoU: 0.705
2023-04-14 03:33:16,084 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.943, mIoU: 0.705
2023-04-14 03:33:16,164 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.943, mIoU: 0.705
2023-04-14 03:33:16,241 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 03:33:16,319 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 03:33:16,396 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 03:33:16,469 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 03:33:16,546 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 03:33:16,624 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 03:33:16,699 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-14 03:33:16,775 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 03:33:16,850 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 03:33:16,925 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 03:33:17,000 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-14 03:33:17,077 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-14 03:33:17,147 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-14 03:33:17,217 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-14 03:33:17,289 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-14 03:33:17,358 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-14 03:33:17,426 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-14 03:33:17,494 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-14 03:33:17,563 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:33:17,633 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:33:17,706 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:33:17,777 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:33:17,847 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:33:17,916 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-14 03:33:17,985 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-14 03:33:18,054 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.944, mIoU: 0.694
2023-04-14 03:33:18,122 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-14 03:33:18,190 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:33:18,257 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:33:18,325 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 03:33:18,392 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 03:33:18,460 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 03:33:18,529 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-14 03:33:18,596 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-14 03:33:18,665 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-14 03:33:18,734 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-14 03:33:18,803 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-14 03:33:18,872 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 03:33:18,942 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 03:33:19,009 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.944, mIoU: 0.692
2023-04-14 03:33:19,078 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-14 03:33:19,147 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-14 03:33:19,216 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.944, mIoU: 0.694
2023-04-14 03:33:19,284 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-14 03:33:19,349 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.943, mIoU: 0.693
2023-04-14 03:33:19,418 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-14 03:33:19,486 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-14 03:33:20,157 semantic_segmentation INFO: Overall validation pixAcc: 94.876, mIoU: 69.697
2023-04-14 03:33:25,390 semantic_segmentation INFO: Iters: 26410/40000 || Lr: 0.007632 || Task Loss: 0.3116 || KD Loss: 0.0000|| Cost Time: 3:56:37 || Estimated Time: 2:01:45
2023-04-14 03:33:30,177 semantic_segmentation INFO: Iters: 26420/40000 || Lr: 0.007627 || Task Loss: 0.3592 || KD Loss: 0.0000|| Cost Time: 3:56:42 || Estimated Time: 2:01:39
2023-04-14 03:33:34,902 semantic_segmentation INFO: Iters: 26430/40000 || Lr: 0.007622 || Task Loss: 0.3642 || KD Loss: 0.0000|| Cost Time: 3:56:47 || Estimated Time: 2:01:34
2023-04-14 03:33:39,669 semantic_segmentation INFO: Iters: 26440/40000 || Lr: 0.007617 || Task Loss: 0.1847 || KD Loss: 0.0000|| Cost Time: 3:56:51 || Estimated Time: 2:01:28
2023-04-14 03:33:44,459 semantic_segmentation INFO: Iters: 26450/40000 || Lr: 0.007612 || Task Loss: 0.2174 || KD Loss: 0.0000|| Cost Time: 3:56:56 || Estimated Time: 2:01:22
2023-04-14 03:33:49,215 semantic_segmentation INFO: Iters: 26460/40000 || Lr: 0.007607 || Task Loss: 0.2059 || KD Loss: 0.0000|| Cost Time: 3:57:01 || Estimated Time: 2:01:17
2023-04-14 03:33:54,002 semantic_segmentation INFO: Iters: 26470/40000 || Lr: 0.007602 || Task Loss: 0.1905 || KD Loss: 0.0000|| Cost Time: 3:57:06 || Estimated Time: 2:01:11
2023-04-14 03:33:58,795 semantic_segmentation INFO: Iters: 26480/40000 || Lr: 0.007597 || Task Loss: 0.1939 || KD Loss: 0.0000|| Cost Time: 3:57:11 || Estimated Time: 2:01:05
2023-04-14 03:34:03,548 semantic_segmentation INFO: Iters: 26490/40000 || Lr: 0.007592 || Task Loss: 0.2235 || KD Loss: 0.0000|| Cost Time: 3:57:15 || Estimated Time: 2:01:00
2023-04-14 03:34:08,326 semantic_segmentation INFO: Iters: 26500/40000 || Lr: 0.007587 || Task Loss: 0.2006 || KD Loss: 0.0000|| Cost Time: 3:57:20 || Estimated Time: 2:00:54
2023-04-14 03:34:13,046 semantic_segmentation INFO: Iters: 26510/40000 || Lr: 0.007582 || Task Loss: 0.3148 || KD Loss: 0.0000|| Cost Time: 3:57:25 || Estimated Time: 2:00:48
2023-04-14 03:34:17,831 semantic_segmentation INFO: Iters: 26520/40000 || Lr: 0.007577 || Task Loss: 0.2023 || KD Loss: 0.0000|| Cost Time: 3:57:30 || Estimated Time: 2:00:43
2023-04-14 03:34:22,598 semantic_segmentation INFO: Iters: 26530/40000 || Lr: 0.007572 || Task Loss: 0.2601 || KD Loss: 0.0000|| Cost Time: 3:57:34 || Estimated Time: 2:00:37
2023-04-14 03:34:27,372 semantic_segmentation INFO: Iters: 26540/40000 || Lr: 0.007567 || Task Loss: 0.3026 || KD Loss: 0.0000|| Cost Time: 3:57:39 || Estimated Time: 2:00:31
2023-04-14 03:34:32,155 semantic_segmentation INFO: Iters: 26550/40000 || Lr: 0.007562 || Task Loss: 0.3927 || KD Loss: 0.0000|| Cost Time: 3:57:44 || Estimated Time: 2:00:26
2023-04-14 03:34:36,947 semantic_segmentation INFO: Iters: 26560/40000 || Lr: 0.007557 || Task Loss: 0.2003 || KD Loss: 0.0000|| Cost Time: 3:57:49 || Estimated Time: 2:00:20
2023-04-14 03:34:41,719 semantic_segmentation INFO: Iters: 26570/40000 || Lr: 0.007552 || Task Loss: 0.2404 || KD Loss: 0.0000|| Cost Time: 3:57:53 || Estimated Time: 2:00:14
2023-04-14 03:34:46,580 semantic_segmentation INFO: Iters: 26580/40000 || Lr: 0.007547 || Task Loss: 0.2258 || KD Loss: 0.0000|| Cost Time: 3:57:58 || Estimated Time: 2:00:09
2023-04-14 03:34:51,327 semantic_segmentation INFO: Iters: 26590/40000 || Lr: 0.007542 || Task Loss: 0.2275 || KD Loss: 0.0000|| Cost Time: 3:58:03 || Estimated Time: 2:00:03
2023-04-14 03:34:56,053 semantic_segmentation INFO: Iters: 26600/40000 || Lr: 0.007537 || Task Loss: 0.4110 || KD Loss: 0.0000|| Cost Time: 3:58:08 || Estimated Time: 1:59:57
2023-04-14 03:35:00,801 semantic_segmentation INFO: Iters: 26610/40000 || Lr: 0.007532 || Task Loss: 0.2895 || KD Loss: 0.0000|| Cost Time: 3:58:13 || Estimated Time: 1:59:52
2023-04-14 03:35:05,566 semantic_segmentation INFO: Iters: 26620/40000 || Lr: 0.007527 || Task Loss: 0.2619 || KD Loss: 0.0000|| Cost Time: 3:58:17 || Estimated Time: 1:59:46
2023-04-14 03:35:10,385 semantic_segmentation INFO: Iters: 26630/40000 || Lr: 0.007522 || Task Loss: 0.2819 || KD Loss: 0.0000|| Cost Time: 3:58:22 || Estimated Time: 1:59:40
2023-04-14 03:35:15,169 semantic_segmentation INFO: Iters: 26640/40000 || Lr: 0.007517 || Task Loss: 0.2343 || KD Loss: 0.0000|| Cost Time: 3:58:27 || Estimated Time: 1:59:35
2023-04-14 03:35:19,957 semantic_segmentation INFO: Iters: 26650/40000 || Lr: 0.007512 || Task Loss: 0.2102 || KD Loss: 0.0000|| Cost Time: 3:58:32 || Estimated Time: 1:59:29
2023-04-14 03:35:24,725 semantic_segmentation INFO: Iters: 26660/40000 || Lr: 0.007507 || Task Loss: 0.2227 || KD Loss: 0.0000|| Cost Time: 3:58:36 || Estimated Time: 1:59:23
2023-04-14 03:35:29,488 semantic_segmentation INFO: Iters: 26670/40000 || Lr: 0.007502 || Task Loss: 0.2518 || KD Loss: 0.0000|| Cost Time: 3:58:41 || Estimated Time: 1:59:18
2023-04-14 03:35:34,312 semantic_segmentation INFO: Iters: 26680/40000 || Lr: 0.007497 || Task Loss: 0.2750 || KD Loss: 0.0000|| Cost Time: 3:58:46 || Estimated Time: 1:59:12
2023-04-14 03:35:39,119 semantic_segmentation INFO: Iters: 26690/40000 || Lr: 0.007492 || Task Loss: 0.2739 || KD Loss: 0.0000|| Cost Time: 3:58:51 || Estimated Time: 1:59:06
2023-04-14 03:35:43,906 semantic_segmentation INFO: Iters: 26700/40000 || Lr: 0.007487 || Task Loss: 0.1861 || KD Loss: 0.0000|| Cost Time: 3:58:56 || Estimated Time: 1:59:01
2023-04-14 03:35:48,620 semantic_segmentation INFO: Iters: 26710/40000 || Lr: 0.007482 || Task Loss: 0.5309 || KD Loss: 0.0000|| Cost Time: 3:59:00 || Estimated Time: 1:58:55
2023-04-14 03:35:53,382 semantic_segmentation INFO: Iters: 26720/40000 || Lr: 0.007477 || Task Loss: 0.2289 || KD Loss: 0.0000|| Cost Time: 3:59:05 || Estimated Time: 1:58:49
2023-04-14 03:35:58,162 semantic_segmentation INFO: Iters: 26730/40000 || Lr: 0.007472 || Task Loss: 0.2476 || KD Loss: 0.0000|| Cost Time: 3:59:10 || Estimated Time: 1:58:44
2023-04-14 03:36:02,966 semantic_segmentation INFO: Iters: 26740/40000 || Lr: 0.007467 || Task Loss: 0.3175 || KD Loss: 0.0000|| Cost Time: 3:59:15 || Estimated Time: 1:58:38
2023-04-14 03:36:07,738 semantic_segmentation INFO: Iters: 26750/40000 || Lr: 0.007462 || Task Loss: 0.2325 || KD Loss: 0.0000|| Cost Time: 3:59:20 || Estimated Time: 1:58:32
2023-04-14 03:36:12,560 semantic_segmentation INFO: Iters: 26760/40000 || Lr: 0.007457 || Task Loss: 0.2199 || KD Loss: 0.0000|| Cost Time: 3:59:24 || Estimated Time: 1:58:27
2023-04-14 03:36:17,324 semantic_segmentation INFO: Iters: 26770/40000 || Lr: 0.007452 || Task Loss: 0.3592 || KD Loss: 0.0000|| Cost Time: 3:59:29 || Estimated Time: 1:58:21
2023-04-14 03:36:22,079 semantic_segmentation INFO: Iters: 26780/40000 || Lr: 0.007447 || Task Loss: 0.2990 || KD Loss: 0.0000|| Cost Time: 3:59:34 || Estimated Time: 1:58:15
2023-04-14 03:36:26,857 semantic_segmentation INFO: Iters: 26790/40000 || Lr: 0.007442 || Task Loss: 0.3449 || KD Loss: 0.0000|| Cost Time: 3:59:39 || Estimated Time: 1:58:10
2023-04-14 03:36:31,643 semantic_segmentation INFO: Iters: 26800/40000 || Lr: 0.007437 || Task Loss: 0.4844 || KD Loss: 0.0000|| Cost Time: 3:59:43 || Estimated Time: 1:58:04
2023-04-14 03:36:32,028 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:36:34,058 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.953, mIoU: 0.385
2023-04-14 03:36:34,577 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.951, mIoU: 0.438
2023-04-14 03:36:35,056 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.938, mIoU: 0.454
2023-04-14 03:36:35,147 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.925, mIoU: 0.473
2023-04-14 03:36:35,224 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.923, mIoU: 0.455
2023-04-14 03:36:35,301 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.924, mIoU: 0.455
2023-04-14 03:36:35,374 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.925, mIoU: 0.466
2023-04-14 03:36:35,456 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.507
2023-04-14 03:36:35,530 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.923, mIoU: 0.539
2023-04-14 03:36:35,600 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.916, mIoU: 0.563
2023-04-14 03:36:35,670 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.907, mIoU: 0.557
2023-04-14 03:36:35,741 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.901, mIoU: 0.576
2023-04-14 03:36:35,820 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.900, mIoU: 0.586
2023-04-14 03:36:35,894 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.895, mIoU: 0.568
2023-04-14 03:36:35,969 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.889, mIoU: 0.533
2023-04-14 03:36:36,042 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.881, mIoU: 0.524
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2023-04-14 03:36:36,189 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.882, mIoU: 0.516
2023-04-14 03:36:36,263 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.884, mIoU: 0.525
2023-04-14 03:36:36,336 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.888, mIoU: 0.529
2023-04-14 03:36:36,406 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.890, mIoU: 0.533
2023-04-14 03:36:36,479 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.879, mIoU: 0.530
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2023-04-14 03:36:36,621 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.878, mIoU: 0.533
2023-04-14 03:36:36,694 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.875, mIoU: 0.536
2023-04-14 03:36:36,765 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.877, mIoU: 0.539
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2023-04-14 03:36:36,913 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.875, mIoU: 0.532
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2023-04-14 03:36:37,143 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.871, mIoU: 0.530
2023-04-14 03:36:37,220 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.872, mIoU: 0.532
2023-04-14 03:36:37,293 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.875, mIoU: 0.531
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2023-04-14 03:36:40,061 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.879, mIoU: 0.533
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2023-04-14 03:36:40,739 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.881, mIoU: 0.531
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2023-04-14 03:36:42,973 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.878, mIoU: 0.543
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2023-04-14 03:36:50,050 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.878, mIoU: 0.536
2023-04-14 03:36:50,125 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.878, mIoU: 0.536
2023-04-14 03:36:50,200 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.877, mIoU: 0.536
2023-04-14 03:36:50,272 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.878, mIoU: 0.535
2023-04-14 03:36:50,342 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.878, mIoU: 0.535
2023-04-14 03:36:50,413 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.878, mIoU: 0.535
2023-04-14 03:36:50,484 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.878, mIoU: 0.534
2023-04-14 03:36:50,560 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.878, mIoU: 0.535
2023-04-14 03:36:50,635 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.878, mIoU: 0.535
2023-04-14 03:36:50,714 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.879, mIoU: 0.535
2023-04-14 03:36:50,797 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.878, mIoU: 0.535
2023-04-14 03:36:50,876 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.878, mIoU: 0.534
2023-04-14 03:36:50,953 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.878, mIoU: 0.535
2023-04-14 03:36:51,029 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.879, mIoU: 0.535
2023-04-14 03:36:51,104 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.879, mIoU: 0.535
2023-04-14 03:36:51,176 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.879, mIoU: 0.535
2023-04-14 03:36:51,243 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.879, mIoU: 0.535
2023-04-14 03:36:51,316 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.879, mIoU: 0.533
2023-04-14 03:36:51,388 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.879, mIoU: 0.534
2023-04-14 03:36:51,460 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.879, mIoU: 0.534
2023-04-14 03:36:51,532 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.879, mIoU: 0.534
2023-04-14 03:36:51,602 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.880, mIoU: 0.534
2023-04-14 03:36:51,671 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.880, mIoU: 0.534
2023-04-14 03:36:51,739 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.880, mIoU: 0.535
2023-04-14 03:36:51,807 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.880, mIoU: 0.535
2023-04-14 03:36:51,875 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.879, mIoU: 0.531
2023-04-14 03:36:51,944 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.880, mIoU: 0.531
2023-04-14 03:36:52,013 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.879, mIoU: 0.531
2023-04-14 03:36:52,080 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.879, mIoU: 0.531
2023-04-14 03:36:52,148 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.880, mIoU: 0.531
2023-04-14 03:36:52,216 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.880, mIoU: 0.531
2023-04-14 03:36:52,283 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.880, mIoU: 0.532
2023-04-14 03:36:52,351 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.880, mIoU: 0.532
2023-04-14 03:36:52,418 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.880, mIoU: 0.533
2023-04-14 03:36:52,486 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.881, mIoU: 0.533
2023-04-14 03:36:52,552 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.881, mIoU: 0.532
2023-04-14 03:36:52,618 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.880, mIoU: 0.532
2023-04-14 03:36:52,688 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.881, mIoU: 0.532
2023-04-14 03:36:52,758 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.881, mIoU: 0.533
2023-04-14 03:36:52,826 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.881, mIoU: 0.533
2023-04-14 03:36:52,895 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.881, mIoU: 0.532
2023-04-14 03:36:52,964 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.881, mIoU: 0.533
2023-04-14 03:36:53,033 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.881, mIoU: 0.534
2023-04-14 03:36:53,101 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.881, mIoU: 0.533
2023-04-14 03:36:53,167 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.881, mIoU: 0.533
2023-04-14 03:36:53,236 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.881, mIoU: 0.533
2023-04-14 03:36:53,308 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.881, mIoU: 0.533
2023-04-14 03:36:54,032 semantic_segmentation INFO: Overall validation pixAcc: 87.274, mIoU: 53.122
2023-04-14 03:36:59,032 semantic_segmentation INFO: Iters: 26810/40000 || Lr: 0.007432 || Task Loss: 0.3046 || KD Loss: 0.0000|| Cost Time: 4:00:11 || Estimated Time: 1:58:09
2023-04-14 03:37:03,759 semantic_segmentation INFO: Iters: 26820/40000 || Lr: 0.007427 || Task Loss: 0.2481 || KD Loss: 0.0000|| Cost Time: 4:00:16 || Estimated Time: 1:58:04
2023-04-14 03:37:08,538 semantic_segmentation INFO: Iters: 26830/40000 || Lr: 0.007422 || Task Loss: 0.2282 || KD Loss: 0.0000|| Cost Time: 4:00:20 || Estimated Time: 1:57:58
2023-04-14 03:37:13,263 semantic_segmentation INFO: Iters: 26840/40000 || Lr: 0.007417 || Task Loss: 0.3114 || KD Loss: 0.0000|| Cost Time: 4:00:25 || Estimated Time: 1:57:52
2023-04-14 03:37:18,025 semantic_segmentation INFO: Iters: 26850/40000 || Lr: 0.007412 || Task Loss: 0.3639 || KD Loss: 0.0000|| Cost Time: 4:00:30 || Estimated Time: 1:57:47
2023-04-14 03:37:22,805 semantic_segmentation INFO: Iters: 26860/40000 || Lr: 0.007407 || Task Loss: 0.2853 || KD Loss: 0.0000|| Cost Time: 4:00:35 || Estimated Time: 1:57:41
2023-04-14 03:37:27,556 semantic_segmentation INFO: Iters: 26870/40000 || Lr: 0.007402 || Task Loss: 0.4487 || KD Loss: 0.0000|| Cost Time: 4:00:39 || Estimated Time: 1:57:35
2023-04-14 03:37:32,316 semantic_segmentation INFO: Iters: 26880/40000 || Lr: 0.007397 || Task Loss: 0.2249 || KD Loss: 0.0000|| Cost Time: 4:00:44 || Estimated Time: 1:57:30
2023-04-14 03:37:37,052 semantic_segmentation INFO: Iters: 26890/40000 || Lr: 0.007392 || Task Loss: 0.3519 || KD Loss: 0.0000|| Cost Time: 4:00:49 || Estimated Time: 1:57:24
2023-04-14 03:37:41,855 semantic_segmentation INFO: Iters: 26900/40000 || Lr: 0.007387 || Task Loss: 0.3553 || KD Loss: 0.0000|| Cost Time: 4:00:54 || Estimated Time: 1:57:18
2023-04-14 03:37:46,617 semantic_segmentation INFO: Iters: 26910/40000 || Lr: 0.007382 || Task Loss: 0.2151 || KD Loss: 0.0000|| Cost Time: 4:00:58 || Estimated Time: 1:57:13
2023-04-14 03:37:51,341 semantic_segmentation INFO: Iters: 26920/40000 || Lr: 0.007377 || Task Loss: 0.2907 || KD Loss: 0.0000|| Cost Time: 4:01:03 || Estimated Time: 1:57:07
2023-04-14 03:37:56,126 semantic_segmentation INFO: Iters: 26930/40000 || Lr: 0.007372 || Task Loss: 0.3144 || KD Loss: 0.0000|| Cost Time: 4:01:08 || Estimated Time: 1:57:01
2023-04-14 03:38:00,926 semantic_segmentation INFO: Iters: 26940/40000 || Lr: 0.007367 || Task Loss: 0.2386 || KD Loss: 0.0000|| Cost Time: 4:01:13 || Estimated Time: 1:56:56
2023-04-14 03:38:05,748 semantic_segmentation INFO: Iters: 26950/40000 || Lr: 0.007362 || Task Loss: 0.2284 || KD Loss: 0.0000|| Cost Time: 4:01:18 || Estimated Time: 1:56:50
2023-04-14 03:38:10,550 semantic_segmentation INFO: Iters: 26960/40000 || Lr: 0.007357 || Task Loss: 0.2648 || KD Loss: 0.0000|| Cost Time: 4:01:22 || Estimated Time: 1:56:44
2023-04-14 03:38:15,322 semantic_segmentation INFO: Iters: 26970/40000 || Lr: 0.007352 || Task Loss: 0.3086 || KD Loss: 0.0000|| Cost Time: 4:01:27 || Estimated Time: 1:56:39
2023-04-14 03:38:20,079 semantic_segmentation INFO: Iters: 26980/40000 || Lr: 0.007347 || Task Loss: 0.4456 || KD Loss: 0.0000|| Cost Time: 4:01:32 || Estimated Time: 1:56:33
2023-04-14 03:38:24,877 semantic_segmentation INFO: Iters: 26990/40000 || Lr: 0.007342 || Task Loss: 0.3644 || KD Loss: 0.0000|| Cost Time: 4:01:37 || Estimated Time: 1:56:27
2023-04-14 03:38:29,602 semantic_segmentation INFO: Iters: 27000/40000 || Lr: 0.007337 || Task Loss: 0.2545 || KD Loss: 0.0000|| Cost Time: 4:01:41 || Estimated Time: 1:56:22
2023-04-14 03:38:34,362 semantic_segmentation INFO: Iters: 27010/40000 || Lr: 0.007332 || Task Loss: 0.2795 || KD Loss: 0.0000|| Cost Time: 4:01:46 || Estimated Time: 1:56:16
2023-04-14 03:38:39,174 semantic_segmentation INFO: Iters: 27020/40000 || Lr: 0.007327 || Task Loss: 0.2904 || KD Loss: 0.0000|| Cost Time: 4:01:51 || Estimated Time: 1:56:10
2023-04-14 03:38:43,963 semantic_segmentation INFO: Iters: 27030/40000 || Lr: 0.007322 || Task Loss: 0.2313 || KD Loss: 0.0000|| Cost Time: 4:01:56 || Estimated Time: 1:56:05
2023-04-14 03:38:48,784 semantic_segmentation INFO: Iters: 27040/40000 || Lr: 0.007317 || Task Loss: 0.3196 || KD Loss: 0.0000|| Cost Time: 4:02:01 || Estimated Time: 1:55:59
2023-04-14 03:38:53,550 semantic_segmentation INFO: Iters: 27050/40000 || Lr: 0.007312 || Task Loss: 0.2295 || KD Loss: 0.0000|| Cost Time: 4:02:05 || Estimated Time: 1:55:54
2023-04-14 03:38:58,319 semantic_segmentation INFO: Iters: 27060/40000 || Lr: 0.007307 || Task Loss: 0.1716 || KD Loss: 0.0000|| Cost Time: 4:02:10 || Estimated Time: 1:55:48
2023-04-14 03:39:03,097 semantic_segmentation INFO: Iters: 27070/40000 || Lr: 0.007302 || Task Loss: 0.2988 || KD Loss: 0.0000|| Cost Time: 4:02:15 || Estimated Time: 1:55:42
2023-04-14 03:39:07,884 semantic_segmentation INFO: Iters: 27080/40000 || Lr: 0.007297 || Task Loss: 0.3069 || KD Loss: 0.0000|| Cost Time: 4:02:20 || Estimated Time: 1:55:37
2023-04-14 03:39:12,630 semantic_segmentation INFO: Iters: 27090/40000 || Lr: 0.007292 || Task Loss: 0.3169 || KD Loss: 0.0000|| Cost Time: 4:02:24 || Estimated Time: 1:55:31
2023-04-14 03:39:17,400 semantic_segmentation INFO: Iters: 27100/40000 || Lr: 0.007287 || Task Loss: 0.2181 || KD Loss: 0.0000|| Cost Time: 4:02:29 || Estimated Time: 1:55:25
2023-04-14 03:39:22,227 semantic_segmentation INFO: Iters: 27110/40000 || Lr: 0.007282 || Task Loss: 0.2301 || KD Loss: 0.0000|| Cost Time: 4:02:34 || Estimated Time: 1:55:20
2023-04-14 03:39:27,000 semantic_segmentation INFO: Iters: 27120/40000 || Lr: 0.007277 || Task Loss: 0.3703 || KD Loss: 0.0000|| Cost Time: 4:02:39 || Estimated Time: 1:55:14
2023-04-14 03:39:31,768 semantic_segmentation INFO: Iters: 27130/40000 || Lr: 0.007272 || Task Loss: 0.1753 || KD Loss: 0.0000|| Cost Time: 4:02:44 || Estimated Time: 1:55:08
2023-04-14 03:39:36,557 semantic_segmentation INFO: Iters: 27140/40000 || Lr: 0.007267 || Task Loss: 0.2461 || KD Loss: 0.0000|| Cost Time: 4:02:48 || Estimated Time: 1:55:03
2023-04-14 03:39:41,321 semantic_segmentation INFO: Iters: 27150/40000 || Lr: 0.007262 || Task Loss: 0.2552 || KD Loss: 0.0000|| Cost Time: 4:02:53 || Estimated Time: 1:54:57
2023-04-14 03:39:46,117 semantic_segmentation INFO: Iters: 27160/40000 || Lr: 0.007257 || Task Loss: 0.2109 || KD Loss: 0.0000|| Cost Time: 4:02:58 || Estimated Time: 1:54:51
2023-04-14 03:39:50,899 semantic_segmentation INFO: Iters: 27170/40000 || Lr: 0.007252 || Task Loss: 0.2157 || KD Loss: 0.0000|| Cost Time: 4:03:03 || Estimated Time: 1:54:46
2023-04-14 03:39:55,692 semantic_segmentation INFO: Iters: 27180/40000 || Lr: 0.007247 || Task Loss: 0.2844 || KD Loss: 0.0000|| Cost Time: 4:03:07 || Estimated Time: 1:54:40
2023-04-14 03:40:00,520 semantic_segmentation INFO: Iters: 27190/40000 || Lr: 0.007242 || Task Loss: 0.2131 || KD Loss: 0.0000|| Cost Time: 4:03:12 || Estimated Time: 1:54:34
2023-04-14 03:40:05,288 semantic_segmentation INFO: Iters: 27200/40000 || Lr: 0.007237 || Task Loss: 0.2538 || KD Loss: 0.0000|| Cost Time: 4:03:17 || Estimated Time: 1:54:29
2023-04-14 03:40:05,619 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:40:08,595 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.399
2023-04-14 03:40:08,694 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.490
2023-04-14 03:40:08,786 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.501
2023-04-14 03:40:08,866 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.519
2023-04-14 03:40:08,937 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.510
2023-04-14 03:40:09,010 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.517
2023-04-14 03:40:09,083 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.511
2023-04-14 03:40:09,157 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.530
2023-04-14 03:40:09,229 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.558
2023-04-14 03:40:09,306 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.610
2023-04-14 03:40:09,380 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.611
2023-04-14 03:40:09,450 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.639
2023-04-14 03:40:09,520 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.651
2023-04-14 03:40:09,592 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.645
2023-04-14 03:40:09,663 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.623
2023-04-14 03:40:09,734 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.614
2023-04-14 03:40:09,810 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.617
2023-04-14 03:40:09,881 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.620
2023-04-14 03:40:09,952 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.624
2023-04-14 03:40:10,022 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.632
2023-04-14 03:40:10,095 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.634
2023-04-14 03:40:10,171 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.647
2023-04-14 03:40:10,254 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.647
2023-04-14 03:40:10,337 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.655
2023-04-14 03:40:10,410 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.669
2023-04-14 03:40:10,482 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.671
2023-04-14 03:40:10,556 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.658
2023-04-14 03:40:10,628 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.653
2023-04-14 03:40:10,699 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.655
2023-04-14 03:40:10,770 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.649
2023-04-14 03:40:10,839 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.648
2023-04-14 03:40:10,917 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.647
2023-04-14 03:40:10,998 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.651
2023-04-14 03:40:11,078 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.651
2023-04-14 03:40:11,156 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.652
2023-04-14 03:40:11,230 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.653
2023-04-14 03:40:11,302 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.651
2023-04-14 03:40:11,376 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.651
2023-04-14 03:40:11,447 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.656
2023-04-14 03:40:11,517 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.658
2023-04-14 03:40:11,589 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.659
2023-04-14 03:40:11,664 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.659
2023-04-14 03:40:11,740 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.660
2023-04-14 03:40:11,826 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.661
2023-04-14 03:40:11,900 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.660
2023-04-14 03:40:11,978 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.661
2023-04-14 03:40:12,055 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.661
2023-04-14 03:40:12,128 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.660
2023-04-14 03:40:12,200 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.666
2023-04-14 03:40:12,273 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.669
2023-04-14 03:40:12,347 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.670
2023-04-14 03:40:12,420 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.679
2023-04-14 03:40:12,492 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.679
2023-04-14 03:40:12,567 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.679
2023-04-14 03:40:12,642 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.677
2023-04-14 03:40:12,722 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.682
2023-04-14 03:40:12,795 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.683
2023-04-14 03:40:12,873 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.688
2023-04-14 03:40:12,949 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-14 03:40:13,019 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-14 03:40:13,093 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-14 03:40:13,168 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.694
2023-04-14 03:40:13,241 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-14 03:40:13,314 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:40:13,392 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-14 03:40:13,475 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:40:13,557 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-14 03:40:13,635 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:13,709 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.696
2023-04-14 03:40:13,783 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-14 03:40:13,857 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:40:13,929 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:40:14,004 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:40:14,081 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:40:14,158 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:40:14,233 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:40:14,306 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:40:14,383 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-14 03:40:14,454 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.694
2023-04-14 03:40:14,525 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:40:14,598 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:40:14,671 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:40:14,740 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:40:14,813 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-14 03:40:14,890 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:40:14,966 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:40:15,043 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:40:15,119 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:40:15,196 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:40:15,273 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:40:15,351 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-14 03:40:15,423 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:15,499 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:15,575 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:40:15,649 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:40:15,720 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:40:15,800 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:40:15,879 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:40:15,950 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-14 03:40:16,027 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.704
2023-04-14 03:40:16,107 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:40:16,188 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:16,263 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:16,342 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:16,417 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:16,492 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:16,564 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:16,637 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:16,710 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:16,781 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:40:16,857 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:40:16,933 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:40:17,012 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:40:17,089 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:17,164 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:17,237 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:17,313 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:17,387 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-14 03:40:17,460 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.697
2023-04-14 03:40:17,532 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 03:40:17,602 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 03:40:17,678 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 03:40:17,757 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 03:40:17,838 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-14 03:40:17,914 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.698
2023-04-14 03:40:17,987 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-14 03:40:18,058 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.700
2023-04-14 03:40:18,130 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.700
2023-04-14 03:40:18,205 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:18,276 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:18,349 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:18,419 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.701
2023-04-14 03:40:18,493 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:40:18,574 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:40:18,657 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:18,739 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:18,811 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:18,886 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:40:18,957 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:19,034 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:19,104 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:19,182 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:19,258 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:19,333 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:19,415 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:40:19,497 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:19,573 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:19,647 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:19,723 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:19,796 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:40:19,868 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:19,943 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:40:20,018 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:20,096 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:20,172 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:20,245 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:20,323 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:20,398 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:20,470 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:40:20,546 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:40:20,620 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:40:20,692 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:40:20,769 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:40:20,846 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:40:20,924 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:40:21,003 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:40:21,077 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:40:21,153 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:40:21,229 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:21,305 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:21,384 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:40:21,459 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:40:21,537 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:21,613 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:21,684 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:21,754 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:21,823 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:21,895 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:21,967 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:22,046 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:22,127 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:40:22,206 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:40:22,284 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:40:22,361 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:40:22,436 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:40:22,507 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:40:22,578 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:40:22,651 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:40:22,723 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:40:22,797 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:40:22,877 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 03:40:22,957 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 03:40:23,032 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-14 03:40:23,107 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-14 03:40:23,181 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.943, mIoU: 0.702
2023-04-14 03:40:23,253 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:40:23,325 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:40:23,396 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:40:23,466 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:40:23,534 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.943, mIoU: 0.701
2023-04-14 03:40:23,609 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-14 03:40:23,688 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-14 03:40:23,765 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-14 03:40:23,843 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-14 03:40:23,918 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-14 03:40:23,995 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-14 03:40:24,066 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-14 03:40:24,138 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-14 03:40:24,210 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-14 03:40:24,280 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-14 03:40:24,357 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-14 03:40:24,437 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-14 03:40:24,517 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.944, mIoU: 0.702
2023-04-14 03:40:24,598 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:40:24,676 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:40:24,751 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:40:24,824 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-14 03:40:24,896 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 03:40:24,966 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 03:40:25,034 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 03:40:25,100 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-14 03:40:25,168 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:25,236 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:25,304 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:25,370 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:25,437 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:25,506 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:25,574 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:25,643 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 03:40:25,709 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:25,774 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-14 03:40:25,837 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.944, mIoU: 0.703
2023-04-14 03:40:25,902 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-14 03:40:25,966 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:26,030 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:26,094 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:26,156 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:26,221 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:26,285 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-14 03:40:26,349 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-14 03:40:26,412 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:26,477 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:26,543 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 03:40:26,611 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 03:40:26,679 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 03:40:26,749 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-14 03:40:26,819 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 03:40:26,885 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-14 03:40:26,955 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-14 03:40:27,025 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-14 03:40:27,839 semantic_segmentation INFO: Overall validation pixAcc: 95.013, mIoU: 71.528
2023-04-14 03:40:32,992 semantic_segmentation INFO: Iters: 27210/40000 || Lr: 0.007232 || Task Loss: 0.2344 || KD Loss: 0.0000|| Cost Time: 4:03:45 || Estimated Time: 1:54:34
2023-04-14 03:40:37,712 semantic_segmentation INFO: Iters: 27220/40000 || Lr: 0.007227 || Task Loss: 0.2516 || KD Loss: 0.0000|| Cost Time: 4:03:49 || Estimated Time: 1:54:28
2023-04-14 03:40:42,507 semantic_segmentation INFO: Iters: 27230/40000 || Lr: 0.007222 || Task Loss: 0.2097 || KD Loss: 0.0000|| Cost Time: 4:03:54 || Estimated Time: 1:54:23
2023-04-14 03:40:47,268 semantic_segmentation INFO: Iters: 27240/40000 || Lr: 0.007217 || Task Loss: 0.3029 || KD Loss: 0.0000|| Cost Time: 4:03:59 || Estimated Time: 1:54:17
2023-04-14 03:40:52,096 semantic_segmentation INFO: Iters: 27250/40000 || Lr: 0.007212 || Task Loss: 0.2286 || KD Loss: 0.0000|| Cost Time: 4:04:04 || Estimated Time: 1:54:11
2023-04-14 03:40:56,787 semantic_segmentation INFO: Iters: 27260/40000 || Lr: 0.007207 || Task Loss: 0.3846 || KD Loss: 0.0000|| Cost Time: 4:04:09 || Estimated Time: 1:54:06
2023-04-14 03:41:01,570 semantic_segmentation INFO: Iters: 27270/40000 || Lr: 0.007202 || Task Loss: 0.3416 || KD Loss: 0.0000|| Cost Time: 4:04:13 || Estimated Time: 1:54:00
2023-04-14 03:41:06,326 semantic_segmentation INFO: Iters: 27280/40000 || Lr: 0.007197 || Task Loss: 0.2100 || KD Loss: 0.0000|| Cost Time: 4:04:18 || Estimated Time: 1:53:54
2023-04-14 03:41:11,114 semantic_segmentation INFO: Iters: 27290/40000 || Lr: 0.007192 || Task Loss: 0.2459 || KD Loss: 0.0000|| Cost Time: 4:04:23 || Estimated Time: 1:53:49
2023-04-14 03:41:15,913 semantic_segmentation INFO: Iters: 27300/40000 || Lr: 0.007187 || Task Loss: 0.2024 || KD Loss: 0.0000|| Cost Time: 4:04:28 || Estimated Time: 1:53:43
2023-04-14 03:41:20,714 semantic_segmentation INFO: Iters: 27310/40000 || Lr: 0.007182 || Task Loss: 0.3174 || KD Loss: 0.0000|| Cost Time: 4:04:32 || Estimated Time: 1:53:37
2023-04-14 03:41:25,484 semantic_segmentation INFO: Iters: 27320/40000 || Lr: 0.007177 || Task Loss: 0.3286 || KD Loss: 0.0000|| Cost Time: 4:04:37 || Estimated Time: 1:53:32
2023-04-14 03:41:30,241 semantic_segmentation INFO: Iters: 27330/40000 || Lr: 0.007172 || Task Loss: 0.3327 || KD Loss: 0.0000|| Cost Time: 4:04:42 || Estimated Time: 1:53:26
2023-04-14 03:41:35,057 semantic_segmentation INFO: Iters: 27340/40000 || Lr: 0.007167 || Task Loss: 0.2676 || KD Loss: 0.0000|| Cost Time: 4:04:47 || Estimated Time: 1:53:20
2023-04-14 03:41:39,829 semantic_segmentation INFO: Iters: 27350/40000 || Lr: 0.007162 || Task Loss: 0.3675 || KD Loss: 0.0000|| Cost Time: 4:04:52 || Estimated Time: 1:53:15
2023-04-14 03:41:44,606 semantic_segmentation INFO: Iters: 27360/40000 || Lr: 0.007157 || Task Loss: 0.2069 || KD Loss: 0.0000|| Cost Time: 4:04:56 || Estimated Time: 1:53:09
2023-04-14 03:41:49,397 semantic_segmentation INFO: Iters: 27370/40000 || Lr: 0.007152 || Task Loss: 0.3860 || KD Loss: 0.0000|| Cost Time: 4:05:01 || Estimated Time: 1:53:04
2023-04-14 03:41:54,227 semantic_segmentation INFO: Iters: 27380/40000 || Lr: 0.007147 || Task Loss: 0.3818 || KD Loss: 0.0000|| Cost Time: 4:05:06 || Estimated Time: 1:52:58
2023-04-14 03:41:58,992 semantic_segmentation INFO: Iters: 27390/40000 || Lr: 0.007142 || Task Loss: 0.2243 || KD Loss: 0.0000|| Cost Time: 4:05:11 || Estimated Time: 1:52:52
2023-04-14 03:42:03,721 semantic_segmentation INFO: Iters: 27400/40000 || Lr: 0.007137 || Task Loss: 0.2506 || KD Loss: 0.0000|| Cost Time: 4:05:15 || Estimated Time: 1:52:47
2023-04-14 03:42:08,497 semantic_segmentation INFO: Iters: 27410/40000 || Lr: 0.007132 || Task Loss: 0.2209 || KD Loss: 0.0000|| Cost Time: 4:05:20 || Estimated Time: 1:52:41
2023-04-14 03:42:13,269 semantic_segmentation INFO: Iters: 27420/40000 || Lr: 0.007127 || Task Loss: 0.2569 || KD Loss: 0.0000|| Cost Time: 4:05:25 || Estimated Time: 1:52:35
2023-04-14 03:42:18,014 semantic_segmentation INFO: Iters: 27430/40000 || Lr: 0.007122 || Task Loss: 0.1659 || KD Loss: 0.0000|| Cost Time: 4:05:30 || Estimated Time: 1:52:30
2023-04-14 03:42:22,801 semantic_segmentation INFO: Iters: 27440/40000 || Lr: 0.007117 || Task Loss: 0.2882 || KD Loss: 0.0000|| Cost Time: 4:05:35 || Estimated Time: 1:52:24
2023-04-14 03:42:27,557 semantic_segmentation INFO: Iters: 27450/40000 || Lr: 0.007111 || Task Loss: 0.2933 || KD Loss: 0.0000|| Cost Time: 4:05:39 || Estimated Time: 1:52:18
2023-04-14 03:42:32,313 semantic_segmentation INFO: Iters: 27460/40000 || Lr: 0.007106 || Task Loss: 0.2217 || KD Loss: 0.0000|| Cost Time: 4:05:44 || Estimated Time: 1:52:13
2023-04-14 03:42:37,114 semantic_segmentation INFO: Iters: 27470/40000 || Lr: 0.007101 || Task Loss: 0.1972 || KD Loss: 0.0000|| Cost Time: 4:05:49 || Estimated Time: 1:52:07
2023-04-14 03:42:41,869 semantic_segmentation INFO: Iters: 27480/40000 || Lr: 0.007096 || Task Loss: 0.3591 || KD Loss: 0.0000|| Cost Time: 4:05:54 || Estimated Time: 1:52:01
2023-04-14 03:42:46,610 semantic_segmentation INFO: Iters: 27490/40000 || Lr: 0.007091 || Task Loss: 0.1871 || KD Loss: 0.0000|| Cost Time: 4:05:58 || Estimated Time: 1:51:56
2023-04-14 03:42:51,370 semantic_segmentation INFO: Iters: 27500/40000 || Lr: 0.007086 || Task Loss: 0.3520 || KD Loss: 0.0000|| Cost Time: 4:06:03 || Estimated Time: 1:51:50
2023-04-14 03:42:56,189 semantic_segmentation INFO: Iters: 27510/40000 || Lr: 0.007081 || Task Loss: 0.2299 || KD Loss: 0.0000|| Cost Time: 4:06:08 || Estimated Time: 1:51:45
2023-04-14 03:43:00,939 semantic_segmentation INFO: Iters: 27520/40000 || Lr: 0.007076 || Task Loss: 0.2847 || KD Loss: 0.0000|| Cost Time: 4:06:13 || Estimated Time: 1:51:39
2023-04-14 03:43:05,703 semantic_segmentation INFO: Iters: 27530/40000 || Lr: 0.007071 || Task Loss: 0.3718 || KD Loss: 0.0000|| Cost Time: 4:06:17 || Estimated Time: 1:51:33
2023-04-14 03:43:10,479 semantic_segmentation INFO: Iters: 27540/40000 || Lr: 0.007066 || Task Loss: 0.2840 || KD Loss: 0.0000|| Cost Time: 4:06:22 || Estimated Time: 1:51:28
2023-04-14 03:43:15,273 semantic_segmentation INFO: Iters: 27550/40000 || Lr: 0.007061 || Task Loss: 0.2873 || KD Loss: 0.0000|| Cost Time: 4:06:27 || Estimated Time: 1:51:22
2023-04-14 03:43:20,018 semantic_segmentation INFO: Iters: 27560/40000 || Lr: 0.007056 || Task Loss: 0.3207 || KD Loss: 0.0000|| Cost Time: 4:06:32 || Estimated Time: 1:51:16
2023-04-14 03:43:24,752 semantic_segmentation INFO: Iters: 27570/40000 || Lr: 0.007051 || Task Loss: 0.3404 || KD Loss: 0.0000|| Cost Time: 4:06:37 || Estimated Time: 1:51:11
2023-04-14 03:43:29,542 semantic_segmentation INFO: Iters: 27580/40000 || Lr: 0.007046 || Task Loss: 0.2232 || KD Loss: 0.0000|| Cost Time: 4:06:41 || Estimated Time: 1:51:05
2023-04-14 03:43:34,324 semantic_segmentation INFO: Iters: 27590/40000 || Lr: 0.007041 || Task Loss: 0.2124 || KD Loss: 0.0000|| Cost Time: 4:06:46 || Estimated Time: 1:50:59
2023-04-14 03:43:39,082 semantic_segmentation INFO: Iters: 27600/40000 || Lr: 0.007036 || Task Loss: 0.1927 || KD Loss: 0.0000|| Cost Time: 4:06:51 || Estimated Time: 1:50:54
2023-04-14 03:43:39,400 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:43:42,098 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.413
2023-04-14 03:43:42,236 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.475
2023-04-14 03:43:42,447 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.493
2023-04-14 03:43:42,547 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.521
2023-04-14 03:43:42,629 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.512
2023-04-14 03:43:42,710 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.517
2023-04-14 03:43:42,785 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.510
2023-04-14 03:43:42,861 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.557
2023-04-14 03:43:42,939 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.608
2023-04-14 03:43:43,009 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.636
2023-04-14 03:43:43,083 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.647
2023-04-14 03:43:43,157 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.647
2023-04-14 03:43:43,231 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.651
2023-04-14 03:43:43,303 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.634
2023-04-14 03:43:43,377 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.595
2023-04-14 03:43:43,449 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.943, mIoU: 0.590
2023-04-14 03:43:43,522 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.587
2023-04-14 03:43:43,596 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.588
2023-04-14 03:43:43,670 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.594
2023-04-14 03:43:43,745 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.602
2023-04-14 03:43:43,815 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.604
2023-04-14 03:43:43,886 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.619
2023-04-14 03:43:43,960 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.617
2023-04-14 03:43:44,033 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.627
2023-04-14 03:43:44,106 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.642
2023-04-14 03:43:44,181 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.643
2023-04-14 03:43:44,256 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.632
2023-04-14 03:43:44,333 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.628
2023-04-14 03:43:44,410 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.630
2023-04-14 03:43:44,486 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.635
2023-04-14 03:43:44,563 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.633
2023-04-14 03:43:44,640 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.630
2023-04-14 03:43:44,712 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.631
2023-04-14 03:43:44,789 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.633
2023-04-14 03:43:44,863 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.635
2023-04-14 03:43:44,939 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.634
2023-04-14 03:43:45,013 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.631
2023-04-14 03:43:45,090 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.630
2023-04-14 03:43:45,162 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.620
2023-04-14 03:43:45,236 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.622
2023-04-14 03:43:45,309 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.617
2023-04-14 03:43:45,381 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.617
2023-04-14 03:43:45,452 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.618
2023-04-14 03:43:45,522 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.619
2023-04-14 03:43:45,593 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.618
2023-04-14 03:43:45,664 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.618
2023-04-14 03:43:45,744 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.618
2023-04-14 03:43:45,819 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.617
2023-04-14 03:43:45,895 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.619
2023-04-14 03:43:45,969 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.621
2023-04-14 03:43:46,046 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.622
2023-04-14 03:43:46,121 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.636
2023-04-14 03:43:46,196 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.632
2023-04-14 03:43:46,269 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.936, mIoU: 0.626
2023-04-14 03:43:46,345 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.625
2023-04-14 03:43:46,419 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.624
2023-04-14 03:43:46,494 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.624
2023-04-14 03:43:46,571 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.630
2023-04-14 03:43:46,647 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.629
2023-04-14 03:43:46,721 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.629
2023-04-14 03:43:46,802 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.632
2023-04-14 03:43:46,877 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.634
2023-04-14 03:43:46,952 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.633
2023-04-14 03:43:47,024 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.636
2023-04-14 03:43:47,098 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.637
2023-04-14 03:43:47,174 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.637
2023-04-14 03:43:47,259 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 03:43:47,343 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.637
2023-04-14 03:43:47,418 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.636
2023-04-14 03:43:47,491 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.633
2023-04-14 03:43:47,564 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.633
2023-04-14 03:43:47,636 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.628
2023-04-14 03:43:47,706 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.624
2023-04-14 03:43:47,779 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.624
2023-04-14 03:43:47,848 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.623
2023-04-14 03:43:47,922 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.933, mIoU: 0.623
2023-04-14 03:43:47,994 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.623
2023-04-14 03:43:48,074 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.623
2023-04-14 03:43:48,154 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.623
2023-04-14 03:43:48,232 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.625
2023-04-14 03:43:48,310 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.934, mIoU: 0.627
2023-04-14 03:43:48,384 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.627
2023-04-14 03:43:48,456 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.934, mIoU: 0.627
2023-04-14 03:43:48,524 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.626
2023-04-14 03:43:48,597 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 03:43:48,666 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 03:43:48,740 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 03:43:48,813 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 03:43:48,894 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.623
2023-04-14 03:43:48,971 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.932, mIoU: 0.623
2023-04-14 03:43:49,047 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.625
2023-04-14 03:43:49,119 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 03:43:49,192 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 03:43:49,265 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 03:43:49,335 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.634
2023-04-14 03:43:49,404 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.634
2023-04-14 03:43:49,475 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.632
2023-04-14 03:43:49,547 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.632
2023-04-14 03:43:49,622 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 03:43:49,697 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-14 03:43:49,768 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 03:43:49,849 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.633
2023-04-14 03:43:49,925 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.633
2023-04-14 03:43:50,004 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 03:43:50,079 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 03:43:50,158 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 03:43:50,231 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 03:43:50,304 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 03:43:50,376 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.634
2023-04-14 03:43:50,449 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.632
2023-04-14 03:43:50,528 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.633
2023-04-14 03:43:50,606 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-14 03:43:50,684 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.632
2023-04-14 03:43:50,758 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.632
2023-04-14 03:43:50,836 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.631
2023-04-14 03:43:50,909 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.631
2023-04-14 03:43:50,983 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.634
2023-04-14 03:43:51,054 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.636
2023-04-14 03:43:51,121 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 03:43:51,192 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.630
2023-04-14 03:43:51,267 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 03:43:51,342 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 03:43:51,415 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.629
2023-04-14 03:43:51,490 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-14 03:43:51,569 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.632
2023-04-14 03:43:51,649 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.637
2023-04-14 03:43:51,728 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 03:43:51,802 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.639
2023-04-14 03:43:51,876 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.638
2023-04-14 03:43:51,949 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-14 03:43:52,019 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-14 03:43:52,091 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-14 03:43:52,168 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.639
2023-04-14 03:43:52,248 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-14 03:43:52,329 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-14 03:43:52,401 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-14 03:43:52,475 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.635
2023-04-14 03:43:52,547 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.932, mIoU: 0.637
2023-04-14 03:43:52,619 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.932, mIoU: 0.638
2023-04-14 03:43:52,693 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-14 03:43:52,764 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:43:52,834 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:43:52,909 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-14 03:43:52,982 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.932, mIoU: 0.641
2023-04-14 03:43:53,056 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.932, mIoU: 0.640
2023-04-14 03:43:53,133 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 03:43:53,210 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:43:53,287 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:43:53,366 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.932, mIoU: 0.643
2023-04-14 03:43:53,444 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:43:53,518 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 03:43:53,591 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 03:43:53,670 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 03:43:53,748 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 03:43:53,825 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.932, mIoU: 0.644
2023-04-14 03:43:53,905 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 03:43:53,979 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 03:43:54,052 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 03:43:54,124 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 03:43:54,200 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 03:43:54,273 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.933, mIoU: 0.644
2023-04-14 03:43:54,346 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:43:54,424 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:43:54,501 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.932, mIoU: 0.642
2023-04-14 03:43:54,578 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 03:43:54,654 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 03:43:54,734 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 03:43:54,807 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 03:43:54,881 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 03:43:54,952 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.933, mIoU: 0.642
2023-04-14 03:43:55,028 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.934, mIoU: 0.642
2023-04-14 03:43:55,107 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.934, mIoU: 0.642
2023-04-14 03:43:55,183 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.934, mIoU: 0.642
2023-04-14 03:43:55,254 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.934, mIoU: 0.642
2023-04-14 03:43:55,327 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.934, mIoU: 0.642
2023-04-14 03:43:55,401 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.934, mIoU: 0.642
2023-04-14 03:43:55,474 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-14 03:43:55,544 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-14 03:43:55,616 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-14 03:43:55,689 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-14 03:43:55,761 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-14 03:43:55,835 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-14 03:43:55,907 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.934, mIoU: 0.643
2023-04-14 03:43:55,979 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 03:43:56,055 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 03:43:56,129 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 03:43:56,205 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 03:43:56,286 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 03:43:56,363 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 03:43:56,438 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.935, mIoU: 0.643
2023-04-14 03:43:56,517 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-14 03:43:56,589 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.935, mIoU: 0.644
2023-04-14 03:43:56,665 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-14 03:43:56,740 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-14 03:43:56,813 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-14 03:43:56,885 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-14 03:43:56,960 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-14 03:43:57,038 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.935, mIoU: 0.647
2023-04-14 03:43:57,116 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 03:43:57,192 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.936, mIoU: 0.647
2023-04-14 03:43:57,264 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 03:43:57,337 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 03:43:57,412 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 03:43:57,491 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 03:43:57,574 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 03:43:57,651 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 03:43:57,722 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.936, mIoU: 0.650
2023-04-14 03:43:57,805 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.936, mIoU: 0.649
2023-04-14 03:43:57,877 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:43:57,947 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 03:43:58,017 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:43:58,088 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:43:58,159 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:43:58,238 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-14 03:43:58,316 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-14 03:43:58,390 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-14 03:43:58,469 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-14 03:43:58,544 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 03:43:58,617 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 03:43:58,686 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 03:43:58,751 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.937, mIoU: 0.647
2023-04-14 03:43:58,817 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 03:43:58,883 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.937, mIoU: 0.648
2023-04-14 03:43:58,948 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.938, mIoU: 0.648
2023-04-14 03:43:59,012 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.938, mIoU: 0.648
2023-04-14 03:43:59,075 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.938, mIoU: 0.648
2023-04-14 03:43:59,138 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-14 03:43:59,201 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.938, mIoU: 0.649
2023-04-14 03:43:59,264 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-14 03:43:59,327 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:43:59,389 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:43:59,449 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:43:59,513 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:43:59,577 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:43:59,642 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-14 03:43:59,707 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-14 03:43:59,769 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-14 03:43:59,833 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-14 03:43:59,896 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-14 03:43:59,960 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.937, mIoU: 0.649
2023-04-14 03:44:00,025 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.937, mIoU: 0.650
2023-04-14 03:44:00,088 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-14 03:44:00,149 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.938, mIoU: 0.650
2023-04-14 03:44:00,212 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.938, mIoU: 0.652
2023-04-14 03:44:00,276 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.938, mIoU: 0.652
2023-04-14 03:44:00,343 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.938, mIoU: 0.654
2023-04-14 03:44:00,409 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-14 03:44:00,474 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-14 03:44:00,545 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-14 03:44:00,615 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.938, mIoU: 0.653
2023-04-14 03:44:01,406 semantic_segmentation INFO: Overall validation pixAcc: 94.288, mIoU: 66.497
2023-04-14 03:44:06,350 semantic_segmentation INFO: Iters: 27610/40000 || Lr: 0.007031 || Task Loss: 0.2132 || KD Loss: 0.0000|| Cost Time: 4:07:18 || Estimated Time: 1:50:58
2023-04-14 03:44:11,087 semantic_segmentation INFO: Iters: 27620/40000 || Lr: 0.007026 || Task Loss: 0.2320 || KD Loss: 0.0000|| Cost Time: 4:07:23 || Estimated Time: 1:50:53
2023-04-14 03:44:15,817 semantic_segmentation INFO: Iters: 27630/40000 || Lr: 0.007021 || Task Loss: 0.2050 || KD Loss: 0.0000|| Cost Time: 4:07:28 || Estimated Time: 1:50:47
2023-04-14 03:44:20,620 semantic_segmentation INFO: Iters: 27640/40000 || Lr: 0.007016 || Task Loss: 0.4604 || KD Loss: 0.0000|| Cost Time: 4:07:32 || Estimated Time: 1:50:41
2023-04-14 03:44:25,366 semantic_segmentation INFO: Iters: 27650/40000 || Lr: 0.007011 || Task Loss: 0.2287 || KD Loss: 0.0000|| Cost Time: 4:07:37 || Estimated Time: 1:50:36
2023-04-14 03:44:30,174 semantic_segmentation INFO: Iters: 27660/40000 || Lr: 0.007006 || Task Loss: 0.1780 || KD Loss: 0.0000|| Cost Time: 4:07:42 || Estimated Time: 1:50:30
2023-04-14 03:44:34,933 semantic_segmentation INFO: Iters: 27670/40000 || Lr: 0.007001 || Task Loss: 0.3361 || KD Loss: 0.0000|| Cost Time: 4:07:47 || Estimated Time: 1:50:24
2023-04-14 03:44:39,642 semantic_segmentation INFO: Iters: 27680/40000 || Lr: 0.006996 || Task Loss: 0.2909 || KD Loss: 0.0000|| Cost Time: 4:07:51 || Estimated Time: 1:50:19
2023-04-14 03:44:44,403 semantic_segmentation INFO: Iters: 27690/40000 || Lr: 0.006991 || Task Loss: 0.1958 || KD Loss: 0.0000|| Cost Time: 4:07:56 || Estimated Time: 1:50:13
2023-04-14 03:44:49,129 semantic_segmentation INFO: Iters: 27700/40000 || Lr: 0.006986 || Task Loss: 0.2083 || KD Loss: 0.0000|| Cost Time: 4:08:01 || Estimated Time: 1:50:07
2023-04-14 03:44:53,919 semantic_segmentation INFO: Iters: 27710/40000 || Lr: 0.006981 || Task Loss: 0.4872 || KD Loss: 0.0000|| Cost Time: 4:08:06 || Estimated Time: 1:50:02
2023-04-14 03:44:58,662 semantic_segmentation INFO: Iters: 27720/40000 || Lr: 0.006976 || Task Loss: 0.2502 || KD Loss: 0.0000|| Cost Time: 4:08:10 || Estimated Time: 1:49:56
2023-04-14 03:45:03,461 semantic_segmentation INFO: Iters: 27730/40000 || Lr: 0.006971 || Task Loss: 0.2443 || KD Loss: 0.0000|| Cost Time: 4:08:15 || Estimated Time: 1:49:50
2023-04-14 03:45:08,228 semantic_segmentation INFO: Iters: 27740/40000 || Lr: 0.006966 || Task Loss: 0.1855 || KD Loss: 0.0000|| Cost Time: 4:08:20 || Estimated Time: 1:49:45
2023-04-14 03:45:13,031 semantic_segmentation INFO: Iters: 27750/40000 || Lr: 0.006960 || Task Loss: 0.3067 || KD Loss: 0.0000|| Cost Time: 4:08:25 || Estimated Time: 1:49:39
2023-04-14 03:45:17,808 semantic_segmentation INFO: Iters: 27760/40000 || Lr: 0.006955 || Task Loss: 0.4350 || KD Loss: 0.0000|| Cost Time: 4:08:30 || Estimated Time: 1:49:34
2023-04-14 03:45:22,542 semantic_segmentation INFO: Iters: 27770/40000 || Lr: 0.006950 || Task Loss: 0.2693 || KD Loss: 0.0000|| Cost Time: 4:08:34 || Estimated Time: 1:49:28
2023-04-14 03:45:27,293 semantic_segmentation INFO: Iters: 27780/40000 || Lr: 0.006945 || Task Loss: 0.1949 || KD Loss: 0.0000|| Cost Time: 4:08:39 || Estimated Time: 1:49:22
2023-04-14 03:45:32,052 semantic_segmentation INFO: Iters: 27790/40000 || Lr: 0.006940 || Task Loss: 0.2119 || KD Loss: 0.0000|| Cost Time: 4:08:44 || Estimated Time: 1:49:17
2023-04-14 03:45:36,835 semantic_segmentation INFO: Iters: 27800/40000 || Lr: 0.006935 || Task Loss: 0.2958 || KD Loss: 0.0000|| Cost Time: 4:08:49 || Estimated Time: 1:49:11
2023-04-14 03:45:41,590 semantic_segmentation INFO: Iters: 27810/40000 || Lr: 0.006930 || Task Loss: 0.2736 || KD Loss: 0.0000|| Cost Time: 4:08:53 || Estimated Time: 1:49:05
2023-04-14 03:45:46,354 semantic_segmentation INFO: Iters: 27820/40000 || Lr: 0.006925 || Task Loss: 0.3150 || KD Loss: 0.0000|| Cost Time: 4:08:58 || Estimated Time: 1:49:00
2023-04-14 03:45:51,116 semantic_segmentation INFO: Iters: 27830/40000 || Lr: 0.006920 || Task Loss: 0.2820 || KD Loss: 0.0000|| Cost Time: 4:09:03 || Estimated Time: 1:48:54
2023-04-14 03:45:55,893 semantic_segmentation INFO: Iters: 27840/40000 || Lr: 0.006915 || Task Loss: 0.3160 || KD Loss: 0.0000|| Cost Time: 4:09:08 || Estimated Time: 1:48:48
2023-04-14 03:46:00,703 semantic_segmentation INFO: Iters: 27850/40000 || Lr: 0.006910 || Task Loss: 0.1769 || KD Loss: 0.0000|| Cost Time: 4:09:12 || Estimated Time: 1:48:43
2023-04-14 03:46:05,512 semantic_segmentation INFO: Iters: 27860/40000 || Lr: 0.006905 || Task Loss: 0.3412 || KD Loss: 0.0000|| Cost Time: 4:09:17 || Estimated Time: 1:48:37
2023-04-14 03:46:10,294 semantic_segmentation INFO: Iters: 27870/40000 || Lr: 0.006900 || Task Loss: 0.2309 || KD Loss: 0.0000|| Cost Time: 4:09:22 || Estimated Time: 1:48:32
2023-04-14 03:46:15,076 semantic_segmentation INFO: Iters: 27880/40000 || Lr: 0.006895 || Task Loss: 0.1862 || KD Loss: 0.0000|| Cost Time: 4:09:27 || Estimated Time: 1:48:26
2023-04-14 03:46:19,840 semantic_segmentation INFO: Iters: 27890/40000 || Lr: 0.006890 || Task Loss: 0.4119 || KD Loss: 0.0000|| Cost Time: 4:09:32 || Estimated Time: 1:48:20
2023-04-14 03:46:24,624 semantic_segmentation INFO: Iters: 27900/40000 || Lr: 0.006885 || Task Loss: 0.2298 || KD Loss: 0.0000|| Cost Time: 4:09:36 || Estimated Time: 1:48:15
2023-04-14 03:46:29,420 semantic_segmentation INFO: Iters: 27910/40000 || Lr: 0.006880 || Task Loss: 0.3694 || KD Loss: 0.0000|| Cost Time: 4:09:41 || Estimated Time: 1:48:09
2023-04-14 03:46:34,248 semantic_segmentation INFO: Iters: 27920/40000 || Lr: 0.006875 || Task Loss: 0.2846 || KD Loss: 0.0000|| Cost Time: 4:09:46 || Estimated Time: 1:48:04
2023-04-14 03:46:39,033 semantic_segmentation INFO: Iters: 27930/40000 || Lr: 0.006870 || Task Loss: 0.2235 || KD Loss: 0.0000|| Cost Time: 4:09:51 || Estimated Time: 1:47:58
2023-04-14 03:46:43,811 semantic_segmentation INFO: Iters: 27940/40000 || Lr: 0.006865 || Task Loss: 0.3768 || KD Loss: 0.0000|| Cost Time: 4:09:56 || Estimated Time: 1:47:52
2023-04-14 03:46:48,573 semantic_segmentation INFO: Iters: 27950/40000 || Lr: 0.006860 || Task Loss: 0.2229 || KD Loss: 0.0000|| Cost Time: 4:10:00 || Estimated Time: 1:47:47
2023-04-14 03:46:53,389 semantic_segmentation INFO: Iters: 27960/40000 || Lr: 0.006855 || Task Loss: 0.2329 || KD Loss: 0.0000|| Cost Time: 4:10:05 || Estimated Time: 1:47:41
2023-04-14 03:46:58,143 semantic_segmentation INFO: Iters: 27970/40000 || Lr: 0.006849 || Task Loss: 0.1741 || KD Loss: 0.0000|| Cost Time: 4:10:10 || Estimated Time: 1:47:35
2023-04-14 03:47:02,907 semantic_segmentation INFO: Iters: 27980/40000 || Lr: 0.006844 || Task Loss: 0.2280 || KD Loss: 0.0000|| Cost Time: 4:10:15 || Estimated Time: 1:47:30
2023-04-14 03:47:07,715 semantic_segmentation INFO: Iters: 27990/40000 || Lr: 0.006839 || Task Loss: 0.2064 || KD Loss: 0.0000|| Cost Time: 4:10:19 || Estimated Time: 1:47:24
2023-04-14 03:47:12,473 semantic_segmentation INFO: Iters: 28000/40000 || Lr: 0.006834 || Task Loss: 0.4303 || KD Loss: 0.0000|| Cost Time: 4:10:24 || Estimated Time: 1:47:19
2023-04-14 03:47:12,799 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:47:15,599 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.398
2023-04-14 03:47:15,692 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.458
2023-04-14 03:47:15,782 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.477
2023-04-14 03:47:15,871 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.513
2023-04-14 03:47:15,954 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.506
2023-04-14 03:47:16,041 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.508
2023-04-14 03:47:16,118 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.514
2023-04-14 03:47:16,190 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.565
2023-04-14 03:47:16,265 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.582
2023-04-14 03:47:16,339 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.629
2023-04-14 03:47:16,412 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.630
2023-04-14 03:47:16,483 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.649
2023-04-14 03:47:16,557 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.631
2023-04-14 03:47:16,635 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.632
2023-04-14 03:47:16,711 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.638
2023-04-14 03:47:16,790 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.630
2023-04-14 03:47:16,867 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.633
2023-04-14 03:47:16,940 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.637
2023-04-14 03:47:17,015 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.646
2023-04-14 03:47:17,087 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.655
2023-04-14 03:47:17,163 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.656
2023-04-14 03:47:17,239 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.635
2023-04-14 03:47:17,313 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.635
2023-04-14 03:47:17,385 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.644
2023-04-14 03:47:17,457 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.656
2023-04-14 03:47:17,530 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.659
2023-04-14 03:47:17,602 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.651
2023-04-14 03:47:17,672 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.647
2023-04-14 03:47:17,742 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.657
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2023-04-14 03:47:18,034 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.676
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2023-04-14 03:47:18,327 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.672
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2023-04-14 03:47:18,476 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.663
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2023-04-14 03:47:19,052 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.662
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2023-04-14 03:47:19,871 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.686
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2023-04-14 03:47:21,871 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.671
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2023-04-14 03:47:22,100 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.671
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2023-04-14 03:47:22,399 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.685
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2023-04-14 03:47:22,617 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.685
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2023-04-14 03:47:23,059 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.683
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2023-04-14 03:47:24,990 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.691
2023-04-14 03:47:25,065 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.691
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2023-04-14 03:47:27,078 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.695
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2023-04-14 03:47:32,344 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:47:32,410 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:47:32,474 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 03:47:32,537 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:47:32,601 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:47:32,665 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:47:32,727 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:47:32,791 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:47:32,858 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:47:32,929 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:47:33,000 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:47:33,069 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:47:33,139 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:47:33,210 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:47:33,280 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.941, mIoU: 0.692
2023-04-14 03:47:33,350 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:47:33,420 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:47:33,488 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 03:47:33,557 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:47:33,626 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:47:33,693 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-14 03:47:33,759 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:47:33,824 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:47:33,891 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 03:47:33,957 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 03:47:34,791 semantic_segmentation INFO: Overall validation pixAcc: 94.739, mIoU: 70.143
2023-04-14 03:47:39,798 semantic_segmentation INFO: Iters: 28010/40000 || Lr: 0.006829 || Task Loss: 0.2280 || KD Loss: 0.0000|| Cost Time: 4:10:52 || Estimated Time: 1:47:23
2023-04-14 03:47:44,586 semantic_segmentation INFO: Iters: 28020/40000 || Lr: 0.006824 || Task Loss: 0.2736 || KD Loss: 0.0000|| Cost Time: 4:10:56 || Estimated Time: 1:47:17
2023-04-14 03:47:49,319 semantic_segmentation INFO: Iters: 28030/40000 || Lr: 0.006819 || Task Loss: 0.2333 || KD Loss: 0.0000|| Cost Time: 4:11:01 || Estimated Time: 1:47:11
2023-04-14 03:47:54,030 semantic_segmentation INFO: Iters: 28040/40000 || Lr: 0.006814 || Task Loss: 0.2520 || KD Loss: 0.0000|| Cost Time: 4:11:06 || Estimated Time: 1:47:06
2023-04-14 03:47:58,781 semantic_segmentation INFO: Iters: 28050/40000 || Lr: 0.006809 || Task Loss: 0.2975 || KD Loss: 0.0000|| Cost Time: 4:11:11 || Estimated Time: 1:47:00
2023-04-14 03:48:03,572 semantic_segmentation INFO: Iters: 28060/40000 || Lr: 0.006804 || Task Loss: 0.2133 || KD Loss: 0.0000|| Cost Time: 4:11:15 || Estimated Time: 1:46:54
2023-04-14 03:48:08,332 semantic_segmentation INFO: Iters: 28070/40000 || Lr: 0.006799 || Task Loss: 0.3081 || KD Loss: 0.0000|| Cost Time: 4:11:20 || Estimated Time: 1:46:49
2023-04-14 03:48:13,099 semantic_segmentation INFO: Iters: 28080/40000 || Lr: 0.006794 || Task Loss: 0.2187 || KD Loss: 0.0000|| Cost Time: 4:11:25 || Estimated Time: 1:46:43
2023-04-14 03:48:17,869 semantic_segmentation INFO: Iters: 28090/40000 || Lr: 0.006789 || Task Loss: 0.3238 || KD Loss: 0.0000|| Cost Time: 4:11:30 || Estimated Time: 1:46:38
2023-04-14 03:48:22,641 semantic_segmentation INFO: Iters: 28100/40000 || Lr: 0.006784 || Task Loss: 0.2687 || KD Loss: 0.0000|| Cost Time: 4:11:34 || Estimated Time: 1:46:32
2023-04-14 03:48:27,395 semantic_segmentation INFO: Iters: 28110/40000 || Lr: 0.006779 || Task Loss: 0.2528 || KD Loss: 0.0000|| Cost Time: 4:11:39 || Estimated Time: 1:46:26
2023-04-14 03:48:32,138 semantic_segmentation INFO: Iters: 28120/40000 || Lr: 0.006774 || Task Loss: 0.3568 || KD Loss: 0.0000|| Cost Time: 4:11:44 || Estimated Time: 1:46:21
2023-04-14 03:48:36,930 semantic_segmentation INFO: Iters: 28130/40000 || Lr: 0.006769 || Task Loss: 0.2037 || KD Loss: 0.0000|| Cost Time: 4:11:49 || Estimated Time: 1:46:15
2023-04-14 03:48:41,717 semantic_segmentation INFO: Iters: 28140/40000 || Lr: 0.006764 || Task Loss: 0.2920 || KD Loss: 0.0000|| Cost Time: 4:11:53 || Estimated Time: 1:46:09
2023-04-14 03:48:46,474 semantic_segmentation INFO: Iters: 28150/40000 || Lr: 0.006759 || Task Loss: 0.2213 || KD Loss: 0.0000|| Cost Time: 4:11:58 || Estimated Time: 1:46:04
2023-04-14 03:48:51,276 semantic_segmentation INFO: Iters: 28160/40000 || Lr: 0.006753 || Task Loss: 0.2927 || KD Loss: 0.0000|| Cost Time: 4:12:03 || Estimated Time: 1:45:58
2023-04-14 03:48:56,050 semantic_segmentation INFO: Iters: 28170/40000 || Lr: 0.006748 || Task Loss: 0.2208 || KD Loss: 0.0000|| Cost Time: 4:12:08 || Estimated Time: 1:45:53
2023-04-14 03:49:00,806 semantic_segmentation INFO: Iters: 28180/40000 || Lr: 0.006743 || Task Loss: 0.3184 || KD Loss: 0.0000|| Cost Time: 4:12:13 || Estimated Time: 1:45:47
2023-04-14 03:49:05,596 semantic_segmentation INFO: Iters: 28190/40000 || Lr: 0.006738 || Task Loss: 0.2784 || KD Loss: 0.0000|| Cost Time: 4:12:17 || Estimated Time: 1:45:41
2023-04-14 03:49:10,364 semantic_segmentation INFO: Iters: 28200/40000 || Lr: 0.006733 || Task Loss: 0.2960 || KD Loss: 0.0000|| Cost Time: 4:12:22 || Estimated Time: 1:45:36
2023-04-14 03:49:15,155 semantic_segmentation INFO: Iters: 28210/40000 || Lr: 0.006728 || Task Loss: 0.2147 || KD Loss: 0.0000|| Cost Time: 4:12:27 || Estimated Time: 1:45:30
2023-04-14 03:49:19,921 semantic_segmentation INFO: Iters: 28220/40000 || Lr: 0.006723 || Task Loss: 0.5763 || KD Loss: 0.0000|| Cost Time: 4:12:32 || Estimated Time: 1:45:24
2023-04-14 03:49:24,704 semantic_segmentation INFO: Iters: 28230/40000 || Lr: 0.006718 || Task Loss: 0.2778 || KD Loss: 0.0000|| Cost Time: 4:12:36 || Estimated Time: 1:45:19
2023-04-14 03:49:29,480 semantic_segmentation INFO: Iters: 28240/40000 || Lr: 0.006713 || Task Loss: 0.2393 || KD Loss: 0.0000|| Cost Time: 4:12:41 || Estimated Time: 1:45:13
2023-04-14 03:49:34,264 semantic_segmentation INFO: Iters: 28250/40000 || Lr: 0.006708 || Task Loss: 0.3568 || KD Loss: 0.0000|| Cost Time: 4:12:46 || Estimated Time: 1:45:08
2023-04-14 03:49:39,061 semantic_segmentation INFO: Iters: 28260/40000 || Lr: 0.006703 || Task Loss: 0.3145 || KD Loss: 0.0000|| Cost Time: 4:12:51 || Estimated Time: 1:45:02
2023-04-14 03:49:43,916 semantic_segmentation INFO: Iters: 28270/40000 || Lr: 0.006698 || Task Loss: 0.4563 || KD Loss: 0.0000|| Cost Time: 4:12:56 || Estimated Time: 1:44:56
2023-04-14 03:49:48,697 semantic_segmentation INFO: Iters: 28280/40000 || Lr: 0.006693 || Task Loss: 0.2015 || KD Loss: 0.0000|| Cost Time: 4:13:00 || Estimated Time: 1:44:51
2023-04-14 03:49:53,526 semantic_segmentation INFO: Iters: 28290/40000 || Lr: 0.006688 || Task Loss: 0.2892 || KD Loss: 0.0000|| Cost Time: 4:13:05 || Estimated Time: 1:44:45
2023-04-14 03:49:58,300 semantic_segmentation INFO: Iters: 28300/40000 || Lr: 0.006683 || Task Loss: 0.2644 || KD Loss: 0.0000|| Cost Time: 4:13:10 || Estimated Time: 1:44:40
2023-04-14 03:50:03,070 semantic_segmentation INFO: Iters: 28310/40000 || Lr: 0.006678 || Task Loss: 0.2731 || KD Loss: 0.0000|| Cost Time: 4:13:15 || Estimated Time: 1:44:34
2023-04-14 03:50:07,859 semantic_segmentation INFO: Iters: 28320/40000 || Lr: 0.006673 || Task Loss: 0.3312 || KD Loss: 0.0000|| Cost Time: 4:13:20 || Estimated Time: 1:44:28
2023-04-14 03:50:12,640 semantic_segmentation INFO: Iters: 28330/40000 || Lr: 0.006667 || Task Loss: 0.2105 || KD Loss: 0.0000|| Cost Time: 4:13:24 || Estimated Time: 1:44:23
2023-04-14 03:50:17,406 semantic_segmentation INFO: Iters: 28340/40000 || Lr: 0.006662 || Task Loss: 0.3111 || KD Loss: 0.0000|| Cost Time: 4:13:29 || Estimated Time: 1:44:17
2023-04-14 03:50:22,281 semantic_segmentation INFO: Iters: 28350/40000 || Lr: 0.006657 || Task Loss: 0.2149 || KD Loss: 0.0000|| Cost Time: 4:13:34 || Estimated Time: 1:44:12
2023-04-14 03:50:27,055 semantic_segmentation INFO: Iters: 28360/40000 || Lr: 0.006652 || Task Loss: 0.1930 || KD Loss: 0.0000|| Cost Time: 4:13:39 || Estimated Time: 1:44:06
2023-04-14 03:50:31,898 semantic_segmentation INFO: Iters: 28370/40000 || Lr: 0.006647 || Task Loss: 0.3065 || KD Loss: 0.0000|| Cost Time: 4:13:44 || Estimated Time: 1:44:00
2023-04-14 03:50:36,656 semantic_segmentation INFO: Iters: 28380/40000 || Lr: 0.006642 || Task Loss: 0.3551 || KD Loss: 0.0000|| Cost Time: 4:13:48 || Estimated Time: 1:43:55
2023-04-14 03:50:41,442 semantic_segmentation INFO: Iters: 28390/40000 || Lr: 0.006637 || Task Loss: 0.2634 || KD Loss: 0.0000|| Cost Time: 4:13:53 || Estimated Time: 1:43:49
2023-04-14 03:50:46,246 semantic_segmentation INFO: Iters: 28400/40000 || Lr: 0.006632 || Task Loss: 0.3181 || KD Loss: 0.0000|| Cost Time: 4:13:58 || Estimated Time: 1:43:44
2023-04-14 03:50:46,613 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:50:49,427 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.405
2023-04-14 03:50:49,533 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.483
2023-04-14 03:50:49,635 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.492
2023-04-14 03:50:49,731 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.521
2023-04-14 03:50:49,805 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.515
2023-04-14 03:50:49,878 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.518
2023-04-14 03:50:49,949 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.511
2023-04-14 03:50:50,021 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.557
2023-04-14 03:50:50,096 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.581
2023-04-14 03:50:50,170 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.623
2023-04-14 03:50:50,242 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.628
2023-04-14 03:50:50,313 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.660
2023-04-14 03:50:50,386 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.660
2023-04-14 03:50:50,458 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.656
2023-04-14 03:50:50,529 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.617
2023-04-14 03:50:50,597 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.612
2023-04-14 03:50:50,670 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.613
2023-04-14 03:50:50,740 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.618
2023-04-14 03:50:50,812 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.629
2023-04-14 03:50:50,886 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.635
2023-04-14 03:50:50,967 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.638
2023-04-14 03:50:51,048 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.664
2023-04-14 03:50:51,123 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.666
2023-04-14 03:50:51,202 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.673
2023-04-14 03:50:51,280 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.684
2023-04-14 03:50:51,357 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.687
2023-04-14 03:50:51,431 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.680
2023-04-14 03:50:51,504 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.676
2023-04-14 03:50:51,578 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.677
2023-04-14 03:50:51,654 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-14 03:50:51,727 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-14 03:50:51,806 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.688
2023-04-14 03:50:51,881 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.688
2023-04-14 03:50:51,958 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.690
2023-04-14 03:50:52,032 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.692
2023-04-14 03:50:52,104 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.692
2023-04-14 03:50:52,175 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.688
2023-04-14 03:50:52,246 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.688
2023-04-14 03:50:52,315 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.680
2023-04-14 03:50:52,391 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.681
2023-04-14 03:50:52,468 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.680
2023-04-14 03:50:52,550 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.680
2023-04-14 03:50:52,626 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.681
2023-04-14 03:50:52,704 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.682
2023-04-14 03:50:52,784 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.682
2023-04-14 03:50:52,861 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.682
2023-04-14 03:50:52,938 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.682
2023-04-14 03:50:53,011 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.681
2023-04-14 03:50:53,090 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.684
2023-04-14 03:50:53,167 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.687
2023-04-14 03:50:53,242 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.686
2023-04-14 03:50:53,319 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.698
2023-04-14 03:50:53,392 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.699
2023-04-14 03:50:53,465 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.698
2023-04-14 03:50:53,537 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.697
2023-04-14 03:50:53,610 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-14 03:50:53,680 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-14 03:50:53,752 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.706
2023-04-14 03:50:53,826 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.710
2023-04-14 03:50:53,896 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 03:50:53,972 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.709
2023-04-14 03:50:54,052 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-14 03:50:54,130 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-14 03:50:54,212 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-14 03:50:54,288 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.710
2023-04-14 03:50:54,360 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-14 03:50:54,431 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 03:50:54,502 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 03:50:54,571 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-14 03:50:54,646 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-14 03:50:54,717 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:50:54,796 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-14 03:50:54,878 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-14 03:50:54,955 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 03:50:55,031 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 03:50:55,106 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-14 03:50:55,180 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 03:50:55,255 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 03:50:55,329 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 03:50:55,410 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-14 03:50:55,485 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-14 03:50:55,557 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-14 03:50:55,635 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-14 03:50:55,706 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-14 03:50:55,778 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:50:55,851 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:50:55,925 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:50:55,996 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.698
2023-04-14 03:50:56,071 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:50:56,149 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:50:56,223 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.698
2023-04-14 03:50:56,296 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-14 03:50:56,370 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.708
2023-04-14 03:50:56,447 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-14 03:50:56,521 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-14 03:50:56,594 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-14 03:50:56,668 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-14 03:50:56,740 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-14 03:50:56,810 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.708
2023-04-14 03:50:56,886 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-14 03:50:56,959 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.941, mIoU: 0.709
2023-04-14 03:50:57,032 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:50:57,104 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:50:57,179 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:50:57,257 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:50:57,338 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.707
2023-04-14 03:50:57,419 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.707
2023-04-14 03:50:57,492 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.942, mIoU: 0.708
2023-04-14 03:50:57,568 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.942, mIoU: 0.707
2023-04-14 03:50:57,643 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.705
2023-04-14 03:50:57,719 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.705
2023-04-14 03:50:57,797 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.704
2023-04-14 03:50:57,875 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.704
2023-04-14 03:50:57,950 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.704
2023-04-14 03:50:58,022 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-14 03:50:58,098 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-14 03:50:58,174 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.941, mIoU: 0.705
2023-04-14 03:50:58,245 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.705
2023-04-14 03:50:58,316 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:50:58,389 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.701
2023-04-14 03:50:58,464 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:50:58,544 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:50:58,626 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.700
2023-04-14 03:50:58,703 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:50:58,778 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:50:58,853 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.702
2023-04-14 03:50:58,927 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 03:50:58,999 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.704
2023-04-14 03:50:59,078 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.703
2023-04-14 03:50:59,152 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.703
2023-04-14 03:50:59,231 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:50:59,305 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:50:59,379 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:50:59,463 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.941, mIoU: 0.702
2023-04-14 03:50:59,539 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:50:59,613 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:50:59,686 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.942, mIoU: 0.702
2023-04-14 03:50:59,756 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:50:59,827 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.942, mIoU: 0.703
2023-04-14 03:50:59,901 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.942, mIoU: 0.705
2023-04-14 03:50:59,975 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.942, mIoU: 0.706
2023-04-14 03:51:00,058 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.942, mIoU: 0.705
2023-04-14 03:51:00,133 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-14 03:51:00,210 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-14 03:51:00,285 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.942, mIoU: 0.704
2023-04-14 03:51:00,358 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:51:00,434 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:51:00,507 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:51:00,579 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:51:00,648 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 03:51:00,722 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:51:00,799 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:51:00,877 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:51:00,952 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:51:01,027 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:51:01,103 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:51:01,182 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:51:01,256 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:51:01,328 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:51:01,406 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.942, mIoU: 0.701
2023-04-14 03:51:01,477 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.942, mIoU: 0.700
2023-04-14 03:51:01,549 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:51:01,625 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:51:01,700 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:51:01,775 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:51:01,849 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:51:01,924 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:51:01,998 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:51:02,073 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.942, mIoU: 0.697
2023-04-14 03:51:02,149 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:51:02,223 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:51:02,296 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:51:02,369 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:51:02,453 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.943, mIoU: 0.698
2023-04-14 03:51:02,529 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:51:02,602 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:51:02,676 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.943, mIoU: 0.697
2023-04-14 03:51:02,747 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-14 03:51:02,822 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-14 03:51:02,895 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-14 03:51:02,969 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:51:03,041 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.943, mIoU: 0.696
2023-04-14 03:51:03,116 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:51:03,191 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:51:03,270 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:51:03,345 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:51:03,419 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:51:03,491 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.943, mIoU: 0.695
2023-04-14 03:51:03,566 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.944, mIoU: 0.695
2023-04-14 03:51:03,638 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:51:03,715 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:51:03,787 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.944, mIoU: 0.696
2023-04-14 03:51:03,859 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:51:03,928 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-14 03:51:04,001 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-14 03:51:04,077 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:51:04,154 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:51:04,234 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:51:04,310 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:51:04,385 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:51:04,462 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-14 03:51:04,536 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-14 03:51:04,612 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-14 03:51:04,683 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-14 03:51:04,756 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-14 03:51:04,832 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-14 03:51:04,911 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-14 03:51:04,987 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.944, mIoU: 0.699
2023-04-14 03:51:05,064 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.945, mIoU: 0.699
2023-04-14 03:51:05,136 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-14 03:51:05,210 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.945, mIoU: 0.699
2023-04-14 03:51:05,285 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-14 03:51:05,357 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-14 03:51:05,433 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-14 03:51:05,509 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-14 03:51:05,584 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-14 03:51:05,661 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-14 03:51:05,737 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-14 03:51:05,813 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-14 03:51:05,884 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-14 03:51:05,953 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-14 03:51:06,021 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-14 03:51:06,089 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-14 03:51:06,156 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-14 03:51:06,227 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.946, mIoU: 0.695
2023-04-14 03:51:06,293 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.946, mIoU: 0.695
2023-04-14 03:51:06,357 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.946, mIoU: 0.696
2023-04-14 03:51:06,421 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.946, mIoU: 0.696
2023-04-14 03:51:06,484 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-14 03:51:06,547 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-14 03:51:06,609 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:06,670 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:06,733 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:06,796 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:06,862 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:06,930 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-14 03:51:06,997 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:07,066 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:07,136 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.945, mIoU: 0.690
2023-04-14 03:51:07,206 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:07,275 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:07,344 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:07,411 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.945, mIoU: 0.691
2023-04-14 03:51:07,479 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-14 03:51:07,549 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.945, mIoU: 0.692
2023-04-14 03:51:07,618 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-14 03:51:07,687 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.945, mIoU: 0.693
2023-04-14 03:51:07,754 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.945, mIoU: 0.693
2023-04-14 03:51:07,824 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.945, mIoU: 0.693
2023-04-14 03:51:07,894 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.945, mIoU: 0.693
2023-04-14 03:51:08,643 semantic_segmentation INFO: Overall validation pixAcc: 94.784, mIoU: 70.108
2023-04-14 03:51:13,665 semantic_segmentation INFO: Iters: 28410/40000 || Lr: 0.006627 || Task Loss: 0.3039 || KD Loss: 0.0000|| Cost Time: 4:14:25 || Estimated Time: 1:43:47
2023-04-14 03:51:18,429 semantic_segmentation INFO: Iters: 28420/40000 || Lr: 0.006622 || Task Loss: 0.2460 || KD Loss: 0.0000|| Cost Time: 4:14:30 || Estimated Time: 1:43:42
2023-04-14 03:51:23,191 semantic_segmentation INFO: Iters: 28430/40000 || Lr: 0.006617 || Task Loss: 0.2559 || KD Loss: 0.0000|| Cost Time: 4:14:35 || Estimated Time: 1:43:36
2023-04-14 03:51:27,993 semantic_segmentation INFO: Iters: 28440/40000 || Lr: 0.006612 || Task Loss: 0.2781 || KD Loss: 0.0000|| Cost Time: 4:14:40 || Estimated Time: 1:43:30
2023-04-14 03:51:32,768 semantic_segmentation INFO: Iters: 28450/40000 || Lr: 0.006607 || Task Loss: 0.1978 || KD Loss: 0.0000|| Cost Time: 4:14:45 || Estimated Time: 1:43:25
2023-04-14 03:51:37,566 semantic_segmentation INFO: Iters: 28460/40000 || Lr: 0.006602 || Task Loss: 0.2030 || KD Loss: 0.0000|| Cost Time: 4:14:49 || Estimated Time: 1:43:19
2023-04-14 03:51:42,343 semantic_segmentation INFO: Iters: 28470/40000 || Lr: 0.006596 || Task Loss: 0.3881 || KD Loss: 0.0000|| Cost Time: 4:14:54 || Estimated Time: 1:43:14
2023-04-14 03:51:47,114 semantic_segmentation INFO: Iters: 28480/40000 || Lr: 0.006591 || Task Loss: 0.2559 || KD Loss: 0.0000|| Cost Time: 4:14:59 || Estimated Time: 1:43:08
2023-04-14 03:51:51,870 semantic_segmentation INFO: Iters: 28490/40000 || Lr: 0.006586 || Task Loss: 0.3143 || KD Loss: 0.0000|| Cost Time: 4:15:04 || Estimated Time: 1:43:02
2023-04-14 03:51:56,627 semantic_segmentation INFO: Iters: 28500/40000 || Lr: 0.006581 || Task Loss: 0.2659 || KD Loss: 0.0000|| Cost Time: 4:15:08 || Estimated Time: 1:42:57
2023-04-14 03:52:01,385 semantic_segmentation INFO: Iters: 28510/40000 || Lr: 0.006576 || Task Loss: 0.3581 || KD Loss: 0.0000|| Cost Time: 4:15:13 || Estimated Time: 1:42:51
2023-04-14 03:52:06,152 semantic_segmentation INFO: Iters: 28520/40000 || Lr: 0.006571 || Task Loss: 0.2419 || KD Loss: 0.0000|| Cost Time: 4:15:18 || Estimated Time: 1:42:45
2023-04-14 03:52:10,928 semantic_segmentation INFO: Iters: 28530/40000 || Lr: 0.006566 || Task Loss: 0.1899 || KD Loss: 0.0000|| Cost Time: 4:15:23 || Estimated Time: 1:42:40
2023-04-14 03:52:15,713 semantic_segmentation INFO: Iters: 28540/40000 || Lr: 0.006561 || Task Loss: 0.2226 || KD Loss: 0.0000|| Cost Time: 4:15:27 || Estimated Time: 1:42:34
2023-04-14 03:52:20,486 semantic_segmentation INFO: Iters: 28550/40000 || Lr: 0.006556 || Task Loss: 0.2411 || KD Loss: 0.0000|| Cost Time: 4:15:32 || Estimated Time: 1:42:29
2023-04-14 03:52:25,260 semantic_segmentation INFO: Iters: 28560/40000 || Lr: 0.006551 || Task Loss: 0.2260 || KD Loss: 0.0000|| Cost Time: 4:15:37 || Estimated Time: 1:42:23
2023-04-14 03:52:30,061 semantic_segmentation INFO: Iters: 28570/40000 || Lr: 0.006546 || Task Loss: 0.2456 || KD Loss: 0.0000|| Cost Time: 4:15:42 || Estimated Time: 1:42:17
2023-04-14 03:52:34,826 semantic_segmentation INFO: Iters: 28580/40000 || Lr: 0.006541 || Task Loss: 0.2155 || KD Loss: 0.0000|| Cost Time: 4:15:47 || Estimated Time: 1:42:12
2023-04-14 03:52:39,597 semantic_segmentation INFO: Iters: 28590/40000 || Lr: 0.006536 || Task Loss: 0.2276 || KD Loss: 0.0000|| Cost Time: 4:15:51 || Estimated Time: 1:42:06
2023-04-14 03:52:44,389 semantic_segmentation INFO: Iters: 28600/40000 || Lr: 0.006531 || Task Loss: 0.2193 || KD Loss: 0.0000|| Cost Time: 4:15:56 || Estimated Time: 1:42:01
2023-04-14 03:52:49,174 semantic_segmentation INFO: Iters: 28610/40000 || Lr: 0.006525 || Task Loss: 0.1800 || KD Loss: 0.0000|| Cost Time: 4:16:01 || Estimated Time: 1:41:55
2023-04-14 03:52:53,962 semantic_segmentation INFO: Iters: 28620/40000 || Lr: 0.006520 || Task Loss: 0.2176 || KD Loss: 0.0000|| Cost Time: 4:16:06 || Estimated Time: 1:41:49
2023-04-14 03:52:58,714 semantic_segmentation INFO: Iters: 28630/40000 || Lr: 0.006515 || Task Loss: 0.2483 || KD Loss: 0.0000|| Cost Time: 4:16:10 || Estimated Time: 1:41:44
2023-04-14 03:53:03,493 semantic_segmentation INFO: Iters: 28640/40000 || Lr: 0.006510 || Task Loss: 0.2430 || KD Loss: 0.0000|| Cost Time: 4:16:15 || Estimated Time: 1:41:38
2023-04-14 03:53:08,290 semantic_segmentation INFO: Iters: 28650/40000 || Lr: 0.006505 || Task Loss: 0.2317 || KD Loss: 0.0000|| Cost Time: 4:16:20 || Estimated Time: 1:41:33
2023-04-14 03:53:13,054 semantic_segmentation INFO: Iters: 28660/40000 || Lr: 0.006500 || Task Loss: 0.2718 || KD Loss: 0.0000|| Cost Time: 4:16:25 || Estimated Time: 1:41:27
2023-04-14 03:53:17,859 semantic_segmentation INFO: Iters: 28670/40000 || Lr: 0.006495 || Task Loss: 0.2958 || KD Loss: 0.0000|| Cost Time: 4:16:30 || Estimated Time: 1:41:21
2023-04-14 03:53:22,644 semantic_segmentation INFO: Iters: 28680/40000 || Lr: 0.006490 || Task Loss: 0.2159 || KD Loss: 0.0000|| Cost Time: 4:16:34 || Estimated Time: 1:41:16
2023-04-14 03:53:27,408 semantic_segmentation INFO: Iters: 28690/40000 || Lr: 0.006485 || Task Loss: 0.2917 || KD Loss: 0.0000|| Cost Time: 4:16:39 || Estimated Time: 1:41:10
2023-04-14 03:53:32,234 semantic_segmentation INFO: Iters: 28700/40000 || Lr: 0.006480 || Task Loss: 0.3137 || KD Loss: 0.0000|| Cost Time: 4:16:44 || Estimated Time: 1:41:05
2023-04-14 03:53:37,011 semantic_segmentation INFO: Iters: 28710/40000 || Lr: 0.006475 || Task Loss: 0.2514 || KD Loss: 0.0000|| Cost Time: 4:16:49 || Estimated Time: 1:40:59
2023-04-14 03:53:41,797 semantic_segmentation INFO: Iters: 28720/40000 || Lr: 0.006470 || Task Loss: 0.2510 || KD Loss: 0.0000|| Cost Time: 4:16:54 || Estimated Time: 1:40:53
2023-04-14 03:53:46,564 semantic_segmentation INFO: Iters: 28730/40000 || Lr: 0.006465 || Task Loss: 0.2775 || KD Loss: 0.0000|| Cost Time: 4:16:58 || Estimated Time: 1:40:48
2023-04-14 03:53:51,348 semantic_segmentation INFO: Iters: 28740/40000 || Lr: 0.006459 || Task Loss: 0.2232 || KD Loss: 0.0000|| Cost Time: 4:17:03 || Estimated Time: 1:40:42
2023-04-14 03:53:56,110 semantic_segmentation INFO: Iters: 28750/40000 || Lr: 0.006454 || Task Loss: 0.2611 || KD Loss: 0.0000|| Cost Time: 4:17:08 || Estimated Time: 1:40:37
2023-04-14 03:54:00,903 semantic_segmentation INFO: Iters: 28760/40000 || Lr: 0.006449 || Task Loss: 0.2243 || KD Loss: 0.0000|| Cost Time: 4:17:13 || Estimated Time: 1:40:31
2023-04-14 03:54:05,704 semantic_segmentation INFO: Iters: 28770/40000 || Lr: 0.006444 || Task Loss: 0.2443 || KD Loss: 0.0000|| Cost Time: 4:17:17 || Estimated Time: 1:40:25
2023-04-14 03:54:10,456 semantic_segmentation INFO: Iters: 28780/40000 || Lr: 0.006439 || Task Loss: 0.2896 || KD Loss: 0.0000|| Cost Time: 4:17:22 || Estimated Time: 1:40:20
2023-04-14 03:54:15,241 semantic_segmentation INFO: Iters: 28790/40000 || Lr: 0.006434 || Task Loss: 0.3212 || KD Loss: 0.0000|| Cost Time: 4:17:27 || Estimated Time: 1:40:14
2023-04-14 03:54:20,041 semantic_segmentation INFO: Iters: 28800/40000 || Lr: 0.006429 || Task Loss: 0.1936 || KD Loss: 0.0000|| Cost Time: 4:17:32 || Estimated Time: 1:40:09
2023-04-14 03:54:20,379 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:54:23,213 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.405
2023-04-14 03:54:23,323 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.467
2023-04-14 03:54:23,408 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.486
2023-04-14 03:54:23,483 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.518
2023-04-14 03:54:23,564 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.509
2023-04-14 03:54:23,646 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.510
2023-04-14 03:54:23,719 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.542
2023-04-14 03:54:23,790 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.579
2023-04-14 03:54:23,860 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.622
2023-04-14 03:54:23,935 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.665
2023-04-14 03:54:24,012 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.680
2023-04-14 03:54:24,081 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.675
2023-04-14 03:54:24,156 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.687
2023-04-14 03:54:24,231 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.687
2023-04-14 03:54:24,306 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.689
2023-04-14 03:54:24,382 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.684
2023-04-14 03:54:24,457 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.686
2023-04-14 03:54:24,528 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.687
2023-04-14 03:54:24,601 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.696
2023-04-14 03:54:24,679 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.701
2023-04-14 03:54:24,748 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.699
2023-04-14 03:54:24,819 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.697
2023-04-14 03:54:24,890 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.695
2023-04-14 03:54:24,959 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.702
2023-04-14 03:54:25,033 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-14 03:54:25,102 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-14 03:54:25,178 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.690
2023-04-14 03:54:25,250 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-14 03:54:25,326 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.687
2023-04-14 03:54:25,402 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 03:54:25,478 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.688
2023-04-14 03:54:25,551 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.686
2023-04-14 03:54:25,625 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:54:25,697 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.689
2023-04-14 03:54:25,768 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-14 03:54:25,841 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.690
2023-04-14 03:54:25,916 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.686
2023-04-14 03:54:25,987 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.685
2023-04-14 03:54:26,056 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.679
2023-04-14 03:54:26,126 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.680
2023-04-14 03:54:26,202 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.682
2023-04-14 03:54:26,282 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.681
2023-04-14 03:54:26,356 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.682
2023-04-14 03:54:26,431 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.684
2023-04-14 03:54:26,506 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.683
2023-04-14 03:54:26,578 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.683
2023-04-14 03:54:26,653 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.683
2023-04-14 03:54:26,725 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.682
2023-04-14 03:54:26,795 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.685
2023-04-14 03:54:26,867 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.688
2023-04-14 03:54:26,939 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.688
2023-04-14 03:54:27,010 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.694
2023-04-14 03:54:27,080 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-14 03:54:27,154 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.697
2023-04-14 03:54:27,237 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.697
2023-04-14 03:54:27,316 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:54:27,391 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.701
2023-04-14 03:54:27,466 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-14 03:54:27,541 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-14 03:54:27,616 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-14 03:54:27,695 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-14 03:54:27,771 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 03:54:27,845 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 03:54:27,920 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 03:54:27,995 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 03:54:28,070 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-14 03:54:28,144 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-14 03:54:28,215 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-14 03:54:28,284 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-14 03:54:28,357 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-14 03:54:28,431 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 03:54:28,499 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 03:54:28,574 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 03:54:28,646 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 03:54:28,714 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.717
2023-04-14 03:54:28,788 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.717
2023-04-14 03:54:28,866 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 03:54:28,943 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 03:54:29,017 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 03:54:29,091 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:29,166 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 03:54:29,241 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:29,314 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:29,386 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 03:54:29,458 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-14 03:54:29,528 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-14 03:54:29,602 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.713
2023-04-14 03:54:29,675 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-14 03:54:29,747 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-14 03:54:29,821 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.712
2023-04-14 03:54:29,899 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-14 03:54:29,978 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.723
2023-04-14 03:54:30,050 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.722
2023-04-14 03:54:30,125 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.723
2023-04-14 03:54:30,201 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-14 03:54:30,274 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-14 03:54:30,347 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.723
2023-04-14 03:54:30,419 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.722
2023-04-14 03:54:30,491 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:30,566 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.722
2023-04-14 03:54:30,640 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.721
2023-04-14 03:54:30,714 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-14 03:54:30,787 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-14 03:54:30,863 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-14 03:54:30,943 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-14 03:54:31,020 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-14 03:54:31,094 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-14 03:54:31,167 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-14 03:54:31,239 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-14 03:54:31,314 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-14 03:54:31,389 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.719
2023-04-14 03:54:31,463 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.718
2023-04-14 03:54:31,537 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.940, mIoU: 0.718
2023-04-14 03:54:31,611 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-14 03:54:31,685 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-14 03:54:31,760 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.717
2023-04-14 03:54:31,835 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-14 03:54:31,910 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.720
2023-04-14 03:54:31,983 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.720
2023-04-14 03:54:32,061 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-14 03:54:32,139 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-14 03:54:32,212 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-14 03:54:32,289 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.719
2023-04-14 03:54:32,368 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.720
2023-04-14 03:54:32,442 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.720
2023-04-14 03:54:32,518 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.720
2023-04-14 03:54:32,592 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.722
2023-04-14 03:54:32,663 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.722
2023-04-14 03:54:32,733 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.721
2023-04-14 03:54:32,803 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.721
2023-04-14 03:54:32,874 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.721
2023-04-14 03:54:32,948 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.721
2023-04-14 03:54:33,020 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.720
2023-04-14 03:54:33,096 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.720
2023-04-14 03:54:33,176 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.720
2023-04-14 03:54:33,258 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:33,334 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-14 03:54:33,407 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-14 03:54:33,482 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:33,556 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.941, mIoU: 0.722
2023-04-14 03:54:33,627 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.941, mIoU: 0.723
2023-04-14 03:54:33,700 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.941, mIoU: 0.722
2023-04-14 03:54:33,776 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:33,852 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:33,927 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-14 03:54:34,005 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:34,080 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:34,155 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:34,232 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-14 03:54:34,302 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.941, mIoU: 0.719
2023-04-14 03:54:34,372 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-14 03:54:34,443 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-14 03:54:34,513 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-14 03:54:34,585 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-14 03:54:34,657 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:34,732 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:34,807 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:34,887 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:34,963 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:35,042 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.941, mIoU: 0.721
2023-04-14 03:54:35,115 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.941, mIoU: 0.720
2023-04-14 03:54:35,186 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.941, mIoU: 0.718
2023-04-14 03:54:35,259 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-14 03:54:35,332 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-14 03:54:35,403 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-14 03:54:35,476 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-14 03:54:35,551 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-14 03:54:35,629 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-14 03:54:35,705 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.941, mIoU: 0.717
2023-04-14 03:54:35,782 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-14 03:54:35,864 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-14 03:54:35,939 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-14 03:54:36,012 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-14 03:54:36,084 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-14 03:54:36,156 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-14 03:54:36,226 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-14 03:54:36,298 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.942, mIoU: 0.717
2023-04-14 03:54:36,371 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.942, mIoU: 0.716
2023-04-14 03:54:36,448 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.942, mIoU: 0.716
2023-04-14 03:54:36,523 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.942, mIoU: 0.716
2023-04-14 03:54:36,598 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.942, mIoU: 0.716
2023-04-14 03:54:36,678 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.942, mIoU: 0.716
2023-04-14 03:54:36,753 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.942, mIoU: 0.716
2023-04-14 03:54:36,822 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 03:54:36,893 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 03:54:36,963 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 03:54:37,033 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 03:54:37,104 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 03:54:37,177 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 03:54:37,249 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 03:54:37,323 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 03:54:37,394 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 03:54:37,470 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 03:54:37,545 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 03:54:37,617 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 03:54:37,691 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 03:54:37,766 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 03:54:37,844 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 03:54:37,923 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.943, mIoU: 0.717
2023-04-14 03:54:37,994 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 03:54:38,067 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 03:54:38,143 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:38,219 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:38,294 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:38,371 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:38,447 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:38,521 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:38,598 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:38,673 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 03:54:38,746 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 03:54:38,820 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 03:54:38,898 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 03:54:38,976 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 03:54:39,051 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 03:54:39,129 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 03:54:39,207 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 03:54:39,279 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 03:54:39,352 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 03:54:39,423 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 03:54:39,490 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 03:54:39,556 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-14 03:54:39,624 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-14 03:54:39,691 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-14 03:54:39,756 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-14 03:54:39,821 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-14 03:54:39,886 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-14 03:54:39,950 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-14 03:54:40,014 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-14 03:54:40,079 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-14 03:54:40,142 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:40,206 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:40,269 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:40,336 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:40,403 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-14 03:54:40,474 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-14 03:54:40,547 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:40,618 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:40,689 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:40,758 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.944, mIoU: 0.706
2023-04-14 03:54:40,828 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:40,898 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:40,968 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:41,036 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.944, mIoU: 0.707
2023-04-14 03:54:41,106 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-14 03:54:41,174 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-14 03:54:41,242 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-14 03:54:41,308 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-14 03:54:41,372 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-14 03:54:41,438 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-14 03:54:41,505 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.944, mIoU: 0.708
2023-04-14 03:54:42,307 semantic_segmentation INFO: Overall validation pixAcc: 94.946, mIoU: 70.913
2023-04-14 03:54:47,252 semantic_segmentation INFO: Iters: 28810/40000 || Lr: 0.006424 || Task Loss: 0.2876 || KD Loss: 0.0000|| Cost Time: 4:17:59 || Estimated Time: 1:40:12
2023-04-14 03:54:51,959 semantic_segmentation INFO: Iters: 28820/40000 || Lr: 0.006419 || Task Loss: 0.4045 || KD Loss: 0.0000|| Cost Time: 4:18:04 || Estimated Time: 1:40:06
2023-04-14 03:54:56,686 semantic_segmentation INFO: Iters: 28830/40000 || Lr: 0.006414 || Task Loss: 0.2089 || KD Loss: 0.0000|| Cost Time: 4:18:08 || Estimated Time: 1:40:00
2023-04-14 03:55:01,450 semantic_segmentation INFO: Iters: 28840/40000 || Lr: 0.006409 || Task Loss: 0.2416 || KD Loss: 0.0000|| Cost Time: 4:18:13 || Estimated Time: 1:39:55
2023-04-14 03:55:06,168 semantic_segmentation INFO: Iters: 28850/40000 || Lr: 0.006403 || Task Loss: 0.2664 || KD Loss: 0.0000|| Cost Time: 4:18:18 || Estimated Time: 1:39:49
2023-04-14 03:55:10,939 semantic_segmentation INFO: Iters: 28860/40000 || Lr: 0.006398 || Task Loss: 0.3540 || KD Loss: 0.0000|| Cost Time: 4:18:23 || Estimated Time: 1:39:44
2023-04-14 03:55:15,709 semantic_segmentation INFO: Iters: 28870/40000 || Lr: 0.006393 || Task Loss: 0.2615 || KD Loss: 0.0000|| Cost Time: 4:18:27 || Estimated Time: 1:39:38
2023-04-14 03:55:20,399 semantic_segmentation INFO: Iters: 28880/40000 || Lr: 0.006388 || Task Loss: 0.3032 || KD Loss: 0.0000|| Cost Time: 4:18:32 || Estimated Time: 1:39:32
2023-04-14 03:55:25,141 semantic_segmentation INFO: Iters: 28890/40000 || Lr: 0.006383 || Task Loss: 0.2981 || KD Loss: 0.0000|| Cost Time: 4:18:37 || Estimated Time: 1:39:27
2023-04-14 03:55:29,861 semantic_segmentation INFO: Iters: 28900/40000 || Lr: 0.006378 || Task Loss: 0.2908 || KD Loss: 0.0000|| Cost Time: 4:18:42 || Estimated Time: 1:39:21
2023-04-14 03:55:34,646 semantic_segmentation INFO: Iters: 28910/40000 || Lr: 0.006373 || Task Loss: 0.2314 || KD Loss: 0.0000|| Cost Time: 4:18:46 || Estimated Time: 1:39:16
2023-04-14 03:55:39,423 semantic_segmentation INFO: Iters: 28920/40000 || Lr: 0.006368 || Task Loss: 0.2453 || KD Loss: 0.0000|| Cost Time: 4:18:51 || Estimated Time: 1:39:10
2023-04-14 03:55:44,210 semantic_segmentation INFO: Iters: 28930/40000 || Lr: 0.006363 || Task Loss: 0.1863 || KD Loss: 0.0000|| Cost Time: 4:18:56 || Estimated Time: 1:39:04
2023-04-14 03:55:48,978 semantic_segmentation INFO: Iters: 28940/40000 || Lr: 0.006358 || Task Loss: 0.2834 || KD Loss: 0.0000|| Cost Time: 4:19:01 || Estimated Time: 1:38:59
2023-04-14 03:55:53,757 semantic_segmentation INFO: Iters: 28950/40000 || Lr: 0.006353 || Task Loss: 0.1803 || KD Loss: 0.0000|| Cost Time: 4:19:06 || Estimated Time: 1:38:53
2023-04-14 03:55:58,537 semantic_segmentation INFO: Iters: 28960/40000 || Lr: 0.006348 || Task Loss: 0.2799 || KD Loss: 0.0000|| Cost Time: 4:19:10 || Estimated Time: 1:38:48
2023-04-14 03:56:03,302 semantic_segmentation INFO: Iters: 28970/40000 || Lr: 0.006342 || Task Loss: 0.3623 || KD Loss: 0.0000|| Cost Time: 4:19:15 || Estimated Time: 1:38:42
2023-04-14 03:56:08,077 semantic_segmentation INFO: Iters: 28980/40000 || Lr: 0.006337 || Task Loss: 0.2076 || KD Loss: 0.0000|| Cost Time: 4:19:20 || Estimated Time: 1:38:36
2023-04-14 03:56:12,890 semantic_segmentation INFO: Iters: 28990/40000 || Lr: 0.006332 || Task Loss: 0.2567 || KD Loss: 0.0000|| Cost Time: 4:19:25 || Estimated Time: 1:38:31
2023-04-14 03:56:17,638 semantic_segmentation INFO: Iters: 29000/40000 || Lr: 0.006327 || Task Loss: 0.1908 || KD Loss: 0.0000|| Cost Time: 4:19:29 || Estimated Time: 1:38:25
2023-04-14 03:56:22,426 semantic_segmentation INFO: Iters: 29010/40000 || Lr: 0.006322 || Task Loss: 0.2804 || KD Loss: 0.0000|| Cost Time: 4:19:34 || Estimated Time: 1:38:20
2023-04-14 03:56:27,220 semantic_segmentation INFO: Iters: 29020/40000 || Lr: 0.006317 || Task Loss: 0.2376 || KD Loss: 0.0000|| Cost Time: 4:19:39 || Estimated Time: 1:38:14
2023-04-14 03:56:31,981 semantic_segmentation INFO: Iters: 29030/40000 || Lr: 0.006312 || Task Loss: 0.3277 || KD Loss: 0.0000|| Cost Time: 4:19:44 || Estimated Time: 1:38:08
2023-04-14 03:56:36,773 semantic_segmentation INFO: Iters: 29040/40000 || Lr: 0.006307 || Task Loss: 0.2568 || KD Loss: 0.0000|| Cost Time: 4:19:49 || Estimated Time: 1:38:03
2023-04-14 03:56:41,540 semantic_segmentation INFO: Iters: 29050/40000 || Lr: 0.006302 || Task Loss: 0.2842 || KD Loss: 0.0000|| Cost Time: 4:19:53 || Estimated Time: 1:37:57
2023-04-14 03:56:46,311 semantic_segmentation INFO: Iters: 29060/40000 || Lr: 0.006297 || Task Loss: 0.1820 || KD Loss: 0.0000|| Cost Time: 4:19:58 || Estimated Time: 1:37:52
2023-04-14 03:56:51,102 semantic_segmentation INFO: Iters: 29070/40000 || Lr: 0.006291 || Task Loss: 0.2697 || KD Loss: 0.0000|| Cost Time: 4:20:03 || Estimated Time: 1:37:46
2023-04-14 03:56:55,876 semantic_segmentation INFO: Iters: 29080/40000 || Lr: 0.006286 || Task Loss: 0.2189 || KD Loss: 0.0000|| Cost Time: 4:20:08 || Estimated Time: 1:37:40
2023-04-14 03:57:00,643 semantic_segmentation INFO: Iters: 29090/40000 || Lr: 0.006281 || Task Loss: 0.4289 || KD Loss: 0.0000|| Cost Time: 4:20:12 || Estimated Time: 1:37:35
2023-04-14 03:57:05,438 semantic_segmentation INFO: Iters: 29100/40000 || Lr: 0.006276 || Task Loss: 0.2445 || KD Loss: 0.0000|| Cost Time: 4:20:17 || Estimated Time: 1:37:29
2023-04-14 03:57:10,204 semantic_segmentation INFO: Iters: 29110/40000 || Lr: 0.006271 || Task Loss: 0.1746 || KD Loss: 0.0000|| Cost Time: 4:20:22 || Estimated Time: 1:37:24
2023-04-14 03:57:14,983 semantic_segmentation INFO: Iters: 29120/40000 || Lr: 0.006266 || Task Loss: 0.2804 || KD Loss: 0.0000|| Cost Time: 4:20:27 || Estimated Time: 1:37:18
2023-04-14 03:57:19,781 semantic_segmentation INFO: Iters: 29130/40000 || Lr: 0.006261 || Task Loss: 0.1771 || KD Loss: 0.0000|| Cost Time: 4:20:32 || Estimated Time: 1:37:13
2023-04-14 03:57:24,549 semantic_segmentation INFO: Iters: 29140/40000 || Lr: 0.006256 || Task Loss: 0.2131 || KD Loss: 0.0000|| Cost Time: 4:20:36 || Estimated Time: 1:37:07
2023-04-14 03:57:29,319 semantic_segmentation INFO: Iters: 29150/40000 || Lr: 0.006251 || Task Loss: 0.1949 || KD Loss: 0.0000|| Cost Time: 4:20:41 || Estimated Time: 1:37:01
2023-04-14 03:57:34,094 semantic_segmentation INFO: Iters: 29160/40000 || Lr: 0.006246 || Task Loss: 0.3476 || KD Loss: 0.0000|| Cost Time: 4:20:46 || Estimated Time: 1:36:56
2023-04-14 03:57:38,881 semantic_segmentation INFO: Iters: 29170/40000 || Lr: 0.006240 || Task Loss: 0.3772 || KD Loss: 0.0000|| Cost Time: 4:20:51 || Estimated Time: 1:36:50
2023-04-14 03:57:43,662 semantic_segmentation INFO: Iters: 29180/40000 || Lr: 0.006235 || Task Loss: 0.2755 || KD Loss: 0.0000|| Cost Time: 4:20:55 || Estimated Time: 1:36:45
2023-04-14 03:57:48,447 semantic_segmentation INFO: Iters: 29190/40000 || Lr: 0.006230 || Task Loss: 0.1731 || KD Loss: 0.0000|| Cost Time: 4:21:00 || Estimated Time: 1:36:39
2023-04-14 03:57:53,211 semantic_segmentation INFO: Iters: 29200/40000 || Lr: 0.006225 || Task Loss: 0.2567 || KD Loss: 0.0000|| Cost Time: 4:21:05 || Estimated Time: 1:36:33
2023-04-14 03:57:53,533 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 03:57:56,018 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.409
2023-04-14 03:57:56,170 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.477
2023-04-14 03:57:56,332 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.491
2023-04-14 03:57:56,421 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.514
2023-04-14 03:57:56,525 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.507
2023-04-14 03:57:56,624 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.511
2023-04-14 03:57:56,710 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.537
2023-04-14 03:57:56,794 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.571
2023-04-14 03:57:56,866 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.573
2023-04-14 03:57:56,938 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.602
2023-04-14 03:57:57,008 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.612
2023-04-14 03:57:57,081 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.637
2023-04-14 03:57:57,154 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.649
2023-04-14 03:57:57,226 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.662
2023-04-14 03:57:57,313 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.665
2023-04-14 03:57:57,390 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.657
2023-04-14 03:57:57,461 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.660
2023-04-14 03:57:57,534 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.659
2023-04-14 03:57:57,606 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.665
2023-04-14 03:57:57,679 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.672
2023-04-14 03:57:57,754 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.673
2023-04-14 03:57:57,826 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.656
2023-04-14 03:57:57,904 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.657
2023-04-14 03:57:57,979 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.665
2023-04-14 03:57:58,054 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.674
2023-04-14 03:57:58,129 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.676
2023-04-14 03:57:58,202 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.664
2023-04-14 03:57:58,273 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.659
2023-04-14 03:57:58,343 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.665
2023-04-14 03:57:58,414 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.671
2023-04-14 03:57:58,489 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.670
2023-04-14 03:57:58,560 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.669
2023-04-14 03:57:58,634 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.671
2023-04-14 03:57:58,704 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.667
2023-04-14 03:57:58,775 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.670
2023-04-14 03:57:58,847 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.669
2023-04-14 03:57:58,921 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.666
2023-04-14 03:57:58,999 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.664
2023-04-14 03:57:59,077 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.658
2023-04-14 03:57:59,155 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.659
2023-04-14 03:57:59,229 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.662
2023-04-14 03:57:59,304 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.661
2023-04-14 03:57:59,375 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.663
2023-04-14 03:57:59,446 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.664
2023-04-14 03:57:59,516 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.663
2023-04-14 03:57:59,590 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.663
2023-04-14 03:57:59,665 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.664
2023-04-14 03:57:59,741 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.663
2023-04-14 03:57:59,823 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.667
2023-04-14 03:57:59,909 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.670
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2023-04-14 03:58:00,062 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.677
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2023-04-14 03:58:00,213 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.679
2023-04-14 03:58:00,290 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.678
2023-04-14 03:58:00,363 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.681
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2023-04-14 03:58:00,591 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.692
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2023-04-14 03:58:00,745 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.693
2023-04-14 03:58:00,816 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.694
2023-04-14 03:58:00,889 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.692
2023-04-14 03:58:00,971 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.697
2023-04-14 03:58:01,052 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.699
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2023-04-14 03:58:01,209 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.699
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2023-04-14 03:58:01,360 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.698
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2023-04-14 03:58:02,237 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.695
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2023-04-14 03:58:02,517 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.687
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2023-04-14 03:58:02,979 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 03:58:03,052 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.710
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2023-04-14 03:58:03,269 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.710
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2023-04-14 03:58:05,140 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.709
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2023-04-14 03:58:05,581 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.705
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2023-04-14 03:58:07,229 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.942, mIoU: 0.706
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2023-04-14 03:58:07,691 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.942, mIoU: 0.706
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2023-04-14 03:58:09,256 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.943, mIoU: 0.703
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2023-04-14 03:58:14,288 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-14 03:58:14,358 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.945, mIoU: 0.703
2023-04-14 03:58:14,426 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 03:58:14,492 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 03:58:14,559 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 03:58:14,626 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 03:58:15,547 semantic_segmentation INFO: Overall validation pixAcc: 95.093, mIoU: 70.440
2023-04-14 03:58:20,457 semantic_segmentation INFO: Iters: 29210/40000 || Lr: 0.006220 || Task Loss: 0.2750 || KD Loss: 0.0000|| Cost Time: 4:21:32 || Estimated Time: 1:36:36
2023-04-14 03:58:25,186 semantic_segmentation INFO: Iters: 29220/40000 || Lr: 0.006215 || Task Loss: 0.2275 || KD Loss: 0.0000|| Cost Time: 4:21:37 || Estimated Time: 1:36:31
2023-04-14 03:58:29,945 semantic_segmentation INFO: Iters: 29230/40000 || Lr: 0.006210 || Task Loss: 0.2501 || KD Loss: 0.0000|| Cost Time: 4:21:42 || Estimated Time: 1:36:25
2023-04-14 03:58:34,706 semantic_segmentation INFO: Iters: 29240/40000 || Lr: 0.006205 || Task Loss: 0.3068 || KD Loss: 0.0000|| Cost Time: 4:21:46 || Estimated Time: 1:36:19
2023-04-14 03:58:39,456 semantic_segmentation INFO: Iters: 29250/40000 || Lr: 0.006200 || Task Loss: 0.2308 || KD Loss: 0.0000|| Cost Time: 4:21:51 || Estimated Time: 1:36:14
2023-04-14 03:58:44,173 semantic_segmentation INFO: Iters: 29260/40000 || Lr: 0.006195 || Task Loss: 0.2214 || KD Loss: 0.0000|| Cost Time: 4:21:56 || Estimated Time: 1:36:08
2023-04-14 03:58:48,959 semantic_segmentation INFO: Iters: 29270/40000 || Lr: 0.006189 || Task Loss: 0.1894 || KD Loss: 0.0000|| Cost Time: 4:22:01 || Estimated Time: 1:36:03
2023-04-14 03:58:53,694 semantic_segmentation INFO: Iters: 29280/40000 || Lr: 0.006184 || Task Loss: 0.2260 || KD Loss: 0.0000|| Cost Time: 4:22:05 || Estimated Time: 1:35:57
2023-04-14 03:58:58,482 semantic_segmentation INFO: Iters: 29290/40000 || Lr: 0.006179 || Task Loss: 0.2025 || KD Loss: 0.0000|| Cost Time: 4:22:10 || Estimated Time: 1:35:51
2023-04-14 03:59:03,259 semantic_segmentation INFO: Iters: 29300/40000 || Lr: 0.006174 || Task Loss: 0.2584 || KD Loss: 0.0000|| Cost Time: 4:22:15 || Estimated Time: 1:35:46
2023-04-14 03:59:08,044 semantic_segmentation INFO: Iters: 29310/40000 || Lr: 0.006169 || Task Loss: 0.1924 || KD Loss: 0.0000|| Cost Time: 4:22:20 || Estimated Time: 1:35:40
2023-04-14 03:59:12,814 semantic_segmentation INFO: Iters: 29320/40000 || Lr: 0.006164 || Task Loss: 0.2969 || KD Loss: 0.0000|| Cost Time: 4:22:25 || Estimated Time: 1:35:35
2023-04-14 03:59:17,610 semantic_segmentation INFO: Iters: 29330/40000 || Lr: 0.006159 || Task Loss: 0.2132 || KD Loss: 0.0000|| Cost Time: 4:22:29 || Estimated Time: 1:35:29
2023-04-14 03:59:22,375 semantic_segmentation INFO: Iters: 29340/40000 || Lr: 0.006154 || Task Loss: 0.2097 || KD Loss: 0.0000|| Cost Time: 4:22:34 || Estimated Time: 1:35:23
2023-04-14 03:59:27,209 semantic_segmentation INFO: Iters: 29350/40000 || Lr: 0.006149 || Task Loss: 0.3245 || KD Loss: 0.0000|| Cost Time: 4:22:39 || Estimated Time: 1:35:18
2023-04-14 03:59:31,993 semantic_segmentation INFO: Iters: 29360/40000 || Lr: 0.006143 || Task Loss: 0.1748 || KD Loss: 0.0000|| Cost Time: 4:22:44 || Estimated Time: 1:35:12
2023-04-14 03:59:36,770 semantic_segmentation INFO: Iters: 29370/40000 || Lr: 0.006138 || Task Loss: 0.2321 || KD Loss: 0.0000|| Cost Time: 4:22:49 || Estimated Time: 1:35:07
2023-04-14 03:59:41,548 semantic_segmentation INFO: Iters: 29380/40000 || Lr: 0.006133 || Task Loss: 0.2927 || KD Loss: 0.0000|| Cost Time: 4:22:53 || Estimated Time: 1:35:01
2023-04-14 03:59:46,327 semantic_segmentation INFO: Iters: 29390/40000 || Lr: 0.006128 || Task Loss: 0.1880 || KD Loss: 0.0000|| Cost Time: 4:22:58 || Estimated Time: 1:34:56
2023-04-14 03:59:51,102 semantic_segmentation INFO: Iters: 29400/40000 || Lr: 0.006123 || Task Loss: 0.4563 || KD Loss: 0.0000|| Cost Time: 4:23:03 || Estimated Time: 1:34:50
2023-04-14 03:59:55,823 semantic_segmentation INFO: Iters: 29410/40000 || Lr: 0.006118 || Task Loss: 0.2530 || KD Loss: 0.0000|| Cost Time: 4:23:08 || Estimated Time: 1:34:44
2023-04-14 04:00:00,605 semantic_segmentation INFO: Iters: 29420/40000 || Lr: 0.006113 || Task Loss: 0.2558 || KD Loss: 0.0000|| Cost Time: 4:23:12 || Estimated Time: 1:34:39
2023-04-14 04:00:05,408 semantic_segmentation INFO: Iters: 29430/40000 || Lr: 0.006108 || Task Loss: 0.2708 || KD Loss: 0.0000|| Cost Time: 4:23:17 || Estimated Time: 1:34:33
2023-04-14 04:00:10,182 semantic_segmentation INFO: Iters: 29440/40000 || Lr: 0.006103 || Task Loss: 0.1611 || KD Loss: 0.0000|| Cost Time: 4:23:22 || Estimated Time: 1:34:28
2023-04-14 04:00:14,980 semantic_segmentation INFO: Iters: 29450/40000 || Lr: 0.006097 || Task Loss: 0.2118 || KD Loss: 0.0000|| Cost Time: 4:23:27 || Estimated Time: 1:34:22
2023-04-14 04:00:19,774 semantic_segmentation INFO: Iters: 29460/40000 || Lr: 0.006092 || Task Loss: 0.2565 || KD Loss: 0.0000|| Cost Time: 4:23:32 || Estimated Time: 1:34:17
2023-04-14 04:00:24,584 semantic_segmentation INFO: Iters: 29470/40000 || Lr: 0.006087 || Task Loss: 0.2878 || KD Loss: 0.0000|| Cost Time: 4:23:36 || Estimated Time: 1:34:11
2023-04-14 04:00:29,345 semantic_segmentation INFO: Iters: 29480/40000 || Lr: 0.006082 || Task Loss: 0.3161 || KD Loss: 0.0000|| Cost Time: 4:23:41 || Estimated Time: 1:34:05
2023-04-14 04:00:34,148 semantic_segmentation INFO: Iters: 29490/40000 || Lr: 0.006077 || Task Loss: 0.2739 || KD Loss: 0.0000|| Cost Time: 4:23:46 || Estimated Time: 1:34:00
2023-04-14 04:00:38,960 semantic_segmentation INFO: Iters: 29500/40000 || Lr: 0.006072 || Task Loss: 0.2099 || KD Loss: 0.0000|| Cost Time: 4:23:51 || Estimated Time: 1:33:54
2023-04-14 04:00:43,742 semantic_segmentation INFO: Iters: 29510/40000 || Lr: 0.006067 || Task Loss: 0.1656 || KD Loss: 0.0000|| Cost Time: 4:23:56 || Estimated Time: 1:33:49
2023-04-14 04:00:48,525 semantic_segmentation INFO: Iters: 29520/40000 || Lr: 0.006062 || Task Loss: 0.2693 || KD Loss: 0.0000|| Cost Time: 4:24:00 || Estimated Time: 1:33:43
2023-04-14 04:00:53,327 semantic_segmentation INFO: Iters: 29530/40000 || Lr: 0.006056 || Task Loss: 0.2834 || KD Loss: 0.0000|| Cost Time: 4:24:05 || Estimated Time: 1:33:38
2023-04-14 04:00:58,139 semantic_segmentation INFO: Iters: 29540/40000 || Lr: 0.006051 || Task Loss: 0.2183 || KD Loss: 0.0000|| Cost Time: 4:24:10 || Estimated Time: 1:33:32
2023-04-14 04:01:02,916 semantic_segmentation INFO: Iters: 29550/40000 || Lr: 0.006046 || Task Loss: 0.2472 || KD Loss: 0.0000|| Cost Time: 4:24:15 || Estimated Time: 1:33:26
2023-04-14 04:01:07,632 semantic_segmentation INFO: Iters: 29560/40000 || Lr: 0.006041 || Task Loss: 0.2555 || KD Loss: 0.0000|| Cost Time: 4:24:19 || Estimated Time: 1:33:21
2023-04-14 04:01:12,418 semantic_segmentation INFO: Iters: 29570/40000 || Lr: 0.006036 || Task Loss: 0.2700 || KD Loss: 0.0000|| Cost Time: 4:24:24 || Estimated Time: 1:33:15
2023-04-14 04:01:17,190 semantic_segmentation INFO: Iters: 29580/40000 || Lr: 0.006031 || Task Loss: 0.1804 || KD Loss: 0.0000|| Cost Time: 4:24:29 || Estimated Time: 1:33:10
2023-04-14 04:01:21,968 semantic_segmentation INFO: Iters: 29590/40000 || Lr: 0.006026 || Task Loss: 0.2179 || KD Loss: 0.0000|| Cost Time: 4:24:34 || Estimated Time: 1:33:04
2023-04-14 04:01:26,757 semantic_segmentation INFO: Iters: 29600/40000 || Lr: 0.006021 || Task Loss: 0.2366 || KD Loss: 0.0000|| Cost Time: 4:24:39 || Estimated Time: 1:32:59
2023-04-14 04:01:27,079 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:01:29,841 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.415
2023-04-14 04:01:29,952 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.512
2023-04-14 04:01:30,077 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.519
2023-04-14 04:01:30,169 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.540
2023-04-14 04:01:30,257 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.529
2023-04-14 04:01:30,342 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.533
2023-04-14 04:01:30,415 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.522
2023-04-14 04:01:30,486 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.572
2023-04-14 04:01:30,560 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.619
2023-04-14 04:01:30,639 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.666
2023-04-14 04:01:30,709 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.674
2023-04-14 04:01:30,780 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.700
2023-04-14 04:01:30,854 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.704
2023-04-14 04:01:30,924 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.701
2023-04-14 04:01:30,996 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.700
2023-04-14 04:01:31,068 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.693
2023-04-14 04:01:31,140 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.698
2023-04-14 04:01:31,210 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.705
2023-04-14 04:01:31,282 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.711
2023-04-14 04:01:31,360 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.715
2023-04-14 04:01:31,439 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.715
2023-04-14 04:01:31,513 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.693
2023-04-14 04:01:31,589 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.695
2023-04-14 04:01:31,667 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.701
2023-04-14 04:01:31,740 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.713
2023-04-14 04:01:31,813 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.714
2023-04-14 04:01:31,887 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.701
2023-04-14 04:01:31,958 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.697
2023-04-14 04:01:32,030 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.700
2023-04-14 04:01:32,102 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.695
2023-04-14 04:01:32,177 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.694
2023-04-14 04:01:32,252 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.692
2023-04-14 04:01:32,329 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.694
2023-04-14 04:01:32,409 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.694
2023-04-14 04:01:32,484 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.697
2023-04-14 04:01:32,560 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.697
2023-04-14 04:01:32,633 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.695
2023-04-14 04:01:32,707 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.694
2023-04-14 04:01:32,784 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.696
2023-04-14 04:01:32,852 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.697
2023-04-14 04:01:32,922 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.696
2023-04-14 04:01:32,999 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.696
2023-04-14 04:01:33,076 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.697
2023-04-14 04:01:33,154 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.698
2023-04-14 04:01:33,228 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.697
2023-04-14 04:01:33,303 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.697
2023-04-14 04:01:33,377 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.698
2023-04-14 04:01:33,450 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.697
2023-04-14 04:01:33,522 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.701
2023-04-14 04:01:33,594 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.704
2023-04-14 04:01:33,667 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.704
2023-04-14 04:01:33,740 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.711
2023-04-14 04:01:33,813 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.711
2023-04-14 04:01:33,887 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.714
2023-04-14 04:01:33,965 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.713
2023-04-14 04:01:34,044 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.716
2023-04-14 04:01:34,119 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-14 04:01:34,199 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-14 04:01:34,275 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:01:34,349 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:01:34,423 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-14 04:01:34,497 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-14 04:01:34,577 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-14 04:01:34,658 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-14 04:01:34,738 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:01:34,815 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:01:34,887 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-14 04:01:34,963 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 04:01:35,040 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-14 04:01:35,113 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:35,189 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:35,264 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:35,338 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:35,413 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-14 04:01:35,488 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:01:35,563 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:01:35,632 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:01:35,703 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:01:35,773 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-14 04:01:35,848 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:01:35,920 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:01:35,990 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:01:36,061 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:01:36,133 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:36,203 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:01:36,280 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:01:36,358 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:01:36,433 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:01:36,520 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:01:36,598 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:01:36,675 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:01:36,751 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:01:36,823 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:01:36,902 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:01:36,978 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:01:37,054 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:01:37,126 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:01:37,199 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:01:37,269 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:01:37,343 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-14 04:01:37,420 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-14 04:01:37,493 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-14 04:01:37,564 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-14 04:01:37,639 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-14 04:01:37,712 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:37,788 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:37,865 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:37,942 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-14 04:01:38,017 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-14 04:01:38,093 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.734
2023-04-14 04:01:38,167 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-14 04:01:38,242 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-14 04:01:38,316 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:38,393 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:38,468 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:38,544 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:38,620 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:38,698 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:38,772 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:38,847 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:01:38,920 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:38,991 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-14 04:01:39,063 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-14 04:01:39,140 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-14 04:01:39,216 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-14 04:01:39,293 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:39,368 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-14 04:01:39,443 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-14 04:01:39,519 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:39,592 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:39,667 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:39,739 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:01:39,809 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:01:39,881 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:39,956 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:01:40,034 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:01:40,110 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:01:40,184 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:01:40,263 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:01:40,340 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:01:40,411 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:01:40,486 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:40,557 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:40,629 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:01:40,702 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:01:40,777 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:40,857 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:40,935 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:41,013 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:01:41,090 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:01:41,164 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:41,239 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:41,313 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:41,388 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:41,461 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:01:41,541 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:01:41,617 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:01:41,695 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:41,769 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:41,849 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:01:41,926 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:01:41,996 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:01:42,067 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:01:42,141 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:01:42,214 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:01:42,295 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:01:42,375 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:01:42,450 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:01:42,526 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:01:42,602 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:01:42,676 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:01:42,753 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:01:42,824 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:01:42,893 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:01:42,967 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:01:43,044 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:01:43,124 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:01:43,198 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:01:43,274 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:01:43,347 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:01:43,418 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:01:43,490 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:01:43,562 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:01:43,633 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:01:43,703 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:01:43,774 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:01:43,846 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:01:43,918 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:01:43,996 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-14 04:01:44,073 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:01:44,151 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:01:44,227 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:01:44,301 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:01:44,373 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:01:44,444 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:44,513 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:01:44,586 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:01:44,659 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:01:44,728 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-14 04:01:44,799 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-14 04:01:44,878 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:44,956 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:45,031 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:45,105 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:45,180 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:01:45,255 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-14 04:01:45,327 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-14 04:01:45,400 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:01:45,472 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-14 04:01:45,545 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-14 04:01:45,617 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-14 04:01:45,693 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-14 04:01:45,768 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-14 04:01:45,844 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-14 04:01:45,919 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-14 04:01:45,994 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-14 04:01:46,068 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-14 04:01:46,141 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-14 04:01:46,215 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-14 04:01:46,283 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.948, mIoU: 0.729
2023-04-14 04:01:46,350 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:01:46,417 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:01:46,484 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:01:46,549 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:01:46,613 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:01:46,677 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:01:46,741 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:01:46,804 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:01:46,868 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:01:46,934 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:01:46,999 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:01:47,065 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:01:47,138 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:01:47,209 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:01:47,279 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:01:47,348 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:01:47,416 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:01:47,485 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:01:47,552 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:01:47,620 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:01:47,687 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:01:47,756 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:01:47,823 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:01:47,892 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:01:47,962 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-14 04:01:48,031 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-14 04:01:48,100 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-14 04:01:48,165 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-14 04:01:48,233 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-14 04:01:48,299 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-14 04:01:49,027 semantic_segmentation INFO: Overall validation pixAcc: 95.367, mIoU: 72.487
2023-04-14 04:01:54,126 semantic_segmentation INFO: Iters: 29610/40000 || Lr: 0.006015 || Task Loss: 0.2473 || KD Loss: 0.0000|| Cost Time: 4:25:06 || Estimated Time: 1:33:01
2023-04-14 04:01:58,825 semantic_segmentation INFO: Iters: 29620/40000 || Lr: 0.006010 || Task Loss: 0.2895 || KD Loss: 0.0000|| Cost Time: 4:25:11 || Estimated Time: 1:32:55
2023-04-14 04:02:03,551 semantic_segmentation INFO: Iters: 29630/40000 || Lr: 0.006005 || Task Loss: 0.2221 || KD Loss: 0.0000|| Cost Time: 4:25:15 || Estimated Time: 1:32:50
2023-04-14 04:02:08,261 semantic_segmentation INFO: Iters: 29640/40000 || Lr: 0.006000 || Task Loss: 0.1900 || KD Loss: 0.0000|| Cost Time: 4:25:20 || Estimated Time: 1:32:44
2023-04-14 04:02:13,026 semantic_segmentation INFO: Iters: 29650/40000 || Lr: 0.005995 || Task Loss: 0.2340 || KD Loss: 0.0000|| Cost Time: 4:25:25 || Estimated Time: 1:32:38
2023-04-14 04:02:17,786 semantic_segmentation INFO: Iters: 29660/40000 || Lr: 0.005990 || Task Loss: 0.3236 || KD Loss: 0.0000|| Cost Time: 4:25:30 || Estimated Time: 1:32:33
2023-04-14 04:02:22,535 semantic_segmentation INFO: Iters: 29670/40000 || Lr: 0.005985 || Task Loss: 0.2163 || KD Loss: 0.0000|| Cost Time: 4:25:34 || Estimated Time: 1:32:27
2023-04-14 04:02:27,307 semantic_segmentation INFO: Iters: 29680/40000 || Lr: 0.005980 || Task Loss: 0.2600 || KD Loss: 0.0000|| Cost Time: 4:25:39 || Estimated Time: 1:32:22
2023-04-14 04:02:32,075 semantic_segmentation INFO: Iters: 29690/40000 || Lr: 0.005974 || Task Loss: 0.2189 || KD Loss: 0.0000|| Cost Time: 4:25:44 || Estimated Time: 1:32:16
2023-04-14 04:02:36,813 semantic_segmentation INFO: Iters: 29700/40000 || Lr: 0.005969 || Task Loss: 0.2480 || KD Loss: 0.0000|| Cost Time: 4:25:49 || Estimated Time: 1:32:11
2023-04-14 04:02:41,530 semantic_segmentation INFO: Iters: 29710/40000 || Lr: 0.005964 || Task Loss: 0.2144 || KD Loss: 0.0000|| Cost Time: 4:25:53 || Estimated Time: 1:32:05
2023-04-14 04:02:46,286 semantic_segmentation INFO: Iters: 29720/40000 || Lr: 0.005959 || Task Loss: 0.1937 || KD Loss: 0.0000|| Cost Time: 4:25:58 || Estimated Time: 1:31:59
2023-04-14 04:02:51,060 semantic_segmentation INFO: Iters: 29730/40000 || Lr: 0.005954 || Task Loss: 0.1893 || KD Loss: 0.0000|| Cost Time: 4:26:03 || Estimated Time: 1:31:54
2023-04-14 04:02:55,760 semantic_segmentation INFO: Iters: 29740/40000 || Lr: 0.005949 || Task Loss: 0.2217 || KD Loss: 0.0000|| Cost Time: 4:26:08 || Estimated Time: 1:31:48
2023-04-14 04:03:00,502 semantic_segmentation INFO: Iters: 29750/40000 || Lr: 0.005944 || Task Loss: 0.2127 || KD Loss: 0.0000|| Cost Time: 4:26:12 || Estimated Time: 1:31:43
2023-04-14 04:03:05,225 semantic_segmentation INFO: Iters: 29760/40000 || Lr: 0.005939 || Task Loss: 0.2587 || KD Loss: 0.0000|| Cost Time: 4:26:17 || Estimated Time: 1:31:37
2023-04-14 04:03:09,934 semantic_segmentation INFO: Iters: 29770/40000 || Lr: 0.005933 || Task Loss: 0.1737 || KD Loss: 0.0000|| Cost Time: 4:26:22 || Estimated Time: 1:31:31
2023-04-14 04:03:14,699 semantic_segmentation INFO: Iters: 29780/40000 || Lr: 0.005928 || Task Loss: 0.2846 || KD Loss: 0.0000|| Cost Time: 4:26:26 || Estimated Time: 1:31:26
2023-04-14 04:03:19,463 semantic_segmentation INFO: Iters: 29790/40000 || Lr: 0.005923 || Task Loss: 0.1981 || KD Loss: 0.0000|| Cost Time: 4:26:31 || Estimated Time: 1:31:20
2023-04-14 04:03:24,231 semantic_segmentation INFO: Iters: 29800/40000 || Lr: 0.005918 || Task Loss: 0.2729 || KD Loss: 0.0000|| Cost Time: 4:26:36 || Estimated Time: 1:31:15
2023-04-14 04:03:29,018 semantic_segmentation INFO: Iters: 29810/40000 || Lr: 0.005913 || Task Loss: 0.1282 || KD Loss: 0.0000|| Cost Time: 4:26:41 || Estimated Time: 1:31:09
2023-04-14 04:03:33,747 semantic_segmentation INFO: Iters: 29820/40000 || Lr: 0.005908 || Task Loss: 0.2811 || KD Loss: 0.0000|| Cost Time: 4:26:46 || Estimated Time: 1:31:04
2023-04-14 04:03:38,537 semantic_segmentation INFO: Iters: 29830/40000 || Lr: 0.005903 || Task Loss: 0.1867 || KD Loss: 0.0000|| Cost Time: 4:26:50 || Estimated Time: 1:30:58
2023-04-14 04:03:43,279 semantic_segmentation INFO: Iters: 29840/40000 || Lr: 0.005898 || Task Loss: 0.2116 || KD Loss: 0.0000|| Cost Time: 4:26:55 || Estimated Time: 1:30:52
2023-04-14 04:03:47,993 semantic_segmentation INFO: Iters: 29850/40000 || Lr: 0.005892 || Task Loss: 0.2790 || KD Loss: 0.0000|| Cost Time: 4:27:00 || Estimated Time: 1:30:47
2023-04-14 04:03:52,726 semantic_segmentation INFO: Iters: 29860/40000 || Lr: 0.005887 || Task Loss: 0.3257 || KD Loss: 0.0000|| Cost Time: 4:27:05 || Estimated Time: 1:30:41
2023-04-14 04:03:57,476 semantic_segmentation INFO: Iters: 29870/40000 || Lr: 0.005882 || Task Loss: 0.2183 || KD Loss: 0.0000|| Cost Time: 4:27:09 || Estimated Time: 1:30:36
2023-04-14 04:04:02,188 semantic_segmentation INFO: Iters: 29880/40000 || Lr: 0.005877 || Task Loss: 0.2540 || KD Loss: 0.0000|| Cost Time: 4:27:14 || Estimated Time: 1:30:30
2023-04-14 04:04:06,941 semantic_segmentation INFO: Iters: 29890/40000 || Lr: 0.005872 || Task Loss: 0.1928 || KD Loss: 0.0000|| Cost Time: 4:27:19 || Estimated Time: 1:30:25
2023-04-14 04:04:11,688 semantic_segmentation INFO: Iters: 29900/40000 || Lr: 0.005867 || Task Loss: 0.3474 || KD Loss: 0.0000|| Cost Time: 4:27:23 || Estimated Time: 1:30:19
2023-04-14 04:04:16,465 semantic_segmentation INFO: Iters: 29910/40000 || Lr: 0.005862 || Task Loss: 0.2850 || KD Loss: 0.0000|| Cost Time: 4:27:28 || Estimated Time: 1:30:13
2023-04-14 04:04:21,242 semantic_segmentation INFO: Iters: 29920/40000 || Lr: 0.005856 || Task Loss: 0.2358 || KD Loss: 0.0000|| Cost Time: 4:27:33 || Estimated Time: 1:30:08
2023-04-14 04:04:26,018 semantic_segmentation INFO: Iters: 29930/40000 || Lr: 0.005851 || Task Loss: 0.2299 || KD Loss: 0.0000|| Cost Time: 4:27:38 || Estimated Time: 1:30:02
2023-04-14 04:04:30,786 semantic_segmentation INFO: Iters: 29940/40000 || Lr: 0.005846 || Task Loss: 0.2940 || KD Loss: 0.0000|| Cost Time: 4:27:43 || Estimated Time: 1:29:57
2023-04-14 04:04:35,526 semantic_segmentation INFO: Iters: 29950/40000 || Lr: 0.005841 || Task Loss: 0.2431 || KD Loss: 0.0000|| Cost Time: 4:27:47 || Estimated Time: 1:29:51
2023-04-14 04:04:40,219 semantic_segmentation INFO: Iters: 29960/40000 || Lr: 0.005836 || Task Loss: 0.2810 || KD Loss: 0.0000|| Cost Time: 4:27:52 || Estimated Time: 1:29:46
2023-04-14 04:04:44,985 semantic_segmentation INFO: Iters: 29970/40000 || Lr: 0.005831 || Task Loss: 0.2241 || KD Loss: 0.0000|| Cost Time: 4:27:57 || Estimated Time: 1:29:40
2023-04-14 04:04:49,713 semantic_segmentation INFO: Iters: 29980/40000 || Lr: 0.005826 || Task Loss: 0.1909 || KD Loss: 0.0000|| Cost Time: 4:28:01 || Estimated Time: 1:29:34
2023-04-14 04:04:54,463 semantic_segmentation INFO: Iters: 29990/40000 || Lr: 0.005820 || Task Loss: 0.2096 || KD Loss: 0.0000|| Cost Time: 4:28:06 || Estimated Time: 1:29:29
2023-04-14 04:04:59,204 semantic_segmentation INFO: Iters: 30000/40000 || Lr: 0.005815 || Task Loss: 0.2594 || KD Loss: 0.0000|| Cost Time: 4:28:11 || Estimated Time: 1:29:23
2023-04-14 04:04:59,514 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:05:02,193 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.410
2023-04-14 04:05:02,320 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.496
2023-04-14 04:05:02,424 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.508
2023-04-14 04:05:02,528 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.530
2023-04-14 04:05:02,613 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.523
2023-04-14 04:05:02,701 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.526
2023-04-14 04:05:02,784 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.527
2023-04-14 04:05:02,857 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.569
2023-04-14 04:05:02,931 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.619
2023-04-14 04:05:03,005 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.673
2023-04-14 04:05:03,078 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.677
2023-04-14 04:05:03,151 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.694
2023-04-14 04:05:03,225 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.703
2023-04-14 04:05:03,296 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.695
2023-04-14 04:05:03,380 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.695
2023-04-14 04:05:03,453 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.690
2023-04-14 04:05:03,531 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.693
2023-04-14 04:05:03,613 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.696
2023-04-14 04:05:03,686 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.706
2023-04-14 04:05:03,758 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.712
2023-04-14 04:05:03,832 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.712
2023-04-14 04:05:03,904 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.701
2023-04-14 04:05:03,977 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.700
2023-04-14 04:05:04,047 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.706
2023-04-14 04:05:04,117 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.717
2023-04-14 04:05:04,187 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.718
2023-04-14 04:05:04,263 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.708
2023-04-14 04:05:04,335 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.705
2023-04-14 04:05:04,404 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.707
2023-04-14 04:05:04,479 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-14 04:05:04,559 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.716
2023-04-14 04:05:04,644 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:05:04,722 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.716
2023-04-14 04:05:04,799 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.715
2023-04-14 04:05:04,879 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-14 04:05:04,961 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-14 04:05:05,035 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:05:05,109 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.713
2023-04-14 04:05:05,184 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:05:05,258 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:05:05,331 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:05:05,405 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:05:05,478 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.715
2023-04-14 04:05:05,549 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.716
2023-04-14 04:05:05,622 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.714
2023-04-14 04:05:05,695 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.714
2023-04-14 04:05:05,769 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.715
2023-04-14 04:05:05,840 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.713
2023-04-14 04:05:05,914 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.717
2023-04-14 04:05:05,993 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.719
2023-04-14 04:05:06,068 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.719
2023-04-14 04:05:06,144 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-14 04:05:06,219 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-14 04:05:06,297 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-14 04:05:06,370 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.728
2023-04-14 04:05:06,443 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-14 04:05:06,512 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-14 04:05:06,584 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.736
2023-04-14 04:05:06,656 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 04:05:06,724 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:05:06,798 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-14 04:05:06,873 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-14 04:05:06,948 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 04:05:07,030 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:05:07,107 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-14 04:05:07,184 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:05:07,259 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.745
2023-04-14 04:05:07,332 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:05:07,403 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.744
2023-04-14 04:05:07,477 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-14 04:05:07,550 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-14 04:05:07,626 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-14 04:05:07,700 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-14 04:05:07,775 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 04:05:07,854 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-14 04:05:07,931 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-14 04:05:08,009 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-14 04:05:08,082 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-14 04:05:08,161 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 04:05:08,231 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 04:05:08,308 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 04:05:08,380 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 04:05:08,457 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 04:05:08,532 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 04:05:08,609 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.733
2023-04-14 04:05:08,683 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:05:08,757 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:05:08,830 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:05:08,901 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:05:08,973 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:05:09,047 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:05:09,116 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:09,184 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:09,258 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:09,333 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 04:05:09,407 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 04:05:09,493 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 04:05:09,570 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 04:05:09,649 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:05:09,727 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:05:09,802 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-14 04:05:09,876 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:05:09,945 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:05:10,019 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:05:10,095 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:05:10,174 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-14 04:05:10,250 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-14 04:05:10,330 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:05:10,403 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:05:10,477 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:05:10,551 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:05:10,624 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-14 04:05:10,699 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-14 04:05:10,772 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.736
2023-04-14 04:05:10,851 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-14 04:05:10,927 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-14 04:05:11,005 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:05:11,082 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:05:11,156 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-14 04:05:11,228 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:05:11,303 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:05:11,378 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-14 04:05:11,455 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-14 04:05:11,535 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-14 04:05:11,608 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-14 04:05:11,684 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-14 04:05:11,756 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-14 04:05:11,829 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-14 04:05:11,900 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-14 04:05:11,971 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-14 04:05:12,042 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.741
2023-04-14 04:05:12,112 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:05:12,183 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:05:12,258 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:05:12,330 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:12,401 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:12,481 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:12,560 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-14 04:05:12,639 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:12,713 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:05:12,786 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:05:12,861 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:05:12,932 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:13,005 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:13,077 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-14 04:05:13,149 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:05:13,220 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:13,294 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:13,374 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-14 04:05:13,452 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-14 04:05:13,528 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:13,603 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-14 04:05:13,677 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:13,749 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:05:13,821 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:05:13,892 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 04:05:13,965 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 04:05:14,049 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-14 04:05:14,125 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-14 04:05:14,202 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-14 04:05:14,278 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 04:05:14,355 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:05:14,430 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:05:14,504 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:05:14,575 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:05:14,650 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:05:14,723 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:05:14,796 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:05:14,871 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:05:14,948 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:05:15,027 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:05:15,105 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:05:15,186 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:05:15,262 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:05:15,333 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:05:15,407 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:05:15,481 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:05:15,554 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:05:15,632 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:05:15,710 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:05:15,783 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:05:15,855 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:05:15,928 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:05:16,001 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:05:16,073 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 04:05:16,143 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 04:05:16,213 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.947, mIoU: 0.732
2023-04-14 04:05:16,284 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.947, mIoU: 0.732
2023-04-14 04:05:16,358 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.947, mIoU: 0.732
2023-04-14 04:05:16,433 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 04:05:16,510 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 04:05:16,585 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 04:05:16,659 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 04:05:16,732 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:05:16,809 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:05:16,884 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 04:05:16,957 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 04:05:17,029 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 04:05:17,100 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 04:05:17,170 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 04:05:17,248 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:05:17,324 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:05:17,400 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:05:17,478 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:05:17,553 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:05:17,630 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 04:05:17,702 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 04:05:17,779 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 04:05:17,852 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 04:05:17,923 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 04:05:17,998 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:05:18,078 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:05:18,155 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:05:18,232 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:05:18,310 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:05:18,384 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:05:18,458 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:05:18,529 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:05:18,602 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:05:18,672 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:05:18,739 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-14 04:05:18,809 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:05:18,882 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:05:18,955 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:05:19,025 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:05:19,096 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:05:19,165 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:05:19,235 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.949, mIoU: 0.731
2023-04-14 04:05:19,304 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:05:19,373 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:05:19,442 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:19,509 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:19,577 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:05:19,645 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:05:19,713 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:05:19,782 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:05:19,848 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:19,917 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:19,985 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:05:20,054 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:05:20,122 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:05:20,191 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:20,257 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:20,326 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:20,395 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:20,463 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:05:20,531 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:20,598 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:20,667 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:20,736 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:05:21,603 semantic_segmentation INFO: Overall validation pixAcc: 95.229, mIoU: 72.804
2023-04-14 04:05:26,828 semantic_segmentation INFO: Iters: 30010/40000 || Lr: 0.005810 || Task Loss: 0.1829 || KD Loss: 0.0000|| Cost Time: 4:28:39 || Estimated Time: 1:29:25
2023-04-14 04:05:31,540 semantic_segmentation INFO: Iters: 30020/40000 || Lr: 0.005805 || Task Loss: 0.2614 || KD Loss: 0.0000|| Cost Time: 4:28:43 || Estimated Time: 1:29:20
2023-04-14 04:05:36,257 semantic_segmentation INFO: Iters: 30030/40000 || Lr: 0.005800 || Task Loss: 0.2728 || KD Loss: 0.0000|| Cost Time: 4:28:48 || Estimated Time: 1:29:14
2023-04-14 04:05:40,963 semantic_segmentation INFO: Iters: 30040/40000 || Lr: 0.005795 || Task Loss: 0.1501 || KD Loss: 0.0000|| Cost Time: 4:28:53 || Estimated Time: 1:29:09
2023-04-14 04:05:45,719 semantic_segmentation INFO: Iters: 30050/40000 || Lr: 0.005790 || Task Loss: 0.1751 || KD Loss: 0.0000|| Cost Time: 4:28:57 || Estimated Time: 1:29:03
2023-04-14 04:05:50,408 semantic_segmentation INFO: Iters: 30060/40000 || Lr: 0.005784 || Task Loss: 0.2902 || KD Loss: 0.0000|| Cost Time: 4:29:02 || Estimated Time: 1:28:57
2023-04-14 04:05:55,108 semantic_segmentation INFO: Iters: 30070/40000 || Lr: 0.005779 || Task Loss: 0.2270 || KD Loss: 0.0000|| Cost Time: 4:29:07 || Estimated Time: 1:28:52
2023-04-14 04:05:59,823 semantic_segmentation INFO: Iters: 30080/40000 || Lr: 0.005774 || Task Loss: 0.2796 || KD Loss: 0.0000|| Cost Time: 4:29:12 || Estimated Time: 1:28:46
2023-04-14 04:06:04,520 semantic_segmentation INFO: Iters: 30090/40000 || Lr: 0.005769 || Task Loss: 0.1871 || KD Loss: 0.0000|| Cost Time: 4:29:16 || Estimated Time: 1:28:41
2023-04-14 04:06:09,242 semantic_segmentation INFO: Iters: 30100/40000 || Lr: 0.005764 || Task Loss: 0.2764 || KD Loss: 0.0000|| Cost Time: 4:29:21 || Estimated Time: 1:28:35
2023-04-14 04:06:13,961 semantic_segmentation INFO: Iters: 30110/40000 || Lr: 0.005759 || Task Loss: 0.3026 || KD Loss: 0.0000|| Cost Time: 4:29:26 || Estimated Time: 1:28:29
2023-04-14 04:06:18,720 semantic_segmentation INFO: Iters: 30120/40000 || Lr: 0.005754 || Task Loss: 0.2974 || KD Loss: 0.0000|| Cost Time: 4:29:30 || Estimated Time: 1:28:24
2023-04-14 04:06:23,435 semantic_segmentation INFO: Iters: 30130/40000 || Lr: 0.005748 || Task Loss: 0.2891 || KD Loss: 0.0000|| Cost Time: 4:29:35 || Estimated Time: 1:28:18
2023-04-14 04:06:28,209 semantic_segmentation INFO: Iters: 30140/40000 || Lr: 0.005743 || Task Loss: 0.2361 || KD Loss: 0.0000|| Cost Time: 4:29:40 || Estimated Time: 1:28:13
2023-04-14 04:06:32,912 semantic_segmentation INFO: Iters: 30150/40000 || Lr: 0.005738 || Task Loss: 0.1475 || KD Loss: 0.0000|| Cost Time: 4:29:45 || Estimated Time: 1:28:07
2023-04-14 04:06:37,693 semantic_segmentation INFO: Iters: 30160/40000 || Lr: 0.005733 || Task Loss: 0.3634 || KD Loss: 0.0000|| Cost Time: 4:29:49 || Estimated Time: 1:28:02
2023-04-14 04:06:42,477 semantic_segmentation INFO: Iters: 30170/40000 || Lr: 0.005728 || Task Loss: 0.1689 || KD Loss: 0.0000|| Cost Time: 4:29:54 || Estimated Time: 1:27:56
2023-04-14 04:06:47,184 semantic_segmentation INFO: Iters: 30180/40000 || Lr: 0.005723 || Task Loss: 0.2137 || KD Loss: 0.0000|| Cost Time: 4:29:59 || Estimated Time: 1:27:50
2023-04-14 04:06:51,960 semantic_segmentation INFO: Iters: 30190/40000 || Lr: 0.005717 || Task Loss: 0.2590 || KD Loss: 0.0000|| Cost Time: 4:30:04 || Estimated Time: 1:27:45
2023-04-14 04:06:56,682 semantic_segmentation INFO: Iters: 30200/40000 || Lr: 0.005712 || Task Loss: 0.2208 || KD Loss: 0.0000|| Cost Time: 4:30:08 || Estimated Time: 1:27:39
2023-04-14 04:07:01,463 semantic_segmentation INFO: Iters: 30210/40000 || Lr: 0.005707 || Task Loss: 0.3281 || KD Loss: 0.0000|| Cost Time: 4:30:13 || Estimated Time: 1:27:34
2023-04-14 04:07:06,238 semantic_segmentation INFO: Iters: 30220/40000 || Lr: 0.005702 || Task Loss: 0.2691 || KD Loss: 0.0000|| Cost Time: 4:30:18 || Estimated Time: 1:27:28
2023-04-14 04:07:10,945 semantic_segmentation INFO: Iters: 30230/40000 || Lr: 0.005697 || Task Loss: 0.1435 || KD Loss: 0.0000|| Cost Time: 4:30:23 || Estimated Time: 1:27:23
2023-04-14 04:07:15,695 semantic_segmentation INFO: Iters: 30240/40000 || Lr: 0.005692 || Task Loss: 0.2149 || KD Loss: 0.0000|| Cost Time: 4:30:27 || Estimated Time: 1:27:17
2023-04-14 04:07:20,423 semantic_segmentation INFO: Iters: 30250/40000 || Lr: 0.005687 || Task Loss: 0.2047 || KD Loss: 0.0000|| Cost Time: 4:30:32 || Estimated Time: 1:27:11
2023-04-14 04:07:25,189 semantic_segmentation INFO: Iters: 30260/40000 || Lr: 0.005681 || Task Loss: 0.2046 || KD Loss: 0.0000|| Cost Time: 4:30:37 || Estimated Time: 1:27:06
2023-04-14 04:07:29,932 semantic_segmentation INFO: Iters: 30270/40000 || Lr: 0.005676 || Task Loss: 0.3230 || KD Loss: 0.0000|| Cost Time: 4:30:42 || Estimated Time: 1:27:00
2023-04-14 04:07:34,666 semantic_segmentation INFO: Iters: 30280/40000 || Lr: 0.005671 || Task Loss: 0.2479 || KD Loss: 0.0000|| Cost Time: 4:30:46 || Estimated Time: 1:26:55
2023-04-14 04:07:39,354 semantic_segmentation INFO: Iters: 30290/40000 || Lr: 0.005666 || Task Loss: 0.2251 || KD Loss: 0.0000|| Cost Time: 4:30:51 || Estimated Time: 1:26:49
2023-04-14 04:07:44,092 semantic_segmentation INFO: Iters: 30300/40000 || Lr: 0.005661 || Task Loss: 0.2806 || KD Loss: 0.0000|| Cost Time: 4:30:56 || Estimated Time: 1:26:44
2023-04-14 04:07:48,794 semantic_segmentation INFO: Iters: 30310/40000 || Lr: 0.005656 || Task Loss: 0.2219 || KD Loss: 0.0000|| Cost Time: 4:31:01 || Estimated Time: 1:26:38
2023-04-14 04:07:53,504 semantic_segmentation INFO: Iters: 30320/40000 || Lr: 0.005650 || Task Loss: 0.2060 || KD Loss: 0.0000|| Cost Time: 4:31:05 || Estimated Time: 1:26:32
2023-04-14 04:07:58,257 semantic_segmentation INFO: Iters: 30330/40000 || Lr: 0.005645 || Task Loss: 0.2420 || KD Loss: 0.0000|| Cost Time: 4:31:10 || Estimated Time: 1:26:27
2023-04-14 04:08:02,975 semantic_segmentation INFO: Iters: 30340/40000 || Lr: 0.005640 || Task Loss: 0.5352 || KD Loss: 0.0000|| Cost Time: 4:31:15 || Estimated Time: 1:26:21
2023-04-14 04:08:07,694 semantic_segmentation INFO: Iters: 30350/40000 || Lr: 0.005635 || Task Loss: 0.2255 || KD Loss: 0.0000|| Cost Time: 4:31:19 || Estimated Time: 1:26:16
2023-04-14 04:08:12,397 semantic_segmentation INFO: Iters: 30360/40000 || Lr: 0.005630 || Task Loss: 0.2502 || KD Loss: 0.0000|| Cost Time: 4:31:24 || Estimated Time: 1:26:10
2023-04-14 04:08:17,163 semantic_segmentation INFO: Iters: 30370/40000 || Lr: 0.005625 || Task Loss: 0.2562 || KD Loss: 0.0000|| Cost Time: 4:31:29 || Estimated Time: 1:26:05
2023-04-14 04:08:21,954 semantic_segmentation INFO: Iters: 30380/40000 || Lr: 0.005619 || Task Loss: 0.3220 || KD Loss: 0.0000|| Cost Time: 4:31:34 || Estimated Time: 1:25:59
2023-04-14 04:08:26,716 semantic_segmentation INFO: Iters: 30390/40000 || Lr: 0.005614 || Task Loss: 0.2180 || KD Loss: 0.0000|| Cost Time: 4:31:38 || Estimated Time: 1:25:54
2023-04-14 04:08:31,426 semantic_segmentation INFO: Iters: 30400/40000 || Lr: 0.005609 || Task Loss: 0.2192 || KD Loss: 0.0000|| Cost Time: 4:31:43 || Estimated Time: 1:25:48
2023-04-14 04:08:31,760 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:08:33,808 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.411
2023-04-14 04:08:34,336 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.500
2023-04-14 04:08:34,485 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.508
2023-04-14 04:08:34,608 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.534
2023-04-14 04:08:34,723 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.526
2023-04-14 04:08:34,842 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.528
2023-04-14 04:08:34,949 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.565
2023-04-14 04:08:35,036 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.612
2023-04-14 04:08:35,114 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.634
2023-04-14 04:08:35,193 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.685
2023-04-14 04:08:35,273 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.689
2023-04-14 04:08:35,349 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.725
2023-04-14 04:08:35,421 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.721
2023-04-14 04:08:35,493 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.708
2023-04-14 04:08:35,565 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.710
2023-04-14 04:08:35,640 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.704
2023-04-14 04:08:35,729 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.706
2023-04-14 04:08:35,801 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.706
2023-04-14 04:08:35,875 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.707
2023-04-14 04:08:35,946 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.712
2023-04-14 04:08:36,017 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.711
2023-04-14 04:08:36,089 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.683
2023-04-14 04:08:36,162 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.684
2023-04-14 04:08:36,234 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.692
2023-04-14 04:08:36,307 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.704
2023-04-14 04:08:36,376 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.707
2023-04-14 04:08:36,450 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-14 04:08:36,528 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.698
2023-04-14 04:08:36,606 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.701
2023-04-14 04:08:36,683 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.691
2023-04-14 04:08:36,756 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.690
2023-04-14 04:08:36,831 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.687
2023-04-14 04:08:36,902 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.689
2023-04-14 04:08:36,973 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.688
2023-04-14 04:08:37,046 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-14 04:08:37,121 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-14 04:08:37,196 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.687
2023-04-14 04:08:37,286 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.685
2023-04-14 04:08:37,361 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.682
2023-04-14 04:08:37,435 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.683
2023-04-14 04:08:37,510 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.683
2023-04-14 04:08:37,586 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.683
2023-04-14 04:08:37,659 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.683
2023-04-14 04:08:37,738 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.685
2023-04-14 04:08:37,810 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.683
2023-04-14 04:08:37,882 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.682
2023-04-14 04:08:37,957 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.683
2023-04-14 04:08:38,033 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.682
2023-04-14 04:08:38,108 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.686
2023-04-14 04:08:38,184 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.689
2023-04-14 04:08:38,260 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.689
2023-04-14 04:08:38,337 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.696
2023-04-14 04:08:38,408 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.697
2023-04-14 04:08:38,482 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-14 04:08:38,554 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.699
2023-04-14 04:08:38,628 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-14 04:08:38,698 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.702
2023-04-14 04:08:38,774 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.707
2023-04-14 04:08:38,854 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.710
2023-04-14 04:08:38,928 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 04:08:39,010 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.710
2023-04-14 04:08:39,089 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-14 04:08:39,162 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-14 04:08:39,237 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.715
2023-04-14 04:08:39,312 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:08:39,383 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-14 04:08:39,459 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-14 04:08:39,534 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-14 04:08:39,614 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:39,695 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.713
2023-04-14 04:08:39,772 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.713
2023-04-14 04:08:39,848 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.708
2023-04-14 04:08:39,923 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 04:08:40,000 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 04:08:40,077 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 04:08:40,150 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 04:08:40,226 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 04:08:40,300 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 04:08:40,374 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 04:08:40,448 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.705
2023-04-14 04:08:40,520 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-14 04:08:40,592 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-14 04:08:40,664 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.706
2023-04-14 04:08:40,734 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.704
2023-04-14 04:08:40,807 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 04:08:40,878 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 04:08:40,950 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 04:08:41,020 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.699
2023-04-14 04:08:41,092 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 04:08:41,165 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.699
2023-04-14 04:08:41,244 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.700
2023-04-14 04:08:41,321 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-14 04:08:41,405 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-14 04:08:41,481 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-14 04:08:41,555 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-14 04:08:41,626 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-14 04:08:41,701 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-14 04:08:41,773 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.944, mIoU: 0.713
2023-04-14 04:08:41,846 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-14 04:08:41,925 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-14 04:08:42,005 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.714
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2023-04-14 04:08:42,156 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-14 04:08:42,235 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-14 04:08:42,307 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-14 04:08:42,378 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.712
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2023-04-14 04:08:42,534 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-14 04:08:42,611 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-14 04:08:42,689 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.711
2023-04-14 04:08:42,766 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.711
2023-04-14 04:08:42,842 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.711
2023-04-14 04:08:42,915 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-14 04:08:42,987 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-14 04:08:43,058 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.942, mIoU: 0.710
2023-04-14 04:08:43,129 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.942, mIoU: 0.709
2023-04-14 04:08:43,204 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-14 04:08:43,283 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-14 04:08:43,365 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.712
2023-04-14 04:08:43,441 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-14 04:08:43,518 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.942, mIoU: 0.711
2023-04-14 04:08:43,593 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-14 04:08:43,665 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.710
2023-04-14 04:08:43,737 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-14 04:08:43,808 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.713
2023-04-14 04:08:43,879 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.713
2023-04-14 04:08:43,949 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-14 04:08:44,022 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.715
2023-04-14 04:08:44,100 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.715
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2023-04-14 04:08:44,255 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.942, mIoU: 0.715
2023-04-14 04:08:44,327 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.942, mIoU: 0.715
2023-04-14 04:08:44,400 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.942, mIoU: 0.715
2023-04-14 04:08:44,474 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 04:08:44,548 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 04:08:44,620 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 04:08:44,691 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 04:08:44,765 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 04:08:44,838 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 04:08:44,910 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:08:44,982 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:08:45,059 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:08:45,141 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.943, mIoU: 0.717
2023-04-14 04:08:45,216 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.943, mIoU: 0.717
2023-04-14 04:08:45,292 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.943, mIoU: 0.717
2023-04-14 04:08:45,371 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 04:08:45,451 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 04:08:45,522 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:08:45,591 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:08:45,663 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:08:45,740 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:08:45,816 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:08:45,891 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 04:08:45,970 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 04:08:46,046 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 04:08:46,122 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-14 04:08:46,194 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-14 04:08:46,266 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 04:08:46,335 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 04:08:46,406 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 04:08:46,479 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:08:46,552 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 04:08:46,630 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 04:08:46,707 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 04:08:46,782 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 04:08:46,858 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 04:08:46,936 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 04:08:47,015 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 04:08:47,100 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.943, mIoU: 0.716
2023-04-14 04:08:47,178 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:47,250 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:47,330 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.944, mIoU: 0.716
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2023-04-14 04:08:47,488 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:47,558 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:47,630 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-14 04:08:47,699 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-14 04:08:47,768 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:47,841 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:47,913 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:47,987 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:48,061 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:48,139 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:48,220 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:48,302 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:08:48,376 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-14 04:08:48,448 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-14 04:08:48,520 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.944, mIoU: 0.715
2023-04-14 04:08:48,593 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:08:48,664 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:08:48,737 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:08:48,813 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:08:48,888 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-14 04:08:48,960 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-14 04:08:49,036 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-14 04:08:49,114 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-14 04:08:49,190 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.945, mIoU: 0.718
2023-04-14 04:08:49,264 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-14 04:08:49,335 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-14 04:08:49,411 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-14 04:08:49,486 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-14 04:08:49,559 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-14 04:08:49,638 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-14 04:08:49,715 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-14 04:08:49,794 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-14 04:08:49,870 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-14 04:08:49,952 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:08:50,024 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.945, mIoU: 0.719
2023-04-14 04:08:50,097 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:08:50,171 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.946, mIoU: 0.718
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2023-04-14 04:08:50,324 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:08:50,398 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:08:50,471 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:08:50,542 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:08:50,619 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.946, mIoU: 0.717
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2023-04-14 04:08:50,767 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:08:50,836 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:08:50,903 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:08:50,967 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:08:51,036 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.946, mIoU: 0.717
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2023-04-14 04:08:51,175 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.946, mIoU: 0.717
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2023-04-14 04:08:51,374 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-14 04:08:51,439 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-14 04:08:51,502 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-14 04:08:51,565 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-14 04:08:51,630 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-14 04:08:51,690 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.946, mIoU: 0.711
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2023-04-14 04:08:51,816 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-14 04:08:51,879 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-14 04:08:51,942 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-14 04:08:52,005 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-14 04:08:52,070 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-14 04:08:52,136 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-14 04:08:52,202 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-14 04:08:52,269 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-14 04:08:52,334 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-14 04:08:52,396 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.946, mIoU: 0.712
2023-04-14 04:08:52,460 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-14 04:08:52,524 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-14 04:08:52,587 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-14 04:08:52,650 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-14 04:08:52,711 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-14 04:08:52,776 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-14 04:08:52,845 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.946, mIoU: 0.713
2023-04-14 04:08:53,835 semantic_segmentation INFO: Overall validation pixAcc: 95.057, mIoU: 71.534
2023-04-14 04:08:58,794 semantic_segmentation INFO: Iters: 30410/40000 || Lr: 0.005604 || Task Loss: 0.2699 || KD Loss: 0.0000|| Cost Time: 4:32:11 || Estimated Time: 1:25:50
2023-04-14 04:09:03,522 semantic_segmentation INFO: Iters: 30420/40000 || Lr: 0.005599 || Task Loss: 0.2489 || KD Loss: 0.0000|| Cost Time: 4:32:15 || Estimated Time: 1:25:44
2023-04-14 04:09:08,255 semantic_segmentation INFO: Iters: 30430/40000 || Lr: 0.005594 || Task Loss: 0.2568 || KD Loss: 0.0000|| Cost Time: 4:32:20 || Estimated Time: 1:25:38
2023-04-14 04:09:12,988 semantic_segmentation INFO: Iters: 30440/40000 || Lr: 0.005588 || Task Loss: 0.2298 || KD Loss: 0.0000|| Cost Time: 4:32:25 || Estimated Time: 1:25:33
2023-04-14 04:09:17,782 semantic_segmentation INFO: Iters: 30450/40000 || Lr: 0.005583 || Task Loss: 0.2699 || KD Loss: 0.0000|| Cost Time: 4:32:30 || Estimated Time: 1:25:27
2023-04-14 04:09:22,529 semantic_segmentation INFO: Iters: 30460/40000 || Lr: 0.005578 || Task Loss: 0.2472 || KD Loss: 0.0000|| Cost Time: 4:32:34 || Estimated Time: 1:25:22
2023-04-14 04:09:27,306 semantic_segmentation INFO: Iters: 30470/40000 || Lr: 0.005573 || Task Loss: 0.2461 || KD Loss: 0.0000|| Cost Time: 4:32:39 || Estimated Time: 1:25:16
2023-04-14 04:09:32,053 semantic_segmentation INFO: Iters: 30480/40000 || Lr: 0.005568 || Task Loss: 0.1645 || KD Loss: 0.0000|| Cost Time: 4:32:44 || Estimated Time: 1:25:11
2023-04-14 04:09:36,818 semantic_segmentation INFO: Iters: 30490/40000 || Lr: 0.005563 || Task Loss: 0.2342 || KD Loss: 0.0000|| Cost Time: 4:32:49 || Estimated Time: 1:25:05
2023-04-14 04:09:41,598 semantic_segmentation INFO: Iters: 30500/40000 || Lr: 0.005557 || Task Loss: 0.2802 || KD Loss: 0.0000|| Cost Time: 4:32:53 || Estimated Time: 1:24:59
2023-04-14 04:09:46,400 semantic_segmentation INFO: Iters: 30510/40000 || Lr: 0.005552 || Task Loss: 0.2379 || KD Loss: 0.0000|| Cost Time: 4:32:58 || Estimated Time: 1:24:54
2023-04-14 04:09:51,150 semantic_segmentation INFO: Iters: 30520/40000 || Lr: 0.005547 || Task Loss: 0.2881 || KD Loss: 0.0000|| Cost Time: 4:33:03 || Estimated Time: 1:24:48
2023-04-14 04:09:55,892 semantic_segmentation INFO: Iters: 30530/40000 || Lr: 0.005542 || Task Loss: 0.3384 || KD Loss: 0.0000|| Cost Time: 4:33:08 || Estimated Time: 1:24:43
2023-04-14 04:10:00,661 semantic_segmentation INFO: Iters: 30540/40000 || Lr: 0.005537 || Task Loss: 0.2228 || KD Loss: 0.0000|| Cost Time: 4:33:12 || Estimated Time: 1:24:37
2023-04-14 04:10:05,435 semantic_segmentation INFO: Iters: 30550/40000 || Lr: 0.005532 || Task Loss: 0.2807 || KD Loss: 0.0000|| Cost Time: 4:33:17 || Estimated Time: 1:24:32
2023-04-14 04:10:10,205 semantic_segmentation INFO: Iters: 30560/40000 || Lr: 0.005526 || Task Loss: 0.2666 || KD Loss: 0.0000|| Cost Time: 4:33:22 || Estimated Time: 1:24:26
2023-04-14 04:10:15,000 semantic_segmentation INFO: Iters: 30570/40000 || Lr: 0.005521 || Task Loss: 0.2442 || KD Loss: 0.0000|| Cost Time: 4:33:27 || Estimated Time: 1:24:21
2023-04-14 04:10:19,748 semantic_segmentation INFO: Iters: 30580/40000 || Lr: 0.005516 || Task Loss: 0.1793 || KD Loss: 0.0000|| Cost Time: 4:33:32 || Estimated Time: 1:24:15
2023-04-14 04:10:24,527 semantic_segmentation INFO: Iters: 30590/40000 || Lr: 0.005511 || Task Loss: 0.2950 || KD Loss: 0.0000|| Cost Time: 4:33:36 || Estimated Time: 1:24:09
2023-04-14 04:10:29,329 semantic_segmentation INFO: Iters: 30600/40000 || Lr: 0.005506 || Task Loss: 0.2655 || KD Loss: 0.0000|| Cost Time: 4:33:41 || Estimated Time: 1:24:04
2023-04-14 04:10:34,066 semantic_segmentation INFO: Iters: 30610/40000 || Lr: 0.005501 || Task Loss: 0.3396 || KD Loss: 0.0000|| Cost Time: 4:33:46 || Estimated Time: 1:23:58
2023-04-14 04:10:38,813 semantic_segmentation INFO: Iters: 30620/40000 || Lr: 0.005495 || Task Loss: 0.2576 || KD Loss: 0.0000|| Cost Time: 4:33:51 || Estimated Time: 1:23:53
2023-04-14 04:10:43,624 semantic_segmentation INFO: Iters: 30630/40000 || Lr: 0.005490 || Task Loss: 0.2035 || KD Loss: 0.0000|| Cost Time: 4:33:55 || Estimated Time: 1:23:47
2023-04-14 04:10:48,358 semantic_segmentation INFO: Iters: 30640/40000 || Lr: 0.005485 || Task Loss: 0.2347 || KD Loss: 0.0000|| Cost Time: 4:34:00 || Estimated Time: 1:23:42
2023-04-14 04:10:53,090 semantic_segmentation INFO: Iters: 30650/40000 || Lr: 0.005480 || Task Loss: 0.2170 || KD Loss: 0.0000|| Cost Time: 4:34:05 || Estimated Time: 1:23:36
2023-04-14 04:10:57,863 semantic_segmentation INFO: Iters: 30660/40000 || Lr: 0.005475 || Task Loss: 0.1687 || KD Loss: 0.0000|| Cost Time: 4:34:10 || Estimated Time: 1:23:31
2023-04-14 04:11:02,624 semantic_segmentation INFO: Iters: 30670/40000 || Lr: 0.005470 || Task Loss: 0.2367 || KD Loss: 0.0000|| Cost Time: 4:34:14 || Estimated Time: 1:23:25
2023-04-14 04:11:07,405 semantic_segmentation INFO: Iters: 30680/40000 || Lr: 0.005464 || Task Loss: 0.1714 || KD Loss: 0.0000|| Cost Time: 4:34:19 || Estimated Time: 1:23:20
2023-04-14 04:11:12,171 semantic_segmentation INFO: Iters: 30690/40000 || Lr: 0.005459 || Task Loss: 0.2463 || KD Loss: 0.0000|| Cost Time: 4:34:24 || Estimated Time: 1:23:14
2023-04-14 04:11:16,906 semantic_segmentation INFO: Iters: 30700/40000 || Lr: 0.005454 || Task Loss: 0.1743 || KD Loss: 0.0000|| Cost Time: 4:34:29 || Estimated Time: 1:23:08
2023-04-14 04:11:21,692 semantic_segmentation INFO: Iters: 30710/40000 || Lr: 0.005449 || Task Loss: 0.2497 || KD Loss: 0.0000|| Cost Time: 4:34:33 || Estimated Time: 1:23:03
2023-04-14 04:11:26,470 semantic_segmentation INFO: Iters: 30720/40000 || Lr: 0.005444 || Task Loss: 0.2704 || KD Loss: 0.0000|| Cost Time: 4:34:38 || Estimated Time: 1:22:57
2023-04-14 04:11:31,239 semantic_segmentation INFO: Iters: 30730/40000 || Lr: 0.005438 || Task Loss: 0.2530 || KD Loss: 0.0000|| Cost Time: 4:34:43 || Estimated Time: 1:22:52
2023-04-14 04:11:36,002 semantic_segmentation INFO: Iters: 30740/40000 || Lr: 0.005433 || Task Loss: 0.2807 || KD Loss: 0.0000|| Cost Time: 4:34:48 || Estimated Time: 1:22:46
2023-04-14 04:11:40,741 semantic_segmentation INFO: Iters: 30750/40000 || Lr: 0.005428 || Task Loss: 0.1893 || KD Loss: 0.0000|| Cost Time: 4:34:53 || Estimated Time: 1:22:41
2023-04-14 04:11:45,513 semantic_segmentation INFO: Iters: 30760/40000 || Lr: 0.005423 || Task Loss: 0.4009 || KD Loss: 0.0000|| Cost Time: 4:34:57 || Estimated Time: 1:22:35
2023-04-14 04:11:50,265 semantic_segmentation INFO: Iters: 30770/40000 || Lr: 0.005418 || Task Loss: 0.3463 || KD Loss: 0.0000|| Cost Time: 4:35:02 || Estimated Time: 1:22:30
2023-04-14 04:11:55,003 semantic_segmentation INFO: Iters: 30780/40000 || Lr: 0.005413 || Task Loss: 0.2059 || KD Loss: 0.0000|| Cost Time: 4:35:07 || Estimated Time: 1:22:24
2023-04-14 04:11:59,801 semantic_segmentation INFO: Iters: 30790/40000 || Lr: 0.005407 || Task Loss: 0.2602 || KD Loss: 0.0000|| Cost Time: 4:35:12 || Estimated Time: 1:22:19
2023-04-14 04:12:04,579 semantic_segmentation INFO: Iters: 30800/40000 || Lr: 0.005402 || Task Loss: 0.2303 || KD Loss: 0.0000|| Cost Time: 4:35:16 || Estimated Time: 1:22:13
2023-04-14 04:12:04,915 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:12:07,329 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.939, mIoU: 0.371
2023-04-14 04:12:07,483 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.486
2023-04-14 04:12:07,884 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.499
2023-04-14 04:12:07,980 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.524
2023-04-14 04:12:08,069 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.518
2023-04-14 04:12:08,157 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.521
2023-04-14 04:12:08,230 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.568
2023-04-14 04:12:08,302 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.581
2023-04-14 04:12:08,374 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.599
2023-04-14 04:12:08,450 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.647
2023-04-14 04:12:08,523 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.647
2023-04-14 04:12:08,594 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.674
2023-04-14 04:12:08,665 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.684
2023-04-14 04:12:08,736 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.688
2023-04-14 04:12:08,805 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.688
2023-04-14 04:12:08,876 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.681
2023-04-14 04:12:08,951 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.682
2023-04-14 04:12:09,020 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.684
2023-04-14 04:12:09,093 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.686
2023-04-14 04:12:09,167 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.692
2023-04-14 04:12:09,240 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.693
2023-04-14 04:12:09,321 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.690
2023-04-14 04:12:09,400 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.687
2023-04-14 04:12:09,473 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.696
2023-04-14 04:12:09,546 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.702
2023-04-14 04:12:09,619 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.705
2023-04-14 04:12:09,691 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-14 04:12:09,763 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.696
2023-04-14 04:12:09,833 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.699
2023-04-14 04:12:09,904 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 04:12:09,972 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-14 04:12:10,041 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-14 04:12:10,115 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-14 04:12:10,188 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-14 04:12:10,264 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-14 04:12:10,344 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-14 04:12:10,423 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.694
2023-04-14 04:12:10,499 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.693
2023-04-14 04:12:10,571 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.687
2023-04-14 04:12:10,644 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.686
2023-04-14 04:12:10,717 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.686
2023-04-14 04:12:10,791 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.686
2023-04-14 04:12:10,867 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.686
2023-04-14 04:12:10,946 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.686
2023-04-14 04:12:11,020 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.684
2023-04-14 04:12:11,096 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.685
2023-04-14 04:12:11,173 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.685
2023-04-14 04:12:11,250 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.684
2023-04-14 04:12:11,325 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.686
2023-04-14 04:12:11,405 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.689
2023-04-14 04:12:11,483 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.689
2023-04-14 04:12:11,553 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.695
2023-04-14 04:12:11,623 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.696
2023-04-14 04:12:11,695 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-14 04:12:11,773 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.696
2023-04-14 04:12:11,850 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.698
2023-04-14 04:12:11,929 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.698
2023-04-14 04:12:12,009 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 04:12:12,084 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.707
2023-04-14 04:12:12,156 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.705
2023-04-14 04:12:12,230 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-14 04:12:12,305 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-14 04:12:12,382 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-14 04:12:12,453 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-14 04:12:12,532 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.707
2023-04-14 04:12:12,614 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.706
2023-04-14 04:12:12,696 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.704
2023-04-14 04:12:12,771 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.701
2023-04-14 04:12:12,846 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.699
2023-04-14 04:12:12,920 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-14 04:12:12,997 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.699
2023-04-14 04:12:13,070 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.697
2023-04-14 04:12:13,147 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 04:12:13,221 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 04:12:13,297 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 04:12:13,374 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 04:12:13,445 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 04:12:13,518 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.695
2023-04-14 04:12:13,588 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 04:12:13,660 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.696
2023-04-14 04:12:13,732 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.697
2023-04-14 04:12:13,812 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.697
2023-04-14 04:12:13,889 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.696
2023-04-14 04:12:13,962 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.694
2023-04-14 04:12:14,040 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 04:12:14,114 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 04:12:14,187 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 04:12:14,262 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 04:12:14,335 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-14 04:12:14,412 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-14 04:12:14,490 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.692
2023-04-14 04:12:14,567 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 04:12:14,643 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-14 04:12:14,720 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.690
2023-04-14 04:12:14,796 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.691
2023-04-14 04:12:14,872 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.691
2023-04-14 04:12:14,944 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 04:12:15,019 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.689
2023-04-14 04:12:15,088 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.688
2023-04-14 04:12:15,159 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.688
2023-04-14 04:12:15,231 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.687
2023-04-14 04:12:15,303 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 04:12:15,382 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 04:12:15,460 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 04:12:15,541 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 04:12:15,621 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 04:12:15,699 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 04:12:15,778 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-14 04:12:15,847 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-14 04:12:15,920 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 04:12:15,991 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.686
2023-04-14 04:12:16,066 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 04:12:16,142 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.685
2023-04-14 04:12:16,217 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 04:12:16,293 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 04:12:16,370 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.684
2023-04-14 04:12:16,449 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.688
2023-04-14 04:12:16,524 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.937, mIoU: 0.689
2023-04-14 04:12:16,600 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 04:12:16,672 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 04:12:16,743 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.691
2023-04-14 04:12:16,818 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 04:12:16,894 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.690
2023-04-14 04:12:16,972 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-14 04:12:17,048 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.693
2023-04-14 04:12:17,123 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.693
2023-04-14 04:12:17,194 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-14 04:12:17,266 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.696
2023-04-14 04:12:17,338 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.695
2023-04-14 04:12:17,410 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-14 04:12:17,483 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-14 04:12:17,554 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.695
2023-04-14 04:12:17,624 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-14 04:12:17,698 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-14 04:12:17,770 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-14 04:12:17,845 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-14 04:12:17,921 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-14 04:12:17,999 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-14 04:12:18,076 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.938, mIoU: 0.696
2023-04-14 04:12:18,154 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 04:12:18,227 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 04:12:18,299 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 04:12:18,371 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 04:12:18,442 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-14 04:12:18,513 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-14 04:12:18,587 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 04:12:18,661 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 04:12:18,738 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 04:12:18,818 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.938, mIoU: 0.698
2023-04-14 04:12:18,894 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-14 04:12:18,968 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-14 04:12:19,044 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-14 04:12:19,119 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-14 04:12:19,193 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.939, mIoU: 0.697
2023-04-14 04:12:19,268 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.697
2023-04-14 04:12:19,343 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-14 04:12:19,418 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-14 04:12:19,492 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-14 04:12:19,567 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-14 04:12:19,643 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.939, mIoU: 0.698
2023-04-14 04:12:19,716 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.939, mIoU: 0.697
2023-04-14 04:12:19,788 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-14 04:12:19,864 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-14 04:12:19,942 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.695
2023-04-14 04:12:20,015 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.694
2023-04-14 04:12:20,087 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.938, mIoU: 0.693
2023-04-14 04:12:20,160 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-14 04:12:20,235 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.939, mIoU: 0.693
2023-04-14 04:12:20,309 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-14 04:12:20,384 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-14 04:12:20,460 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-14 04:12:20,537 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.694
2023-04-14 04:12:20,613 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 04:12:20,683 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 04:12:20,753 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 04:12:20,823 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 04:12:20,893 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 04:12:20,959 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 04:12:21,029 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 04:12:21,108 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.940, mIoU: 0.693
2023-04-14 04:12:21,177 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 04:12:21,251 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 04:12:21,331 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 04:12:21,408 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 04:12:21,489 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 04:12:21,564 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 04:12:21,637 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.940, mIoU: 0.692
2023-04-14 04:12:21,712 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-14 04:12:21,783 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-14 04:12:21,854 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-14 04:12:21,930 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.940, mIoU: 0.691
2023-04-14 04:12:22,005 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.941, mIoU: 0.691
2023-04-14 04:12:22,081 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 04:12:22,155 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 04:12:22,230 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 04:12:22,306 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 04:12:22,384 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 04:12:22,459 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 04:12:22,535 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 04:12:22,605 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.941, mIoU: 0.693
2023-04-14 04:12:22,677 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 04:12:22,753 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 04:12:22,832 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 04:12:22,909 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 04:12:22,983 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 04:12:23,057 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 04:12:23,129 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 04:12:23,202 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.941, mIoU: 0.694
2023-04-14 04:12:23,275 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 04:12:23,349 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 04:12:23,419 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 04:12:23,491 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:23,560 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:23,632 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:23,703 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:23,777 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:23,853 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:23,931 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:24,008 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:24,078 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:24,147 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-14 04:12:24,215 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-14 04:12:24,283 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-14 04:12:24,351 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.942, mIoU: 0.691
2023-04-14 04:12:24,418 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-14 04:12:24,484 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.943, mIoU: 0.691
2023-04-14 04:12:24,550 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 04:12:24,615 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.943, mIoU: 0.692
2023-04-14 04:12:24,679 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:24,743 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:24,807 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:24,869 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:24,933 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:24,997 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:25,064 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:25,130 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:25,196 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 04:12:25,264 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 04:12:25,332 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:25,400 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:25,470 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:25,539 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:25,606 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:25,674 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 04:12:25,744 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 04:12:25,812 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.942, mIoU: 0.695
2023-04-14 04:12:25,880 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.942, mIoU: 0.694
2023-04-14 04:12:25,944 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:26,010 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.942, mIoU: 0.692
2023-04-14 04:12:26,076 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.942, mIoU: 0.693
2023-04-14 04:12:26,937 semantic_segmentation INFO: Overall validation pixAcc: 94.746, mIoU: 69.813
2023-04-14 04:12:31,923 semantic_segmentation INFO: Iters: 30810/40000 || Lr: 0.005397 || Task Loss: 0.3230 || KD Loss: 0.0000|| Cost Time: 4:35:44 || Estimated Time: 1:22:14
2023-04-14 04:12:36,717 semantic_segmentation INFO: Iters: 30820/40000 || Lr: 0.005392 || Task Loss: 0.3806 || KD Loss: 0.0000|| Cost Time: 4:35:48 || Estimated Time: 1:22:09
2023-04-14 04:12:41,493 semantic_segmentation INFO: Iters: 30830/40000 || Lr: 0.005387 || Task Loss: 0.2707 || KD Loss: 0.0000|| Cost Time: 4:35:53 || Estimated Time: 1:22:03
2023-04-14 04:12:46,246 semantic_segmentation INFO: Iters: 30840/40000 || Lr: 0.005381 || Task Loss: 0.2820 || KD Loss: 0.0000|| Cost Time: 4:35:58 || Estimated Time: 1:21:58
2023-04-14 04:12:50,970 semantic_segmentation INFO: Iters: 30850/40000 || Lr: 0.005376 || Task Loss: 0.2415 || KD Loss: 0.0000|| Cost Time: 4:36:03 || Estimated Time: 1:21:52
2023-04-14 04:12:55,749 semantic_segmentation INFO: Iters: 30860/40000 || Lr: 0.005371 || Task Loss: 0.2615 || KD Loss: 0.0000|| Cost Time: 4:36:08 || Estimated Time: 1:21:46
2023-04-14 04:13:00,525 semantic_segmentation INFO: Iters: 30870/40000 || Lr: 0.005366 || Task Loss: 0.2174 || KD Loss: 0.0000|| Cost Time: 4:36:12 || Estimated Time: 1:21:41
2023-04-14 04:13:05,312 semantic_segmentation INFO: Iters: 30880/40000 || Lr: 0.005361 || Task Loss: 0.2497 || KD Loss: 0.0000|| Cost Time: 4:36:17 || Estimated Time: 1:21:35
2023-04-14 04:13:10,111 semantic_segmentation INFO: Iters: 30890/40000 || Lr: 0.005355 || Task Loss: 0.1975 || KD Loss: 0.0000|| Cost Time: 4:36:22 || Estimated Time: 1:21:30
2023-04-14 04:13:14,885 semantic_segmentation INFO: Iters: 30900/40000 || Lr: 0.005350 || Task Loss: 0.2946 || KD Loss: 0.0000|| Cost Time: 4:36:27 || Estimated Time: 1:21:24
2023-04-14 04:13:19,680 semantic_segmentation INFO: Iters: 30910/40000 || Lr: 0.005345 || Task Loss: 0.1851 || KD Loss: 0.0000|| Cost Time: 4:36:31 || Estimated Time: 1:21:19
2023-04-14 04:13:24,449 semantic_segmentation INFO: Iters: 30920/40000 || Lr: 0.005340 || Task Loss: 0.2998 || KD Loss: 0.0000|| Cost Time: 4:36:36 || Estimated Time: 1:21:13
2023-04-14 04:13:29,206 semantic_segmentation INFO: Iters: 30930/40000 || Lr: 0.005335 || Task Loss: 0.2107 || KD Loss: 0.0000|| Cost Time: 4:36:41 || Estimated Time: 1:21:08
2023-04-14 04:13:33,986 semantic_segmentation INFO: Iters: 30940/40000 || Lr: 0.005329 || Task Loss: 0.2146 || KD Loss: 0.0000|| Cost Time: 4:36:46 || Estimated Time: 1:21:02
2023-04-14 04:13:38,737 semantic_segmentation INFO: Iters: 30950/40000 || Lr: 0.005324 || Task Loss: 0.2191 || KD Loss: 0.0000|| Cost Time: 4:36:51 || Estimated Time: 1:20:57
2023-04-14 04:13:43,496 semantic_segmentation INFO: Iters: 30960/40000 || Lr: 0.005319 || Task Loss: 0.2369 || KD Loss: 0.0000|| Cost Time: 4:36:55 || Estimated Time: 1:20:51
2023-04-14 04:13:48,255 semantic_segmentation INFO: Iters: 30970/40000 || Lr: 0.005314 || Task Loss: 0.2540 || KD Loss: 0.0000|| Cost Time: 4:37:00 || Estimated Time: 1:20:46
2023-04-14 04:13:53,022 semantic_segmentation INFO: Iters: 30980/40000 || Lr: 0.005309 || Task Loss: 0.2270 || KD Loss: 0.0000|| Cost Time: 4:37:05 || Estimated Time: 1:20:40
2023-04-14 04:13:57,830 semantic_segmentation INFO: Iters: 30990/40000 || Lr: 0.005303 || Task Loss: 0.2026 || KD Loss: 0.0000|| Cost Time: 4:37:10 || Estimated Time: 1:20:34
2023-04-14 04:14:02,586 semantic_segmentation INFO: Iters: 31000/40000 || Lr: 0.005298 || Task Loss: 0.2995 || KD Loss: 0.0000|| Cost Time: 4:37:14 || Estimated Time: 1:20:29
2023-04-14 04:14:07,373 semantic_segmentation INFO: Iters: 31010/40000 || Lr: 0.005293 || Task Loss: 0.1911 || KD Loss: 0.0000|| Cost Time: 4:37:19 || Estimated Time: 1:20:23
2023-04-14 04:14:12,161 semantic_segmentation INFO: Iters: 31020/40000 || Lr: 0.005288 || Task Loss: 0.2662 || KD Loss: 0.0000|| Cost Time: 4:37:24 || Estimated Time: 1:20:18
2023-04-14 04:14:16,933 semantic_segmentation INFO: Iters: 31030/40000 || Lr: 0.005283 || Task Loss: 0.2358 || KD Loss: 0.0000|| Cost Time: 4:37:29 || Estimated Time: 1:20:12
2023-04-14 04:14:21,776 semantic_segmentation INFO: Iters: 31040/40000 || Lr: 0.005277 || Task Loss: 0.2148 || KD Loss: 0.0000|| Cost Time: 4:37:34 || Estimated Time: 1:20:07
2023-04-14 04:14:26,555 semantic_segmentation INFO: Iters: 31050/40000 || Lr: 0.005272 || Task Loss: 0.2496 || KD Loss: 0.0000|| Cost Time: 4:37:38 || Estimated Time: 1:20:01
2023-04-14 04:14:31,332 semantic_segmentation INFO: Iters: 31060/40000 || Lr: 0.005267 || Task Loss: 0.2013 || KD Loss: 0.0000|| Cost Time: 4:37:43 || Estimated Time: 1:19:56
2023-04-14 04:14:36,116 semantic_segmentation INFO: Iters: 31070/40000 || Lr: 0.005262 || Task Loss: 0.1831 || KD Loss: 0.0000|| Cost Time: 4:37:48 || Estimated Time: 1:19:50
2023-04-14 04:14:40,890 semantic_segmentation INFO: Iters: 31080/40000 || Lr: 0.005257 || Task Loss: 0.3522 || KD Loss: 0.0000|| Cost Time: 4:37:53 || Estimated Time: 1:19:45
2023-04-14 04:14:45,666 semantic_segmentation INFO: Iters: 31090/40000 || Lr: 0.005251 || Task Loss: 0.2194 || KD Loss: 0.0000|| Cost Time: 4:37:57 || Estimated Time: 1:19:39
2023-04-14 04:14:50,507 semantic_segmentation INFO: Iters: 31100/40000 || Lr: 0.005246 || Task Loss: 0.2230 || KD Loss: 0.0000|| Cost Time: 4:38:02 || Estimated Time: 1:19:34
2023-04-14 04:14:55,259 semantic_segmentation INFO: Iters: 31110/40000 || Lr: 0.005241 || Task Loss: 0.2385 || KD Loss: 0.0000|| Cost Time: 4:38:07 || Estimated Time: 1:19:28
2023-04-14 04:15:00,055 semantic_segmentation INFO: Iters: 31120/40000 || Lr: 0.005236 || Task Loss: 0.1683 || KD Loss: 0.0000|| Cost Time: 4:38:12 || Estimated Time: 1:19:23
2023-04-14 04:15:04,835 semantic_segmentation INFO: Iters: 31130/40000 || Lr: 0.005231 || Task Loss: 0.2959 || KD Loss: 0.0000|| Cost Time: 4:38:17 || Estimated Time: 1:19:17
2023-04-14 04:15:09,628 semantic_segmentation INFO: Iters: 31140/40000 || Lr: 0.005225 || Task Loss: 0.2680 || KD Loss: 0.0000|| Cost Time: 4:38:21 || Estimated Time: 1:19:11
2023-04-14 04:15:14,401 semantic_segmentation INFO: Iters: 31150/40000 || Lr: 0.005220 || Task Loss: 0.2337 || KD Loss: 0.0000|| Cost Time: 4:38:26 || Estimated Time: 1:19:06
2023-04-14 04:15:19,153 semantic_segmentation INFO: Iters: 31160/40000 || Lr: 0.005215 || Task Loss: 0.2582 || KD Loss: 0.0000|| Cost Time: 4:38:31 || Estimated Time: 1:19:00
2023-04-14 04:15:23,908 semantic_segmentation INFO: Iters: 31170/40000 || Lr: 0.005210 || Task Loss: 0.3779 || KD Loss: 0.0000|| Cost Time: 4:38:36 || Estimated Time: 1:18:55
2023-04-14 04:15:28,696 semantic_segmentation INFO: Iters: 31180/40000 || Lr: 0.005205 || Task Loss: 0.2122 || KD Loss: 0.0000|| Cost Time: 4:38:40 || Estimated Time: 1:18:49
2023-04-14 04:15:33,461 semantic_segmentation INFO: Iters: 31190/40000 || Lr: 0.005199 || Task Loss: 0.1784 || KD Loss: 0.0000|| Cost Time: 4:38:45 || Estimated Time: 1:18:44
2023-04-14 04:15:38,227 semantic_segmentation INFO: Iters: 31200/40000 || Lr: 0.005194 || Task Loss: 0.2896 || KD Loss: 0.0000|| Cost Time: 4:38:50 || Estimated Time: 1:18:38
2023-04-14 04:15:38,522 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:15:40,780 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.408
2023-04-14 04:15:41,081 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.480
2023-04-14 04:15:41,225 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.494
2023-04-14 04:15:41,429 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.515
2023-04-14 04:15:41,525 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.505
2023-04-14 04:15:41,619 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.509
2023-04-14 04:15:41,715 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.551
2023-04-14 04:15:41,798 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.566
2023-04-14 04:15:41,868 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.587
2023-04-14 04:15:41,940 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.647
2023-04-14 04:15:42,010 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.657
2023-04-14 04:15:42,087 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.683
2023-04-14 04:15:42,155 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.682
2023-04-14 04:15:42,232 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.670
2023-04-14 04:15:42,321 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.646
2023-04-14 04:15:42,400 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.640
2023-04-14 04:15:42,475 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.641
2023-04-14 04:15:42,558 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.641
2023-04-14 04:15:42,631 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.648
2023-04-14 04:15:42,703 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.653
2023-04-14 04:15:42,778 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.656
2023-04-14 04:15:42,854 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.685
2023-04-14 04:15:42,928 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.685
2023-04-14 04:15:43,004 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.692
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2023-04-14 04:15:43,150 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.704
2023-04-14 04:15:43,225 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.694
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2023-04-14 04:15:43,366 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.691
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2023-04-14 04:15:43,512 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.693
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2023-04-14 04:15:43,966 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.692
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2023-04-14 04:15:47,559 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.677
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2023-04-14 04:15:49,471 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.676
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2023-04-14 04:15:49,847 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.675
2023-04-14 04:15:49,918 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.674
2023-04-14 04:15:50,002 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.678
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2023-04-14 04:15:50,149 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.680
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2023-04-14 04:15:50,748 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.685
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2023-04-14 04:15:51,052 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.684
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2023-04-14 04:15:51,419 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.684
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2023-04-14 04:15:51,637 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.686
2023-04-14 04:15:51,715 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.689
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2023-04-14 04:15:51,941 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.687
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2023-04-14 04:15:56,774 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-14 04:15:56,851 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-14 04:15:56,931 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-14 04:15:57,008 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-14 04:15:57,081 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:57,155 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:57,227 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:57,297 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:57,369 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:57,443 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:57,515 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:57,589 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:57,664 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-14 04:15:57,736 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-14 04:15:57,806 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-14 04:15:57,875 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.939, mIoU: 0.675
2023-04-14 04:15:57,943 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.940, mIoU: 0.674
2023-04-14 04:15:58,014 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.940, mIoU: 0.674
2023-04-14 04:15:58,084 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.940, mIoU: 0.674
2023-04-14 04:15:58,155 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-14 04:15:58,224 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-14 04:15:58,291 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:58,358 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 04:15:58,422 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.939, mIoU: 0.670
2023-04-14 04:15:58,485 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 04:15:58,550 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 04:15:58,614 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 04:15:58,679 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 04:15:58,744 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.939, mIoU: 0.671
2023-04-14 04:15:58,809 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:58,880 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:58,951 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:59,020 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.939, mIoU: 0.672
2023-04-14 04:15:59,088 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-14 04:15:59,156 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-14 04:15:59,227 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.939, mIoU: 0.673
2023-04-14 04:15:59,296 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-14 04:15:59,366 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.940, mIoU: 0.674
2023-04-14 04:15:59,434 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-14 04:15:59,502 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.939, mIoU: 0.674
2023-04-14 04:15:59,569 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-14 04:15:59,638 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.940, mIoU: 0.674
2023-04-14 04:15:59,707 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.940, mIoU: 0.675
2023-04-14 04:16:00,638 semantic_segmentation INFO: Overall validation pixAcc: 94.572, mIoU: 68.659
2023-04-14 04:16:05,543 semantic_segmentation INFO: Iters: 31210/40000 || Lr: 0.005189 || Task Loss: 0.2409 || KD Loss: 0.0000|| Cost Time: 4:39:17 || Estimated Time: 1:18:39
2023-04-14 04:16:10,310 semantic_segmentation INFO: Iters: 31220/40000 || Lr: 0.005184 || Task Loss: 0.1636 || KD Loss: 0.0000|| Cost Time: 4:39:22 || Estimated Time: 1:18:34
2023-04-14 04:16:15,044 semantic_segmentation INFO: Iters: 31230/40000 || Lr: 0.005179 || Task Loss: 0.2021 || KD Loss: 0.0000|| Cost Time: 4:39:27 || Estimated Time: 1:18:28
2023-04-14 04:16:19,804 semantic_segmentation INFO: Iters: 31240/40000 || Lr: 0.005173 || Task Loss: 0.2388 || KD Loss: 0.0000|| Cost Time: 4:39:32 || Estimated Time: 1:18:22
2023-04-14 04:16:24,592 semantic_segmentation INFO: Iters: 31250/40000 || Lr: 0.005168 || Task Loss: 0.2761 || KD Loss: 0.0000|| Cost Time: 4:39:36 || Estimated Time: 1:18:17
2023-04-14 04:16:29,347 semantic_segmentation INFO: Iters: 31260/40000 || Lr: 0.005163 || Task Loss: 0.2328 || KD Loss: 0.0000|| Cost Time: 4:39:41 || Estimated Time: 1:18:11
2023-04-14 04:16:34,117 semantic_segmentation INFO: Iters: 31270/40000 || Lr: 0.005158 || Task Loss: 0.1799 || KD Loss: 0.0000|| Cost Time: 4:39:46 || Estimated Time: 1:18:06
2023-04-14 04:16:38,875 semantic_segmentation INFO: Iters: 31280/40000 || Lr: 0.005153 || Task Loss: 0.2477 || KD Loss: 0.0000|| Cost Time: 4:39:51 || Estimated Time: 1:18:00
2023-04-14 04:16:43,694 semantic_segmentation INFO: Iters: 31290/40000 || Lr: 0.005147 || Task Loss: 0.1970 || KD Loss: 0.0000|| Cost Time: 4:39:55 || Estimated Time: 1:17:55
2023-04-14 04:16:48,475 semantic_segmentation INFO: Iters: 31300/40000 || Lr: 0.005142 || Task Loss: 0.1975 || KD Loss: 0.0000|| Cost Time: 4:40:00 || Estimated Time: 1:17:49
2023-04-14 04:16:53,263 semantic_segmentation INFO: Iters: 31310/40000 || Lr: 0.005137 || Task Loss: 0.2073 || KD Loss: 0.0000|| Cost Time: 4:40:05 || Estimated Time: 1:17:44
2023-04-14 04:16:58,032 semantic_segmentation INFO: Iters: 31320/40000 || Lr: 0.005132 || Task Loss: 0.2800 || KD Loss: 0.0000|| Cost Time: 4:40:10 || Estimated Time: 1:17:38
2023-04-14 04:17:02,762 semantic_segmentation INFO: Iters: 31330/40000 || Lr: 0.005126 || Task Loss: 0.2205 || KD Loss: 0.0000|| Cost Time: 4:40:15 || Estimated Time: 1:17:33
2023-04-14 04:17:07,516 semantic_segmentation INFO: Iters: 31340/40000 || Lr: 0.005121 || Task Loss: 0.2848 || KD Loss: 0.0000|| Cost Time: 4:40:19 || Estimated Time: 1:17:27
2023-04-14 04:17:12,287 semantic_segmentation INFO: Iters: 31350/40000 || Lr: 0.005116 || Task Loss: 0.1749 || KD Loss: 0.0000|| Cost Time: 4:40:24 || Estimated Time: 1:17:22
2023-04-14 04:17:17,078 semantic_segmentation INFO: Iters: 31360/40000 || Lr: 0.005111 || Task Loss: 0.2787 || KD Loss: 0.0000|| Cost Time: 4:40:29 || Estimated Time: 1:17:16
2023-04-14 04:17:21,847 semantic_segmentation INFO: Iters: 31370/40000 || Lr: 0.005106 || Task Loss: 0.1711 || KD Loss: 0.0000|| Cost Time: 4:40:34 || Estimated Time: 1:17:11
2023-04-14 04:17:26,619 semantic_segmentation INFO: Iters: 31380/40000 || Lr: 0.005100 || Task Loss: 0.1918 || KD Loss: 0.0000|| Cost Time: 4:40:38 || Estimated Time: 1:17:05
2023-04-14 04:17:31,427 semantic_segmentation INFO: Iters: 31390/40000 || Lr: 0.005095 || Task Loss: 0.2930 || KD Loss: 0.0000|| Cost Time: 4:40:43 || Estimated Time: 1:17:00
2023-04-14 04:17:36,191 semantic_segmentation INFO: Iters: 31400/40000 || Lr: 0.005090 || Task Loss: 0.2673 || KD Loss: 0.0000|| Cost Time: 4:40:48 || Estimated Time: 1:16:54
2023-04-14 04:17:40,966 semantic_segmentation INFO: Iters: 31410/40000 || Lr: 0.005085 || Task Loss: 0.2881 || KD Loss: 0.0000|| Cost Time: 4:40:53 || Estimated Time: 1:16:48
2023-04-14 04:17:45,714 semantic_segmentation INFO: Iters: 31420/40000 || Lr: 0.005079 || Task Loss: 0.2319 || KD Loss: 0.0000|| Cost Time: 4:40:57 || Estimated Time: 1:16:43
2023-04-14 04:17:50,521 semantic_segmentation INFO: Iters: 31430/40000 || Lr: 0.005074 || Task Loss: 0.2498 || KD Loss: 0.0000|| Cost Time: 4:41:02 || Estimated Time: 1:16:37
2023-04-14 04:17:55,326 semantic_segmentation INFO: Iters: 31440/40000 || Lr: 0.005069 || Task Loss: 0.2238 || KD Loss: 0.0000|| Cost Time: 4:41:07 || Estimated Time: 1:16:32
2023-04-14 04:18:00,093 semantic_segmentation INFO: Iters: 31450/40000 || Lr: 0.005064 || Task Loss: 0.2390 || KD Loss: 0.0000|| Cost Time: 4:41:12 || Estimated Time: 1:16:26
2023-04-14 04:18:04,921 semantic_segmentation INFO: Iters: 31460/40000 || Lr: 0.005059 || Task Loss: 0.1656 || KD Loss: 0.0000|| Cost Time: 4:41:17 || Estimated Time: 1:16:21
2023-04-14 04:18:09,655 semantic_segmentation INFO: Iters: 31470/40000 || Lr: 0.005053 || Task Loss: 0.2030 || KD Loss: 0.0000|| Cost Time: 4:41:21 || Estimated Time: 1:16:15
2023-04-14 04:18:14,430 semantic_segmentation INFO: Iters: 31480/40000 || Lr: 0.005048 || Task Loss: 0.2289 || KD Loss: 0.0000|| Cost Time: 4:41:26 || Estimated Time: 1:16:10
2023-04-14 04:18:19,202 semantic_segmentation INFO: Iters: 31490/40000 || Lr: 0.005043 || Task Loss: 0.1655 || KD Loss: 0.0000|| Cost Time: 4:41:31 || Estimated Time: 1:16:04
2023-04-14 04:18:23,957 semantic_segmentation INFO: Iters: 31500/40000 || Lr: 0.005038 || Task Loss: 0.3412 || KD Loss: 0.0000|| Cost Time: 4:41:36 || Estimated Time: 1:15:59
2023-04-14 04:18:28,752 semantic_segmentation INFO: Iters: 31510/40000 || Lr: 0.005032 || Task Loss: 0.2375 || KD Loss: 0.0000|| Cost Time: 4:41:41 || Estimated Time: 1:15:53
2023-04-14 04:18:33,512 semantic_segmentation INFO: Iters: 31520/40000 || Lr: 0.005027 || Task Loss: 0.2334 || KD Loss: 0.0000|| Cost Time: 4:41:45 || Estimated Time: 1:15:48
2023-04-14 04:18:38,317 semantic_segmentation INFO: Iters: 31530/40000 || Lr: 0.005022 || Task Loss: 0.2118 || KD Loss: 0.0000|| Cost Time: 4:41:50 || Estimated Time: 1:15:42
2023-04-14 04:18:43,105 semantic_segmentation INFO: Iters: 31540/40000 || Lr: 0.005017 || Task Loss: 0.2222 || KD Loss: 0.0000|| Cost Time: 4:41:55 || Estimated Time: 1:15:37
2023-04-14 04:18:47,868 semantic_segmentation INFO: Iters: 31550/40000 || Lr: 0.005012 || Task Loss: 0.1908 || KD Loss: 0.0000|| Cost Time: 4:42:00 || Estimated Time: 1:15:31
2023-04-14 04:18:52,607 semantic_segmentation INFO: Iters: 31560/40000 || Lr: 0.005006 || Task Loss: 0.2534 || KD Loss: 0.0000|| Cost Time: 4:42:04 || Estimated Time: 1:15:26
2023-04-14 04:18:57,357 semantic_segmentation INFO: Iters: 31570/40000 || Lr: 0.005001 || Task Loss: 0.1888 || KD Loss: 0.0000|| Cost Time: 4:42:09 || Estimated Time: 1:15:20
2023-04-14 04:19:02,149 semantic_segmentation INFO: Iters: 31580/40000 || Lr: 0.004996 || Task Loss: 0.2589 || KD Loss: 0.0000|| Cost Time: 4:42:14 || Estimated Time: 1:15:15
2023-04-14 04:19:06,923 semantic_segmentation INFO: Iters: 31590/40000 || Lr: 0.004991 || Task Loss: 0.2650 || KD Loss: 0.0000|| Cost Time: 4:42:19 || Estimated Time: 1:15:09
2023-04-14 04:19:11,715 semantic_segmentation INFO: Iters: 31600/40000 || Lr: 0.004985 || Task Loss: 0.1909 || KD Loss: 0.0000|| Cost Time: 4:42:23 || Estimated Time: 1:15:04
2023-04-14 04:19:12,018 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:19:14,915 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.411
2023-04-14 04:19:15,017 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.501
2023-04-14 04:19:15,115 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.517
2023-04-14 04:19:15,201 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.542
2023-04-14 04:19:15,278 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.534
2023-04-14 04:19:15,349 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.535
2023-04-14 04:19:15,423 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.571
2023-04-14 04:19:15,501 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.618
2023-04-14 04:19:15,578 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.637
2023-04-14 04:19:15,651 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.689
2023-04-14 04:19:15,726 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.691
2023-04-14 04:19:15,796 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.725
2023-04-14 04:19:15,872 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.726
2023-04-14 04:19:15,947 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.715
2023-04-14 04:19:16,033 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.717
2023-04-14 04:19:16,104 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.709
2023-04-14 04:19:16,173 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.711
2023-04-14 04:19:16,250 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.717
2023-04-14 04:19:16,332 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.720
2023-04-14 04:19:16,415 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.725
2023-04-14 04:19:16,494 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.725
2023-04-14 04:19:16,572 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.697
2023-04-14 04:19:16,649 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.698
2023-04-14 04:19:16,723 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.704
2023-04-14 04:19:16,805 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.709
2023-04-14 04:19:16,885 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.712
2023-04-14 04:19:16,960 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.705
2023-04-14 04:19:17,035 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.702
2023-04-14 04:19:17,109 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.706
2023-04-14 04:19:17,187 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-14 04:19:17,259 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-14 04:19:17,336 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.695
2023-04-14 04:19:17,409 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.697
2023-04-14 04:19:17,483 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.696
2023-04-14 04:19:17,560 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-14 04:19:17,634 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.697
2023-04-14 04:19:17,708 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.694
2023-04-14 04:19:17,780 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.694
2023-04-14 04:19:17,854 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.688
2023-04-14 04:19:17,924 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.689
2023-04-14 04:19:18,000 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.689
2023-04-14 04:19:18,075 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.688
2023-04-14 04:19:18,152 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.690
2023-04-14 04:19:18,230 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.691
2023-04-14 04:19:18,314 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.690
2023-04-14 04:19:18,392 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.691
2023-04-14 04:19:18,467 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.691
2023-04-14 04:19:18,546 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.690
2023-04-14 04:19:18,617 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.695
2023-04-14 04:19:18,692 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.698
2023-04-14 04:19:18,768 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.698
2023-04-14 04:19:18,845 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.704
2023-04-14 04:19:18,923 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.705
2023-04-14 04:19:18,996 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.707
2023-04-14 04:19:19,073 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.706
2023-04-14 04:19:19,146 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 04:19:19,215 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.709
2023-04-14 04:19:19,286 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.715
2023-04-14 04:19:19,360 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-14 04:19:19,432 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:19:19,503 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.719
2023-04-14 04:19:19,578 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-14 04:19:19,655 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.720
2023-04-14 04:19:19,729 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-14 04:19:19,807 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:19:19,881 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:19:19,954 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:19:20,031 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:19:20,107 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-14 04:19:20,183 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-14 04:19:20,255 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-14 04:19:20,328 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.721
2023-04-14 04:19:20,402 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:19:20,479 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:19:20,558 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:19:20,636 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:19:20,711 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.719
2023-04-14 04:19:20,803 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.719
2023-04-14 04:19:20,874 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.719
2023-04-14 04:19:20,947 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.720
2023-04-14 04:19:21,025 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-14 04:19:21,098 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-14 04:19:21,172 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-14 04:19:21,252 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:19:21,327 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.713
2023-04-14 04:19:21,404 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.713
2023-04-14 04:19:21,478 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-14 04:19:21,552 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.714
2023-04-14 04:19:21,635 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.713
2023-04-14 04:19:21,716 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.713
2023-04-14 04:19:21,793 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.714
2023-04-14 04:19:21,867 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:21,943 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:22,021 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:22,103 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:19:22,182 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:19:22,256 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:19:22,329 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:19:22,403 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:22,478 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:22,548 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-14 04:19:22,624 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-14 04:19:22,694 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-14 04:19:22,767 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:19:22,841 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:19:22,913 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:19:22,992 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:19:23,065 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:19:23,142 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:19:23,217 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-14 04:19:23,292 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.726
2023-04-14 04:19:23,364 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-14 04:19:23,438 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:19:23,513 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:19:23,585 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:19:23,665 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:19:23,740 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:19:23,816 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:19:23,894 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:19:23,978 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:19:24,055 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:19:24,126 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:19:24,200 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:19:24,272 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:19:24,343 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:19:24,415 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:19:24,484 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:19:24,557 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:19:24,631 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:19:24,710 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:19:24,795 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:19:24,868 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:19:24,944 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:19:25,021 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:25,094 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:25,168 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:25,239 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:25,314 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:25,383 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:25,460 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:25,537 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:19:25,613 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:25,692 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:25,766 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:25,838 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:25,911 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:25,983 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:26,056 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:26,129 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:26,200 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:19:26,274 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:26,354 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:19:26,429 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:26,505 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:26,582 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:26,660 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:26,733 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:19:26,807 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:19:26,880 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-14 04:19:26,954 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-14 04:19:27,028 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:19:27,100 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:19:27,177 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:19:27,257 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:19:27,330 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:19:27,406 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:19:27,483 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:19:27,554 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:27,630 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:27,705 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:27,778 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:19:27,858 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:19:27,934 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,012 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,085 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,162 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,235 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,305 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,376 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,447 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,519 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,590 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,663 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:19:28,738 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:19:28,815 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:19:28,894 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:19:28,967 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:19:29,041 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:19:29,115 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:19:29,186 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:19:29,260 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:19:29,335 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:19:29,411 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:19:29,482 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:19:29,554 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:19:29,634 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:19:29,720 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:19:29,797 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-14 04:19:29,872 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-14 04:19:29,944 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-14 04:19:30,020 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:19:30,095 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:19:30,169 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:19:30,245 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-14 04:19:30,320 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-14 04:19:30,397 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-14 04:19:30,471 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-14 04:19:30,547 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:19:30,622 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:19:30,695 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:30,768 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:19:30,842 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:30,919 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:31,002 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:31,077 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:31,152 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:31,229 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:31,301 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:31,373 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:31,441 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:19:31,508 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:19:31,575 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:31,642 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:19:31,709 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:19:31,775 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:19:31,841 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:19:31,907 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:19:31,972 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:19:32,036 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:19:32,099 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:32,162 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:19:32,223 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:19:32,287 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:19:32,350 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:19:32,415 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:19:32,481 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:19:32,547 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:32,615 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:32,683 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:19:32,752 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:19:32,820 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:32,891 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:32,962 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:19:33,032 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:19:33,102 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:19:33,171 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-14 04:19:33,240 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:19:33,307 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:19:33,377 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:19:33,446 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:19:34,060 semantic_segmentation INFO: Overall validation pixAcc: 95.386, mIoU: 73.860
2023-04-14 04:19:39,265 semantic_segmentation INFO: Iters: 31610/40000 || Lr: 0.004980 || Task Loss: 0.2841 || KD Loss: 0.0000|| Cost Time: 4:42:51 || Estimated Time: 1:15:04
2023-04-14 04:19:43,996 semantic_segmentation INFO: Iters: 31620/40000 || Lr: 0.004975 || Task Loss: 0.2897 || KD Loss: 0.0000|| Cost Time: 4:42:56 || Estimated Time: 1:14:59
2023-04-14 04:19:48,733 semantic_segmentation INFO: Iters: 31630/40000 || Lr: 0.004970 || Task Loss: 0.3338 || KD Loss: 0.0000|| Cost Time: 4:43:01 || Estimated Time: 1:14:53
2023-04-14 04:19:53,471 semantic_segmentation INFO: Iters: 31640/40000 || Lr: 0.004964 || Task Loss: 0.2097 || KD Loss: 0.0000|| Cost Time: 4:43:05 || Estimated Time: 1:14:47
2023-04-14 04:19:58,263 semantic_segmentation INFO: Iters: 31650/40000 || Lr: 0.004959 || Task Loss: 0.2633 || KD Loss: 0.0000|| Cost Time: 4:43:10 || Estimated Time: 1:14:42
2023-04-14 04:20:02,982 semantic_segmentation INFO: Iters: 31660/40000 || Lr: 0.004954 || Task Loss: 0.2019 || KD Loss: 0.0000|| Cost Time: 4:43:15 || Estimated Time: 1:14:36
2023-04-14 04:20:07,737 semantic_segmentation INFO: Iters: 31670/40000 || Lr: 0.004949 || Task Loss: 0.1734 || KD Loss: 0.0000|| Cost Time: 4:43:20 || Estimated Time: 1:14:31
2023-04-14 04:20:12,497 semantic_segmentation INFO: Iters: 31680/40000 || Lr: 0.004943 || Task Loss: 0.3097 || KD Loss: 0.0000|| Cost Time: 4:43:24 || Estimated Time: 1:14:25
2023-04-14 04:20:17,266 semantic_segmentation INFO: Iters: 31690/40000 || Lr: 0.004938 || Task Loss: 0.2950 || KD Loss: 0.0000|| Cost Time: 4:43:29 || Estimated Time: 1:14:20
2023-04-14 04:20:21,966 semantic_segmentation INFO: Iters: 31700/40000 || Lr: 0.004933 || Task Loss: 0.2755 || KD Loss: 0.0000|| Cost Time: 4:43:34 || Estimated Time: 1:14:14
2023-04-14 04:20:26,734 semantic_segmentation INFO: Iters: 31710/40000 || Lr: 0.004928 || Task Loss: 0.2308 || KD Loss: 0.0000|| Cost Time: 4:43:39 || Estimated Time: 1:14:09
2023-04-14 04:20:31,487 semantic_segmentation INFO: Iters: 31720/40000 || Lr: 0.004923 || Task Loss: 0.1993 || KD Loss: 0.0000|| Cost Time: 4:43:43 || Estimated Time: 1:14:03
2023-04-14 04:20:36,203 semantic_segmentation INFO: Iters: 31730/40000 || Lr: 0.004917 || Task Loss: 0.4158 || KD Loss: 0.0000|| Cost Time: 4:43:48 || Estimated Time: 1:13:58
2023-04-14 04:20:40,996 semantic_segmentation INFO: Iters: 31740/40000 || Lr: 0.004912 || Task Loss: 0.1784 || KD Loss: 0.0000|| Cost Time: 4:43:53 || Estimated Time: 1:13:52
2023-04-14 04:20:45,764 semantic_segmentation INFO: Iters: 31750/40000 || Lr: 0.004907 || Task Loss: 0.2515 || KD Loss: 0.0000|| Cost Time: 4:43:58 || Estimated Time: 1:13:47
2023-04-14 04:20:50,488 semantic_segmentation INFO: Iters: 31760/40000 || Lr: 0.004902 || Task Loss: 0.3580 || KD Loss: 0.0000|| Cost Time: 4:44:02 || Estimated Time: 1:13:41
2023-04-14 04:20:55,305 semantic_segmentation INFO: Iters: 31770/40000 || Lr: 0.004896 || Task Loss: 0.2800 || KD Loss: 0.0000|| Cost Time: 4:44:07 || Estimated Time: 1:13:36
2023-04-14 04:21:00,098 semantic_segmentation INFO: Iters: 31780/40000 || Lr: 0.004891 || Task Loss: 0.2435 || KD Loss: 0.0000|| Cost Time: 4:44:12 || Estimated Time: 1:13:30
2023-04-14 04:21:04,873 semantic_segmentation INFO: Iters: 31790/40000 || Lr: 0.004886 || Task Loss: 0.2290 || KD Loss: 0.0000|| Cost Time: 4:44:17 || Estimated Time: 1:13:25
2023-04-14 04:21:09,639 semantic_segmentation INFO: Iters: 31800/40000 || Lr: 0.004881 || Task Loss: 0.2504 || KD Loss: 0.0000|| Cost Time: 4:44:21 || Estimated Time: 1:13:19
2023-04-14 04:21:14,473 semantic_segmentation INFO: Iters: 31810/40000 || Lr: 0.004875 || Task Loss: 0.2782 || KD Loss: 0.0000|| Cost Time: 4:44:26 || Estimated Time: 1:13:14
2023-04-14 04:21:19,282 semantic_segmentation INFO: Iters: 31820/40000 || Lr: 0.004870 || Task Loss: 0.2361 || KD Loss: 0.0000|| Cost Time: 4:44:31 || Estimated Time: 1:13:08
2023-04-14 04:21:24,054 semantic_segmentation INFO: Iters: 31830/40000 || Lr: 0.004865 || Task Loss: 0.2307 || KD Loss: 0.0000|| Cost Time: 4:44:36 || Estimated Time: 1:13:03
2023-04-14 04:21:28,828 semantic_segmentation INFO: Iters: 31840/40000 || Lr: 0.004860 || Task Loss: 0.2436 || KD Loss: 0.0000|| Cost Time: 4:44:41 || Estimated Time: 1:12:57
2023-04-14 04:21:33,557 semantic_segmentation INFO: Iters: 31850/40000 || Lr: 0.004854 || Task Loss: 0.2023 || KD Loss: 0.0000|| Cost Time: 4:44:45 || Estimated Time: 1:12:51
2023-04-14 04:21:38,343 semantic_segmentation INFO: Iters: 31860/40000 || Lr: 0.004849 || Task Loss: 0.2180 || KD Loss: 0.0000|| Cost Time: 4:44:50 || Estimated Time: 1:12:46
2023-04-14 04:21:43,112 semantic_segmentation INFO: Iters: 31870/40000 || Lr: 0.004844 || Task Loss: 0.1982 || KD Loss: 0.0000|| Cost Time: 4:44:55 || Estimated Time: 1:12:40
2023-04-14 04:21:47,900 semantic_segmentation INFO: Iters: 31880/40000 || Lr: 0.004839 || Task Loss: 0.2861 || KD Loss: 0.0000|| Cost Time: 4:45:00 || Estimated Time: 1:12:35
2023-04-14 04:21:52,679 semantic_segmentation INFO: Iters: 31890/40000 || Lr: 0.004833 || Task Loss: 0.1953 || KD Loss: 0.0000|| Cost Time: 4:45:04 || Estimated Time: 1:12:29
2023-04-14 04:21:57,449 semantic_segmentation INFO: Iters: 31900/40000 || Lr: 0.004828 || Task Loss: 0.2744 || KD Loss: 0.0000|| Cost Time: 4:45:09 || Estimated Time: 1:12:24
2023-04-14 04:22:02,220 semantic_segmentation INFO: Iters: 31910/40000 || Lr: 0.004823 || Task Loss: 0.2028 || KD Loss: 0.0000|| Cost Time: 4:45:14 || Estimated Time: 1:12:18
2023-04-14 04:22:07,014 semantic_segmentation INFO: Iters: 31920/40000 || Lr: 0.004818 || Task Loss: 0.1911 || KD Loss: 0.0000|| Cost Time: 4:45:19 || Estimated Time: 1:12:13
2023-04-14 04:22:11,784 semantic_segmentation INFO: Iters: 31930/40000 || Lr: 0.004812 || Task Loss: 0.2962 || KD Loss: 0.0000|| Cost Time: 4:45:24 || Estimated Time: 1:12:07
2023-04-14 04:22:16,618 semantic_segmentation INFO: Iters: 31940/40000 || Lr: 0.004807 || Task Loss: 0.2088 || KD Loss: 0.0000|| Cost Time: 4:45:28 || Estimated Time: 1:12:02
2023-04-14 04:22:21,409 semantic_segmentation INFO: Iters: 31950/40000 || Lr: 0.004802 || Task Loss: 0.2098 || KD Loss: 0.0000|| Cost Time: 4:45:33 || Estimated Time: 1:11:56
2023-04-14 04:22:26,184 semantic_segmentation INFO: Iters: 31960/40000 || Lr: 0.004797 || Task Loss: 0.2458 || KD Loss: 0.0000|| Cost Time: 4:45:38 || Estimated Time: 1:11:51
2023-04-14 04:22:31,000 semantic_segmentation INFO: Iters: 31970/40000 || Lr: 0.004791 || Task Loss: 0.1678 || KD Loss: 0.0000|| Cost Time: 4:45:43 || Estimated Time: 1:11:45
2023-04-14 04:22:35,814 semantic_segmentation INFO: Iters: 31980/40000 || Lr: 0.004786 || Task Loss: 0.1998 || KD Loss: 0.0000|| Cost Time: 4:45:48 || Estimated Time: 1:11:40
2023-04-14 04:22:40,565 semantic_segmentation INFO: Iters: 31990/40000 || Lr: 0.004781 || Task Loss: 0.2079 || KD Loss: 0.0000|| Cost Time: 4:45:52 || Estimated Time: 1:11:34
2023-04-14 04:22:45,399 semantic_segmentation INFO: Iters: 32000/40000 || Lr: 0.004776 || Task Loss: 0.1805 || KD Loss: 0.0000|| Cost Time: 4:45:57 || Estimated Time: 1:11:29
2023-04-14 04:22:45,748 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:22:48,267 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.407
2023-04-14 04:22:48,409 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.513
2023-04-14 04:22:48,812 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.521
2023-04-14 04:22:48,895 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.536
2023-04-14 04:22:48,973 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.528
2023-04-14 04:22:49,057 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.533
2023-04-14 04:22:49,138 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.530
2023-04-14 04:22:49,217 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.550
2023-04-14 04:22:49,289 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.592
2023-04-14 04:22:49,364 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.645
2023-04-14 04:22:49,439 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.652
2023-04-14 04:22:49,519 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.675
2023-04-14 04:22:49,595 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.686
2023-04-14 04:22:49,667 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.670
2023-04-14 04:22:49,741 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.645
2023-04-14 04:22:49,815 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.639
2023-04-14 04:22:49,887 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.643
2023-04-14 04:22:49,961 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.649
2023-04-14 04:22:50,032 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.660
2023-04-14 04:22:50,106 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.664
2023-04-14 04:22:50,179 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.667
2023-04-14 04:22:50,257 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.677
2023-04-14 04:22:50,332 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.676
2023-04-14 04:22:50,409 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.683
2023-04-14 04:22:50,487 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.692
2023-04-14 04:22:50,568 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.696
2023-04-14 04:22:50,650 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.688
2023-04-14 04:22:50,723 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.685
2023-04-14 04:22:50,798 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.687
2023-04-14 04:22:50,873 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.695
2023-04-14 04:22:50,947 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.694
2023-04-14 04:22:51,020 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.691
2023-04-14 04:22:51,103 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.693
2023-04-14 04:22:51,177 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.693
2023-04-14 04:22:51,250 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.696
2023-04-14 04:22:51,323 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.696
2023-04-14 04:22:51,392 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.692
2023-04-14 04:22:51,464 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.692
2023-04-14 04:22:51,539 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.684
2023-04-14 04:22:51,609 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.685
2023-04-14 04:22:51,682 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.686
2023-04-14 04:22:51,762 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.685
2023-04-14 04:22:51,845 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.687
2023-04-14 04:22:51,923 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.688
2023-04-14 04:22:52,001 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.687
2023-04-14 04:22:52,077 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.687
2023-04-14 04:22:52,147 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.687
2023-04-14 04:22:52,218 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.686
2023-04-14 04:22:52,289 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.688
2023-04-14 04:22:52,362 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.691
2023-04-14 04:22:52,434 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.692
2023-04-14 04:22:52,514 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.701
2023-04-14 04:22:52,590 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.703
2023-04-14 04:22:52,670 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.705
2023-04-14 04:22:52,745 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.704
2023-04-14 04:22:52,825 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.709
2023-04-14 04:22:52,894 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.709
2023-04-14 04:22:52,969 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.716
2023-04-14 04:22:53,051 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:22:53,123 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-14 04:22:53,201 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.719
2023-04-14 04:22:53,281 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.720
2023-04-14 04:22:53,362 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.720
2023-04-14 04:22:53,437 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:22:53,512 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-14 04:22:53,587 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:22:53,660 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:22:53,731 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:22:53,806 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:22:53,880 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:22:53,955 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:22:54,035 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:22:54,112 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-14 04:22:54,186 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:22:54,262 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-14 04:22:54,335 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-14 04:22:54,409 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-14 04:22:54,484 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:22:54,558 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:22:54,633 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:22:54,708 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-14 04:22:54,782 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-14 04:22:54,856 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-14 04:22:54,928 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.715
2023-04-14 04:22:55,001 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 04:22:55,074 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 04:22:55,147 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 04:22:55,218 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 04:22:55,289 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 04:22:55,361 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.944, mIoU: 0.710
2023-04-14 04:22:55,441 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-14 04:22:55,517 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:22:55,598 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:22:55,675 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:22:55,748 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:22:55,823 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:22:55,897 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:22:55,969 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:22:56,044 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:22:56,118 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:22:56,192 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:56,273 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-14 04:22:56,348 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-14 04:22:56,425 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-14 04:22:56,500 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-14 04:22:56,576 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:56,651 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:56,727 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:56,805 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:56,881 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:56,955 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:57,030 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:57,105 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:57,177 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:57,249 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-14 04:22:57,320 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-14 04:22:57,390 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:57,464 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:57,535 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:57,614 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:57,688 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:57,759 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:57,834 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:57,913 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:22:57,991 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:22:58,068 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.943, mIoU: 0.722
2023-04-14 04:22:58,143 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-14 04:22:58,219 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:58,291 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-14 04:22:58,367 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-14 04:22:58,439 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:58,514 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:58,592 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:58,672 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-14 04:22:58,748 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:22:58,824 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:22:58,902 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:22:58,973 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:22:59,050 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:22:59,125 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:22:59,196 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:22:59,272 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:22:59,348 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:22:59,428 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:22:59,501 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:22:59,575 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:22:59,647 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:22:59,720 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:22:59,792 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:22:59,864 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:22:59,934 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:23:00,005 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:23:00,080 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:23:00,156 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:23:00,237 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:23:00,315 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:23:00,391 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:23:00,466 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:23:00,540 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:23:00,615 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:23:00,692 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:23:00,764 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:23:00,838 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-14 04:23:00,913 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:23:00,992 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:23:01,071 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-14 04:23:01,146 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-14 04:23:01,220 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-14 04:23:01,296 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:01,371 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:01,444 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:01,518 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:01,594 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:01,671 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:01,744 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:01,818 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:01,889 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:01,959 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:02,032 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-14 04:23:02,107 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-14 04:23:02,177 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-14 04:23:02,251 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-14 04:23:02,325 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:23:02,396 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-14 04:23:02,467 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:23:02,539 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-14 04:23:02,616 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-14 04:23:02,694 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-14 04:23:02,769 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-14 04:23:02,843 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-14 04:23:02,920 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:23:02,999 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-14 04:23:03,069 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:23:03,140 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:23:03,209 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:23:03,277 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:23:03,347 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:23:03,421 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:23:03,495 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:23:03,569 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:23:03,646 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:23:03,729 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:23:03,804 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:23:03,877 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:23:03,951 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:23:04,025 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:23:04,095 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:23:04,167 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:04,241 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:04,313 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:04,392 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:04,468 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:04,546 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:04,622 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-14 04:23:04,694 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-14 04:23:04,769 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-14 04:23:04,843 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-14 04:23:04,914 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-14 04:23:04,985 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-14 04:23:05,054 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-14 04:23:05,122 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:23:05,192 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:23:05,264 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:23:05,336 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:23:05,406 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:23:05,475 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:23:05,544 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:23:05,614 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:23:05,683 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:23:05,752 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-14 04:23:05,821 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:05,889 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:05,958 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:06,026 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:06,094 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:23:06,163 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-14 04:23:06,230 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-14 04:23:06,298 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-14 04:23:06,367 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-14 04:23:06,435 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-14 04:23:06,503 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-14 04:23:06,572 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-14 04:23:06,638 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.723
2023-04-14 04:23:06,707 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:23:06,776 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:23:06,844 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:23:06,913 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:23:06,981 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:23:07,051 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:23:07,120 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:23:07,762 semantic_segmentation INFO: Overall validation pixAcc: 95.251, mIoU: 73.147
2023-04-14 04:23:12,700 semantic_segmentation INFO: Iters: 32010/40000 || Lr: 0.004770 || Task Loss: 0.2039 || KD Loss: 0.0000|| Cost Time: 4:46:24 || Estimated Time: 1:11:29
2023-04-14 04:23:17,447 semantic_segmentation INFO: Iters: 32020/40000 || Lr: 0.004765 || Task Loss: 0.2518 || KD Loss: 0.0000|| Cost Time: 4:46:29 || Estimated Time: 1:11:23
2023-04-14 04:23:22,162 semantic_segmentation INFO: Iters: 32030/40000 || Lr: 0.004760 || Task Loss: 0.1961 || KD Loss: 0.0000|| Cost Time: 4:46:34 || Estimated Time: 1:11:18
2023-04-14 04:23:26,907 semantic_segmentation INFO: Iters: 32040/40000 || Lr: 0.004754 || Task Loss: 0.2490 || KD Loss: 0.0000|| Cost Time: 4:46:39 || Estimated Time: 1:11:12
2023-04-14 04:23:31,661 semantic_segmentation INFO: Iters: 32050/40000 || Lr: 0.004749 || Task Loss: 0.2331 || KD Loss: 0.0000|| Cost Time: 4:46:43 || Estimated Time: 1:11:07
2023-04-14 04:23:36,430 semantic_segmentation INFO: Iters: 32060/40000 || Lr: 0.004744 || Task Loss: 0.2461 || KD Loss: 0.0000|| Cost Time: 4:46:48 || Estimated Time: 1:11:01
2023-04-14 04:23:41,091 semantic_segmentation INFO: Iters: 32070/40000 || Lr: 0.004739 || Task Loss: 0.2052 || KD Loss: 0.0000|| Cost Time: 4:46:53 || Estimated Time: 1:10:56
2023-04-14 04:23:45,840 semantic_segmentation INFO: Iters: 32080/40000 || Lr: 0.004733 || Task Loss: 0.2510 || KD Loss: 0.0000|| Cost Time: 4:46:58 || Estimated Time: 1:10:50
2023-04-14 04:23:50,532 semantic_segmentation INFO: Iters: 32090/40000 || Lr: 0.004728 || Task Loss: 0.1519 || KD Loss: 0.0000|| Cost Time: 4:47:02 || Estimated Time: 1:10:45
2023-04-14 04:23:55,282 semantic_segmentation INFO: Iters: 32100/40000 || Lr: 0.004723 || Task Loss: 0.2513 || KD Loss: 0.0000|| Cost Time: 4:47:07 || Estimated Time: 1:10:39
2023-04-14 04:24:00,066 semantic_segmentation INFO: Iters: 32110/40000 || Lr: 0.004718 || Task Loss: 0.2078 || KD Loss: 0.0000|| Cost Time: 4:47:12 || Estimated Time: 1:10:34
2023-04-14 04:24:04,816 semantic_segmentation INFO: Iters: 32120/40000 || Lr: 0.004712 || Task Loss: 0.1911 || KD Loss: 0.0000|| Cost Time: 4:47:17 || Estimated Time: 1:10:28
2023-04-14 04:24:09,564 semantic_segmentation INFO: Iters: 32130/40000 || Lr: 0.004707 || Task Loss: 0.2403 || KD Loss: 0.0000|| Cost Time: 4:47:21 || Estimated Time: 1:10:23
2023-04-14 04:24:14,291 semantic_segmentation INFO: Iters: 32140/40000 || Lr: 0.004702 || Task Loss: 0.2959 || KD Loss: 0.0000|| Cost Time: 4:47:26 || Estimated Time: 1:10:17
2023-04-14 04:24:19,029 semantic_segmentation INFO: Iters: 32150/40000 || Lr: 0.004697 || Task Loss: 0.1703 || KD Loss: 0.0000|| Cost Time: 4:47:31 || Estimated Time: 1:10:12
2023-04-14 04:24:23,806 semantic_segmentation INFO: Iters: 32160/40000 || Lr: 0.004691 || Task Loss: 0.2011 || KD Loss: 0.0000|| Cost Time: 4:47:36 || Estimated Time: 1:10:06
2023-04-14 04:24:28,569 semantic_segmentation INFO: Iters: 32170/40000 || Lr: 0.004686 || Task Loss: 0.2002 || KD Loss: 0.0000|| Cost Time: 4:47:40 || Estimated Time: 1:10:01
2023-04-14 04:24:33,300 semantic_segmentation INFO: Iters: 32180/40000 || Lr: 0.004681 || Task Loss: 0.2205 || KD Loss: 0.0000|| Cost Time: 4:47:45 || Estimated Time: 1:09:55
2023-04-14 04:24:38,093 semantic_segmentation INFO: Iters: 32190/40000 || Lr: 0.004675 || Task Loss: 0.2610 || KD Loss: 0.0000|| Cost Time: 4:47:50 || Estimated Time: 1:09:50
2023-04-14 04:24:42,809 semantic_segmentation INFO: Iters: 32200/40000 || Lr: 0.004670 || Task Loss: 0.3742 || KD Loss: 0.0000|| Cost Time: 4:47:55 || Estimated Time: 1:09:44
2023-04-14 04:24:47,564 semantic_segmentation INFO: Iters: 32210/40000 || Lr: 0.004665 || Task Loss: 0.2376 || KD Loss: 0.0000|| Cost Time: 4:47:59 || Estimated Time: 1:09:39
2023-04-14 04:24:52,308 semantic_segmentation INFO: Iters: 32220/40000 || Lr: 0.004660 || Task Loss: 0.2833 || KD Loss: 0.0000|| Cost Time: 4:48:04 || Estimated Time: 1:09:33
2023-04-14 04:24:57,094 semantic_segmentation INFO: Iters: 32230/40000 || Lr: 0.004654 || Task Loss: 0.2138 || KD Loss: 0.0000|| Cost Time: 4:48:09 || Estimated Time: 1:09:28
2023-04-14 04:25:01,837 semantic_segmentation INFO: Iters: 32240/40000 || Lr: 0.004649 || Task Loss: 0.4109 || KD Loss: 0.0000|| Cost Time: 4:48:14 || Estimated Time: 1:09:22
2023-04-14 04:25:06,631 semantic_segmentation INFO: Iters: 32250/40000 || Lr: 0.004644 || Task Loss: 0.1803 || KD Loss: 0.0000|| Cost Time: 4:48:18 || Estimated Time: 1:09:17
2023-04-14 04:25:11,404 semantic_segmentation INFO: Iters: 32260/40000 || Lr: 0.004639 || Task Loss: 0.3238 || KD Loss: 0.0000|| Cost Time: 4:48:23 || Estimated Time: 1:09:11
2023-04-14 04:25:16,114 semantic_segmentation INFO: Iters: 32270/40000 || Lr: 0.004633 || Task Loss: 0.3554 || KD Loss: 0.0000|| Cost Time: 4:48:28 || Estimated Time: 1:09:06
2023-04-14 04:25:20,855 semantic_segmentation INFO: Iters: 32280/40000 || Lr: 0.004628 || Task Loss: 0.3880 || KD Loss: 0.0000|| Cost Time: 4:48:33 || Estimated Time: 1:09:00
2023-04-14 04:25:25,601 semantic_segmentation INFO: Iters: 32290/40000 || Lr: 0.004623 || Task Loss: 0.1878 || KD Loss: 0.0000|| Cost Time: 4:48:37 || Estimated Time: 1:08:54
2023-04-14 04:25:30,385 semantic_segmentation INFO: Iters: 32300/40000 || Lr: 0.004617 || Task Loss: 0.2784 || KD Loss: 0.0000|| Cost Time: 4:48:42 || Estimated Time: 1:08:49
2023-04-14 04:25:35,117 semantic_segmentation INFO: Iters: 32310/40000 || Lr: 0.004612 || Task Loss: 0.2480 || KD Loss: 0.0000|| Cost Time: 4:48:47 || Estimated Time: 1:08:43
2023-04-14 04:25:39,858 semantic_segmentation INFO: Iters: 32320/40000 || Lr: 0.004607 || Task Loss: 0.2319 || KD Loss: 0.0000|| Cost Time: 4:48:52 || Estimated Time: 1:08:38
2023-04-14 04:25:44,642 semantic_segmentation INFO: Iters: 32330/40000 || Lr: 0.004602 || Task Loss: 0.1718 || KD Loss: 0.0000|| Cost Time: 4:48:56 || Estimated Time: 1:08:32
2023-04-14 04:25:49,413 semantic_segmentation INFO: Iters: 32340/40000 || Lr: 0.004596 || Task Loss: 0.2355 || KD Loss: 0.0000|| Cost Time: 4:49:01 || Estimated Time: 1:08:27
2023-04-14 04:25:54,138 semantic_segmentation INFO: Iters: 32350/40000 || Lr: 0.004591 || Task Loss: 0.2440 || KD Loss: 0.0000|| Cost Time: 4:49:06 || Estimated Time: 1:08:21
2023-04-14 04:25:58,877 semantic_segmentation INFO: Iters: 32360/40000 || Lr: 0.004586 || Task Loss: 0.2178 || KD Loss: 0.0000|| Cost Time: 4:49:11 || Estimated Time: 1:08:16
2023-04-14 04:26:03,612 semantic_segmentation INFO: Iters: 32370/40000 || Lr: 0.004580 || Task Loss: 0.3438 || KD Loss: 0.0000|| Cost Time: 4:49:15 || Estimated Time: 1:08:10
2023-04-14 04:26:08,304 semantic_segmentation INFO: Iters: 32380/40000 || Lr: 0.004575 || Task Loss: 0.2088 || KD Loss: 0.0000|| Cost Time: 4:49:20 || Estimated Time: 1:08:05
2023-04-14 04:26:13,074 semantic_segmentation INFO: Iters: 32390/40000 || Lr: 0.004570 || Task Loss: 0.2667 || KD Loss: 0.0000|| Cost Time: 4:49:25 || Estimated Time: 1:07:59
2023-04-14 04:26:17,812 semantic_segmentation INFO: Iters: 32400/40000 || Lr: 0.004565 || Task Loss: 0.2440 || KD Loss: 0.0000|| Cost Time: 4:49:30 || Estimated Time: 1:07:54
2023-04-14 04:26:18,159 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:26:20,124 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.419
2023-04-14 04:26:20,437 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.513
2023-04-14 04:26:20,671 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.522
2023-04-14 04:26:20,835 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.541
2023-04-14 04:26:20,986 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.531
2023-04-14 04:26:21,109 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.536
2023-04-14 04:26:21,221 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.533
2023-04-14 04:26:21,326 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.579
2023-04-14 04:26:21,427 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.613
2023-04-14 04:26:21,518 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.663
2023-04-14 04:26:21,605 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.672
2023-04-14 04:26:21,690 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.688
2023-04-14 04:26:21,768 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.699
2023-04-14 04:26:21,842 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.685
2023-04-14 04:26:21,913 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.690
2023-04-14 04:26:21,986 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.684
2023-04-14 04:26:22,055 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.685
2023-04-14 04:26:22,126 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.690
2023-04-14 04:26:22,196 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.699
2023-04-14 04:26:22,264 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.704
2023-04-14 04:26:22,334 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.703
2023-04-14 04:26:22,407 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.715
2023-04-14 04:26:22,497 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.714
2023-04-14 04:26:22,573 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.720
2023-04-14 04:26:22,646 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.729
2023-04-14 04:26:22,719 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.731
2023-04-14 04:26:22,794 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.721
2023-04-14 04:26:22,868 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.716
2023-04-14 04:26:22,940 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.714
2023-04-14 04:26:23,012 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.723
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2023-04-14 04:26:23,153 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.720
2023-04-14 04:26:23,225 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.721
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2023-04-14 04:26:23,370 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.723
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2023-04-14 04:26:23,598 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.718
2023-04-14 04:26:23,675 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.713
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2023-04-14 04:26:24,046 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.717
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2023-04-14 04:26:24,352 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.715
2023-04-14 04:26:24,427 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.718
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2023-04-14 04:26:24,723 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.727
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2023-04-14 04:26:25,034 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.731
2023-04-14 04:26:25,113 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.737
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2023-04-14 04:26:25,269 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.739
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2023-04-14 04:26:27,651 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.713
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2023-04-14 04:26:27,946 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.714
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2023-04-14 04:26:30,255 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:26:30,327 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:26:30,398 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.722
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2023-04-14 04:26:30,771 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.721
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2023-04-14 04:26:37,407 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.949, mIoU: 0.719
2023-04-14 04:26:37,474 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.949, mIoU: 0.719
2023-04-14 04:26:37,540 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.949, mIoU: 0.719
2023-04-14 04:26:37,607 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.949, mIoU: 0.719
2023-04-14 04:26:37,674 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.949, mIoU: 0.719
2023-04-14 04:26:37,739 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.949, mIoU: 0.719
2023-04-14 04:26:37,803 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:26:37,866 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:26:37,929 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:26:37,996 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:26:38,063 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:26:38,129 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:26:38,199 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:26:38,272 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:26:38,344 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:26:38,414 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:26:38,483 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:26:38,553 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.948, mIoU: 0.714
2023-04-14 04:26:38,622 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:26:38,691 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:26:38,758 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:26:38,827 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.716
2023-04-14 04:26:38,896 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.716
2023-04-14 04:26:38,964 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-14 04:26:39,030 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-14 04:26:39,093 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-14 04:26:39,160 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-14 04:26:39,226 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.717
2023-04-14 04:26:40,212 semantic_segmentation INFO: Overall validation pixAcc: 95.384, mIoU: 72.620
2023-04-14 04:26:45,179 semantic_segmentation INFO: Iters: 32410/40000 || Lr: 0.004559 || Task Loss: 0.2281 || KD Loss: 0.0000|| Cost Time: 4:49:57 || Estimated Time: 1:07:54
2023-04-14 04:26:49,869 semantic_segmentation INFO: Iters: 32420/40000 || Lr: 0.004554 || Task Loss: 0.2899 || KD Loss: 0.0000|| Cost Time: 4:50:02 || Estimated Time: 1:07:48
2023-04-14 04:26:54,526 semantic_segmentation INFO: Iters: 32430/40000 || Lr: 0.004549 || Task Loss: 0.1935 || KD Loss: 0.0000|| Cost Time: 4:50:06 || Estimated Time: 1:07:43
2023-04-14 04:26:59,282 semantic_segmentation INFO: Iters: 32440/40000 || Lr: 0.004543 || Task Loss: 0.2089 || KD Loss: 0.0000|| Cost Time: 4:50:11 || Estimated Time: 1:07:37
2023-04-14 04:27:04,034 semantic_segmentation INFO: Iters: 32450/40000 || Lr: 0.004538 || Task Loss: 0.1920 || KD Loss: 0.0000|| Cost Time: 4:50:16 || Estimated Time: 1:07:32
2023-04-14 04:27:08,810 semantic_segmentation INFO: Iters: 32460/40000 || Lr: 0.004533 || Task Loss: 0.2440 || KD Loss: 0.0000|| Cost Time: 4:50:21 || Estimated Time: 1:07:26
2023-04-14 04:27:13,590 semantic_segmentation INFO: Iters: 32470/40000 || Lr: 0.004528 || Task Loss: 0.3165 || KD Loss: 0.0000|| Cost Time: 4:50:25 || Estimated Time: 1:07:21
2023-04-14 04:27:18,285 semantic_segmentation INFO: Iters: 32480/40000 || Lr: 0.004522 || Task Loss: 0.2704 || KD Loss: 0.0000|| Cost Time: 4:50:30 || Estimated Time: 1:07:15
2023-04-14 04:27:23,008 semantic_segmentation INFO: Iters: 32490/40000 || Lr: 0.004517 || Task Loss: 0.3514 || KD Loss: 0.0000|| Cost Time: 4:50:35 || Estimated Time: 1:07:10
2023-04-14 04:27:27,722 semantic_segmentation INFO: Iters: 32500/40000 || Lr: 0.004512 || Task Loss: 0.2553 || KD Loss: 0.0000|| Cost Time: 4:50:39 || Estimated Time: 1:07:04
2023-04-14 04:27:32,494 semantic_segmentation INFO: Iters: 32510/40000 || Lr: 0.004506 || Task Loss: 0.2039 || KD Loss: 0.0000|| Cost Time: 4:50:44 || Estimated Time: 1:06:59
2023-04-14 04:27:37,261 semantic_segmentation INFO: Iters: 32520/40000 || Lr: 0.004501 || Task Loss: 0.2158 || KD Loss: 0.0000|| Cost Time: 4:50:49 || Estimated Time: 1:06:53
2023-04-14 04:27:41,978 semantic_segmentation INFO: Iters: 32530/40000 || Lr: 0.004496 || Task Loss: 0.2468 || KD Loss: 0.0000|| Cost Time: 4:50:54 || Estimated Time: 1:06:48
2023-04-14 04:27:46,697 semantic_segmentation INFO: Iters: 32540/40000 || Lr: 0.004491 || Task Loss: 0.2173 || KD Loss: 0.0000|| Cost Time: 4:50:58 || Estimated Time: 1:06:42
2023-04-14 04:27:51,399 semantic_segmentation INFO: Iters: 32550/40000 || Lr: 0.004485 || Task Loss: 0.2661 || KD Loss: 0.0000|| Cost Time: 4:51:03 || Estimated Time: 1:06:36
2023-04-14 04:27:56,187 semantic_segmentation INFO: Iters: 32560/40000 || Lr: 0.004480 || Task Loss: 0.2927 || KD Loss: 0.0000|| Cost Time: 4:51:08 || Estimated Time: 1:06:31
2023-04-14 04:28:00,943 semantic_segmentation INFO: Iters: 32570/40000 || Lr: 0.004475 || Task Loss: 0.2512 || KD Loss: 0.0000|| Cost Time: 4:51:13 || Estimated Time: 1:06:25
2023-04-14 04:28:05,662 semantic_segmentation INFO: Iters: 32580/40000 || Lr: 0.004469 || Task Loss: 0.2034 || KD Loss: 0.0000|| Cost Time: 4:51:17 || Estimated Time: 1:06:20
2023-04-14 04:28:10,390 semantic_segmentation INFO: Iters: 32590/40000 || Lr: 0.004464 || Task Loss: 0.2689 || KD Loss: 0.0000|| Cost Time: 4:51:22 || Estimated Time: 1:06:14
2023-04-14 04:28:15,087 semantic_segmentation INFO: Iters: 32600/40000 || Lr: 0.004459 || Task Loss: 0.1819 || KD Loss: 0.0000|| Cost Time: 4:51:27 || Estimated Time: 1:06:09
2023-04-14 04:28:19,801 semantic_segmentation INFO: Iters: 32610/40000 || Lr: 0.004453 || Task Loss: 0.2858 || KD Loss: 0.0000|| Cost Time: 4:51:32 || Estimated Time: 1:06:03
2023-04-14 04:28:24,572 semantic_segmentation INFO: Iters: 32620/40000 || Lr: 0.004448 || Task Loss: 0.2374 || KD Loss: 0.0000|| Cost Time: 4:51:36 || Estimated Time: 1:05:58
2023-04-14 04:28:29,286 semantic_segmentation INFO: Iters: 32630/40000 || Lr: 0.004443 || Task Loss: 0.2254 || KD Loss: 0.0000|| Cost Time: 4:51:41 || Estimated Time: 1:05:52
2023-04-14 04:28:34,013 semantic_segmentation INFO: Iters: 32640/40000 || Lr: 0.004438 || Task Loss: 0.2109 || KD Loss: 0.0000|| Cost Time: 4:51:46 || Estimated Time: 1:05:47
2023-04-14 04:28:38,746 semantic_segmentation INFO: Iters: 32650/40000 || Lr: 0.004432 || Task Loss: 0.3705 || KD Loss: 0.0000|| Cost Time: 4:51:51 || Estimated Time: 1:05:41
2023-04-14 04:28:43,477 semantic_segmentation INFO: Iters: 32660/40000 || Lr: 0.004427 || Task Loss: 0.1710 || KD Loss: 0.0000|| Cost Time: 4:51:55 || Estimated Time: 1:05:36
2023-04-14 04:28:48,198 semantic_segmentation INFO: Iters: 32670/40000 || Lr: 0.004422 || Task Loss: 0.2489 || KD Loss: 0.0000|| Cost Time: 4:52:00 || Estimated Time: 1:05:30
2023-04-14 04:28:52,920 semantic_segmentation INFO: Iters: 32680/40000 || Lr: 0.004416 || Task Loss: 0.2385 || KD Loss: 0.0000|| Cost Time: 4:52:05 || Estimated Time: 1:05:25
2023-04-14 04:28:57,707 semantic_segmentation INFO: Iters: 32690/40000 || Lr: 0.004411 || Task Loss: 0.1777 || KD Loss: 0.0000|| Cost Time: 4:52:09 || Estimated Time: 1:05:19
2023-04-14 04:29:02,457 semantic_segmentation INFO: Iters: 32700/40000 || Lr: 0.004406 || Task Loss: 0.1633 || KD Loss: 0.0000|| Cost Time: 4:52:14 || Estimated Time: 1:05:14
2023-04-14 04:29:07,174 semantic_segmentation INFO: Iters: 32710/40000 || Lr: 0.004400 || Task Loss: 0.1870 || KD Loss: 0.0000|| Cost Time: 4:52:19 || Estimated Time: 1:05:08
2023-04-14 04:29:11,930 semantic_segmentation INFO: Iters: 32720/40000 || Lr: 0.004395 || Task Loss: 0.2582 || KD Loss: 0.0000|| Cost Time: 4:52:24 || Estimated Time: 1:05:03
2023-04-14 04:29:16,677 semantic_segmentation INFO: Iters: 32730/40000 || Lr: 0.004390 || Task Loss: 0.3254 || KD Loss: 0.0000|| Cost Time: 4:52:28 || Estimated Time: 1:04:57
2023-04-14 04:29:21,415 semantic_segmentation INFO: Iters: 32740/40000 || Lr: 0.004384 || Task Loss: 0.2814 || KD Loss: 0.0000|| Cost Time: 4:52:33 || Estimated Time: 1:04:52
2023-04-14 04:29:26,135 semantic_segmentation INFO: Iters: 32750/40000 || Lr: 0.004379 || Task Loss: 0.2653 || KD Loss: 0.0000|| Cost Time: 4:52:38 || Estimated Time: 1:04:46
2023-04-14 04:29:30,909 semantic_segmentation INFO: Iters: 32760/40000 || Lr: 0.004374 || Task Loss: 0.1577 || KD Loss: 0.0000|| Cost Time: 4:52:43 || Estimated Time: 1:04:41
2023-04-14 04:29:35,642 semantic_segmentation INFO: Iters: 32770/40000 || Lr: 0.004369 || Task Loss: 0.2112 || KD Loss: 0.0000|| Cost Time: 4:52:47 || Estimated Time: 1:04:35
2023-04-14 04:29:40,410 semantic_segmentation INFO: Iters: 32780/40000 || Lr: 0.004363 || Task Loss: 0.1974 || KD Loss: 0.0000|| Cost Time: 4:52:52 || Estimated Time: 1:04:30
2023-04-14 04:29:45,140 semantic_segmentation INFO: Iters: 32790/40000 || Lr: 0.004358 || Task Loss: 0.3547 || KD Loss: 0.0000|| Cost Time: 4:52:57 || Estimated Time: 1:04:24
2023-04-14 04:29:49,925 semantic_segmentation INFO: Iters: 32800/40000 || Lr: 0.004353 || Task Loss: 0.2084 || KD Loss: 0.0000|| Cost Time: 4:53:02 || Estimated Time: 1:04:19
2023-04-14 04:29:50,266 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:29:52,811 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.413
2023-04-14 04:29:53,029 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.501
2023-04-14 04:29:53,324 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.516
2023-04-14 04:29:53,430 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.538
2023-04-14 04:29:53,521 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.530
2023-04-14 04:29:53,617 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.532
2023-04-14 04:29:53,705 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.533
2023-04-14 04:29:53,779 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.566
2023-04-14 04:29:53,852 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.618
2023-04-14 04:29:53,924 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.673
2023-04-14 04:29:53,996 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.677
2023-04-14 04:29:54,068 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.697
2023-04-14 04:29:54,144 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.710
2023-04-14 04:29:54,217 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.708
2023-04-14 04:29:54,288 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.703
2023-04-14 04:29:54,362 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.696
2023-04-14 04:29:54,433 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.697
2023-04-14 04:29:54,503 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.697
2023-04-14 04:29:54,573 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.707
2023-04-14 04:29:54,645 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.711
2023-04-14 04:29:54,717 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.711
2023-04-14 04:29:54,792 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.730
2023-04-14 04:29:54,866 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.731
2023-04-14 04:29:54,939 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.738
2023-04-14 04:29:55,013 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.746
2023-04-14 04:29:55,088 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-14 04:29:55,169 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-14 04:29:55,249 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.730
2023-04-14 04:29:55,324 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-14 04:29:55,396 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-14 04:29:55,468 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 04:29:55,541 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 04:29:55,615 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 04:29:55,691 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 04:29:55,773 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 04:29:55,848 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 04:29:55,927 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.737
2023-04-14 04:29:56,008 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.737
2023-04-14 04:29:56,083 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.731
2023-04-14 04:29:56,156 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.732
2023-04-14 04:29:56,231 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:29:56,309 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:29:56,384 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 04:29:56,462 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-14 04:29:56,539 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 04:29:56,621 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.728
2023-04-14 04:29:56,700 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.729
2023-04-14 04:29:56,773 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.728
2023-04-14 04:29:56,850 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.732
2023-04-14 04:29:56,926 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.734
2023-04-14 04:29:57,003 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-14 04:29:57,080 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-14 04:29:57,149 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.731
2023-04-14 04:29:57,224 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-14 04:29:57,295 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:29:57,366 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-14 04:29:57,437 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-14 04:29:57,509 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-14 04:29:57,578 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.744
2023-04-14 04:29:57,647 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-14 04:29:57,720 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-14 04:29:57,791 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:29:57,868 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-14 04:29:57,945 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 04:29:58,024 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:29:58,099 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:29:58,173 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:29:58,249 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.746
2023-04-14 04:29:58,322 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.745
2023-04-14 04:29:58,401 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:29:58,476 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:29:58,551 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-14 04:29:58,631 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:29:58,705 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:29:58,781 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:29:58,860 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 04:29:58,932 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:29:59,006 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:29:59,077 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:29:59,148 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 04:29:59,223 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.739
2023-04-14 04:29:59,293 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 04:29:59,369 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-14 04:29:59,444 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:29:59,519 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:29:59,595 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:29:59,676 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-14 04:29:59,750 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:29:59,822 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:29:59,898 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:29:59,970 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:30:00,040 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-14 04:30:00,112 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-14 04:30:00,189 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-14 04:30:00,264 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-14 04:30:00,346 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-14 04:30:00,426 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.741
2023-04-14 04:30:00,502 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-14 04:30:00,582 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:30:00,656 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:30:00,730 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-14 04:30:00,805 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:00,875 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:00,949 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:01,025 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:01,098 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:30:01,173 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:30:01,252 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:01,325 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:01,399 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.736
2023-04-14 04:30:01,470 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:01,542 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.736
2023-04-14 04:30:01,613 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.735
2023-04-14 04:30:01,682 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.735
2023-04-14 04:30:01,750 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.734
2023-04-14 04:30:01,823 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.734
2023-04-14 04:30:01,897 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.735
2023-04-14 04:30:01,975 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.735
2023-04-14 04:30:02,049 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:02,126 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:02,203 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.737
2023-04-14 04:30:02,276 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:02,352 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:02,427 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:02,499 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.737
2023-04-14 04:30:02,572 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.943, mIoU: 0.740
2023-04-14 04:30:02,643 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.741
2023-04-14 04:30:02,716 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.741
2023-04-14 04:30:02,789 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.740
2023-04-14 04:30:02,867 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.740
2023-04-14 04:30:02,945 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-14 04:30:03,021 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-14 04:30:03,098 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-14 04:30:03,173 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.740
2023-04-14 04:30:03,245 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-14 04:30:03,318 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:30:03,390 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:30:03,462 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:03,532 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-14 04:30:03,611 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:30:03,689 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-14 04:30:03,770 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.739
2023-04-14 04:30:03,846 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:03,922 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:03,997 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,068 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:30:04,138 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.739
2023-04-14 04:30:04,209 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,279 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,354 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,430 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,507 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:30:04,591 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,669 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,742 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,817 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,888 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:04,957 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.944, mIoU: 0.738
2023-04-14 04:30:05,027 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.738
2023-04-14 04:30:05,100 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-14 04:30:05,170 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-14 04:30:05,244 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-14 04:30:05,324 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-14 04:30:05,403 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-14 04:30:05,478 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-14 04:30:05,560 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-14 04:30:05,637 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.735
2023-04-14 04:30:05,708 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:05,786 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:05,858 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:05,938 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:06,014 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:06,089 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:06,163 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:06,240 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:06,309 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:06,381 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:06,453 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:06,524 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.945, mIoU: 0.735
2023-04-14 04:30:06,594 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:30:06,664 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:30:06,734 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:30:06,805 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:30:06,878 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:30:06,962 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:30:07,042 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:30:07,116 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-14 04:30:07,191 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.945, mIoU: 0.733
2023-04-14 04:30:07,270 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:30:07,346 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:30:07,419 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:30:07,494 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:30:07,568 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-14 04:30:07,642 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-14 04:30:07,715 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 04:30:07,790 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-14 04:30:07,864 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-14 04:30:07,941 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:30:08,017 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:30:08,089 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:30:08,161 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-14 04:30:08,232 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 04:30:08,305 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 04:30:08,376 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-14 04:30:08,446 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-14 04:30:08,526 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:30:08,605 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:30:08,686 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:30:08,763 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:30:08,840 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:08,916 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:08,991 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,067 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,147 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,223 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,300 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,378 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,449 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,520 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,589 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,656 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,721 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,789 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:30:09,857 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 04:30:09,922 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 04:30:09,987 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 04:30:10,052 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-14 04:30:10,117 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 04:30:10,181 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:30:10,243 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:30:10,306 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-14 04:30:10,368 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-14 04:30:10,431 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-14 04:30:10,495 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-14 04:30:10,563 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-14 04:30:10,636 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:30:10,710 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:30:10,781 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:30:10,852 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:30:10,924 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:30:10,994 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:30:11,064 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:30:11,131 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:30:11,199 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:30:11,267 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:30:11,334 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.947, mIoU: 0.732
2023-04-14 04:30:11,400 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:30:11,463 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:30:11,529 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:30:11,597 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:30:12,343 semantic_segmentation INFO: Overall validation pixAcc: 95.229, mIoU: 73.533
2023-04-14 04:30:17,265 semantic_segmentation INFO: Iters: 32810/40000 || Lr: 0.004347 || Task Loss: 0.1846 || KD Loss: 0.0000|| Cost Time: 4:53:29 || Estimated Time: 1:04:18
2023-04-14 04:30:22,068 semantic_segmentation INFO: Iters: 32820/40000 || Lr: 0.004342 || Task Loss: 0.2706 || KD Loss: 0.0000|| Cost Time: 4:53:34 || Estimated Time: 1:04:13
2023-04-14 04:30:26,777 semantic_segmentation INFO: Iters: 32830/40000 || Lr: 0.004337 || Task Loss: 0.2856 || KD Loss: 0.0000|| Cost Time: 4:53:39 || Estimated Time: 1:04:07
2023-04-14 04:30:31,548 semantic_segmentation INFO: Iters: 32840/40000 || Lr: 0.004331 || Task Loss: 0.3347 || KD Loss: 0.0000|| Cost Time: 4:53:43 || Estimated Time: 1:04:02
2023-04-14 04:30:36,270 semantic_segmentation INFO: Iters: 32850/40000 || Lr: 0.004326 || Task Loss: 0.2063 || KD Loss: 0.0000|| Cost Time: 4:53:48 || Estimated Time: 1:03:56
2023-04-14 04:30:41,040 semantic_segmentation INFO: Iters: 32860/40000 || Lr: 0.004321 || Task Loss: 0.1941 || KD Loss: 0.0000|| Cost Time: 4:53:53 || Estimated Time: 1:03:51
2023-04-14 04:30:45,840 semantic_segmentation INFO: Iters: 32870/40000 || Lr: 0.004315 || Task Loss: 0.2317 || KD Loss: 0.0000|| Cost Time: 4:53:58 || Estimated Time: 1:03:45
2023-04-14 04:30:50,554 semantic_segmentation INFO: Iters: 32880/40000 || Lr: 0.004310 || Task Loss: 0.2557 || KD Loss: 0.0000|| Cost Time: 4:54:02 || Estimated Time: 1:03:40
2023-04-14 04:30:55,305 semantic_segmentation INFO: Iters: 32890/40000 || Lr: 0.004305 || Task Loss: 0.2064 || KD Loss: 0.0000|| Cost Time: 4:54:07 || Estimated Time: 1:03:34
2023-04-14 04:31:00,100 semantic_segmentation INFO: Iters: 32900/40000 || Lr: 0.004299 || Task Loss: 0.2586 || KD Loss: 0.0000|| Cost Time: 4:54:12 || Estimated Time: 1:03:29
2023-04-14 04:31:04,868 semantic_segmentation INFO: Iters: 32910/40000 || Lr: 0.004294 || Task Loss: 0.1886 || KD Loss: 0.0000|| Cost Time: 4:54:17 || Estimated Time: 1:03:23
2023-04-14 04:31:09,581 semantic_segmentation INFO: Iters: 32920/40000 || Lr: 0.004289 || Task Loss: 0.2807 || KD Loss: 0.0000|| Cost Time: 4:54:21 || Estimated Time: 1:03:18
2023-04-14 04:31:14,366 semantic_segmentation INFO: Iters: 32930/40000 || Lr: 0.004283 || Task Loss: 0.2636 || KD Loss: 0.0000|| Cost Time: 4:54:26 || Estimated Time: 1:03:12
2023-04-14 04:31:19,150 semantic_segmentation INFO: Iters: 32940/40000 || Lr: 0.004278 || Task Loss: 0.2605 || KD Loss: 0.0000|| Cost Time: 4:54:31 || Estimated Time: 1:03:07
2023-04-14 04:31:23,933 semantic_segmentation INFO: Iters: 32950/40000 || Lr: 0.004273 || Task Loss: 0.2498 || KD Loss: 0.0000|| Cost Time: 4:54:36 || Estimated Time: 1:03:01
2023-04-14 04:31:28,703 semantic_segmentation INFO: Iters: 32960/40000 || Lr: 0.004267 || Task Loss: 0.1887 || KD Loss: 0.0000|| Cost Time: 4:54:40 || Estimated Time: 1:02:56
2023-04-14 04:31:33,473 semantic_segmentation INFO: Iters: 32970/40000 || Lr: 0.004262 || Task Loss: 0.1591 || KD Loss: 0.0000|| Cost Time: 4:54:45 || Estimated Time: 1:02:50
2023-04-14 04:31:38,255 semantic_segmentation INFO: Iters: 32980/40000 || Lr: 0.004257 || Task Loss: 0.2277 || KD Loss: 0.0000|| Cost Time: 4:54:50 || Estimated Time: 1:02:45
2023-04-14 04:31:43,020 semantic_segmentation INFO: Iters: 32990/40000 || Lr: 0.004251 || Task Loss: 0.2382 || KD Loss: 0.0000|| Cost Time: 4:54:55 || Estimated Time: 1:02:39
2023-04-14 04:31:47,740 semantic_segmentation INFO: Iters: 33000/40000 || Lr: 0.004246 || Task Loss: 0.2116 || KD Loss: 0.0000|| Cost Time: 4:55:00 || Estimated Time: 1:02:34
2023-04-14 04:31:52,506 semantic_segmentation INFO: Iters: 33010/40000 || Lr: 0.004241 || Task Loss: 0.2663 || KD Loss: 0.0000|| Cost Time: 4:55:04 || Estimated Time: 1:02:28
2023-04-14 04:31:57,231 semantic_segmentation INFO: Iters: 33020/40000 || Lr: 0.004235 || Task Loss: 0.1710 || KD Loss: 0.0000|| Cost Time: 4:55:09 || Estimated Time: 1:02:23
2023-04-14 04:32:02,022 semantic_segmentation INFO: Iters: 33030/40000 || Lr: 0.004230 || Task Loss: 0.3007 || KD Loss: 0.0000|| Cost Time: 4:55:14 || Estimated Time: 1:02:18
2023-04-14 04:32:06,840 semantic_segmentation INFO: Iters: 33040/40000 || Lr: 0.004225 || Task Loss: 0.2050 || KD Loss: 0.0000|| Cost Time: 4:55:19 || Estimated Time: 1:02:12
2023-04-14 04:32:11,640 semantic_segmentation INFO: Iters: 33050/40000 || Lr: 0.004219 || Task Loss: 0.2438 || KD Loss: 0.0000|| Cost Time: 4:55:23 || Estimated Time: 1:02:07
2023-04-14 04:32:16,402 semantic_segmentation INFO: Iters: 33060/40000 || Lr: 0.004214 || Task Loss: 0.1758 || KD Loss: 0.0000|| Cost Time: 4:55:28 || Estimated Time: 1:02:01
2023-04-14 04:32:21,171 semantic_segmentation INFO: Iters: 33070/40000 || Lr: 0.004209 || Task Loss: 0.1683 || KD Loss: 0.0000|| Cost Time: 4:55:33 || Estimated Time: 1:01:56
2023-04-14 04:32:25,908 semantic_segmentation INFO: Iters: 33080/40000 || Lr: 0.004203 || Task Loss: 0.3408 || KD Loss: 0.0000|| Cost Time: 4:55:38 || Estimated Time: 1:01:50
2023-04-14 04:32:30,689 semantic_segmentation INFO: Iters: 33090/40000 || Lr: 0.004198 || Task Loss: 0.2671 || KD Loss: 0.0000|| Cost Time: 4:55:42 || Estimated Time: 1:01:45
2023-04-14 04:32:35,434 semantic_segmentation INFO: Iters: 33100/40000 || Lr: 0.004193 || Task Loss: 0.2691 || KD Loss: 0.0000|| Cost Time: 4:55:47 || Estimated Time: 1:01:39
2023-04-14 04:32:40,294 semantic_segmentation INFO: Iters: 33110/40000 || Lr: 0.004187 || Task Loss: 0.2475 || KD Loss: 0.0000|| Cost Time: 4:55:52 || Estimated Time: 1:01:34
2023-04-14 04:32:45,091 semantic_segmentation INFO: Iters: 33120/40000 || Lr: 0.004182 || Task Loss: 0.2100 || KD Loss: 0.0000|| Cost Time: 4:55:57 || Estimated Time: 1:01:28
2023-04-14 04:32:49,895 semantic_segmentation INFO: Iters: 33130/40000 || Lr: 0.004177 || Task Loss: 0.1390 || KD Loss: 0.0000|| Cost Time: 4:56:02 || Estimated Time: 1:01:23
2023-04-14 04:32:54,690 semantic_segmentation INFO: Iters: 33140/40000 || Lr: 0.004171 || Task Loss: 0.2481 || KD Loss: 0.0000|| Cost Time: 4:56:06 || Estimated Time: 1:01:17
2023-04-14 04:32:59,446 semantic_segmentation INFO: Iters: 33150/40000 || Lr: 0.004166 || Task Loss: 0.1908 || KD Loss: 0.0000|| Cost Time: 4:56:11 || Estimated Time: 1:01:12
2023-04-14 04:33:04,201 semantic_segmentation INFO: Iters: 33160/40000 || Lr: 0.004161 || Task Loss: 0.3693 || KD Loss: 0.0000|| Cost Time: 4:56:16 || Estimated Time: 1:01:06
2023-04-14 04:33:09,006 semantic_segmentation INFO: Iters: 33170/40000 || Lr: 0.004155 || Task Loss: 0.2205 || KD Loss: 0.0000|| Cost Time: 4:56:21 || Estimated Time: 1:01:01
2023-04-14 04:33:13,749 semantic_segmentation INFO: Iters: 33180/40000 || Lr: 0.004150 || Task Loss: 0.2682 || KD Loss: 0.0000|| Cost Time: 4:56:26 || Estimated Time: 1:00:55
2023-04-14 04:33:18,540 semantic_segmentation INFO: Iters: 33190/40000 || Lr: 0.004145 || Task Loss: 0.2248 || KD Loss: 0.0000|| Cost Time: 4:56:30 || Estimated Time: 1:00:50
2023-04-14 04:33:23,318 semantic_segmentation INFO: Iters: 33200/40000 || Lr: 0.004139 || Task Loss: 0.3148 || KD Loss: 0.0000|| Cost Time: 4:56:35 || Estimated Time: 1:00:44
2023-04-14 04:33:23,638 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:33:26,541 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.403
2023-04-14 04:33:26,665 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.497
2023-04-14 04:33:26,769 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.508
2023-04-14 04:33:26,872 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.521
2023-04-14 04:33:26,963 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.514
2023-04-14 04:33:27,055 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.522
2023-04-14 04:33:27,137 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.557
2023-04-14 04:33:27,209 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.605
2023-04-14 04:33:27,279 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.646
2023-04-14 04:33:27,354 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.704
2023-04-14 04:33:27,422 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.710
2023-04-14 04:33:27,490 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.738
2023-04-14 04:33:27,563 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.740
2023-04-14 04:33:27,637 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.724
2023-04-14 04:33:27,713 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.726
2023-04-14 04:33:27,784 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.715
2023-04-14 04:33:27,860 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.718
2023-04-14 04:33:27,933 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.718
2023-04-14 04:33:28,010 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.727
2023-04-14 04:33:28,084 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.734
2023-04-14 04:33:28,161 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.733
2023-04-14 04:33:28,237 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.723
2023-04-14 04:33:28,309 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.721
2023-04-14 04:33:28,382 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.728
2023-04-14 04:33:28,456 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-14 04:33:28,528 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.739
2023-04-14 04:33:28,599 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.727
2023-04-14 04:33:28,673 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-14 04:33:28,744 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-14 04:33:28,820 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-14 04:33:28,897 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-14 04:33:28,974 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:33:29,054 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.720
2023-04-14 04:33:29,126 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.718
2023-04-14 04:33:29,197 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.720
2023-04-14 04:33:29,271 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.719
2023-04-14 04:33:29,342 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.716
2023-04-14 04:33:29,413 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.715
2023-04-14 04:33:29,483 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.711
2023-04-14 04:33:29,552 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.711
2023-04-14 04:33:29,621 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.709
2023-04-14 04:33:29,698 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.709
2023-04-14 04:33:29,772 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.710
2023-04-14 04:33:29,849 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.712
2023-04-14 04:33:29,931 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.710
2023-04-14 04:33:30,013 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.711
2023-04-14 04:33:30,090 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.711
2023-04-14 04:33:30,166 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.710
2023-04-14 04:33:30,244 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.713
2023-04-14 04:33:30,327 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.716
2023-04-14 04:33:30,401 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.716
2023-04-14 04:33:30,479 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.721
2023-04-14 04:33:30,553 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.722
2023-04-14 04:33:30,632 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.726
2023-04-14 04:33:30,706 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:33:30,784 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-14 04:33:30,858 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-14 04:33:30,936 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-14 04:33:31,012 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-14 04:33:31,089 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-14 04:33:31,165 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-14 04:33:31,246 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-14 04:33:31,325 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-14 04:33:31,396 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 04:33:31,470 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-14 04:33:31,547 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:33:31,625 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 04:33:31,701 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.736
2023-04-14 04:33:31,775 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:33:31,848 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:33:31,920 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:33:31,994 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-14 04:33:32,068 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:33:32,139 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:33:32,210 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:33:32,284 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:33:32,354 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:33:32,426 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:33:32,498 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:33:32,576 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:33:32,654 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:33:32,733 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-14 04:33:32,806 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:33:32,879 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:33:32,955 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:33:33,027 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:33:33,103 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:33:33,177 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:33:33,253 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:33:33,327 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:33:33,403 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:33:33,477 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:33:33,555 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:33:33,630 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:33:33,705 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:33:33,777 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:33:33,858 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:33:33,928 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:33:34,006 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:33:34,082 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.724
2023-04-14 04:33:34,161 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-14 04:33:34,240 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.722
2023-04-14 04:33:34,312 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.722
2023-04-14 04:33:34,382 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.722
2023-04-14 04:33:34,453 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-14 04:33:34,523 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-14 04:33:34,597 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.721
2023-04-14 04:33:34,670 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.722
2023-04-14 04:33:34,745 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.722
2023-04-14 04:33:34,821 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-14 04:33:34,896 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-14 04:33:34,970 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-14 04:33:35,047 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.720
2023-04-14 04:33:35,121 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-14 04:33:35,199 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.719
2023-04-14 04:33:35,270 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.942, mIoU: 0.719
2023-04-14 04:33:35,343 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.721
2023-04-14 04:33:35,414 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.722
2023-04-14 04:33:35,483 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-14 04:33:35,554 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-14 04:33:35,623 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-14 04:33:35,694 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.723
2023-04-14 04:33:35,767 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.724
2023-04-14 04:33:35,845 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-14 04:33:35,921 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.725
2023-04-14 04:33:35,996 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.729
2023-04-14 04:33:36,068 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.730
2023-04-14 04:33:36,149 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.730
2023-04-14 04:33:36,222 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.730
2023-04-14 04:33:36,300 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.730
2023-04-14 04:33:36,376 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.730
2023-04-14 04:33:36,447 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.729
2023-04-14 04:33:36,521 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.729
2023-04-14 04:33:36,596 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-14 04:33:36,673 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-14 04:33:36,750 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-14 04:33:36,823 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-14 04:33:36,900 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-14 04:33:36,972 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:33:37,048 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-14 04:33:37,117 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-14 04:33:37,193 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-14 04:33:37,265 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:37,335 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:37,408 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:33:37,489 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.731
2023-04-14 04:33:37,569 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:37,642 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:37,716 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:37,788 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:33:37,859 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:37,934 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:38,005 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:38,076 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:38,154 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:38,228 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:38,311 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:38,387 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:38,460 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:38,534 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:33:38,606 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:33:38,678 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:33:38,749 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:33:38,821 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:33:38,893 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:33:38,964 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:33:39,036 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:33:39,108 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:33:39,179 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:33:39,255 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:33:39,333 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:39,411 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:39,491 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:39,566 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:39,641 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:39,715 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:33:39,787 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:33:39,862 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:39,937 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:33:40,010 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:33:40,084 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:33:40,160 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:33:40,235 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:33:40,313 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:33:40,388 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:33:40,463 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:33:40,539 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:33:40,613 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:33:40,690 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:33:40,769 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:33:40,848 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.945, mIoU: 0.724
2023-04-14 04:33:40,926 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:33:40,998 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:33:41,073 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:33:41,142 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:41,212 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:41,287 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:41,359 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:33:41,428 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:33:41,497 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:33:41,571 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:33:41,644 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:33:41,719 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:33:41,797 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:33:41,876 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:33:41,952 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:33:42,024 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:33:42,099 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:33:42,170 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:33:42,241 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:33:42,316 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:33:42,386 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:33:42,457 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:33:42,532 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:33:42,608 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:33:42,685 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:33:42,759 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.946, mIoU: 0.723
2023-04-14 04:33:42,834 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:33:42,911 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:33:42,979 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:33:43,048 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:33:43,116 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:33:43,181 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:33:43,247 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:33:43,311 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:33:43,375 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:33:43,439 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:33:43,503 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.947, mIoU: 0.724
2023-04-14 04:33:43,565 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.947, mIoU: 0.720
2023-04-14 04:33:43,628 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:33:43,690 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:33:43,752 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:33:43,819 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:33:43,886 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:33:43,954 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:33:44,023 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:33:44,091 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-14 04:33:44,160 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-14 04:33:44,230 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.946, mIoU: 0.719
2023-04-14 04:33:44,299 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-14 04:33:44,369 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.946, mIoU: 0.720
2023-04-14 04:33:44,439 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.947, mIoU: 0.720
2023-04-14 04:33:44,506 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.947, mIoU: 0.720
2023-04-14 04:33:44,575 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-14 04:33:44,645 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-14 04:33:44,714 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.947, mIoU: 0.723
2023-04-14 04:33:44,781 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.947, mIoU: 0.721
2023-04-14 04:33:44,847 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-14 04:33:44,916 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-14 04:33:44,985 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.947, mIoU: 0.722
2023-04-14 04:33:45,582 semantic_segmentation INFO: Overall validation pixAcc: 95.166, mIoU: 72.595
2023-04-14 04:33:50,581 semantic_segmentation INFO: Iters: 33210/40000 || Lr: 0.004134 || Task Loss: 0.2047 || KD Loss: 0.0000|| Cost Time: 4:57:02 || Estimated Time: 1:00:43
2023-04-14 04:33:55,297 semantic_segmentation INFO: Iters: 33220/40000 || Lr: 0.004129 || Task Loss: 0.2443 || KD Loss: 0.0000|| Cost Time: 4:57:07 || Estimated Time: 1:00:38
2023-04-14 04:34:00,015 semantic_segmentation INFO: Iters: 33230/40000 || Lr: 0.004123 || Task Loss: 0.2529 || KD Loss: 0.0000|| Cost Time: 4:57:12 || Estimated Time: 1:00:32
2023-04-14 04:34:04,737 semantic_segmentation INFO: Iters: 33240/40000 || Lr: 0.004118 || Task Loss: 0.2513 || KD Loss: 0.0000|| Cost Time: 4:57:17 || Estimated Time: 1:00:27
2023-04-14 04:34:09,453 semantic_segmentation INFO: Iters: 33250/40000 || Lr: 0.004113 || Task Loss: 0.2521 || KD Loss: 0.0000|| Cost Time: 4:57:21 || Estimated Time: 1:00:21
2023-04-14 04:34:14,217 semantic_segmentation INFO: Iters: 33260/40000 || Lr: 0.004107 || Task Loss: 0.2115 || KD Loss: 0.0000|| Cost Time: 4:57:26 || Estimated Time: 1:00:16
2023-04-14 04:34:18,891 semantic_segmentation INFO: Iters: 33270/40000 || Lr: 0.004102 || Task Loss: 0.2512 || KD Loss: 0.0000|| Cost Time: 4:57:31 || Estimated Time: 1:00:10
2023-04-14 04:34:23,654 semantic_segmentation INFO: Iters: 33280/40000 || Lr: 0.004097 || Task Loss: 0.2586 || KD Loss: 0.0000|| Cost Time: 4:57:35 || Estimated Time: 1:00:05
2023-04-14 04:34:28,334 semantic_segmentation INFO: Iters: 33290/40000 || Lr: 0.004091 || Task Loss: 0.2493 || KD Loss: 0.0000|| Cost Time: 4:57:40 || Estimated Time: 0:59:59
2023-04-14 04:34:33,065 semantic_segmentation INFO: Iters: 33300/40000 || Lr: 0.004086 || Task Loss: 0.2388 || KD Loss: 0.0000|| Cost Time: 4:57:45 || Estimated Time: 0:59:54
2023-04-14 04:34:37,789 semantic_segmentation INFO: Iters: 33310/40000 || Lr: 0.004081 || Task Loss: 0.2258 || KD Loss: 0.0000|| Cost Time: 4:57:50 || Estimated Time: 0:59:48
2023-04-14 04:34:42,539 semantic_segmentation INFO: Iters: 33320/40000 || Lr: 0.004075 || Task Loss: 0.1973 || KD Loss: 0.0000|| Cost Time: 4:57:54 || Estimated Time: 0:59:43
2023-04-14 04:34:47,288 semantic_segmentation INFO: Iters: 33330/40000 || Lr: 0.004070 || Task Loss: 0.2074 || KD Loss: 0.0000|| Cost Time: 4:57:59 || Estimated Time: 0:59:38
2023-04-14 04:34:51,994 semantic_segmentation INFO: Iters: 33340/40000 || Lr: 0.004064 || Task Loss: 0.1495 || KD Loss: 0.0000|| Cost Time: 4:58:04 || Estimated Time: 0:59:32
2023-04-14 04:34:56,762 semantic_segmentation INFO: Iters: 33350/40000 || Lr: 0.004059 || Task Loss: 0.2741 || KD Loss: 0.0000|| Cost Time: 4:58:09 || Estimated Time: 0:59:27
2023-04-14 04:35:01,489 semantic_segmentation INFO: Iters: 33360/40000 || Lr: 0.004054 || Task Loss: 0.1991 || KD Loss: 0.0000|| Cost Time: 4:58:13 || Estimated Time: 0:59:21
2023-04-14 04:35:06,212 semantic_segmentation INFO: Iters: 33370/40000 || Lr: 0.004048 || Task Loss: 0.1839 || KD Loss: 0.0000|| Cost Time: 4:58:18 || Estimated Time: 0:59:16
2023-04-14 04:35:10,891 semantic_segmentation INFO: Iters: 33380/40000 || Lr: 0.004043 || Task Loss: 0.2219 || KD Loss: 0.0000|| Cost Time: 4:58:23 || Estimated Time: 0:59:10
2023-04-14 04:35:15,616 semantic_segmentation INFO: Iters: 33390/40000 || Lr: 0.004038 || Task Loss: 0.2272 || KD Loss: 0.0000|| Cost Time: 4:58:27 || Estimated Time: 0:59:05
2023-04-14 04:35:20,344 semantic_segmentation INFO: Iters: 33400/40000 || Lr: 0.004032 || Task Loss: 0.2964 || KD Loss: 0.0000|| Cost Time: 4:58:32 || Estimated Time: 0:58:59
2023-04-14 04:35:25,031 semantic_segmentation INFO: Iters: 33410/40000 || Lr: 0.004027 || Task Loss: 0.2343 || KD Loss: 0.0000|| Cost Time: 4:58:37 || Estimated Time: 0:58:54
2023-04-14 04:35:29,799 semantic_segmentation INFO: Iters: 33420/40000 || Lr: 0.004022 || Task Loss: 0.1676 || KD Loss: 0.0000|| Cost Time: 4:58:42 || Estimated Time: 0:58:48
2023-04-14 04:35:34,549 semantic_segmentation INFO: Iters: 33430/40000 || Lr: 0.004016 || Task Loss: 0.2175 || KD Loss: 0.0000|| Cost Time: 4:58:46 || Estimated Time: 0:58:43
2023-04-14 04:35:39,342 semantic_segmentation INFO: Iters: 33440/40000 || Lr: 0.004011 || Task Loss: 0.3105 || KD Loss: 0.0000|| Cost Time: 4:58:51 || Estimated Time: 0:58:37
2023-04-14 04:35:44,038 semantic_segmentation INFO: Iters: 33450/40000 || Lr: 0.004005 || Task Loss: 0.2973 || KD Loss: 0.0000|| Cost Time: 4:58:56 || Estimated Time: 0:58:32
2023-04-14 04:35:48,790 semantic_segmentation INFO: Iters: 33460/40000 || Lr: 0.004000 || Task Loss: 0.2487 || KD Loss: 0.0000|| Cost Time: 4:59:01 || Estimated Time: 0:58:26
2023-04-14 04:35:53,512 semantic_segmentation INFO: Iters: 33470/40000 || Lr: 0.003995 || Task Loss: 0.2563 || KD Loss: 0.0000|| Cost Time: 4:59:05 || Estimated Time: 0:58:21
2023-04-14 04:35:58,265 semantic_segmentation INFO: Iters: 33480/40000 || Lr: 0.003989 || Task Loss: 0.1700 || KD Loss: 0.0000|| Cost Time: 4:59:10 || Estimated Time: 0:58:15
2023-04-14 04:36:02,953 semantic_segmentation INFO: Iters: 33490/40000 || Lr: 0.003984 || Task Loss: 0.1870 || KD Loss: 0.0000|| Cost Time: 4:59:15 || Estimated Time: 0:58:10
2023-04-14 04:36:07,725 semantic_segmentation INFO: Iters: 33500/40000 || Lr: 0.003979 || Task Loss: 0.1890 || KD Loss: 0.0000|| Cost Time: 4:59:19 || Estimated Time: 0:58:04
2023-04-14 04:36:12,436 semantic_segmentation INFO: Iters: 33510/40000 || Lr: 0.003973 || Task Loss: 0.2062 || KD Loss: 0.0000|| Cost Time: 4:59:24 || Estimated Time: 0:57:59
2023-04-14 04:36:17,126 semantic_segmentation INFO: Iters: 33520/40000 || Lr: 0.003968 || Task Loss: 0.1770 || KD Loss: 0.0000|| Cost Time: 4:59:29 || Estimated Time: 0:57:53
2023-04-14 04:36:21,858 semantic_segmentation INFO: Iters: 33530/40000 || Lr: 0.003963 || Task Loss: 0.1800 || KD Loss: 0.0000|| Cost Time: 4:59:34 || Estimated Time: 0:57:48
2023-04-14 04:36:26,587 semantic_segmentation INFO: Iters: 33540/40000 || Lr: 0.003957 || Task Loss: 0.1782 || KD Loss: 0.0000|| Cost Time: 4:59:38 || Estimated Time: 0:57:42
2023-04-14 04:36:31,319 semantic_segmentation INFO: Iters: 33550/40000 || Lr: 0.003952 || Task Loss: 0.2298 || KD Loss: 0.0000|| Cost Time: 4:59:43 || Estimated Time: 0:57:37
2023-04-14 04:36:36,097 semantic_segmentation INFO: Iters: 33560/40000 || Lr: 0.003946 || Task Loss: 0.2367 || KD Loss: 0.0000|| Cost Time: 4:59:48 || Estimated Time: 0:57:31
2023-04-14 04:36:40,868 semantic_segmentation INFO: Iters: 33570/40000 || Lr: 0.003941 || Task Loss: 0.2112 || KD Loss: 0.0000|| Cost Time: 4:59:53 || Estimated Time: 0:57:26
2023-04-14 04:36:45,609 semantic_segmentation INFO: Iters: 33580/40000 || Lr: 0.003936 || Task Loss: 0.3312 || KD Loss: 0.0000|| Cost Time: 4:59:57 || Estimated Time: 0:57:20
2023-04-14 04:36:50,337 semantic_segmentation INFO: Iters: 33590/40000 || Lr: 0.003930 || Task Loss: 0.2682 || KD Loss: 0.0000|| Cost Time: 5:00:02 || Estimated Time: 0:57:15
2023-04-14 04:36:55,084 semantic_segmentation INFO: Iters: 33600/40000 || Lr: 0.003925 || Task Loss: 0.2915 || KD Loss: 0.0000|| Cost Time: 5:00:07 || Estimated Time: 0:57:09
2023-04-14 04:36:55,412 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:36:57,374 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.414
2023-04-14 04:36:58,134 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.484
2023-04-14 04:36:58,264 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.501
2023-04-14 04:36:58,376 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.529
2023-04-14 04:36:58,485 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.521
2023-04-14 04:36:58,583 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.527
2023-04-14 04:36:58,684 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.521
2023-04-14 04:36:58,770 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.568
2023-04-14 04:36:58,845 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.617
2023-04-14 04:36:58,918 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.666
2023-04-14 04:36:58,992 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.671
2023-04-14 04:36:59,064 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.700
2023-04-14 04:36:59,146 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.711
2023-04-14 04:36:59,217 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.703
2023-04-14 04:36:59,291 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.702
2023-04-14 04:36:59,364 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.697
2023-04-14 04:36:59,439 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.700
2023-04-14 04:36:59,515 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.703
2023-04-14 04:36:59,586 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.712
2023-04-14 04:36:59,663 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.719
2023-04-14 04:36:59,740 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.718
2023-04-14 04:36:59,815 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.689
2023-04-14 04:36:59,889 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.687
2023-04-14 04:36:59,962 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.694
2023-04-14 04:37:00,039 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.709
2023-04-14 04:37:00,113 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.712
2023-04-14 04:37:00,190 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.705
2023-04-14 04:37:00,278 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.702
2023-04-14 04:37:00,351 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.707
2023-04-14 04:37:00,425 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.703
2023-04-14 04:37:00,497 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.703
2023-04-14 04:37:00,569 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.701
2023-04-14 04:37:00,646 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.702
2023-04-14 04:37:00,736 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.703
2023-04-14 04:37:00,810 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.705
2023-04-14 04:37:00,883 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.705
2023-04-14 04:37:00,956 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.703
2023-04-14 04:37:01,030 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.702
2023-04-14 04:37:01,104 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.705
2023-04-14 04:37:01,179 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.706
2023-04-14 04:37:01,252 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.708
2023-04-14 04:37:01,329 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.708
2023-04-14 04:37:01,404 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.709
2023-04-14 04:37:01,480 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.710
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2023-04-14 04:37:01,862 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.711
2023-04-14 04:37:01,940 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.714
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2023-04-14 04:37:02,094 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.721
2023-04-14 04:37:02,177 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.722
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2023-04-14 04:37:02,329 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.723
2023-04-14 04:37:02,403 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.726
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2023-04-14 04:37:02,552 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.732
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2023-04-14 04:37:03,921 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.740
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2023-04-14 04:37:04,581 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.735
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2023-04-14 04:37:09,151 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.947, mIoU: 0.732
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2023-04-14 04:37:16,075 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:37:16,145 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:37:16,215 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-14 04:37:16,282 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.950, mIoU: 0.726
2023-04-14 04:37:16,351 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:37:16,421 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:37:16,489 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 04:37:16,556 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:37:16,620 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 04:37:16,687 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:37:16,755 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 04:37:17,478 semantic_segmentation INFO: Overall validation pixAcc: 95.336, mIoU: 72.983
2023-04-14 04:37:22,435 semantic_segmentation INFO: Iters: 33610/40000 || Lr: 0.003920 || Task Loss: 0.2584 || KD Loss: 0.0000|| Cost Time: 5:00:34 || Estimated Time: 0:57:08
2023-04-14 04:37:27,127 semantic_segmentation INFO: Iters: 33620/40000 || Lr: 0.003914 || Task Loss: 0.2455 || KD Loss: 0.0000|| Cost Time: 5:00:39 || Estimated Time: 0:57:03
2023-04-14 04:37:31,794 semantic_segmentation INFO: Iters: 33630/40000 || Lr: 0.003909 || Task Loss: 0.2150 || KD Loss: 0.0000|| Cost Time: 5:00:44 || Estimated Time: 0:56:57
2023-04-14 04:37:36,502 semantic_segmentation INFO: Iters: 33640/40000 || Lr: 0.003903 || Task Loss: 0.2003 || KD Loss: 0.0000|| Cost Time: 5:00:48 || Estimated Time: 0:56:52
2023-04-14 04:37:41,218 semantic_segmentation INFO: Iters: 33650/40000 || Lr: 0.003898 || Task Loss: 0.3963 || KD Loss: 0.0000|| Cost Time: 5:00:53 || Estimated Time: 0:56:46
2023-04-14 04:37:45,938 semantic_segmentation INFO: Iters: 33660/40000 || Lr: 0.003893 || Task Loss: 0.2008 || KD Loss: 0.0000|| Cost Time: 5:00:58 || Estimated Time: 0:56:41
2023-04-14 04:37:50,695 semantic_segmentation INFO: Iters: 33670/40000 || Lr: 0.003887 || Task Loss: 0.2027 || KD Loss: 0.0000|| Cost Time: 5:01:02 || Estimated Time: 0:56:35
2023-04-14 04:37:55,415 semantic_segmentation INFO: Iters: 33680/40000 || Lr: 0.003882 || Task Loss: 0.1542 || KD Loss: 0.0000|| Cost Time: 5:01:07 || Estimated Time: 0:56:30
2023-04-14 04:38:00,183 semantic_segmentation INFO: Iters: 33690/40000 || Lr: 0.003876 || Task Loss: 0.1818 || KD Loss: 0.0000|| Cost Time: 5:01:12 || Estimated Time: 0:56:24
2023-04-14 04:38:04,921 semantic_segmentation INFO: Iters: 33700/40000 || Lr: 0.003871 || Task Loss: 0.2244 || KD Loss: 0.0000|| Cost Time: 5:01:17 || Estimated Time: 0:56:19
2023-04-14 04:38:09,686 semantic_segmentation INFO: Iters: 33710/40000 || Lr: 0.003866 || Task Loss: 0.1900 || KD Loss: 0.0000|| Cost Time: 5:01:21 || Estimated Time: 0:56:13
2023-04-14 04:38:14,401 semantic_segmentation INFO: Iters: 33720/40000 || Lr: 0.003860 || Task Loss: 0.2895 || KD Loss: 0.0000|| Cost Time: 5:01:26 || Estimated Time: 0:56:08
2023-04-14 04:38:19,148 semantic_segmentation INFO: Iters: 33730/40000 || Lr: 0.003855 || Task Loss: 0.1635 || KD Loss: 0.0000|| Cost Time: 5:01:31 || Estimated Time: 0:56:02
2023-04-14 04:38:23,867 semantic_segmentation INFO: Iters: 33740/40000 || Lr: 0.003850 || Task Loss: 0.2792 || KD Loss: 0.0000|| Cost Time: 5:01:36 || Estimated Time: 0:55:57
2023-04-14 04:38:28,577 semantic_segmentation INFO: Iters: 33750/40000 || Lr: 0.003844 || Task Loss: 0.2198 || KD Loss: 0.0000|| Cost Time: 5:01:40 || Estimated Time: 0:55:51
2023-04-14 04:38:33,306 semantic_segmentation INFO: Iters: 33760/40000 || Lr: 0.003839 || Task Loss: 0.2423 || KD Loss: 0.0000|| Cost Time: 5:01:45 || Estimated Time: 0:55:46
2023-04-14 04:38:38,083 semantic_segmentation INFO: Iters: 33770/40000 || Lr: 0.003833 || Task Loss: 0.2162 || KD Loss: 0.0000|| Cost Time: 5:01:50 || Estimated Time: 0:55:41
2023-04-14 04:38:42,828 semantic_segmentation INFO: Iters: 33780/40000 || Lr: 0.003828 || Task Loss: 0.1822 || KD Loss: 0.0000|| Cost Time: 5:01:55 || Estimated Time: 0:55:35
2023-04-14 04:38:47,573 semantic_segmentation INFO: Iters: 33790/40000 || Lr: 0.003823 || Task Loss: 0.2282 || KD Loss: 0.0000|| Cost Time: 5:01:59 || Estimated Time: 0:55:30
2023-04-14 04:38:52,356 semantic_segmentation INFO: Iters: 33800/40000 || Lr: 0.003817 || Task Loss: 0.2668 || KD Loss: 0.0000|| Cost Time: 5:02:04 || Estimated Time: 0:55:24
2023-04-14 04:38:57,093 semantic_segmentation INFO: Iters: 33810/40000 || Lr: 0.003812 || Task Loss: 0.2125 || KD Loss: 0.0000|| Cost Time: 5:02:09 || Estimated Time: 0:55:19
2023-04-14 04:39:01,847 semantic_segmentation INFO: Iters: 33820/40000 || Lr: 0.003806 || Task Loss: 0.2378 || KD Loss: 0.0000|| Cost Time: 5:02:14 || Estimated Time: 0:55:13
2023-04-14 04:39:06,619 semantic_segmentation INFO: Iters: 33830/40000 || Lr: 0.003801 || Task Loss: 0.1566 || KD Loss: 0.0000|| Cost Time: 5:02:18 || Estimated Time: 0:55:08
2023-04-14 04:39:11,377 semantic_segmentation INFO: Iters: 33840/40000 || Lr: 0.003796 || Task Loss: 0.2896 || KD Loss: 0.0000|| Cost Time: 5:02:23 || Estimated Time: 0:55:02
2023-04-14 04:39:16,129 semantic_segmentation INFO: Iters: 33850/40000 || Lr: 0.003790 || Task Loss: 0.1848 || KD Loss: 0.0000|| Cost Time: 5:02:28 || Estimated Time: 0:54:57
2023-04-14 04:39:20,861 semantic_segmentation INFO: Iters: 33860/40000 || Lr: 0.003785 || Task Loss: 0.2083 || KD Loss: 0.0000|| Cost Time: 5:02:33 || Estimated Time: 0:54:51
2023-04-14 04:39:25,581 semantic_segmentation INFO: Iters: 33870/40000 || Lr: 0.003779 || Task Loss: 0.1955 || KD Loss: 0.0000|| Cost Time: 5:02:37 || Estimated Time: 0:54:46
2023-04-14 04:39:30,309 semantic_segmentation INFO: Iters: 33880/40000 || Lr: 0.003774 || Task Loss: 0.2069 || KD Loss: 0.0000|| Cost Time: 5:02:42 || Estimated Time: 0:54:40
2023-04-14 04:39:35,072 semantic_segmentation INFO: Iters: 33890/40000 || Lr: 0.003769 || Task Loss: 0.2142 || KD Loss: 0.0000|| Cost Time: 5:02:47 || Estimated Time: 0:54:35
2023-04-14 04:39:39,820 semantic_segmentation INFO: Iters: 33900/40000 || Lr: 0.003763 || Task Loss: 0.1910 || KD Loss: 0.0000|| Cost Time: 5:02:52 || Estimated Time: 0:54:29
2023-04-14 04:39:44,547 semantic_segmentation INFO: Iters: 33910/40000 || Lr: 0.003758 || Task Loss: 0.3045 || KD Loss: 0.0000|| Cost Time: 5:02:56 || Estimated Time: 0:54:24
2023-04-14 04:39:49,277 semantic_segmentation INFO: Iters: 33920/40000 || Lr: 0.003752 || Task Loss: 0.2444 || KD Loss: 0.0000|| Cost Time: 5:03:01 || Estimated Time: 0:54:18
2023-04-14 04:39:54,077 semantic_segmentation INFO: Iters: 33930/40000 || Lr: 0.003747 || Task Loss: 0.2964 || KD Loss: 0.0000|| Cost Time: 5:03:06 || Estimated Time: 0:54:13
2023-04-14 04:39:58,839 semantic_segmentation INFO: Iters: 33940/40000 || Lr: 0.003742 || Task Loss: 0.1904 || KD Loss: 0.0000|| Cost Time: 5:03:11 || Estimated Time: 0:54:07
2023-04-14 04:40:03,629 semantic_segmentation INFO: Iters: 33950/40000 || Lr: 0.003736 || Task Loss: 0.1744 || KD Loss: 0.0000|| Cost Time: 5:03:15 || Estimated Time: 0:54:02
2023-04-14 04:40:08,334 semantic_segmentation INFO: Iters: 33960/40000 || Lr: 0.003731 || Task Loss: 0.1634 || KD Loss: 0.0000|| Cost Time: 5:03:20 || Estimated Time: 0:53:57
2023-04-14 04:40:13,134 semantic_segmentation INFO: Iters: 33970/40000 || Lr: 0.003725 || Task Loss: 0.2400 || KD Loss: 0.0000|| Cost Time: 5:03:25 || Estimated Time: 0:53:51
2023-04-14 04:40:17,886 semantic_segmentation INFO: Iters: 33980/40000 || Lr: 0.003720 || Task Loss: 0.1900 || KD Loss: 0.0000|| Cost Time: 5:03:30 || Estimated Time: 0:53:46
2023-04-14 04:40:22,607 semantic_segmentation INFO: Iters: 33990/40000 || Lr: 0.003715 || Task Loss: 0.2300 || KD Loss: 0.0000|| Cost Time: 5:03:34 || Estimated Time: 0:53:40
2023-04-14 04:40:27,337 semantic_segmentation INFO: Iters: 34000/40000 || Lr: 0.003709 || Task Loss: 0.3001 || KD Loss: 0.0000|| Cost Time: 5:03:39 || Estimated Time: 0:53:35
2023-04-14 04:40:27,655 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:40:30,408 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.417
2023-04-14 04:40:30,519 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.508
2023-04-14 04:40:30,615 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.515
2023-04-14 04:40:30,701 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.534
2023-04-14 04:40:30,783 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.527
2023-04-14 04:40:30,871 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.532
2023-04-14 04:40:30,946 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.540
2023-04-14 04:40:31,021 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.589
2023-04-14 04:40:31,093 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.614
2023-04-14 04:40:31,162 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.659
2023-04-14 04:40:31,232 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.666
2023-04-14 04:40:31,304 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.677
2023-04-14 04:40:31,378 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.682
2023-04-14 04:40:31,448 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.668
2023-04-14 04:40:31,523 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.673
2023-04-14 04:40:31,601 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.665
2023-04-14 04:40:31,680 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.670
2023-04-14 04:40:31,759 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.671
2023-04-14 04:40:31,832 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.682
2023-04-14 04:40:31,905 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.688
2023-04-14 04:40:31,976 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.689
2023-04-14 04:40:32,047 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.672
2023-04-14 04:40:32,116 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.669
2023-04-14 04:40:32,189 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.678
2023-04-14 04:40:32,260 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.690
2023-04-14 04:40:32,330 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.691
2023-04-14 04:40:32,409 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.686
2023-04-14 04:40:32,490 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.684
2023-04-14 04:40:32,569 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.688
2023-04-14 04:40:32,644 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.702
2023-04-14 04:40:32,716 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-14 04:40:32,794 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.700
2023-04-14 04:40:32,871 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.701
2023-04-14 04:40:32,947 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.700
2023-04-14 04:40:33,021 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.702
2023-04-14 04:40:33,094 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.701
2023-04-14 04:40:33,173 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-14 04:40:33,249 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.698
2023-04-14 04:40:33,325 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.693
2023-04-14 04:40:33,399 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.694
2023-04-14 04:40:33,471 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.693
2023-04-14 04:40:33,544 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.693
2023-04-14 04:40:33,622 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.694
2023-04-14 04:40:33,701 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.695
2023-04-14 04:40:33,777 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.694
2023-04-14 04:40:33,855 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.693
2023-04-14 04:40:33,929 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.693
2023-04-14 04:40:34,009 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.692
2023-04-14 04:40:34,082 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.695
2023-04-14 04:40:34,159 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.697
2023-04-14 04:40:34,232 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.698
2023-04-14 04:40:34,302 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.699
2023-04-14 04:40:34,373 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.700
2023-04-14 04:40:34,453 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.703
2023-04-14 04:40:34,529 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.702
2023-04-14 04:40:34,611 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.697
2023-04-14 04:40:34,687 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.697
2023-04-14 04:40:34,766 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.704
2023-04-14 04:40:34,844 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.707
2023-04-14 04:40:34,924 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.705
2023-04-14 04:40:34,999 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 04:40:35,078 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.710
2023-04-14 04:40:35,155 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-14 04:40:35,233 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.714
2023-04-14 04:40:35,308 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:35,380 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:35,457 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:35,530 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:40:35,601 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:35,678 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:35,749 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:35,827 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:40:35,906 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:40:35,984 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:40:36,060 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:40:36,133 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:40:36,205 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:40:36,276 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:40:36,349 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:40:36,422 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-14 04:40:36,496 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.719
2023-04-14 04:40:36,566 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-14 04:40:36,643 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-14 04:40:36,722 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.716
2023-04-14 04:40:36,798 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-14 04:40:36,874 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-14 04:40:36,945 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.712
2023-04-14 04:40:37,021 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-14 04:40:37,096 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-14 04:40:37,169 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-14 04:40:37,242 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.712
2023-04-14 04:40:37,323 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 04:40:37,396 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 04:40:37,471 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.711
2023-04-14 04:40:37,548 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-14 04:40:37,621 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.711
2023-04-14 04:40:37,695 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-14 04:40:37,765 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.709
2023-04-14 04:40:37,837 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-14 04:40:37,907 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.709
2023-04-14 04:40:37,980 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-14 04:40:38,057 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.708
2023-04-14 04:40:38,128 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.707
2023-04-14 04:40:38,202 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-14 04:40:38,276 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-14 04:40:38,358 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-14 04:40:38,436 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-14 04:40:38,511 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.708
2023-04-14 04:40:38,587 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.707
2023-04-14 04:40:38,662 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.706
2023-04-14 04:40:38,732 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.706
2023-04-14 04:40:38,804 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.705
2023-04-14 04:40:38,876 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.705
2023-04-14 04:40:38,947 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 04:40:39,017 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.704
2023-04-14 04:40:39,091 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.703
2023-04-14 04:40:39,175 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.709
2023-04-14 04:40:39,257 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.711
2023-04-14 04:40:39,333 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-14 04:40:39,408 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-14 04:40:39,486 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-14 04:40:39,556 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-14 04:40:39,631 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.713
2023-04-14 04:40:39,703 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.715
2023-04-14 04:40:39,775 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.714
2023-04-14 04:40:39,853 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.716
2023-04-14 04:40:39,929 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.718
2023-04-14 04:40:40,009 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:40:40,090 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:40:40,169 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:40:40,249 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:40:40,319 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.718
2023-04-14 04:40:40,391 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.717
2023-04-14 04:40:40,465 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 04:40:40,541 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:40:40,617 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:40:40,692 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:40:40,769 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:40:40,846 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 04:40:40,924 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:40:40,995 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:40:41,069 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:40:41,148 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:40:41,227 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:40:41,305 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 04:40:41,380 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:40:41,460 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:40:41,534 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:40:41,609 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:40:41,683 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:40:41,756 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:40:41,834 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:40:41,910 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:40:41,984 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:40:42,058 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:40:42,132 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:40:42,206 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:40:42,282 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:40:42,355 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:40:42,426 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.721
2023-04-14 04:40:42,497 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.720
2023-04-14 04:40:42,567 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.718
2023-04-14 04:40:42,645 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 04:40:42,725 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 04:40:42,802 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 04:40:42,877 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:40:42,952 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 04:40:43,025 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 04:40:43,098 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.944, mIoU: 0.717
2023-04-14 04:40:43,171 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:43,242 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-14 04:40:43,314 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:43,386 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:43,459 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:43,532 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:43,607 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:43,681 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:43,756 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:43,836 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.944, mIoU: 0.716
2023-04-14 04:40:43,913 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:43,988 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:44,064 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:44,138 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:44,213 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:44,288 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:44,362 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-14 04:40:44,437 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-14 04:40:44,509 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.945, mIoU: 0.715
2023-04-14 04:40:44,580 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:44,653 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:44,726 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:44,797 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:44,870 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:44,946 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.946, mIoU: 0.718
2023-04-14 04:40:45,015 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-14 04:40:45,085 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-14 04:40:45,157 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:45,230 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:45,308 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:45,385 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.945, mIoU: 0.716
2023-04-14 04:40:45,466 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.945, mIoU: 0.717
2023-04-14 04:40:45,542 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:45,619 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:45,697 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:45,772 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:45,843 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:45,918 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:45,996 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:46,074 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:46,151 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:46,226 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:46,300 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.946, mIoU: 0.716
2023-04-14 04:40:46,371 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:46,445 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:46,521 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:46,590 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.946, mIoU: 0.717
2023-04-14 04:40:46,664 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-14 04:40:46,739 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.947, mIoU: 0.717
2023-04-14 04:40:46,815 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-14 04:40:46,886 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.947, mIoU: 0.718
2023-04-14 04:40:46,957 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.947, mIoU: 0.713
2023-04-14 04:40:47,029 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:40:47,100 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:40:47,171 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:40:47,242 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:40:47,313 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:40:47,380 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:40:47,448 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:40:47,514 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.947, mIoU: 0.709
2023-04-14 04:40:47,579 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-14 04:40:47,644 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 04:40:47,706 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 04:40:47,771 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 04:40:47,835 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 04:40:47,902 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 04:40:47,975 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-14 04:40:48,046 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-14 04:40:48,116 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-14 04:40:48,185 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.946, mIoU: 0.708
2023-04-14 04:40:48,256 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-14 04:40:48,325 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-14 04:40:48,395 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-14 04:40:48,461 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.946, mIoU: 0.709
2023-04-14 04:40:48,528 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.946, mIoU: 0.710
2023-04-14 04:40:48,595 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.947, mIoU: 0.710
2023-04-14 04:40:48,661 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.947, mIoU: 0.711
2023-04-14 04:40:48,727 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.947, mIoU: 0.710
2023-04-14 04:40:48,789 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.946, mIoU: 0.711
2023-04-14 04:40:48,856 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.947, mIoU: 0.710
2023-04-14 04:40:48,924 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.947, mIoU: 0.711
2023-04-14 04:40:49,709 semantic_segmentation INFO: Overall validation pixAcc: 95.101, mIoU: 71.506
2023-04-14 04:40:54,634 semantic_segmentation INFO: Iters: 34010/40000 || Lr: 0.003704 || Task Loss: 0.2243 || KD Loss: 0.0000|| Cost Time: 5:04:06 || Estimated Time: 0:53:33
2023-04-14 04:40:59,391 semantic_segmentation INFO: Iters: 34020/40000 || Lr: 0.003698 || Task Loss: 0.1749 || KD Loss: 0.0000|| Cost Time: 5:04:11 || Estimated Time: 0:53:28
2023-04-14 04:41:04,084 semantic_segmentation INFO: Iters: 34030/40000 || Lr: 0.003693 || Task Loss: 0.2810 || KD Loss: 0.0000|| Cost Time: 5:04:16 || Estimated Time: 0:53:22
2023-04-14 04:41:08,747 semantic_segmentation INFO: Iters: 34040/40000 || Lr: 0.003687 || Task Loss: 0.2198 || KD Loss: 0.0000|| Cost Time: 5:04:21 || Estimated Time: 0:53:17
2023-04-14 04:41:13,465 semantic_segmentation INFO: Iters: 34050/40000 || Lr: 0.003682 || Task Loss: 0.2318 || KD Loss: 0.0000|| Cost Time: 5:04:25 || Estimated Time: 0:53:11
2023-04-14 04:41:18,213 semantic_segmentation INFO: Iters: 34060/40000 || Lr: 0.003677 || Task Loss: 0.3005 || KD Loss: 0.0000|| Cost Time: 5:04:30 || Estimated Time: 0:53:06
2023-04-14 04:41:22,938 semantic_segmentation INFO: Iters: 34070/40000 || Lr: 0.003671 || Task Loss: 0.2260 || KD Loss: 0.0000|| Cost Time: 5:04:35 || Estimated Time: 0:53:00
2023-04-14 04:41:27,646 semantic_segmentation INFO: Iters: 34080/40000 || Lr: 0.003666 || Task Loss: 0.2496 || KD Loss: 0.0000|| Cost Time: 5:04:39 || Estimated Time: 0:52:55
2023-04-14 04:41:32,349 semantic_segmentation INFO: Iters: 34090/40000 || Lr: 0.003660 || Task Loss: 0.3527 || KD Loss: 0.0000|| Cost Time: 5:04:44 || Estimated Time: 0:52:49
2023-04-14 04:41:37,064 semantic_segmentation INFO: Iters: 34100/40000 || Lr: 0.003655 || Task Loss: 0.2473 || KD Loss: 0.0000|| Cost Time: 5:04:49 || Estimated Time: 0:52:44
2023-04-14 04:41:41,797 semantic_segmentation INFO: Iters: 34110/40000 || Lr: 0.003650 || Task Loss: 0.2234 || KD Loss: 0.0000|| Cost Time: 5:04:54 || Estimated Time: 0:52:38
2023-04-14 04:41:46,563 semantic_segmentation INFO: Iters: 34120/40000 || Lr: 0.003644 || Task Loss: 0.2696 || KD Loss: 0.0000|| Cost Time: 5:04:58 || Estimated Time: 0:52:33
2023-04-14 04:41:51,311 semantic_segmentation INFO: Iters: 34130/40000 || Lr: 0.003639 || Task Loss: 0.1779 || KD Loss: 0.0000|| Cost Time: 5:05:03 || Estimated Time: 0:52:27
2023-04-14 04:41:56,066 semantic_segmentation INFO: Iters: 34140/40000 || Lr: 0.003633 || Task Loss: 0.2173 || KD Loss: 0.0000|| Cost Time: 5:05:08 || Estimated Time: 0:52:22
2023-04-14 04:42:00,847 semantic_segmentation INFO: Iters: 34150/40000 || Lr: 0.003628 || Task Loss: 0.2508 || KD Loss: 0.0000|| Cost Time: 5:05:13 || Estimated Time: 0:52:17
2023-04-14 04:42:05,584 semantic_segmentation INFO: Iters: 34160/40000 || Lr: 0.003622 || Task Loss: 0.1985 || KD Loss: 0.0000|| Cost Time: 5:05:17 || Estimated Time: 0:52:11
2023-04-14 04:42:10,279 semantic_segmentation INFO: Iters: 34170/40000 || Lr: 0.003617 || Task Loss: 0.2201 || KD Loss: 0.0000|| Cost Time: 5:05:22 || Estimated Time: 0:52:06
2023-04-14 04:42:14,961 semantic_segmentation INFO: Iters: 34180/40000 || Lr: 0.003612 || Task Loss: 0.2231 || KD Loss: 0.0000|| Cost Time: 5:05:27 || Estimated Time: 0:52:00
2023-04-14 04:42:19,695 semantic_segmentation INFO: Iters: 34190/40000 || Lr: 0.003606 || Task Loss: 0.2112 || KD Loss: 0.0000|| Cost Time: 5:05:31 || Estimated Time: 0:51:55
2023-04-14 04:42:24,431 semantic_segmentation INFO: Iters: 34200/40000 || Lr: 0.003601 || Task Loss: 0.2184 || KD Loss: 0.0000|| Cost Time: 5:05:36 || Estimated Time: 0:51:49
2023-04-14 04:42:29,160 semantic_segmentation INFO: Iters: 34210/40000 || Lr: 0.003595 || Task Loss: 0.1584 || KD Loss: 0.0000|| Cost Time: 5:05:41 || Estimated Time: 0:51:44
2023-04-14 04:42:33,938 semantic_segmentation INFO: Iters: 34220/40000 || Lr: 0.003590 || Task Loss: 0.1611 || KD Loss: 0.0000|| Cost Time: 5:05:46 || Estimated Time: 0:51:38
2023-04-14 04:42:38,696 semantic_segmentation INFO: Iters: 34230/40000 || Lr: 0.003584 || Task Loss: 0.2329 || KD Loss: 0.0000|| Cost Time: 5:05:50 || Estimated Time: 0:51:33
2023-04-14 04:42:43,443 semantic_segmentation INFO: Iters: 34240/40000 || Lr: 0.003579 || Task Loss: 0.2186 || KD Loss: 0.0000|| Cost Time: 5:05:55 || Estimated Time: 0:51:27
2023-04-14 04:42:48,192 semantic_segmentation INFO: Iters: 34250/40000 || Lr: 0.003574 || Task Loss: 0.2588 || KD Loss: 0.0000|| Cost Time: 5:06:00 || Estimated Time: 0:51:22
2023-04-14 04:42:52,926 semantic_segmentation INFO: Iters: 34260/40000 || Lr: 0.003568 || Task Loss: 0.2641 || KD Loss: 0.0000|| Cost Time: 5:06:05 || Estimated Time: 0:51:16
2023-04-14 04:42:57,700 semantic_segmentation INFO: Iters: 34270/40000 || Lr: 0.003563 || Task Loss: 0.2070 || KD Loss: 0.0000|| Cost Time: 5:06:09 || Estimated Time: 0:51:11
2023-04-14 04:43:02,500 semantic_segmentation INFO: Iters: 34280/40000 || Lr: 0.003557 || Task Loss: 0.2064 || KD Loss: 0.0000|| Cost Time: 5:06:14 || Estimated Time: 0:51:05
2023-04-14 04:43:07,257 semantic_segmentation INFO: Iters: 34290/40000 || Lr: 0.003552 || Task Loss: 0.2615 || KD Loss: 0.0000|| Cost Time: 5:06:19 || Estimated Time: 0:51:00
2023-04-14 04:43:11,987 semantic_segmentation INFO: Iters: 34300/40000 || Lr: 0.003546 || Task Loss: 0.2562 || KD Loss: 0.0000|| Cost Time: 5:06:24 || Estimated Time: 0:50:55
2023-04-14 04:43:16,736 semantic_segmentation INFO: Iters: 34310/40000 || Lr: 0.003541 || Task Loss: 0.2258 || KD Loss: 0.0000|| Cost Time: 5:06:29 || Estimated Time: 0:50:49
2023-04-14 04:43:21,475 semantic_segmentation INFO: Iters: 34320/40000 || Lr: 0.003535 || Task Loss: 0.1897 || KD Loss: 0.0000|| Cost Time: 5:06:33 || Estimated Time: 0:50:44
2023-04-14 04:43:26,241 semantic_segmentation INFO: Iters: 34330/40000 || Lr: 0.003530 || Task Loss: 0.3239 || KD Loss: 0.0000|| Cost Time: 5:06:38 || Estimated Time: 0:50:38
2023-04-14 04:43:31,000 semantic_segmentation INFO: Iters: 34340/40000 || Lr: 0.003525 || Task Loss: 0.2726 || KD Loss: 0.0000|| Cost Time: 5:06:43 || Estimated Time: 0:50:33
2023-04-14 04:43:35,724 semantic_segmentation INFO: Iters: 34350/40000 || Lr: 0.003519 || Task Loss: 0.2494 || KD Loss: 0.0000|| Cost Time: 5:06:47 || Estimated Time: 0:50:27
2023-04-14 04:43:40,487 semantic_segmentation INFO: Iters: 34360/40000 || Lr: 0.003514 || Task Loss: 0.1467 || KD Loss: 0.0000|| Cost Time: 5:06:52 || Estimated Time: 0:50:22
2023-04-14 04:43:45,255 semantic_segmentation INFO: Iters: 34370/40000 || Lr: 0.003508 || Task Loss: 0.2532 || KD Loss: 0.0000|| Cost Time: 5:06:57 || Estimated Time: 0:50:16
2023-04-14 04:43:49,977 semantic_segmentation INFO: Iters: 34380/40000 || Lr: 0.003503 || Task Loss: 0.1829 || KD Loss: 0.0000|| Cost Time: 5:07:02 || Estimated Time: 0:50:11
2023-04-14 04:43:54,733 semantic_segmentation INFO: Iters: 34390/40000 || Lr: 0.003497 || Task Loss: 0.2037 || KD Loss: 0.0000|| Cost Time: 5:07:07 || Estimated Time: 0:50:05
2023-04-14 04:43:59,472 semantic_segmentation INFO: Iters: 34400/40000 || Lr: 0.003492 || Task Loss: 0.2289 || KD Loss: 0.0000|| Cost Time: 5:07:11 || Estimated Time: 0:50:00
2023-04-14 04:43:59,805 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:44:02,238 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.412
2023-04-14 04:44:02,417 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.504
2023-04-14 04:44:02,806 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.519
2023-04-14 04:44:02,885 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.538
2023-04-14 04:44:02,960 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.516
2023-04-14 04:44:03,041 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.522
2023-04-14 04:44:03,114 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.525
2023-04-14 04:44:03,186 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.573
2023-04-14 04:44:03,259 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.622
2023-04-14 04:44:03,331 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.683
2023-04-14 04:44:03,403 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.686
2023-04-14 04:44:03,474 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.706
2023-04-14 04:44:03,549 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.712
2023-04-14 04:44:03,621 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.691
2023-04-14 04:44:03,695 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.694
2023-04-14 04:44:03,770 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.686
2023-04-14 04:44:03,843 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.689
2023-04-14 04:44:03,921 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.693
2023-04-14 04:44:03,994 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.703
2023-04-14 04:44:04,069 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.709
2023-04-14 04:44:04,142 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.709
2023-04-14 04:44:04,215 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.689
2023-04-14 04:44:04,289 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.688
2023-04-14 04:44:04,360 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.697
2023-04-14 04:44:04,432 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.711
2023-04-14 04:44:04,504 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.714
2023-04-14 04:44:04,583 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.701
2023-04-14 04:44:04,664 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.697
2023-04-14 04:44:04,740 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.700
2023-04-14 04:44:04,814 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.714
2023-04-14 04:44:04,886 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.712
2023-04-14 04:44:04,957 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.710
2023-04-14 04:44:05,030 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.712
2023-04-14 04:44:05,106 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.710
2023-04-14 04:44:05,175 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.713
2023-04-14 04:44:05,245 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.712
2023-04-14 04:44:05,320 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.709
2023-04-14 04:44:05,398 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.707
2023-04-14 04:44:05,477 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.703
2023-04-14 04:44:05,552 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.704
2023-04-14 04:44:05,633 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.704
2023-04-14 04:44:05,709 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.704
2023-04-14 04:44:05,782 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.705
2023-04-14 04:44:05,855 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.706
2023-04-14 04:44:05,929 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.706
2023-04-14 04:44:06,000 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.706
2023-04-14 04:44:06,072 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.706
2023-04-14 04:44:06,145 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.705
2023-04-14 04:44:06,221 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.708
2023-04-14 04:44:06,297 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.711
2023-04-14 04:44:06,375 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.712
2023-04-14 04:44:06,451 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.719
2023-04-14 04:44:06,527 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.721
2023-04-14 04:44:06,602 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.722
2023-04-14 04:44:06,676 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-14 04:44:06,749 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:44:06,820 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:44:06,898 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.731
2023-04-14 04:44:06,976 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.735
2023-04-14 04:44:07,056 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:44:07,134 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-14 04:44:07,212 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 04:44:07,286 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-14 04:44:07,362 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 04:44:07,438 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-14 04:44:07,515 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:44:07,590 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:44:07,667 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 04:44:07,743 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:44:07,821 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:44:07,895 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:44:07,969 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 04:44:08,044 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:44:08,114 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:44:08,188 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:44:08,266 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:44:08,343 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:44:08,419 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:44:08,498 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:44:08,577 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 04:44:08,654 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-14 04:44:08,727 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-14 04:44:08,802 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 04:44:08,877 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-14 04:44:08,949 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 04:44:09,021 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:44:09,096 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:44:09,171 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:44:09,245 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 04:44:09,320 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 04:44:09,397 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 04:44:09,469 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-14 04:44:09,546 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-14 04:44:09,619 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-14 04:44:09,696 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:44:09,772 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:09,848 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:44:09,924 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.729
2023-04-14 04:44:10,000 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-14 04:44:10,073 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:10,145 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:44:10,218 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:44:10,288 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:44:10,363 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:44:10,437 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:44:10,513 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:44:10,592 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:44:10,667 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:44:10,746 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:44:10,820 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:44:10,894 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:44:10,967 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:44:11,039 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:44:11,110 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:44:11,181 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:44:11,252 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:44:11,327 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:44:11,401 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:44:11,479 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:44:11,560 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:44:11,640 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:44:11,717 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:44:11,788 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:44:11,861 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:44:11,930 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:44:12,002 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:44:12,073 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:44:12,151 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.734
2023-04-14 04:44:12,227 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.732
2023-04-14 04:44:12,302 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:44:12,380 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:44:12,456 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:44:12,532 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.732
2023-04-14 04:44:12,605 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:44:12,679 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:12,755 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:12,825 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:12,897 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:12,979 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 04:44:13,056 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:44:13,130 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:44:13,206 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:44:13,281 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:44:13,354 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:44:13,427 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 04:44:13,501 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:44:13,574 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:44:13,644 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:44:13,716 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 04:44:13,791 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 04:44:13,869 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:44:13,944 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:44:14,022 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:44:14,097 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 04:44:14,172 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:44:14,245 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:44:14,319 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:44:14,393 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:44:14,464 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 04:44:14,536 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 04:44:14,612 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 04:44:14,684 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 04:44:14,760 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:14,840 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:14,925 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:15,007 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:15,083 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:15,159 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:15,236 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 04:44:15,313 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:44:15,390 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:44:15,466 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:44:15,548 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:44:15,619 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:44:15,690 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:44:15,761 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:15,835 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:15,911 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:44:15,990 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:16,066 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:16,145 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:16,222 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:16,297 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:16,369 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:16,449 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 04:44:16,524 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:16,599 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:16,675 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.947, mIoU: 0.730
2023-04-14 04:44:16,754 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-14 04:44:16,830 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.948, mIoU: 0.730
2023-04-14 04:44:16,905 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:44:16,977 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.948, mIoU: 0.731
2023-04-14 04:44:17,050 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:44:17,119 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:44:17,192 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:44:17,264 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:44:17,341 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:44:17,417 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:44:17,494 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:44:17,571 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:44:17,645 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:44:17,718 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:44:17,793 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:44:17,865 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:44:17,940 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:44:18,014 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 04:44:18,087 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-14 04:44:18,161 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 04:44:18,237 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:18,315 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:18,390 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:18,468 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.949, mIoU: 0.731
2023-04-14 04:44:18,544 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.949, mIoU: 0.731
2023-04-14 04:44:18,618 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:18,692 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:18,763 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:18,835 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:18,910 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:18,985 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:19,057 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 04:44:19,128 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:44:19,201 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:44:19,272 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:44:19,343 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:44:19,413 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:44:19,482 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:44:19,550 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:44:19,618 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:44:19,684 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:19,749 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:19,815 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-14 04:44:19,878 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:19,942 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:20,007 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:20,074 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:20,147 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:20,218 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:44:20,289 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:20,358 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:20,427 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:44:20,497 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:44:20,564 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:44:20,629 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:44:20,696 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:44:20,761 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:44:20,827 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:44:20,894 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:44:20,961 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:44:21,032 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:44:21,102 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:44:21,734 semantic_segmentation INFO: Overall validation pixAcc: 95.333, mIoU: 73.177
2023-04-14 04:44:26,664 semantic_segmentation INFO: Iters: 34410/40000 || Lr: 0.003486 || Task Loss: 0.1634 || KD Loss: 0.0000|| Cost Time: 5:07:38 || Estimated Time: 0:49:58
2023-04-14 04:44:31,376 semantic_segmentation INFO: Iters: 34420/40000 || Lr: 0.003481 || Task Loss: 0.2219 || KD Loss: 0.0000|| Cost Time: 5:07:43 || Estimated Time: 0:49:53
2023-04-14 04:44:36,120 semantic_segmentation INFO: Iters: 34430/40000 || Lr: 0.003476 || Task Loss: 0.2108 || KD Loss: 0.0000|| Cost Time: 5:07:48 || Estimated Time: 0:49:47
2023-04-14 04:44:40,804 semantic_segmentation INFO: Iters: 34440/40000 || Lr: 0.003470 || Task Loss: 0.1697 || KD Loss: 0.0000|| Cost Time: 5:07:53 || Estimated Time: 0:49:42
2023-04-14 04:44:45,520 semantic_segmentation INFO: Iters: 34450/40000 || Lr: 0.003465 || Task Loss: 0.2221 || KD Loss: 0.0000|| Cost Time: 5:07:57 || Estimated Time: 0:49:36
2023-04-14 04:44:50,273 semantic_segmentation INFO: Iters: 34460/40000 || Lr: 0.003459 || Task Loss: 0.2304 || KD Loss: 0.0000|| Cost Time: 5:08:02 || Estimated Time: 0:49:31
2023-04-14 04:44:55,051 semantic_segmentation INFO: Iters: 34470/40000 || Lr: 0.003454 || Task Loss: 0.2756 || KD Loss: 0.0000|| Cost Time: 5:08:07 || Estimated Time: 0:49:25
2023-04-14 04:44:59,742 semantic_segmentation INFO: Iters: 34480/40000 || Lr: 0.003448 || Task Loss: 0.4039 || KD Loss: 0.0000|| Cost Time: 5:08:12 || Estimated Time: 0:49:20
2023-04-14 04:45:04,487 semantic_segmentation INFO: Iters: 34490/40000 || Lr: 0.003443 || Task Loss: 0.1795 || KD Loss: 0.0000|| Cost Time: 5:08:16 || Estimated Time: 0:49:14
2023-04-14 04:45:09,274 semantic_segmentation INFO: Iters: 34500/40000 || Lr: 0.003437 || Task Loss: 0.2982 || KD Loss: 0.0000|| Cost Time: 5:08:21 || Estimated Time: 0:49:09
2023-04-14 04:45:13,997 semantic_segmentation INFO: Iters: 34510/40000 || Lr: 0.003432 || Task Loss: 0.2334 || KD Loss: 0.0000|| Cost Time: 5:08:26 || Estimated Time: 0:49:04
2023-04-14 04:45:18,719 semantic_segmentation INFO: Iters: 34520/40000 || Lr: 0.003426 || Task Loss: 0.1606 || KD Loss: 0.0000|| Cost Time: 5:08:30 || Estimated Time: 0:48:58
2023-04-14 04:45:23,452 semantic_segmentation INFO: Iters: 34530/40000 || Lr: 0.003421 || Task Loss: 0.2148 || KD Loss: 0.0000|| Cost Time: 5:08:35 || Estimated Time: 0:48:53
2023-04-14 04:45:28,224 semantic_segmentation INFO: Iters: 34540/40000 || Lr: 0.003415 || Task Loss: 0.2200 || KD Loss: 0.0000|| Cost Time: 5:08:40 || Estimated Time: 0:48:47
2023-04-14 04:45:32,947 semantic_segmentation INFO: Iters: 34550/40000 || Lr: 0.003410 || Task Loss: 0.2116 || KD Loss: 0.0000|| Cost Time: 5:08:45 || Estimated Time: 0:48:42
2023-04-14 04:45:37,727 semantic_segmentation INFO: Iters: 34560/40000 || Lr: 0.003405 || Task Loss: 0.2200 || KD Loss: 0.0000|| Cost Time: 5:08:50 || Estimated Time: 0:48:36
2023-04-14 04:45:42,475 semantic_segmentation INFO: Iters: 34570/40000 || Lr: 0.003399 || Task Loss: 0.2547 || KD Loss: 0.0000|| Cost Time: 5:08:54 || Estimated Time: 0:48:31
2023-04-14 04:45:47,215 semantic_segmentation INFO: Iters: 34580/40000 || Lr: 0.003394 || Task Loss: 0.2309 || KD Loss: 0.0000|| Cost Time: 5:08:59 || Estimated Time: 0:48:25
2023-04-14 04:45:51,980 semantic_segmentation INFO: Iters: 34590/40000 || Lr: 0.003388 || Task Loss: 0.2426 || KD Loss: 0.0000|| Cost Time: 5:09:04 || Estimated Time: 0:48:20
2023-04-14 04:45:56,700 semantic_segmentation INFO: Iters: 34600/40000 || Lr: 0.003383 || Task Loss: 0.3252 || KD Loss: 0.0000|| Cost Time: 5:09:08 || Estimated Time: 0:48:14
2023-04-14 04:46:01,474 semantic_segmentation INFO: Iters: 34610/40000 || Lr: 0.003377 || Task Loss: 0.1661 || KD Loss: 0.0000|| Cost Time: 5:09:13 || Estimated Time: 0:48:09
2023-04-14 04:46:06,260 semantic_segmentation INFO: Iters: 34620/40000 || Lr: 0.003372 || Task Loss: 0.2752 || KD Loss: 0.0000|| Cost Time: 5:09:18 || Estimated Time: 0:48:03
2023-04-14 04:46:11,051 semantic_segmentation INFO: Iters: 34630/40000 || Lr: 0.003366 || Task Loss: 0.2012 || KD Loss: 0.0000|| Cost Time: 5:09:23 || Estimated Time: 0:47:58
2023-04-14 04:46:15,752 semantic_segmentation INFO: Iters: 34640/40000 || Lr: 0.003361 || Task Loss: 0.2766 || KD Loss: 0.0000|| Cost Time: 5:09:28 || Estimated Time: 0:47:53
2023-04-14 04:46:20,524 semantic_segmentation INFO: Iters: 34650/40000 || Lr: 0.003355 || Task Loss: 0.2443 || KD Loss: 0.0000|| Cost Time: 5:09:32 || Estimated Time: 0:47:47
2023-04-14 04:46:25,281 semantic_segmentation INFO: Iters: 34660/40000 || Lr: 0.003350 || Task Loss: 0.2048 || KD Loss: 0.0000|| Cost Time: 5:09:37 || Estimated Time: 0:47:42
2023-04-14 04:46:30,010 semantic_segmentation INFO: Iters: 34670/40000 || Lr: 0.003344 || Task Loss: 0.1874 || KD Loss: 0.0000|| Cost Time: 5:09:42 || Estimated Time: 0:47:36
2023-04-14 04:46:34,758 semantic_segmentation INFO: Iters: 34680/40000 || Lr: 0.003339 || Task Loss: 0.1907 || KD Loss: 0.0000|| Cost Time: 5:09:47 || Estimated Time: 0:47:31
2023-04-14 04:46:39,533 semantic_segmentation INFO: Iters: 34690/40000 || Lr: 0.003333 || Task Loss: 0.2737 || KD Loss: 0.0000|| Cost Time: 5:09:51 || Estimated Time: 0:47:25
2023-04-14 04:46:44,288 semantic_segmentation INFO: Iters: 34700/40000 || Lr: 0.003328 || Task Loss: 0.2321 || KD Loss: 0.0000|| Cost Time: 5:09:56 || Estimated Time: 0:47:20
2023-04-14 04:46:49,031 semantic_segmentation INFO: Iters: 34710/40000 || Lr: 0.003322 || Task Loss: 0.1626 || KD Loss: 0.0000|| Cost Time: 5:10:01 || Estimated Time: 0:47:14
2023-04-14 04:46:53,765 semantic_segmentation INFO: Iters: 34720/40000 || Lr: 0.003317 || Task Loss: 0.2698 || KD Loss: 0.0000|| Cost Time: 5:10:06 || Estimated Time: 0:47:09
2023-04-14 04:46:58,480 semantic_segmentation INFO: Iters: 34730/40000 || Lr: 0.003311 || Task Loss: 0.2504 || KD Loss: 0.0000|| Cost Time: 5:10:10 || Estimated Time: 0:47:03
2023-04-14 04:47:03,259 semantic_segmentation INFO: Iters: 34740/40000 || Lr: 0.003306 || Task Loss: 0.1765 || KD Loss: 0.0000|| Cost Time: 5:10:15 || Estimated Time: 0:46:58
2023-04-14 04:47:08,035 semantic_segmentation INFO: Iters: 34750/40000 || Lr: 0.003300 || Task Loss: 0.2107 || KD Loss: 0.0000|| Cost Time: 5:10:20 || Estimated Time: 0:46:53
2023-04-14 04:47:12,730 semantic_segmentation INFO: Iters: 34760/40000 || Lr: 0.003295 || Task Loss: 0.2824 || KD Loss: 0.0000|| Cost Time: 5:10:25 || Estimated Time: 0:46:47
2023-04-14 04:47:17,521 semantic_segmentation INFO: Iters: 34770/40000 || Lr: 0.003290 || Task Loss: 0.1746 || KD Loss: 0.0000|| Cost Time: 5:10:29 || Estimated Time: 0:46:42
2023-04-14 04:47:22,264 semantic_segmentation INFO: Iters: 34780/40000 || Lr: 0.003284 || Task Loss: 0.2060 || KD Loss: 0.0000|| Cost Time: 5:10:34 || Estimated Time: 0:46:36
2023-04-14 04:47:27,043 semantic_segmentation INFO: Iters: 34790/40000 || Lr: 0.003279 || Task Loss: 0.2507 || KD Loss: 0.0000|| Cost Time: 5:10:39 || Estimated Time: 0:46:31
2023-04-14 04:47:31,789 semantic_segmentation INFO: Iters: 34800/40000 || Lr: 0.003273 || Task Loss: 0.1787 || KD Loss: 0.0000|| Cost Time: 5:10:44 || Estimated Time: 0:46:25
2023-04-14 04:47:32,147 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:47:34,843 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.412
2023-04-14 04:47:34,964 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.510
2023-04-14 04:47:35,216 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.521
2023-04-14 04:47:35,310 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.539
2023-04-14 04:47:35,387 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.531
2023-04-14 04:47:35,465 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.538
2023-04-14 04:47:35,538 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.557
2023-04-14 04:47:35,613 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.606
2023-04-14 04:47:35,688 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.656
2023-04-14 04:47:35,760 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.707
2023-04-14 04:47:35,832 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.715
2023-04-14 04:47:35,901 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.727
2023-04-14 04:47:35,970 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.731
2023-04-14 04:47:36,042 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.719
2023-04-14 04:47:36,114 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.719
2023-04-14 04:47:36,188 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.711
2023-04-14 04:47:36,262 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.712
2023-04-14 04:47:36,333 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.714
2023-04-14 04:47:36,403 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.719
2023-04-14 04:47:36,475 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.726
2023-04-14 04:47:36,556 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.724
2023-04-14 04:47:36,636 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.735
2023-04-14 04:47:36,715 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.732
2023-04-14 04:47:36,787 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.740
2023-04-14 04:47:36,861 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.748
2023-04-14 04:47:36,931 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.749
2023-04-14 04:47:37,003 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.737
2023-04-14 04:47:37,076 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.733
2023-04-14 04:47:37,145 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.732
2023-04-14 04:47:37,216 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-14 04:47:37,287 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.743
2023-04-14 04:47:37,362 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 04:47:37,437 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.741
2023-04-14 04:47:37,511 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.737
2023-04-14 04:47:37,587 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 04:47:37,666 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 04:47:37,740 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.735
2023-04-14 04:47:37,817 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-14 04:47:37,889 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:47:37,957 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-14 04:47:38,029 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.734
2023-04-14 04:47:38,104 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.733
2023-04-14 04:47:38,174 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-14 04:47:38,247 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 04:47:38,329 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-14 04:47:38,415 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.734
2023-04-14 04:47:38,502 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-14 04:47:38,577 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-14 04:47:38,653 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.735
2023-04-14 04:47:38,729 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.737
2023-04-14 04:47:38,805 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.737
2023-04-14 04:47:38,879 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.734
2023-04-14 04:47:38,951 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-14 04:47:39,032 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.739
2023-04-14 04:47:39,112 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 04:47:39,186 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-14 04:47:39,260 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-14 04:47:39,339 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-14 04:47:39,421 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-14 04:47:39,499 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-14 04:47:39,576 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 04:47:39,649 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-14 04:47:39,727 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 04:47:39,801 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 04:47:39,876 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-14 04:47:39,952 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-14 04:47:40,027 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.759
2023-04-14 04:47:40,103 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.759
2023-04-14 04:47:40,182 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.758
2023-04-14 04:47:40,257 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 04:47:40,330 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 04:47:40,404 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.753
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2023-04-14 04:47:40,694 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 04:47:40,765 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 04:47:40,843 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 04:47:40,919 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-14 04:47:40,996 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 04:47:41,074 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.751
2023-04-14 04:47:41,150 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-14 04:47:41,225 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.749
2023-04-14 04:47:41,297 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-14 04:47:41,370 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-14 04:47:41,440 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-14 04:47:41,511 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-14 04:47:41,585 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-14 04:47:41,658 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.742
2023-04-14 04:47:41,733 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-14 04:47:41,811 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-14 04:47:41,898 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-14 04:47:41,977 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-14 04:47:42,056 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.754
2023-04-14 04:47:42,131 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-14 04:47:42,205 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-14 04:47:42,283 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-14 04:47:42,357 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-14 04:47:42,430 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.755
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2023-04-14 04:47:42,583 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.946, mIoU: 0.755
2023-04-14 04:47:42,658 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:42,730 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.753
2023-04-14 04:47:42,803 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:42,879 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:42,955 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:43,029 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:43,106 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.754
2023-04-14 04:47:43,190 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.754
2023-04-14 04:47:43,267 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.754
2023-04-14 04:47:43,343 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.754
2023-04-14 04:47:43,415 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:43,485 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:43,557 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:43,629 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.752
2023-04-14 04:47:43,708 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.752
2023-04-14 04:47:43,785 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:43,864 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:47:43,938 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.755
2023-04-14 04:47:44,013 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-14 04:47:44,089 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-14 04:47:44,168 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.754
2023-04-14 04:47:44,240 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.754
2023-04-14 04:47:44,313 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.755
2023-04-14 04:47:44,384 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.755
2023-04-14 04:47:44,457 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.756
2023-04-14 04:47:44,535 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.758
2023-04-14 04:47:44,612 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.758
2023-04-14 04:47:44,693 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.757
2023-04-14 04:47:44,768 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.757
2023-04-14 04:47:44,844 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.757
2023-04-14 04:47:44,917 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.946, mIoU: 0.756
2023-04-14 04:47:44,992 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:45,068 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:45,151 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-14 04:47:45,228 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-14 04:47:45,301 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-14 04:47:45,375 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-14 04:47:45,450 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:45,527 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-14 04:47:45,597 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-14 04:47:45,668 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-14 04:47:45,737 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:45,805 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:45,875 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:45,952 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-14 04:47:46,023 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.947, mIoU: 0.757
2023-04-14 04:47:46,096 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,176 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,255 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.947, mIoU: 0.755
2023-04-14 04:47:46,335 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,411 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,488 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,562 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,639 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,716 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,797 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,870 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.947, mIoU: 0.756
2023-04-14 04:47:46,949 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-14 04:47:47,023 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.756
2023-04-14 04:47:47,096 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-14 04:47:47,166 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.947, mIoU: 0.753
2023-04-14 04:47:47,240 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:47:47,316 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:47:47,386 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:47:47,457 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:47:47,531 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:47:47,610 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:47:47,691 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:47:47,767 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-14 04:47:47,846 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-14 04:47:47,924 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-14 04:47:48,000 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 04:47:48,076 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 04:47:48,150 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 04:47:48,226 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 04:47:48,305 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 04:47:48,377 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 04:47:48,449 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-14 04:47:48,525 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.947, mIoU: 0.749
2023-04-14 04:47:48,596 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-14 04:47:48,666 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 04:47:48,738 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 04:47:48,814 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 04:47:48,889 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 04:47:48,961 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 04:47:49,037 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 04:47:49,109 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 04:47:49,186 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 04:47:49,267 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 04:47:49,349 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 04:47:49,423 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-14 04:47:49,495 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-14 04:47:49,566 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-14 04:47:49,641 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-14 04:47:49,715 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 04:47:49,792 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 04:47:49,869 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-14 04:47:49,946 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 04:47:50,024 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 04:47:50,099 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-14 04:47:50,170 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.949, mIoU: 0.750
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2023-04-14 04:47:50,314 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 04:47:50,385 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 04:47:50,462 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 04:47:50,537 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.949, mIoU: 0.750
2023-04-14 04:47:50,613 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:47:50,693 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:47:50,767 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.949, mIoU: 0.747
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2023-04-14 04:47:50,918 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-14 04:47:50,996 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-14 04:47:51,067 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:47:51,141 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:47:51,217 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:47:51,293 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.950, mIoU: 0.747
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2023-04-14 04:47:51,518 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-14 04:47:51,589 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-14 04:47:51,659 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:47:51,727 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:47:51,794 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:47:51,860 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:47:51,926 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:47:51,991 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.950, mIoU: 0.743
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2023-04-14 04:47:52,118 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-14 04:47:52,182 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:47:52,249 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:47:52,319 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:47:52,391 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:47:52,460 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:47:52,530 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:47:52,599 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:47:52,667 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:47:52,735 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:47:52,803 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:47:52,870 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:47:52,936 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:47:53,002 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:47:53,068 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:47:53,139 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:47:53,209 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 04:47:53,278 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 04:47:53,346 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 04:47:53,411 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 04:47:53,481 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 04:47:53,550 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 04:47:54,117 semantic_segmentation INFO: Overall validation pixAcc: 95.442, mIoU: 74.522
2023-04-14 04:47:59,303 semantic_segmentation INFO: Iters: 34810/40000 || Lr: 0.003268 || Task Loss: 0.1745 || KD Loss: 0.0000|| Cost Time: 5:11:11 || Estimated Time: 0:46:23
2023-04-14 04:48:03,978 semantic_segmentation INFO: Iters: 34820/40000 || Lr: 0.003262 || Task Loss: 0.2079 || KD Loss: 0.0000|| Cost Time: 5:11:16 || Estimated Time: 0:46:18
2023-04-14 04:48:08,690 semantic_segmentation INFO: Iters: 34830/40000 || Lr: 0.003257 || Task Loss: 0.1620 || KD Loss: 0.0000|| Cost Time: 5:11:20 || Estimated Time: 0:46:12
2023-04-14 04:48:13,391 semantic_segmentation INFO: Iters: 34840/40000 || Lr: 0.003251 || Task Loss: 0.2100 || KD Loss: 0.0000|| Cost Time: 5:11:25 || Estimated Time: 0:46:07
2023-04-14 04:48:18,139 semantic_segmentation INFO: Iters: 34850/40000 || Lr: 0.003246 || Task Loss: 0.2186 || KD Loss: 0.0000|| Cost Time: 5:11:30 || Estimated Time: 0:46:01
2023-04-14 04:48:22,853 semantic_segmentation INFO: Iters: 34860/40000 || Lr: 0.003240 || Task Loss: 0.1622 || KD Loss: 0.0000|| Cost Time: 5:11:35 || Estimated Time: 0:45:56
2023-04-14 04:48:27,629 semantic_segmentation INFO: Iters: 34870/40000 || Lr: 0.003235 || Task Loss: 0.2809 || KD Loss: 0.0000|| Cost Time: 5:11:39 || Estimated Time: 0:45:51
2023-04-14 04:48:32,282 semantic_segmentation INFO: Iters: 34880/40000 || Lr: 0.003229 || Task Loss: 0.3432 || KD Loss: 0.0000|| Cost Time: 5:11:44 || Estimated Time: 0:45:45
2023-04-14 04:48:37,029 semantic_segmentation INFO: Iters: 34890/40000 || Lr: 0.003224 || Task Loss: 0.2724 || KD Loss: 0.0000|| Cost Time: 5:11:49 || Estimated Time: 0:45:40
2023-04-14 04:48:41,698 semantic_segmentation INFO: Iters: 34900/40000 || Lr: 0.003218 || Task Loss: 0.2577 || KD Loss: 0.0000|| Cost Time: 5:11:53 || Estimated Time: 0:45:34
2023-04-14 04:48:46,460 semantic_segmentation INFO: Iters: 34910/40000 || Lr: 0.003213 || Task Loss: 0.1674 || KD Loss: 0.0000|| Cost Time: 5:11:58 || Estimated Time: 0:45:29
2023-04-14 04:48:51,217 semantic_segmentation INFO: Iters: 34920/40000 || Lr: 0.003207 || Task Loss: 0.2666 || KD Loss: 0.0000|| Cost Time: 5:12:03 || Estimated Time: 0:45:23
2023-04-14 04:48:55,957 semantic_segmentation INFO: Iters: 34930/40000 || Lr: 0.003202 || Task Loss: 0.2601 || KD Loss: 0.0000|| Cost Time: 5:12:08 || Estimated Time: 0:45:18
2023-04-14 04:49:00,726 semantic_segmentation INFO: Iters: 34940/40000 || Lr: 0.003196 || Task Loss: 0.1811 || KD Loss: 0.0000|| Cost Time: 5:12:13 || Estimated Time: 0:45:12
2023-04-14 04:49:05,473 semantic_segmentation INFO: Iters: 34950/40000 || Lr: 0.003191 || Task Loss: 0.2381 || KD Loss: 0.0000|| Cost Time: 5:12:17 || Estimated Time: 0:45:07
2023-04-14 04:49:10,226 semantic_segmentation INFO: Iters: 34960/40000 || Lr: 0.003185 || Task Loss: 0.2095 || KD Loss: 0.0000|| Cost Time: 5:12:22 || Estimated Time: 0:45:01
2023-04-14 04:49:14,919 semantic_segmentation INFO: Iters: 34970/40000 || Lr: 0.003180 || Task Loss: 0.2676 || KD Loss: 0.0000|| Cost Time: 5:12:27 || Estimated Time: 0:44:56
2023-04-14 04:49:19,726 semantic_segmentation INFO: Iters: 34980/40000 || Lr: 0.003174 || Task Loss: 0.2554 || KD Loss: 0.0000|| Cost Time: 5:12:32 || Estimated Time: 0:44:51
2023-04-14 04:49:24,444 semantic_segmentation INFO: Iters: 34990/40000 || Lr: 0.003169 || Task Loss: 0.1827 || KD Loss: 0.0000|| Cost Time: 5:12:36 || Estimated Time: 0:44:45
2023-04-14 04:49:29,213 semantic_segmentation INFO: Iters: 35000/40000 || Lr: 0.003163 || Task Loss: 0.2576 || KD Loss: 0.0000|| Cost Time: 5:12:41 || Estimated Time: 0:44:40
2023-04-14 04:49:33,954 semantic_segmentation INFO: Iters: 35010/40000 || Lr: 0.003158 || Task Loss: 0.1926 || KD Loss: 0.0000|| Cost Time: 5:12:46 || Estimated Time: 0:44:34
2023-04-14 04:49:38,700 semantic_segmentation INFO: Iters: 35020/40000 || Lr: 0.003152 || Task Loss: 0.1825 || KD Loss: 0.0000|| Cost Time: 5:12:50 || Estimated Time: 0:44:29
2023-04-14 04:49:43,443 semantic_segmentation INFO: Iters: 35030/40000 || Lr: 0.003146 || Task Loss: 0.2581 || KD Loss: 0.0000|| Cost Time: 5:12:55 || Estimated Time: 0:44:23
2023-04-14 04:49:48,200 semantic_segmentation INFO: Iters: 35040/40000 || Lr: 0.003141 || Task Loss: 0.2078 || KD Loss: 0.0000|| Cost Time: 5:13:00 || Estimated Time: 0:44:18
2023-04-14 04:49:52,920 semantic_segmentation INFO: Iters: 35050/40000 || Lr: 0.003135 || Task Loss: 0.2391 || KD Loss: 0.0000|| Cost Time: 5:13:05 || Estimated Time: 0:44:12
2023-04-14 04:49:57,679 semantic_segmentation INFO: Iters: 35060/40000 || Lr: 0.003130 || Task Loss: 0.2435 || KD Loss: 0.0000|| Cost Time: 5:13:09 || Estimated Time: 0:44:07
2023-04-14 04:50:02,459 semantic_segmentation INFO: Iters: 35070/40000 || Lr: 0.003124 || Task Loss: 0.2064 || KD Loss: 0.0000|| Cost Time: 5:13:14 || Estimated Time: 0:44:02
2023-04-14 04:50:07,162 semantic_segmentation INFO: Iters: 35080/40000 || Lr: 0.003119 || Task Loss: 0.4348 || KD Loss: 0.0000|| Cost Time: 5:13:19 || Estimated Time: 0:43:56
2023-04-14 04:50:11,885 semantic_segmentation INFO: Iters: 35090/40000 || Lr: 0.003113 || Task Loss: 0.2254 || KD Loss: 0.0000|| Cost Time: 5:13:24 || Estimated Time: 0:43:51
2023-04-14 04:50:16,614 semantic_segmentation INFO: Iters: 35100/40000 || Lr: 0.003108 || Task Loss: 0.1744 || KD Loss: 0.0000|| Cost Time: 5:13:28 || Estimated Time: 0:43:45
2023-04-14 04:50:21,325 semantic_segmentation INFO: Iters: 35110/40000 || Lr: 0.003102 || Task Loss: 0.1960 || KD Loss: 0.0000|| Cost Time: 5:13:33 || Estimated Time: 0:43:40
2023-04-14 04:50:26,070 semantic_segmentation INFO: Iters: 35120/40000 || Lr: 0.003097 || Task Loss: 0.2275 || KD Loss: 0.0000|| Cost Time: 5:13:38 || Estimated Time: 0:43:34
2023-04-14 04:50:30,854 semantic_segmentation INFO: Iters: 35130/40000 || Lr: 0.003091 || Task Loss: 0.3023 || KD Loss: 0.0000|| Cost Time: 5:13:43 || Estimated Time: 0:43:29
2023-04-14 04:50:35,643 semantic_segmentation INFO: Iters: 35140/40000 || Lr: 0.003086 || Task Loss: 0.2222 || KD Loss: 0.0000|| Cost Time: 5:13:47 || Estimated Time: 0:43:23
2023-04-14 04:50:40,360 semantic_segmentation INFO: Iters: 35150/40000 || Lr: 0.003080 || Task Loss: 0.3331 || KD Loss: 0.0000|| Cost Time: 5:13:52 || Estimated Time: 0:43:18
2023-04-14 04:50:45,104 semantic_segmentation INFO: Iters: 35160/40000 || Lr: 0.003075 || Task Loss: 0.1989 || KD Loss: 0.0000|| Cost Time: 5:13:57 || Estimated Time: 0:43:13
2023-04-14 04:50:49,811 semantic_segmentation INFO: Iters: 35170/40000 || Lr: 0.003069 || Task Loss: 0.2269 || KD Loss: 0.0000|| Cost Time: 5:14:02 || Estimated Time: 0:43:07
2023-04-14 04:50:54,576 semantic_segmentation INFO: Iters: 35180/40000 || Lr: 0.003064 || Task Loss: 0.2192 || KD Loss: 0.0000|| Cost Time: 5:14:06 || Estimated Time: 0:43:02
2023-04-14 04:50:59,326 semantic_segmentation INFO: Iters: 35190/40000 || Lr: 0.003058 || Task Loss: 0.2264 || KD Loss: 0.0000|| Cost Time: 5:14:11 || Estimated Time: 0:42:56
2023-04-14 04:51:04,131 semantic_segmentation INFO: Iters: 35200/40000 || Lr: 0.003053 || Task Loss: 0.3448 || KD Loss: 0.0000|| Cost Time: 5:14:16 || Estimated Time: 0:42:51
2023-04-14 04:51:04,522 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:51:06,776 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.415
2023-04-14 04:51:06,911 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.504
2023-04-14 04:51:07,405 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.518
2023-04-14 04:51:07,501 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.535
2023-04-14 04:51:07,594 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.525
2023-04-14 04:51:07,680 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.532
2023-04-14 04:51:07,752 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.538
2023-04-14 04:51:07,825 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.584
2023-04-14 04:51:07,896 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.635
2023-04-14 04:51:07,969 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.686
2023-04-14 04:51:08,047 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.692
2023-04-14 04:51:08,121 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.716
2023-04-14 04:51:08,200 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.721
2023-04-14 04:51:08,279 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.711
2023-04-14 04:51:08,354 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.711
2023-04-14 04:51:08,430 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.703
2023-04-14 04:51:08,500 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.707
2023-04-14 04:51:08,568 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.708
2023-04-14 04:51:08,646 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.714
2023-04-14 04:51:08,718 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.719
2023-04-14 04:51:08,792 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.718
2023-04-14 04:51:08,866 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.733
2023-04-14 04:51:08,945 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.732
2023-04-14 04:51:09,022 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.738
2023-04-14 04:51:09,101 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-14 04:51:09,177 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-14 04:51:09,255 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-14 04:51:09,330 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-14 04:51:09,404 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.737
2023-04-14 04:51:09,480 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.730
2023-04-14 04:51:09,556 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-14 04:51:09,631 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:51:09,709 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.727
2023-04-14 04:51:09,781 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:51:09,853 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-14 04:51:09,924 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-14 04:51:09,997 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:51:10,073 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:51:10,143 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.725
2023-04-14 04:51:10,216 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.726
2023-04-14 04:51:10,289 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:51:10,369 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 04:51:10,447 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-14 04:51:10,528 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-14 04:51:10,603 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 04:51:10,681 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 04:51:10,759 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.728
2023-04-14 04:51:10,836 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.727
2023-04-14 04:51:10,912 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-14 04:51:10,988 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.733
2023-04-14 04:51:11,063 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.732
2023-04-14 04:51:11,140 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.731
2023-04-14 04:51:11,211 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.732
2023-04-14 04:51:11,286 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.735
2023-04-14 04:51:11,355 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-14 04:51:11,426 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-14 04:51:11,497 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:51:11,571 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.744
2023-04-14 04:51:11,644 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-14 04:51:11,714 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.744
2023-04-14 04:51:11,789 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 04:51:11,863 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 04:51:11,936 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 04:51:12,011 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 04:51:12,085 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 04:51:12,160 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 04:51:12,231 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-14 04:51:12,304 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:51:12,374 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-14 04:51:12,450 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-14 04:51:12,522 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-14 04:51:12,591 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.748
2023-04-14 04:51:12,664 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 04:51:12,739 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 04:51:12,809 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:12,882 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:12,953 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:13,030 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:13,106 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-14 04:51:13,184 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-14 04:51:13,265 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 04:51:13,341 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:51:13,417 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:13,490 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.744
2023-04-14 04:51:13,563 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:51:13,637 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:51:13,710 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:51:13,785 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:51:13,863 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.740
2023-04-14 04:51:13,940 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 04:51:14,016 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.741
2023-04-14 04:51:14,088 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.751
2023-04-14 04:51:14,163 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.751
2023-04-14 04:51:14,239 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.751
2023-04-14 04:51:14,315 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-14 04:51:14,390 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-14 04:51:14,468 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:51:14,544 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.752
2023-04-14 04:51:14,618 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.752
2023-04-14 04:51:14,692 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.753
2023-04-14 04:51:14,764 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.752
2023-04-14 04:51:14,835 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.750
2023-04-14 04:51:14,907 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.749
2023-04-14 04:51:14,980 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.749
2023-04-14 04:51:15,056 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.749
2023-04-14 04:51:15,136 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.749
2023-04-14 04:51:15,211 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:15,293 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.749
2023-04-14 04:51:15,369 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.749
2023-04-14 04:51:15,448 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.748
2023-04-14 04:51:15,520 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.748
2023-04-14 04:51:15,590 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.748
2023-04-14 04:51:15,663 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.747
2023-04-14 04:51:15,736 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.747
2023-04-14 04:51:15,809 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.746
2023-04-14 04:51:15,890 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.746
2023-04-14 04:51:15,972 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.746
2023-04-14 04:51:16,050 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.746
2023-04-14 04:51:16,128 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.747
2023-04-14 04:51:16,206 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.747
2023-04-14 04:51:16,281 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.747
2023-04-14 04:51:16,357 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.746
2023-04-14 04:51:16,429 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.746
2023-04-14 04:51:16,507 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.747
2023-04-14 04:51:16,583 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.747
2023-04-14 04:51:16,655 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.749
2023-04-14 04:51:16,729 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.750
2023-04-14 04:51:16,802 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.750
2023-04-14 04:51:16,872 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.749
2023-04-14 04:51:16,942 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.749
2023-04-14 04:51:17,015 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.749
2023-04-14 04:51:17,088 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.749
2023-04-14 04:51:17,158 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.748
2023-04-14 04:51:17,227 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:17,301 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:17,371 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:17,447 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:17,529 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.747
2023-04-14 04:51:17,609 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:17,686 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.749
2023-04-14 04:51:17,763 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.749
2023-04-14 04:51:17,838 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.749
2023-04-14 04:51:17,911 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:17,984 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:18,056 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:18,129 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.749
2023-04-14 04:51:18,204 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:18,285 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:18,361 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:18,434 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.747
2023-04-14 04:51:18,513 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.747
2023-04-14 04:51:18,586 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.747
2023-04-14 04:51:18,658 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:18,730 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:18,805 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:18,877 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:18,953 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.749
2023-04-14 04:51:19,027 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:19,103 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.748
2023-04-14 04:51:19,177 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.747
2023-04-14 04:51:19,253 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.747
2023-04-14 04:51:19,329 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-14 04:51:19,405 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-14 04:51:19,482 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-14 04:51:19,556 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-14 04:51:19,627 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-14 04:51:19,701 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-14 04:51:19,782 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-14 04:51:19,859 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.945, mIoU: 0.745
2023-04-14 04:51:19,937 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.745
2023-04-14 04:51:20,010 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.746
2023-04-14 04:51:20,088 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.746
2023-04-14 04:51:20,157 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.946, mIoU: 0.745
2023-04-14 04:51:20,232 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.946, mIoU: 0.745
2023-04-14 04:51:20,301 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.946, mIoU: 0.745
2023-04-14 04:51:20,370 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:20,439 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:20,509 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:20,580 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:20,650 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:20,726 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:20,806 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:20,881 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:20,961 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:21,035 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:21,109 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.946, mIoU: 0.744
2023-04-14 04:51:21,182 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-14 04:51:21,255 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.946, mIoU: 0.743
2023-04-14 04:51:21,325 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.947, mIoU: 0.743
2023-04-14 04:51:21,394 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.947, mIoU: 0.744
2023-04-14 04:51:21,466 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.947, mIoU: 0.744
2023-04-14 04:51:21,540 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.947, mIoU: 0.744
2023-04-14 04:51:21,619 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-14 04:51:21,696 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-14 04:51:21,771 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-14 04:51:21,842 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-14 04:51:21,919 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.947, mIoU: 0.747
2023-04-14 04:51:22,000 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:51:22,075 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:51:22,147 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:51:22,222 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:51:22,293 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:51:22,369 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:51:22,448 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:51:22,527 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.947, mIoU: 0.746
2023-04-14 04:51:22,601 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:22,673 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:22,750 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.947, mIoU: 0.745
2023-04-14 04:51:22,824 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-14 04:51:22,900 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-14 04:51:22,981 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-14 04:51:23,057 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-14 04:51:23,137 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-14 04:51:23,215 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:23,294 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:23,372 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:23,444 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:23,517 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:23,590 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:23,660 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:23,728 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:51:23,798 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-14 04:51:23,871 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:51:23,944 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:51:24,016 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:51:24,087 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:51:24,157 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-14 04:51:24,227 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:51:24,294 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:51:24,361 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:51:24,429 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 04:51:24,497 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 04:51:24,567 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 04:51:24,636 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 04:51:24,705 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 04:51:24,774 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:51:24,840 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:51:24,908 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:51:24,975 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 04:51:25,042 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:51:25,107 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:51:25,173 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:51:25,239 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:51:25,316 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:51:25,389 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:51:25,458 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 04:51:25,526 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:51:25,592 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:51:25,660 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:51:25,727 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:51:26,570 semantic_segmentation INFO: Overall validation pixAcc: 95.335, mIoU: 74.313
2023-04-14 04:51:31,468 semantic_segmentation INFO: Iters: 35210/40000 || Lr: 0.003047 || Task Loss: 0.1852 || KD Loss: 0.0000|| Cost Time: 5:14:43 || Estimated Time: 0:42:48
2023-04-14 04:51:36,172 semantic_segmentation INFO: Iters: 35220/40000 || Lr: 0.003041 || Task Loss: 0.1963 || KD Loss: 0.0000|| Cost Time: 5:14:48 || Estimated Time: 0:42:43
2023-04-14 04:51:40,878 semantic_segmentation INFO: Iters: 35230/40000 || Lr: 0.003036 || Task Loss: 0.2936 || KD Loss: 0.0000|| Cost Time: 5:14:53 || Estimated Time: 0:42:38
2023-04-14 04:51:45,574 semantic_segmentation INFO: Iters: 35240/40000 || Lr: 0.003030 || Task Loss: 0.2342 || KD Loss: 0.0000|| Cost Time: 5:14:57 || Estimated Time: 0:42:32
2023-04-14 04:51:50,261 semantic_segmentation INFO: Iters: 35250/40000 || Lr: 0.003025 || Task Loss: 0.2890 || KD Loss: 0.0000|| Cost Time: 5:15:02 || Estimated Time: 0:42:27
2023-04-14 04:51:55,017 semantic_segmentation INFO: Iters: 35260/40000 || Lr: 0.003019 || Task Loss: 0.1860 || KD Loss: 0.0000|| Cost Time: 5:15:07 || Estimated Time: 0:42:21
2023-04-14 04:51:59,789 semantic_segmentation INFO: Iters: 35270/40000 || Lr: 0.003014 || Task Loss: 0.1969 || KD Loss: 0.0000|| Cost Time: 5:15:12 || Estimated Time: 0:42:16
2023-04-14 04:52:04,512 semantic_segmentation INFO: Iters: 35280/40000 || Lr: 0.003008 || Task Loss: 0.2322 || KD Loss: 0.0000|| Cost Time: 5:15:16 || Estimated Time: 0:42:10
2023-04-14 04:52:09,273 semantic_segmentation INFO: Iters: 35290/40000 || Lr: 0.003003 || Task Loss: 0.1443 || KD Loss: 0.0000|| Cost Time: 5:15:21 || Estimated Time: 0:42:05
2023-04-14 04:52:14,013 semantic_segmentation INFO: Iters: 35300/40000 || Lr: 0.002997 || Task Loss: 0.2397 || KD Loss: 0.0000|| Cost Time: 5:15:26 || Estimated Time: 0:41:59
2023-04-14 04:52:18,765 semantic_segmentation INFO: Iters: 35310/40000 || Lr: 0.002992 || Task Loss: 0.2097 || KD Loss: 0.0000|| Cost Time: 5:15:31 || Estimated Time: 0:41:54
2023-04-14 04:52:23,543 semantic_segmentation INFO: Iters: 35320/40000 || Lr: 0.002986 || Task Loss: 0.2913 || KD Loss: 0.0000|| Cost Time: 5:15:35 || Estimated Time: 0:41:49
2023-04-14 04:52:28,207 semantic_segmentation INFO: Iters: 35330/40000 || Lr: 0.002981 || Task Loss: 0.2482 || KD Loss: 0.0000|| Cost Time: 5:15:40 || Estimated Time: 0:41:43
2023-04-14 04:52:32,997 semantic_segmentation INFO: Iters: 35340/40000 || Lr: 0.002975 || Task Loss: 0.1582 || KD Loss: 0.0000|| Cost Time: 5:15:45 || Estimated Time: 0:41:38
2023-04-14 04:52:37,764 semantic_segmentation INFO: Iters: 35350/40000 || Lr: 0.002969 || Task Loss: 0.2330 || KD Loss: 0.0000|| Cost Time: 5:15:50 || Estimated Time: 0:41:32
2023-04-14 04:52:42,547 semantic_segmentation INFO: Iters: 35360/40000 || Lr: 0.002964 || Task Loss: 0.1485 || KD Loss: 0.0000|| Cost Time: 5:15:54 || Estimated Time: 0:41:27
2023-04-14 04:52:47,318 semantic_segmentation INFO: Iters: 35370/40000 || Lr: 0.002958 || Task Loss: 0.2121 || KD Loss: 0.0000|| Cost Time: 5:15:59 || Estimated Time: 0:41:21
2023-04-14 04:52:52,059 semantic_segmentation INFO: Iters: 35380/40000 || Lr: 0.002953 || Task Loss: 0.2591 || KD Loss: 0.0000|| Cost Time: 5:16:04 || Estimated Time: 0:41:16
2023-04-14 04:52:56,799 semantic_segmentation INFO: Iters: 35390/40000 || Lr: 0.002947 || Task Loss: 0.2454 || KD Loss: 0.0000|| Cost Time: 5:16:09 || Estimated Time: 0:41:10
2023-04-14 04:53:01,512 semantic_segmentation INFO: Iters: 35400/40000 || Lr: 0.002942 || Task Loss: 0.1946 || KD Loss: 0.0000|| Cost Time: 5:16:13 || Estimated Time: 0:41:05
2023-04-14 04:53:06,302 semantic_segmentation INFO: Iters: 35410/40000 || Lr: 0.002936 || Task Loss: 0.3004 || KD Loss: 0.0000|| Cost Time: 5:16:18 || Estimated Time: 0:41:00
2023-04-14 04:53:11,083 semantic_segmentation INFO: Iters: 35420/40000 || Lr: 0.002931 || Task Loss: 0.2349 || KD Loss: 0.0000|| Cost Time: 5:16:23 || Estimated Time: 0:40:54
2023-04-14 04:53:15,777 semantic_segmentation INFO: Iters: 35430/40000 || Lr: 0.002925 || Task Loss: 0.2373 || KD Loss: 0.0000|| Cost Time: 5:16:28 || Estimated Time: 0:40:49
2023-04-14 04:53:20,493 semantic_segmentation INFO: Iters: 35440/40000 || Lr: 0.002919 || Task Loss: 0.3606 || KD Loss: 0.0000|| Cost Time: 5:16:32 || Estimated Time: 0:40:43
2023-04-14 04:53:25,269 semantic_segmentation INFO: Iters: 35450/40000 || Lr: 0.002914 || Task Loss: 0.2115 || KD Loss: 0.0000|| Cost Time: 5:16:37 || Estimated Time: 0:40:38
2023-04-14 04:53:29,989 semantic_segmentation INFO: Iters: 35460/40000 || Lr: 0.002908 || Task Loss: 0.1624 || KD Loss: 0.0000|| Cost Time: 5:16:42 || Estimated Time: 0:40:32
2023-04-14 04:53:34,701 semantic_segmentation INFO: Iters: 35470/40000 || Lr: 0.002903 || Task Loss: 0.2596 || KD Loss: 0.0000|| Cost Time: 5:16:46 || Estimated Time: 0:40:27
2023-04-14 04:53:39,435 semantic_segmentation INFO: Iters: 35480/40000 || Lr: 0.002897 || Task Loss: 0.2846 || KD Loss: 0.0000|| Cost Time: 5:16:51 || Estimated Time: 0:40:21
2023-04-14 04:53:44,196 semantic_segmentation INFO: Iters: 35490/40000 || Lr: 0.002892 || Task Loss: 0.2378 || KD Loss: 0.0000|| Cost Time: 5:16:56 || Estimated Time: 0:40:16
2023-04-14 04:53:48,919 semantic_segmentation INFO: Iters: 35500/40000 || Lr: 0.002886 || Task Loss: 0.2659 || KD Loss: 0.0000|| Cost Time: 5:17:01 || Estimated Time: 0:40:11
2023-04-14 04:53:53,702 semantic_segmentation INFO: Iters: 35510/40000 || Lr: 0.002880 || Task Loss: 0.2044 || KD Loss: 0.0000|| Cost Time: 5:17:05 || Estimated Time: 0:40:05
2023-04-14 04:53:58,423 semantic_segmentation INFO: Iters: 35520/40000 || Lr: 0.002875 || Task Loss: 0.1804 || KD Loss: 0.0000|| Cost Time: 5:17:10 || Estimated Time: 0:40:00
2023-04-14 04:54:03,178 semantic_segmentation INFO: Iters: 35530/40000 || Lr: 0.002869 || Task Loss: 0.2368 || KD Loss: 0.0000|| Cost Time: 5:17:15 || Estimated Time: 0:39:54
2023-04-14 04:54:07,938 semantic_segmentation INFO: Iters: 35540/40000 || Lr: 0.002864 || Task Loss: 0.2100 || KD Loss: 0.0000|| Cost Time: 5:17:20 || Estimated Time: 0:39:49
2023-04-14 04:54:12,712 semantic_segmentation INFO: Iters: 35550/40000 || Lr: 0.002858 || Task Loss: 0.1678 || KD Loss: 0.0000|| Cost Time: 5:17:24 || Estimated Time: 0:39:43
2023-04-14 04:54:17,490 semantic_segmentation INFO: Iters: 35560/40000 || Lr: 0.002853 || Task Loss: 0.2420 || KD Loss: 0.0000|| Cost Time: 5:17:29 || Estimated Time: 0:39:38
2023-04-14 04:54:22,221 semantic_segmentation INFO: Iters: 35570/40000 || Lr: 0.002847 || Task Loss: 0.1884 || KD Loss: 0.0000|| Cost Time: 5:17:34 || Estimated Time: 0:39:33
2023-04-14 04:54:26,986 semantic_segmentation INFO: Iters: 35580/40000 || Lr: 0.002841 || Task Loss: 0.2097 || KD Loss: 0.0000|| Cost Time: 5:17:39 || Estimated Time: 0:39:27
2023-04-14 04:54:31,702 semantic_segmentation INFO: Iters: 35590/40000 || Lr: 0.002836 || Task Loss: 0.2186 || KD Loss: 0.0000|| Cost Time: 5:17:43 || Estimated Time: 0:39:22
2023-04-14 04:54:36,471 semantic_segmentation INFO: Iters: 35600/40000 || Lr: 0.002830 || Task Loss: 0.2574 || KD Loss: 0.0000|| Cost Time: 5:17:48 || Estimated Time: 0:39:16
2023-04-14 04:54:36,829 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:54:39,704 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.410
2023-04-14 04:54:39,805 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.508
2023-04-14 04:54:39,898 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.518
2023-04-14 04:54:39,981 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.536
2023-04-14 04:54:40,066 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.530
2023-04-14 04:54:40,142 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.534
2023-04-14 04:54:40,217 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.573
2023-04-14 04:54:40,292 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.617
2023-04-14 04:54:40,367 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.666
2023-04-14 04:54:40,440 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.723
2023-04-14 04:54:40,511 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.729
2023-04-14 04:54:40,582 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.741
2023-04-14 04:54:40,653 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.741
2023-04-14 04:54:40,726 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.731
2023-04-14 04:54:40,802 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.722
2023-04-14 04:54:40,871 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.716
2023-04-14 04:54:40,941 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.717
2023-04-14 04:54:41,012 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.717
2023-04-14 04:54:41,088 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.722
2023-04-14 04:54:41,163 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.728
2023-04-14 04:54:41,238 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.727
2023-04-14 04:54:41,314 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.744
2023-04-14 04:54:41,390 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.746
2023-04-14 04:54:41,464 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.753
2023-04-14 04:54:41,540 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.764
2023-04-14 04:54:41,612 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.766
2023-04-14 04:54:41,686 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.754
2023-04-14 04:54:41,761 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-14 04:54:41,833 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-14 04:54:41,910 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 04:54:41,986 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 04:54:42,061 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 04:54:42,139 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-14 04:54:42,214 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-14 04:54:42,286 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.753
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2023-04-14 04:54:42,428 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-14 04:54:42,500 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-14 04:54:42,569 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-14 04:54:42,644 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.743
2023-04-14 04:54:42,718 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.740
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2023-04-14 04:54:42,947 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.742
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2023-04-14 04:54:43,265 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.740
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2023-04-14 04:54:43,416 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.744
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2023-04-14 04:54:43,571 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-14 04:54:43,646 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-14 04:54:43,720 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-14 04:54:43,793 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.747
2023-04-14 04:54:43,868 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.750
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2023-04-14 04:54:44,013 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.756
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2023-04-14 04:54:44,675 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-14 04:54:44,746 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.767
2023-04-14 04:54:44,818 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.765
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2023-04-14 04:54:45,032 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 04:54:45,103 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-14 04:54:45,172 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.754
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2023-04-14 04:54:45,546 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.754
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2023-04-14 04:54:45,773 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.756
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2023-04-14 04:54:45,917 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.753
2023-04-14 04:54:45,985 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.748
2023-04-14 04:54:46,054 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.749
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2023-04-14 04:54:46,506 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.753
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2023-04-14 04:54:47,467 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.751
2023-04-14 04:54:47,543 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.750
2023-04-14 04:54:47,621 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.750
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2023-04-14 04:54:47,848 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.751
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2023-04-14 04:54:48,000 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.750
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2023-04-14 04:54:48,221 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.749
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2023-04-14 04:54:49,026 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.751
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2023-04-14 04:54:54,612 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-14 04:54:54,692 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-14 04:54:54,766 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:54:54,840 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:54:54,917 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:54:54,990 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-14 04:54:55,063 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.949, mIoU: 0.748
2023-04-14 04:54:55,135 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:54:55,207 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-14 04:54:55,277 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-14 04:54:55,348 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-14 04:54:55,426 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-14 04:54:55,499 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-14 04:54:55,577 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-14 04:54:55,653 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-14 04:54:55,732 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-14 04:54:55,808 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.950, mIoU: 0.745
2023-04-14 04:54:55,882 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-14 04:54:55,957 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-14 04:54:56,024 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.950, mIoU: 0.746
2023-04-14 04:54:56,090 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:54:56,156 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:54:56,225 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:54:56,294 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:54:56,363 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:54:56,433 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:54:56,503 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.950, mIoU: 0.744
2023-04-14 04:54:56,573 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 04:54:56,639 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-14 04:54:56,704 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:56,769 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:56,831 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:56,896 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:56,960 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:57,024 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:57,088 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:57,150 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:57,214 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:57,277 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.949, mIoU: 0.737
2023-04-14 04:54:57,341 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:57,409 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:57,484 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:57,556 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 04:54:57,626 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.950, mIoU: 0.738
2023-04-14 04:54:57,696 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 04:54:57,766 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 04:54:57,834 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 04:54:57,899 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 04:54:57,968 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 04:54:58,036 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 04:54:58,913 semantic_segmentation INFO: Overall validation pixAcc: 95.443, mIoU: 74.335
2023-04-14 04:55:03,841 semantic_segmentation INFO: Iters: 35610/40000 || Lr: 0.002825 || Task Loss: 0.2064 || KD Loss: 0.0000|| Cost Time: 5:18:16 || Estimated Time: 0:39:14
2023-04-14 04:55:08,523 semantic_segmentation INFO: Iters: 35620/40000 || Lr: 0.002819 || Task Loss: 0.2073 || KD Loss: 0.0000|| Cost Time: 5:18:20 || Estimated Time: 0:39:08
2023-04-14 04:55:13,249 semantic_segmentation INFO: Iters: 35630/40000 || Lr: 0.002813 || Task Loss: 0.3721 || KD Loss: 0.0000|| Cost Time: 5:18:25 || Estimated Time: 0:39:03
2023-04-14 04:55:17,971 semantic_segmentation INFO: Iters: 35640/40000 || Lr: 0.002808 || Task Loss: 0.2658 || KD Loss: 0.0000|| Cost Time: 5:18:30 || Estimated Time: 0:38:57
2023-04-14 04:55:22,687 semantic_segmentation INFO: Iters: 35650/40000 || Lr: 0.002802 || Task Loss: 0.1417 || KD Loss: 0.0000|| Cost Time: 5:18:34 || Estimated Time: 0:38:52
2023-04-14 04:55:27,456 semantic_segmentation INFO: Iters: 35660/40000 || Lr: 0.002797 || Task Loss: 0.2133 || KD Loss: 0.0000|| Cost Time: 5:18:39 || Estimated Time: 0:38:46
2023-04-14 04:55:32,195 semantic_segmentation INFO: Iters: 35670/40000 || Lr: 0.002791 || Task Loss: 0.2482 || KD Loss: 0.0000|| Cost Time: 5:18:44 || Estimated Time: 0:38:41
2023-04-14 04:55:36,904 semantic_segmentation INFO: Iters: 35680/40000 || Lr: 0.002785 || Task Loss: 0.1923 || KD Loss: 0.0000|| Cost Time: 5:18:49 || Estimated Time: 0:38:36
2023-04-14 04:55:41,641 semantic_segmentation INFO: Iters: 35690/40000 || Lr: 0.002780 || Task Loss: 0.1992 || KD Loss: 0.0000|| Cost Time: 5:18:53 || Estimated Time: 0:38:30
2023-04-14 04:55:46,326 semantic_segmentation INFO: Iters: 35700/40000 || Lr: 0.002774 || Task Loss: 0.1561 || KD Loss: 0.0000|| Cost Time: 5:18:58 || Estimated Time: 0:38:25
2023-04-14 04:55:51,039 semantic_segmentation INFO: Iters: 35710/40000 || Lr: 0.002769 || Task Loss: 0.2888 || KD Loss: 0.0000|| Cost Time: 5:19:03 || Estimated Time: 0:38:19
2023-04-14 04:55:55,728 semantic_segmentation INFO: Iters: 35720/40000 || Lr: 0.002763 || Task Loss: 0.1577 || KD Loss: 0.0000|| Cost Time: 5:19:08 || Estimated Time: 0:38:14
2023-04-14 04:56:00,480 semantic_segmentation INFO: Iters: 35730/40000 || Lr: 0.002758 || Task Loss: 0.2262 || KD Loss: 0.0000|| Cost Time: 5:19:12 || Estimated Time: 0:38:08
2023-04-14 04:56:05,235 semantic_segmentation INFO: Iters: 35740/40000 || Lr: 0.002752 || Task Loss: 0.2417 || KD Loss: 0.0000|| Cost Time: 5:19:17 || Estimated Time: 0:38:03
2023-04-14 04:56:10,009 semantic_segmentation INFO: Iters: 35750/40000 || Lr: 0.002746 || Task Loss: 0.1914 || KD Loss: 0.0000|| Cost Time: 5:19:22 || Estimated Time: 0:37:58
2023-04-14 04:56:14,713 semantic_segmentation INFO: Iters: 35760/40000 || Lr: 0.002741 || Task Loss: 0.1809 || KD Loss: 0.0000|| Cost Time: 5:19:26 || Estimated Time: 0:37:52
2023-04-14 04:56:19,418 semantic_segmentation INFO: Iters: 35770/40000 || Lr: 0.002735 || Task Loss: 0.2749 || KD Loss: 0.0000|| Cost Time: 5:19:31 || Estimated Time: 0:37:47
2023-04-14 04:56:24,133 semantic_segmentation INFO: Iters: 35780/40000 || Lr: 0.002729 || Task Loss: 0.2183 || KD Loss: 0.0000|| Cost Time: 5:19:36 || Estimated Time: 0:37:41
2023-04-14 04:56:28,876 semantic_segmentation INFO: Iters: 35790/40000 || Lr: 0.002724 || Task Loss: 0.2292 || KD Loss: 0.0000|| Cost Time: 5:19:41 || Estimated Time: 0:37:36
2023-04-14 04:56:33,621 semantic_segmentation INFO: Iters: 35800/40000 || Lr: 0.002718 || Task Loss: 0.1835 || KD Loss: 0.0000|| Cost Time: 5:19:45 || Estimated Time: 0:37:30
2023-04-14 04:56:38,331 semantic_segmentation INFO: Iters: 35810/40000 || Lr: 0.002713 || Task Loss: 0.3374 || KD Loss: 0.0000|| Cost Time: 5:19:50 || Estimated Time: 0:37:25
2023-04-14 04:56:43,077 semantic_segmentation INFO: Iters: 35820/40000 || Lr: 0.002707 || Task Loss: 0.2234 || KD Loss: 0.0000|| Cost Time: 5:19:55 || Estimated Time: 0:37:19
2023-04-14 04:56:47,816 semantic_segmentation INFO: Iters: 35830/40000 || Lr: 0.002701 || Task Loss: 0.1640 || KD Loss: 0.0000|| Cost Time: 5:20:00 || Estimated Time: 0:37:14
2023-04-14 04:56:52,555 semantic_segmentation INFO: Iters: 35840/40000 || Lr: 0.002696 || Task Loss: 0.2160 || KD Loss: 0.0000|| Cost Time: 5:20:04 || Estimated Time: 0:37:09
2023-04-14 04:56:57,298 semantic_segmentation INFO: Iters: 35850/40000 || Lr: 0.002690 || Task Loss: 0.1959 || KD Loss: 0.0000|| Cost Time: 5:20:09 || Estimated Time: 0:37:03
2023-04-14 04:57:02,023 semantic_segmentation INFO: Iters: 35860/40000 || Lr: 0.002685 || Task Loss: 0.1710 || KD Loss: 0.0000|| Cost Time: 5:20:14 || Estimated Time: 0:36:58
2023-04-14 04:57:06,808 semantic_segmentation INFO: Iters: 35870/40000 || Lr: 0.002679 || Task Loss: 0.2080 || KD Loss: 0.0000|| Cost Time: 5:20:19 || Estimated Time: 0:36:52
2023-04-14 04:57:11,574 semantic_segmentation INFO: Iters: 35880/40000 || Lr: 0.002673 || Task Loss: 0.3253 || KD Loss: 0.0000|| Cost Time: 5:20:23 || Estimated Time: 0:36:47
2023-04-14 04:57:16,294 semantic_segmentation INFO: Iters: 35890/40000 || Lr: 0.002668 || Task Loss: 0.2107 || KD Loss: 0.0000|| Cost Time: 5:20:28 || Estimated Time: 0:36:41
2023-04-14 04:57:21,062 semantic_segmentation INFO: Iters: 35900/40000 || Lr: 0.002662 || Task Loss: 0.2239 || KD Loss: 0.0000|| Cost Time: 5:20:33 || Estimated Time: 0:36:36
2023-04-14 04:57:25,817 semantic_segmentation INFO: Iters: 35910/40000 || Lr: 0.002656 || Task Loss: 0.1871 || KD Loss: 0.0000|| Cost Time: 5:20:38 || Estimated Time: 0:36:31
2023-04-14 04:57:30,547 semantic_segmentation INFO: Iters: 35920/40000 || Lr: 0.002651 || Task Loss: 0.1804 || KD Loss: 0.0000|| Cost Time: 5:20:42 || Estimated Time: 0:36:25
2023-04-14 04:57:35,301 semantic_segmentation INFO: Iters: 35930/40000 || Lr: 0.002645 || Task Loss: 0.1690 || KD Loss: 0.0000|| Cost Time: 5:20:47 || Estimated Time: 0:36:20
2023-04-14 04:57:40,037 semantic_segmentation INFO: Iters: 35940/40000 || Lr: 0.002640 || Task Loss: 0.1898 || KD Loss: 0.0000|| Cost Time: 5:20:52 || Estimated Time: 0:36:14
2023-04-14 04:57:44,820 semantic_segmentation INFO: Iters: 35950/40000 || Lr: 0.002634 || Task Loss: 0.1599 || KD Loss: 0.0000|| Cost Time: 5:20:57 || Estimated Time: 0:36:09
2023-04-14 04:57:49,533 semantic_segmentation INFO: Iters: 35960/40000 || Lr: 0.002628 || Task Loss: 0.2293 || KD Loss: 0.0000|| Cost Time: 5:21:01 || Estimated Time: 0:36:03
2023-04-14 04:57:54,308 semantic_segmentation INFO: Iters: 35970/40000 || Lr: 0.002623 || Task Loss: 0.3823 || KD Loss: 0.0000|| Cost Time: 5:21:06 || Estimated Time: 0:35:58
2023-04-14 04:57:59,026 semantic_segmentation INFO: Iters: 35980/40000 || Lr: 0.002617 || Task Loss: 0.2717 || KD Loss: 0.0000|| Cost Time: 5:21:11 || Estimated Time: 0:35:53
2023-04-14 04:58:03,764 semantic_segmentation INFO: Iters: 35990/40000 || Lr: 0.002611 || Task Loss: 0.1896 || KD Loss: 0.0000|| Cost Time: 5:21:16 || Estimated Time: 0:35:47
2023-04-14 04:58:08,510 semantic_segmentation INFO: Iters: 36000/40000 || Lr: 0.002606 || Task Loss: 0.1837 || KD Loss: 0.0000|| Cost Time: 5:21:20 || Estimated Time: 0:35:42
2023-04-14 04:58:08,840 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 04:58:11,242 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.421
2023-04-14 04:58:11,634 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.509
2023-04-14 04:58:11,741 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.524
2023-04-14 04:58:11,833 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.546
2023-04-14 04:58:11,924 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.537
2023-04-14 04:58:12,004 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.540
2023-04-14 04:58:12,087 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.548
2023-04-14 04:58:12,170 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.593
2023-04-14 04:58:12,250 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.626
2023-04-14 04:58:12,323 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.679
2023-04-14 04:58:12,393 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.685
2023-04-14 04:58:12,464 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.702
2023-04-14 04:58:12,537 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.712
2023-04-14 04:58:12,613 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.705
2023-04-14 04:58:12,690 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.686
2023-04-14 04:58:12,761 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.678
2023-04-14 04:58:12,834 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.681
2023-04-14 04:58:12,907 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.682
2023-04-14 04:58:12,976 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.692
2023-04-14 04:58:13,047 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.700
2023-04-14 04:58:13,120 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.701
2023-04-14 04:58:13,197 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.720
2023-04-14 04:58:13,277 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.718
2023-04-14 04:58:13,353 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.726
2023-04-14 04:58:13,428 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.736
2023-04-14 04:58:13,506 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.739
2023-04-14 04:58:13,579 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.729
2023-04-14 04:58:13,659 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.724
2023-04-14 04:58:13,732 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.723
2023-04-14 04:58:13,812 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.725
2023-04-14 04:58:13,887 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.725
2023-04-14 04:58:13,965 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.722
2023-04-14 04:58:14,045 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.724
2023-04-14 04:58:14,119 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.722
2023-04-14 04:58:14,193 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.725
2023-04-14 04:58:14,264 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.724
2023-04-14 04:58:14,338 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.721
2023-04-14 04:58:14,410 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.720
2023-04-14 04:58:14,478 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.716
2023-04-14 04:58:14,548 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.717
2023-04-14 04:58:14,620 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.716
2023-04-14 04:58:14,693 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.716
2023-04-14 04:58:14,773 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.717
2023-04-14 04:58:14,852 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.718
2023-04-14 04:58:14,929 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.717
2023-04-14 04:58:15,007 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.717
2023-04-14 04:58:15,085 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.718
2023-04-14 04:58:15,163 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.717
2023-04-14 04:58:15,237 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.720
2023-04-14 04:58:15,314 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.723
2023-04-14 04:58:15,388 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.723
2023-04-14 04:58:15,467 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.729
2023-04-14 04:58:15,544 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-14 04:58:15,622 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.733
2023-04-14 04:58:15,696 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.732
2023-04-14 04:58:15,775 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-14 04:58:15,851 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.735
2023-04-14 04:58:15,933 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 04:58:16,012 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 04:58:16,086 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-14 04:58:16,162 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-14 04:58:16,240 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-14 04:58:16,317 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.744
2023-04-14 04:58:16,402 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.744
2023-04-14 04:58:16,476 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.747
2023-04-14 04:58:16,550 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.746
2023-04-14 04:58:16,623 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:58:16,701 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.747
2023-04-14 04:58:16,776 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:58:16,850 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:58:16,922 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.746
2023-04-14 04:58:16,995 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.745
2023-04-14 04:58:17,067 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-14 04:58:17,136 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-14 04:58:17,205 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 04:58:17,274 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:58:17,344 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 04:58:17,415 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-14 04:58:17,487 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-14 04:58:17,565 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-14 04:58:17,644 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.745
2023-04-14 04:58:17,721 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.744
2023-04-14 04:58:17,797 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.744
2023-04-14 04:58:17,871 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 04:58:17,946 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 04:58:18,017 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.737
2023-04-14 04:58:18,089 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 04:58:18,160 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 04:58:18,233 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 04:58:18,308 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 04:58:18,390 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-14 04:58:18,469 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:58:18,544 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:58:18,619 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:58:18,698 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:58:18,775 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.724
2023-04-14 04:58:18,846 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-14 04:58:18,918 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.722
2023-04-14 04:58:18,992 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.722
2023-04-14 04:58:19,067 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.723
2023-04-14 04:58:19,143 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:58:19,217 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.720
2023-04-14 04:58:19,294 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:58:19,378 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:58:19,450 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:58:19,523 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:58:19,594 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:58:19,665 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.722
2023-04-14 04:58:19,741 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:58:19,814 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:58:19,886 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.721
2023-04-14 04:58:19,962 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.720
2023-04-14 04:58:20,037 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:58:20,113 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:58:20,193 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:58:20,278 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.719
2023-04-14 04:58:20,354 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.723
2023-04-14 04:58:20,425 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.725
2023-04-14 04:58:20,497 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:58:20,571 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:58:20,648 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:58:20,724 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:58:20,796 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:58:20,870 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-14 04:58:20,944 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:58:21,016 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.728
2023-04-14 04:58:21,087 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:58:21,159 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.730
2023-04-14 04:58:21,229 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.729
2023-04-14 04:58:21,297 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:58:21,366 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:58:21,436 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:58:21,509 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.729
2023-04-14 04:58:21,583 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:58:21,663 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:58:21,741 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:58:21,819 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:58:21,897 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.728
2023-04-14 04:58:21,970 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:22,042 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:22,115 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:58:22,186 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:22,255 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:22,325 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:22,396 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:22,471 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.731
2023-04-14 04:58:22,545 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:22,624 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:22,704 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:22,781 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:22,865 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:22,944 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:23,021 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:23,094 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:23,168 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:23,244 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:23,323 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:23,399 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.730
2023-04-14 04:58:23,474 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:23,546 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:23,622 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.729
2023-04-14 04:58:23,693 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.727
2023-04-14 04:58:23,766 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:58:23,840 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:58:23,914 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.726
2023-04-14 04:58:23,989 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:58:24,064 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:58:24,139 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:58:24,215 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:58:24,296 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:58:24,367 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.945, mIoU: 0.727
2023-04-14 04:58:24,441 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:58:24,515 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:58:24,586 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:58:24,657 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.946, mIoU: 0.726
2023-04-14 04:58:24,729 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:58:24,803 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:58:24,875 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.945, mIoU: 0.726
2023-04-14 04:58:24,954 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:58:25,029 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:58:25,104 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.945, mIoU: 0.725
2023-04-14 04:58:25,177 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,251 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,326 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,396 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,468 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,538 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,606 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,678 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,752 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,829 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.946, mIoU: 0.725
2023-04-14 04:58:25,911 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.947, mIoU: 0.725
2023-04-14 04:58:25,986 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:26,062 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.947, mIoU: 0.728
2023-04-14 04:58:26,137 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.946, mIoU: 0.728
2023-04-14 04:58:26,210 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:58:26,282 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:58:26,352 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.946, mIoU: 0.727
2023-04-14 04:58:26,425 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:26,496 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:26,573 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:26,651 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:26,730 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:26,813 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:26,897 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:26,972 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:27,043 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:27,117 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:27,193 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:27,269 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.947, mIoU: 0.727
2023-04-14 04:58:27,342 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.948, mIoU: 0.727
2023-04-14 04:58:27,420 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.947, mIoU: 0.726
2023-04-14 04:58:27,494 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:58:27,567 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:58:27,641 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:58:27,714 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:58:27,791 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:58:27,876 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:58:27,950 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:58:28,022 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.948, mIoU: 0.726
2023-04-14 04:58:28,094 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:58:28,164 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:58:28,233 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:58:28,303 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:58:28,371 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:58:28,440 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.948, mIoU: 0.724
2023-04-14 04:58:28,506 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 04:58:28,571 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 04:58:28,634 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:58:28,698 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:58:28,765 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:58:28,834 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.947, mIoU: 0.719
2023-04-14 04:58:28,905 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:58:28,973 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:58:29,041 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:58:29,110 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:58:29,178 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:58:29,247 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:58:29,315 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:58:29,383 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.948, mIoU: 0.719
2023-04-14 04:58:29,450 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:58:29,516 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:58:29,582 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.948, mIoU: 0.720
2023-04-14 04:58:29,651 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-14 04:58:29,722 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-14 04:58:29,791 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-14 04:58:29,858 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.948, mIoU: 0.721
2023-04-14 04:58:29,924 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-14 04:58:29,993 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-14 04:58:30,061 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.948, mIoU: 0.722
2023-04-14 04:58:30,944 semantic_segmentation INFO: Overall validation pixAcc: 95.238, mIoU: 72.529
2023-04-14 04:58:35,967 semantic_segmentation INFO: Iters: 36010/40000 || Lr: 0.002600 || Task Loss: 0.2008 || KD Loss: 0.0000|| Cost Time: 5:21:48 || Estimated Time: 0:35:39
2023-04-14 04:58:40,713 semantic_segmentation INFO: Iters: 36020/40000 || Lr: 0.002595 || Task Loss: 0.2346 || KD Loss: 0.0000|| Cost Time: 5:21:52 || Estimated Time: 0:35:33
2023-04-14 04:58:45,402 semantic_segmentation INFO: Iters: 36030/40000 || Lr: 0.002589 || Task Loss: 0.2580 || KD Loss: 0.0000|| Cost Time: 5:21:57 || Estimated Time: 0:35:28
2023-04-14 04:58:50,089 semantic_segmentation INFO: Iters: 36040/40000 || Lr: 0.002583 || Task Loss: 0.2354 || KD Loss: 0.0000|| Cost Time: 5:22:02 || Estimated Time: 0:35:23
2023-04-14 04:58:54,785 semantic_segmentation INFO: Iters: 36050/40000 || Lr: 0.002578 || Task Loss: 0.1649 || KD Loss: 0.0000|| Cost Time: 5:22:07 || Estimated Time: 0:35:17
2023-04-14 04:58:59,505 semantic_segmentation INFO: Iters: 36060/40000 || Lr: 0.002572 || Task Loss: 0.2484 || KD Loss: 0.0000|| Cost Time: 5:22:11 || Estimated Time: 0:35:12
2023-04-14 04:59:04,205 semantic_segmentation INFO: Iters: 36070/40000 || Lr: 0.002566 || Task Loss: 0.2397 || KD Loss: 0.0000|| Cost Time: 5:22:16 || Estimated Time: 0:35:06
2023-04-14 04:59:08,930 semantic_segmentation INFO: Iters: 36080/40000 || Lr: 0.002561 || Task Loss: 0.1784 || KD Loss: 0.0000|| Cost Time: 5:22:21 || Estimated Time: 0:35:01
2023-04-14 04:59:13,681 semantic_segmentation INFO: Iters: 36090/40000 || Lr: 0.002555 || Task Loss: 0.1696 || KD Loss: 0.0000|| Cost Time: 5:22:25 || Estimated Time: 0:34:55
2023-04-14 04:59:18,420 semantic_segmentation INFO: Iters: 36100/40000 || Lr: 0.002549 || Task Loss: 0.1990 || KD Loss: 0.0000|| Cost Time: 5:22:30 || Estimated Time: 0:34:50
2023-04-14 04:59:23,123 semantic_segmentation INFO: Iters: 36110/40000 || Lr: 0.002544 || Task Loss: 0.3016 || KD Loss: 0.0000|| Cost Time: 5:22:35 || Estimated Time: 0:34:45
2023-04-14 04:59:27,866 semantic_segmentation INFO: Iters: 36120/40000 || Lr: 0.002538 || Task Loss: 0.2394 || KD Loss: 0.0000|| Cost Time: 5:22:40 || Estimated Time: 0:34:39
2023-04-14 04:59:32,616 semantic_segmentation INFO: Iters: 36130/40000 || Lr: 0.002532 || Task Loss: 0.1907 || KD Loss: 0.0000|| Cost Time: 5:22:44 || Estimated Time: 0:34:34
2023-04-14 04:59:37,400 semantic_segmentation INFO: Iters: 36140/40000 || Lr: 0.002527 || Task Loss: 0.2605 || KD Loss: 0.0000|| Cost Time: 5:22:49 || Estimated Time: 0:34:28
2023-04-14 04:59:42,138 semantic_segmentation INFO: Iters: 36150/40000 || Lr: 0.002521 || Task Loss: 0.1995 || KD Loss: 0.0000|| Cost Time: 5:22:54 || Estimated Time: 0:34:23
2023-04-14 04:59:46,886 semantic_segmentation INFO: Iters: 36160/40000 || Lr: 0.002515 || Task Loss: 0.2367 || KD Loss: 0.0000|| Cost Time: 5:22:59 || Estimated Time: 0:34:17
2023-04-14 04:59:51,600 semantic_segmentation INFO: Iters: 36170/40000 || Lr: 0.002510 || Task Loss: 0.1711 || KD Loss: 0.0000|| Cost Time: 5:23:03 || Estimated Time: 0:34:12
2023-04-14 04:59:56,380 semantic_segmentation INFO: Iters: 36180/40000 || Lr: 0.002504 || Task Loss: 0.1742 || KD Loss: 0.0000|| Cost Time: 5:23:08 || Estimated Time: 0:34:07
2023-04-14 05:00:01,145 semantic_segmentation INFO: Iters: 36190/40000 || Lr: 0.002498 || Task Loss: 0.2704 || KD Loss: 0.0000|| Cost Time: 5:23:13 || Estimated Time: 0:34:01
2023-04-14 05:00:05,876 semantic_segmentation INFO: Iters: 36200/40000 || Lr: 0.002493 || Task Loss: 0.2163 || KD Loss: 0.0000|| Cost Time: 5:23:18 || Estimated Time: 0:33:56
2023-04-14 05:00:10,629 semantic_segmentation INFO: Iters: 36210/40000 || Lr: 0.002487 || Task Loss: 0.2245 || KD Loss: 0.0000|| Cost Time: 5:23:22 || Estimated Time: 0:33:50
2023-04-14 05:00:15,411 semantic_segmentation INFO: Iters: 36220/40000 || Lr: 0.002481 || Task Loss: 0.2417 || KD Loss: 0.0000|| Cost Time: 5:23:27 || Estimated Time: 0:33:45
2023-04-14 05:00:20,169 semantic_segmentation INFO: Iters: 36230/40000 || Lr: 0.002476 || Task Loss: 0.1452 || KD Loss: 0.0000|| Cost Time: 5:23:32 || Estimated Time: 0:33:39
2023-04-14 05:00:24,915 semantic_segmentation INFO: Iters: 36240/40000 || Lr: 0.002470 || Task Loss: 0.2529 || KD Loss: 0.0000|| Cost Time: 5:23:37 || Estimated Time: 0:33:34
2023-04-14 05:00:29,655 semantic_segmentation INFO: Iters: 36250/40000 || Lr: 0.002464 || Task Loss: 0.1760 || KD Loss: 0.0000|| Cost Time: 5:23:41 || Estimated Time: 0:33:29
2023-04-14 05:00:34,399 semantic_segmentation INFO: Iters: 36260/40000 || Lr: 0.002459 || Task Loss: 0.2015 || KD Loss: 0.0000|| Cost Time: 5:23:46 || Estimated Time: 0:33:23
2023-04-14 05:00:39,169 semantic_segmentation INFO: Iters: 36270/40000 || Lr: 0.002453 || Task Loss: 0.2405 || KD Loss: 0.0000|| Cost Time: 5:23:51 || Estimated Time: 0:33:18
2023-04-14 05:00:43,927 semantic_segmentation INFO: Iters: 36280/40000 || Lr: 0.002447 || Task Loss: 0.1687 || KD Loss: 0.0000|| Cost Time: 5:23:56 || Estimated Time: 0:33:12
2023-04-14 05:00:48,621 semantic_segmentation INFO: Iters: 36290/40000 || Lr: 0.002442 || Task Loss: 0.2078 || KD Loss: 0.0000|| Cost Time: 5:24:00 || Estimated Time: 0:33:07
2023-04-14 05:00:53,363 semantic_segmentation INFO: Iters: 36300/40000 || Lr: 0.002436 || Task Loss: 0.2467 || KD Loss: 0.0000|| Cost Time: 5:24:05 || Estimated Time: 0:33:02
2023-04-14 05:00:58,092 semantic_segmentation INFO: Iters: 36310/40000 || Lr: 0.002430 || Task Loss: 0.1952 || KD Loss: 0.0000|| Cost Time: 5:24:10 || Estimated Time: 0:32:56
2023-04-14 05:01:02,839 semantic_segmentation INFO: Iters: 36320/40000 || Lr: 0.002425 || Task Loss: 0.1837 || KD Loss: 0.0000|| Cost Time: 5:24:15 || Estimated Time: 0:32:51
2023-04-14 05:01:07,576 semantic_segmentation INFO: Iters: 36330/40000 || Lr: 0.002419 || Task Loss: 0.1614 || KD Loss: 0.0000|| Cost Time: 5:24:19 || Estimated Time: 0:32:45
2023-04-14 05:01:12,313 semantic_segmentation INFO: Iters: 36340/40000 || Lr: 0.002413 || Task Loss: 0.1824 || KD Loss: 0.0000|| Cost Time: 5:24:24 || Estimated Time: 0:32:40
2023-04-14 05:01:17,057 semantic_segmentation INFO: Iters: 36350/40000 || Lr: 0.002408 || Task Loss: 0.1989 || KD Loss: 0.0000|| Cost Time: 5:24:29 || Estimated Time: 0:32:34
2023-04-14 05:01:21,813 semantic_segmentation INFO: Iters: 36360/40000 || Lr: 0.002402 || Task Loss: 0.1846 || KD Loss: 0.0000|| Cost Time: 5:24:34 || Estimated Time: 0:32:29
2023-04-14 05:01:26,554 semantic_segmentation INFO: Iters: 36370/40000 || Lr: 0.002396 || Task Loss: 0.1732 || KD Loss: 0.0000|| Cost Time: 5:24:38 || Estimated Time: 0:32:24
2023-04-14 05:01:31,293 semantic_segmentation INFO: Iters: 36380/40000 || Lr: 0.002391 || Task Loss: 0.2196 || KD Loss: 0.0000|| Cost Time: 5:24:43 || Estimated Time: 0:32:18
2023-04-14 05:01:36,025 semantic_segmentation INFO: Iters: 36390/40000 || Lr: 0.002385 || Task Loss: 0.1723 || KD Loss: 0.0000|| Cost Time: 5:24:48 || Estimated Time: 0:32:13
2023-04-14 05:01:40,740 semantic_segmentation INFO: Iters: 36400/40000 || Lr: 0.002379 || Task Loss: 0.2522 || KD Loss: 0.0000|| Cost Time: 5:24:53 || Estimated Time: 0:32:07
2023-04-14 05:01:41,051 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:01:43,580 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.418
2023-04-14 05:01:43,723 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.506
2023-04-14 05:01:44,175 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.513
2023-04-14 05:01:44,267 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.537
2023-04-14 05:01:44,358 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.529
2023-04-14 05:01:44,446 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.534
2023-04-14 05:01:44,519 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.558
2023-04-14 05:01:44,589 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.603
2023-04-14 05:01:44,664 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.650
2023-04-14 05:01:44,738 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.706
2023-04-14 05:01:44,809 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.715
2023-04-14 05:01:44,881 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.740
2023-04-14 05:01:44,956 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.741
2023-04-14 05:01:45,034 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.723
2023-04-14 05:01:45,112 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.725
2023-04-14 05:01:45,184 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.717
2023-04-14 05:01:45,258 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.719
2023-04-14 05:01:45,330 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.719
2023-04-14 05:01:45,400 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.726
2023-04-14 05:01:45,472 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.732
2023-04-14 05:01:45,544 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.731
2023-04-14 05:01:45,618 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.736
2023-04-14 05:01:45,690 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.733
2023-04-14 05:01:45,762 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.741
2023-04-14 05:01:45,836 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.752
2023-04-14 05:01:45,904 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.754
2023-04-14 05:01:45,979 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.741
2023-04-14 05:01:46,058 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-14 05:01:46,145 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-14 05:01:46,226 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-14 05:01:46,302 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-14 05:01:46,376 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.731
2023-04-14 05:01:46,456 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.732
2023-04-14 05:01:46,529 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.730
2023-04-14 05:01:46,604 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-14 05:01:46,679 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-14 05:01:46,756 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.729
2023-04-14 05:01:46,832 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.728
2023-04-14 05:01:46,905 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.724
2023-04-14 05:01:46,980 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.725
2023-04-14 05:01:47,050 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.723
2023-04-14 05:01:47,122 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.723
2023-04-14 05:01:47,195 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.724
2023-04-14 05:01:47,271 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.725
2023-04-14 05:01:47,348 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.724
2023-04-14 05:01:47,422 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.724
2023-04-14 05:01:47,498 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.724
2023-04-14 05:01:47,575 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.724
2023-04-14 05:01:47,651 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.725
2023-04-14 05:01:47,723 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.727
2023-04-14 05:01:47,798 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.728
2023-04-14 05:01:47,868 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.734
2023-04-14 05:01:47,936 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.735
2023-04-14 05:01:48,010 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-14 05:01:48,082 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:01:48,155 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:01:48,225 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:01:48,300 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-14 05:01:48,373 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-14 05:01:48,446 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-14 05:01:48,524 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.750
2023-04-14 05:01:48,601 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-14 05:01:48,678 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.751
2023-04-14 05:01:48,749 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:01:48,823 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:01:48,893 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:01:48,962 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-14 05:01:49,035 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:01:49,107 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:01:49,180 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:01:49,252 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:01:49,328 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:01:49,405 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:01:49,481 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:01:49,555 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:01:49,631 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:01:49,703 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:01:49,774 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:01:49,847 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:01:49,919 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:01:49,996 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-14 05:01:50,068 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:01:50,141 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:01:50,211 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:01:50,284 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 05:01:50,359 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 05:01:50,433 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 05:01:50,510 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 05:01:50,589 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 05:01:50,663 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.748
2023-04-14 05:01:50,739 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 05:01:50,811 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 05:01:50,886 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 05:01:50,959 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 05:01:51,035 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 05:01:51,113 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 05:01:51,192 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-14 05:01:51,268 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-14 05:01:51,341 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 05:01:51,415 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.736
2023-04-14 05:01:51,490 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:01:51,563 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 05:01:51,633 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 05:01:51,705 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 05:01:51,780 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 05:01:51,855 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 05:01:51,931 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.731
2023-04-14 05:01:52,009 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.732
2023-04-14 05:01:52,086 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.732
2023-04-14 05:01:52,160 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 05:01:52,235 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.731
2023-04-14 05:01:52,307 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-14 05:01:52,379 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-14 05:01:52,448 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.730
2023-04-14 05:01:52,519 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-14 05:01:52,592 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.729
2023-04-14 05:01:52,665 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.732
2023-04-14 05:01:52,744 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 05:01:52,824 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 05:01:52,905 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 05:01:52,982 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 05:01:53,059 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 05:01:53,137 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 05:01:53,213 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.735
2023-04-14 05:01:53,292 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 05:01:53,368 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 05:01:53,445 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 05:01:53,523 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 05:01:53,599 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 05:01:53,671 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-14 05:01:53,746 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-14 05:01:53,816 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-14 05:01:53,892 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.946, mIoU: 0.737
2023-04-14 05:01:53,972 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:54,047 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:54,123 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:54,205 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:54,283 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 05:01:54,364 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:54,439 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-14 05:01:54,509 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.946, mIoU: 0.739
2023-04-14 05:01:54,584 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-14 05:01:54,662 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:54,737 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:54,814 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:54,891 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-14 05:01:54,962 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:55,038 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:55,115 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.946, mIoU: 0.738
2023-04-14 05:01:55,188 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:55,263 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:55,339 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:55,413 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:55,493 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:55,569 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:55,645 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:55,720 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:55,793 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:55,863 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:01:55,935 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:01:56,010 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 05:01:56,084 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.946, mIoU: 0.734
2023-04-14 05:01:56,160 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 05:01:56,236 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 05:01:56,316 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 05:01:56,395 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 05:01:56,470 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.946, mIoU: 0.733
2023-04-14 05:01:56,546 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:56,626 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:56,697 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:56,773 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 05:01:56,847 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 05:01:56,923 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:56,999 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,073 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,145 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,217 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,287 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,361 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,432 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,504 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,572 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,642 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,723 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:01:57,798 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 05:01:57,874 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 05:01:57,957 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 05:01:58,035 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 05:01:58,112 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 05:01:58,185 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 05:01:58,262 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 05:01:58,335 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 05:01:58,406 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 05:01:58,482 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 05:01:58,560 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 05:01:58,635 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 05:01:58,711 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 05:01:58,786 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 05:01:58,860 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-14 05:01:58,929 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-14 05:01:59,002 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.948, mIoU: 0.735
2023-04-14 05:01:59,076 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-14 05:01:59,145 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-14 05:01:59,215 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.948, mIoU: 0.734
2023-04-14 05:01:59,288 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-14 05:01:59,364 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-14 05:01:59,436 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.949, mIoU: 0.734
2023-04-14 05:01:59,513 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-14 05:01:59,591 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-14 05:01:59,672 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-14 05:01:59,752 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-14 05:01:59,828 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 05:01:59,904 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 05:01:59,983 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 05:02:00,062 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 05:02:00,140 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 05:02:00,218 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 05:02:00,298 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 05:02:00,370 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 05:02:00,438 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.949, mIoU: 0.732
2023-04-14 05:02:00,506 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.949, mIoU: 0.727
2023-04-14 05:02:00,578 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-14 05:02:00,649 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-14 05:02:00,718 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.949, mIoU: 0.728
2023-04-14 05:02:00,790 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 05:02:00,859 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 05:02:00,928 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.950, mIoU: 0.729
2023-04-14 05:02:00,997 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.950, mIoU: 0.728
2023-04-14 05:02:01,065 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-14 05:02:01,133 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-14 05:02:01,200 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-14 05:02:01,265 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-14 05:02:01,333 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-14 05:02:01,401 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-14 05:02:01,470 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.949, mIoU: 0.721
2023-04-14 05:02:01,539 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-14 05:02:01,606 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-14 05:02:01,675 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-14 05:02:01,743 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-14 05:02:01,813 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.949, mIoU: 0.722
2023-04-14 05:02:01,881 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-14 05:02:01,950 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-14 05:02:02,015 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-14 05:02:02,084 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.949, mIoU: 0.723
2023-04-14 05:02:02,152 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 05:02:02,220 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.949, mIoU: 0.725
2023-04-14 05:02:02,287 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 05:02:02,353 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 05:02:02,422 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 05:02:02,491 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.949, mIoU: 0.724
2023-04-14 05:02:03,066 semantic_segmentation INFO: Overall validation pixAcc: 95.347, mIoU: 72.608
2023-04-14 05:02:07,994 semantic_segmentation INFO: Iters: 36410/40000 || Lr: 0.002373 || Task Loss: 0.3125 || KD Loss: 0.0000|| Cost Time: 5:25:20 || Estimated Time: 0:32:04
2023-04-14 05:02:12,772 semantic_segmentation INFO: Iters: 36420/40000 || Lr: 0.002368 || Task Loss: 0.2161 || KD Loss: 0.0000|| Cost Time: 5:25:25 || Estimated Time: 0:31:59
2023-04-14 05:02:17,554 semantic_segmentation INFO: Iters: 36430/40000 || Lr: 0.002362 || Task Loss: 0.2685 || KD Loss: 0.0000|| Cost Time: 5:25:29 || Estimated Time: 0:31:53
2023-04-14 05:02:22,332 semantic_segmentation INFO: Iters: 36440/40000 || Lr: 0.002356 || Task Loss: 0.1917 || KD Loss: 0.0000|| Cost Time: 5:25:34 || Estimated Time: 0:31:48
2023-04-14 05:02:27,087 semantic_segmentation INFO: Iters: 36450/40000 || Lr: 0.002351 || Task Loss: 0.1614 || KD Loss: 0.0000|| Cost Time: 5:25:39 || Estimated Time: 0:31:42
2023-04-14 05:02:31,827 semantic_segmentation INFO: Iters: 36460/40000 || Lr: 0.002345 || Task Loss: 0.1954 || KD Loss: 0.0000|| Cost Time: 5:25:44 || Estimated Time: 0:31:37
2023-04-14 05:02:36,579 semantic_segmentation INFO: Iters: 36470/40000 || Lr: 0.002339 || Task Loss: 0.2057 || KD Loss: 0.0000|| Cost Time: 5:25:48 || Estimated Time: 0:31:32
2023-04-14 05:02:41,388 semantic_segmentation INFO: Iters: 36480/40000 || Lr: 0.002334 || Task Loss: 0.2002 || KD Loss: 0.0000|| Cost Time: 5:25:53 || Estimated Time: 0:31:26
2023-04-14 05:02:46,152 semantic_segmentation INFO: Iters: 36490/40000 || Lr: 0.002328 || Task Loss: 0.2045 || KD Loss: 0.0000|| Cost Time: 5:25:58 || Estimated Time: 0:31:21
2023-04-14 05:02:50,943 semantic_segmentation INFO: Iters: 36500/40000 || Lr: 0.002322 || Task Loss: 0.2496 || KD Loss: 0.0000|| Cost Time: 5:26:03 || Estimated Time: 0:31:15
2023-04-14 05:02:55,706 semantic_segmentation INFO: Iters: 36510/40000 || Lr: 0.002316 || Task Loss: 0.4292 || KD Loss: 0.0000|| Cost Time: 5:26:07 || Estimated Time: 0:31:10
2023-04-14 05:03:00,496 semantic_segmentation INFO: Iters: 36520/40000 || Lr: 0.002311 || Task Loss: 0.1823 || KD Loss: 0.0000|| Cost Time: 5:26:12 || Estimated Time: 0:31:05
2023-04-14 05:03:05,265 semantic_segmentation INFO: Iters: 36530/40000 || Lr: 0.002305 || Task Loss: 0.2050 || KD Loss: 0.0000|| Cost Time: 5:26:17 || Estimated Time: 0:30:59
2023-04-14 05:03:10,038 semantic_segmentation INFO: Iters: 36540/40000 || Lr: 0.002299 || Task Loss: 0.2509 || KD Loss: 0.0000|| Cost Time: 5:26:22 || Estimated Time: 0:30:54
2023-04-14 05:03:14,758 semantic_segmentation INFO: Iters: 36550/40000 || Lr: 0.002294 || Task Loss: 0.2619 || KD Loss: 0.0000|| Cost Time: 5:26:27 || Estimated Time: 0:30:48
2023-04-14 05:03:19,536 semantic_segmentation INFO: Iters: 36560/40000 || Lr: 0.002288 || Task Loss: 0.2195 || KD Loss: 0.0000|| Cost Time: 5:26:31 || Estimated Time: 0:30:43
2023-04-14 05:03:24,321 semantic_segmentation INFO: Iters: 36570/40000 || Lr: 0.002282 || Task Loss: 0.2133 || KD Loss: 0.0000|| Cost Time: 5:26:36 || Estimated Time: 0:30:37
2023-04-14 05:03:29,096 semantic_segmentation INFO: Iters: 36580/40000 || Lr: 0.002276 || Task Loss: 0.2158 || KD Loss: 0.0000|| Cost Time: 5:26:41 || Estimated Time: 0:30:32
2023-04-14 05:03:33,869 semantic_segmentation INFO: Iters: 36590/40000 || Lr: 0.002271 || Task Loss: 0.1741 || KD Loss: 0.0000|| Cost Time: 5:26:46 || Estimated Time: 0:30:27
2023-04-14 05:03:38,641 semantic_segmentation INFO: Iters: 36600/40000 || Lr: 0.002265 || Task Loss: 0.1639 || KD Loss: 0.0000|| Cost Time: 5:26:50 || Estimated Time: 0:30:21
2023-04-14 05:03:43,428 semantic_segmentation INFO: Iters: 36610/40000 || Lr: 0.002259 || Task Loss: 0.1874 || KD Loss: 0.0000|| Cost Time: 5:26:55 || Estimated Time: 0:30:16
2023-04-14 05:03:48,210 semantic_segmentation INFO: Iters: 36620/40000 || Lr: 0.002253 || Task Loss: 0.2056 || KD Loss: 0.0000|| Cost Time: 5:27:00 || Estimated Time: 0:30:10
2023-04-14 05:03:53,002 semantic_segmentation INFO: Iters: 36630/40000 || Lr: 0.002248 || Task Loss: 0.1646 || KD Loss: 0.0000|| Cost Time: 5:27:05 || Estimated Time: 0:30:05
2023-04-14 05:03:57,770 semantic_segmentation INFO: Iters: 36640/40000 || Lr: 0.002242 || Task Loss: 0.3777 || KD Loss: 0.0000|| Cost Time: 5:27:10 || Estimated Time: 0:30:00
2023-04-14 05:04:02,561 semantic_segmentation INFO: Iters: 36650/40000 || Lr: 0.002236 || Task Loss: 0.1826 || KD Loss: 0.0000|| Cost Time: 5:27:14 || Estimated Time: 0:29:54
2023-04-14 05:04:07,330 semantic_segmentation INFO: Iters: 36660/40000 || Lr: 0.002231 || Task Loss: 0.2683 || KD Loss: 0.0000|| Cost Time: 5:27:19 || Estimated Time: 0:29:49
2023-04-14 05:04:12,107 semantic_segmentation INFO: Iters: 36670/40000 || Lr: 0.002225 || Task Loss: 0.2127 || KD Loss: 0.0000|| Cost Time: 5:27:24 || Estimated Time: 0:29:43
2023-04-14 05:04:16,908 semantic_segmentation INFO: Iters: 36680/40000 || Lr: 0.002219 || Task Loss: 0.2000 || KD Loss: 0.0000|| Cost Time: 5:27:29 || Estimated Time: 0:29:38
2023-04-14 05:04:21,672 semantic_segmentation INFO: Iters: 36690/40000 || Lr: 0.002213 || Task Loss: 0.2253 || KD Loss: 0.0000|| Cost Time: 5:27:33 || Estimated Time: 0:29:33
2023-04-14 05:04:26,493 semantic_segmentation INFO: Iters: 36700/40000 || Lr: 0.002208 || Task Loss: 0.3622 || KD Loss: 0.0000|| Cost Time: 5:27:38 || Estimated Time: 0:29:27
2023-04-14 05:04:31,334 semantic_segmentation INFO: Iters: 36710/40000 || Lr: 0.002202 || Task Loss: 0.3038 || KD Loss: 0.0000|| Cost Time: 5:27:43 || Estimated Time: 0:29:22
2023-04-14 05:04:36,061 semantic_segmentation INFO: Iters: 36720/40000 || Lr: 0.002196 || Task Loss: 0.1884 || KD Loss: 0.0000|| Cost Time: 5:27:48 || Estimated Time: 0:29:16
2023-04-14 05:04:40,854 semantic_segmentation INFO: Iters: 36730/40000 || Lr: 0.002190 || Task Loss: 0.2824 || KD Loss: 0.0000|| Cost Time: 5:27:53 || Estimated Time: 0:29:11
2023-04-14 05:04:45,626 semantic_segmentation INFO: Iters: 36740/40000 || Lr: 0.002185 || Task Loss: 0.1665 || KD Loss: 0.0000|| Cost Time: 5:27:57 || Estimated Time: 0:29:06
2023-04-14 05:04:50,412 semantic_segmentation INFO: Iters: 36750/40000 || Lr: 0.002179 || Task Loss: 0.1652 || KD Loss: 0.0000|| Cost Time: 5:28:02 || Estimated Time: 0:29:00
2023-04-14 05:04:55,260 semantic_segmentation INFO: Iters: 36760/40000 || Lr: 0.002173 || Task Loss: 0.1717 || KD Loss: 0.0000|| Cost Time: 5:28:07 || Estimated Time: 0:28:55
2023-04-14 05:05:00,030 semantic_segmentation INFO: Iters: 36770/40000 || Lr: 0.002167 || Task Loss: 0.1624 || KD Loss: 0.0000|| Cost Time: 5:28:12 || Estimated Time: 0:28:49
2023-04-14 05:05:04,807 semantic_segmentation INFO: Iters: 36780/40000 || Lr: 0.002162 || Task Loss: 0.3076 || KD Loss: 0.0000|| Cost Time: 5:28:17 || Estimated Time: 0:28:44
2023-04-14 05:05:09,575 semantic_segmentation INFO: Iters: 36790/40000 || Lr: 0.002156 || Task Loss: 0.1417 || KD Loss: 0.0000|| Cost Time: 5:28:21 || Estimated Time: 0:28:39
2023-04-14 05:05:14,356 semantic_segmentation INFO: Iters: 36800/40000 || Lr: 0.002150 || Task Loss: 0.1694 || KD Loss: 0.0000|| Cost Time: 5:28:26 || Estimated Time: 0:28:33
2023-04-14 05:05:14,716 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:05:17,487 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.415
2023-04-14 05:05:17,571 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.502
2023-04-14 05:05:17,659 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.517
2023-04-14 05:05:17,743 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.536
2023-04-14 05:05:17,824 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.529
2023-04-14 05:05:17,905 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.536
2023-04-14 05:05:17,981 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.545
2023-04-14 05:05:18,054 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.593
2023-04-14 05:05:18,125 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.642
2023-04-14 05:05:18,196 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.691
2023-04-14 05:05:18,263 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.701
2023-04-14 05:05:18,336 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.721
2023-04-14 05:05:18,416 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.731
2023-04-14 05:05:18,485 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.723
2023-04-14 05:05:18,559 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.721
2023-04-14 05:05:18,635 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.712
2023-04-14 05:05:18,712 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.713
2023-04-14 05:05:18,788 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.714
2023-04-14 05:05:18,862 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.724
2023-04-14 05:05:18,936 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.730
2023-04-14 05:05:19,010 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.729
2023-04-14 05:05:19,083 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.737
2023-04-14 05:05:19,155 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.739
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2023-04-14 05:05:19,526 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.741
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2023-04-14 05:05:23,809 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.755
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2023-04-14 05:05:27,034 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.755
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2023-04-14 05:05:33,907 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-14 05:05:33,974 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-14 05:05:34,042 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-14 05:05:34,109 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-14 05:05:34,177 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-14 05:05:34,244 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-14 05:05:34,311 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:05:34,380 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:05:34,448 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:05:34,516 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:34,585 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.952, mIoU: 0.739
2023-04-14 05:05:34,653 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:05:34,719 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:05:34,787 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:05:34,853 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:05:34,919 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:05:34,986 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:05:35,049 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-14 05:05:35,115 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:35,179 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:05:35,243 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:05:35,307 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:35,370 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:35,430 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:35,494 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:35,561 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:35,635 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.952, mIoU: 0.741
2023-04-14 05:05:35,708 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:35,775 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:35,845 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:35,915 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.952, mIoU: 0.740
2023-04-14 05:05:36,714 semantic_segmentation INFO: Overall validation pixAcc: 95.613, mIoU: 74.452
2023-04-14 05:05:41,695 semantic_segmentation INFO: Iters: 36810/40000 || Lr: 0.002144 || Task Loss: 0.1574 || KD Loss: 0.0000|| Cost Time: 5:28:53 || Estimated Time: 0:28:30
2023-04-14 05:05:46,377 semantic_segmentation INFO: Iters: 36820/40000 || Lr: 0.002138 || Task Loss: 0.2490 || KD Loss: 0.0000|| Cost Time: 5:28:58 || Estimated Time: 0:28:24
2023-04-14 05:05:51,159 semantic_segmentation INFO: Iters: 36830/40000 || Lr: 0.002133 || Task Loss: 0.1587 || KD Loss: 0.0000|| Cost Time: 5:29:03 || Estimated Time: 0:28:19
2023-04-14 05:05:55,864 semantic_segmentation INFO: Iters: 36840/40000 || Lr: 0.002127 || Task Loss: 0.1805 || KD Loss: 0.0000|| Cost Time: 5:29:08 || Estimated Time: 0:28:13
2023-04-14 05:06:00,633 semantic_segmentation INFO: Iters: 36850/40000 || Lr: 0.002121 || Task Loss: 0.2635 || KD Loss: 0.0000|| Cost Time: 5:29:12 || Estimated Time: 0:28:08
2023-04-14 05:06:05,440 semantic_segmentation INFO: Iters: 36860/40000 || Lr: 0.002115 || Task Loss: 0.2298 || KD Loss: 0.0000|| Cost Time: 5:29:17 || Estimated Time: 0:28:03
2023-04-14 05:06:10,201 semantic_segmentation INFO: Iters: 36870/40000 || Lr: 0.002110 || Task Loss: 0.2303 || KD Loss: 0.0000|| Cost Time: 5:29:22 || Estimated Time: 0:27:57
2023-04-14 05:06:14,968 semantic_segmentation INFO: Iters: 36880/40000 || Lr: 0.002104 || Task Loss: 0.4188 || KD Loss: 0.0000|| Cost Time: 5:29:27 || Estimated Time: 0:27:52
2023-04-14 05:06:19,687 semantic_segmentation INFO: Iters: 36890/40000 || Lr: 0.002098 || Task Loss: 0.2150 || KD Loss: 0.0000|| Cost Time: 5:29:31 || Estimated Time: 0:27:46
2023-04-14 05:06:24,401 semantic_segmentation INFO: Iters: 36900/40000 || Lr: 0.002092 || Task Loss: 0.2504 || KD Loss: 0.0000|| Cost Time: 5:29:36 || Estimated Time: 0:27:41
2023-04-14 05:06:29,102 semantic_segmentation INFO: Iters: 36910/40000 || Lr: 0.002086 || Task Loss: 0.2662 || KD Loss: 0.0000|| Cost Time: 5:29:41 || Estimated Time: 0:27:36
2023-04-14 05:06:33,848 semantic_segmentation INFO: Iters: 36920/40000 || Lr: 0.002081 || Task Loss: 0.2278 || KD Loss: 0.0000|| Cost Time: 5:29:46 || Estimated Time: 0:27:30
2023-04-14 05:06:38,616 semantic_segmentation INFO: Iters: 36930/40000 || Lr: 0.002075 || Task Loss: 0.1795 || KD Loss: 0.0000|| Cost Time: 5:29:50 || Estimated Time: 0:27:25
2023-04-14 05:06:43,383 semantic_segmentation INFO: Iters: 36940/40000 || Lr: 0.002069 || Task Loss: 0.1547 || KD Loss: 0.0000|| Cost Time: 5:29:55 || Estimated Time: 0:27:19
2023-04-14 05:06:48,156 semantic_segmentation INFO: Iters: 36950/40000 || Lr: 0.002063 || Task Loss: 0.2633 || KD Loss: 0.0000|| Cost Time: 5:30:00 || Estimated Time: 0:27:14
2023-04-14 05:06:52,921 semantic_segmentation INFO: Iters: 36960/40000 || Lr: 0.002058 || Task Loss: 0.2061 || KD Loss: 0.0000|| Cost Time: 5:30:05 || Estimated Time: 0:27:08
2023-04-14 05:06:57,708 semantic_segmentation INFO: Iters: 36970/40000 || Lr: 0.002052 || Task Loss: 0.2006 || KD Loss: 0.0000|| Cost Time: 5:30:09 || Estimated Time: 0:27:03
2023-04-14 05:07:02,404 semantic_segmentation INFO: Iters: 36980/40000 || Lr: 0.002046 || Task Loss: 0.1796 || KD Loss: 0.0000|| Cost Time: 5:30:14 || Estimated Time: 0:26:58
2023-04-14 05:07:07,195 semantic_segmentation INFO: Iters: 36990/40000 || Lr: 0.002040 || Task Loss: 0.1531 || KD Loss: 0.0000|| Cost Time: 5:30:19 || Estimated Time: 0:26:52
2023-04-14 05:07:11,947 semantic_segmentation INFO: Iters: 37000/40000 || Lr: 0.002034 || Task Loss: 0.2301 || KD Loss: 0.0000|| Cost Time: 5:30:24 || Estimated Time: 0:26:47
2023-04-14 05:07:16,669 semantic_segmentation INFO: Iters: 37010/40000 || Lr: 0.002029 || Task Loss: 0.1221 || KD Loss: 0.0000|| Cost Time: 5:30:28 || Estimated Time: 0:26:41
2023-04-14 05:07:21,398 semantic_segmentation INFO: Iters: 37020/40000 || Lr: 0.002023 || Task Loss: 0.2970 || KD Loss: 0.0000|| Cost Time: 5:30:33 || Estimated Time: 0:26:36
2023-04-14 05:07:26,199 semantic_segmentation INFO: Iters: 37030/40000 || Lr: 0.002017 || Task Loss: 0.1749 || KD Loss: 0.0000|| Cost Time: 5:30:38 || Estimated Time: 0:26:31
2023-04-14 05:07:30,960 semantic_segmentation INFO: Iters: 37040/40000 || Lr: 0.002011 || Task Loss: 0.1487 || KD Loss: 0.0000|| Cost Time: 5:30:43 || Estimated Time: 0:26:25
2023-04-14 05:07:35,686 semantic_segmentation INFO: Iters: 37050/40000 || Lr: 0.002005 || Task Loss: 0.2296 || KD Loss: 0.0000|| Cost Time: 5:30:47 || Estimated Time: 0:26:20
2023-04-14 05:07:40,464 semantic_segmentation INFO: Iters: 37060/40000 || Lr: 0.002000 || Task Loss: 0.1948 || KD Loss: 0.0000|| Cost Time: 5:30:52 || Estimated Time: 0:26:14
2023-04-14 05:07:45,226 semantic_segmentation INFO: Iters: 37070/40000 || Lr: 0.001994 || Task Loss: 0.2559 || KD Loss: 0.0000|| Cost Time: 5:30:57 || Estimated Time: 0:26:09
2023-04-14 05:07:49,986 semantic_segmentation INFO: Iters: 37080/40000 || Lr: 0.001988 || Task Loss: 0.1663 || KD Loss: 0.0000|| Cost Time: 5:31:02 || Estimated Time: 0:26:04
2023-04-14 05:07:54,718 semantic_segmentation INFO: Iters: 37090/40000 || Lr: 0.001982 || Task Loss: 0.2215 || KD Loss: 0.0000|| Cost Time: 5:31:06 || Estimated Time: 0:25:58
2023-04-14 05:07:59,484 semantic_segmentation INFO: Iters: 37100/40000 || Lr: 0.001976 || Task Loss: 0.2093 || KD Loss: 0.0000|| Cost Time: 5:31:11 || Estimated Time: 0:25:53
2023-04-14 05:08:04,210 semantic_segmentation INFO: Iters: 37110/40000 || Lr: 0.001970 || Task Loss: 0.2265 || KD Loss: 0.0000|| Cost Time: 5:31:16 || Estimated Time: 0:25:47
2023-04-14 05:08:08,989 semantic_segmentation INFO: Iters: 37120/40000 || Lr: 0.001965 || Task Loss: 0.1856 || KD Loss: 0.0000|| Cost Time: 5:31:21 || Estimated Time: 0:25:42
2023-04-14 05:08:13,767 semantic_segmentation INFO: Iters: 37130/40000 || Lr: 0.001959 || Task Loss: 0.1802 || KD Loss: 0.0000|| Cost Time: 5:31:26 || Estimated Time: 0:25:37
2023-04-14 05:08:18,547 semantic_segmentation INFO: Iters: 37140/40000 || Lr: 0.001953 || Task Loss: 0.2290 || KD Loss: 0.0000|| Cost Time: 5:31:30 || Estimated Time: 0:25:31
2023-04-14 05:08:23,307 semantic_segmentation INFO: Iters: 37150/40000 || Lr: 0.001947 || Task Loss: 0.2275 || KD Loss: 0.0000|| Cost Time: 5:31:35 || Estimated Time: 0:25:26
2023-04-14 05:08:28,017 semantic_segmentation INFO: Iters: 37160/40000 || Lr: 0.001941 || Task Loss: 0.1422 || KD Loss: 0.0000|| Cost Time: 5:31:40 || Estimated Time: 0:25:20
2023-04-14 05:08:32,762 semantic_segmentation INFO: Iters: 37170/40000 || Lr: 0.001935 || Task Loss: 0.2138 || KD Loss: 0.0000|| Cost Time: 5:31:45 || Estimated Time: 0:25:15
2023-04-14 05:08:37,574 semantic_segmentation INFO: Iters: 37180/40000 || Lr: 0.001930 || Task Loss: 0.1600 || KD Loss: 0.0000|| Cost Time: 5:31:49 || Estimated Time: 0:25:10
2023-04-14 05:08:42,320 semantic_segmentation INFO: Iters: 37190/40000 || Lr: 0.001924 || Task Loss: 0.1654 || KD Loss: 0.0000|| Cost Time: 5:31:54 || Estimated Time: 0:25:04
2023-04-14 05:08:47,084 semantic_segmentation INFO: Iters: 37200/40000 || Lr: 0.001918 || Task Loss: 0.2248 || KD Loss: 0.0000|| Cost Time: 5:31:59 || Estimated Time: 0:24:59
2023-04-14 05:08:47,389 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:08:49,792 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.421
2023-04-14 05:08:49,917 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.513
2023-04-14 05:08:50,287 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.503
2023-04-14 05:08:50,370 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.525
2023-04-14 05:08:50,451 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.518
2023-04-14 05:08:50,529 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.523
2023-04-14 05:08:50,605 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.525
2023-04-14 05:08:50,677 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.574
2023-04-14 05:08:50,756 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.595
2023-04-14 05:08:50,831 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.643
2023-04-14 05:08:50,906 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.650
2023-04-14 05:08:50,979 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.687
2023-04-14 05:08:51,054 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.698
2023-04-14 05:08:51,130 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.692
2023-04-14 05:08:51,202 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.694
2023-04-14 05:08:51,273 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.687
2023-04-14 05:08:51,346 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.690
2023-04-14 05:08:51,422 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.690
2023-04-14 05:08:51,497 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.697
2023-04-14 05:08:51,574 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.704
2023-04-14 05:08:51,646 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.704
2023-04-14 05:08:51,719 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.701
2023-04-14 05:08:51,790 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.700
2023-04-14 05:08:51,863 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.708
2023-04-14 05:08:51,938 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.723
2023-04-14 05:08:52,008 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.726
2023-04-14 05:08:52,078 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.716
2023-04-14 05:08:52,151 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.714
2023-04-14 05:08:52,222 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.714
2023-04-14 05:08:52,292 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.726
2023-04-14 05:08:52,367 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.725
2023-04-14 05:08:52,444 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.723
2023-04-14 05:08:52,520 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.724
2023-04-14 05:08:52,594 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.723
2023-04-14 05:08:52,668 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.725
2023-04-14 05:08:52,741 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.725
2023-04-14 05:08:52,816 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.721
2023-04-14 05:08:52,887 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.721
2023-04-14 05:08:52,959 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.719
2023-04-14 05:08:53,031 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.720
2023-04-14 05:08:53,103 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.718
2023-04-14 05:08:53,175 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.718
2023-04-14 05:08:53,255 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.718
2023-04-14 05:08:53,334 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.720
2023-04-14 05:08:53,413 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.719
2023-04-14 05:08:53,487 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.719
2023-04-14 05:08:53,561 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.719
2023-04-14 05:08:53,640 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.718
2023-04-14 05:08:53,710 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.721
2023-04-14 05:08:53,783 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.724
2023-04-14 05:08:53,857 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.724
2023-04-14 05:08:53,929 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.725
2023-04-14 05:08:54,000 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.726
2023-04-14 05:08:54,076 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.729
2023-04-14 05:08:54,151 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.728
2023-04-14 05:08:54,228 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.729
2023-04-14 05:08:54,305 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.730
2023-04-14 05:08:54,387 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.737
2023-04-14 05:08:54,462 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.738
2023-04-14 05:08:54,533 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:08:54,608 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:08:54,683 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-14 05:08:54,757 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:08:54,834 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.743
2023-04-14 05:08:54,912 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-14 05:08:54,988 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-14 05:08:55,063 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 05:08:55,138 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.744
2023-04-14 05:08:55,212 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-14 05:08:55,286 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-14 05:08:55,359 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.742
2023-04-14 05:08:55,431 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 05:08:55,508 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.736
2023-04-14 05:08:55,582 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:08:55,655 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-14 05:08:55,727 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-14 05:08:55,801 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-14 05:08:55,876 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-14 05:08:55,948 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-14 05:08:56,023 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:08:56,100 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:08:56,177 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:08:56,253 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:08:56,326 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.736
2023-04-14 05:08:56,399 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 05:08:56,474 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 05:08:56,553 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 05:08:56,630 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 05:08:56,704 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.733
2023-04-14 05:08:56,778 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.732
2023-04-14 05:08:56,851 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.733
2023-04-14 05:08:56,924 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 05:08:56,995 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 05:08:57,068 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 05:08:57,143 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:08:57,213 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:08:57,291 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 05:08:57,365 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.738
2023-04-14 05:08:57,440 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.737
2023-04-14 05:08:57,514 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.738
2023-04-14 05:08:57,587 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.737
2023-04-14 05:08:57,663 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:08:57,737 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:08:57,808 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:08:57,882 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:08:57,954 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:08:58,029 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:08:58,102 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 05:08:58,181 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 05:08:58,257 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:08:58,331 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:08:58,404 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 05:08:58,479 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.734
2023-04-14 05:08:58,552 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:08:58,626 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:08:58,698 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.733
2023-04-14 05:08:58,772 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.735
2023-04-14 05:08:58,842 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.736
2023-04-14 05:08:58,915 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-14 05:08:58,990 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-14 05:08:59,065 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:08:59,138 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:08:59,212 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:08:59,285 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.739
2023-04-14 05:08:59,361 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.738
2023-04-14 05:08:59,433 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.740
2023-04-14 05:08:59,508 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-14 05:08:59,580 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-14 05:08:59,653 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-14 05:08:59,731 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-14 05:08:59,803 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-14 05:08:59,873 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.742
2023-04-14 05:08:59,947 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.741
2023-04-14 05:09:00,022 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 05:09:00,096 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 05:09:00,174 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 05:09:00,258 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 05:09:00,335 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 05:09:00,412 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 05:09:00,488 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:09:00,564 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:00,642 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:00,716 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:09:00,792 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:09:00,863 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:09:00,938 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:01,009 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:01,081 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:09:01,150 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:09:01,220 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 05:09:01,293 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:09:01,366 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:09:01,438 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:01,509 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:01,583 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:01,658 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:01,738 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:01,815 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:01,888 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.948, mIoU: 0.744
2023-04-14 05:09:01,964 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.949, mIoU: 0.744
2023-04-14 05:09:02,038 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-14 05:09:02,108 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.948, mIoU: 0.741
2023-04-14 05:09:02,183 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 05:09:02,255 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 05:09:02,325 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 05:09:02,396 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 05:09:02,472 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 05:09:02,549 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 05:09:02,626 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 05:09:02,701 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.948, mIoU: 0.740
2023-04-14 05:09:02,776 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-14 05:09:02,852 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.949, mIoU: 0.741
2023-04-14 05:09:02,924 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-14 05:09:02,998 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-14 05:09:03,067 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-14 05:09:03,139 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-14 05:09:03,212 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:03,287 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.949, mIoU: 0.740
2023-04-14 05:09:03,364 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:03,440 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:03,514 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:03,589 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:03,667 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:03,742 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:03,814 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:03,885 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:03,955 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:04,025 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:04,098 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:04,169 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.949, mIoU: 0.739
2023-04-14 05:09:04,243 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 05:09:04,319 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 05:09:04,393 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:04,471 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:04,549 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:04,626 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:04,699 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:04,774 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 05:09:04,848 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 05:09:04,923 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 05:09:04,996 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:05,070 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:05,147 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:05,222 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:05,296 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:05,372 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:05,447 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:05,521 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.950, mIoU: 0.741
2023-04-14 05:09:05,598 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 05:09:05,676 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 05:09:05,751 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.950, mIoU: 0.740
2023-04-14 05:09:05,827 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 05:09:05,903 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 05:09:05,979 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:09:06,057 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:09:06,134 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-14 05:09:06,207 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-14 05:09:06,280 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-14 05:09:06,351 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-14 05:09:06,419 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-14 05:09:06,487 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:06,560 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:06,633 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:06,705 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:06,776 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:06,847 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:06,917 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:06,989 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:07,058 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:09:07,127 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-14 05:09:07,194 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-14 05:09:07,260 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-14 05:09:07,331 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-14 05:09:07,397 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-14 05:09:07,465 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.951, mIoU: 0.735
2023-04-14 05:09:07,531 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:09:07,596 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:09:07,667 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:09:07,734 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:09:07,803 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:09:07,872 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:09:07,941 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:09:08,008 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.951, mIoU: 0.736
2023-04-14 05:09:08,078 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.951, mIoU: 0.737
2023-04-14 05:09:08,147 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:08,216 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.951, mIoU: 0.739
2023-04-14 05:09:08,284 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:08,350 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:08,418 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:08,485 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.951, mIoU: 0.738
2023-04-14 05:09:09,543 semantic_segmentation INFO: Overall validation pixAcc: 95.552, mIoU: 74.131
2023-04-14 05:09:14,437 semantic_segmentation INFO: Iters: 37210/40000 || Lr: 0.001912 || Task Loss: 0.1966 || KD Loss: 0.0000|| Cost Time: 5:32:26 || Estimated Time: 0:24:55
2023-04-14 05:09:19,147 semantic_segmentation INFO: Iters: 37220/40000 || Lr: 0.001906 || Task Loss: 0.2064 || KD Loss: 0.0000|| Cost Time: 5:32:31 || Estimated Time: 0:24:50
2023-04-14 05:09:23,803 semantic_segmentation INFO: Iters: 37230/40000 || Lr: 0.001900 || Task Loss: 0.2442 || KD Loss: 0.0000|| Cost Time: 5:32:36 || Estimated Time: 0:24:44
2023-04-14 05:09:28,512 semantic_segmentation INFO: Iters: 37240/40000 || Lr: 0.001895 || Task Loss: 0.2365 || KD Loss: 0.0000|| Cost Time: 5:32:40 || Estimated Time: 0:24:39
2023-04-14 05:09:33,225 semantic_segmentation INFO: Iters: 37250/40000 || Lr: 0.001889 || Task Loss: 0.1975 || KD Loss: 0.0000|| Cost Time: 5:32:45 || Estimated Time: 0:24:33
2023-04-14 05:09:37,931 semantic_segmentation INFO: Iters: 37260/40000 || Lr: 0.001883 || Task Loss: 0.2892 || KD Loss: 0.0000|| Cost Time: 5:32:50 || Estimated Time: 0:24:28
2023-04-14 05:09:42,615 semantic_segmentation INFO: Iters: 37270/40000 || Lr: 0.001877 || Task Loss: 0.2623 || KD Loss: 0.0000|| Cost Time: 5:32:54 || Estimated Time: 0:24:23
2023-04-14 05:09:47,320 semantic_segmentation INFO: Iters: 37280/40000 || Lr: 0.001871 || Task Loss: 0.2964 || KD Loss: 0.0000|| Cost Time: 5:32:59 || Estimated Time: 0:24:17
2023-04-14 05:09:52,008 semantic_segmentation INFO: Iters: 37290/40000 || Lr: 0.001865 || Task Loss: 0.2132 || KD Loss: 0.0000|| Cost Time: 5:33:04 || Estimated Time: 0:24:12
2023-04-14 05:09:56,729 semantic_segmentation INFO: Iters: 37300/40000 || Lr: 0.001859 || Task Loss: 0.1485 || KD Loss: 0.0000|| Cost Time: 5:33:09 || Estimated Time: 0:24:06
2023-04-14 05:10:01,459 semantic_segmentation INFO: Iters: 37310/40000 || Lr: 0.001854 || Task Loss: 0.2490 || KD Loss: 0.0000|| Cost Time: 5:33:13 || Estimated Time: 0:24:01
2023-04-14 05:10:06,180 semantic_segmentation INFO: Iters: 37320/40000 || Lr: 0.001848 || Task Loss: 0.1366 || KD Loss: 0.0000|| Cost Time: 5:33:18 || Estimated Time: 0:23:56
2023-04-14 05:10:10,900 semantic_segmentation INFO: Iters: 37330/40000 || Lr: 0.001842 || Task Loss: 0.2191 || KD Loss: 0.0000|| Cost Time: 5:33:23 || Estimated Time: 0:23:50
2023-04-14 05:10:15,678 semantic_segmentation INFO: Iters: 37340/40000 || Lr: 0.001836 || Task Loss: 0.1714 || KD Loss: 0.0000|| Cost Time: 5:33:27 || Estimated Time: 0:23:45
2023-04-14 05:10:20,462 semantic_segmentation INFO: Iters: 37350/40000 || Lr: 0.001830 || Task Loss: 0.1335 || KD Loss: 0.0000|| Cost Time: 5:33:32 || Estimated Time: 0:23:39
2023-04-14 05:10:25,176 semantic_segmentation INFO: Iters: 37360/40000 || Lr: 0.001824 || Task Loss: 0.1719 || KD Loss: 0.0000|| Cost Time: 5:33:37 || Estimated Time: 0:23:34
2023-04-14 05:10:29,952 semantic_segmentation INFO: Iters: 37370/40000 || Lr: 0.001818 || Task Loss: 0.1878 || KD Loss: 0.0000|| Cost Time: 5:33:42 || Estimated Time: 0:23:29
2023-04-14 05:10:34,669 semantic_segmentation INFO: Iters: 37380/40000 || Lr: 0.001812 || Task Loss: 0.2066 || KD Loss: 0.0000|| Cost Time: 5:33:46 || Estimated Time: 0:23:23
2023-04-14 05:10:39,461 semantic_segmentation INFO: Iters: 37390/40000 || Lr: 0.001807 || Task Loss: 0.1921 || KD Loss: 0.0000|| Cost Time: 5:33:51 || Estimated Time: 0:23:18
2023-04-14 05:10:44,230 semantic_segmentation INFO: Iters: 37400/40000 || Lr: 0.001801 || Task Loss: 0.1842 || KD Loss: 0.0000|| Cost Time: 5:33:56 || Estimated Time: 0:23:12
2023-04-14 05:10:48,989 semantic_segmentation INFO: Iters: 37410/40000 || Lr: 0.001795 || Task Loss: 0.1988 || KD Loss: 0.0000|| Cost Time: 5:34:01 || Estimated Time: 0:23:07
2023-04-14 05:10:53,684 semantic_segmentation INFO: Iters: 37420/40000 || Lr: 0.001789 || Task Loss: 0.2443 || KD Loss: 0.0000|| Cost Time: 5:34:05 || Estimated Time: 0:23:02
2023-04-14 05:10:58,378 semantic_segmentation INFO: Iters: 37430/40000 || Lr: 0.001783 || Task Loss: 0.2377 || KD Loss: 0.0000|| Cost Time: 5:34:10 || Estimated Time: 0:22:56
2023-04-14 05:11:03,133 semantic_segmentation INFO: Iters: 37440/40000 || Lr: 0.001777 || Task Loss: 0.1380 || KD Loss: 0.0000|| Cost Time: 5:34:15 || Estimated Time: 0:22:51
2023-04-14 05:11:07,892 semantic_segmentation INFO: Iters: 37450/40000 || Lr: 0.001771 || Task Loss: 0.2411 || KD Loss: 0.0000|| Cost Time: 5:34:20 || Estimated Time: 0:22:45
2023-04-14 05:11:12,699 semantic_segmentation INFO: Iters: 37460/40000 || Lr: 0.001765 || Task Loss: 0.2216 || KD Loss: 0.0000|| Cost Time: 5:34:24 || Estimated Time: 0:22:40
2023-04-14 05:11:17,394 semantic_segmentation INFO: Iters: 37470/40000 || Lr: 0.001759 || Task Loss: 0.2041 || KD Loss: 0.0000|| Cost Time: 5:34:29 || Estimated Time: 0:22:35
2023-04-14 05:11:22,167 semantic_segmentation INFO: Iters: 37480/40000 || Lr: 0.001754 || Task Loss: 0.2300 || KD Loss: 0.0000|| Cost Time: 5:34:34 || Estimated Time: 0:22:29
2023-04-14 05:11:26,882 semantic_segmentation INFO: Iters: 37490/40000 || Lr: 0.001748 || Task Loss: 0.1888 || KD Loss: 0.0000|| Cost Time: 5:34:39 || Estimated Time: 0:22:24
2023-04-14 05:11:31,590 semantic_segmentation INFO: Iters: 37500/40000 || Lr: 0.001742 || Task Loss: 0.1627 || KD Loss: 0.0000|| Cost Time: 5:34:43 || Estimated Time: 0:22:18
2023-04-14 05:11:36,304 semantic_segmentation INFO: Iters: 37510/40000 || Lr: 0.001736 || Task Loss: 0.2822 || KD Loss: 0.0000|| Cost Time: 5:34:48 || Estimated Time: 0:22:13
2023-04-14 05:11:41,073 semantic_segmentation INFO: Iters: 37520/40000 || Lr: 0.001730 || Task Loss: 0.2329 || KD Loss: 0.0000|| Cost Time: 5:34:53 || Estimated Time: 0:22:08
2023-04-14 05:11:45,826 semantic_segmentation INFO: Iters: 37530/40000 || Lr: 0.001724 || Task Loss: 0.2997 || KD Loss: 0.0000|| Cost Time: 5:34:58 || Estimated Time: 0:22:02
2023-04-14 05:11:50,570 semantic_segmentation INFO: Iters: 37540/40000 || Lr: 0.001718 || Task Loss: 0.2159 || KD Loss: 0.0000|| Cost Time: 5:35:02 || Estimated Time: 0:21:57
2023-04-14 05:11:55,302 semantic_segmentation INFO: Iters: 37550/40000 || Lr: 0.001712 || Task Loss: 0.2233 || KD Loss: 0.0000|| Cost Time: 5:35:07 || Estimated Time: 0:21:51
2023-04-14 05:12:00,067 semantic_segmentation INFO: Iters: 37560/40000 || Lr: 0.001706 || Task Loss: 0.1995 || KD Loss: 0.0000|| Cost Time: 5:35:12 || Estimated Time: 0:21:46
2023-04-14 05:12:04,797 semantic_segmentation INFO: Iters: 37570/40000 || Lr: 0.001700 || Task Loss: 0.1442 || KD Loss: 0.0000|| Cost Time: 5:35:17 || Estimated Time: 0:21:41
2023-04-14 05:12:09,524 semantic_segmentation INFO: Iters: 37580/40000 || Lr: 0.001694 || Task Loss: 0.2714 || KD Loss: 0.0000|| Cost Time: 5:35:21 || Estimated Time: 0:21:35
2023-04-14 05:12:14,273 semantic_segmentation INFO: Iters: 37590/40000 || Lr: 0.001688 || Task Loss: 0.1637 || KD Loss: 0.0000|| Cost Time: 5:35:26 || Estimated Time: 0:21:30
2023-04-14 05:12:19,033 semantic_segmentation INFO: Iters: 37600/40000 || Lr: 0.001683 || Task Loss: 0.2094 || KD Loss: 0.0000|| Cost Time: 5:35:31 || Estimated Time: 0:21:24
2023-04-14 05:12:19,366 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:12:22,284 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.420
2023-04-14 05:12:22,380 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.516
2023-04-14 05:12:22,467 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.528
2023-04-14 05:12:22,543 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.547
2023-04-14 05:12:22,612 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.538
2023-04-14 05:12:22,683 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.540
2023-04-14 05:12:22,759 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.578
2023-04-14 05:12:22,835 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.622
2023-04-14 05:12:22,910 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.667
2023-04-14 05:12:22,984 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.723
2023-04-14 05:12:23,058 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.726
2023-04-14 05:12:23,130 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.750
2023-04-14 05:12:23,206 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.753
2023-04-14 05:12:23,285 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.739
2023-04-14 05:12:23,355 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.721
2023-04-14 05:12:23,430 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.711
2023-04-14 05:12:23,506 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.714
2023-04-14 05:12:23,583 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.715
2023-04-14 05:12:23,658 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.719
2023-04-14 05:12:23,733 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.725
2023-04-14 05:12:23,806 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.726
2023-04-14 05:12:23,880 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.740
2023-04-14 05:12:23,955 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.737
2023-04-14 05:12:24,029 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.744
2023-04-14 05:12:24,102 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.756
2023-04-14 05:12:24,170 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.759
2023-04-14 05:12:24,242 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-14 05:12:24,319 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-14 05:12:24,389 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-14 05:12:24,460 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-14 05:12:24,531 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:12:24,607 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.743
2023-04-14 05:12:24,678 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-14 05:12:24,753 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.742
2023-04-14 05:12:24,831 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.745
2023-04-14 05:12:24,908 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.744
2023-04-14 05:12:24,982 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.740
2023-04-14 05:12:25,058 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.739
2023-04-14 05:12:25,129 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.736
2023-04-14 05:12:25,198 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.736
2023-04-14 05:12:25,270 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.732
2023-04-14 05:12:25,345 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.732
2023-04-14 05:12:25,426 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.732
2023-04-14 05:12:25,499 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.734
2023-04-14 05:12:25,576 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-14 05:12:25,652 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-14 05:12:25,733 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.733
2023-04-14 05:12:25,811 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.732
2023-04-14 05:12:25,884 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.734
2023-04-14 05:12:25,958 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.736
2023-04-14 05:12:26,033 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.737
2023-04-14 05:12:26,104 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.743
2023-04-14 05:12:26,179 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.744
2023-04-14 05:12:26,255 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-14 05:12:26,334 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-14 05:12:26,414 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-14 05:12:26,491 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-14 05:12:26,574 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:12:26,649 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:26,724 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:12:26,802 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:12:26,880 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-14 05:12:26,959 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:12:27,036 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.761
2023-04-14 05:12:27,112 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:12:27,186 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:12:27,256 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:12:27,327 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.764
2023-04-14 05:12:27,397 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:12:27,471 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:12:27,541 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:12:27,617 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-14 05:12:27,694 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:27,772 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:27,846 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:12:27,920 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:12:27,991 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:28,065 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:28,135 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-14 05:12:28,208 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:28,283 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:12:28,351 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:12:28,422 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:28,496 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:12:28,570 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:12:28,645 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.751
2023-04-14 05:12:28,723 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:12:28,800 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:12:28,876 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:12:28,949 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:12:29,021 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:12:29,094 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-14 05:12:29,166 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-14 05:12:29,239 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-14 05:12:29,315 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.759
2023-04-14 05:12:29,388 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:29,465 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:29,543 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:29,626 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:29,704 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:29,780 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-14 05:12:29,854 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.759
2023-04-14 05:12:29,926 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.759
2023-04-14 05:12:29,997 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.759
2023-04-14 05:12:30,071 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-14 05:12:30,152 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-14 05:12:30,229 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-14 05:12:30,310 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-14 05:12:30,383 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-14 05:12:30,461 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-14 05:12:30,536 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-14 05:12:30,611 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-14 05:12:30,682 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-14 05:12:30,756 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-14 05:12:30,830 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-14 05:12:30,903 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.759
2023-04-14 05:12:30,980 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-14 05:12:31,056 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-14 05:12:31,132 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-14 05:12:31,207 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-14 05:12:31,282 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-14 05:12:31,356 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-14 05:12:31,432 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.760
2023-04-14 05:12:31,506 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-14 05:12:31,585 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.948, mIoU: 0.761
2023-04-14 05:12:31,664 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.948, mIoU: 0.763
2023-04-14 05:12:31,740 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.948, mIoU: 0.764
2023-04-14 05:12:31,815 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.764
2023-04-14 05:12:31,891 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.763
2023-04-14 05:12:31,960 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.763
2023-04-14 05:12:32,032 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.948, mIoU: 0.763
2023-04-14 05:12:32,102 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-14 05:12:32,172 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-14 05:12:32,244 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:32,314 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:32,389 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:32,461 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:32,537 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:32,613 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:32,693 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:12:32,769 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:12:32,843 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:32,920 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:32,994 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:33,065 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:33,141 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:33,215 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:33,291 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:33,367 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:33,441 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:33,516 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:33,591 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:12:33,664 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:33,737 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:33,812 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:12:33,889 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:12:33,962 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:12:34,041 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:12:34,117 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:12:34,194 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:12:34,269 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:12:34,346 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:12:34,417 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:12:34,489 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:12:34,564 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:12:34,640 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-14 05:12:34,717 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-14 05:12:34,793 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.949, mIoU: 0.757
2023-04-14 05:12:34,869 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:12:34,947 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:12:35,028 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:12:35,105 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:12:35,182 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:12:35,255 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:12:35,329 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:12:35,401 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:12:35,475 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:35,547 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:12:35,621 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:35,697 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:35,773 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:35,849 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:35,924 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:35,997 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:36,073 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:12:36,145 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:36,224 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:36,299 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:36,374 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:36,448 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:12:36,529 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:12:36,607 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-14 05:12:36,681 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:12:36,753 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:12:36,828 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:12:36,904 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:12:36,982 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,058 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,136 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,206 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,277 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:12:37,348 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:12:37,420 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:12:37,492 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,566 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,639 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,711 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,785 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,860 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:37,938 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:38,014 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:38,089 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:38,162 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:12:38,239 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:12:38,312 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:12:38,384 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:12:38,454 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:12:38,528 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:12:38,602 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:12:38,673 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:12:38,744 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:12:38,814 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:12:38,885 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:12:38,954 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:12:39,022 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:12:39,091 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:12:39,159 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:12:39,228 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:12:39,295 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:12:39,363 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:12:39,430 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:12:39,496 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:12:39,563 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:12:39,630 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:12:39,698 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:12:39,767 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:12:39,835 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:12:39,904 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:12:39,972 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:12:40,041 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:12:40,109 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:12:40,177 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:12:40,242 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:12:40,310 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:12:40,379 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:12:40,448 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.952, mIoU: 0.756
2023-04-14 05:12:40,516 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:12:40,582 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:12:40,651 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:12:40,719 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:12:41,383 semantic_segmentation INFO: Overall validation pixAcc: 95.525, mIoU: 75.443
2023-04-14 05:12:46,573 semantic_segmentation INFO: Iters: 37610/40000 || Lr: 0.001677 || Task Loss: 0.1795 || KD Loss: 0.0000|| Cost Time: 5:35:58 || Estimated Time: 0:21:21
2023-04-14 05:12:51,243 semantic_segmentation INFO: Iters: 37620/40000 || Lr: 0.001671 || Task Loss: 0.2396 || KD Loss: 0.0000|| Cost Time: 5:36:03 || Estimated Time: 0:21:15
2023-04-14 05:12:55,933 semantic_segmentation INFO: Iters: 37630/40000 || Lr: 0.001665 || Task Loss: 0.1893 || KD Loss: 0.0000|| Cost Time: 5:36:08 || Estimated Time: 0:21:10
2023-04-14 05:13:00,676 semantic_segmentation INFO: Iters: 37640/40000 || Lr: 0.001659 || Task Loss: 0.2127 || KD Loss: 0.0000|| Cost Time: 5:36:12 || Estimated Time: 0:21:04
2023-04-14 05:13:05,395 semantic_segmentation INFO: Iters: 37650/40000 || Lr: 0.001653 || Task Loss: 0.2577 || KD Loss: 0.0000|| Cost Time: 5:36:17 || Estimated Time: 0:20:59
2023-04-14 05:13:10,109 semantic_segmentation INFO: Iters: 37660/40000 || Lr: 0.001647 || Task Loss: 0.1885 || KD Loss: 0.0000|| Cost Time: 5:36:22 || Estimated Time: 0:20:54
2023-04-14 05:13:14,894 semantic_segmentation INFO: Iters: 37670/40000 || Lr: 0.001641 || Task Loss: 0.2431 || KD Loss: 0.0000|| Cost Time: 5:36:27 || Estimated Time: 0:20:48
2023-04-14 05:13:19,609 semantic_segmentation INFO: Iters: 37680/40000 || Lr: 0.001635 || Task Loss: 0.1668 || KD Loss: 0.0000|| Cost Time: 5:36:31 || Estimated Time: 0:20:43
2023-04-14 05:13:24,341 semantic_segmentation INFO: Iters: 37690/40000 || Lr: 0.001629 || Task Loss: 0.2089 || KD Loss: 0.0000|| Cost Time: 5:36:36 || Estimated Time: 0:20:37
2023-04-14 05:13:29,076 semantic_segmentation INFO: Iters: 37700/40000 || Lr: 0.001623 || Task Loss: 0.3953 || KD Loss: 0.0000|| Cost Time: 5:36:41 || Estimated Time: 0:20:32
2023-04-14 05:13:33,749 semantic_segmentation INFO: Iters: 37710/40000 || Lr: 0.001617 || Task Loss: 0.1749 || KD Loss: 0.0000|| Cost Time: 5:36:46 || Estimated Time: 0:20:27
2023-04-14 05:13:38,498 semantic_segmentation INFO: Iters: 37720/40000 || Lr: 0.001611 || Task Loss: 0.1861 || KD Loss: 0.0000|| Cost Time: 5:36:50 || Estimated Time: 0:20:21
2023-04-14 05:13:43,288 semantic_segmentation INFO: Iters: 37730/40000 || Lr: 0.001605 || Task Loss: 0.2007 || KD Loss: 0.0000|| Cost Time: 5:36:55 || Estimated Time: 0:20:16
2023-04-14 05:13:48,056 semantic_segmentation INFO: Iters: 37740/40000 || Lr: 0.001599 || Task Loss: 0.1950 || KD Loss: 0.0000|| Cost Time: 5:37:00 || Estimated Time: 0:20:10
2023-04-14 05:13:52,812 semantic_segmentation INFO: Iters: 37750/40000 || Lr: 0.001593 || Task Loss: 0.1536 || KD Loss: 0.0000|| Cost Time: 5:37:05 || Estimated Time: 0:20:05
2023-04-14 05:13:57,532 semantic_segmentation INFO: Iters: 37760/40000 || Lr: 0.001587 || Task Loss: 0.2541 || KD Loss: 0.0000|| Cost Time: 5:37:09 || Estimated Time: 0:20:00
2023-04-14 05:14:02,267 semantic_segmentation INFO: Iters: 37770/40000 || Lr: 0.001581 || Task Loss: 0.1412 || KD Loss: 0.0000|| Cost Time: 5:37:14 || Estimated Time: 0:19:54
2023-04-14 05:14:07,034 semantic_segmentation INFO: Iters: 37780/40000 || Lr: 0.001575 || Task Loss: 0.1760 || KD Loss: 0.0000|| Cost Time: 5:37:19 || Estimated Time: 0:19:49
2023-04-14 05:14:11,708 semantic_segmentation INFO: Iters: 37790/40000 || Lr: 0.001569 || Task Loss: 0.1865 || KD Loss: 0.0000|| Cost Time: 5:37:23 || Estimated Time: 0:19:43
2023-04-14 05:14:16,467 semantic_segmentation INFO: Iters: 37800/40000 || Lr: 0.001563 || Task Loss: 0.2676 || KD Loss: 0.0000|| Cost Time: 5:37:28 || Estimated Time: 0:19:38
2023-04-14 05:14:21,248 semantic_segmentation INFO: Iters: 37810/40000 || Lr: 0.001557 || Task Loss: 0.1990 || KD Loss: 0.0000|| Cost Time: 5:37:33 || Estimated Time: 0:19:33
2023-04-14 05:14:25,986 semantic_segmentation INFO: Iters: 37820/40000 || Lr: 0.001551 || Task Loss: 0.2382 || KD Loss: 0.0000|| Cost Time: 5:37:38 || Estimated Time: 0:19:27
2023-04-14 05:14:30,796 semantic_segmentation INFO: Iters: 37830/40000 || Lr: 0.001545 || Task Loss: 0.1904 || KD Loss: 0.0000|| Cost Time: 5:37:43 || Estimated Time: 0:19:22
2023-04-14 05:14:35,577 semantic_segmentation INFO: Iters: 37840/40000 || Lr: 0.001539 || Task Loss: 0.2269 || KD Loss: 0.0000|| Cost Time: 5:37:47 || Estimated Time: 0:19:16
2023-04-14 05:14:40,359 semantic_segmentation INFO: Iters: 37850/40000 || Lr: 0.001533 || Task Loss: 0.1979 || KD Loss: 0.0000|| Cost Time: 5:37:52 || Estimated Time: 0:19:11
2023-04-14 05:14:45,071 semantic_segmentation INFO: Iters: 37860/40000 || Lr: 0.001527 || Task Loss: 0.2263 || KD Loss: 0.0000|| Cost Time: 5:37:57 || Estimated Time: 0:19:06
2023-04-14 05:14:49,802 semantic_segmentation INFO: Iters: 37870/40000 || Lr: 0.001521 || Task Loss: 0.2758 || KD Loss: 0.0000|| Cost Time: 5:38:02 || Estimated Time: 0:19:00
2023-04-14 05:14:54,543 semantic_segmentation INFO: Iters: 37880/40000 || Lr: 0.001515 || Task Loss: 0.1632 || KD Loss: 0.0000|| Cost Time: 5:38:06 || Estimated Time: 0:18:55
2023-04-14 05:14:59,271 semantic_segmentation INFO: Iters: 37890/40000 || Lr: 0.001509 || Task Loss: 0.1988 || KD Loss: 0.0000|| Cost Time: 5:38:11 || Estimated Time: 0:18:49
2023-04-14 05:15:04,043 semantic_segmentation INFO: Iters: 37900/40000 || Lr: 0.001503 || Task Loss: 0.1917 || KD Loss: 0.0000|| Cost Time: 5:38:16 || Estimated Time: 0:18:44
2023-04-14 05:15:08,824 semantic_segmentation INFO: Iters: 37910/40000 || Lr: 0.001497 || Task Loss: 0.1759 || KD Loss: 0.0000|| Cost Time: 5:38:21 || Estimated Time: 0:18:39
2023-04-14 05:15:13,606 semantic_segmentation INFO: Iters: 37920/40000 || Lr: 0.001491 || Task Loss: 0.1937 || KD Loss: 0.0000|| Cost Time: 5:38:25 || Estimated Time: 0:18:33
2023-04-14 05:15:18,352 semantic_segmentation INFO: Iters: 37930/40000 || Lr: 0.001485 || Task Loss: 0.1946 || KD Loss: 0.0000|| Cost Time: 5:38:30 || Estimated Time: 0:18:28
2023-04-14 05:15:23,155 semantic_segmentation INFO: Iters: 37940/40000 || Lr: 0.001479 || Task Loss: 0.1570 || KD Loss: 0.0000|| Cost Time: 5:38:35 || Estimated Time: 0:18:23
2023-04-14 05:15:27,902 semantic_segmentation INFO: Iters: 37950/40000 || Lr: 0.001473 || Task Loss: 0.1726 || KD Loss: 0.0000|| Cost Time: 5:38:40 || Estimated Time: 0:18:17
2023-04-14 05:15:32,627 semantic_segmentation INFO: Iters: 37960/40000 || Lr: 0.001467 || Task Loss: 0.1950 || KD Loss: 0.0000|| Cost Time: 5:38:44 || Estimated Time: 0:18:12
2023-04-14 05:15:37,347 semantic_segmentation INFO: Iters: 37970/40000 || Lr: 0.001461 || Task Loss: 0.1732 || KD Loss: 0.0000|| Cost Time: 5:38:49 || Estimated Time: 0:18:06
2023-04-14 05:15:42,152 semantic_segmentation INFO: Iters: 37980/40000 || Lr: 0.001455 || Task Loss: 0.2402 || KD Loss: 0.0000|| Cost Time: 5:38:54 || Estimated Time: 0:18:01
2023-04-14 05:15:46,896 semantic_segmentation INFO: Iters: 37990/40000 || Lr: 0.001449 || Task Loss: 0.1786 || KD Loss: 0.0000|| Cost Time: 5:38:59 || Estimated Time: 0:17:56
2023-04-14 05:15:51,623 semantic_segmentation INFO: Iters: 38000/40000 || Lr: 0.001443 || Task Loss: 0.1682 || KD Loss: 0.0000|| Cost Time: 5:39:03 || Estimated Time: 0:17:50
2023-04-14 05:15:51,940 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:15:54,238 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.421
2023-04-14 05:15:54,551 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.520
2023-04-14 05:15:54,952 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.522
2023-04-14 05:15:55,051 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.546
2023-04-14 05:15:55,139 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.537
2023-04-14 05:15:55,221 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.541
2023-04-14 05:15:55,302 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.566
2023-04-14 05:15:55,373 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.614
2023-04-14 05:15:55,449 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.657
2023-04-14 05:15:55,522 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.710
2023-04-14 05:15:55,590 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.717
2023-04-14 05:15:55,660 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.740
2023-04-14 05:15:55,735 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.739
2023-04-14 05:15:55,813 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.723
2023-04-14 05:15:55,883 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.715
2023-04-14 05:15:55,953 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.706
2023-04-14 05:15:56,023 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.707
2023-04-14 05:15:56,095 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.709
2023-04-14 05:15:56,169 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.718
2023-04-14 05:15:56,242 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.723
2023-04-14 05:15:56,320 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.724
2023-04-14 05:15:56,399 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.734
2023-04-14 05:15:56,474 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.735
2023-04-14 05:15:56,549 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.741
2023-04-14 05:15:56,622 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.753
2023-04-14 05:15:56,693 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-14 05:15:56,767 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-14 05:15:56,842 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.740
2023-04-14 05:15:56,914 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.740
2023-04-14 05:15:56,992 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.747
2023-04-14 05:15:57,066 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-14 05:15:57,144 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.745
2023-04-14 05:15:57,221 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-14 05:15:57,300 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.744
2023-04-14 05:15:57,372 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-14 05:15:57,446 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.745
2023-04-14 05:15:57,519 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.742
2023-04-14 05:15:57,589 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.741
2023-04-14 05:15:57,660 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-14 05:15:57,734 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.739
2023-04-14 05:15:57,808 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.735
2023-04-14 05:15:57,885 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.735
2023-04-14 05:15:57,960 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.735
2023-04-14 05:15:58,038 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.737
2023-04-14 05:15:58,116 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.736
2023-04-14 05:15:58,194 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.736
2023-04-14 05:15:58,267 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.736
2023-04-14 05:15:58,341 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.735
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2023-04-14 05:16:12,944 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:16:13,009 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.952, mIoU: 0.744
2023-04-14 05:16:13,073 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-14 05:16:13,138 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-14 05:16:13,203 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.952, mIoU: 0.745
2023-04-14 05:16:13,898 semantic_segmentation INFO: Overall validation pixAcc: 95.670, mIoU: 75.001
2023-04-14 05:16:18,853 semantic_segmentation INFO: Iters: 38010/40000 || Lr: 0.001437 || Task Loss: 0.2427 || KD Loss: 0.0000|| Cost Time: 5:39:31 || Estimated Time: 0:17:46
2023-04-14 05:16:23,550 semantic_segmentation INFO: Iters: 38020/40000 || Lr: 0.001431 || Task Loss: 0.1828 || KD Loss: 0.0000|| Cost Time: 5:39:35 || Estimated Time: 0:17:41
2023-04-14 05:16:28,224 semantic_segmentation INFO: Iters: 38030/40000 || Lr: 0.001425 || Task Loss: 0.2793 || KD Loss: 0.0000|| Cost Time: 5:39:40 || Estimated Time: 0:17:35
2023-04-14 05:16:32,957 semantic_segmentation INFO: Iters: 38040/40000 || Lr: 0.001419 || Task Loss: 0.3126 || KD Loss: 0.0000|| Cost Time: 5:39:45 || Estimated Time: 0:17:30
2023-04-14 05:16:37,712 semantic_segmentation INFO: Iters: 38050/40000 || Lr: 0.001413 || Task Loss: 0.2076 || KD Loss: 0.0000|| Cost Time: 5:39:49 || Estimated Time: 0:17:24
2023-04-14 05:16:42,479 semantic_segmentation INFO: Iters: 38060/40000 || Lr: 0.001407 || Task Loss: 0.2284 || KD Loss: 0.0000|| Cost Time: 5:39:54 || Estimated Time: 0:17:19
2023-04-14 05:16:47,186 semantic_segmentation INFO: Iters: 38070/40000 || Lr: 0.001401 || Task Loss: 0.1913 || KD Loss: 0.0000|| Cost Time: 5:39:59 || Estimated Time: 0:17:14
2023-04-14 05:16:51,887 semantic_segmentation INFO: Iters: 38080/40000 || Lr: 0.001395 || Task Loss: 0.2289 || KD Loss: 0.0000|| Cost Time: 5:40:04 || Estimated Time: 0:17:08
2023-04-14 05:16:56,638 semantic_segmentation INFO: Iters: 38090/40000 || Lr: 0.001389 || Task Loss: 0.2160 || KD Loss: 0.0000|| Cost Time: 5:40:08 || Estimated Time: 0:17:03
2023-04-14 05:17:01,345 semantic_segmentation INFO: Iters: 38100/40000 || Lr: 0.001383 || Task Loss: 0.1605 || KD Loss: 0.0000|| Cost Time: 5:40:13 || Estimated Time: 0:16:57
2023-04-14 05:17:06,090 semantic_segmentation INFO: Iters: 38110/40000 || Lr: 0.001377 || Task Loss: 0.2130 || KD Loss: 0.0000|| Cost Time: 5:40:18 || Estimated Time: 0:16:52
2023-04-14 05:17:10,878 semantic_segmentation INFO: Iters: 38120/40000 || Lr: 0.001370 || Task Loss: 0.2285 || KD Loss: 0.0000|| Cost Time: 5:40:23 || Estimated Time: 0:16:47
2023-04-14 05:17:15,602 semantic_segmentation INFO: Iters: 38130/40000 || Lr: 0.001364 || Task Loss: 0.2253 || KD Loss: 0.0000|| Cost Time: 5:40:27 || Estimated Time: 0:16:41
2023-04-14 05:17:20,343 semantic_segmentation INFO: Iters: 38140/40000 || Lr: 0.001358 || Task Loss: 0.1894 || KD Loss: 0.0000|| Cost Time: 5:40:32 || Estimated Time: 0:16:36
2023-04-14 05:17:25,049 semantic_segmentation INFO: Iters: 38150/40000 || Lr: 0.001352 || Task Loss: 0.1741 || KD Loss: 0.0000|| Cost Time: 5:40:37 || Estimated Time: 0:16:31
2023-04-14 05:17:29,791 semantic_segmentation INFO: Iters: 38160/40000 || Lr: 0.001346 || Task Loss: 0.1802 || KD Loss: 0.0000|| Cost Time: 5:40:42 || Estimated Time: 0:16:25
2023-04-14 05:17:34,496 semantic_segmentation INFO: Iters: 38170/40000 || Lr: 0.001340 || Task Loss: 0.1824 || KD Loss: 0.0000|| Cost Time: 5:40:46 || Estimated Time: 0:16:20
2023-04-14 05:17:39,211 semantic_segmentation INFO: Iters: 38180/40000 || Lr: 0.001334 || Task Loss: 0.1598 || KD Loss: 0.0000|| Cost Time: 5:40:51 || Estimated Time: 0:16:14
2023-04-14 05:17:43,949 semantic_segmentation INFO: Iters: 38190/40000 || Lr: 0.001328 || Task Loss: 0.2185 || KD Loss: 0.0000|| Cost Time: 5:40:56 || Estimated Time: 0:16:09
2023-04-14 05:17:48,694 semantic_segmentation INFO: Iters: 38200/40000 || Lr: 0.001322 || Task Loss: 0.1874 || KD Loss: 0.0000|| Cost Time: 5:41:00 || Estimated Time: 0:16:04
2023-04-14 05:17:53,377 semantic_segmentation INFO: Iters: 38210/40000 || Lr: 0.001316 || Task Loss: 0.1927 || KD Loss: 0.0000|| Cost Time: 5:41:05 || Estimated Time: 0:15:58
2023-04-14 05:17:58,089 semantic_segmentation INFO: Iters: 38220/40000 || Lr: 0.001309 || Task Loss: 0.2233 || KD Loss: 0.0000|| Cost Time: 5:41:10 || Estimated Time: 0:15:53
2023-04-14 05:18:02,815 semantic_segmentation INFO: Iters: 38230/40000 || Lr: 0.001303 || Task Loss: 0.1597 || KD Loss: 0.0000|| Cost Time: 5:41:15 || Estimated Time: 0:15:47
2023-04-14 05:18:07,528 semantic_segmentation INFO: Iters: 38240/40000 || Lr: 0.001297 || Task Loss: 0.1899 || KD Loss: 0.0000|| Cost Time: 5:41:19 || Estimated Time: 0:15:42
2023-04-14 05:18:12,310 semantic_segmentation INFO: Iters: 38250/40000 || Lr: 0.001291 || Task Loss: 0.2609 || KD Loss: 0.0000|| Cost Time: 5:41:24 || Estimated Time: 0:15:37
2023-04-14 05:18:17,025 semantic_segmentation INFO: Iters: 38260/40000 || Lr: 0.001285 || Task Loss: 0.1844 || KD Loss: 0.0000|| Cost Time: 5:41:29 || Estimated Time: 0:15:31
2023-04-14 05:18:21,752 semantic_segmentation INFO: Iters: 38270/40000 || Lr: 0.001279 || Task Loss: 0.2155 || KD Loss: 0.0000|| Cost Time: 5:41:34 || Estimated Time: 0:15:26
2023-04-14 05:18:26,510 semantic_segmentation INFO: Iters: 38280/40000 || Lr: 0.001273 || Task Loss: 0.2056 || KD Loss: 0.0000|| Cost Time: 5:41:38 || Estimated Time: 0:15:21
2023-04-14 05:18:31,227 semantic_segmentation INFO: Iters: 38290/40000 || Lr: 0.001267 || Task Loss: 0.2077 || KD Loss: 0.0000|| Cost Time: 5:41:43 || Estimated Time: 0:15:15
2023-04-14 05:18:35,939 semantic_segmentation INFO: Iters: 38300/40000 || Lr: 0.001260 || Task Loss: 0.1913 || KD Loss: 0.0000|| Cost Time: 5:41:48 || Estimated Time: 0:15:10
2023-04-14 05:18:40,649 semantic_segmentation INFO: Iters: 38310/40000 || Lr: 0.001254 || Task Loss: 0.1621 || KD Loss: 0.0000|| Cost Time: 5:41:52 || Estimated Time: 0:15:04
2023-04-14 05:18:45,400 semantic_segmentation INFO: Iters: 38320/40000 || Lr: 0.001248 || Task Loss: 0.2727 || KD Loss: 0.0000|| Cost Time: 5:41:57 || Estimated Time: 0:14:59
2023-04-14 05:18:50,144 semantic_segmentation INFO: Iters: 38330/40000 || Lr: 0.001242 || Task Loss: 0.2296 || KD Loss: 0.0000|| Cost Time: 5:42:02 || Estimated Time: 0:14:54
2023-04-14 05:18:54,914 semantic_segmentation INFO: Iters: 38340/40000 || Lr: 0.001236 || Task Loss: 0.2729 || KD Loss: 0.0000|| Cost Time: 5:42:07 || Estimated Time: 0:14:48
2023-04-14 05:18:59,623 semantic_segmentation INFO: Iters: 38350/40000 || Lr: 0.001230 || Task Loss: 0.1820 || KD Loss: 0.0000|| Cost Time: 5:42:11 || Estimated Time: 0:14:43
2023-04-14 05:19:04,346 semantic_segmentation INFO: Iters: 38360/40000 || Lr: 0.001224 || Task Loss: 0.2152 || KD Loss: 0.0000|| Cost Time: 5:42:16 || Estimated Time: 0:14:37
2023-04-14 05:19:09,121 semantic_segmentation INFO: Iters: 38370/40000 || Lr: 0.001217 || Task Loss: 0.1856 || KD Loss: 0.0000|| Cost Time: 5:42:21 || Estimated Time: 0:14:32
2023-04-14 05:19:13,884 semantic_segmentation INFO: Iters: 38380/40000 || Lr: 0.001211 || Task Loss: 0.2053 || KD Loss: 0.0000|| Cost Time: 5:42:26 || Estimated Time: 0:14:27
2023-04-14 05:19:18,624 semantic_segmentation INFO: Iters: 38390/40000 || Lr: 0.001205 || Task Loss: 0.1908 || KD Loss: 0.0000|| Cost Time: 5:42:30 || Estimated Time: 0:14:21
2023-04-14 05:19:23,329 semantic_segmentation INFO: Iters: 38400/40000 || Lr: 0.001199 || Task Loss: 0.2085 || KD Loss: 0.0000|| Cost Time: 5:42:35 || Estimated Time: 0:14:16
2023-04-14 05:19:23,585 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:19:26,046 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.422
2023-04-14 05:19:26,194 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.512
2023-04-14 05:19:26,474 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.524
2023-04-14 05:19:26,558 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.546
2023-04-14 05:19:26,635 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.538
2023-04-14 05:19:26,717 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.541
2023-04-14 05:19:26,794 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.550
2023-04-14 05:19:26,868 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.598
2023-04-14 05:19:26,941 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.648
2023-04-14 05:19:27,014 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.703
2023-04-14 05:19:27,082 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.709
2023-04-14 05:19:27,152 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.732
2023-04-14 05:19:27,221 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.739
2023-04-14 05:19:27,292 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.721
2023-04-14 05:19:27,360 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.682
2023-04-14 05:19:27,428 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.673
2023-04-14 05:19:27,499 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.674
2023-04-14 05:19:27,571 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.675
2023-04-14 05:19:27,641 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.683
2023-04-14 05:19:27,714 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.688
2023-04-14 05:19:27,785 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.691
2023-04-14 05:19:27,860 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.720
2023-04-14 05:19:27,938 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.718
2023-04-14 05:19:28,016 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.725
2023-04-14 05:19:28,091 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.739
2023-04-14 05:19:28,164 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.742
2023-04-14 05:19:28,239 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.731
2023-04-14 05:19:28,316 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.729
2023-04-14 05:19:28,389 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.728
2023-04-14 05:19:28,466 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-14 05:19:28,545 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.738
2023-04-14 05:19:28,619 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.734
2023-04-14 05:19:28,696 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.737
2023-04-14 05:19:28,771 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.735
2023-04-14 05:19:28,847 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.737
2023-04-14 05:19:28,923 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.736
2023-04-14 05:19:28,997 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.733
2023-04-14 05:19:29,069 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.732
2023-04-14 05:19:29,137 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.730
2023-04-14 05:19:29,206 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.731
2023-04-14 05:19:29,276 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.729
2023-04-14 05:19:29,350 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.729
2023-04-14 05:19:29,421 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.730
2023-04-14 05:19:29,496 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.731
2023-04-14 05:19:29,577 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.730
2023-04-14 05:19:29,659 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.730
2023-04-14 05:19:29,738 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.730
2023-04-14 05:19:29,814 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.729
2023-04-14 05:19:29,890 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.732
2023-04-14 05:19:29,964 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.734
2023-04-14 05:19:30,045 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.734
2023-04-14 05:19:30,121 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.735
2023-04-14 05:19:30,202 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.736
2023-04-14 05:19:30,275 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.740
2023-04-14 05:19:30,349 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.739
2023-04-14 05:19:30,425 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.742
2023-04-14 05:19:30,496 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.743
2023-04-14 05:19:30,568 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-14 05:19:30,638 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.751
2023-04-14 05:19:30,708 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-14 05:19:30,783 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-14 05:19:30,853 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:19:30,924 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:19:31,001 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:19:31,080 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:19:31,158 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:19:31,231 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-14 05:19:31,317 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:19:31,395 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.754
2023-04-14 05:19:31,477 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-14 05:19:31,549 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:19:31,622 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.750
2023-04-14 05:19:31,711 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-14 05:19:31,786 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-14 05:19:31,861 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-14 05:19:31,950 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-14 05:19:32,018 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-14 05:19:32,091 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-14 05:19:32,165 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.748
2023-04-14 05:19:32,242 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.749
2023-04-14 05:19:32,319 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-14 05:19:32,398 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-14 05:19:32,472 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-14 05:19:32,547 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.747
2023-04-14 05:19:32,617 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.742
2023-04-14 05:19:32,686 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:19:32,758 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.743
2023-04-14 05:19:32,831 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-14 05:19:32,903 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-14 05:19:32,978 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.742
2023-04-14 05:19:33,058 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.743
2023-04-14 05:19:33,133 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-14 05:19:33,209 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-14 05:19:33,285 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-14 05:19:33,362 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:33,439 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:33,517 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:33,588 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:33,666 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-14 05:19:33,741 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-14 05:19:33,814 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-14 05:19:33,886 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 05:19:33,960 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 05:19:34,043 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 05:19:34,119 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 05:19:34,194 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 05:19:34,267 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 05:19:34,339 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:19:34,413 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:19:34,492 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:19:34,566 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:19:34,640 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 05:19:34,712 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.750
2023-04-14 05:19:34,783 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 05:19:34,856 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 05:19:34,929 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 05:19:35,002 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.749
2023-04-14 05:19:35,075 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.749
2023-04-14 05:19:35,149 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-14 05:19:35,222 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-14 05:19:35,295 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.751
2023-04-14 05:19:35,368 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:19:35,442 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:19:35,518 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.948, mIoU: 0.752
2023-04-14 05:19:35,593 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.948, mIoU: 0.751
2023-04-14 05:19:35,667 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-14 05:19:35,743 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-14 05:19:35,823 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.755
2023-04-14 05:19:35,900 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-14 05:19:35,976 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-14 05:19:36,050 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-14 05:19:36,125 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.754
2023-04-14 05:19:36,200 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:36,277 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:36,354 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:36,426 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:36,500 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:36,573 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:36,647 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-14 05:19:36,722 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-14 05:19:36,791 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-14 05:19:36,864 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-14 05:19:36,946 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-14 05:19:37,023 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-14 05:19:37,099 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-14 05:19:37,171 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-14 05:19:37,244 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-14 05:19:37,316 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-14 05:19:37,387 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-14 05:19:37,457 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.949, mIoU: 0.754
2023-04-14 05:19:37,530 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-14 05:19:37,603 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.949, mIoU: 0.755
2023-04-14 05:19:37,674 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-14 05:19:37,750 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-14 05:19:37,820 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.949, mIoU: 0.756
2023-04-14 05:19:37,894 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:19:37,971 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:19:38,050 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:19:38,126 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:19:38,205 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:19:38,283 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:19:38,357 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:38,430 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:38,505 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:38,581 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:38,658 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.949, mIoU: 0.752
2023-04-14 05:19:38,737 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:38,816 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.949, mIoU: 0.753
2023-04-14 05:19:38,895 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-14 05:19:38,970 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-14 05:19:39,041 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-14 05:19:39,114 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-14 05:19:39,185 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-14 05:19:39,253 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-14 05:19:39,324 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.950, mIoU: 0.753
2023-04-14 05:19:39,402 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:39,483 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:39,562 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:39,637 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:39,715 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:39,786 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:39,857 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:39,932 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:40,000 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.950, mIoU: 0.752
2023-04-14 05:19:40,071 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:19:40,142 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-14 05:19:40,218 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-14 05:19:40,292 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-14 05:19:40,368 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.951, mIoU: 0.752
2023-04-14 05:19:40,445 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:19:40,521 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:19:40,593 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.951, mIoU: 0.753
2023-04-14 05:19:40,665 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:19:40,737 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:19:40,809 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:19:40,876 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:19:40,949 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:19:41,027 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:19:41,098 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:19:41,174 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.951, mIoU: 0.754
2023-04-14 05:19:41,258 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:19:41,337 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:19:41,415 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:19:41,490 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:19:41,564 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:19:41,638 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:19:41,709 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:19:41,780 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:19:41,855 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:19:41,930 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:19:42,008 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:19:42,082 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:19:42,157 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:19:42,235 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:19:42,310 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:19:42,381 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:19:42,451 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:19:42,522 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:19:42,594 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:19:42,661 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:19:42,730 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.952, mIoU: 0.749
2023-04-14 05:19:42,798 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-14 05:19:42,870 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.952, mIoU: 0.750
2023-04-14 05:19:42,943 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-14 05:19:43,015 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-14 05:19:43,086 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-14 05:19:43,156 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-14 05:19:43,227 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-14 05:19:43,298 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:43,366 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:43,435 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:43,501 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:43,570 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:43,639 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:43,707 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:43,776 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:43,842 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-14 05:19:43,910 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-14 05:19:43,978 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:44,046 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:44,115 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:44,184 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.952, mIoU: 0.746
2023-04-14 05:19:44,251 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-14 05:19:44,319 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.952, mIoU: 0.747
2023-04-14 05:19:44,388 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-14 05:19:44,455 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-14 05:19:44,523 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-14 05:19:44,589 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-14 05:19:44,659 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.952, mIoU: 0.748
2023-04-14 05:19:44,727 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-14 05:19:45,789 semantic_segmentation INFO: Overall validation pixAcc: 95.649, mIoU: 75.339
2023-04-14 05:19:50,812 semantic_segmentation INFO: Iters: 38410/40000 || Lr: 0.001193 || Task Loss: 0.2231 || KD Loss: 0.0000|| Cost Time: 5:43:03 || Estimated Time: 0:14:12
2023-04-14 05:19:55,482 semantic_segmentation INFO: Iters: 38420/40000 || Lr: 0.001187 || Task Loss: 0.3152 || KD Loss: 0.0000|| Cost Time: 5:43:07 || Estimated Time: 0:14:06
2023-04-14 05:20:00,250 semantic_segmentation INFO: Iters: 38430/40000 || Lr: 0.001180 || Task Loss: 0.1842 || KD Loss: 0.0000|| Cost Time: 5:43:12 || Estimated Time: 0:14:01
2023-04-14 05:20:04,973 semantic_segmentation INFO: Iters: 38440/40000 || Lr: 0.001174 || Task Loss: 0.2280 || KD Loss: 0.0000|| Cost Time: 5:43:17 || Estimated Time: 0:13:55
2023-04-14 05:20:09,722 semantic_segmentation INFO: Iters: 38450/40000 || Lr: 0.001168 || Task Loss: 0.2078 || KD Loss: 0.0000|| Cost Time: 5:43:21 || Estimated Time: 0:13:50
2023-04-14 05:20:14,445 semantic_segmentation INFO: Iters: 38460/40000 || Lr: 0.001162 || Task Loss: 0.1920 || KD Loss: 0.0000|| Cost Time: 5:43:26 || Estimated Time: 0:13:45
2023-04-14 05:20:19,167 semantic_segmentation INFO: Iters: 38470/40000 || Lr: 0.001156 || Task Loss: 0.2189 || KD Loss: 0.0000|| Cost Time: 5:43:31 || Estimated Time: 0:13:39
2023-04-14 05:20:23,933 semantic_segmentation INFO: Iters: 38480/40000 || Lr: 0.001149 || Task Loss: 0.1833 || KD Loss: 0.0000|| Cost Time: 5:43:36 || Estimated Time: 0:13:34
2023-04-14 05:20:28,628 semantic_segmentation INFO: Iters: 38490/40000 || Lr: 0.001143 || Task Loss: 0.1418 || KD Loss: 0.0000|| Cost Time: 5:43:40 || Estimated Time: 0:13:28
2023-04-14 05:20:33,358 semantic_segmentation INFO: Iters: 38500/40000 || Lr: 0.001137 || Task Loss: 0.1941 || KD Loss: 0.0000|| Cost Time: 5:43:45 || Estimated Time: 0:13:23
2023-04-14 05:20:38,137 semantic_segmentation INFO: Iters: 38510/40000 || Lr: 0.001131 || Task Loss: 0.2521 || KD Loss: 0.0000|| Cost Time: 5:43:50 || Estimated Time: 0:13:18
2023-04-14 05:20:42,847 semantic_segmentation INFO: Iters: 38520/40000 || Lr: 0.001124 || Task Loss: 0.1778 || KD Loss: 0.0000|| Cost Time: 5:43:55 || Estimated Time: 0:13:12
2023-04-14 05:20:47,572 semantic_segmentation INFO: Iters: 38530/40000 || Lr: 0.001118 || Task Loss: 0.2108 || KD Loss: 0.0000|| Cost Time: 5:43:59 || Estimated Time: 0:13:07
2023-04-14 05:20:52,270 semantic_segmentation INFO: Iters: 38540/40000 || Lr: 0.001112 || Task Loss: 0.1743 || KD Loss: 0.0000|| Cost Time: 5:44:04 || Estimated Time: 0:13:02
2023-04-14 05:20:56,999 semantic_segmentation INFO: Iters: 38550/40000 || Lr: 0.001106 || Task Loss: 0.1786 || KD Loss: 0.0000|| Cost Time: 5:44:09 || Estimated Time: 0:12:56
2023-04-14 05:21:01,727 semantic_segmentation INFO: Iters: 38560/40000 || Lr: 0.001100 || Task Loss: 0.2531 || KD Loss: 0.0000|| Cost Time: 5:44:14 || Estimated Time: 0:12:51
2023-04-14 05:21:06,437 semantic_segmentation INFO: Iters: 38570/40000 || Lr: 0.001093 || Task Loss: 0.2797 || KD Loss: 0.0000|| Cost Time: 5:44:18 || Estimated Time: 0:12:45
2023-04-14 05:21:11,179 semantic_segmentation INFO: Iters: 38580/40000 || Lr: 0.001087 || Task Loss: 0.2362 || KD Loss: 0.0000|| Cost Time: 5:44:23 || Estimated Time: 0:12:40
2023-04-14 05:21:15,948 semantic_segmentation INFO: Iters: 38590/40000 || Lr: 0.001081 || Task Loss: 0.2358 || KD Loss: 0.0000|| Cost Time: 5:44:28 || Estimated Time: 0:12:35
2023-04-14 05:21:20,685 semantic_segmentation INFO: Iters: 38600/40000 || Lr: 0.001075 || Task Loss: 0.2162 || KD Loss: 0.0000|| Cost Time: 5:44:32 || Estimated Time: 0:12:29
2023-04-14 05:21:25,447 semantic_segmentation INFO: Iters: 38610/40000 || Lr: 0.001068 || Task Loss: 0.2403 || KD Loss: 0.0000|| Cost Time: 5:44:37 || Estimated Time: 0:12:24
2023-04-14 05:21:30,207 semantic_segmentation INFO: Iters: 38620/40000 || Lr: 0.001062 || Task Loss: 0.1546 || KD Loss: 0.0000|| Cost Time: 5:44:42 || Estimated Time: 0:12:19
2023-04-14 05:21:34,924 semantic_segmentation INFO: Iters: 38630/40000 || Lr: 0.001056 || Task Loss: 0.1485 || KD Loss: 0.0000|| Cost Time: 5:44:47 || Estimated Time: 0:12:13
2023-04-14 05:21:39,643 semantic_segmentation INFO: Iters: 38640/40000 || Lr: 0.001049 || Task Loss: 0.1957 || KD Loss: 0.0000|| Cost Time: 5:44:51 || Estimated Time: 0:12:08
2023-04-14 05:21:44,348 semantic_segmentation INFO: Iters: 38650/40000 || Lr: 0.001043 || Task Loss: 0.1712 || KD Loss: 0.0000|| Cost Time: 5:44:56 || Estimated Time: 0:12:02
2023-04-14 05:21:49,049 semantic_segmentation INFO: Iters: 38660/40000 || Lr: 0.001037 || Task Loss: 0.1702 || KD Loss: 0.0000|| Cost Time: 5:45:01 || Estimated Time: 0:11:57
2023-04-14 05:21:53,831 semantic_segmentation INFO: Iters: 38670/40000 || Lr: 0.001031 || Task Loss: 0.1819 || KD Loss: 0.0000|| Cost Time: 5:45:06 || Estimated Time: 0:11:52
2023-04-14 05:21:58,544 semantic_segmentation INFO: Iters: 38680/40000 || Lr: 0.001024 || Task Loss: 0.2530 || KD Loss: 0.0000|| Cost Time: 5:45:10 || Estimated Time: 0:11:46
2023-04-14 05:22:03,280 semantic_segmentation INFO: Iters: 38690/40000 || Lr: 0.001018 || Task Loss: 0.1705 || KD Loss: 0.0000|| Cost Time: 5:45:15 || Estimated Time: 0:11:41
2023-04-14 05:22:08,055 semantic_segmentation INFO: Iters: 38700/40000 || Lr: 0.001012 || Task Loss: 0.2679 || KD Loss: 0.0000|| Cost Time: 5:45:20 || Estimated Time: 0:11:36
2023-04-14 05:22:12,823 semantic_segmentation INFO: Iters: 38710/40000 || Lr: 0.001005 || Task Loss: 0.1991 || KD Loss: 0.0000|| Cost Time: 5:45:25 || Estimated Time: 0:11:30
2023-04-14 05:22:17,554 semantic_segmentation INFO: Iters: 38720/40000 || Lr: 0.000999 || Task Loss: 0.1607 || KD Loss: 0.0000|| Cost Time: 5:45:29 || Estimated Time: 0:11:25
2023-04-14 05:22:22,301 semantic_segmentation INFO: Iters: 38730/40000 || Lr: 0.000993 || Task Loss: 0.2090 || KD Loss: 0.0000|| Cost Time: 5:45:34 || Estimated Time: 0:11:19
2023-04-14 05:22:27,096 semantic_segmentation INFO: Iters: 38740/40000 || Lr: 0.000986 || Task Loss: 0.1298 || KD Loss: 0.0000|| Cost Time: 5:45:39 || Estimated Time: 0:11:14
2023-04-14 05:22:31,837 semantic_segmentation INFO: Iters: 38750/40000 || Lr: 0.000980 || Task Loss: 0.2042 || KD Loss: 0.0000|| Cost Time: 5:45:44 || Estimated Time: 0:11:09
2023-04-14 05:22:36,583 semantic_segmentation INFO: Iters: 38760/40000 || Lr: 0.000974 || Task Loss: 0.2479 || KD Loss: 0.0000|| Cost Time: 5:45:48 || Estimated Time: 0:11:03
2023-04-14 05:22:41,307 semantic_segmentation INFO: Iters: 38770/40000 || Lr: 0.000967 || Task Loss: 0.2364 || KD Loss: 0.0000|| Cost Time: 5:45:53 || Estimated Time: 0:10:58
2023-04-14 05:22:46,061 semantic_segmentation INFO: Iters: 38780/40000 || Lr: 0.000961 || Task Loss: 0.1694 || KD Loss: 0.0000|| Cost Time: 5:45:58 || Estimated Time: 0:10:53
2023-04-14 05:22:50,835 semantic_segmentation INFO: Iters: 38790/40000 || Lr: 0.000955 || Task Loss: 0.1840 || KD Loss: 0.0000|| Cost Time: 5:46:03 || Estimated Time: 0:10:47
2023-04-14 05:22:55,539 semantic_segmentation INFO: Iters: 38800/40000 || Lr: 0.000948 || Task Loss: 0.1929 || KD Loss: 0.0000|| Cost Time: 5:46:07 || Estimated Time: 0:10:42
2023-04-14 05:22:55,854 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:22:58,539 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.421
2023-04-14 05:22:58,670 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.515
2023-04-14 05:22:58,817 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.528
2023-04-14 05:22:58,913 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.549
2023-04-14 05:22:58,994 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.541
2023-04-14 05:22:59,076 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.545
2023-04-14 05:22:59,154 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.545
2023-04-14 05:22:59,229 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.592
2023-04-14 05:22:59,302 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.642
2023-04-14 05:22:59,374 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.698
2023-04-14 05:22:59,451 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.705
2023-04-14 05:22:59,518 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.727
2023-04-14 05:22:59,590 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.734
2023-04-14 05:22:59,659 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.718
2023-04-14 05:22:59,732 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.700
2023-04-14 05:22:59,804 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.692
2023-04-14 05:22:59,876 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.693
2023-04-14 05:22:59,946 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.694
2023-04-14 05:23:00,020 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.702
2023-04-14 05:23:00,097 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.707
2023-04-14 05:23:00,176 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.709
2023-04-14 05:23:00,250 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.734
2023-04-14 05:23:00,326 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.732
2023-04-14 05:23:00,401 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.739
2023-04-14 05:23:00,476 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.754
2023-04-14 05:23:00,546 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.756
2023-04-14 05:23:00,619 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.747
2023-04-14 05:23:00,689 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.744
2023-04-14 05:23:00,760 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-14 05:23:00,835 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.756
2023-04-14 05:23:00,917 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.754
2023-04-14 05:23:00,993 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.751
2023-04-14 05:23:01,074 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.752
2023-04-14 05:23:01,154 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.750
2023-04-14 05:23:01,232 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.753
2023-04-14 05:23:01,309 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.752
2023-04-14 05:23:01,386 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.749
2023-04-14 05:23:01,461 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-14 05:23:01,534 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.747
2023-04-14 05:23:01,607 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.748
2023-04-14 05:23:01,683 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.745
2023-04-14 05:23:01,756 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.744
2023-04-14 05:23:01,832 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.745
2023-04-14 05:23:01,904 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-14 05:23:01,977 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.745
2023-04-14 05:23:02,048 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.745
2023-04-14 05:23:02,121 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.746
2023-04-14 05:23:02,192 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.744
2023-04-14 05:23:02,264 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.747
2023-04-14 05:23:02,335 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.749
2023-04-14 05:23:02,412 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.749
2023-04-14 05:23:02,491 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.754
2023-04-14 05:23:02,570 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-14 05:23:02,646 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.758
2023-04-14 05:23:02,725 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:23:02,803 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-14 05:23:02,878 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-14 05:23:02,952 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-14 05:23:03,023 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-14 05:23:03,100 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-14 05:23:03,176 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.769
2023-04-14 05:23:03,252 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-14 05:23:03,329 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.769
2023-04-14 05:23:03,408 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.770
2023-04-14 05:23:03,482 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-14 05:23:03,553 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.772
2023-04-14 05:23:03,626 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.771
2023-04-14 05:23:03,699 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.773
2023-04-14 05:23:03,770 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.771
2023-04-14 05:23:03,840 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.770
2023-04-14 05:23:03,914 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.770
2023-04-14 05:23:03,990 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-14 05:23:04,066 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-14 05:23:04,141 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-14 05:23:04,216 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-14 05:23:04,294 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-14 05:23:04,364 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-14 05:23:04,443 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-14 05:23:04,516 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-14 05:23:04,587 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.765
2023-04-14 05:23:04,666 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.766
2023-04-14 05:23:04,739 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-14 05:23:04,813 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.765
2023-04-14 05:23:04,885 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-14 05:23:04,961 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.758
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2023-04-14 05:23:05,180 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:23:05,252 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:23:05,330 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:23:05,402 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-14 05:23:05,469 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.768
2023-04-14 05:23:05,540 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.767
2023-04-14 05:23:05,613 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.768
2023-04-14 05:23:05,691 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-14 05:23:05,766 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-14 05:23:05,844 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-14 05:23:05,936 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.768
2023-04-14 05:23:06,009 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.769
2023-04-14 05:23:06,082 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.770
2023-04-14 05:23:06,156 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.769
2023-04-14 05:23:06,227 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.767
2023-04-14 05:23:06,300 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.766
2023-04-14 05:23:06,375 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.948, mIoU: 0.766
2023-04-14 05:23:06,453 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-14 05:23:06,535 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-14 05:23:06,611 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-14 05:23:06,685 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-14 05:23:06,762 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-14 05:23:06,834 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.767
2023-04-14 05:23:06,906 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-14 05:23:06,976 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-14 05:23:07,049 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-14 05:23:07,117 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-14 05:23:07,192 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.764
2023-04-14 05:23:07,270 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.764
2023-04-14 05:23:07,345 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.764
2023-04-14 05:23:07,421 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.764
2023-04-14 05:23:07,496 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-14 05:23:07,574 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-14 05:23:07,645 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-14 05:23:07,716 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.765
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2023-04-14 05:23:07,934 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.765
2023-04-14 05:23:08,007 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.767
2023-04-14 05:23:08,086 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.769
2023-04-14 05:23:08,162 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.769
2023-04-14 05:23:08,238 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.768
2023-04-14 05:23:08,316 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.768
2023-04-14 05:23:08,395 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.949, mIoU: 0.768
2023-04-14 05:23:08,468 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.767
2023-04-14 05:23:08,542 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.767
2023-04-14 05:23:08,615 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.766
2023-04-14 05:23:08,686 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.767
2023-04-14 05:23:08,758 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.767
2023-04-14 05:23:08,831 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.766
2023-04-14 05:23:08,911 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-14 05:23:08,993 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.950, mIoU: 0.767
2023-04-14 05:23:09,070 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.768
2023-04-14 05:23:09,145 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.950, mIoU: 0.768
2023-04-14 05:23:09,217 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.950, mIoU: 0.767
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2023-04-14 05:23:09,360 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.950, mIoU: 0.767
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2023-04-14 05:23:09,499 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.950, mIoU: 0.767
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2023-04-14 05:23:09,645 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.950, mIoU: 0.766
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2023-04-14 05:23:09,789 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.950, mIoU: 0.765
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2023-04-14 05:23:10,023 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.950, mIoU: 0.767
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2023-04-14 05:23:13,562 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:23:13,636 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:23:13,710 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:23:13,783 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:23:13,854 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-14 05:23:13,926 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-14 05:23:13,996 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-14 05:23:14,067 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-14 05:23:14,144 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,216 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,288 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,367 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,448 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,529 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,604 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,678 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,755 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,825 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.952, mIoU: 0.762
2023-04-14 05:23:14,896 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-14 05:23:14,968 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.952, mIoU: 0.763
2023-04-14 05:23:15,040 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.953, mIoU: 0.763
2023-04-14 05:23:15,111 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:23:15,186 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:23:15,258 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:23:15,327 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:23:15,397 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:23:15,467 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:23:15,537 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:23:15,606 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:23:15,674 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:23:15,742 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:23:15,809 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:23:15,874 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:23:15,944 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:23:16,010 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:23:16,076 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:23:16,142 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:23:16,208 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:23:16,280 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:23:16,352 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:23:16,423 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:23:16,497 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:23:16,566 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:23:16,633 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:23:16,701 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:23:16,769 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:23:16,835 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:23:16,900 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:23:16,963 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.952, mIoU: 0.756
2023-04-14 05:23:17,031 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:23:17,102 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:23:17,819 semantic_segmentation INFO: Overall validation pixAcc: 95.663, mIoU: 76.124
2023-04-14 05:23:23,018 semantic_segmentation INFO: Iters: 38810/40000 || Lr: 0.000942 || Task Loss: 0.2077 || KD Loss: 0.0000|| Cost Time: 5:46:35 || Estimated Time: 0:10:37
2023-04-14 05:23:27,755 semantic_segmentation INFO: Iters: 38820/40000 || Lr: 0.000936 || Task Loss: 0.2149 || KD Loss: 0.0000|| Cost Time: 5:46:40 || Estimated Time: 0:10:32
2023-04-14 05:23:32,474 semantic_segmentation INFO: Iters: 38830/40000 || Lr: 0.000929 || Task Loss: 0.1995 || KD Loss: 0.0000|| Cost Time: 5:46:44 || Estimated Time: 0:10:26
2023-04-14 05:23:37,195 semantic_segmentation INFO: Iters: 38840/40000 || Lr: 0.000923 || Task Loss: 0.1956 || KD Loss: 0.0000|| Cost Time: 5:46:49 || Estimated Time: 0:10:21
2023-04-14 05:23:41,961 semantic_segmentation INFO: Iters: 38850/40000 || Lr: 0.000917 || Task Loss: 0.2017 || KD Loss: 0.0000|| Cost Time: 5:46:54 || Estimated Time: 0:10:16
2023-04-14 05:23:46,678 semantic_segmentation INFO: Iters: 38860/40000 || Lr: 0.000910 || Task Loss: 0.2492 || KD Loss: 0.0000|| Cost Time: 5:46:58 || Estimated Time: 0:10:10
2023-04-14 05:23:51,394 semantic_segmentation INFO: Iters: 38870/40000 || Lr: 0.000904 || Task Loss: 0.1727 || KD Loss: 0.0000|| Cost Time: 5:47:03 || Estimated Time: 0:10:05
2023-04-14 05:23:56,147 semantic_segmentation INFO: Iters: 38880/40000 || Lr: 0.000897 || Task Loss: 0.1794 || KD Loss: 0.0000|| Cost Time: 5:47:08 || Estimated Time: 0:09:59
2023-04-14 05:24:00,867 semantic_segmentation INFO: Iters: 38890/40000 || Lr: 0.000891 || Task Loss: 0.1801 || KD Loss: 0.0000|| Cost Time: 5:47:13 || Estimated Time: 0:09:54
2023-04-14 05:24:05,548 semantic_segmentation INFO: Iters: 38900/40000 || Lr: 0.000885 || Task Loss: 0.1757 || KD Loss: 0.0000|| Cost Time: 5:47:17 || Estimated Time: 0:09:49
2023-04-14 05:24:10,305 semantic_segmentation INFO: Iters: 38910/40000 || Lr: 0.000878 || Task Loss: 0.2044 || KD Loss: 0.0000|| Cost Time: 5:47:22 || Estimated Time: 0:09:43
2023-04-14 05:24:15,045 semantic_segmentation INFO: Iters: 38920/40000 || Lr: 0.000872 || Task Loss: 0.2153 || KD Loss: 0.0000|| Cost Time: 5:47:27 || Estimated Time: 0:09:38
2023-04-14 05:24:19,802 semantic_segmentation INFO: Iters: 38930/40000 || Lr: 0.000865 || Task Loss: 0.1820 || KD Loss: 0.0000|| Cost Time: 5:47:32 || Estimated Time: 0:09:33
2023-04-14 05:24:24,568 semantic_segmentation INFO: Iters: 38940/40000 || Lr: 0.000859 || Task Loss: 0.2610 || KD Loss: 0.0000|| Cost Time: 5:47:36 || Estimated Time: 0:09:27
2023-04-14 05:24:29,272 semantic_segmentation INFO: Iters: 38950/40000 || Lr: 0.000852 || Task Loss: 0.1663 || KD Loss: 0.0000|| Cost Time: 5:47:41 || Estimated Time: 0:09:22
2023-04-14 05:24:33,965 semantic_segmentation INFO: Iters: 38960/40000 || Lr: 0.000846 || Task Loss: 0.1898 || KD Loss: 0.0000|| Cost Time: 5:47:46 || Estimated Time: 0:09:16
2023-04-14 05:24:38,671 semantic_segmentation INFO: Iters: 38970/40000 || Lr: 0.000839 || Task Loss: 0.1657 || KD Loss: 0.0000|| Cost Time: 5:47:50 || Estimated Time: 0:09:11
2023-04-14 05:24:43,402 semantic_segmentation INFO: Iters: 38980/40000 || Lr: 0.000833 || Task Loss: 0.2134 || KD Loss: 0.0000|| Cost Time: 5:47:55 || Estimated Time: 0:09:06
2023-04-14 05:24:48,174 semantic_segmentation INFO: Iters: 38990/40000 || Lr: 0.000827 || Task Loss: 0.1750 || KD Loss: 0.0000|| Cost Time: 5:48:00 || Estimated Time: 0:09:00
2023-04-14 05:24:52,895 semantic_segmentation INFO: Iters: 39000/40000 || Lr: 0.000820 || Task Loss: 0.1926 || KD Loss: 0.0000|| Cost Time: 5:48:05 || Estimated Time: 0:08:55
2023-04-14 05:24:57,676 semantic_segmentation INFO: Iters: 39010/40000 || Lr: 0.000814 || Task Loss: 0.2088 || KD Loss: 0.0000|| Cost Time: 5:48:09 || Estimated Time: 0:08:50
2023-04-14 05:25:02,387 semantic_segmentation INFO: Iters: 39020/40000 || Lr: 0.000807 || Task Loss: 0.2067 || KD Loss: 0.0000|| Cost Time: 5:48:14 || Estimated Time: 0:08:44
2023-04-14 05:25:07,146 semantic_segmentation INFO: Iters: 39030/40000 || Lr: 0.000801 || Task Loss: 0.2015 || KD Loss: 0.0000|| Cost Time: 5:48:19 || Estimated Time: 0:08:39
2023-04-14 05:25:11,844 semantic_segmentation INFO: Iters: 39040/40000 || Lr: 0.000794 || Task Loss: 0.2114 || KD Loss: 0.0000|| Cost Time: 5:48:24 || Estimated Time: 0:08:34
2023-04-14 05:25:16,591 semantic_segmentation INFO: Iters: 39050/40000 || Lr: 0.000788 || Task Loss: 0.1641 || KD Loss: 0.0000|| Cost Time: 5:48:28 || Estimated Time: 0:08:28
2023-04-14 05:25:21,373 semantic_segmentation INFO: Iters: 39060/40000 || Lr: 0.000781 || Task Loss: 0.2387 || KD Loss: 0.0000|| Cost Time: 5:48:33 || Estimated Time: 0:08:23
2023-04-14 05:25:26,163 semantic_segmentation INFO: Iters: 39070/40000 || Lr: 0.000775 || Task Loss: 0.1611 || KD Loss: 0.0000|| Cost Time: 5:48:38 || Estimated Time: 0:08:17
2023-04-14 05:25:30,882 semantic_segmentation INFO: Iters: 39080/40000 || Lr: 0.000768 || Task Loss: 0.1498 || KD Loss: 0.0000|| Cost Time: 5:48:43 || Estimated Time: 0:08:12
2023-04-14 05:25:35,597 semantic_segmentation INFO: Iters: 39090/40000 || Lr: 0.000762 || Task Loss: 0.2440 || KD Loss: 0.0000|| Cost Time: 5:48:47 || Estimated Time: 0:08:07
2023-04-14 05:25:40,290 semantic_segmentation INFO: Iters: 39100/40000 || Lr: 0.000755 || Task Loss: 0.1496 || KD Loss: 0.0000|| Cost Time: 5:48:52 || Estimated Time: 0:08:01
2023-04-14 05:25:45,079 semantic_segmentation INFO: Iters: 39110/40000 || Lr: 0.000748 || Task Loss: 0.2095 || KD Loss: 0.0000|| Cost Time: 5:48:57 || Estimated Time: 0:07:56
2023-04-14 05:25:49,845 semantic_segmentation INFO: Iters: 39120/40000 || Lr: 0.000742 || Task Loss: 0.3358 || KD Loss: 0.0000|| Cost Time: 5:49:02 || Estimated Time: 0:07:51
2023-04-14 05:25:54,573 semantic_segmentation INFO: Iters: 39130/40000 || Lr: 0.000735 || Task Loss: 0.2291 || KD Loss: 0.0000|| Cost Time: 5:49:06 || Estimated Time: 0:07:45
2023-04-14 05:25:59,314 semantic_segmentation INFO: Iters: 39140/40000 || Lr: 0.000729 || Task Loss: 0.2390 || KD Loss: 0.0000|| Cost Time: 5:49:11 || Estimated Time: 0:07:40
2023-04-14 05:26:04,035 semantic_segmentation INFO: Iters: 39150/40000 || Lr: 0.000722 || Task Loss: 0.2145 || KD Loss: 0.0000|| Cost Time: 5:49:16 || Estimated Time: 0:07:34
2023-04-14 05:26:08,802 semantic_segmentation INFO: Iters: 39160/40000 || Lr: 0.000716 || Task Loss: 0.1391 || KD Loss: 0.0000|| Cost Time: 5:49:21 || Estimated Time: 0:07:29
2023-04-14 05:26:13,568 semantic_segmentation INFO: Iters: 39170/40000 || Lr: 0.000709 || Task Loss: 0.1711 || KD Loss: 0.0000|| Cost Time: 5:49:25 || Estimated Time: 0:07:24
2023-04-14 05:26:18,286 semantic_segmentation INFO: Iters: 39180/40000 || Lr: 0.000702 || Task Loss: 0.1909 || KD Loss: 0.0000|| Cost Time: 5:49:30 || Estimated Time: 0:07:18
2023-04-14 05:26:23,069 semantic_segmentation INFO: Iters: 39190/40000 || Lr: 0.000696 || Task Loss: 0.1509 || KD Loss: 0.0000|| Cost Time: 5:49:35 || Estimated Time: 0:07:13
2023-04-14 05:26:27,777 semantic_segmentation INFO: Iters: 39200/40000 || Lr: 0.000689 || Task Loss: 0.1850 || KD Loss: 0.0000|| Cost Time: 5:49:40 || Estimated Time: 0:07:08
2023-04-14 05:26:28,106 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:26:30,376 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.420
2023-04-14 05:26:30,580 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.520
2023-04-14 05:26:30,793 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.526
2023-04-14 05:26:31,009 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.546
2023-04-14 05:26:31,097 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.538
2023-04-14 05:26:31,184 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.542
2023-04-14 05:26:31,267 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.550
2023-04-14 05:26:31,346 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.597
2023-04-14 05:26:31,445 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.644
2023-04-14 05:26:31,526 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.700
2023-04-14 05:26:31,598 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.705
2023-04-14 05:26:31,676 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.730
2023-04-14 05:26:31,752 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.738
2023-04-14 05:26:31,840 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.727
2023-04-14 05:26:31,918 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.715
2023-04-14 05:26:31,998 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.706
2023-04-14 05:26:32,070 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.708
2023-04-14 05:26:32,144 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.708
2023-04-14 05:26:32,221 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.715
2023-04-14 05:26:32,293 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.721
2023-04-14 05:26:32,364 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.722
2023-04-14 05:26:32,435 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.738
2023-04-14 05:26:32,508 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.958, mIoU: 0.736
2023-04-14 05:26:32,582 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.742
2023-04-14 05:26:32,652 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.756
2023-04-14 05:26:32,724 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.758
2023-04-14 05:26:32,800 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.748
2023-04-14 05:26:32,879 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-14 05:26:32,951 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.954, mIoU: 0.744
2023-04-14 05:26:33,023 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-14 05:26:33,098 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.954, mIoU: 0.754
2023-04-14 05:26:33,174 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.751
2023-04-14 05:26:33,252 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.752
2023-04-14 05:26:33,326 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.750
2023-04-14 05:26:33,399 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.752
2023-04-14 05:26:33,470 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.752
2023-04-14 05:26:33,540 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.748
2023-04-14 05:26:33,618 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.748
2023-04-14 05:26:33,687 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.744
2023-04-14 05:26:33,758 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.745
2023-04-14 05:26:33,836 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-14 05:26:33,918 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-14 05:26:34,000 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-14 05:26:34,082 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.745
2023-04-14 05:26:34,157 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.744
2023-04-14 05:26:34,234 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.744
2023-04-14 05:26:34,308 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.744
2023-04-14 05:26:34,381 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.743
2023-04-14 05:26:34,459 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.745
2023-04-14 05:26:34,535 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.748
2023-04-14 05:26:34,611 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.748
2023-04-14 05:26:34,686 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.752
2023-04-14 05:26:34,757 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.753
2023-04-14 05:26:34,831 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.756
2023-04-14 05:26:34,904 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.755
2023-04-14 05:26:34,976 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-14 05:26:35,044 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-14 05:26:35,117 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-14 05:26:35,194 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-14 05:26:35,267 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.763
2023-04-14 05:26:35,344 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-14 05:26:35,425 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.767
2023-04-14 05:26:35,501 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-14 05:26:35,574 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.766
2023-04-14 05:26:35,647 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.769
2023-04-14 05:26:35,719 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.769
2023-04-14 05:26:35,790 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.768
2023-04-14 05:26:35,866 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.770
2023-04-14 05:26:35,937 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.768
2023-04-14 05:26:36,007 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-14 05:26:36,082 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.767
2023-04-14 05:26:36,164 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.764
2023-04-14 05:26:36,242 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-14 05:26:36,320 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-14 05:26:36,396 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:26:36,473 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:26:36,543 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:26:36,613 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-14 05:26:36,684 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-14 05:26:36,754 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:26:36,825 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.764
2023-04-14 05:26:36,897 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.763
2023-04-14 05:26:36,973 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:26:37,056 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-14 05:26:37,130 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:26:37,204 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:26:37,281 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:26:37,356 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:26:37,429 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:26:37,507 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:26:37,580 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:26:37,651 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-14 05:26:37,729 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-14 05:26:37,810 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:26:37,887 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:26:37,963 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:26:38,044 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-14 05:26:38,120 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:26:38,200 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-14 05:26:38,277 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.765
2023-04-14 05:26:38,351 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.764
2023-04-14 05:26:38,426 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:26:38,501 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:38,581 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:38,652 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:38,726 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:38,798 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:38,870 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:26:38,946 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:26:39,028 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:26:39,108 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:39,184 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:39,261 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:39,336 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:39,415 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:39,489 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.759
2023-04-14 05:26:39,561 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:39,637 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:39,717 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:39,792 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:39,867 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:39,941 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:40,014 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:40,094 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:40,171 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:40,242 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-14 05:26:40,311 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.948, mIoU: 0.763
2023-04-14 05:26:40,387 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.763
2023-04-14 05:26:40,464 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-14 05:26:40,542 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.762
2023-04-14 05:26:40,616 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:26:40,690 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:26:40,762 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:40,836 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:40,907 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:40,980 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:41,055 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:26:41,126 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:41,197 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:41,281 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:26:41,357 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:26:41,429 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:26:41,504 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:41,579 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:41,652 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:26:41,726 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:26:41,799 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:26:41,870 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:41,943 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:26:42,014 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.949, mIoU: 0.760
2023-04-14 05:26:42,088 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:26:42,162 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:26:42,236 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:26:42,311 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:26:42,387 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:26:42,464 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:26:42,540 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-14 05:26:42,619 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:26:42,693 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:26:42,766 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:26:42,840 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:26:42,914 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.949, mIoU: 0.759
2023-04-14 05:26:42,992 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:26:43,069 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:26:43,146 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:26:43,222 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.949, mIoU: 0.758
2023-04-14 05:26:43,294 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:26:43,368 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:26:43,441 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:26:43,511 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:26:43,585 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:26:43,661 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:26:43,742 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:26:43,823 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:26:43,897 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.950, mIoU: 0.758
2023-04-14 05:26:43,971 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:26:44,044 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:26:44,120 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:26:44,191 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:26:44,270 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:26:44,340 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:26:44,411 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:26:44,483 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.950, mIoU: 0.757
2023-04-14 05:26:44,560 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:26:44,640 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:26:44,717 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:26:44,792 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:26:44,871 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:26:44,941 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:26:45,013 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:26:45,085 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:26:45,157 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:26:45,227 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:26:45,299 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:26:45,374 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:26:45,450 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:26:45,525 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:26:45,606 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:26:45,683 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:26:45,759 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:26:45,833 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:26:45,905 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:26:45,974 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:26:46,048 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:26:46,122 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:26:46,202 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:26:46,283 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:26:46,363 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:26:46,439 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:26:46,514 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:26:46,588 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:26:46,663 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:26:46,737 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:26:46,811 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:26:46,887 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:26:46,962 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:26:47,038 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:26:47,112 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:26:47,185 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:26:47,252 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:26:47,320 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.952, mIoU: 0.756
2023-04-14 05:26:47,386 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:26:47,452 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:26:47,518 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:26:47,584 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:26:47,650 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:26:47,717 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:26:47,782 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:26:47,846 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:47,908 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:47,971 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-14 05:26:48,032 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,095 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,164 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,237 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.952, mIoU: 0.752
2023-04-14 05:26:48,311 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,380 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,453 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,522 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,592 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,661 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,731 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,797 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.952, mIoU: 0.753
2023-04-14 05:26:48,865 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:26:48,933 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-14 05:26:49,000 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:26:49,065 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.952, mIoU: 0.754
2023-04-14 05:26:49,129 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.952, mIoU: 0.755
2023-04-14 05:26:49,197 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-14 05:26:49,267 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:26:50,258 semantic_segmentation INFO: Overall validation pixAcc: 95.691, mIoU: 75.861
2023-04-14 05:26:55,295 semantic_segmentation INFO: Iters: 39210/40000 || Lr: 0.000683 || Task Loss: 0.2332 || KD Loss: 0.0000|| Cost Time: 5:50:07 || Estimated Time: 0:07:03
2023-04-14 05:27:00,062 semantic_segmentation INFO: Iters: 39220/40000 || Lr: 0.000676 || Task Loss: 0.1964 || KD Loss: 0.0000|| Cost Time: 5:50:12 || Estimated Time: 0:06:57
2023-04-14 05:27:04,761 semantic_segmentation INFO: Iters: 39230/40000 || Lr: 0.000669 || Task Loss: 0.1770 || KD Loss: 0.0000|| Cost Time: 5:50:17 || Estimated Time: 0:06:52
2023-04-14 05:27:09,506 semantic_segmentation INFO: Iters: 39240/40000 || Lr: 0.000663 || Task Loss: 0.1726 || KD Loss: 0.0000|| Cost Time: 5:50:21 || Estimated Time: 0:06:47
2023-04-14 05:27:14,277 semantic_segmentation INFO: Iters: 39250/40000 || Lr: 0.000656 || Task Loss: 0.1478 || KD Loss: 0.0000|| Cost Time: 5:50:26 || Estimated Time: 0:06:41
2023-04-14 05:27:19,120 semantic_segmentation INFO: Iters: 39260/40000 || Lr: 0.000649 || Task Loss: 0.2122 || KD Loss: 0.0000|| Cost Time: 5:50:31 || Estimated Time: 0:06:36
2023-04-14 05:27:23,895 semantic_segmentation INFO: Iters: 39270/40000 || Lr: 0.000643 || Task Loss: 0.1876 || KD Loss: 0.0000|| Cost Time: 5:50:36 || Estimated Time: 0:06:31
2023-04-14 05:27:28,683 semantic_segmentation INFO: Iters: 39280/40000 || Lr: 0.000636 || Task Loss: 0.1635 || KD Loss: 0.0000|| Cost Time: 5:50:40 || Estimated Time: 0:06:25
2023-04-14 05:27:33,530 semantic_segmentation INFO: Iters: 39290/40000 || Lr: 0.000629 || Task Loss: 0.2106 || KD Loss: 0.0000|| Cost Time: 5:50:45 || Estimated Time: 0:06:20
2023-04-14 05:27:38,328 semantic_segmentation INFO: Iters: 39300/40000 || Lr: 0.000623 || Task Loss: 0.2044 || KD Loss: 0.0000|| Cost Time: 5:50:50 || Estimated Time: 0:06:14
2023-04-14 05:27:43,104 semantic_segmentation INFO: Iters: 39310/40000 || Lr: 0.000616 || Task Loss: 0.1395 || KD Loss: 0.0000|| Cost Time: 5:50:55 || Estimated Time: 0:06:09
2023-04-14 05:27:47,875 semantic_segmentation INFO: Iters: 39320/40000 || Lr: 0.000609 || Task Loss: 0.1355 || KD Loss: 0.0000|| Cost Time: 5:51:00 || Estimated Time: 0:06:04
2023-04-14 05:27:52,730 semantic_segmentation INFO: Iters: 39330/40000 || Lr: 0.000602 || Task Loss: 0.1430 || KD Loss: 0.0000|| Cost Time: 5:51:05 || Estimated Time: 0:05:58
2023-04-14 05:27:57,495 semantic_segmentation INFO: Iters: 39340/40000 || Lr: 0.000596 || Task Loss: 0.1975 || KD Loss: 0.0000|| Cost Time: 5:51:09 || Estimated Time: 0:05:53
2023-04-14 05:28:02,273 semantic_segmentation INFO: Iters: 39350/40000 || Lr: 0.000589 || Task Loss: 0.2648 || KD Loss: 0.0000|| Cost Time: 5:51:14 || Estimated Time: 0:05:48
2023-04-14 05:28:07,058 semantic_segmentation INFO: Iters: 39360/40000 || Lr: 0.000582 || Task Loss: 0.1681 || KD Loss: 0.0000|| Cost Time: 5:51:19 || Estimated Time: 0:05:42
2023-04-14 05:28:11,824 semantic_segmentation INFO: Iters: 39370/40000 || Lr: 0.000575 || Task Loss: 0.1833 || KD Loss: 0.0000|| Cost Time: 5:51:24 || Estimated Time: 0:05:37
2023-04-14 05:28:16,671 semantic_segmentation INFO: Iters: 39380/40000 || Lr: 0.000569 || Task Loss: 0.2067 || KD Loss: 0.0000|| Cost Time: 5:51:28 || Estimated Time: 0:05:32
2023-04-14 05:28:21,461 semantic_segmentation INFO: Iters: 39390/40000 || Lr: 0.000562 || Task Loss: 0.2609 || KD Loss: 0.0000|| Cost Time: 5:51:33 || Estimated Time: 0:05:26
2023-04-14 05:28:26,284 semantic_segmentation INFO: Iters: 39400/40000 || Lr: 0.000555 || Task Loss: 0.1724 || KD Loss: 0.0000|| Cost Time: 5:51:38 || Estimated Time: 0:05:21
2023-04-14 05:28:31,077 semantic_segmentation INFO: Iters: 39410/40000 || Lr: 0.000548 || Task Loss: 0.1514 || KD Loss: 0.0000|| Cost Time: 5:51:43 || Estimated Time: 0:05:15
2023-04-14 05:28:35,918 semantic_segmentation INFO: Iters: 39420/40000 || Lr: 0.000541 || Task Loss: 0.2308 || KD Loss: 0.0000|| Cost Time: 5:51:48 || Estimated Time: 0:05:10
2023-04-14 05:28:40,742 semantic_segmentation INFO: Iters: 39430/40000 || Lr: 0.000534 || Task Loss: 0.2065 || KD Loss: 0.0000|| Cost Time: 5:51:53 || Estimated Time: 0:05:05
2023-04-14 05:28:45,578 semantic_segmentation INFO: Iters: 39440/40000 || Lr: 0.000528 || Task Loss: 0.2051 || KD Loss: 0.0000|| Cost Time: 5:51:57 || Estimated Time: 0:04:59
2023-04-14 05:28:50,321 semantic_segmentation INFO: Iters: 39450/40000 || Lr: 0.000521 || Task Loss: 0.2263 || KD Loss: 0.0000|| Cost Time: 5:52:02 || Estimated Time: 0:04:54
2023-04-14 05:28:55,117 semantic_segmentation INFO: Iters: 39460/40000 || Lr: 0.000514 || Task Loss: 0.2228 || KD Loss: 0.0000|| Cost Time: 5:52:07 || Estimated Time: 0:04:49
2023-04-14 05:28:59,895 semantic_segmentation INFO: Iters: 39470/40000 || Lr: 0.000507 || Task Loss: 0.1674 || KD Loss: 0.0000|| Cost Time: 5:52:12 || Estimated Time: 0:04:43
2023-04-14 05:29:04,667 semantic_segmentation INFO: Iters: 39480/40000 || Lr: 0.000500 || Task Loss: 0.2039 || KD Loss: 0.0000|| Cost Time: 5:52:16 || Estimated Time: 0:04:38
2023-04-14 05:29:09,457 semantic_segmentation INFO: Iters: 39490/40000 || Lr: 0.000493 || Task Loss: 0.2537 || KD Loss: 0.0000|| Cost Time: 5:52:21 || Estimated Time: 0:04:33
2023-04-14 05:29:14,246 semantic_segmentation INFO: Iters: 39500/40000 || Lr: 0.000486 || Task Loss: 0.2856 || KD Loss: 0.0000|| Cost Time: 5:52:26 || Estimated Time: 0:04:27
2023-04-14 05:29:19,000 semantic_segmentation INFO: Iters: 39510/40000 || Lr: 0.000479 || Task Loss: 0.2673 || KD Loss: 0.0000|| Cost Time: 5:52:31 || Estimated Time: 0:04:22
2023-04-14 05:29:23,786 semantic_segmentation INFO: Iters: 39520/40000 || Lr: 0.000472 || Task Loss: 0.1998 || KD Loss: 0.0000|| Cost Time: 5:52:36 || Estimated Time: 0:04:16
2023-04-14 05:29:28,629 semantic_segmentation INFO: Iters: 39530/40000 || Lr: 0.000465 || Task Loss: 0.1717 || KD Loss: 0.0000|| Cost Time: 5:52:40 || Estimated Time: 0:04:11
2023-04-14 05:29:33,446 semantic_segmentation INFO: Iters: 39540/40000 || Lr: 0.000458 || Task Loss: 0.2010 || KD Loss: 0.0000|| Cost Time: 5:52:45 || Estimated Time: 0:04:06
2023-04-14 05:29:38,259 semantic_segmentation INFO: Iters: 39550/40000 || Lr: 0.000451 || Task Loss: 0.1979 || KD Loss: 0.0000|| Cost Time: 5:52:50 || Estimated Time: 0:04:00
2023-04-14 05:29:43,069 semantic_segmentation INFO: Iters: 39560/40000 || Lr: 0.000444 || Task Loss: 0.2234 || KD Loss: 0.0000|| Cost Time: 5:52:55 || Estimated Time: 0:03:55
2023-04-14 05:29:47,830 semantic_segmentation INFO: Iters: 39570/40000 || Lr: 0.000437 || Task Loss: 0.2610 || KD Loss: 0.0000|| Cost Time: 5:53:00 || Estimated Time: 0:03:50
2023-04-14 05:29:52,598 semantic_segmentation INFO: Iters: 39580/40000 || Lr: 0.000430 || Task Loss: 0.1844 || KD Loss: 0.0000|| Cost Time: 5:53:04 || Estimated Time: 0:03:44
2023-04-14 05:29:57,405 semantic_segmentation INFO: Iters: 39590/40000 || Lr: 0.000423 || Task Loss: 0.1700 || KD Loss: 0.0000|| Cost Time: 5:53:09 || Estimated Time: 0:03:39
2023-04-14 05:30:02,219 semantic_segmentation INFO: Iters: 39600/40000 || Lr: 0.000416 || Task Loss: 0.1775 || KD Loss: 0.0000|| Cost Time: 5:53:14 || Estimated Time: 0:03:34
2023-04-14 05:30:02,563 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:30:04,766 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.420
2023-04-14 05:30:04,914 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.515
2023-04-14 05:30:05,543 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.524
2023-04-14 05:30:05,635 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.544
2023-04-14 05:30:05,728 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.536
2023-04-14 05:30:05,802 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.541
2023-04-14 05:30:05,874 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.546
2023-04-14 05:30:05,945 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.594
2023-04-14 05:30:06,020 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.643
2023-04-14 05:30:06,099 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.700
2023-04-14 05:30:06,169 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.706
2023-04-14 05:30:06,238 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.731
2023-04-14 05:30:06,310 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.737
2023-04-14 05:30:06,381 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.727
2023-04-14 05:30:06,449 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.711
2023-04-14 05:30:06,517 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.701
2023-04-14 05:30:06,586 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.703
2023-04-14 05:30:06,655 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.703
2023-04-14 05:30:06,726 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.712
2023-04-14 05:30:06,794 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.718
2023-04-14 05:30:06,865 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.719
2023-04-14 05:30:06,937 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.732
2023-04-14 05:30:07,005 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.733
2023-04-14 05:30:07,074 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.739
2023-04-14 05:30:07,143 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.752
2023-04-14 05:30:07,209 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.754
2023-04-14 05:30:07,282 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.744
2023-04-14 05:30:07,361 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.742
2023-04-14 05:30:07,434 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.741
2023-04-14 05:30:07,513 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-14 05:30:07,592 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.753
2023-04-14 05:30:07,671 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.751
2023-04-14 05:30:07,746 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.752
2023-04-14 05:30:07,825 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.750
2023-04-14 05:30:07,898 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.752
2023-04-14 05:30:07,972 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.752
2023-04-14 05:30:08,046 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.748
2023-04-14 05:30:08,124 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.748
2023-04-14 05:30:08,200 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.745
2023-04-14 05:30:08,279 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.746
2023-04-14 05:30:08,352 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.743
2023-04-14 05:30:08,427 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.742
2023-04-14 05:30:08,502 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.743
2023-04-14 05:30:08,573 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.744
2023-04-14 05:30:08,645 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.743
2023-04-14 05:30:08,716 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.743
2023-04-14 05:30:08,788 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.743
2023-04-14 05:30:08,860 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.742
2023-04-14 05:30:08,932 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.744
2023-04-14 05:30:09,003 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.747
2023-04-14 05:30:09,078 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.747
2023-04-14 05:30:09,158 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.750
2023-04-14 05:30:09,235 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.751
2023-04-14 05:30:09,316 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.754
2023-04-14 05:30:09,394 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.753
2023-04-14 05:30:09,468 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.756
2023-04-14 05:30:09,538 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.756
2023-04-14 05:30:09,612 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-14 05:30:09,686 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.765
2023-04-14 05:30:09,769 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-14 05:30:09,844 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.766
2023-04-14 05:30:09,918 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.768
2023-04-14 05:30:09,994 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-14 05:30:10,073 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.767
2023-04-14 05:30:10,144 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.769
2023-04-14 05:30:10,213 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.770
2023-04-14 05:30:10,285 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.769
2023-04-14 05:30:10,359 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.771
2023-04-14 05:30:10,428 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.769
2023-04-14 05:30:10,497 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.768
2023-04-14 05:30:10,570 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.769
2023-04-14 05:30:10,640 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.765
2023-04-14 05:30:10,718 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-14 05:30:10,798 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-14 05:30:10,877 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:30:10,953 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:30:11,024 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:30:11,100 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:30:11,171 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.761
2023-04-14 05:30:11,245 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.762
2023-04-14 05:30:11,318 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.764
2023-04-14 05:30:11,389 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.763
2023-04-14 05:30:11,461 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.762
2023-04-14 05:30:11,532 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.760
2023-04-14 05:30:11,607 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:30:11,684 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:30:11,762 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.756
2023-04-14 05:30:11,840 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.755
2023-04-14 05:30:11,916 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-14 05:30:11,987 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.755
2023-04-14 05:30:12,057 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.756
2023-04-14 05:30:12,127 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:12,199 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:12,270 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:12,342 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-14 05:30:12,414 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-14 05:30:12,486 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:12,560 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.764
2023-04-14 05:30:12,635 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:12,713 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.765
2023-04-14 05:30:12,789 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-14 05:30:12,862 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-14 05:30:12,935 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.762
2023-04-14 05:30:13,007 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.761
2023-04-14 05:30:13,078 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:13,151 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:13,222 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:13,297 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:13,370 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:13,447 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:13,523 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:13,598 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:13,673 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:13,745 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-14 05:30:13,822 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-14 05:30:13,894 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-14 05:30:13,967 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-14 05:30:14,041 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-14 05:30:14,115 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:14,194 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:14,274 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:14,357 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-14 05:30:14,433 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-14 05:30:14,509 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:14,582 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.761
2023-04-14 05:30:14,652 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.763
2023-04-14 05:30:14,723 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.764
2023-04-14 05:30:14,795 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-14 05:30:14,866 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.949, mIoU: 0.763
2023-04-14 05:30:14,937 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.763
2023-04-14 05:30:15,010 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-14 05:30:15,092 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-14 05:30:15,171 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:15,251 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:15,331 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:15,408 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:15,481 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-14 05:30:15,552 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:15,622 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:15,697 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-14 05:30:15,770 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.950, mIoU: 0.764
2023-04-14 05:30:15,847 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-14 05:30:15,923 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-14 05:30:16,001 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-14 05:30:16,076 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:30:16,148 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:30:16,222 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:30:16,293 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.950, mIoU: 0.763
2023-04-14 05:30:16,362 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:16,431 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.950, mIoU: 0.762
2023-04-14 05:30:16,502 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.951, mIoU: 0.762
2023-04-14 05:30:16,573 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:30:16,649 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:30:16,728 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:30:16,813 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:16,893 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:16,971 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:17,046 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:17,117 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.951, mIoU: 0.764
2023-04-14 05:30:17,192 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:30:17,262 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.951, mIoU: 0.763
2023-04-14 05:30:17,337 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-14 05:30:17,413 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-14 05:30:17,489 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-14 05:30:17,564 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.950, mIoU: 0.760
2023-04-14 05:30:17,641 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.950, mIoU: 0.759
2023-04-14 05:30:17,720 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:30:17,791 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:30:17,865 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:30:17,936 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:30:18,006 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.951, mIoU: 0.760
2023-04-14 05:30:18,074 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:30:18,145 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:30:18,218 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:30:18,289 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.951, mIoU: 0.759
2023-04-14 05:30:18,365 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:18,443 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:18,520 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:18,595 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:18,668 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:18,740 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:30:18,811 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:18,880 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:18,951 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:19,020 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:19,092 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.951, mIoU: 0.758
2023-04-14 05:30:19,168 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:30:19,237 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.951, mIoU: 0.757
2023-04-14 05:30:19,311 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.952, mIoU: 0.757
2023-04-14 05:30:19,391 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:30:19,472 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:30:19,551 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.952, mIoU: 0.758
2023-04-14 05:30:19,627 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:19,699 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-14 05:30:19,770 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.952, mIoU: 0.760
2023-04-14 05:30:19,842 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:19,916 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:19,988 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,062 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,137 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,218 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,294 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,370 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,446 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,523 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,594 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,666 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,736 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,808 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.952, mIoU: 0.759
2023-04-14 05:30:20,880 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-14 05:30:20,956 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-14 05:30:21,035 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:30:21,113 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:30:21,190 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:30:21,267 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:30:21,344 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:30:21,414 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:30:21,487 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:30:21,556 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:30:21,626 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:30:21,695 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:30:21,766 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:30:21,837 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:30:21,909 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:30:21,979 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:30:22,048 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.954, mIoU: 0.757
2023-04-14 05:30:22,118 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-14 05:30:22,187 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.954, mIoU: 0.758
2023-04-14 05:30:22,256 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:30:22,324 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:30:22,393 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-14 05:30:22,460 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-14 05:30:22,529 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-14 05:30:22,598 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-14 05:30:22,668 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-14 05:30:22,738 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:30:22,807 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:30:22,875 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:30:22,943 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.953, mIoU: 0.754
2023-04-14 05:30:23,012 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:30:23,082 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:30:23,152 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:30:23,219 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.953, mIoU: 0.755
2023-04-14 05:30:23,288 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:30:23,357 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:30:23,425 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:30:23,491 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:30:23,556 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:30:23,623 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:30:23,689 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.953, mIoU: 0.756
2023-04-14 05:30:24,278 semantic_segmentation INFO: Overall validation pixAcc: 95.720, mIoU: 76.107
2023-04-14 05:30:29,257 semantic_segmentation INFO: Iters: 39610/40000 || Lr: 0.000409 || Task Loss: 0.4699 || KD Loss: 0.0000|| Cost Time: 5:53:41 || Estimated Time: 0:03:28
2023-04-14 05:30:34,088 semantic_segmentation INFO: Iters: 39620/40000 || Lr: 0.000402 || Task Loss: 0.2077 || KD Loss: 0.0000|| Cost Time: 5:53:46 || Estimated Time: 0:03:23
2023-04-14 05:30:38,861 semantic_segmentation INFO: Iters: 39630/40000 || Lr: 0.000395 || Task Loss: 0.2082 || KD Loss: 0.0000|| Cost Time: 5:53:51 || Estimated Time: 0:03:18
2023-04-14 05:30:43,652 semantic_segmentation INFO: Iters: 39640/40000 || Lr: 0.000388 || Task Loss: 0.2077 || KD Loss: 0.0000|| Cost Time: 5:53:55 || Estimated Time: 0:03:12
2023-04-14 05:30:48,448 semantic_segmentation INFO: Iters: 39650/40000 || Lr: 0.000380 || Task Loss: 0.2271 || KD Loss: 0.0000|| Cost Time: 5:54:00 || Estimated Time: 0:03:07
2023-04-14 05:30:53,212 semantic_segmentation INFO: Iters: 39660/40000 || Lr: 0.000373 || Task Loss: 0.2383 || KD Loss: 0.0000|| Cost Time: 5:54:05 || Estimated Time: 0:03:02
2023-04-14 05:30:57,988 semantic_segmentation INFO: Iters: 39670/40000 || Lr: 0.000366 || Task Loss: 0.1789 || KD Loss: 0.0000|| Cost Time: 5:54:10 || Estimated Time: 0:02:56
2023-04-14 05:31:02,803 semantic_segmentation INFO: Iters: 39680/40000 || Lr: 0.000359 || Task Loss: 0.1939 || KD Loss: 0.0000|| Cost Time: 5:54:15 || Estimated Time: 0:02:51
2023-04-14 05:31:07,537 semantic_segmentation INFO: Iters: 39690/40000 || Lr: 0.000351 || Task Loss: 0.2294 || KD Loss: 0.0000|| Cost Time: 5:54:19 || Estimated Time: 0:02:46
2023-04-14 05:31:12,317 semantic_segmentation INFO: Iters: 39700/40000 || Lr: 0.000344 || Task Loss: 0.1600 || KD Loss: 0.0000|| Cost Time: 5:54:24 || Estimated Time: 0:02:40
2023-04-14 05:31:17,114 semantic_segmentation INFO: Iters: 39710/40000 || Lr: 0.000337 || Task Loss: 0.1612 || KD Loss: 0.0000|| Cost Time: 5:54:29 || Estimated Time: 0:02:35
2023-04-14 05:31:21,870 semantic_segmentation INFO: Iters: 39720/40000 || Lr: 0.000330 || Task Loss: 0.2138 || KD Loss: 0.0000|| Cost Time: 5:54:34 || Estimated Time: 0:02:29
2023-04-14 05:31:26,745 semantic_segmentation INFO: Iters: 39730/40000 || Lr: 0.000322 || Task Loss: 0.1439 || KD Loss: 0.0000|| Cost Time: 5:54:39 || Estimated Time: 0:02:24
2023-04-14 05:31:31,552 semantic_segmentation INFO: Iters: 39740/40000 || Lr: 0.000315 || Task Loss: 0.2792 || KD Loss: 0.0000|| Cost Time: 5:54:43 || Estimated Time: 0:02:19
2023-04-14 05:31:36,364 semantic_segmentation INFO: Iters: 39750/40000 || Lr: 0.000307 || Task Loss: 0.2135 || KD Loss: 0.0000|| Cost Time: 5:54:48 || Estimated Time: 0:02:13
2023-04-14 05:31:41,120 semantic_segmentation INFO: Iters: 39760/40000 || Lr: 0.000300 || Task Loss: 0.2157 || KD Loss: 0.0000|| Cost Time: 5:54:53 || Estimated Time: 0:02:08
2023-04-14 05:31:45,927 semantic_segmentation INFO: Iters: 39770/40000 || Lr: 0.000292 || Task Loss: 0.1814 || KD Loss: 0.0000|| Cost Time: 5:54:58 || Estimated Time: 0:02:03
2023-04-14 05:31:50,672 semantic_segmentation INFO: Iters: 39780/40000 || Lr: 0.000285 || Task Loss: 0.2008 || KD Loss: 0.0000|| Cost Time: 5:55:02 || Estimated Time: 0:01:57
2023-04-14 05:31:55,462 semantic_segmentation INFO: Iters: 39790/40000 || Lr: 0.000277 || Task Loss: 0.1702 || KD Loss: 0.0000|| Cost Time: 5:55:07 || Estimated Time: 0:01:52
2023-04-14 05:32:00,236 semantic_segmentation INFO: Iters: 39800/40000 || Lr: 0.000270 || Task Loss: 0.1772 || KD Loss: 0.0000|| Cost Time: 5:55:12 || Estimated Time: 0:01:47
2023-04-14 05:32:05,015 semantic_segmentation INFO: Iters: 39810/40000 || Lr: 0.000262 || Task Loss: 0.1684 || KD Loss: 0.0000|| Cost Time: 5:55:17 || Estimated Time: 0:01:41
2023-04-14 05:32:09,796 semantic_segmentation INFO: Iters: 39820/40000 || Lr: 0.000254 || Task Loss: 0.2543 || KD Loss: 0.0000|| Cost Time: 5:55:22 || Estimated Time: 0:01:36
2023-04-14 05:32:14,589 semantic_segmentation INFO: Iters: 39830/40000 || Lr: 0.000247 || Task Loss: 0.1888 || KD Loss: 0.0000|| Cost Time: 5:55:26 || Estimated Time: 0:01:31
2023-04-14 05:32:19,390 semantic_segmentation INFO: Iters: 39840/40000 || Lr: 0.000239 || Task Loss: 0.1733 || KD Loss: 0.0000|| Cost Time: 5:55:31 || Estimated Time: 0:01:25
2023-04-14 05:32:24,187 semantic_segmentation INFO: Iters: 39850/40000 || Lr: 0.000231 || Task Loss: 0.1774 || KD Loss: 0.0000|| Cost Time: 5:55:36 || Estimated Time: 0:01:20
2023-04-14 05:32:28,968 semantic_segmentation INFO: Iters: 39860/40000 || Lr: 0.000223 || Task Loss: 0.2444 || KD Loss: 0.0000|| Cost Time: 5:55:41 || Estimated Time: 0:01:14
2023-04-14 05:32:33,764 semantic_segmentation INFO: Iters: 39870/40000 || Lr: 0.000215 || Task Loss: 0.1612 || KD Loss: 0.0000|| Cost Time: 5:55:46 || Estimated Time: 0:01:09
2023-04-14 05:32:38,546 semantic_segmentation INFO: Iters: 39880/40000 || Lr: 0.000208 || Task Loss: 0.1559 || KD Loss: 0.0000|| Cost Time: 5:55:50 || Estimated Time: 0:01:04
2023-04-14 05:32:43,327 semantic_segmentation INFO: Iters: 39890/40000 || Lr: 0.000199 || Task Loss: 0.2536 || KD Loss: 0.0000|| Cost Time: 5:55:55 || Estimated Time: 0:00:58
2023-04-14 05:32:48,105 semantic_segmentation INFO: Iters: 39900/40000 || Lr: 0.000191 || Task Loss: 0.2111 || KD Loss: 0.0000|| Cost Time: 5:56:00 || Estimated Time: 0:00:53
2023-04-14 05:32:52,891 semantic_segmentation INFO: Iters: 39910/40000 || Lr: 0.000183 || Task Loss: 0.1830 || KD Loss: 0.0000|| Cost Time: 5:56:05 || Estimated Time: 0:00:48
2023-04-14 05:32:57,670 semantic_segmentation INFO: Iters: 39920/40000 || Lr: 0.000175 || Task Loss: 0.1974 || KD Loss: 0.0000|| Cost Time: 5:56:09 || Estimated Time: 0:00:42
2023-04-14 05:33:02,500 semantic_segmentation INFO: Iters: 39930/40000 || Lr: 0.000167 || Task Loss: 0.1076 || KD Loss: 0.0000|| Cost Time: 5:56:14 || Estimated Time: 0:00:37
2023-04-14 05:33:07,282 semantic_segmentation INFO: Iters: 39940/40000 || Lr: 0.000158 || Task Loss: 0.2034 || KD Loss: 0.0000|| Cost Time: 5:56:19 || Estimated Time: 0:00:32
2023-04-14 05:33:12,059 semantic_segmentation INFO: Iters: 39950/40000 || Lr: 0.000149 || Task Loss: 0.2268 || KD Loss: 0.0000|| Cost Time: 5:56:24 || Estimated Time: 0:00:26
2023-04-14 05:33:16,833 semantic_segmentation INFO: Iters: 39960/40000 || Lr: 0.000141 || Task Loss: 0.1775 || KD Loss: 0.0000|| Cost Time: 5:56:29 || Estimated Time: 0:00:21
2023-04-14 05:33:21,584 semantic_segmentation INFO: Iters: 39970/40000 || Lr: 0.000132 || Task Loss: 0.1609 || KD Loss: 0.0000|| Cost Time: 5:56:33 || Estimated Time: 0:00:16
2023-04-14 05:33:26,173 semantic_segmentation INFO: Iters: 39980/40000 || Lr: 0.000122 || Task Loss: 0.2238 || KD Loss: 0.0000|| Cost Time: 5:56:38 || Estimated Time: 0:00:10
2023-04-14 05:33:30,756 semantic_segmentation INFO: Iters: 39990/40000 || Lr: 0.000112 || Task Loss: 0.1880 || KD Loss: 0.0000|| Cost Time: 5:56:43 || Estimated Time: 0:00:05
2023-04-14 05:33:35,325 semantic_segmentation INFO: Iters: 40000/40000 || Lr: 0.000101 || Task Loss: 0.2034 || KD Loss: 0.0000|| Cost Time: 5:56:47 || Estimated Time: 0:00:00
2023-04-14 05:33:35,625 semantic_segmentation INFO: Start validation, Total sample: 250
2023-04-14 05:33:38,343 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.422
2023-04-14 05:33:38,455 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.519
2023-04-14 05:33:38,560 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.526
2023-04-14 05:33:38,662 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.546
2023-04-14 05:33:38,757 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.538
2023-04-14 05:33:38,852 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.542
2023-04-14 05:33:38,925 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.545
2023-04-14 05:33:38,999 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.592
2023-04-14 05:33:39,073 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.642
2023-04-14 05:33:39,147 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.699
2023-04-14 05:33:39,219 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.705
2023-04-14 05:33:39,291 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.728
2023-04-14 05:33:39,364 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.736
2023-04-14 05:33:39,437 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.725
2023-04-14 05:33:39,511 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.712
2023-04-14 05:33:39,585 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.703
2023-04-14 05:33:39,660 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.705
2023-04-14 05:33:39,733 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.705
2023-04-14 05:33:39,808 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.715
2023-04-14 05:33:39,883 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.721
2023-04-14 05:33:39,958 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.722
2023-04-14 05:33:40,037 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.959, mIoU: 0.732
2023-04-14 05:33:40,112 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.959, mIoU: 0.732
2023-04-14 05:33:40,185 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.959, mIoU: 0.739
2023-04-14 05:33:40,258 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.752
2023-04-14 05:33:40,329 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.754
2023-04-14 05:33:40,402 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.956, mIoU: 0.745
2023-04-14 05:33:40,473 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.743
2023-04-14 05:33:40,545 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.955, mIoU: 0.742
2023-04-14 05:33:40,616 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.955, mIoU: 0.756
2023-04-14 05:33:40,696 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.755
2023-04-14 05:33:40,776 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.752
2023-04-14 05:33:40,851 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.753
2023-04-14 05:33:40,926 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.955, mIoU: 0.752
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2023-04-14 05:33:55,786 semantic_segmentation INFO: Sample: 234, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:33:55,855 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:33:55,926 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:33:55,994 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:33:56,063 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:33:56,133 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:33:56,203 semantic_segmentation INFO: Sample: 240, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:33:56,273 semantic_segmentation INFO: Sample: 241, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:33:56,344 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.953, mIoU: 0.757
2023-04-14 05:33:56,411 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:33:56,479 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:33:56,547 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:33:56,614 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-14 05:33:56,680 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:33:56,744 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-14 05:33:56,813 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.953, mIoU: 0.758
2023-04-14 05:33:56,883 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.953, mIoU: 0.759
2023-04-14 05:33:57,459 semantic_segmentation INFO: Overall validation pixAcc: 95.745, mIoU: 76.311
2023-04-14 05:33:58,386 semantic_segmentation INFO: Total training time: 5:57:10.660414 (0.5358s / it)