2020-11-03 10:03:52,077 Segmentron INFO: Using 8 GPUs 2020-11-03 10:03:52,078 Segmentron INFO: Namespace(config_file='configs/trans10K/4-1-1-lr001-400epochs.yaml', device='cuda', distributed=True, input_img='tools/demo_vis.png', local_rank=0, log_iter=10, no_cuda=False, num_gpus=8, opts=['TRAIN.MODEL_SAVE_DIR', 'workdir/a2-2-3-400e'], resume=None, skip_val=False, val_epoch=1) 2020-11-03 10:03:52,078 Segmentron INFO: { "SEED": 1024, "TIME_STAMP": "2020-11-03-10-03", "ROOT_PATH": "/workspace/cpfs-data/project/SegTran/final_ablations/a2-ablations/a2-2/a2-2-3", "PHASE": "train", "DATASET": { "NAME": "trans10k_boundary", "MEAN": [ 0.485, 0.456, 0.406 ], "STD": [ 0.229, 0.224, 0.225 ], "IGNORE_INDEX": -1, "WORKERS": 8, "MODE": "testval" }, "AUG": { "MIRROR": true, "BLUR_PROB": 0.0, "BLUR_RADIUS": 0.0, "COLOR_JITTER": null }, "TRAIN": { "EPOCHS": 400, "BATCH_SIZE": 4, "CROP_SIZE": 769, "BASE_SIZE": 512, "MODEL_SAVE_DIR": "workdir/a2-2-3-400e", "LOG_SAVE_DIR": "workdirs/", "PRETRAINED_MODEL_PATH": "", "BACKBONE_PRETRAINED": true, "BACKBONE_PRETRAINED_PATH": "", "RESUME_MODEL_PATH": "", "SYNC_BATCH_NORM": true, "SNAPSHOT_EPOCH": 1, "BLOSS_WEIGHT": 1.0 }, "SOLVER": { "LR": 0.01, "OPTIMIZER": "sgd", "EPSILON": 1e-08, "MOMENTUM": 0.9, "WEIGHT_DECAY": 0.0001, "DECODER_LR_FACTOR": 10.0, "LR_SCHEDULER": "poly", "POLY": { "POWER": 0.9 }, "STEP": { "GAMMA": 0.1, "DECAY_EPOCH": [ 30, 60 ] }, "WARMUP": { "EPOCHS": 0.0, "FACTOR": 0.3333333333333333, "METHOD": "linear" }, "OHEM": false, "AUX": false, "AUX_WEIGHT": 0.4, "LOSS_NAME": "" }, "TEST": { "TEST_MODEL_PATH": "", "BATCH_SIZE": 1, "CROP_SIZE": null, "SCALES": [ 1.0 ], "FLIP": false }, "B_LOSS_WEIGHT": 1.0, "VISUAL": { "OUTPUT_DIR": "../runs/visual/" }, "MODEL": { "MODEL_NAME": "DDNet", "BACKBONE": "resnet50", "BACKBONE_SCALE": 1.0, "MULTI_LOSS_WEIGHT": [ 1.0 ], "DEFAULT_GROUP_NUMBER": 32, "DEFAULT_EPSILON": 1e-05, "BN_TYPE": "BN", "BN_EPS_FOR_ENCODER": null, "BN_EPS_FOR_DECODER": null, "OUTPUT_STRIDE": 16, "BN_MOMENTUM": null, "DEEPLABV3_PLUS": { "USE_ASPP": true, "ENABLE_DECODER": true, "ASPP_WITH_SEP_CONV": true, "DECODER_USE_SEP_CONV": true } }, "DEMO_DIR": "demo/imgs" } 2020-11-03 10:04:01,923 Segmentron INFO: Found 5000 images in the folder /workspace/cpfs-data/project/SegTran/final_ablations/a2-ablations/a2-2/a2-2-3/datasets/Trans10K/train/images 2020-11-03 10:04:02,407 Segmentron INFO: load backbone pretrained model from url.. 2020-11-03 10:04:04,716 Segmentron INFO: IncompatibleKeys(missing_keys=[], unexpected_keys=[]) 2020-11-03 10:04:05,059 Segmentron INFO: SyncBatchNorm is effective! 2020-11-03 10:04:05,060 Segmentron INFO: Use dice loss! 2020-11-03 10:04:05,104 Segmentron INFO: Start training, Total Epochs: 400 = Total Iterations 62400 2020-11-03 10:04:46,031 Segmentron INFO: Epoch: 1/400 || Iters: 10/156 || Lr: 0.009999 || Loss: 0.6601 || Loss_b: 0.9794 || Cost Time: 0:00:40 || Estimated Time: 2 days, 22:55:38 2020-11-03 10:04:55,046 Segmentron INFO: Epoch: 1/400 || Iters: 20/156 || Lr: 0.009997 || Loss: 0.4487 || Loss_b: 0.9822 || Cost Time: 0:00:49 || Estimated Time: 1 day, 19:16:06 2020-11-03 10:05:03,851 Segmentron INFO: Epoch: 1/400 || Iters: 30/156 || Lr: 0.009996 || Loss: 0.4155 || Loss_b: 0.9778 || Cost Time: 0:00:58 || Estimated Time: 1 day, 9:55:33 2020-11-03 10:05:12,560 Segmentron INFO: Epoch: 1/400 || Iters: 40/156 || Lr: 0.009994 || Loss: 0.4513 || Loss_b: 0.9774 || Cost Time: 0:01:07 || Estimated Time: 1 day, 5:12:43 2020-11-03 10:05:22,843 Segmentron INFO: Epoch: 1/400 || Iters: 50/156 || Lr: 0.009993 || Loss: 0.2974 || Loss_b: 0.9684 || Cost Time: 0:01:17 || Estimated Time: 1 day, 2:55:40 2020-11-03 10:05:33,254 Segmentron INFO: Epoch: 1/400 || Iters: 60/156 || Lr: 0.009991 || Loss: 0.2963 || Loss_b: 0.9330 || Cost Time: 0:01:28 || Estimated Time: 1 day, 1:26:27 2020-11-03 10:05:41,771 Segmentron INFO: Epoch: 1/400 || Iters: 70/156 || Lr: 0.009990 || Loss: 0.3370 || Loss_b: 0.7533 || Cost Time: 0:01:36 || Estimated Time: 23:54:34 2020-11-03 10:05:50,917 Segmentron INFO: Epoch: 1/400 || Iters: 80/156 || Lr: 0.009988 || Loss: 0.3313 || Loss_b: 0.6771 || Cost Time: 0:01:45 || Estimated Time: 22:53:47 2020-11-03 10:06:01,302 Segmentron INFO: Epoch: 1/400 || Iters: 90/156 || Lr: 0.009987 || Loss: 0.2277 || Loss_b: 0.5868 || Cost Time: 0:01:56 || Estimated Time: 22:20:47 2020-11-03 10:06:10,201 Segmentron INFO: Epoch: 1/400 || Iters: 100/156 || Lr: 0.009986 || Loss: 0.3096 || Loss_b: 0.5465 || Cost Time: 0:02:05 || Estimated Time: 21:38:55 2020-11-03 10:06:20,062 Segmentron INFO: Epoch: 1/400 || Iters: 110/156 || Lr: 0.009984 || Loss: 0.2654 || Loss_b: 0.5130 || Cost Time: 0:02:14 || Estimated Time: 21:13:42 2020-11-03 10:06:29,594 Segmentron INFO: Epoch: 1/400 || Iters: 120/156 || Lr: 0.009983 || Loss: 0.2542 || Loss_b: 0.5386 || Cost Time: 0:02:24 || Estimated Time: 20:49:50 2020-11-03 10:06:42,087 Segmentron INFO: Epoch: 1/400 || Iters: 130/156 || Lr: 0.009981 || Loss: 0.2923 || Loss_b: 0.4826 || Cost Time: 0:02:36 || Estimated Time: 20:53:14 2020-11-03 10:06:50,588 Segmentron INFO: Epoch: 1/400 || Iters: 140/156 || Lr: 0.009980 || Loss: 0.2053 || Loss_b: 0.4259 || Cost Time: 0:02:45 || Estimated Time: 20:26:33 2020-11-03 10:07:00,661 Segmentron INFO: Epoch: 1/400 || Iters: 150/156 || Lr: 0.009978 || Loss: 0.2097 || Loss_b: 0.4212 || Cost Time: 0:02:55 || Estimated Time: 20:14:16 2020-11-03 10:07:06,885 Segmentron INFO: Epoch 1 model saved in: workdir/a2-2-3-400e/1.pth 2020-11-03 10:07:10,154 Segmentron INFO: Epoch: 2/400 || Iters: 4/156 || Lr: 0.009977 || Loss: 0.2003 || Loss_b: 0.4258 || Cost Time: 0:03:05 || Estimated Time: 19:59:44 2020-11-03 10:07:21,592 Segmentron INFO: Epoch: 2/400 || Iters: 14/156 || Lr: 0.009975 || Loss: 0.1913 || Loss_b: 0.3999 || Cost Time: 0:03:16 || Estimated Time: 19:58:46 2020-11-03 10:07:30,739 Segmentron INFO: Epoch: 2/400 || Iters: 24/156 || Lr: 0.009974 || Loss: 0.2167 || Loss_b: 0.4681 || Cost Time: 0:03:25 || Estimated Time: 19:44:41 2020-11-03 10:07:43,035 Segmentron INFO: Epoch: 2/400 || Iters: 34/156 || Lr: 0.009973 || Loss: 0.2378 || Loss_b: 0.4289 || Cost Time: 0:03:37 || Estimated Time: 19:49:15 2020-11-03 10:07:52,010 Segmentron INFO: Epoch: 2/400 || Iters: 44/156 || Lr: 0.009971 || Loss: 0.1521 || Loss_b: 0.3876 || Cost Time: 0:03:46 || Estimated Time: 19:36:07 2020-11-03 10:08:01,492 Segmentron INFO: Epoch: 2/400 || Iters: 54/156 || Lr: 0.009970 || Loss: 0.1781 || Loss_b: 0.4173 || Cost Time: 0:03:56 || Estimated Time: 19:26:44 2020-11-03 10:08:10,341 Segmentron INFO: Epoch: 2/400 || Iters: 64/156 || Lr: 0.009968 || Loss: 0.1864 || Loss_b: 0.4266 || Cost Time: 0:04:05 || Estimated Time: 19:15:12 2020-11-03 10:08:20,337 Segmentron INFO: Epoch: 2/400 || Iters: 74/156 || Lr: 0.009967 || Loss: 0.2036 || Loss_b: 0.3724 || Cost Time: 0:04:15 || Estimated Time: 19:09:50 2020-11-03 10:08:29,883 Segmentron INFO: Epoch: 2/400 || Iters: 84/156 || Lr: 0.009965 || Loss: 0.2025 || Loss_b: 0.4103 || Cost Time: 0:04:24 || Estimated Time: 19:02:57 2020-11-03 10:08:39,545 Segmentron INFO: Epoch: 2/400 || Iters: 94/156 || Lr: 0.009964 || Loss: 0.2474 || Loss_b: 0.3932 || Cost Time: 0:04:34 || Estimated Time: 18:57:05 2020-11-03 10:08:48,856 Segmentron INFO: Epoch: 2/400 || Iters: 104/156 || Lr: 0.009962 || Loss: 0.1393 || Loss_b: 0.3313 || Cost Time: 0:04:43 || Estimated Time: 18:50:16 2020-11-03 10:09:00,629 Segmentron INFO: Epoch: 2/400 || Iters: 114/156 || Lr: 0.009961 || Loss: 0.2031 || Loss_b: 0.3439 || Cost Time: 0:04:55 || Estimated Time: 18:53:23 2020-11-03 10:09:09,678 Segmentron INFO: Epoch: 2/400 || Iters: 124/156 || Lr: 0.009960 || Loss: 0.1920 || Loss_b: 0.3555 || Cost Time: 0:05:04 || Estimated Time: 18:46:11 2020-11-03 10:09:17,956 Segmentron INFO: Epoch: 2/400 || Iters: 134/156 || Lr: 0.009958 || Loss: 0.2075 || Loss_b: 0.3620 || Cost Time: 0:05:12 || Estimated Time: 18:36:44 2020-11-03 10:09:26,756 Segmentron INFO: Epoch: 2/400 || Iters: 144/156 || Lr: 0.009957 || Loss: 0.2230 || Loss_b: 0.3698 || Cost Time: 0:05:21 || Estimated Time: 18:29:41 2020-11-03 10:09:39,620 Segmentron INFO: Epoch: 2/400 || Iters: 154/156 || Lr: 0.009955 || Loss: 0.1815 || Loss_b: 0.3446 || Cost Time: 0:05:34 || Estimated Time: 18:36:40 2020-11-03 10:09:41,786 Segmentron INFO: Epoch 2 model saved in: workdir/a2-2-3-400e/2.pth 2020-11-03 10:09:48,299 Segmentron INFO: Epoch: 3/400 || Iters: 8/156 || Lr: 0.009954 || Loss: 0.2084 || Loss_b: 0.2991 || Cost Time: 0:05:43 || Estimated Time: 18:29:39 2020-11-03 10:09:57,193 Segmentron INFO: Epoch: 3/400 || Iters: 18/156 || Lr: 0.009952 || Loss: 0.1304 || Loss_b: 0.3254 || Cost Time: 0:05:52 || Estimated Time: 18:23:44 2020-11-03 10:10:06,538 Segmentron INFO: Epoch: 3/400 || Iters: 28/156 || Lr: 0.009951 || Loss: 0.1344 || Loss_b: 0.3535 || Cost Time: 0:06:01 || Estimated Time: 18:19:32 2020-11-03 10:10:16,382 Segmentron INFO: Epoch: 3/400 || Iters: 38/156 || Lr: 0.009950 || Loss: 0.1906 || Loss_b: 0.3061 || Cost Time: 0:06:11 || Estimated Time: 18:17:02 2020-11-03 10:10:25,282 Segmentron INFO: Epoch: 3/400 || Iters: 48/156 || Lr: 0.009948 || Loss: 0.1437 || Loss_b: 0.2876 || Cost Time: 0:06:20 || Estimated Time: 18:11:57 2020-11-03 10:10:36,289 Segmentron INFO: Epoch: 3/400 || Iters: 58/156 || Lr: 0.009947 || Loss: 0.1839 || Loss_b: 0.3437 || Cost Time: 0:06:31 || Estimated Time: 18:13:01 2020-11-03 10:10:45,286 Segmentron INFO: Epoch: 3/400 || Iters: 68/156 || Lr: 0.009945 || Loss: 0.1838 || Loss_b: 0.3144 || Cost Time: 0:06:40 || Estimated Time: 18:08:33 2020-11-03 10:10:57,347 Segmentron INFO: Epoch: 3/400 || Iters: 78/156 || Lr: 0.009944 || Loss: 0.2022 || Loss_b: 0.3992 || Cost Time: 0:06:52 || Estimated Time: 18:12:26 2020-11-03 10:11:07,165 Segmentron INFO: Epoch: 3/400 || Iters: 88/156 || Lr: 0.009942 || Loss: 0.1921 || Loss_b: 0.3649 || Cost Time: 0:07:02 || Estimated Time: 18:10:19 2020-11-03 10:11:15,781 Segmentron INFO: Epoch: 3/400 || Iters: 98/156 || Lr: 0.009941 || Loss: 0.1515 || Loss_b: 0.3212 || Cost Time: 0:07:10 || Estimated Time: 18:05:16 2020-11-03 10:11:25,253 Segmentron INFO: Epoch: 3/400 || Iters: 108/156 || Lr: 0.009939 || Loss: 0.1341 || Loss_b: 0.2874 || Cost Time: 0:07:20 || Estimated Time: 18:02:33 2020-11-03 10:11:35,063 Segmentron INFO: Epoch: 3/400 || Iters: 118/156 || Lr: 0.009938 || Loss: 0.1384 || Loss_b: 0.3156 || Cost Time: 0:07:29 || Estimated Time: 18:00:46 2020-11-03 10:11:44,869 Segmentron INFO: Epoch: 3/400 || Iters: 128/156 || Lr: 0.009937 || Loss: 0.1441 || Loss_b: 0.3666 || Cost Time: 0:07:39 || Estimated Time: 17:59:03 2020-11-03 10:11:54,942 Segmentron INFO: Epoch: 3/400 || Iters: 138/156 || Lr: 0.009935 || Loss: 0.0980 || Loss_b: 0.2909 || Cost Time: 0:07:49 || Estimated Time: 17:58:00 2020-11-03 10:12:05,512 Segmentron INFO: Epoch: 3/400 || Iters: 148/156 || Lr: 0.009934 || Loss: 0.2362 || Loss_b: 0.3976 || Cost Time: 0:08:00 || Estimated Time: 17:58:07 2020-11-03 10:12:13,113 Segmentron INFO: Epoch 3 model saved in: workdir/a2-2-3-400e/3.pth 2020-11-03 10:12:14,860 Segmentron INFO: Epoch: 4/400 || Iters: 2/156 || Lr: 0.009932 || Loss: 0.1333 || Loss_b: 0.2868 || Cost Time: 0:08:09 || Estimated Time: 17:55:33 2020-11-03 10:12:23,878 Segmentron INFO: Epoch: 4/400 || Iters: 12/156 || Lr: 0.009931 || Loss: 0.1665 || Loss_b: 0.3543 || Cost Time: 0:08:18 || Estimated Time: 17:52:21 2020-11-03 10:12:32,957 Segmentron INFO: Epoch: 4/400 || Iters: 22/156 || Lr: 0.009929 || Loss: 0.1021 || Loss_b: 0.2921 || Cost Time: 0:08:27 || Estimated Time: 17:49:25 2020-11-03 10:12:42,922 Segmentron INFO: Epoch: 4/400 || Iters: 32/156 || Lr: 0.009928 || Loss: 0.1470 || Loss_b: 0.3793 || Cost Time: 0:08:37 || Estimated Time: 17:48:25 2020-11-03 10:12:52,665 Segmentron INFO: Epoch: 4/400 || Iters: 42/156 || Lr: 0.009926 || Loss: 0.1529 || Loss_b: 0.3644 || Cost Time: 0:08:47 || Estimated Time: 17:47:00 2020-11-03 10:13:01,790 Segmentron INFO: Epoch: 4/400 || Iters: 52/156 || Lr: 0.009925 || Loss: 0.1222 || Loss_b: 0.2928 || Cost Time: 0:08:56 || Estimated Time: 17:44:25 2020-11-03 10:13:11,808 Segmentron INFO: Epoch: 4/400 || Iters: 62/156 || Lr: 0.009924 || Loss: 0.1191 || Loss_b: 0.3121 || Cost Time: 0:09:06 || Estimated Time: 17:43:39 2020-11-03 10:13:21,348 Segmentron INFO: Epoch: 4/400 || Iters: 72/156 || Lr: 0.009922 || Loss: 0.1178 || Loss_b: 0.3116 || Cost Time: 0:09:16 || Estimated Time: 17:42:00 2020-11-03 10:13:30,671 Segmentron INFO: Epoch: 4/400 || Iters: 82/156 || Lr: 0.009921 || Loss: 0.1925 || Loss_b: 0.3019 || Cost Time: 0:09:25 || Estimated Time: 17:40:00 2020-11-03 10:13:40,731 Segmentron INFO: Epoch: 4/400 || Iters: 92/156 || Lr: 0.009919 || Loss: 0.1487 || Loss_b: 0.2892 || Cost Time: 0:09:35 || Estimated Time: 17:39:25 2020-11-03 10:13:52,154 Segmentron INFO: Epoch: 4/400 || Iters: 102/156 || Lr: 0.009918 || Loss: 0.2177 || Loss_b: 0.3149 || Cost Time: 0:09:47 || Estimated Time: 17:41:19 2020-11-03 10:14:02,904 Segmentron INFO: Epoch: 4/400 || Iters: 112/156 || Lr: 0.009916 || Loss: 0.1771 || Loss_b: 0.2652 || Cost Time: 0:09:57 || Estimated Time: 17:41:57 2020-11-03 10:14:11,177 Segmentron INFO: Epoch: 4/400 || Iters: 122/156 || Lr: 0.009915 || Loss: 0.0918 || Loss_b: 0.3298 || Cost Time: 0:10:06 || Estimated Time: 17:38:13 2020-11-03 10:14:20,652 Segmentron INFO: Epoch: 4/400 || Iters: 132/156 || Lr: 0.009913 || Loss: 0.1158 || Loss_b: 0.3105 || Cost Time: 0:10:15 || Estimated Time: 17:36:41 2020-11-03 10:14:29,882 Segmentron INFO: Epoch: 4/400 || Iters: 142/156 || Lr: 0.009912 || Loss: 0.1497 || Loss_b: 0.2706 || Cost Time: 0:10:24 || Estimated Time: 17:34:46 2020-11-03 10:14:40,356 Segmentron INFO: Epoch: 4/400 || Iters: 152/156 || Lr: 0.009911 || Loss: 0.1407 || Loss_b: 0.3097 || Cost Time: 0:10:35 || Estimated Time: 17:34:59 2020-11-03 10:14:45,646 Segmentron INFO: Epoch 4 model saved in: workdir/a2-2-3-400e/4.pth 2020-11-03 10:14:50,438 Segmentron INFO: Epoch: 5/400 || Iters: 6/156 || Lr: 0.009909 || Loss: 0.0911 || Loss_b: 0.2620 || Cost Time: 0:10:45 || Estimated Time: 17:34:33 2020-11-03 10:14:59,127 Segmentron INFO: Epoch: 5/400 || Iters: 16/156 || Lr: 0.009908 || Loss: 0.1209 || Loss_b: 0.3506 || Cost Time: 0:10:54 || Estimated Time: 17:31:53 2020-11-03 10:15:08,441 Segmentron INFO: Epoch: 5/400 || Iters: 26/156 || Lr: 0.009906 || Loss: 0.1506 || Loss_b: 0.3336 || Cost Time: 0:11:03 || Estimated Time: 17:30:16 2020-11-03 10:15:17,747 Segmentron INFO: Epoch: 5/400 || Iters: 36/156 || Lr: 0.009905 || Loss: 0.0847 || Loss_b: 0.3003 || Cost Time: 0:11:12 || Estimated Time: 17:28:42 2020-11-03 10:15:30,029 Segmentron INFO: Epoch: 5/400 || Iters: 46/156 || Lr: 0.009903 || Loss: 0.1141 || Loss_b: 0.3167 || Cost Time: 0:11:24 || Estimated Time: 17:31:45 2020-11-03 10:15:39,925 Segmentron INFO: Epoch: 5/400 || Iters: 56/156 || Lr: 0.009902 || Loss: 0.1311 || Loss_b: 0.2996 || Cost Time: 0:11:34 || Estimated Time: 17:31:05 2020-11-03 10:15:48,594 Segmentron INFO: Epoch: 5/400 || Iters: 66/156 || Lr: 0.009900 || Loss: 0.0961 || Loss_b: 0.2603 || Cost Time: 0:11:43 || Estimated Time: 17:28:36 2020-11-03 10:15:57,779 Segmentron INFO: Epoch: 5/400 || Iters: 76/156 || Lr: 0.009899 || Loss: 0.1163 || Loss_b: 0.2705 || Cost Time: 0:11:52 || Estimated Time: 17:26:57 2020-11-03 10:16:09,513 Segmentron INFO: Epoch: 5/400 || Iters: 86/156 || Lr: 0.009898 || Loss: 0.1381 || Loss_b: 0.2878 || Cost Time: 0:12:04 || Estimated Time: 17:29:01 2020-11-03 10:16:19,953 Segmentron INFO: Epoch: 5/400 || Iters: 96/156 || Lr: 0.009896 || Loss: 0.1303 || Loss_b: 0.3221 || Cost Time: 0:12:14 || Estimated Time: 17:29:12 2020-11-03 10:16:29,881 Segmentron INFO: Epoch: 5/400 || Iters: 106/156 || Lr: 0.009895 || Loss: 0.1111 || Loss_b: 0.2942 || Cost Time: 0:12:24 || Estimated Time: 17:28:38 2020-11-03 10:16:38,345 Segmentron INFO: Epoch: 5/400 || Iters: 116/156 || Lr: 0.009893 || Loss: 0.1273 || Loss_b: 0.2654 || Cost Time: 0:12:33 || Estimated Time: 17:26:03 2020-11-03 10:16:48,016 Segmentron INFO: Epoch: 5/400 || Iters: 126/156 || Lr: 0.009892 || Loss: 0.1657 || Loss_b: 0.3049 || Cost Time: 0:12:42 || Estimated Time: 17:25:11 2020-11-03 10:16:56,881 Segmentron INFO: Epoch: 5/400 || Iters: 136/156 || Lr: 0.009890 || Loss: 0.1324 || Loss_b: 0.2848 || Cost Time: 0:12:51 || Estimated Time: 17:23:15 2020-11-03 10:17:07,078 Segmentron INFO: Epoch: 5/400 || Iters: 146/156 || Lr: 0.009889 || Loss: 0.1233 || Loss_b: 0.2830 || Cost Time: 0:13:01 || Estimated Time: 17:23:08 2020-11-03 10:17:17,815 Segmentron INFO: Epoch: 5/400 || Iters: 0/156 || Lr: 0.009887 || Loss: 0.0944 || Loss_b: 0.2835 || Cost Time: 0:13:12 || Estimated Time: 17:23:44 2020-11-03 10:17:18,509 Segmentron INFO: Epoch 5 model saved in: workdir/a2-2-3-400e/5.pth 2020-11-03 10:17:26,929 Segmentron INFO: Epoch: 6/400 || Iters: 10/156 || Lr: 0.009886 || Loss: 0.1096 || Loss_b: 0.2778 || Cost Time: 0:13:21 || Estimated Time: 17:22:12 2020-11-03 10:17:35,492 Segmentron INFO: Epoch: 6/400 || Iters: 20/156 || Lr: 0.009885 || Loss: 0.1617 || Loss_b: 0.2485 || Cost Time: 0:13:30 || Estimated Time: 17:19:59 2020-11-03 10:17:44,533 Segmentron INFO: Epoch: 6/400 || Iters: 30/156 || Lr: 0.009883 || Loss: 0.1225 || Loss_b: 0.2678 || Cost Time: 0:13:39 || Estimated Time: 17:18:26 2020-11-03 10:17:54,998 Segmentron INFO: Epoch: 6/400 || Iters: 40/156 || Lr: 0.009882 || Loss: 0.0726 || Loss_b: 0.2142 || Cost Time: 0:13:49 || Estimated Time: 17:18:42 2020-11-03 10:18:04,311 Segmentron INFO: Epoch: 6/400 || Iters: 50/156 || Lr: 0.009880 || Loss: 0.0894 || Loss_b: 0.2437 || Cost Time: 0:13:59 || Estimated Time: 17:17:32 2020-11-03 10:18:14,253 Segmentron INFO: Epoch: 6/400 || Iters: 60/156 || Lr: 0.009879 || Loss: 0.1163 || Loss_b: 0.2586 || Cost Time: 0:14:09 || Estimated Time: 17:17:10 2020-11-03 10:18:24,943 Segmentron INFO: Epoch: 6/400 || Iters: 70/156 || Lr: 0.009877 || Loss: 0.1312 || Loss_b: 0.2833 || Cost Time: 0:14:19 || Estimated Time: 17:17:42 2020-11-03 10:18:33,779 Segmentron INFO: Epoch: 6/400 || Iters: 80/156 || Lr: 0.009876 || Loss: 0.0740 || Loss_b: 0.2092 || Cost Time: 0:14:28 || Estimated Time: 17:16:00 2020-11-03 10:18:43,586 Segmentron INFO: Epoch: 6/400 || Iters: 90/156 || Lr: 0.009874 || Loss: 0.0907 || Loss_b: 0.2158 || Cost Time: 0:14:38 || Estimated Time: 17:15:29 2020-11-03 10:18:55,966 Segmentron INFO: Epoch: 6/400 || Iters: 100/156 || Lr: 0.009873 || Loss: 0.1262 || Loss_b: 0.2709 || Cost Time: 0:14:50 || Estimated Time: 17:17:59 2020-11-03 10:19:04,147 Segmentron INFO: Epoch: 6/400 || Iters: 110/156 || Lr: 0.009872 || Loss: 0.1985 || Loss_b: 0.3132 || Cost Time: 0:14:59 || Estimated Time: 17:15:34 2020-11-03 10:19:16,180 Segmentron INFO: Epoch: 6/400 || Iters: 120/156 || Lr: 0.009870 || Loss: 0.1253 || Loss_b: 0.2826 || Cost Time: 0:15:11 || Estimated Time: 17:17:36 2020-11-03 10:19:25,301 Segmentron INFO: Epoch: 6/400 || Iters: 130/156 || Lr: 0.009869 || Loss: 0.1035 || Loss_b: 0.2498 || Cost Time: 0:15:20 || Estimated Time: 17:16:19 2020-11-03 10:19:34,212 Segmentron INFO: Epoch: 6/400 || Iters: 140/156 || Lr: 0.009867 || Loss: 0.0759 || Loss_b: 0.2345 || Cost Time: 0:15:29 || Estimated Time: 17:14:48 2020-11-03 10:19:43,243 Segmentron INFO: Epoch: 6/400 || Iters: 150/156 || Lr: 0.009866 || Loss: 0.1162 || Loss_b: 0.2588 || Cost Time: 0:15:38 || Estimated Time: 17:13:27 2020-11-03 10:19:49,481 Segmentron INFO: Epoch 6 model saved in: workdir/a2-2-3-400e/6.pth 2020-11-03 10:19:53,231 Segmentron INFO: Epoch: 7/400 || Iters: 4/156 || Lr: 0.009864 || Loss: 0.0866 || Loss_b: 0.2615 || Cost Time: 0:15:48 || Estimated Time: 17:13:11 2020-11-03 10:20:02,845 Segmentron INFO: Epoch: 7/400 || Iters: 14/156 || Lr: 0.009863 || Loss: 0.0934 || Loss_b: 0.2727 || Cost Time: 0:15:57 || Estimated Time: 17:12:30 2020-11-03 10:20:11,979 Segmentron INFO: Epoch: 7/400 || Iters: 24/156 || Lr: 0.009861 || Loss: 0.0760 || Loss_b: 0.2173 || Cost Time: 0:16:06 || Estimated Time: 17:11:19 2020-11-03 10:20:22,210 Segmentron INFO: Epoch: 7/400 || Iters: 34/156 || Lr: 0.009860 || Loss: 0.0884 || Loss_b: 0.2981 || Cost Time: 0:16:17 || Estimated Time: 17:11:19 2020-11-03 10:20:31,053 Segmentron INFO: Epoch: 7/400 || Iters: 44/156 || Lr: 0.009859 || Loss: 0.0700 || Loss_b: 0.2506 || Cost Time: 0:16:25 || Estimated Time: 17:09:52 2020-11-03 10:20:40,458 Segmentron INFO: Epoch: 7/400 || Iters: 54/156 || Lr: 0.009857 || Loss: 0.0770 || Loss_b: 0.2562 || Cost Time: 0:16:35 || Estimated Time: 17:09:02 2020-11-03 10:20:49,346 Segmentron INFO: Epoch: 7/400 || Iters: 64/156 || Lr: 0.009856 || Loss: 0.0697 || Loss_b: 0.2244 || Cost Time: 0:16:44 || Estimated Time: 17:07:40 2020-11-03 10:21:02,524 Segmentron INFO: Epoch: 7/400 || Iters: 74/156 || Lr: 0.009854 || Loss: 0.0827 || Loss_b: 0.2332 || Cost Time: 0:16:57 || Estimated Time: 17:10:40 2020-11-03 10:21:11,644 Segmentron INFO: Epoch: 7/400 || Iters: 84/156 || Lr: 0.009853 || Loss: 0.0780 || Loss_b: 0.2486 || Cost Time: 0:17:06 || Estimated Time: 17:09:33 2020-11-03 10:21:20,884 Segmentron INFO: Epoch: 7/400 || Iters: 94/156 || Lr: 0.009851 || Loss: 0.1253 || Loss_b: 0.2755 || Cost Time: 0:17:15 || Estimated Time: 17:08:34 2020-11-03 10:21:30,852 Segmentron INFO: Epoch: 7/400 || Iters: 104/156 || Lr: 0.009850 || Loss: 0.0721 || Loss_b: 0.2501 || Cost Time: 0:17:25 || Estimated Time: 17:08:19 2020-11-03 10:21:40,461 Segmentron INFO: Epoch: 7/400 || Iters: 114/156 || Lr: 0.009848 || Loss: 0.1012 || Loss_b: 0.2629 || Cost Time: 0:17:35 || Estimated Time: 17:07:42 2020-11-03 10:21:49,730 Segmentron INFO: Epoch: 7/400 || Iters: 124/156 || Lr: 0.009847 || Loss: 0.1243 || Loss_b: 0.3150 || Cost Time: 0:17:44 || Estimated Time: 17:06:47 2020-11-03 10:21:59,123 Segmentron INFO: Epoch: 7/400 || Iters: 134/156 || Lr: 0.009846 || Loss: 0.0713 || Loss_b: 0.2414 || Cost Time: 0:17:54 || Estimated Time: 17:06:00 2020-11-03 10:22:09,350 Segmentron INFO: Epoch: 7/400 || Iters: 144/156 || Lr: 0.009844 || Loss: 0.1014 || Loss_b: 0.2417 || Cost Time: 0:18:04 || Estimated Time: 17:06:01 2020-11-03 10:22:20,307 Segmentron INFO: Epoch: 7/400 || Iters: 154/156 || Lr: 0.009843 || Loss: 0.0862 || Loss_b: 0.2504 || Cost Time: 0:18:15 || Estimated Time: 17:06:42 2020-11-03 10:22:24,992 Segmentron INFO: Epoch 7 model saved in: workdir/a2-2-3-400e/7.pth 2020-11-03 10:22:30,896 Segmentron INFO: Epoch: 8/400 || Iters: 8/156 || Lr: 0.009841 || Loss: 0.0930 || Loss_b: 0.2663 || Cost Time: 0:18:25 || Estimated Time: 17:07:02 2020-11-03 10:22:40,354 Segmentron INFO: Epoch: 8/400 || Iters: 18/156 || Lr: 0.009840 || Loss: 0.1321 || Loss_b: 0.2834 || Cost Time: 0:18:35 || Estimated Time: 17:06:19 2020-11-03 10:22:49,501 Segmentron INFO: Epoch: 8/400 || Iters: 28/156 || Lr: 0.009838 || Loss: 0.0658 || Loss_b: 0.2574 || Cost Time: 0:18:44 || Estimated Time: 17:05:20 2020-11-03 10:22:58,514 Segmentron INFO: Epoch: 8/400 || Iters: 38/156 || Lr: 0.009837 || Loss: 0.0873 || Loss_b: 0.2583 || Cost Time: 0:18:53 || Estimated Time: 17:04:14 2020-11-03 10:23:09,928 Segmentron INFO: Epoch: 8/400 || Iters: 48/156 || Lr: 0.009835 || Loss: 0.0865 || Loss_b: 0.2488 || Cost Time: 0:19:04 || Estimated Time: 17:05:19 2020-11-03 10:23:19,680 Segmentron INFO: Epoch: 8/400 || Iters: 58/156 || Lr: 0.009834 || Loss: 0.0940 || Loss_b: 0.2386 || Cost Time: 0:19:14 || Estimated Time: 17:04:53 2020-11-03 10:23:29,538 Segmentron INFO: Epoch: 8/400 || Iters: 68/156 || Lr: 0.009833 || Loss: 0.0951 || Loss_b: 0.2373 || Cost Time: 0:19:24 || Estimated Time: 17:04:34 2020-11-03 10:23:38,176 Segmentron INFO: Epoch: 8/400 || Iters: 78/156 || Lr: 0.009831 || Loss: 0.0875 || Loss_b: 0.2440 || Cost Time: 0:19:33 || Estimated Time: 17:03:10 2020-11-03 10:23:47,717 Segmentron INFO: Epoch: 8/400 || Iters: 88/156 || Lr: 0.009830 || Loss: 0.1435 || Loss_b: 0.2644 || Cost Time: 0:19:42 || Estimated Time: 17:02:35 2020-11-03 10:23:57,047 Segmentron INFO: Epoch: 8/400 || Iters: 98/156 || Lr: 0.009828 || Loss: 0.1077 || Loss_b: 0.2721 || Cost Time: 0:19:51 || Estimated Time: 17:01:49 2020-11-03 10:24:06,230 Segmentron INFO: Epoch: 8/400 || Iters: 108/156 || Lr: 0.009827 || Loss: 0.0798 || Loss_b: 0.2950 || Cost Time: 0:20:01 || Estimated Time: 17:00:57 2020-11-03 10:24:18,209 Segmentron INFO: Epoch: 8/400 || Iters: 118/156 || Lr: 0.009825 || Loss: 0.0994 || Loss_b: 0.2992 || Cost Time: 0:20:13 || Estimated Time: 17:02:27 2020-11-03 10:24:28,568 Segmentron INFO: Epoch: 8/400 || Iters: 128/156 || Lr: 0.009824 || Loss: 0.0719 || Loss_b: 0.2666 || Cost Time: 0:20:23 || Estimated Time: 17:02:33 2020-11-03 10:24:37,928 Segmentron INFO: Epoch: 8/400 || Iters: 138/156 || Lr: 0.009822 || Loss: 0.1192 || Loss_b: 0.3142 || Cost Time: 0:20:32 || Estimated Time: 17:01:50 2020-11-03 10:24:46,810 Segmentron INFO: Epoch: 8/400 || Iters: 148/156 || Lr: 0.009821 || Loss: 0.1475 || Loss_b: 0.2461 || Cost Time: 0:20:41 || Estimated Time: 17:00:44 2020-11-03 10:24:55,803 Segmentron INFO: Epoch 8 model saved in: workdir/a2-2-3-400e/8.pth 2020-11-03 10:24:58,987 Segmentron INFO: Epoch: 9/400 || Iters: 2/156 || Lr: 0.009820 || Loss: 0.0750 || Loss_b: 0.2362 || Cost Time: 0:20:53 || Estimated Time: 17:02:19 2020-11-03 10:25:08,374 Segmentron INFO: Epoch: 9/400 || Iters: 12/156 || Lr: 0.009818 || Loss: 0.0810 || Loss_b: 0.2561 || Cost Time: 0:21:03 || Estimated Time: 17:01:38 2020-11-03 10:25:16,936 Segmentron INFO: Epoch: 9/400 || Iters: 22/156 || Lr: 0.009817 || Loss: 0.0459 || Loss_b: 0.2181 || Cost Time: 0:21:11 || Estimated Time: 17:00:18 2020-11-03 10:25:25,793 Segmentron INFO: Epoch: 9/400 || Iters: 32/156 || Lr: 0.009815 || Loss: 0.0702 || Loss_b: 0.2137 || Cost Time: 0:21:20 || Estimated Time: 16:59:12 2020-11-03 10:25:35,641 Segmentron INFO: Epoch: 9/400 || Iters: 42/156 || Lr: 0.009814 || Loss: 0.0888 || Loss_b: 0.3327 || Cost Time: 0:21:30 || Estimated Time: 16:58:55 2020-11-03 10:25:44,330 Segmentron INFO: Epoch: 9/400 || Iters: 52/156 || Lr: 0.009812 || Loss: 0.1391 || Loss_b: 0.3090 || Cost Time: 0:21:39 || Estimated Time: 16:57:43 2020-11-03 10:25:53,607 Segmentron INFO: Epoch: 9/400 || Iters: 62/156 || Lr: 0.009811 || Loss: 0.1497 || Loss_b: 0.3290 || Cost Time: 0:21:48 || Estimated Time: 16:57:00 2020-11-03 10:26:02,685 Segmentron INFO: Epoch: 9/400 || Iters: 72/156 || Lr: 0.009809 || Loss: 0.0890 || Loss_b: 0.2927 || Cost Time: 0:21:57 || Estimated Time: 16:56:08 2020-11-03 10:26:13,592 Segmentron INFO: Epoch: 9/400 || Iters: 82/156 || Lr: 0.009808 || Loss: 0.0816 || Loss_b: 0.2421 || Cost Time: 0:22:08 || Estimated Time: 16:56:40 2020-11-03 10:26:25,660 Segmentron INFO: Epoch: 9/400 || Iters: 92/156 || Lr: 0.009807 || Loss: 0.1279 || Loss_b: 0.2716 || Cost Time: 0:22:20 || Estimated Time: 16:58:05 2020-11-03 10:26:34,932 Segmentron INFO: Epoch: 9/400 || Iters: 102/156 || Lr: 0.009805 || Loss: 0.1099 || Loss_b: 0.3284 || Cost Time: 0:22:29 || Estimated Time: 16:57:22 2020-11-03 10:26:44,449 Segmentron INFO: Epoch: 9/400 || Iters: 112/156 || Lr: 0.009804 || Loss: 0.0792 || Loss_b: 0.2793 || Cost Time: 0:22:39 || Estimated Time: 16:56:50 2020-11-03 10:26:54,311 Segmentron INFO: Epoch: 9/400 || Iters: 122/156 || Lr: 0.009802 || Loss: 0.0652 || Loss_b: 0.2592 || Cost Time: 0:22:49 || Estimated Time: 16:56:34 2020-11-03 10:27:05,144 Segmentron INFO: Epoch: 9/400 || Iters: 132/156 || Lr: 0.009801 || Loss: 0.1280 || Loss_b: 0.2856 || Cost Time: 0:23:00 || Estimated Time: 16:57:01 2020-11-03 10:27:13,979 Segmentron INFO: Epoch: 9/400 || Iters: 142/156 || Lr: 0.009799 || Loss: 0.0843 || Loss_b: 0.2260 || Cost Time: 0:23:08 || Estimated Time: 16:56:00 2020-11-03 10:27:25,421 Segmentron INFO: Epoch: 9/400 || Iters: 152/156 || Lr: 0.009798 || Loss: 0.0857 || Loss_b: 0.3362 || Cost Time: 0:23:20 || Estimated Time: 16:56:53 2020-11-03 10:27:29,258 Segmentron INFO: Epoch 9 model saved in: workdir/a2-2-3-400e/9.pth 2020-11-03 10:27:34,365 Segmentron INFO: Epoch: 10/400 || Iters: 6/156 || Lr: 0.009796 || Loss: 0.0669 || Loss_b: 0.2172 || Cost Time: 0:23:29 || Estimated Time: 16:55:58 2020-11-03 10:27:43,737 Segmentron INFO: Epoch: 10/400 || Iters: 16/156 || Lr: 0.009795 || Loss: 0.0692 || Loss_b: 0.2816 || Cost Time: 0:23:38 || Estimated Time: 16:55:21 2020-11-03 10:27:53,740 Segmentron INFO: Epoch: 10/400 || Iters: 26/156 || Lr: 0.009794 || Loss: 0.0907 || Loss_b: 0.2668 || Cost Time: 0:23:48 || Estimated Time: 16:55:11 2020-11-03 10:28:03,779 Segmentron INFO: Epoch: 10/400 || Iters: 36/156 || Lr: 0.009792 || Loss: 0.0516 || Loss_b: 0.2396 || Cost Time: 0:23:58 || Estimated Time: 16:55:03 2020-11-03 10:28:13,232 Segmentron INFO: Epoch: 10/400 || Iters: 46/156 || Lr: 0.009791 || Loss: 0.0525 || Loss_b: 0.2530 || Cost Time: 0:24:08 || Estimated Time: 16:54:31 2020-11-03 10:28:23,776 Segmentron INFO: Epoch: 10/400 || Iters: 56/156 || Lr: 0.009789 || Loss: 0.0667 || Loss_b: 0.2529 || Cost Time: 0:24:18 || Estimated Time: 16:54:44 2020-11-03 10:28:32,482 Segmentron INFO: Epoch: 10/400 || Iters: 66/156 || Lr: 0.009788 || Loss: 0.0847 || Loss_b: 0.2811 || Cost Time: 0:24:27 || Estimated Time: 16:53:41 2020-11-03 10:28:41,839 Segmentron INFO: Epoch: 10/400 || Iters: 76/156 || Lr: 0.009786 || Loss: 0.0720 || Loss_b: 0.2452 || Cost Time: 0:24:36 || Estimated Time: 16:53:05 2020-11-03 10:28:51,317 Segmentron INFO: Epoch: 10/400 || Iters: 86/156 || Lr: 0.009785 || Loss: 0.0553 || Loss_b: 0.1993 || Cost Time: 0:24:46 || Estimated Time: 16:52:35 2020-11-03 10:29:00,122 Segmentron INFO: Epoch: 10/400 || Iters: 96/156 || Lr: 0.009783 || Loss: 0.0840 || Loss_b: 0.3078 || Cost Time: 0:24:55 || Estimated Time: 16:51:37 2020-11-03 10:29:10,763 Segmentron INFO: Epoch: 10/400 || Iters: 106/156 || Lr: 0.009782 || Loss: 0.0686 || Loss_b: 0.2320 || Cost Time: 0:25:05 || Estimated Time: 16:51:54 2020-11-03 10:29:21,422 Segmentron INFO: Epoch: 10/400 || Iters: 116/156 || Lr: 0.009780 || Loss: 0.0569 || Loss_b: 0.1951 || Cost Time: 0:25:16 || Estimated Time: 16:52:12 2020-11-03 10:29:30,430 Segmentron INFO: Epoch: 10/400 || Iters: 126/156 || Lr: 0.009779 || Loss: 0.0780 || Loss_b: 0.2318 || Cost Time: 0:25:25 || Estimated Time: 16:51:24 2020-11-03 10:29:40,324 Segmentron INFO: Epoch: 10/400 || Iters: 136/156 || Lr: 0.009778 || Loss: 0.0790 || Loss_b: 0.2837 || Cost Time: 0:25:35 || Estimated Time: 16:51:11 2020-11-03 10:29:52,026 Segmentron INFO: Epoch: 10/400 || Iters: 146/156 || Lr: 0.009776 || Loss: 0.0806 || Loss_b: 0.2944 || Cost Time: 0:25:46 || Estimated Time: 16:52:09 2020-11-03 10:30:01,710 Segmentron INFO: Epoch: 10/400 || Iters: 0/156 || Lr: 0.009775 || Loss: 0.1267 || Loss_b: 0.3228 || Cost Time: 0:25:56 || Estimated Time: 16:51:47 2020-11-03 10:30:02,362 Segmentron INFO: Epoch 10 model saved in: workdir/a2-2-3-400e/10.pth 2020-11-03 10:30:11,147 Segmentron INFO: Epoch: 11/400 || Iters: 10/156 || Lr: 0.009773 || Loss: 0.0767 || Loss_b: 0.2584 || Cost Time: 0:26:06 || Estimated Time: 16:51:16 2020-11-03 10:30:20,833 Segmentron INFO: Epoch: 11/400 || Iters: 20/156 || Lr: 0.009772 || Loss: 0.0759 || Loss_b: 0.2270 || Cost Time: 0:26:15 || Estimated Time: 16:50:55 2020-11-03 10:30:31,469 Segmentron INFO: Epoch: 11/400 || Iters: 30/156 || Lr: 0.009770 || Loss: 0.0812 || Loss_b: 0.2369 || Cost Time: 0:26:26 || Estimated Time: 16:51:10 2020-11-03 10:30:40,069 Segmentron INFO: Epoch: 11/400 || Iters: 40/156 || Lr: 0.009769 || Loss: 0.0956 || Loss_b: 0.2445 || Cost Time: 0:26:34 || Estimated Time: 16:50:08 2020-11-03 10:30:48,894 Segmentron INFO: Epoch: 11/400 || Iters: 50/156 || Lr: 0.009767 || Loss: 0.0626 || Loss_b: 0.2406 || Cost Time: 0:26:43 || Estimated Time: 16:49:15 2020-11-03 10:30:58,355 Segmentron INFO: Epoch: 11/400 || Iters: 60/156 || Lr: 0.009766 || Loss: 0.0671 || Loss_b: 0.2299 || Cost Time: 0:26:53 || Estimated Time: 16:48:46 2020-11-03 10:31:07,464 Segmentron INFO: Epoch: 11/400 || Iters: 70/156 || Lr: 0.009765 || Loss: 0.0397 || Loss_b: 0.1794 || Cost Time: 0:27:02 || Estimated Time: 16:48:05 2020-11-03 10:31:21,817 Segmentron INFO: Epoch: 11/400 || Iters: 80/156 || Lr: 0.009763 || Loss: 0.0348 || Loss_b: 0.1871 || Cost Time: 0:27:16 || Estimated Time: 16:50:38 2020-11-03 10:31:29,494 Segmentron INFO: Epoch: 11/400 || Iters: 90/156 || Lr: 0.009762 || Loss: 0.0799 || Loss_b: 0.2813 || Cost Time: 0:27:24 || Estimated Time: 16:49:03 2020-11-03 10:31:38,171 Segmentron INFO: Epoch: 11/400 || Iters: 100/156 || Lr: 0.009760 || Loss: 0.0697 || Loss_b: 0.2113 || Cost Time: 0:27:33 || Estimated Time: 16:48:06 2020-11-03 10:31:50,009 Segmentron INFO: Epoch: 11/400 || Iters: 110/156 || Lr: 0.009759 || Loss: 0.0689 || Loss_b: 0.2206 || Cost Time: 0:27:44 || Estimated Time: 16:49:04 2020-11-03 10:31:59,482 Segmentron INFO: Epoch: 11/400 || Iters: 120/156 || Lr: 0.009757 || Loss: 0.0641 || Loss_b: 0.2255 || Cost Time: 0:27:54 || Estimated Time: 16:48:36 2020-11-03 10:32:08,819 Segmentron INFO: Epoch: 11/400 || Iters: 130/156 || Lr: 0.009756 || Loss: 0.0612 || Loss_b: 0.2270 || Cost Time: 0:28:03 || Estimated Time: 16:48:04 2020-11-03 10:32:18,204 Segmentron INFO: Epoch: 11/400 || Iters: 140/156 || Lr: 0.009754 || Loss: 0.0702 || Loss_b: 0.2061 || Cost Time: 0:28:13 || Estimated Time: 16:47:33 2020-11-03 10:32:27,361 Segmentron INFO: Epoch: 11/400 || Iters: 150/156 || Lr: 0.009753 || Loss: 0.0686 || Loss_b: 0.2124 || Cost Time: 0:28:22 || Estimated Time: 16:46:55 2020-11-03 10:32:35,887 Segmentron INFO: Epoch 11 model saved in: workdir/a2-2-3-400e/11.pth 2020-11-03 10:32:38,880 Segmentron INFO: Epoch: 12/400 || Iters: 4/156 || Lr: 0.009752 || Loss: 0.0503 || Loss_b: 0.2140 || Cost Time: 0:28:33 || Estimated Time: 16:47:40 2020-11-03 10:32:47,588 Segmentron INFO: Epoch: 12/400 || Iters: 14/156 || Lr: 0.009750 || Loss: 0.0544 || Loss_b: 0.2281 || Cost Time: 0:28:42 || Estimated Time: 16:46:46 2020-11-03 10:32:58,163 Segmentron INFO: Epoch: 12/400 || Iters: 24/156 || Lr: 0.009749 || Loss: 0.0761 || Loss_b: 0.2247 || Cost Time: 0:28:53 || Estimated Time: 16:46:58 2020-11-03 10:33:08,613 Segmentron INFO: Epoch: 12/400 || Iters: 34/156 || Lr: 0.009747 || Loss: 0.0489 || Loss_b: 0.2201 || Cost Time: 0:29:03 || Estimated Time: 16:47:05 2020-11-03 10:33:17,595 Segmentron INFO: Epoch: 12/400 || Iters: 44/156 || Lr: 0.009746 || Loss: 0.0775 || Loss_b: 0.2630 || Cost Time: 0:29:12 || Estimated Time: 16:46:21 2020-11-03 10:33:26,368 Segmentron INFO: Epoch: 12/400 || Iters: 54/156 || Lr: 0.009744 || Loss: 0.0542 || Loss_b: 0.2170 || Cost Time: 0:29:21 || Estimated Time: 16:45:30 2020-11-03 10:33:35,342 Segmentron INFO: Epoch: 12/400 || Iters: 64/156 || Lr: 0.009743 || Loss: 0.0518 || Loss_b: 0.2049 || Cost Time: 0:29:30 || Estimated Time: 16:44:47 2020-11-03 10:33:44,418 Segmentron INFO: Epoch: 12/400 || Iters: 74/156 || Lr: 0.009741 || Loss: 0.0919 || Loss_b: 0.2309 || Cost Time: 0:29:39 || Estimated Time: 16:44:08 2020-11-03 10:33:53,598 Segmentron INFO: Epoch: 12/400 || Iters: 84/156 || Lr: 0.009740 || Loss: 0.0841 || Loss_b: 0.2485 || Cost Time: 0:29:48 || Estimated Time: 16:43:32 2020-11-03 10:34:04,927 Segmentron INFO: Epoch: 12/400 || Iters: 94/156 || Lr: 0.009739 || Loss: 0.0609 || Loss_b: 0.2032 || Cost Time: 0:29:59 || Estimated Time: 16:44:09 2020-11-03 10:34:13,711 Segmentron INFO: Epoch: 12/400 || Iters: 104/156 || Lr: 0.009737 || Loss: 0.0735 || Loss_b: 0.2250 || Cost Time: 0:30:08 || Estimated Time: 16:43:20 2020-11-03 10:34:24,209 Segmentron INFO: Epoch: 12/400 || Iters: 114/156 || Lr: 0.009736 || Loss: 0.0782 || Loss_b: 0.2398 || Cost Time: 0:30:19 || Estimated Time: 16:43:29 2020-11-03 10:34:34,893 Segmentron INFO: Epoch: 12/400 || Iters: 124/156 || Lr: 0.009734 || Loss: 0.0663 || Loss_b: 0.2526 || Cost Time: 0:30:29 || Estimated Time: 16:43:43 2020-11-03 10:34:45,255 Segmentron INFO: Epoch: 12/400 || Iters: 134/156 || Lr: 0.009733 || Loss: 0.0491 || Loss_b: 0.1982 || Cost Time: 0:30:40 || Estimated Time: 16:43:47 2020-11-03 10:34:53,423 Segmentron INFO: Epoch: 12/400 || Iters: 144/156 || Lr: 0.009731 || Loss: 0.0721 || Loss_b: 0.2186 || Cost Time: 0:30:48 || Estimated Time: 16:42:39 2020-11-03 10:35:05,211 Segmentron INFO: Epoch: 12/400 || Iters: 154/156 || Lr: 0.009730 || Loss: 0.0560 || Loss_b: 0.2299 || Cost Time: 0:31:00 || Estimated Time: 16:43:29 2020-11-03 10:35:07,526 Segmentron INFO: Epoch 12 model saved in: workdir/a2-2-3-400e/12.pth 2020-11-03 10:35:14,093 Segmentron INFO: Epoch: 13/400 || Iters: 8/156 || Lr: 0.009728 || Loss: 0.0427 || Loss_b: 0.1987 || Cost Time: 0:31:08 || Estimated Time: 16:42:45 2020-11-03 10:35:22,808 Segmentron INFO: Epoch: 13/400 || Iters: 18/156 || Lr: 0.009727 || Loss: 0.0886 || Loss_b: 0.2746 || Cost Time: 0:31:17 || Estimated Time: 16:41:56 2020-11-03 10:35:31,810 Segmentron INFO: Epoch: 13/400 || Iters: 28/156 || Lr: 0.009726 || Loss: 0.0630 || Loss_b: 0.2253 || Cost Time: 0:31:26 || Estimated Time: 16:41:16 2020-11-03 10:35:41,940 Segmentron INFO: Epoch: 13/400 || Iters: 38/156 || Lr: 0.009724 || Loss: 0.0545 || Loss_b: 0.2312 || Cost Time: 0:31:36 || Estimated Time: 16:41:13 2020-11-03 10:35:52,260 Segmentron INFO: Epoch: 13/400 || Iters: 48/156 || Lr: 0.009723 || Loss: 0.0877 || Loss_b: 0.2547 || Cost Time: 0:31:47 || Estimated Time: 16:41:15 2020-11-03 10:36:00,801 Segmentron INFO: Epoch: 13/400 || Iters: 58/156 || Lr: 0.009721 || Loss: 0.0537 || Loss_b: 0.2396 || Cost Time: 0:31:55 || Estimated Time: 16:40:21 2020-11-03 10:36:13,392 Segmentron INFO: Epoch: 13/400 || Iters: 68/156 || Lr: 0.009720 || Loss: 0.0533 || Loss_b: 0.2109 || Cost Time: 0:32:08 || Estimated Time: 16:41:34 2020-11-03 10:36:21,647 Segmentron INFO: Epoch: 13/400 || Iters: 78/156 || Lr: 0.009718 || Loss: 0.0725 || Loss_b: 0.2038 || Cost Time: 0:32:16 || Estimated Time: 16:40:32 2020-11-03 10:36:31,901 Segmentron INFO: Epoch: 13/400 || Iters: 88/156 || Lr: 0.009717 || Loss: 0.0486 || Loss_b: 0.2421 || Cost Time: 0:32:26 || Estimated Time: 16:40:32 2020-11-03 10:36:41,720 Segmentron INFO: Epoch: 13/400 || Iters: 98/156 || Lr: 0.009715 || Loss: 0.0563 || Loss_b: 0.1842 || Cost Time: 0:32:36 || Estimated Time: 16:40:19 2020-11-03 10:36:51,576 Segmentron INFO: Epoch: 13/400 || Iters: 108/156 || Lr: 0.009714 || Loss: 0.0805 || Loss_b: 0.2356 || Cost Time: 0:32:46 || Estimated Time: 16:40:07 2020-11-03 10:37:00,363 Segmentron INFO: Epoch: 13/400 || Iters: 118/156 || Lr: 0.009713 || Loss: 0.0588 || Loss_b: 0.2031 || Cost Time: 0:32:55 || Estimated Time: 16:39:22 2020-11-03 10:37:10,424 Segmentron INFO: Epoch: 13/400 || Iters: 128/156 || Lr: 0.009711 || Loss: 0.0719 || Loss_b: 0.2308 || Cost Time: 0:33:05 || Estimated Time: 16:39:16 2020-11-03 10:37:21,392 Segmentron INFO: Epoch: 13/400 || Iters: 138/156 || Lr: 0.009710 || Loss: 0.0457 || Loss_b: 0.2290 || Cost Time: 0:33:16 || Estimated Time: 16:39:38 2020-11-03 10:37:32,109 Segmentron INFO: Epoch: 13/400 || Iters: 148/156 || Lr: 0.009708 || Loss: 0.0648 || Loss_b: 0.2035 || Cost Time: 0:33:27 || Estimated Time: 16:39:51 2020-11-03 10:37:40,688 Segmentron INFO: Epoch 13 model saved in: workdir/a2-2-3-400e/13.pth 2020-11-03 10:37:42,157 Segmentron INFO: Epoch: 14/400 || Iters: 2/156 || Lr: 0.009707 || Loss: 0.0608 || Loss_b: 0.2001 || Cost Time: 0:33:37 || Estimated Time: 16:39:44 2020-11-03 10:37:50,646 Segmentron INFO: Epoch: 14/400 || Iters: 12/156 || Lr: 0.009705 || Loss: 0.0671 || Loss_b: 0.2093 || Cost Time: 0:33:45 || Estimated Time: 16:38:52 2020-11-03 10:37:59,825 Segmentron INFO: Epoch: 14/400 || Iters: 22/156 || Lr: 0.009704 || Loss: 0.0442 || Loss_b: 0.1542 || Cost Time: 0:33:54 || Estimated Time: 16:38:20 2020-11-03 10:38:09,644 Segmentron INFO: Epoch: 14/400 || Iters: 32/156 || Lr: 0.009702 || Loss: 0.0410 || Loss_b: 0.1891 || Cost Time: 0:34:04 || Estimated Time: 16:38:07 2020-11-03 10:38:20,280 Segmentron INFO: Epoch: 14/400 || Iters: 42/156 || Lr: 0.009701 || Loss: 0.0415 || Loss_b: 0.1692 || Cost Time: 0:34:15 || Estimated Time: 16:38:17 2020-11-03 10:38:29,707 Segmentron INFO: Epoch: 14/400 || Iters: 52/156 || Lr: 0.009699 || Loss: 0.0430 || Loss_b: 0.1566 || Cost Time: 0:34:24 || Estimated Time: 16:37:53 2020-11-03 10:38:39,431 Segmentron INFO: Epoch: 14/400 || Iters: 62/156 || Lr: 0.009698 || Loss: 0.0366 || Loss_b: 0.1613 || Cost Time: 0:34:34 || Estimated Time: 16:37:37 2020-11-03 10:38:50,010 Segmentron INFO: Epoch: 14/400 || Iters: 72/156 || Lr: 0.009697 || Loss: 0.0544 || Loss_b: 0.1591 || Cost Time: 0:34:44 || Estimated Time: 16:37:46 2020-11-03 10:39:00,284 Segmentron INFO: Epoch: 14/400 || Iters: 82/156 || Lr: 0.009695 || Loss: 0.0818 || Loss_b: 0.2170 || Cost Time: 0:34:55 || Estimated Time: 16:37:46 2020-11-03 10:39:09,830 Segmentron INFO: Epoch: 14/400 || Iters: 92/156 || Lr: 0.009694 || Loss: 0.0603 || Loss_b: 0.1772 || Cost Time: 0:35:04 || Estimated Time: 16:37:25 2020-11-03 10:39:19,785 Segmentron INFO: Epoch: 14/400 || Iters: 102/156 || Lr: 0.009692 || Loss: 0.0554 || Loss_b: 0.1695 || Cost Time: 0:35:14 || Estimated Time: 16:37:16 2020-11-03 10:39:28,791 Segmentron INFO: Epoch: 14/400 || Iters: 112/156 || Lr: 0.009691 || Loss: 0.0578 || Loss_b: 0.1893 || Cost Time: 0:35:23 || Estimated Time: 16:36:40 2020-11-03 10:39:38,766 Segmentron INFO: Epoch: 14/400 || Iters: 122/156 || Lr: 0.009689 || Loss: 0.0631 || Loss_b: 0.1869 || Cost Time: 0:35:33 || Estimated Time: 16:36:32 2020-11-03 10:39:49,188 Segmentron INFO: Epoch: 14/400 || Iters: 132/156 || Lr: 0.009688 || Loss: 0.0533 || Loss_b: 0.1776 || Cost Time: 0:35:44 || Estimated Time: 16:36:36 2020-11-03 10:39:57,731 Segmentron INFO: Epoch: 14/400 || Iters: 142/156 || Lr: 0.009686 || Loss: 0.0628 || Loss_b: 0.1913 || Cost Time: 0:35:52 || Estimated Time: 16:35:47 2020-11-03 10:40:06,832 Segmentron INFO: Epoch: 14/400 || Iters: 152/156 || Lr: 0.009685 || Loss: 0.0446 || Loss_b: 0.1610 || Cost Time: 0:36:01 || Estimated Time: 16:35:15 2020-11-03 10:40:12,526 Segmentron INFO: Epoch 14 model saved in: workdir/a2-2-3-400e/14.pth 2020-11-03 10:40:17,330 Segmentron INFO: Epoch: 15/400 || Iters: 6/156 || Lr: 0.009684 || Loss: 0.0521 || Loss_b: 0.1496 || Cost Time: 0:36:12 || Estimated Time: 16:35:21 2020-11-03 10:40:26,386 Segmentron INFO: Epoch: 15/400 || Iters: 16/156 || Lr: 0.009682 || Loss: 0.0606 || Loss_b: 0.1798 || Cost Time: 0:36:21 || Estimated Time: 16:34:47 2020-11-03 10:40:35,464 Segmentron INFO: Epoch: 15/400 || Iters: 26/156 || Lr: 0.009681 || Loss: 0.0617 || Loss_b: 0.1724 || Cost Time: 0:36:30 || Estimated Time: 16:34:15 2020-11-03 10:40:47,355 Segmentron INFO: Epoch: 15/400 || Iters: 36/156 || Lr: 0.009679 || Loss: 0.0619 || Loss_b: 0.1597 || Cost Time: 0:36:42 || Estimated Time: 16:34:58 2020-11-03 10:40:56,593 Segmentron INFO: Epoch: 15/400 || Iters: 46/156 || Lr: 0.009678 || Loss: 0.0386 || Loss_b: 0.1560 || Cost Time: 0:36:51 || Estimated Time: 16:34:30 2020-11-03 10:41:05,579 Segmentron INFO: Epoch: 15/400 || Iters: 56/156 || Lr: 0.009676 || Loss: 0.0301 || Loss_b: 0.1565 || Cost Time: 0:37:00 || Estimated Time: 16:33:55 2020-11-03 10:41:14,576 Segmentron INFO: Epoch: 15/400 || Iters: 66/156 || Lr: 0.009675 || Loss: 0.0448 || Loss_b: 0.1509 || Cost Time: 0:37:09 || Estimated Time: 16:33:21 2020-11-03 10:41:27,978 Segmentron INFO: Epoch: 15/400 || Iters: 76/156 || Lr: 0.009673 || Loss: 0.0422 || Loss_b: 0.1765 || Cost Time: 0:37:22 || Estimated Time: 16:34:44 2020-11-03 10:41:37,389 Segmentron INFO: Epoch: 15/400 || Iters: 86/156 || Lr: 0.009672 || Loss: 0.0473 || Loss_b: 0.1642 || Cost Time: 0:37:32 || Estimated Time: 16:34:20 2020-11-03 10:41:46,539 Segmentron INFO: Epoch: 15/400 || Iters: 96/156 || Lr: 0.009671 || Loss: 0.0322 || Loss_b: 0.1335 || Cost Time: 0:37:41 || Estimated Time: 16:33:50 2020-11-03 10:41:55,568 Segmentron INFO: Epoch: 15/400 || Iters: 106/156 || Lr: 0.009669 || Loss: 0.0473 || Loss_b: 0.1607 || Cost Time: 0:37:50 || Estimated Time: 16:33:17 2020-11-03 10:42:07,835 Segmentron INFO: Epoch: 15/400 || Iters: 116/156 || Lr: 0.009668 || Loss: 0.0415 || Loss_b: 0.1610 || Cost Time: 0:38:02 || Estimated Time: 16:34:08 2020-11-03 10:42:16,227 Segmentron INFO: Epoch: 15/400 || Iters: 126/156 || Lr: 0.009666 || Loss: 0.0443 || Loss_b: 0.1476 || Cost Time: 0:38:11 || Estimated Time: 16:33:18 2020-11-03 10:42:26,276 Segmentron INFO: Epoch: 15/400 || Iters: 136/156 || Lr: 0.009665 || Loss: 0.0456 || Loss_b: 0.1665 || Cost Time: 0:38:21 || Estimated Time: 16:33:12 2020-11-03 10:42:35,960 Segmentron INFO: Epoch: 15/400 || Iters: 146/156 || Lr: 0.009663 || Loss: 0.0463 || Loss_b: 0.1641 || Cost Time: 0:38:30 || Estimated Time: 16:32:56 2020-11-03 10:42:45,096 Segmentron INFO: Epoch: 15/400 || Iters: 0/156 || Lr: 0.009662 || Loss: 0.0314 || Loss_b: 0.1411 || Cost Time: 0:38:39 || Estimated Time: 16:32:26 2020-11-03 10:42:45,875 Segmentron INFO: Epoch 15 model saved in: workdir/a2-2-3-400e/15.pth 2020-11-03 10:42:54,360 Segmentron INFO: Epoch: 16/400 || Iters: 10/156 || Lr: 0.009660 || Loss: 0.0316 || Loss_b: 0.1505 || Cost Time: 0:38:49 || Estimated Time: 16:31:59 2020-11-03 10:43:03,370 Segmentron INFO: Epoch: 16/400 || Iters: 20/156 || Lr: 0.009659 || Loss: 0.0419 || Loss_b: 0.1422 || Cost Time: 0:38:58 || Estimated Time: 16:31:27 2020-11-03 10:43:12,654 Segmentron INFO: Epoch: 16/400 || Iters: 30/156 || Lr: 0.009658 || Loss: 0.0520 || Loss_b: 0.1746 || Cost Time: 0:39:07 || Estimated Time: 16:31:01 2020-11-03 10:43:22,952 Segmentron INFO: Epoch: 16/400 || Iters: 40/156 || Lr: 0.009656 || Loss: 0.0611 || Loss_b: 0.1864 || Cost Time: 0:39:17 || Estimated Time: 16:31:01 2020-11-03 10:43:31,823 Segmentron INFO: Epoch: 16/400 || Iters: 50/156 || Lr: 0.009655 || Loss: 0.0493 || Loss_b: 0.1661 || Cost Time: 0:39:26 || Estimated Time: 16:30:25 2020-11-03 10:43:44,009 Segmentron INFO: Epoch: 16/400 || Iters: 60/156 || Lr: 0.009653 || Loss: 0.0494 || Loss_b: 0.1391 || Cost Time: 0:39:38 || Estimated Time: 16:31:12 2020-11-03 10:43:52,339 Segmentron INFO: Epoch: 16/400 || Iters: 70/156 || Lr: 0.009652 || Loss: 0.0467 || Loss_b: 0.1739 || Cost Time: 0:39:47 || Estimated Time: 16:30:23 2020-11-03 10:44:02,708 Segmentron INFO: Epoch: 16/400 || Iters: 80/156 || Lr: 0.009650 || Loss: 0.0397 || Loss_b: 0.1757 || Cost Time: 0:39:57 || Estimated Time: 16:30:24 2020-11-03 10:44:12,775 Segmentron INFO: Epoch: 16/400 || Iters: 90/156 || Lr: 0.009649 || Loss: 0.0407 || Loss_b: 0.1490 || Cost Time: 0:40:07 || Estimated Time: 16:30:18 2020-11-03 10:44:21,336 Segmentron INFO: Epoch: 16/400 || Iters: 100/156 || Lr: 0.009647 || Loss: 0.0337 || Loss_b: 0.1370 || Cost Time: 0:40:16 || Estimated Time: 16:29:35 2020-11-03 10:44:32,997 Segmentron INFO: Epoch: 16/400 || Iters: 110/156 || Lr: 0.009646 || Loss: 0.0552 || Loss_b: 0.1713 || Cost Time: 0:40:27 || Estimated Time: 16:30:09 2020-11-03 10:44:42,812 Segmentron INFO: Epoch: 16/400 || Iters: 120/156 || Lr: 0.009644 || Loss: 0.0358 || Loss_b: 0.1591 || Cost Time: 0:40:37 || Estimated Time: 16:29:56 2020-11-03 10:44:52,458 Segmentron INFO: Epoch: 16/400 || Iters: 130/156 || Lr: 0.009643 || Loss: 0.0377 || Loss_b: 0.1553 || Cost Time: 0:40:47 || Estimated Time: 16:29:40 2020-11-03 10:45:02,338 Segmentron INFO: Epoch: 16/400 || Iters: 140/156 || Lr: 0.009642 || Loss: 0.1410 || Loss_b: 0.2222 || Cost Time: 0:40:57 || Estimated Time: 16:29:29 2020-11-03 10:45:11,291 Segmentron INFO: Epoch: 16/400 || Iters: 150/156 || Lr: 0.009640 || Loss: 0.0629 || Loss_b: 0.1768 || Cost Time: 0:41:06 || Estimated Time: 16:28:57 2020-11-03 10:45:17,581 Segmentron INFO: Epoch 16 model saved in: workdir/a2-2-3-400e/16.pth 2020-11-03 10:45:21,125 Segmentron INFO: Epoch: 17/400 || Iters: 4/156 || Lr: 0.009639 || Loss: 0.0543 || Loss_b: 0.1508 || Cost Time: 0:41:16 || Estimated Time: 16:28:45 2020-11-03 10:45:30,174 Segmentron INFO: Epoch: 17/400 || Iters: 14/156 || Lr: 0.009637 || Loss: 0.0427 || Loss_b: 0.1463 || Cost Time: 0:41:25 || Estimated Time: 16:28:15 2020-11-03 10:45:39,343 Segmentron INFO: Epoch: 17/400 || Iters: 24/156 || Lr: 0.009636 || Loss: 0.0341 || Loss_b: 0.1373 || Cost Time: 0:41:34 || Estimated Time: 16:27:47 2020-11-03 10:45:48,541 Segmentron INFO: Epoch: 17/400 || Iters: 34/156 || Lr: 0.009634 || Loss: 0.0318 || Loss_b: 0.1296 || Cost Time: 0:41:43 || Estimated Time: 16:27:21 2020-11-03 10:45:58,978 Segmentron INFO: Epoch: 17/400 || Iters: 44/156 || Lr: 0.009633 || Loss: 0.0308 || Loss_b: 0.1407 || Cost Time: 0:41:53 || Estimated Time: 16:27:24 2020-11-03 10:46:09,786 Segmentron INFO: Epoch: 17/400 || Iters: 54/156 || Lr: 0.009631 || Loss: 0.0433 || Loss_b: 0.1758 || Cost Time: 0:42:04 || Estimated Time: 16:27:35 2020-11-03 10:46:18,832 Segmentron INFO: Epoch: 17/400 || Iters: 64/156 || Lr: 0.009630 || Loss: 0.0464 || Loss_b: 0.1330 || Cost Time: 0:42:13 || Estimated Time: 16:27:05 2020-11-03 10:46:27,830 Segmentron INFO: Epoch: 17/400 || Iters: 74/156 || Lr: 0.009629 || Loss: 0.0394 || Loss_b: 0.1449 || Cost Time: 0:42:22 || Estimated Time: 16:26:35 2020-11-03 10:46:37,569 Segmentron INFO: Epoch: 17/400 || Iters: 84/156 || Lr: 0.009627 || Loss: 0.0442 || Loss_b: 0.1610 || Cost Time: 0:42:32 || Estimated Time: 16:26:21 2020-11-03 10:46:47,833 Segmentron INFO: Epoch: 17/400 || Iters: 94/156 || Lr: 0.009626 || Loss: 0.0513 || Loss_b: 0.1491 || Cost Time: 0:42:42 || Estimated Time: 16:26:20 2020-11-03 10:46:57,951 Segmentron INFO: Epoch: 17/400 || Iters: 104/156 || Lr: 0.009624 || Loss: 0.0261 || Loss_b: 0.1344 || Cost Time: 0:42:52 || Estimated Time: 16:26:15 2020-11-03 10:47:08,600 Segmentron INFO: Epoch: 17/400 || Iters: 114/156 || Lr: 0.009623 || Loss: 0.0540 || Loss_b: 0.1803 || Cost Time: 0:43:03 || Estimated Time: 16:26:22 2020-11-03 10:47:18,244 Segmentron INFO: Epoch: 17/400 || Iters: 124/156 || Lr: 0.009621 || Loss: 0.0427 || Loss_b: 0.1518 || Cost Time: 0:43:13 || Estimated Time: 16:26:07 2020-11-03 10:47:28,419 Segmentron INFO: Epoch: 17/400 || Iters: 134/156 || Lr: 0.009620 || Loss: 0.0259 || Loss_b: 0.1312 || Cost Time: 0:43:23 || Estimated Time: 16:26:03 2020-11-03 10:47:39,312 Segmentron INFO: Epoch: 17/400 || Iters: 144/156 || Lr: 0.009618 || Loss: 0.0310 || Loss_b: 0.1286 || Cost Time: 0:43:34 || Estimated Time: 16:26:16 2020-11-03 10:47:49,591 Segmentron INFO: Epoch: 17/400 || Iters: 154/156 || Lr: 0.009617 || Loss: 0.0576 || Loss_b: 0.1449 || Cost Time: 0:43:44 || Estimated Time: 16:26:14 2020-11-03 10:47:51,756 Segmentron INFO: Epoch 17 model saved in: workdir/a2-2-3-400e/17.pth 2020-11-03 10:47:58,411 Segmentron INFO: Epoch: 18/400 || Iters: 8/156 || Lr: 0.009616 || Loss: 0.0435 || Loss_b: 0.1558 || Cost Time: 0:43:53 || Estimated Time: 16:25:40 2020-11-03 10:48:06,999 Segmentron INFO: Epoch: 18/400 || Iters: 18/156 || Lr: 0.009614 || Loss: 0.0312 || Loss_b: 0.1476 || Cost Time: 0:44:01 || Estimated Time: 16:25:01 2020-11-03 10:48:17,026 Segmentron INFO: Epoch: 18/400 || Iters: 28/156 || Lr: 0.009613 || Loss: 0.0322 || Loss_b: 0.1299 || Cost Time: 0:44:11 || Estimated Time: 16:24:54 2020-11-03 10:48:27,329 Segmentron INFO: Epoch: 18/400 || Iters: 38/156 || Lr: 0.009611 || Loss: 0.0627 || Loss_b: 0.1471 || Cost Time: 0:44:22 || Estimated Time: 16:24:53 2020-11-03 10:48:37,319 Segmentron INFO: Epoch: 18/400 || Iters: 48/156 || Lr: 0.009610 || Loss: 0.0338 || Loss_b: 0.1207 || Cost Time: 0:44:32 || Estimated Time: 16:24:45 2020-11-03 10:48:49,473 Segmentron INFO: Epoch: 18/400 || Iters: 58/156 || Lr: 0.009608 || Loss: 0.0289 || Loss_b: 0.1305 || Cost Time: 0:44:44 || Estimated Time: 16:25:25 2020-11-03 10:48:58,903 Segmentron INFO: Epoch: 18/400 || Iters: 68/156 || Lr: 0.009607 || Loss: 0.0293 || Loss_b: 0.1333 || Cost Time: 0:44:53 || Estimated Time: 16:25:05 2020-11-03 10:49:07,493 Segmentron INFO: Epoch: 18/400 || Iters: 78/156 || Lr: 0.009605 || Loss: 0.0445 || Loss_b: 0.1470 || Cost Time: 0:45:02 || Estimated Time: 16:24:26 2020-11-03 10:49:17,164 Segmentron INFO: Epoch: 18/400 || Iters: 88/156 || Lr: 0.009604 || Loss: 0.0260 || Loss_b: 0.1335 || Cost Time: 0:45:12 || Estimated Time: 16:24:11 2020-11-03 10:49:27,867 Segmentron INFO: Epoch: 18/400 || Iters: 98/156 || Lr: 0.009602 || Loss: 0.0329 || Loss_b: 0.1533 || Cost Time: 0:45:22 || Estimated Time: 16:24:19 2020-11-03 10:49:35,960 Segmentron INFO: Epoch: 18/400 || Iters: 108/156 || Lr: 0.009601 || Loss: 0.0384 || Loss_b: 0.1330 || Cost Time: 0:45:30 || Estimated Time: 16:23:30 2020-11-03 10:49:45,259 Segmentron INFO: Epoch: 18/400 || Iters: 118/156 || Lr: 0.009600 || Loss: 0.0446 || Loss_b: 0.1429 || Cost Time: 0:45:40 || Estimated Time: 16:23:07 2020-11-03 10:49:54,512 Segmentron INFO: Epoch: 18/400 || Iters: 128/156 || Lr: 0.009598 || Loss: 0.0439 || Loss_b: 0.1509 || Cost Time: 0:45:49 || Estimated Time: 16:22:43 2020-11-03 10:50:06,711 Segmentron INFO: Epoch: 18/400 || Iters: 138/156 || Lr: 0.009597 || Loss: 0.0368 || Loss_b: 0.1537 || Cost Time: 0:46:01 || Estimated Time: 16:23:23 2020-11-03 10:50:17,054 Segmentron INFO: Epoch: 18/400 || Iters: 148/156 || Lr: 0.009595 || Loss: 0.0255 || Loss_b: 0.1357 || Cost Time: 0:46:11 || Estimated Time: 16:23:22 2020-11-03 10:50:26,271 Segmentron INFO: Epoch 18 model saved in: workdir/a2-2-3-400e/18.pth 2020-11-03 10:50:27,628 Segmentron INFO: Epoch: 19/400 || Iters: 2/156 || Lr: 0.009594 || Loss: 0.0380 || Loss_b: 0.1385 || Cost Time: 0:46:22 || Estimated Time: 16:23:27 2020-11-03 10:50:36,171 Segmentron INFO: Epoch: 19/400 || Iters: 12/156 || Lr: 0.009592 || Loss: 0.0399 || Loss_b: 0.1444 || Cost Time: 0:46:31 || Estimated Time: 16:22:48 2020-11-03 10:50:45,195 Segmentron INFO: Epoch: 19/400 || Iters: 22/156 || Lr: 0.009591 || Loss: 0.0396 || Loss_b: 0.1473 || Cost Time: 0:46:40 || Estimated Time: 16:22:20 2020-11-03 10:50:54,045 Segmentron INFO: Epoch: 19/400 || Iters: 32/156 || Lr: 0.009589 || Loss: 0.0304 || Loss_b: 0.1383 || Cost Time: 0:46:48 || Estimated Time: 16:21:48 2020-11-03 10:51:05,038 Segmentron INFO: Epoch: 19/400 || Iters: 42/156 || Lr: 0.009588 || Loss: 0.0395 || Loss_b: 0.1281 || Cost Time: 0:46:59 || Estimated Time: 16:22:01 2020-11-03 10:51:14,869 Segmentron INFO: Epoch: 19/400 || Iters: 52/156 || Lr: 0.009587 || Loss: 0.0300 || Loss_b: 0.1131 || Cost Time: 0:47:09 || Estimated Time: 16:21:50 2020-11-03 10:51:26,066 Segmentron INFO: Epoch: 19/400 || Iters: 62/156 || Lr: 0.009585 || Loss: 0.0415 || Loss_b: 0.1545 || Cost Time: 0:47:20 || Estimated Time: 16:22:07 2020-11-03 10:51:34,794 Segmentron INFO: Epoch: 19/400 || Iters: 72/156 || Lr: 0.009584 || Loss: 0.0463 || Loss_b: 0.1498 || Cost Time: 0:47:29 || Estimated Time: 16:21:33 2020-11-03 10:51:44,696 Segmentron INFO: Epoch: 19/400 || Iters: 82/156 || Lr: 0.009582 || Loss: 0.0377 || Loss_b: 0.1615 || Cost Time: 0:47:39 || Estimated Time: 16:21:23 2020-11-03 10:51:54,022 Segmentron INFO: Epoch: 19/400 || Iters: 92/156 || Lr: 0.009581 || Loss: 0.0338 || Loss_b: 0.1213 || Cost Time: 0:47:48 || Estimated Time: 16:21:02 2020-11-03 10:52:02,956 Segmentron INFO: Epoch: 19/400 || Iters: 102/156 || Lr: 0.009579 || Loss: 0.0519 || Loss_b: 0.1651 || Cost Time: 0:47:57 || Estimated Time: 16:20:32 2020-11-03 10:52:12,842 Segmentron INFO: Epoch: 19/400 || Iters: 112/156 || Lr: 0.009578 || Loss: 0.0690 || Loss_b: 0.1803 || Cost Time: 0:48:07 || Estimated Time: 16:20:22 2020-11-03 10:52:23,440 Segmentron INFO: Epoch: 19/400 || Iters: 122/156 || Lr: 0.009576 || Loss: 0.0573 || Loss_b: 0.1329 || Cost Time: 0:48:18 || Estimated Time: 16:20:27 2020-11-03 10:52:32,475 Segmentron INFO: Epoch: 19/400 || Iters: 132/156 || Lr: 0.009575 || Loss: 0.0383 || Loss_b: 0.1405 || Cost Time: 0:48:27 || Estimated Time: 16:20:00 2020-11-03 10:52:42,768 Segmentron INFO: Epoch: 19/400 || Iters: 142/156 || Lr: 0.009573 || Loss: 0.0468 || Loss_b: 0.1405 || Cost Time: 0:48:37 || Estimated Time: 16:19:58 2020-11-03 10:52:51,416 Segmentron INFO: Epoch: 19/400 || Iters: 152/156 || Lr: 0.009572 || Loss: 0.0339 || Loss_b: 0.1338 || Cost Time: 0:48:46 || Estimated Time: 16:19:23 2020-11-03 10:52:55,618 Segmentron INFO: Epoch 19 model saved in: workdir/a2-2-3-400e/19.pth 2020-11-03 10:53:01,067 Segmentron INFO: Epoch: 20/400 || Iters: 6/156 || Lr: 0.009571 || Loss: 0.0671 || Loss_b: 0.1557 || Cost Time: 0:48:55 || Estimated Time: 16:19:08 2020-11-03 10:53:10,414 Segmentron INFO: Epoch: 20/400 || Iters: 16/156 || Lr: 0.009569 || Loss: 0.0430 || Loss_b: 0.1354 || Cost Time: 0:49:05 || Estimated Time: 16:18:48 2020-11-03 10:53:20,995 Segmentron INFO: Epoch: 20/400 || Iters: 26/156 || Lr: 0.009568 || Loss: 0.0569 || Loss_b: 0.1360 || Cost Time: 0:49:15 || Estimated Time: 16:18:52 2020-11-03 10:53:32,667 Segmentron INFO: Epoch: 20/400 || Iters: 36/156 || Lr: 0.009566 || Loss: 0.0411 || Loss_b: 0.1601 || Cost Time: 0:49:27 || Estimated Time: 16:19:17 2020-11-03 10:53:41,146 Segmentron INFO: Epoch: 20/400 || Iters: 46/156 || Lr: 0.009565 || Loss: 0.0722 || Loss_b: 0.1640 || Cost Time: 0:49:36 || Estimated Time: 16:18:39 2020-11-03 10:53:51,756 Segmentron INFO: Epoch: 20/400 || Iters: 56/156 || Lr: 0.009563 || Loss: 0.0368 || Loss_b: 0.1361 || Cost Time: 0:49:46 || Estimated Time: 16:18:44 2020-11-03 10:54:00,833 Segmentron INFO: Epoch: 20/400 || Iters: 66/156 || Lr: 0.009562 || Loss: 0.0386 || Loss_b: 0.1507 || Cost Time: 0:49:55 || Estimated Time: 16:18:18 2020-11-03 10:54:11,722 Segmentron INFO: Epoch: 20/400 || Iters: 76/156 || Lr: 0.009560 || Loss: 0.0437 || Loss_b: 0.1517 || Cost Time: 0:50:06 || Estimated Time: 16:18:28 2020-11-03 10:54:21,976 Segmentron INFO: Epoch: 20/400 || Iters: 86/156 || Lr: 0.009559 || Loss: 0.0404 || Loss_b: 0.1342 || Cost Time: 0:50:16 || Estimated Time: 16:18:25 2020-11-03 10:54:30,099 Segmentron INFO: Epoch: 20/400 || Iters: 96/156 || Lr: 0.009558 || Loss: 0.0292 || Loss_b: 0.1140 || Cost Time: 0:50:24 || Estimated Time: 16:17:41 2020-11-03 10:54:39,608 Segmentron INFO: Epoch: 20/400 || Iters: 106/156 || Lr: 0.009556 || Loss: 0.0421 || Loss_b: 0.1403 || Cost Time: 0:50:34 || Estimated Time: 16:17:24 2020-11-03 10:54:48,748 Segmentron INFO: Epoch: 20/400 || Iters: 116/156 || Lr: 0.009555 || Loss: 0.0355 || Loss_b: 0.1342 || Cost Time: 0:50:43 || Estimated Time: 16:16:59 2020-11-03 10:54:59,877 Segmentron INFO: Epoch: 20/400 || Iters: 126/156 || Lr: 0.009553 || Loss: 0.0326 || Loss_b: 0.1333 || Cost Time: 0:50:54 || Estimated Time: 16:17:13 2020-11-03 10:55:09,099 Segmentron INFO: Epoch: 20/400 || Iters: 136/156 || Lr: 0.009552 || Loss: 0.0357 || Loss_b: 0.1371 || Cost Time: 0:51:03 || Estimated Time: 16:16:51 2020-11-03 10:55:18,654 Segmentron INFO: Epoch: 20/400 || Iters: 146/156 || Lr: 0.009550 || Loss: 0.0411 || Loss_b: 0.1354 || Cost Time: 0:51:13 || Estimated Time: 16:16:35 2020-11-03 10:55:28,543 Segmentron INFO: Epoch: 20/400 || Iters: 0/156 || Lr: 0.009549 || Loss: 0.0351 || Loss_b: 0.1401 || Cost Time: 0:51:23 || Estimated Time: 16:16:25 2020-11-03 10:55:29,564 Segmentron INFO: Epoch 20 model saved in: workdir/a2-2-3-400e/20.pth 2020-11-03 10:55:38,363 Segmentron INFO: Epoch: 21/400 || Iters: 10/156 || Lr: 0.009547 || Loss: 0.0453 || Loss_b: 0.1362 || Cost Time: 0:51:33 || Estimated Time: 16:16:14 2020-11-03 10:55:48,824 Segmentron INFO: Epoch: 21/400 || Iters: 20/156 || Lr: 0.009546 || Loss: 0.0371 || Loss_b: 0.1360 || Cost Time: 0:51:43 || Estimated Time: 16:16:15 2020-11-03 10:55:58,455 Segmentron INFO: Epoch: 21/400 || Iters: 30/156 || Lr: 0.009545 || Loss: 0.0419 || Loss_b: 0.1507 || Cost Time: 0:51:53 || Estimated Time: 16:16:00 2020-11-03 10:56:07,134 Segmentron INFO: Epoch: 21/400 || Iters: 40/156 || Lr: 0.009543 || Loss: 0.0306 || Loss_b: 0.1214 || Cost Time: 0:52:02 || Estimated Time: 16:15:28 2020-11-03 10:56:17,463 Segmentron INFO: Epoch: 21/400 || Iters: 50/156 || Lr: 0.009542 || Loss: 0.0277 || Loss_b: 0.1201 || Cost Time: 0:52:12 || Estimated Time: 16:15:26 2020-11-03 10:56:26,847 Segmentron INFO: Epoch: 21/400 || Iters: 60/156 || Lr: 0.009540 || Loss: 0.0278 || Loss_b: 0.1512 || Cost Time: 0:52:21 || Estimated Time: 16:15:07 2020-11-03 10:56:37,780 Segmentron INFO: Epoch: 21/400 || Iters: 70/156 || Lr: 0.009539 || Loss: 0.0322 || Loss_b: 0.1279 || Cost Time: 0:52:32 || Estimated Time: 16:15:17 2020-11-03 10:56:47,096 Segmentron INFO: Epoch: 21/400 || Iters: 80/156 || Lr: 0.009537 || Loss: 0.0346 || Loss_b: 0.1428 || Cost Time: 0:52:41 || Estimated Time: 16:14:56 2020-11-03 10:56:56,140 Segmentron INFO: Epoch: 21/400 || Iters: 90/156 || Lr: 0.009536 || Loss: 0.0396 || Loss_b: 0.1326 || Cost Time: 0:52:51 || Estimated Time: 16:14:31 2020-11-03 10:57:07,022 Segmentron INFO: Epoch: 21/400 || Iters: 100/156 || Lr: 0.009534 || Loss: 0.0316 || Loss_b: 0.1211 || Cost Time: 0:53:01 || Estimated Time: 16:14:40 2020-11-03 10:57:15,417 Segmentron INFO: Epoch: 21/400 || Iters: 110/156 || Lr: 0.009533 || Loss: 0.0355 || Loss_b: 0.1305 || Cost Time: 0:53:10 || Estimated Time: 16:14:02 2020-11-03 10:57:27,067 Segmentron INFO: Epoch: 21/400 || Iters: 120/156 || Lr: 0.009531 || Loss: 0.0257 || Loss_b: 0.1164 || Cost Time: 0:53:21 || Estimated Time: 16:14:25 2020-11-03 10:57:35,830 Segmentron INFO: Epoch: 21/400 || Iters: 130/156 || Lr: 0.009530 || Loss: 0.0365 || Loss_b: 0.1414 || Cost Time: 0:53:30 || Estimated Time: 16:13:55 2020-11-03 10:57:44,907 Segmentron INFO: Epoch: 21/400 || Iters: 140/156 || Lr: 0.009529 || Loss: 0.0351 || Loss_b: 0.1365 || Cost Time: 0:53:39 || Estimated Time: 16:13:30 2020-11-03 10:57:53,848 Segmentron INFO: Epoch: 21/400 || Iters: 150/156 || Lr: 0.009527 || Loss: 0.0333 || Loss_b: 0.1329 || Cost Time: 0:53:48 || Estimated Time: 16:13:03 2020-11-03 10:58:02,224 Segmentron INFO: Epoch 21 model saved in: workdir/a2-2-3-400e/21.pth 2020-11-03 10:58:05,219 Segmentron INFO: Epoch: 22/400 || Iters: 4/156 || Lr: 0.009526 || Loss: 0.0303 || Loss_b: 0.1231 || Cost Time: 0:54:00 || Estimated Time: 16:13:21 2020-11-03 10:58:15,070 Segmentron INFO: Epoch: 22/400 || Iters: 14/156 || Lr: 0.009524 || Loss: 0.0294 || Loss_b: 0.1207 || Cost Time: 0:54:09 || Estimated Time: 16:13:10 2020-11-03 10:58:24,407 Segmentron INFO: Epoch: 22/400 || Iters: 24/156 || Lr: 0.009523 || Loss: 0.0387 || Loss_b: 0.1440 || Cost Time: 0:54:19 || Estimated Time: 16:12:51 2020-11-03 10:58:33,866 Segmentron INFO: Epoch: 22/400 || Iters: 34/156 || Lr: 0.009521 || Loss: 0.0302 || Loss_b: 0.1258 || Cost Time: 0:54:28 || Estimated Time: 16:12:33 2020-11-03 10:58:43,450 Segmentron INFO: Epoch: 22/400 || Iters: 44/156 || Lr: 0.009520 || Loss: 0.0651 || Loss_b: 0.1914 || Cost Time: 0:54:38 || Estimated Time: 16:12:18 2020-11-03 10:58:52,646 Segmentron INFO: Epoch: 22/400 || Iters: 54/156 || Lr: 0.009518 || Loss: 0.0373 || Loss_b: 0.1327 || Cost Time: 0:54:47 || Estimated Time: 16:11:56 2020-11-03 10:59:02,594 Segmentron INFO: Epoch: 22/400 || Iters: 64/156 || Lr: 0.009517 || Loss: 0.0298 || Loss_b: 0.1051 || Cost Time: 0:54:57 || Estimated Time: 16:11:48 2020-11-03 10:59:12,025 Segmentron INFO: Epoch: 22/400 || Iters: 74/156 || Lr: 0.009516 || Loss: 0.0340 || Loss_b: 0.1392 || Cost Time: 0:55:06 || Estimated Time: 16:11:30 2020-11-03 10:59:21,555 Segmentron INFO: Epoch: 22/400 || Iters: 84/156 || Lr: 0.009514 || Loss: 0.0400 || Loss_b: 0.1478 || Cost Time: 0:55:16 || Estimated Time: 16:11:14 2020-11-03 10:59:30,361 Segmentron INFO: Epoch: 22/400 || Iters: 94/156 || Lr: 0.009513 || Loss: 0.0442 || Loss_b: 0.1433 || Cost Time: 0:55:25 || Estimated Time: 16:10:46 2020-11-03 10:59:40,799 Segmentron INFO: Epoch: 22/400 || Iters: 104/156 || Lr: 0.009511 || Loss: 0.0307 || Loss_b: 0.1315 || Cost Time: 0:55:35 || Estimated Time: 16:10:46 2020-11-03 10:59:53,375 Segmentron INFO: Epoch: 22/400 || Iters: 114/156 || Lr: 0.009510 || Loss: 0.0333 || Loss_b: 0.1251 || Cost Time: 0:55:48 || Estimated Time: 16:11:23 2020-11-03 11:00:01,936 Segmentron INFO: Epoch: 22/400 || Iters: 124/156 || Lr: 0.009508 || Loss: 0.0345 || Loss_b: 0.1274 || Cost Time: 0:55:56 || Estimated Time: 16:10:50 2020-11-03 11:00:10,288 Segmentron INFO: Epoch: 22/400 || Iters: 134/156 || Lr: 0.009507 || Loss: 0.0270 || Loss_b: 0.1118 || Cost Time: 0:56:05 || Estimated Time: 16:10:14 2020-11-03 11:00:19,955 Segmentron INFO: Epoch: 22/400 || Iters: 144/156 || Lr: 0.009505 || Loss: 0.0301 || Loss_b: 0.1370 || Cost Time: 0:56:14 || Estimated Time: 16:10:01 2020-11-03 11:00:31,993 Segmentron INFO: Epoch: 22/400 || Iters: 154/156 || Lr: 0.009504 || Loss: 0.0367 || Loss_b: 0.1371 || Cost Time: 0:56:26 || Estimated Time: 16:10:28 2020-11-03 11:00:33,842 Segmentron INFO: Epoch 22 model saved in: workdir/a2-2-3-400e/22.pth 2020-11-03 11:00:40,928 Segmentron INFO: Epoch: 23/400 || Iters: 8/156 || Lr: 0.009502 || Loss: 0.0438 || Loss_b: 0.1534 || Cost Time: 0:56:35 || Estimated Time: 16:10:02 2020-11-03 11:00:49,204 Segmentron INFO: Epoch: 23/400 || Iters: 18/156 || Lr: 0.009501 || Loss: 0.0413 || Loss_b: 0.1422 || Cost Time: 0:56:44 || Estimated Time: 16:09:25 2020-11-03 11:00:58,752 Segmentron INFO: Epoch: 23/400 || Iters: 28/156 || Lr: 0.009500 || Loss: 0.0669 || Loss_b: 0.1325 || Cost Time: 0:56:53 || Estimated Time: 16:09:10 2020-11-03 11:01:09,233 Segmentron INFO: Epoch: 23/400 || Iters: 38/156 || Lr: 0.009498 || Loss: 0.0368 || Loss_b: 0.1334 || Cost Time: 0:57:04 || Estimated Time: 16:09:10 2020-11-03 11:01:18,120 Segmentron INFO: Epoch: 23/400 || Iters: 48/156 || Lr: 0.009497 || Loss: 0.0328 || Loss_b: 0.1490 || Cost Time: 0:57:13 || Estimated Time: 16:08:44 2020-11-03 11:01:28,883 Segmentron INFO: Epoch: 23/400 || Iters: 58/156 || Lr: 0.009495 || Loss: 0.0542 || Loss_b: 0.1438 || Cost Time: 0:57:23 || Estimated Time: 16:08:49 2020-11-03 11:01:37,838 Segmentron INFO: Epoch: 23/400 || Iters: 68/156 || Lr: 0.009494 || Loss: 0.0309 || Loss_b: 0.1270 || Cost Time: 0:57:32 || Estimated Time: 16:08:24 2020-11-03 11:01:46,980 Segmentron INFO: Epoch: 23/400 || Iters: 78/156 || Lr: 0.009492 || Loss: 0.0434 || Loss_b: 0.1310 || Cost Time: 0:57:41 || Estimated Time: 16:08:02 2020-11-03 11:01:56,254 Segmentron INFO: Epoch: 23/400 || Iters: 88/156 || Lr: 0.009491 || Loss: 0.0472 || Loss_b: 0.1532 || Cost Time: 0:57:51 || Estimated Time: 16:07:42 2020-11-03 11:02:06,874 Segmentron INFO: Epoch: 23/400 || Iters: 98/156 || Lr: 0.009489 || Loss: 0.0441 || Loss_b: 0.1334 || Cost Time: 0:58:01 || Estimated Time: 16:07:45 2020-11-03 11:02:15,923 Segmentron INFO: Epoch: 23/400 || Iters: 108/156 || Lr: 0.009488 || Loss: 0.0443 || Loss_b: 0.1528 || Cost Time: 0:58:10 || Estimated Time: 16:07:22 2020-11-03 11:02:24,592 Segmentron INFO: Epoch: 23/400 || Iters: 118/156 || Lr: 0.009486 || Loss: 0.0312 || Loss_b: 0.1193 || Cost Time: 0:58:19 || Estimated Time: 16:06:52 2020-11-03 11:02:37,201 Segmentron INFO: Epoch: 23/400 || Iters: 128/156 || Lr: 0.009485 || Loss: 0.0232 || Loss_b: 0.1127 || Cost Time: 0:58:32 || Estimated Time: 16:07:28 2020-11-03 11:02:46,137 Segmentron INFO: Epoch: 23/400 || Iters: 138/156 || Lr: 0.009484 || Loss: 0.0415 || Loss_b: 0.1422 || Cost Time: 0:58:41 || Estimated Time: 16:07:03 2020-11-03 11:02:57,325 Segmentron INFO: Epoch: 23/400 || Iters: 148/156 || Lr: 0.009482 || Loss: 0.0254 || Loss_b: 0.1172 || Cost Time: 0:58:52 || Estimated Time: 16:07:14 2020-11-03 11:03:06,550 Segmentron INFO: Epoch 23 model saved in: workdir/a2-2-3-400e/23.pth 2020-11-03 11:03:08,101 Segmentron INFO: Epoch: 24/400 || Iters: 2/156 || Lr: 0.009481 || Loss: 0.0271 || Loss_b: 0.1074 || Cost Time: 0:59:02 || Estimated Time: 16:07:20 2020-11-03 11:03:17,053 Segmentron INFO: Epoch: 24/400 || Iters: 12/156 || Lr: 0.009479 || Loss: 0.0312 || Loss_b: 0.1508 || Cost Time: 0:59:11 || Estimated Time: 16:06:55 2020-11-03 11:03:26,865 Segmentron INFO: Epoch: 24/400 || Iters: 22/156 || Lr: 0.009478 || Loss: 0.0393 || Loss_b: 0.1257 || Cost Time: 0:59:21 || Estimated Time: 16:06:44 2020-11-03 11:03:36,542 Segmentron INFO: Epoch: 24/400 || Iters: 32/156 || Lr: 0.009476 || Loss: 0.0421 || Loss_b: 0.1494 || Cost Time: 0:59:31 || Estimated Time: 16:06:31 2020-11-03 11:03:46,408 Segmentron INFO: Epoch: 24/400 || Iters: 42/156 || Lr: 0.009475 || Loss: 0.0336 || Loss_b: 0.1460 || Cost Time: 0:59:41 || Estimated Time: 16:06:21 2020-11-03 11:03:56,459 Segmentron INFO: Epoch: 24/400 || Iters: 52/156 || Lr: 0.009473 || Loss: 0.0241 || Loss_b: 0.1299 || Cost Time: 0:59:51 || Estimated Time: 16:06:14 2020-11-03 11:04:05,292 Segmentron INFO: Epoch: 24/400 || Iters: 62/156 || Lr: 0.009472 || Loss: 0.0288 || Loss_b: 0.1097 || Cost Time: 1:00:00 || Estimated Time: 16:05:48 2020-11-03 11:04:17,551 Segmentron INFO: Epoch: 24/400 || Iters: 72/156 || Lr: 0.009471 || Loss: 0.0390 || Loss_b: 0.1384 || Cost Time: 1:00:12 || Estimated Time: 16:06:16 2020-11-03 11:04:25,822 Segmentron INFO: Epoch: 24/400 || Iters: 82/156 || Lr: 0.009469 || Loss: 0.0230 || Loss_b: 0.1037 || Cost Time: 1:00:20 || Estimated Time: 16:05:41 2020-11-03 11:04:34,683 Segmentron INFO: Epoch: 24/400 || Iters: 92/156 || Lr: 0.009468 || Loss: 0.0441 || Loss_b: 0.1136 || Cost Time: 1:00:29 || Estimated Time: 16:05:15 2020-11-03 11:04:44,316 Segmentron INFO: Epoch: 24/400 || Iters: 102/156 || Lr: 0.009466 || Loss: 0.0583 || Loss_b: 0.1224 || Cost Time: 1:00:39 || Estimated Time: 16:05:01 2020-11-03 11:04:55,209 Segmentron INFO: Epoch: 24/400 || Iters: 112/156 || Lr: 0.009465 || Loss: 0.0428 || Loss_b: 0.1373 || Cost Time: 1:00:50 || Estimated Time: 16:05:08 2020-11-03 11:05:05,696 Segmentron INFO: Epoch: 24/400 || Iters: 122/156 || Lr: 0.009463 || Loss: 0.0254 || Loss_b: 0.1140 || Cost Time: 1:01:00 || Estimated Time: 16:05:08 2020-11-03 11:05:16,032 Segmentron INFO: Epoch: 24/400 || Iters: 132/156 || Lr: 0.009462 || Loss: 0.0259 || Loss_b: 0.1139 || Cost Time: 1:01:10 || Estimated Time: 16:05:05 2020-11-03 11:05:25,569 Segmentron INFO: Epoch: 24/400 || Iters: 142/156 || Lr: 0.009460 || Loss: 0.0565 || Loss_b: 0.1384 || Cost Time: 1:01:20 || Estimated Time: 16:04:50 2020-11-03 11:05:34,055 Segmentron INFO: Epoch: 24/400 || Iters: 152/156 || Lr: 0.009459 || Loss: 0.0304 || Loss_b: 0.1223 || Cost Time: 1:01:28 || Estimated Time: 16:04:19 2020-11-03 11:05:38,402 Segmentron INFO: Epoch 24 model saved in: workdir/a2-2-3-400e/24.pth 2020-11-03 11:05:43,448 Segmentron INFO: Epoch: 25/400 || Iters: 6/156 || Lr: 0.009457 || Loss: 0.0586 || Loss_b: 0.1451 || Cost Time: 1:01:38 || Estimated Time: 16:04:02 2020-11-03 11:05:57,231 Segmentron INFO: Epoch: 25/400 || Iters: 16/156 || Lr: 0.009456 || Loss: 0.0305 || Loss_b: 0.1068 || Cost Time: 1:01:52 || Estimated Time: 16:04:53 2020-11-03 11:06:05,071 Segmentron INFO: Epoch: 25/400 || Iters: 26/156 || Lr: 0.009455 || Loss: 0.0293 || Loss_b: 0.1170 || Cost Time: 1:01:59 || Estimated Time: 16:04:11 2020-11-03 11:06:14,708 Segmentron INFO: Epoch: 25/400 || Iters: 36/156 || Lr: 0.009453 || Loss: 0.0244 || Loss_b: 0.1138 || Cost Time: 1:02:09 || Estimated Time: 16:03:58 2020-11-03 11:06:25,355 Segmentron INFO: Epoch: 25/400 || Iters: 46/156 || Lr: 0.009452 || Loss: 0.0374 || Loss_b: 0.1323 || Cost Time: 1:02:20 || Estimated Time: 16:04:00 2020-11-03 11:06:34,031 Segmentron INFO: Epoch: 25/400 || Iters: 56/156 || Lr: 0.009450 || Loss: 0.0295 || Loss_b: 0.1126 || Cost Time: 1:02:28 || Estimated Time: 16:03:32 2020-11-03 11:06:42,921 Segmentron INFO: Epoch: 25/400 || Iters: 66/156 || Lr: 0.009449 || Loss: 0.0250 || Loss_b: 0.6800 || Cost Time: 1:02:37 || Estimated Time: 16:03:07 2020-11-03 11:06:51,875 Segmentron INFO: Epoch: 25/400 || Iters: 76/156 || Lr: 0.009447 || Loss: 0.0247 || Loss_b: 0.2664 || Cost Time: 1:02:46 || Estimated Time: 16:02:43 2020-11-03 11:07:01,828 Segmentron INFO: Epoch: 25/400 || Iters: 86/156 || Lr: 0.009446 || Loss: 0.0190 || Loss_b: 0.0992 || Cost Time: 1:02:56 || Estimated Time: 16:02:35 2020-11-03 11:07:11,852 Segmentron INFO: Epoch: 25/400 || Iters: 96/156 || Lr: 0.009444 || Loss: 0.0262 || Loss_b: 0.1239 || Cost Time: 1:03:06 || Estimated Time: 16:02:27 2020-11-03 11:07:22,436 Segmentron INFO: Epoch: 25/400 || Iters: 106/156 || Lr: 0.009443 || Loss: 0.0283 || Loss_b: 0.1222 || Cost Time: 1:03:17 || Estimated Time: 16:02:29 2020-11-03 11:07:33,694 Segmentron INFO: Epoch: 25/400 || Iters: 116/156 || Lr: 0.009442 || Loss: 0.0390 || Loss_b: 0.1361 || Cost Time: 1:03:28 || Estimated Time: 16:02:40 2020-11-03 11:07:42,105 Segmentron INFO: Epoch: 25/400 || Iters: 126/156 || Lr: 0.009440 || Loss: 0.0293 || Loss_b: 0.1254 || Cost Time: 1:03:37 || Estimated Time: 16:02:08 2020-11-03 11:07:52,755 Segmentron INFO: Epoch: 25/400 || Iters: 136/156 || Lr: 0.009439 || Loss: 0.0328 || Loss_b: 0.1282 || Cost Time: 1:03:47 || Estimated Time: 16:02:10 2020-11-03 11:08:04,164 Segmentron INFO: Epoch: 25/400 || Iters: 146/156 || Lr: 0.009437 || Loss: 0.0300 || Loss_b: 0.1230 || Cost Time: 1:03:59 || Estimated Time: 16:02:23 2020-11-03 11:08:12,375 Segmentron INFO: Epoch: 25/400 || Iters: 0/156 || Lr: 0.009436 || Loss: 0.0202 || Loss_b: 0.1027 || Cost Time: 1:04:07 || Estimated Time: 16:01:49 2020-11-03 11:08:13,073 Segmentron INFO: Epoch 25 model saved in: workdir/a2-2-3-400e/25.pth 2020-11-03 11:08:21,522 Segmentron INFO: Epoch: 26/400 || Iters: 10/156 || Lr: 0.009434 || Loss: 0.0247 || Loss_b: 0.1112 || Cost Time: 1:04:16 || Estimated Time: 16:01:28 2020-11-03 11:08:30,423 Segmentron INFO: Epoch: 26/400 || Iters: 20/156 || Lr: 0.009433 || Loss: 0.0223 || Loss_b: 0.1129 || Cost Time: 1:04:25 || Estimated Time: 16:01:04 2020-11-03 11:08:39,590 Segmentron INFO: Epoch: 26/400 || Iters: 30/156 || Lr: 0.009431 || Loss: 0.0383 || Loss_b: 0.1215 || Cost Time: 1:04:34 || Estimated Time: 16:00:44 2020-11-03 11:08:48,843 Segmentron INFO: Epoch: 26/400 || Iters: 40/156 || Lr: 0.009430 || Loss: 0.0247 || Loss_b: 0.1139 || Cost Time: 1:04:43 || Estimated Time: 16:00:25 2020-11-03 11:08:58,453 Segmentron INFO: Epoch: 26/400 || Iters: 50/156 || Lr: 0.009428 || Loss: 0.0303 || Loss_b: 0.1095 || Cost Time: 1:04:53 || Estimated Time: 16:00:11 2020-11-03 11:09:09,344 Segmentron INFO: Epoch: 26/400 || Iters: 60/156 || Lr: 0.009427 || Loss: 0.0224 || Loss_b: 0.1231 || Cost Time: 1:05:04 || Estimated Time: 16:00:17 2020-11-03 11:09:19,350 Segmentron INFO: Epoch: 26/400 || Iters: 70/156 || Lr: 0.009426 || Loss: 0.0485 || Loss_b: 0.1551 || Cost Time: 1:05:14 || Estimated Time: 16:00:09 2020-11-03 11:09:29,274 Segmentron INFO: Epoch: 26/400 || Iters: 80/156 || Lr: 0.009424 || Loss: 0.0561 || Loss_b: 0.1567 || Cost Time: 1:05:24 || Estimated Time: 16:00:00 2020-11-03 11:09:38,386 Segmentron INFO: Epoch: 26/400 || Iters: 90/156 || Lr: 0.009423 || Loss: 0.0313 || Loss_b: 0.1114 || Cost Time: 1:05:33 || Estimated Time: 15:59:39 2020-11-03 11:09:47,264 Segmentron INFO: Epoch: 26/400 || Iters: 100/156 || Lr: 0.009421 || Loss: 0.0268 || Loss_b: 0.1168 || Cost Time: 1:05:42 || Estimated Time: 15:59:15 2020-11-03 11:09:58,931 Segmentron INFO: Epoch: 26/400 || Iters: 110/156 || Lr: 0.009420 || Loss: 0.0263 || Loss_b: 0.1163 || Cost Time: 1:05:53 || Estimated Time: 15:59:32 2020-11-03 11:10:09,412 Segmentron INFO: Epoch: 26/400 || Iters: 120/156 || Lr: 0.009418 || Loss: 0.0392 || Loss_b: 0.1170 || Cost Time: 1:06:04 || Estimated Time: 15:59:31 2020-11-03 11:10:18,460 Segmentron INFO: Epoch: 26/400 || Iters: 130/156 || Lr: 0.009417 || Loss: 0.0439 || Loss_b: 0.1551 || Cost Time: 1:06:13 || Estimated Time: 15:59:09 2020-11-03 11:10:28,619 Segmentron INFO: Epoch: 26/400 || Iters: 140/156 || Lr: 0.009415 || Loss: 0.0296 || Loss_b: 0.1152 || Cost Time: 1:06:23 || Estimated Time: 15:59:04 2020-11-03 11:10:37,556 Segmentron INFO: Epoch: 26/400 || Iters: 150/156 || Lr: 0.009414 || Loss: 0.0268 || Loss_b: 0.1165 || Cost Time: 1:06:32 || Estimated Time: 15:58:40 2020-11-03 11:10:45,543 Segmentron INFO: Epoch 26 model saved in: workdir/a2-2-3-400e/26.pth 2020-11-03 11:10:48,495 Segmentron INFO: Epoch: 27/400 || Iters: 4/156 || Lr: 0.009412 || Loss: 0.0257 || Loss_b: 0.1036 || Cost Time: 1:06:43 || Estimated Time: 15:58:46 2020-11-03 11:10:58,201 Segmentron INFO: Epoch: 27/400 || Iters: 14/156 || Lr: 0.009411 || Loss: 0.0229 || Loss_b: 0.1126 || Cost Time: 1:06:53 || Estimated Time: 15:58:34 2020-11-03 11:11:07,750 Segmentron INFO: Epoch: 27/400 || Iters: 24/156 || Lr: 0.009410 || Loss: 0.0288 || Loss_b: 0.1151 || Cost Time: 1:07:02 || Estimated Time: 15:58:20 2020-11-03 11:11:17,414 Segmentron INFO: Epoch: 27/400 || Iters: 34/156 || Lr: 0.009408 || Loss: 0.0309 || Loss_b: 0.1189 || Cost Time: 1:07:12 || Estimated Time: 15:58:07 2020-11-03 11:11:26,271 Segmentron INFO: Epoch: 27/400 || Iters: 44/156 || Lr: 0.009407 || Loss: 0.0257 || Loss_b: 0.1217 || Cost Time: 1:07:21 || Estimated Time: 15:57:43 2020-11-03 11:11:35,181 Segmentron INFO: Epoch: 27/400 || Iters: 54/156 || Lr: 0.009405 || Loss: 0.0416 || Loss_b: 0.1307 || Cost Time: 1:07:30 || Estimated Time: 15:57:20 2020-11-03 11:11:47,501 Segmentron INFO: Epoch: 27/400 || Iters: 64/156 || Lr: 0.009404 || Loss: 0.0346 || Loss_b: 0.1473 || Cost Time: 1:07:42 || Estimated Time: 15:57:45 2020-11-03 11:11:56,391 Segmentron INFO: Epoch: 27/400 || Iters: 74/156 || Lr: 0.009402 || Loss: 0.0391 || Loss_b: 0.1404 || Cost Time: 1:07:51 || Estimated Time: 15:57:21 2020-11-03 11:12:05,062 Segmentron INFO: Epoch: 27/400 || Iters: 84/156 || Lr: 0.009401 || Loss: 0.0322 || Loss_b: 0.1281 || Cost Time: 1:07:59 || Estimated Time: 15:56:55 2020-11-03 11:12:14,921 Segmentron INFO: Epoch: 27/400 || Iters: 94/156 || Lr: 0.009399 || Loss: 0.0284 || Loss_b: 0.1108 || Cost Time: 1:08:09 || Estimated Time: 15:56:45 2020-11-03 11:12:23,916 Segmentron INFO: Epoch: 27/400 || Iters: 104/156 || Lr: 0.009398 || Loss: 0.0352 || Loss_b: 0.1185 || Cost Time: 1:08:18 || Estimated Time: 15:56:23 2020-11-03 11:12:34,767 Segmentron INFO: Epoch: 27/400 || Iters: 114/156 || Lr: 0.009396 || Loss: 0.0215 || Loss_b: 0.1085 || Cost Time: 1:08:29 || Estimated Time: 15:56:27 2020-11-03 11:12:44,907 Segmentron INFO: Epoch: 27/400 || Iters: 124/156 || Lr: 0.009395 || Loss: 0.0349 || Loss_b: 0.1232 || Cost Time: 1:08:39 || Estimated Time: 15:56:21 2020-11-03 11:12:56,967 Segmentron INFO: Epoch: 27/400 || Iters: 134/156 || Lr: 0.009394 || Loss: 0.0376 || Loss_b: 0.6950 || Cost Time: 1:08:51 || Estimated Time: 15:56:42 2020-11-03 11:13:04,862 Segmentron INFO: Epoch: 27/400 || Iters: 144/156 || Lr: 0.009392 || Loss: 0.0300 || Loss_b: 0.3304 || Cost Time: 1:08:59 || Estimated Time: 15:56:05 2020-11-03 11:13:15,235 Segmentron INFO: Epoch: 27/400 || Iters: 154/156 || Lr: 0.009391 || Loss: 0.0235 || Loss_b: 0.3073 || Cost Time: 1:09:10 || Estimated Time: 15:56:02 2020-11-03 11:13:17,742 Segmentron INFO: Epoch 27 model saved in: workdir/a2-2-3-400e/27.pth 2020-11-03 11:13:24,881 Segmentron INFO: Epoch: 28/400 || Iters: 8/156 || Lr: 0.009389 || Loss: 0.0257 || Loss_b: 0.1705 || Cost Time: 1:09:19 || Estimated Time: 15:55:49 2020-11-03 11:13:35,505 Segmentron INFO: Epoch: 28/400 || Iters: 18/156 || Lr: 0.009388 || Loss: 0.0300 || Loss_b: 0.1229 || Cost Time: 1:09:30 || Estimated Time: 15:55:50 2020-11-03 11:13:45,802 Segmentron INFO: Epoch: 28/400 || Iters: 28/156 || Lr: 0.009386 || Loss: 0.0359 || Loss_b: 0.1482 || Cost Time: 1:09:40 || Estimated Time: 15:55:46 2020-11-03 11:13:54,257 Segmentron INFO: Epoch: 28/400 || Iters: 38/156 || Lr: 0.009385 || Loss: 0.0381 || Loss_b: 0.1324 || Cost Time: 1:09:49 || Estimated Time: 15:55:17 2020-11-03 11:14:03,374 Segmentron INFO: Epoch: 28/400 || Iters: 48/156 || Lr: 0.009383 || Loss: 0.0320 || Loss_b: 0.1276 || Cost Time: 1:09:58 || Estimated Time: 15:54:57 2020-11-03 11:14:12,693 Segmentron INFO: Epoch: 28/400 || Iters: 58/156 || Lr: 0.009382 || Loss: 0.0311 || Loss_b: 0.1433 || Cost Time: 1:10:07 || Estimated Time: 15:54:40 2020-11-03 11:14:21,925 Segmentron INFO: Epoch: 28/400 || Iters: 68/156 || Lr: 0.009381 || Loss: 0.0322 || Loss_b: 0.1340 || Cost Time: 1:10:16 || Estimated Time: 15:54:22 2020-11-03 11:14:33,538 Segmentron INFO: Epoch: 28/400 || Iters: 78/156 || Lr: 0.009379 || Loss: 0.0280 || Loss_b: 0.1455 || Cost Time: 1:10:28 || Estimated Time: 15:54:36 2020-11-03 11:14:42,154 Segmentron INFO: Epoch: 28/400 || Iters: 88/156 || Lr: 0.009378 || Loss: 0.0283 || Loss_b: 0.1273 || Cost Time: 1:10:37 || Estimated Time: 15:54:09 2020-11-03 11:14:52,245 Segmentron INFO: Epoch: 28/400 || Iters: 98/156 || Lr: 0.009376 || Loss: 0.0358 || Loss_b: 0.1306 || Cost Time: 1:10:47 || Estimated Time: 15:54:02 2020-11-03 11:15:01,656 Segmentron INFO: Epoch: 28/400 || Iters: 108/156 || Lr: 0.009375 || Loss: 0.0312 || Loss_b: 0.1266 || Cost Time: 1:10:56 || Estimated Time: 15:53:46 2020-11-03 11:15:11,158 Segmentron INFO: Epoch: 28/400 || Iters: 118/156 || Lr: 0.009373 || Loss: 0.0339 || Loss_b: 0.1453 || Cost Time: 1:11:06 || Estimated Time: 15:53:32 2020-11-03 11:15:21,082 Segmentron INFO: Epoch: 28/400 || Iters: 128/156 || Lr: 0.009372 || Loss: 0.0339 || Loss_b: 0.1082 || Cost Time: 1:11:15 || Estimated Time: 15:53:23 2020-11-03 11:15:31,303 Segmentron INFO: Epoch: 28/400 || Iters: 138/156 || Lr: 0.009370 || Loss: 0.0340 || Loss_b: 0.1190 || Cost Time: 1:11:26 || Estimated Time: 15:53:18 2020-11-03 11:15:41,712 Segmentron INFO: Epoch: 28/400 || Iters: 148/156 || Lr: 0.009369 || Loss: 0.0389 || Loss_b: 0.1277 || Cost Time: 1:11:36 || Estimated Time: 15:53:16 2020-11-03 11:15:50,730 Segmentron INFO: Epoch 28 model saved in: workdir/a2-2-3-400e/28.pth 2020-11-03 11:15:52,479 Segmentron INFO: Epoch: 29/400 || Iters: 2/156 || Lr: 0.009367 || Loss: 0.0303 || Loss_b: 0.1126 || Cost Time: 1:11:47 || Estimated Time: 15:53:18 2020-11-03 11:16:00,732 Segmentron INFO: Epoch: 29/400 || Iters: 12/156 || Lr: 0.009366 || Loss: 0.0709 || Loss_b: 0.1125 || Cost Time: 1:11:55 || Estimated Time: 15:52:47 2020-11-03 11:16:11,042 Segmentron INFO: Epoch: 29/400 || Iters: 22/156 || Lr: 0.009365 || Loss: 0.0444 || Loss_b: 0.1226 || Cost Time: 1:12:05 || Estimated Time: 15:52:43 2020-11-03 11:16:19,968 Segmentron INFO: Epoch: 29/400 || Iters: 32/156 || Lr: 0.009363 || Loss: 0.0482 || Loss_b: 0.1445 || Cost Time: 1:12:14 || Estimated Time: 15:52:21 2020-11-03 11:16:29,272 Segmentron INFO: Epoch: 29/400 || Iters: 42/156 || Lr: 0.009362 || Loss: 0.0274 || Loss_b: 0.1060 || Cost Time: 1:12:24 || Estimated Time: 15:52:04 2020-11-03 11:16:40,339 Segmentron INFO: Epoch: 29/400 || Iters: 52/156 || Lr: 0.009360 || Loss: 0.0219 || Loss_b: 0.0967 || Cost Time: 1:12:35 || Estimated Time: 15:52:10 2020-11-03 11:16:49,427 Segmentron INFO: Epoch: 29/400 || Iters: 62/156 || Lr: 0.009359 || Loss: 0.0266 || Loss_b: 0.1042 || Cost Time: 1:12:44 || Estimated Time: 15:51:50 2020-11-03 11:16:59,033 Segmentron INFO: Epoch: 29/400 || Iters: 72/156 || Lr: 0.009357 || Loss: 0.0272 || Loss_b: 0.1106 || Cost Time: 1:12:53 || Estimated Time: 15:51:37 2020-11-03 11:17:08,054 Segmentron INFO: Epoch: 29/400 || Iters: 82/156 || Lr: 0.009356 || Loss: 0.0301 || Loss_b: 0.1076 || Cost Time: 1:13:02 || Estimated Time: 15:51:16 2020-11-03 11:17:18,592 Segmentron INFO: Epoch: 29/400 || Iters: 92/156 || Lr: 0.009354 || Loss: 0.0141 || Loss_b: 0.0836 || Cost Time: 1:13:13 || Estimated Time: 15:51:15 2020-11-03 11:17:29,332 Segmentron INFO: Epoch: 29/400 || Iters: 102/156 || Lr: 0.009353 || Loss: 0.0266 || Loss_b: 0.1108 || Cost Time: 1:13:24 || Estimated Time: 15:51:17 2020-11-03 11:17:38,330 Segmentron INFO: Epoch: 29/400 || Iters: 112/156 || Lr: 0.009351 || Loss: 0.0313 || Loss_b: 0.1201 || Cost Time: 1:13:33 || Estimated Time: 15:50:56 2020-11-03 11:17:47,360 Segmentron INFO: Epoch: 29/400 || Iters: 122/156 || Lr: 0.009350 || Loss: 0.0387 || Loss_b: 0.1294 || Cost Time: 1:13:42 || Estimated Time: 15:50:36 2020-11-03 11:17:57,551 Segmentron INFO: Epoch: 29/400 || Iters: 132/156 || Lr: 0.009349 || Loss: 0.0226 || Loss_b: 0.1070 || Cost Time: 1:13:52 || Estimated Time: 15:50:30 2020-11-03 11:18:07,234 Segmentron INFO: Epoch: 29/400 || Iters: 142/156 || Lr: 0.009347 || Loss: 0.0299 || Loss_b: 0.1142 || Cost Time: 1:14:02 || Estimated Time: 15:50:18 2020-11-03 11:18:16,665 Segmentron INFO: Epoch: 29/400 || Iters: 152/156 || Lr: 0.009346 || Loss: 0.0250 || Loss_b: 0.1103 || Cost Time: 1:14:11 || Estimated Time: 15:50:03 2020-11-03 11:18:20,887 Segmentron INFO: Epoch 29 model saved in: workdir/a2-2-3-400e/29.pth 2020-11-03 11:18:26,312 Segmentron INFO: Epoch: 30/400 || Iters: 6/156 || Lr: 0.009344 || Loss: 0.0206 || Loss_b: 0.1001 || Cost Time: 1:14:21 || Estimated Time: 15:49:51 2020-11-03 11:18:36,457 Segmentron INFO: Epoch: 30/400 || Iters: 16/156 || Lr: 0.009343 || Loss: 0.0295 || Loss_b: 0.1449 || Cost Time: 1:14:31 || Estimated Time: 15:49:45 2020-11-03 11:18:46,133 Segmentron INFO: Epoch: 30/400 || Iters: 26/156 || Lr: 0.009341 || Loss: 0.0357 || Loss_b: 0.1285 || Cost Time: 1:14:41 || Estimated Time: 15:49:33 2020-11-03 11:18:54,987 Segmentron INFO: Epoch: 30/400 || Iters: 36/156 || Lr: 0.009340 || Loss: 0.0438 || Loss_b: 0.1275 || Cost Time: 1:14:49 || Estimated Time: 15:49:10 2020-11-03 11:19:04,317 Segmentron INFO: Epoch: 30/400 || Iters: 46/156 || Lr: 0.009338 || Loss: 0.0410 || Loss_b: 0.1210 || Cost Time: 1:14:59 || Estimated Time: 15:48:54 2020-11-03 11:19:14,406 Segmentron INFO: Epoch: 30/400 || Iters: 56/156 || Lr: 0.009337 || Loss: 0.0222 || Loss_b: 0.1166 || Cost Time: 1:15:09 || Estimated Time: 15:48:47 2020-11-03 11:19:23,578 Segmentron INFO: Epoch: 30/400 || Iters: 66/156 || Lr: 0.009335 || Loss: 0.0298 || Loss_b: 0.1153 || Cost Time: 1:15:18 || Estimated Time: 15:48:29 2020-11-03 11:19:32,599 Segmentron INFO: Epoch: 30/400 || Iters: 76/156 || Lr: 0.009334 || Loss: 0.0254 || Loss_b: 0.1305 || Cost Time: 1:15:27 || Estimated Time: 15:48:08 2020-11-03 11:19:42,414 Segmentron INFO: Epoch: 30/400 || Iters: 86/156 || Lr: 0.009333 || Loss: 0.0347 || Loss_b: 0.1260 || Cost Time: 1:15:37 || Estimated Time: 15:47:58 2020-11-03 11:19:53,230 Segmentron INFO: Epoch: 30/400 || Iters: 96/156 || Lr: 0.009331 || Loss: 0.0254 || Loss_b: 0.1134 || Cost Time: 1:15:48 || Estimated Time: 15:48:01 2020-11-03 11:20:02,197 Segmentron INFO: Epoch: 30/400 || Iters: 106/156 || Lr: 0.009330 || Loss: 0.0291 || Loss_b: 0.1280 || Cost Time: 1:15:57 || Estimated Time: 15:47:40 2020-11-03 11:20:15,451 Segmentron INFO: Epoch: 30/400 || Iters: 116/156 || Lr: 0.009328 || Loss: 0.0193 || Loss_b: 0.0956 || Cost Time: 1:16:10 || Estimated Time: 15:48:12 2020-11-03 11:20:23,696 Segmentron INFO: Epoch: 30/400 || Iters: 126/156 || Lr: 0.009327 || Loss: 0.0253 || Loss_b: 0.1034 || Cost Time: 1:16:18 || Estimated Time: 15:47:43 2020-11-03 11:20:36,436 Segmentron INFO: Epoch: 30/400 || Iters: 136/156 || Lr: 0.009325 || Loss: 0.0251 || Loss_b: 0.1040 || Cost Time: 1:16:31 || Estimated Time: 15:48:09 2020-11-03 11:20:45,198 Segmentron INFO: Epoch: 30/400 || Iters: 146/156 || Lr: 0.009324 || Loss: 0.0242 || Loss_b: 0.1060 || Cost Time: 1:16:40 || Estimated Time: 15:47:45 2020-11-03 11:20:53,744 Segmentron INFO: Epoch: 30/400 || Iters: 0/156 || Lr: 0.009322 || Loss: 0.0286 || Loss_b: 0.1312 || Cost Time: 1:16:48 || Estimated Time: 15:47:19 2020-11-03 11:20:54,383 Segmentron INFO: Epoch 30 model saved in: workdir/a2-2-3-400e/30.pth 2020-11-03 11:21:06,991 Segmentron INFO: Epoch: 31/400 || Iters: 10/156 || Lr: 0.009321 || Loss: 0.0372 || Loss_b: 0.1453 || Cost Time: 1:17:01 || Estimated Time: 15:47:51 2020-11-03 11:21:15,877 Segmentron INFO: Epoch: 31/400 || Iters: 20/156 || Lr: 0.009319 || Loss: 0.0220 || Loss_b: 0.1084 || Cost Time: 1:17:10 || Estimated Time: 15:47:30 2020-11-03 11:21:24,168 Segmentron INFO: Epoch: 31/400 || Iters: 30/156 || Lr: 0.009318 || Loss: 0.0339 || Loss_b: 0.1043 || Cost Time: 1:17:19 || Estimated Time: 15:47:01 2020-11-03 11:21:33,149 Segmentron INFO: Epoch: 31/400 || Iters: 40/156 || Lr: 0.009317 || Loss: 0.0176 || Loss_b: 0.0996 || Cost Time: 1:17:28 || Estimated Time: 15:46:40 2020-11-03 11:21:44,021 Segmentron INFO: Epoch: 31/400 || Iters: 50/156 || Lr: 0.009315 || Loss: 0.0225 || Loss_b: 0.1009 || Cost Time: 1:17:38 || Estimated Time: 15:46:43 2020-11-03 11:21:53,854 Segmentron INFO: Epoch: 31/400 || Iters: 60/156 || Lr: 0.009314 || Loss: 0.0316 || Loss_b: 0.1185 || Cost Time: 1:17:48 || Estimated Time: 15:46:33 2020-11-03 11:22:02,955 Segmentron INFO: Epoch: 31/400 || Iters: 70/156 || Lr: 0.009312 || Loss: 0.0299 || Loss_b: 0.1179 || Cost Time: 1:17:57 || Estimated Time: 15:46:14 2020-11-03 11:22:12,142 Segmentron INFO: Epoch: 31/400 || Iters: 80/156 || Lr: 0.009311 || Loss: 0.0242 || Loss_b: 0.1003 || Cost Time: 1:18:07 || Estimated Time: 15:45:56 2020-11-03 11:22:21,427 Segmentron INFO: Epoch: 31/400 || Iters: 90/156 || Lr: 0.009309 || Loss: 0.0291 || Loss_b: 0.1118 || Cost Time: 1:18:16 || Estimated Time: 15:45:39 2020-11-03 11:22:31,195 Segmentron INFO: Epoch: 31/400 || Iters: 100/156 || Lr: 0.009308 || Loss: 0.0287 || Loss_b: 0.1053 || Cost Time: 1:18:26 || Estimated Time: 15:45:29 2020-11-03 11:22:42,473 Segmentron INFO: Epoch: 31/400 || Iters: 110/156 || Lr: 0.009306 || Loss: 0.0238 || Loss_b: 0.1078 || Cost Time: 1:18:37 || Estimated Time: 15:45:36 2020-11-03 11:22:51,517 Segmentron INFO: Epoch: 31/400 || Iters: 120/156 || Lr: 0.009305 || Loss: 0.0333 || Loss_b: 0.1149 || Cost Time: 1:18:46 || Estimated Time: 15:45:16 2020-11-03 11:23:01,699 Segmentron INFO: Epoch: 31/400 || Iters: 130/156 || Lr: 0.009303 || Loss: 0.0347 || Loss_b: 0.1201 || Cost Time: 1:18:56 || Estimated Time: 15:45:11 2020-11-03 11:23:10,485 Segmentron INFO: Epoch: 31/400 || Iters: 140/156 || Lr: 0.009302 || Loss: 0.0266 || Loss_b: 0.1058 || Cost Time: 1:19:05 || Estimated Time: 15:44:48 2020-11-03 11:23:20,503 Segmentron INFO: Epoch: 31/400 || Iters: 150/156 || Lr: 0.009301 || Loss: 0.0200 || Loss_b: 0.1020 || Cost Time: 1:19:15 || Estimated Time: 15:44:40 2020-11-03 11:23:27,371 Segmentron INFO: Epoch 31 model saved in: workdir/a2-2-3-400e/31.pth 2020-11-03 11:23:31,149 Segmentron INFO: Epoch: 32/400 || Iters: 4/156 || Lr: 0.009299 || Loss: 0.0250 || Loss_b: 0.1026 || Cost Time: 1:19:26 || Estimated Time: 15:44:40 2020-11-03 11:23:40,151 Segmentron INFO: Epoch: 32/400 || Iters: 14/156 || Lr: 0.009298 || Loss: 0.0230 || Loss_b: 0.0989 || Cost Time: 1:19:35 || Estimated Time: 15:44:20 2020-11-03 11:23:48,771 Segmentron INFO: Epoch: 32/400 || Iters: 24/156 || Lr: 0.009296 || Loss: 0.0281 || Loss_b: 0.1174 || Cost Time: 1:19:43 || Estimated Time: 15:43:56 2020-11-03 11:24:03,550 Segmentron INFO: Epoch: 32/400 || Iters: 34/156 || Lr: 0.009295 || Loss: 0.0293 || Loss_b: 0.1384 || Cost Time: 1:19:58 || Estimated Time: 15:44:44 2020-11-03 11:24:12,786 Segmentron INFO: Epoch: 32/400 || Iters: 44/156 || Lr: 0.009293 || Loss: 0.0333 || Loss_b: 0.1082 || Cost Time: 1:20:07 || Estimated Time: 15:44:27 2020-11-03 11:24:22,071 Segmentron INFO: Epoch: 32/400 || Iters: 54/156 || Lr: 0.009292 || Loss: 0.0263 || Loss_b: 0.0989 || Cost Time: 1:20:16 || Estimated Time: 15:44:11 2020-11-03 11:24:32,778 Segmentron INFO: Epoch: 32/400 || Iters: 64/156 || Lr: 0.009290 || Loss: 0.0208 || Loss_b: 0.1013 || Cost Time: 1:20:27 || Estimated Time: 15:44:11 2020-11-03 11:24:41,457 Segmentron INFO: Epoch: 32/400 || Iters: 74/156 || Lr: 0.009289 || Loss: 0.0291 || Loss_b: 0.1011 || Cost Time: 1:20:36 || Estimated Time: 15:43:47 2020-11-03 11:24:51,009 Segmentron INFO: Epoch: 32/400 || Iters: 84/156 || Lr: 0.009288 || Loss: 0.0279 || Loss_b: 0.1116 || Cost Time: 1:20:45 || Estimated Time: 15:43:34 2020-11-03 11:25:00,725 Segmentron INFO: Epoch: 32/400 || Iters: 94/156 || Lr: 0.009286 || Loss: 0.0313 || Loss_b: 0.1132 || Cost Time: 1:20:55 || Estimated Time: 15:43:22 2020-11-03 11:25:09,873 Segmentron INFO: Epoch: 32/400 || Iters: 104/156 || Lr: 0.009285 || Loss: 0.0297 || Loss_b: 0.1304 || Cost Time: 1:21:04 || Estimated Time: 15:43:04 2020-11-03 11:25:20,082 Segmentron INFO: Epoch: 32/400 || Iters: 114/156 || Lr: 0.009283 || Loss: 0.0138 || Loss_b: 0.0822 || Cost Time: 1:21:14 || Estimated Time: 15:42:59 2020-11-03 11:25:29,226 Segmentron INFO: Epoch: 32/400 || Iters: 124/156 || Lr: 0.009282 || Loss: 0.0199 || Loss_b: 0.1061 || Cost Time: 1:21:24 || Estimated Time: 15:42:41 2020-11-03 11:25:38,732 Segmentron INFO: Epoch: 32/400 || Iters: 134/156 || Lr: 0.009280 || Loss: 0.0237 || Loss_b: 0.1048 || Cost Time: 1:21:33 || Estimated Time: 15:42:27 2020-11-03 11:25:48,314 Segmentron INFO: Epoch: 32/400 || Iters: 144/156 || Lr: 0.009279 || Loss: 0.0324 || Loss_b: 0.1133 || Cost Time: 1:21:43 || Estimated Time: 15:42:14 2020-11-03 11:25:57,637 Segmentron INFO: Epoch: 32/400 || Iters: 154/156 || Lr: 0.009277 || Loss: 0.0223 || Loss_b: 0.1014 || Cost Time: 1:21:52 || Estimated Time: 15:41:58 2020-11-03 11:26:00,478 Segmentron INFO: Epoch 32 model saved in: workdir/a2-2-3-400e/32.pth 2020-11-03 11:26:08,038 Segmentron INFO: Epoch: 33/400 || Iters: 8/156 || Lr: 0.009276 || Loss: 0.0302 || Loss_b: 0.1155 || Cost Time: 1:22:02 || Estimated Time: 15:41:55 2020-11-03 11:26:16,655 Segmentron INFO: Epoch: 33/400 || Iters: 18/156 || Lr: 0.009274 || Loss: 0.0243 || Loss_b: 0.0959 || Cost Time: 1:22:11 || Estimated Time: 15:41:31 2020-11-03 11:26:27,987 Segmentron INFO: Epoch: 33/400 || Iters: 28/156 || Lr: 0.009273 || Loss: 0.0316 || Loss_b: 0.1127 || Cost Time: 1:22:22 || Estimated Time: 15:41:38 2020-11-03 11:26:41,247 Segmentron INFO: Epoch: 33/400 || Iters: 38/156 || Lr: 0.009272 || Loss: 0.0313 || Loss_b: 0.1123 || Cost Time: 1:22:36 || Estimated Time: 15:42:07 2020-11-03 11:26:48,824 Segmentron INFO: Epoch: 33/400 || Iters: 48/156 || Lr: 0.009270 || Loss: 0.0256 || Loss_b: 0.1148 || Cost Time: 1:22:43 || Estimated Time: 15:41:31 2020-11-03 11:26:57,665 Segmentron INFO: Epoch: 33/400 || Iters: 58/156 || Lr: 0.009269 || Loss: 0.0204 || Loss_b: 0.0899 || Cost Time: 1:22:52 || Estimated Time: 15:41:10 2020-11-03 11:27:07,094 Segmentron INFO: Epoch: 33/400 || Iters: 68/156 || Lr: 0.009267 || Loss: 0.0256 || Loss_b: 0.1041 || Cost Time: 1:23:01 || Estimated Time: 15:40:55 2020-11-03 11:27:16,074 Segmentron INFO: Epoch: 33/400 || Iters: 78/156 || Lr: 0.009266 || Loss: 0.0276 || Loss_b: 0.1081 || Cost Time: 1:23:10 || Estimated Time: 15:40:36 2020-11-03 11:27:25,931 Segmentron INFO: Epoch: 33/400 || Iters: 88/156 || Lr: 0.009264 || Loss: 0.0237 || Loss_b: 0.1000 || Cost Time: 1:23:20 || Estimated Time: 15:40:26 2020-11-03 11:27:37,480 Segmentron INFO: Epoch: 33/400 || Iters: 98/156 || Lr: 0.009263 || Loss: 0.0224 || Loss_b: 0.1065 || Cost Time: 1:23:32 || Estimated Time: 15:40:35 2020-11-03 11:27:47,744 Segmentron INFO: Epoch: 33/400 || Iters: 108/156 || Lr: 0.009261 || Loss: 0.0187 || Loss_b: 0.1000 || Cost Time: 1:23:42 || Estimated Time: 15:40:30 2020-11-03 11:27:57,177 Segmentron INFO: Epoch: 33/400 || Iters: 118/156 || Lr: 0.009260 || Loss: 0.0293 || Loss_b: 0.1375 || Cost Time: 1:23:52 || Estimated Time: 15:40:16 2020-11-03 11:28:06,799 Segmentron INFO: Epoch: 33/400 || Iters: 128/156 || Lr: 0.009258 || Loss: 0.0237 || Loss_b: 0.1030 || Cost Time: 1:24:01 || Estimated Time: 15:40:03 2020-11-03 11:28:15,257 Segmentron INFO: Epoch: 33/400 || Iters: 138/156 || Lr: 0.009257 || Loss: 0.0270 || Loss_b: 0.1024 || Cost Time: 1:24:10 || Estimated Time: 15:39:38 2020-11-03 11:28:24,465 Segmentron INFO: Epoch: 33/400 || Iters: 148/156 || Lr: 0.009256 || Loss: 0.0300 || Loss_b: 0.1127 || Cost Time: 1:24:19 || Estimated Time: 15:39:21 2020-11-03 11:28:34,095 Segmentron INFO: Epoch 33 model saved in: workdir/a2-2-3-400e/33.pth 2020-11-03 11:28:35,861 Segmentron INFO: Epoch: 34/400 || Iters: 2/156 || Lr: 0.009254 || Loss: 0.0300 || Loss_b: 0.1089 || Cost Time: 1:24:30 || Estimated Time: 15:39:29 2020-11-03 11:28:44,269 Segmentron INFO: Epoch: 34/400 || Iters: 12/156 || Lr: 0.009253 || Loss: 0.0199 || Loss_b: 0.0976 || Cost Time: 1:24:39 || Estimated Time: 15:39:03 2020-11-03 11:28:53,622 Segmentron INFO: Epoch: 34/400 || Iters: 22/156 || Lr: 0.009251 || Loss: 0.0251 || Loss_b: 0.1176 || Cost Time: 1:24:48 || Estimated Time: 15:38:48 2020-11-03 11:29:02,674 Segmentron INFO: Epoch: 34/400 || Iters: 32/156 || Lr: 0.009250 || Loss: 0.0234 || Loss_b: 0.1035 || Cost Time: 1:24:57 || Estimated Time: 15:38:29 2020-11-03 11:29:12,983 Segmentron INFO: Epoch: 34/400 || Iters: 42/156 || Lr: 0.009248 || Loss: 0.0244 || Loss_b: 1.0128 || Cost Time: 1:25:07 || Estimated Time: 15:38:24 2020-11-03 11:29:23,008 Segmentron INFO: Epoch: 34/400 || Iters: 52/156 || Lr: 0.009247 || Loss: 0.0239 || Loss_b: 1.0075 || Cost Time: 1:25:17 || Estimated Time: 15:38:16 2020-11-03 11:29:33,184 Segmentron INFO: Epoch: 34/400 || Iters: 62/156 || Lr: 0.009245 || Loss: 0.0340 || Loss_b: 1.0041 || Cost Time: 1:25:28 || Estimated Time: 15:38:10 2020-11-03 11:29:43,674 Segmentron INFO: Epoch: 34/400 || Iters: 72/156 || Lr: 0.009244 || Loss: 0.0330 || Loss_b: 1.0005 || Cost Time: 1:25:38 || Estimated Time: 15:38:08 2020-11-03 11:29:54,301 Segmentron INFO: Epoch: 34/400 || Iters: 82/156 || Lr: 0.009242 || Loss: 0.0270 || Loss_b: 0.9949 || Cost Time: 1:25:49 || Estimated Time: 15:38:06 2020-11-03 11:30:03,750 Segmentron INFO: Epoch: 34/400 || Iters: 92/156 || Lr: 0.009241 || Loss: 0.0260 || Loss_b: 0.9898 || Cost Time: 1:25:58 || Estimated Time: 15:37:52 2020-11-03 11:30:12,918 Segmentron INFO: Epoch: 34/400 || Iters: 102/156 || Lr: 0.009240 || Loss: 0.0198 || Loss_b: 0.9844 || Cost Time: 1:26:07 || Estimated Time: 15:37:35 2020-11-03 11:30:22,020 Segmentron INFO: Epoch: 34/400 || Iters: 112/156 || Lr: 0.009238 || Loss: 0.0381 || Loss_b: 0.9811 || Cost Time: 1:26:16 || Estimated Time: 15:37:17 2020-11-03 11:30:31,072 Segmentron INFO: Epoch: 34/400 || Iters: 122/156 || Lr: 0.009237 || Loss: 0.0224 || Loss_b: 0.9760 || Cost Time: 1:26:25 || Estimated Time: 15:36:59 2020-11-03 11:30:40,019 Segmentron INFO: Epoch: 34/400 || Iters: 132/156 || Lr: 0.009235 || Loss: 0.0278 || Loss_b: 0.9706 || Cost Time: 1:26:34 || Estimated Time: 15:36:39 2020-11-03 11:30:50,499 Segmentron INFO: Epoch: 34/400 || Iters: 142/156 || Lr: 0.009234 || Loss: 0.0264 || Loss_b: 0.9682 || Cost Time: 1:26:45 || Estimated Time: 15:36:36 2020-11-03 11:31:00,908 Segmentron INFO: Epoch: 34/400 || Iters: 152/156 || Lr: 0.009232 || Loss: 0.0354 || Loss_b: 0.9662 || Cost Time: 1:26:55 || Estimated Time: 15:36:32 2020-11-03 11:31:05,327 Segmentron INFO: Epoch 34 model saved in: workdir/a2-2-3-400e/34.pth 2020-11-03 11:31:11,161 Segmentron INFO: Epoch: 35/400 || Iters: 6/156 || Lr: 0.009231 || Loss: 0.0194 || Loss_b: 0.9653 || Cost Time: 1:27:06 || Estimated Time: 15:36:27 2020-11-03 11:31:21,877 Segmentron INFO: Epoch: 35/400 || Iters: 16/156 || Lr: 0.009229 || Loss: 0.0189 || Loss_b: 0.9649 || Cost Time: 1:27:16 || Estimated Time: 15:36:27 2020-11-03 11:31:30,217 Segmentron INFO: Epoch: 35/400 || Iters: 26/156 || Lr: 0.009228 || Loss: 0.0174 || Loss_b: 0.9624 || Cost Time: 1:27:25 || Estimated Time: 15:36:01 2020-11-03 11:31:39,259 Segmentron INFO: Epoch: 35/400 || Iters: 36/156 || Lr: 0.009226 || Loss: 0.0217 || Loss_b: 0.9589 || Cost Time: 1:27:34 || Estimated Time: 15:35:42 2020-11-03 11:31:48,328 Segmentron INFO: Epoch: 35/400 || Iters: 46/156 || Lr: 0.009225 || Loss: 0.0197 || Loss_b: 0.9546 || Cost Time: 1:27:43 || Estimated Time: 15:35:24 2020-11-03 11:32:02,245 Segmentron INFO: Epoch: 35/400 || Iters: 56/156 || Lr: 0.009223 || Loss: 0.0251 || Loss_b: 0.9532 || Cost Time: 1:27:57 || Estimated Time: 15:35:58 2020-11-03 11:32:10,348 Segmentron INFO: Epoch: 35/400 || Iters: 66/156 || Lr: 0.009222 || Loss: 0.0341 || Loss_b: 0.9517 || Cost Time: 1:28:05 || Estimated Time: 15:35:29 2020-11-03 11:32:18,779 Segmentron INFO: Epoch: 35/400 || Iters: 76/156 || Lr: 0.009221 || Loss: 0.0227 || Loss_b: 0.9313 || Cost Time: 1:28:13 || Estimated Time: 15:35:05 2020-11-03 11:32:27,665 Segmentron INFO: Epoch: 35/400 || Iters: 86/156 || Lr: 0.009219 || Loss: 0.0237 || Loss_b: 0.9298 || Cost Time: 1:28:22 || Estimated Time: 15:34:45 2020-11-03 11:32:38,246 Segmentron INFO: Epoch: 35/400 || Iters: 96/156 || Lr: 0.009218 || Loss: 0.0232 || Loss_b: 0.8988 || Cost Time: 1:28:33 || Estimated Time: 15:34:43 2020-11-03 11:32:48,509 Segmentron INFO: Epoch: 35/400 || Iters: 106/156 || Lr: 0.009216 || Loss: 0.0373 || Loss_b: 0.8191 || Cost Time: 1:28:43 || Estimated Time: 15:34:37 2020-11-03 11:33:01,067 Segmentron INFO: Epoch: 35/400 || Iters: 116/156 || Lr: 0.009215 || Loss: 0.0301 || Loss_b: 0.8392 || Cost Time: 1:28:55 || Estimated Time: 15:34:56 2020-11-03 11:33:09,012 Segmentron INFO: Epoch: 35/400 || Iters: 126/156 || Lr: 0.009213 || Loss: 0.0274 || Loss_b: 0.9296 || Cost Time: 1:29:03 || Estimated Time: 15:34:26 2020-11-03 11:33:18,217 Segmentron INFO: Epoch: 35/400 || Iters: 136/156 || Lr: 0.009212 || Loss: 0.0223 || Loss_b: 0.8233 || Cost Time: 1:29:13 || Estimated Time: 15:34:10 2020-11-03 11:33:27,240 Segmentron INFO: Epoch: 35/400 || Iters: 146/156 || Lr: 0.009210 || Loss: 0.0303 || Loss_b: 0.7718 || Cost Time: 1:29:22 || Estimated Time: 15:33:51 2020-11-03 11:33:36,687 Segmentron INFO: Epoch: 35/400 || Iters: 0/156 || Lr: 0.009209 || Loss: 0.0379 || Loss_b: 0.9582 || Cost Time: 1:29:31 || Estimated Time: 15:33:37 2020-11-03 11:33:37,483 Segmentron INFO: Epoch 35 model saved in: workdir/a2-2-3-400e/35.pth 2020-11-03 11:33:46,508 Segmentron INFO: Epoch: 36/400 || Iters: 10/156 || Lr: 0.009207 || Loss: 0.0293 || Loss_b: 0.9676 || Cost Time: 1:29:41 || Estimated Time: 15:33:27 2020-11-03 11:33:57,139 Segmentron INFO: Epoch: 36/400 || Iters: 20/156 || Lr: 0.009206 || Loss: 0.0701 || Loss_b: 0.9610 || Cost Time: 1:29:52 || Estimated Time: 15:33:26 2020-11-03 11:34:06,573 Segmentron INFO: Epoch: 36/400 || Iters: 30/156 || Lr: 0.009205 || Loss: 0.0563 || Loss_b: 0.9510 || Cost Time: 1:30:01 || Estimated Time: 15:33:12 2020-11-03 11:34:16,865 Segmentron INFO: Epoch: 36/400 || Iters: 40/156 || Lr: 0.009203 || Loss: 0.0436 || Loss_b: 0.9282 || Cost Time: 1:30:11 || Estimated Time: 15:33:07 2020-11-03 11:34:27,621 Segmentron INFO: Epoch: 36/400 || Iters: 50/156 || Lr: 0.009202 || Loss: 0.0271 || Loss_b: 0.8289 || Cost Time: 1:30:22 || Estimated Time: 15:33:06 2020-11-03 11:34:36,119 Segmentron INFO: Epoch: 36/400 || Iters: 60/156 || Lr: 0.009200 || Loss: 0.0568 || Loss_b: 0.9276 || Cost Time: 1:30:31 || Estimated Time: 15:32:43 2020-11-03 11:34:45,743 Segmentron INFO: Epoch: 36/400 || Iters: 70/156 || Lr: 0.009199 || Loss: 0.0413 || Loss_b: 0.9872 || Cost Time: 1:30:40 || Estimated Time: 15:32:31 2020-11-03 11:34:56,114 Segmentron INFO: Epoch: 36/400 || Iters: 80/156 || Lr: 0.009197 || Loss: 0.0373 || Loss_b: 0.9918 || Cost Time: 1:30:51 || Estimated Time: 15:32:26 2020-11-03 11:35:05,428 Segmentron INFO: Epoch: 36/400 || Iters: 90/156 || Lr: 0.009196 || Loss: 0.0664 || Loss_b: 0.9908 || Cost Time: 1:31:00 || Estimated Time: 15:32:11 2020-11-03 11:35:15,336 Segmentron INFO: Epoch: 36/400 || Iters: 100/156 || Lr: 0.009194 || Loss: 0.0317 || Loss_b: 0.9909 || Cost Time: 1:31:10 || Estimated Time: 15:32:02 2020-11-03 11:35:26,037 Segmentron INFO: Epoch: 36/400 || Iters: 110/156 || Lr: 0.009193 || Loss: 0.0353 || Loss_b: 0.9910 || Cost Time: 1:31:20 || Estimated Time: 15:32:01 2020-11-03 11:35:34,604 Segmentron INFO: Epoch: 36/400 || Iters: 120/156 || Lr: 0.009191 || Loss: 0.0300 || Loss_b: 0.9884 || Cost Time: 1:31:29 || Estimated Time: 15:31:38 2020-11-03 11:35:43,135 Segmentron INFO: Epoch: 36/400 || Iters: 130/156 || Lr: 0.009190 || Loss: 0.0696 || Loss_b: 0.9896 || Cost Time: 1:31:38 || Estimated Time: 15:31:15 2020-11-03 11:35:52,675 Segmentron INFO: Epoch: 36/400 || Iters: 140/156 || Lr: 0.009189 || Loss: 0.0192 || Loss_b: 0.9842 || Cost Time: 1:31:47 || Estimated Time: 15:31:02 2020-11-03 11:36:01,790 Segmentron INFO: Epoch: 36/400 || Iters: 150/156 || Lr: 0.009187 || Loss: 0.0365 || Loss_b: 0.9826 || Cost Time: 1:31:56 || Estimated Time: 15:30:45 2020-11-03 11:36:08,118 Segmentron INFO: Epoch 36 model saved in: workdir/a2-2-3-400e/36.pth 2020-11-03 11:36:11,771 Segmentron INFO: Epoch: 37/400 || Iters: 4/156 || Lr: 0.009186 || Loss: 0.0282 || Loss_b: 0.9788 || Cost Time: 1:32:06 || Estimated Time: 15:30:37 2020-11-03 11:36:20,939 Segmentron INFO: Epoch: 37/400 || Iters: 14/156 || Lr: 0.009184 || Loss: 0.0519 || Loss_b: 0.9697 || Cost Time: 1:32:15 || Estimated Time: 15:30:20 2020-11-03 11:36:31,183 Segmentron INFO: Epoch: 37/400 || Iters: 24/156 || Lr: 0.009183 || Loss: 0.0348 || Loss_b: 0.9627 || Cost Time: 1:32:26 || Estimated Time: 15:30:14 2020-11-03 11:36:40,785 Segmentron INFO: Epoch: 37/400 || Iters: 34/156 || Lr: 0.009181 || Loss: 0.0385 || Loss_b: 0.9572 || Cost Time: 1:32:35 || Estimated Time: 15:30:02 2020-11-03 11:36:50,997 Segmentron INFO: Epoch: 37/400 || Iters: 44/156 || Lr: 0.009180 || Loss: 0.0412 || Loss_b: 0.9711 || Cost Time: 1:32:45 || Estimated Time: 15:29:56 2020-11-03 11:37:02,129 Segmentron INFO: Epoch: 37/400 || Iters: 54/156 || Lr: 0.009178 || Loss: 0.0442 || Loss_b: 0.9153 || Cost Time: 1:32:57 || Estimated Time: 15:29:59 2020-11-03 11:37:10,561 Segmentron INFO: Epoch: 37/400 || Iters: 64/156 || Lr: 0.009177 || Loss: 0.0242 || Loss_b: 0.8672 || Cost Time: 1:33:05 || Estimated Time: 15:29:35 2020-11-03 11:37:20,561 Segmentron INFO: Epoch: 37/400 || Iters: 74/156 || Lr: 0.009175 || Loss: 0.0387 || Loss_b: 0.8074 || Cost Time: 1:33:15 || Estimated Time: 15:29:27 2020-11-03 11:37:30,397 Segmentron INFO: Epoch: 37/400 || Iters: 84/156 || Lr: 0.009174 || Loss: 0.0505 || Loss_b: 0.7852 || Cost Time: 1:33:25 || Estimated Time: 15:29:17 2020-11-03 11:37:40,839 Segmentron INFO: Epoch: 37/400 || Iters: 94/156 || Lr: 0.009173 || Loss: 0.0395 || Loss_b: 0.7094 || Cost Time: 1:33:35 || Estimated Time: 15:29:14 2020-11-03 11:37:49,593 Segmentron INFO: Epoch: 37/400 || Iters: 104/156 || Lr: 0.009171 || Loss: 0.0810 || Loss_b: 0.6896 || Cost Time: 1:33:44 || Estimated Time: 15:28:53 2020-11-03 11:37:59,232 Segmentron INFO: Epoch: 37/400 || Iters: 114/156 || Lr: 0.009170 || Loss: 0.0599 || Loss_b: 0.7658 || Cost Time: 1:33:54 || Estimated Time: 15:28:41 2020-11-03 11:38:10,095 Segmentron INFO: Epoch: 37/400 || Iters: 124/156 || Lr: 0.009168 || Loss: 0.0408 || Loss_b: 0.5518 || Cost Time: 1:34:04 || Estimated Time: 15:28:42 2020-11-03 11:38:19,355 Segmentron INFO: Epoch: 37/400 || Iters: 134/156 || Lr: 0.009167 || Loss: 0.0501 || Loss_b: 0.8600 || Cost Time: 1:34:14 || Estimated Time: 15:28:26 2020-11-03 11:38:29,433 Segmentron INFO: Epoch: 37/400 || Iters: 144/156 || Lr: 0.009165 || Loss: 0.0320 || Loss_b: 0.7844 || Cost Time: 1:34:24 || Estimated Time: 15:28:19 2020-11-03 11:38:39,575 Segmentron INFO: Epoch: 37/400 || Iters: 154/156 || Lr: 0.009164 || Loss: 0.0362 || Loss_b: 0.4483 || Cost Time: 1:34:34 || Estimated Time: 15:28:12 2020-11-03 11:38:42,235 Segmentron INFO: Epoch 37 model saved in: workdir/a2-2-3-400e/37.pth 2020-11-03 11:38:49,144 Segmentron INFO: Epoch: 38/400 || Iters: 8/156 || Lr: 0.009162 || Loss: 0.0505 || Loss_b: 0.5990 || Cost Time: 1:34:44 || Estimated Time: 15:27:59 2020-11-03 11:38:58,130 Segmentron INFO: Epoch: 38/400 || Iters: 18/156 || Lr: 0.009161 || Loss: 0.0538 || Loss_b: 0.6338 || Cost Time: 1:34:53 || Estimated Time: 15:27:41 2020-11-03 11:39:10,048 Segmentron INFO: Epoch: 38/400 || Iters: 28/156 || Lr: 0.009159 || Loss: 0.0363 || Loss_b: 0.4790 || Cost Time: 1:35:04 || Estimated Time: 15:27:52 2020-11-03 11:39:18,800 Segmentron INFO: Epoch: 38/400 || Iters: 38/156 || Lr: 0.009158 || Loss: 0.0588 || Loss_b: 0.4408 || Cost Time: 1:35:13 || Estimated Time: 15:27:31 2020-11-03 11:39:28,348 Segmentron INFO: Epoch: 38/400 || Iters: 48/156 || Lr: 0.009157 || Loss: 0.0495 || Loss_b: 0.3123 || Cost Time: 1:35:23 || Estimated Time: 15:27:19 2020-11-03 11:39:37,567 Segmentron INFO: Epoch: 38/400 || Iters: 58/156 || Lr: 0.009155 || Loss: 0.0460 || Loss_b: 0.5250 || Cost Time: 1:35:32 || Estimated Time: 15:27:03 2020-11-03 11:39:46,485 Segmentron INFO: Epoch: 38/400 || Iters: 68/156 || Lr: 0.009154 || Loss: 0.0320 || Loss_b: 0.3007 || Cost Time: 1:35:41 || Estimated Time: 15:26:44 2020-11-03 11:39:56,425 Segmentron INFO: Epoch: 38/400 || Iters: 78/156 || Lr: 0.009152 || Loss: 0.0378 || Loss_b: 0.2532 || Cost Time: 1:35:51 || Estimated Time: 15:26:36 2020-11-03 11:40:07,245 Segmentron INFO: Epoch: 38/400 || Iters: 88/156 || Lr: 0.009151 || Loss: 0.0351 || Loss_b: 0.2463 || Cost Time: 1:36:02 || Estimated Time: 15:26:35 2020-11-03 11:40:17,311 Segmentron INFO: Epoch: 38/400 || Iters: 98/156 || Lr: 0.009149 || Loss: 0.0346 || Loss_b: 0.2099 || Cost Time: 1:36:12 || Estimated Time: 15:26:28 2020-11-03 11:40:26,977 Segmentron INFO: Epoch: 38/400 || Iters: 108/156 || Lr: 0.009148 || Loss: 0.0453 || Loss_b: 0.2853 || Cost Time: 1:36:21 || Estimated Time: 15:26:16 2020-11-03 11:40:36,311 Segmentron INFO: Epoch: 38/400 || Iters: 118/156 || Lr: 0.009146 || Loss: 0.0436 || Loss_b: 0.1800 || Cost Time: 1:36:31 || Estimated Time: 15:26:02 2020-11-03 11:40:46,224 Segmentron INFO: Epoch: 38/400 || Iters: 128/156 || Lr: 0.009145 || Loss: 0.0266 || Loss_b: 0.2155 || Cost Time: 1:36:41 || Estimated Time: 15:25:53 2020-11-03 11:40:54,822 Segmentron INFO: Epoch: 38/400 || Iters: 138/156 || Lr: 0.009143 || Loss: 0.0367 || Loss_b: 0.1989 || Cost Time: 1:36:49 || Estimated Time: 15:25:31 2020-11-03 11:41:05,855 Segmentron INFO: Epoch: 38/400 || Iters: 148/156 || Lr: 0.009142 || Loss: 0.0346 || Loss_b: 0.2189 || Cost Time: 1:37:00 || Estimated Time: 15:25:33 2020-11-03 11:41:15,137 Segmentron INFO: Epoch 38 model saved in: workdir/a2-2-3-400e/38.pth 2020-11-03 11:41:16,631 Segmentron INFO: Epoch: 39/400 || Iters: 2/156 || Lr: 0.009140 || Loss: 0.0433 || Loss_b: 0.2132 || Cost Time: 1:37:11 || Estimated Time: 15:25:32 2020-11-03 11:41:26,284 Segmentron INFO: Epoch: 39/400 || Iters: 12/156 || Lr: 0.009139 || Loss: 0.0230 || Loss_b: 0.1673 || Cost Time: 1:37:21 || Estimated Time: 15:25:20 2020-11-03 11:41:35,873 Segmentron INFO: Epoch: 39/400 || Iters: 22/156 || Lr: 0.009138 || Loss: 0.0328 || Loss_b: 0.1750 || Cost Time: 1:37:30 || Estimated Time: 15:25:08 2020-11-03 11:41:45,170 Segmentron INFO: Epoch: 39/400 || Iters: 32/156 || Lr: 0.009136 || Loss: 0.0353 || Loss_b: 0.1854 || Cost Time: 1:37:40 || Estimated Time: 15:24:53 2020-11-03 11:41:54,002 Segmentron INFO: Epoch: 39/400 || Iters: 42/156 || Lr: 0.009135 || Loss: 0.0392 || Loss_b: 0.1969 || Cost Time: 1:37:48 || Estimated Time: 15:24:34 2020-11-03 11:42:04,754 Segmentron INFO: Epoch: 39/400 || Iters: 52/156 || Lr: 0.009133 || Loss: 0.0508 || Loss_b: 0.2354 || Cost Time: 1:37:59 || Estimated Time: 15:24:33 2020-11-03 11:42:14,132 Segmentron INFO: Epoch: 39/400 || Iters: 62/156 || Lr: 0.009132 || Loss: 0.0333 || Loss_b: 0.1959 || Cost Time: 1:38:09 || Estimated Time: 15:24:19 2020-11-03 11:42:23,201 Segmentron INFO: Epoch: 39/400 || Iters: 72/156 || Lr: 0.009130 || Loss: 0.0460 || Loss_b: 0.1927 || Cost Time: 1:38:18 || Estimated Time: 15:24:02 2020-11-03 11:42:32,497 Segmentron INFO: Epoch: 39/400 || Iters: 82/156 || Lr: 0.009129 || Loss: 0.0509 || Loss_b: 0.2507 || Cost Time: 1:38:27 || Estimated Time: 15:23:47 2020-11-03 11:42:43,224 Segmentron INFO: Epoch: 39/400 || Iters: 92/156 || Lr: 0.009127 || Loss: 0.0512 || Loss_b: 0.2289 || Cost Time: 1:38:38 || Estimated Time: 15:23:45 2020-11-03 11:42:54,176 Segmentron INFO: Epoch: 39/400 || Iters: 102/156 || Lr: 0.009126 || Loss: 0.0466 || Loss_b: 0.2599 || Cost Time: 1:38:49 || Estimated Time: 15:23:46 2020-11-03 11:43:02,710 Segmentron INFO: Epoch: 39/400 || Iters: 112/156 || Lr: 0.009124 || Loss: 0.0472 || Loss_b: 0.1994 || Cost Time: 1:38:57 || Estimated Time: 15:23:24 2020-11-03 11:43:12,277 Segmentron INFO: Epoch: 39/400 || Iters: 122/156 || Lr: 0.009123 || Loss: 0.0498 || Loss_b: 0.2448 || Cost Time: 1:39:07 || Estimated Time: 15:23:12 2020-11-03 11:43:22,710 Segmentron INFO: Epoch: 39/400 || Iters: 132/156 || Lr: 0.009122 || Loss: 0.0396 || Loss_b: 0.1940 || Cost Time: 1:39:17 || Estimated Time: 15:23:08 2020-11-03 11:43:32,127 Segmentron INFO: Epoch: 39/400 || Iters: 142/156 || Lr: 0.009120 || Loss: 0.0329 || Loss_b: 0.1998 || Cost Time: 1:39:27 || Estimated Time: 15:22:54 2020-11-03 11:43:41,591 Segmentron INFO: Epoch: 39/400 || Iters: 152/156 || Lr: 0.009119 || Loss: 0.0375 || Loss_b: 0.1837 || Cost Time: 1:39:36 || Estimated Time: 15:22:41 2020-11-03 11:43:46,126 Segmentron INFO: Epoch 39 model saved in: workdir/a2-2-3-400e/39.pth 2020-11-03 11:43:51,713 Segmentron INFO: Epoch: 40/400 || Iters: 6/156 || Lr: 0.009117 || Loss: 0.0241 || Loss_b: 0.1512 || Cost Time: 1:39:46 || Estimated Time: 15:22:34 2020-11-03 11:44:01,217 Segmentron INFO: Epoch: 40/400 || Iters: 16/156 || Lr: 0.009116 || Loss: 0.0322 || Loss_b: 0.2270 || Cost Time: 1:39:56 || Estimated Time: 15:22:21 2020-11-03 11:44:11,520 Segmentron INFO: Epoch: 40/400 || Iters: 26/156 || Lr: 0.009114 || Loss: 0.0418 || Loss_b: 0.2483 || Cost Time: 1:40:06 || Estimated Time: 15:22:15 2020-11-03 11:44:21,627 Segmentron INFO: Epoch: 40/400 || Iters: 36/156 || Lr: 0.009113 || Loss: 0.0751 || Loss_b: 0.3013 || Cost Time: 1:40:16 || Estimated Time: 15:22:08 2020-11-03 11:44:30,922 Segmentron INFO: Epoch: 40/400 || Iters: 46/156 || Lr: 0.009111 || Loss: 0.0585 || Loss_b: 0.2716 || Cost Time: 1:40:25 || Estimated Time: 15:21:53 2020-11-03 11:44:39,924 Segmentron INFO: Epoch: 40/400 || Iters: 56/156 || Lr: 0.009110 || Loss: 0.0498 || Loss_b: 0.2068 || Cost Time: 1:40:34 || Estimated Time: 15:21:36 2020-11-03 11:44:49,432 Segmentron INFO: Epoch: 40/400 || Iters: 66/156 || Lr: 0.009108 || Loss: 0.0365 || Loss_b: 0.2128 || Cost Time: 1:40:44 || Estimated Time: 15:21:23 2020-11-03 11:44:59,745 Segmentron INFO: Epoch: 40/400 || Iters: 76/156 || Lr: 0.009107 || Loss: 0.0751 || Loss_b: 0.2759 || Cost Time: 1:40:54 || Estimated Time: 15:21:18 2020-11-03 11:45:10,419 Segmentron INFO: Epoch: 40/400 || Iters: 86/156 || Lr: 0.009106 || Loss: 0.0410 || Loss_b: 0.2903 || Cost Time: 1:41:05 || Estimated Time: 15:21:15 2020-11-03 11:45:21,189 Segmentron INFO: Epoch: 40/400 || Iters: 96/156 || Lr: 0.009104 || Loss: 0.0601 || Loss_b: 0.2249 || Cost Time: 1:41:16 || Estimated Time: 15:21:14 2020-11-03 11:45:31,122 Segmentron INFO: Epoch: 40/400 || Iters: 106/156 || Lr: 0.009103 || Loss: 0.0446 || Loss_b: 0.1781 || Cost Time: 1:41:26 || Estimated Time: 15:21:05 2020-11-03 11:45:39,589 Segmentron INFO: Epoch: 40/400 || Iters: 116/156 || Lr: 0.009101 || Loss: 0.0353 || Loss_b: 0.2454 || Cost Time: 1:41:34 || Estimated Time: 15:20:43 2020-11-03 11:45:48,589 Segmentron INFO: Epoch: 40/400 || Iters: 126/156 || Lr: 0.009100 || Loss: 0.0363 || Loss_b: 0.2010 || Cost Time: 1:41:43 || Estimated Time: 15:20:26 2020-11-03 11:45:57,311 Segmentron INFO: Epoch: 40/400 || Iters: 136/156 || Lr: 0.009098 || Loss: 0.0360 || Loss_b: 0.1848 || Cost Time: 1:41:52 || Estimated Time: 15:20:06 2020-11-03 11:46:07,136 Segmentron INFO: Epoch: 40/400 || Iters: 146/156 || Lr: 0.009097 || Loss: 0.0310 || Loss_b: 0.1940 || Cost Time: 1:42:02 || Estimated Time: 15:19:56 2020-11-03 11:46:20,129 Segmentron INFO: Epoch: 40/400 || Iters: 0/156 || Lr: 0.009095 || Loss: 0.0739 || Loss_b: 0.2205 || Cost Time: 1:42:15 || Estimated Time: 15:20:15 2020-11-03 11:46:20,717 Segmentron INFO: Epoch 40 model saved in: workdir/a2-2-3-400e/40.pth 2020-11-03 11:46:28,842 Segmentron INFO: Epoch: 41/400 || Iters: 10/156 || Lr: 0.009094 || Loss: 0.0304 || Loss_b: 0.2035 || Cost Time: 1:42:23 || Estimated Time: 15:19:55 2020-11-03 11:46:38,099 Segmentron INFO: Epoch: 41/400 || Iters: 20/156 || Lr: 0.009092 || Loss: 0.0378 || Loss_b: 0.1816 || Cost Time: 1:42:32 || Estimated Time: 15:19:40 2020-11-03 11:46:47,635 Segmentron INFO: Epoch: 41/400 || Iters: 30/156 || Lr: 0.009091 || Loss: 0.0360 || Loss_b: 0.2196 || Cost Time: 1:42:42 || Estimated Time: 15:19:27 2020-11-03 11:46:57,221 Segmentron INFO: Epoch: 41/400 || Iters: 40/156 || Lr: 0.009089 || Loss: 0.0267 || Loss_b: 0.1766 || Cost Time: 1:42:52 || Estimated Time: 15:19:15 2020-11-03 11:47:06,848 Segmentron INFO: Epoch: 41/400 || Iters: 50/156 || Lr: 0.009088 || Loss: 0.0286 || Loss_b: 0.1877 || Cost Time: 1:43:01 || Estimated Time: 15:19:04 2020-11-03 11:47:15,998 Segmentron INFO: Epoch: 41/400 || Iters: 60/156 || Lr: 0.009087 || Loss: 0.0251 || Loss_b: 0.2237 || Cost Time: 1:43:10 || Estimated Time: 15:18:48 2020-11-03 11:47:25,027 Segmentron INFO: Epoch: 41/400 || Iters: 70/156 || Lr: 0.009085 || Loss: 0.0514 || Loss_b: 0.1964 || Cost Time: 1:43:19 || Estimated Time: 15:18:31 2020-11-03 11:47:35,540 Segmentron INFO: Epoch: 41/400 || Iters: 80/156 || Lr: 0.009084 || Loss: 0.0516 || Loss_b: 0.2210 || Cost Time: 1:43:30 || Estimated Time: 15:18:27 2020-11-03 11:47:46,460 Segmentron INFO: Epoch: 41/400 || Iters: 90/156 || Lr: 0.009082 || Loss: 0.0354 || Loss_b: 0.2020 || Cost Time: 1:43:41 || Estimated Time: 15:18:27 2020-11-03 11:47:55,383 Segmentron INFO: Epoch: 41/400 || Iters: 100/156 || Lr: 0.009081 || Loss: 0.0303 || Loss_b: 0.2198 || Cost Time: 1:43:50 || Estimated Time: 15:18:09 2020-11-03 11:48:04,840 Segmentron INFO: Epoch: 41/400 || Iters: 110/156 || Lr: 0.009079 || Loss: 0.0315 || Loss_b: 0.1632 || Cost Time: 1:43:59 || Estimated Time: 15:17:56 2020-11-03 11:48:15,194 Segmentron INFO: Epoch: 41/400 || Iters: 120/156 || Lr: 0.009078 || Loss: 0.0305 || Loss_b: 0.1854 || Cost Time: 1:44:10 || Estimated Time: 15:17:51 2020-11-03 11:48:25,985 Segmentron INFO: Epoch: 41/400 || Iters: 130/156 || Lr: 0.009076 || Loss: 0.0297 || Loss_b: 0.1902 || Cost Time: 1:44:20 || Estimated Time: 15:17:50 2020-11-03 11:48:34,204 Segmentron INFO: Epoch: 41/400 || Iters: 140/156 || Lr: 0.009075 || Loss: 0.0847 || Loss_b: 0.3166 || Cost Time: 1:44:29 || Estimated Time: 15:17:26 2020-11-03 11:48:45,752 Segmentron INFO: Epoch: 41/400 || Iters: 150/156 || Lr: 0.009073 || Loss: 0.0773 || Loss_b: 0.2484 || Cost Time: 1:44:40 || Estimated Time: 15:17:31 2020-11-03 11:48:50,927 Segmentron INFO: Epoch 41 model saved in: workdir/a2-2-3-400e/41.pth 2020-11-03 11:48:54,834 Segmentron INFO: Epoch: 42/400 || Iters: 4/156 || Lr: 0.009072 || Loss: 0.0654 || Loss_b: 0.2359 || Cost Time: 1:44:49 || Estimated Time: 15:17:15 2020-11-03 11:49:04,813 Segmentron INFO: Epoch: 42/400 || Iters: 14/156 || Lr: 0.009071 || Loss: 0.0682 || Loss_b: 0.2064 || Cost Time: 1:44:59 || Estimated Time: 15:17:06 2020-11-03 11:49:13,452 Segmentron INFO: Epoch: 42/400 || Iters: 24/156 || Lr: 0.009069 || Loss: 0.0397 || Loss_b: 0.2053 || Cost Time: 1:45:08 || Estimated Time: 15:16:46 2020-11-03 11:49:22,637 Segmentron INFO: Epoch: 42/400 || Iters: 34/156 || Lr: 0.009068 || Loss: 0.0285 || Loss_b: 0.1538 || Cost Time: 1:45:17 || Estimated Time: 15:16:31 2020-11-03 11:49:33,363 Segmentron INFO: Epoch: 42/400 || Iters: 44/156 || Lr: 0.009066 || Loss: 0.0249 || Loss_b: 0.1725 || Cost Time: 1:45:28 || Estimated Time: 15:16:29 2020-11-03 11:49:43,374 Segmentron INFO: Epoch: 42/400 || Iters: 54/156 || Lr: 0.009065 || Loss: 0.0264 || Loss_b: 0.1902 || Cost Time: 1:45:38 || Estimated Time: 15:16:20 2020-11-03 11:49:52,710 Segmentron INFO: Epoch: 42/400 || Iters: 64/156 || Lr: 0.009063 || Loss: 0.0308 || Loss_b: 0.1576 || Cost Time: 1:45:47 || Estimated Time: 15:16:06 2020-11-03 11:50:02,235 Segmentron INFO: Epoch: 42/400 || Iters: 74/156 || Lr: 0.009062 || Loss: 0.0298 || Loss_b: 0.1771 || Cost Time: 1:45:57 || Estimated Time: 15:15:54 2020-11-03 11:50:12,050 Segmentron INFO: Epoch: 42/400 || Iters: 84/156 || Lr: 0.009060 || Loss: 0.0584 || Loss_b: 0.1891 || Cost Time: 1:46:06 || Estimated Time: 15:15:44 2020-11-03 11:50:22,654 Segmentron INFO: Epoch: 42/400 || Iters: 94/156 || Lr: 0.009059 || Loss: 0.0304 || Loss_b: 0.1557 || Cost Time: 1:46:17 || Estimated Time: 15:15:41 2020-11-03 11:50:31,785 Segmentron INFO: Epoch: 42/400 || Iters: 104/156 || Lr: 0.009057 || Loss: 0.0276 || Loss_b: 0.1643 || Cost Time: 1:46:26 || Estimated Time: 15:15:25 2020-11-03 11:50:40,978 Segmentron INFO: Epoch: 42/400 || Iters: 114/156 || Lr: 0.009056 || Loss: 0.0248 || Loss_b: 0.1529 || Cost Time: 1:46:35 || Estimated Time: 15:15:10 2020-11-03 11:50:51,963 Segmentron INFO: Epoch: 42/400 || Iters: 124/156 || Lr: 0.009055 || Loss: 0.0284 || Loss_b: 0.1675 || Cost Time: 1:46:46 || Estimated Time: 15:15:10 2020-11-03 11:51:02,373 Segmentron INFO: Epoch: 42/400 || Iters: 134/156 || Lr: 0.009053 || Loss: 0.0329 || Loss_b: 0.1943 || Cost Time: 1:46:57 || Estimated Time: 15:15:05 2020-11-03 11:51:11,513 Segmentron INFO: Epoch: 42/400 || Iters: 144/156 || Lr: 0.009052 || Loss: 0.0562 || Loss_b: 0.2092 || Cost Time: 1:47:06 || Estimated Time: 15:14:49 2020-11-03 11:51:22,053 Segmentron INFO: Epoch: 42/400 || Iters: 154/156 || Lr: 0.009050 || Loss: 0.0246 || Loss_b: 0.1742 || Cost Time: 1:47:16 || Estimated Time: 15:14:46 2020-11-03 11:51:24,354 Segmentron INFO: Epoch 42 model saved in: workdir/a2-2-3-400e/42.pth 2020-11-03 11:51:31,266 Segmentron INFO: Epoch: 43/400 || Iters: 8/156 || Lr: 0.009049 || Loss: 0.0347 || Loss_b: 0.1935 || Cost Time: 1:47:26 || Estimated Time: 15:14:30 2020-11-03 11:51:40,211 Segmentron INFO: Epoch: 43/400 || Iters: 18/156 || Lr: 0.009047 || Loss: 0.0577 || Loss_b: 0.1891 || Cost Time: 1:47:35 || Estimated Time: 15:14:13 2020-11-03 11:51:50,138 Segmentron INFO: Epoch: 43/400 || Iters: 28/156 || Lr: 0.009046 || Loss: 0.0352 || Loss_b: 0.1619 || Cost Time: 1:47:45 || Estimated Time: 15:14:04 2020-11-03 11:52:00,773 Segmentron INFO: Epoch: 43/400 || Iters: 38/156 || Lr: 0.009044 || Loss: 0.0439 || Loss_b: 0.1821 || Cost Time: 1:47:55 || Estimated Time: 15:14:01 2020-11-03 11:52:09,569 Segmentron INFO: Epoch: 43/400 || Iters: 48/156 || Lr: 0.009043 || Loss: 0.0321 || Loss_b: 0.1818 || Cost Time: 1:48:04 || Estimated Time: 15:13:43 2020-11-03 11:52:18,779 Segmentron INFO: Epoch: 43/400 || Iters: 58/156 || Lr: 0.009041 || Loss: 0.0470 || Loss_b: 0.1823 || Cost Time: 1:48:13 || Estimated Time: 15:13:28 2020-11-03 11:52:28,011 Segmentron INFO: Epoch: 43/400 || Iters: 68/156 || Lr: 0.009040 || Loss: 0.0257 || Loss_b: 0.1910 || Cost Time: 1:48:22 || Estimated Time: 15:13:13 2020-11-03 11:52:40,407 Segmentron INFO: Epoch: 43/400 || Iters: 78/156 || Lr: 0.009038 || Loss: 0.0392 || Loss_b: 0.1605 || Cost Time: 1:48:35 || Estimated Time: 15:13:25 2020-11-03 11:52:50,242 Segmentron INFO: Epoch: 43/400 || Iters: 88/156 || Lr: 0.009037 || Loss: 0.0268 || Loss_b: 0.1354 || Cost Time: 1:48:45 || Estimated Time: 15:13:15 2020-11-03 11:52:59,985 Segmentron INFO: Epoch: 43/400 || Iters: 98/156 || Lr: 0.009036 || Loss: 0.0249 || Loss_b: 0.1665 || Cost Time: 1:48:54 || Estimated Time: 15:13:04 2020-11-03 11:53:09,127 Segmentron INFO: Epoch: 43/400 || Iters: 108/156 || Lr: 0.009034 || Loss: 0.0281 || Loss_b: 0.1448 || Cost Time: 1:49:04 || Estimated Time: 15:12:49 2020-11-03 11:53:18,213 Segmentron INFO: Epoch: 43/400 || Iters: 118/156 || Lr: 0.009033 || Loss: 0.0278 || Loss_b: 0.1391 || Cost Time: 1:49:13 || Estimated Time: 15:12:33 2020-11-03 11:53:27,131 Segmentron INFO: Epoch: 43/400 || Iters: 128/156 || Lr: 0.009031 || Loss: 0.0233 || Loss_b: 0.1257 || Cost Time: 1:49:22 || Estimated Time: 15:12:15 2020-11-03 11:53:36,333 Segmentron INFO: Epoch: 43/400 || Iters: 138/156 || Lr: 0.009030 || Loss: 0.0330 || Loss_b: 0.1359 || Cost Time: 1:49:31 || Estimated Time: 15:12:00 2020-11-03 11:53:45,957 Segmentron INFO: Epoch: 43/400 || Iters: 148/156 || Lr: 0.009028 || Loss: 0.0256 || Loss_b: 0.1372 || Cost Time: 1:49:40 || Estimated Time: 15:11:49 2020-11-03 11:53:54,091 Segmentron INFO: Epoch 43 model saved in: workdir/a2-2-3-400e/43.pth 2020-11-03 11:53:57,772 Segmentron INFO: Epoch: 44/400 || Iters: 2/156 || Lr: 0.009027 || Loss: 0.0194 || Loss_b: 0.1467 || Cost Time: 1:49:52 || Estimated Time: 15:11:56 2020-11-03 11:54:07,571 Segmentron INFO: Epoch: 44/400 || Iters: 12/156 || Lr: 0.009025 || Loss: 0.0235 || Loss_b: 0.1246 || Cost Time: 1:50:02 || Estimated Time: 15:11:46 2020-11-03 11:54:16,364 Segmentron INFO: Epoch: 44/400 || Iters: 22/156 || Lr: 0.009024 || Loss: 0.0380 || Loss_b: 0.1432 || Cost Time: 1:50:11 || Estimated Time: 15:11:27 2020-11-03 11:54:25,235 Segmentron INFO: Epoch: 44/400 || Iters: 32/156 || Lr: 0.009022 || Loss: 0.0431 || Loss_b: 0.1194 || Cost Time: 1:50:20 || Estimated Time: 15:11:10 2020-11-03 11:54:35,105 Segmentron INFO: Epoch: 44/400 || Iters: 42/156 || Lr: 0.009021 || Loss: 0.0248 || Loss_b: 0.1363 || Cost Time: 1:50:30 || Estimated Time: 15:11:00 2020-11-03 11:54:46,249 Segmentron INFO: Epoch: 44/400 || Iters: 52/156 || Lr: 0.009019 || Loss: 0.0249 || Loss_b: 0.1290 || Cost Time: 1:50:41 || Estimated Time: 15:11:01 2020-11-03 11:54:55,034 Segmentron INFO: Epoch: 44/400 || Iters: 62/156 || Lr: 0.009018 || Loss: 0.0329 || Loss_b: 0.1483 || Cost Time: 1:50:49 || Estimated Time: 15:10:43 2020-11-03 11:55:05,135 Segmentron INFO: Epoch: 44/400 || Iters: 72/156 || Lr: 0.009017 || Loss: 0.0246 || Loss_b: 0.1145 || Cost Time: 1:51:00 || Estimated Time: 15:10:35 2020-11-03 11:55:16,238 Segmentron INFO: Epoch: 44/400 || Iters: 82/156 || Lr: 0.009015 || Loss: 0.0301 || Loss_b: 0.1281 || Cost Time: 1:51:11 || Estimated Time: 15:10:36 2020-11-03 11:55:26,088 Segmentron INFO: Epoch: 44/400 || Iters: 92/156 || Lr: 0.009014 || Loss: 0.0309 || Loss_b: 0.1189 || Cost Time: 1:51:20 || Estimated Time: 15:10:26 2020-11-03 11:55:35,362 Segmentron INFO: Epoch: 44/400 || Iters: 102/156 || Lr: 0.009012 || Loss: 0.0208 || Loss_b: 0.1138 || Cost Time: 1:51:30 || Estimated Time: 15:10:12 2020-11-03 11:55:44,870 Segmentron INFO: Epoch: 44/400 || Iters: 112/156 || Lr: 0.009011 || Loss: 0.0243 || Loss_b: 0.1202 || Cost Time: 1:51:39 || Estimated Time: 15:10:00 2020-11-03 11:55:55,349 Segmentron INFO: Epoch: 44/400 || Iters: 122/156 || Lr: 0.009009 || Loss: 0.0182 || Loss_b: 0.1114 || Cost Time: 1:51:50 || Estimated Time: 15:09:55 2020-11-03 11:56:04,502 Segmentron INFO: Epoch: 44/400 || Iters: 132/156 || Lr: 0.009008 || Loss: 0.0332 || Loss_b: 0.1318 || Cost Time: 1:51:59 || Estimated Time: 15:09:40 2020-11-03 11:56:13,514 Segmentron INFO: Epoch: 44/400 || Iters: 142/156 || Lr: 0.009006 || Loss: 0.0208 || Loss_b: 0.1235 || Cost Time: 1:52:08 || Estimated Time: 15:09:23 2020-11-03 11:56:22,603 Segmentron INFO: Epoch: 44/400 || Iters: 152/156 || Lr: 0.009005 || Loss: 0.0626 || Loss_b: 0.1557 || Cost Time: 1:52:17 || Estimated Time: 15:09:08 2020-11-03 11:56:27,858 Segmentron INFO: Epoch 44 model saved in: workdir/a2-2-3-400e/44.pth 2020-11-03 11:56:33,232 Segmentron INFO: Epoch: 45/400 || Iters: 6/156 || Lr: 0.009003 || Loss: 0.0276 || Loss_b: 0.1204 || Cost Time: 1:52:28 || Estimated Time: 15:09:04 2020-11-03 11:56:42,714 Segmentron INFO: Epoch: 45/400 || Iters: 16/156 || Lr: 0.009002 || Loss: 0.0247 || Loss_b: 0.1097 || Cost Time: 1:52:37 || Estimated Time: 15:08:52 2020-11-03 11:56:51,864 Segmentron INFO: Epoch: 45/400 || Iters: 26/156 || Lr: 0.009001 || Loss: 0.0229 || Loss_b: 0.1193 || Cost Time: 1:52:46 || Estimated Time: 15:08:37 2020-11-03 11:57:03,799 Segmentron INFO: Epoch: 45/400 || Iters: 36/156 || Lr: 0.008999 || Loss: 0.0203 || Loss_b: 0.1059 || Cost Time: 1:52:58 || Estimated Time: 15:08:44 2020-11-03 11:57:12,061 Segmentron INFO: Epoch: 45/400 || Iters: 46/156 || Lr: 0.008998 || Loss: 0.0249 || Loss_b: 0.1288 || Cost Time: 1:53:06 || Estimated Time: 15:08:21 2020-11-03 11:57:22,829 Segmentron INFO: Epoch: 45/400 || Iters: 56/156 || Lr: 0.008996 || Loss: 0.0283 || Loss_b: 0.1254 || Cost Time: 1:53:17 || Estimated Time: 15:08:19 2020-11-03 11:57:31,618 Segmentron INFO: Epoch: 45/400 || Iters: 66/156 || Lr: 0.008995 || Loss: 0.0286 || Loss_b: 0.1241 || Cost Time: 1:53:26 || Estimated Time: 15:08:01 2020-11-03 11:57:40,749 Segmentron INFO: Epoch: 45/400 || Iters: 76/156 || Lr: 0.008993 || Loss: 0.0202 || Loss_b: 0.1140 || Cost Time: 1:53:35 || Estimated Time: 15:07:46 2020-11-03 11:57:49,314 Segmentron INFO: Epoch: 45/400 || Iters: 86/156 || Lr: 0.008992 || Loss: 0.0289 || Loss_b: 0.1279 || Cost Time: 1:53:44 || Estimated Time: 15:07:26 2020-11-03 11:58:00,745 Segmentron INFO: Epoch: 45/400 || Iters: 96/156 || Lr: 0.008990 || Loss: 0.0189 || Loss_b: 0.1173 || Cost Time: 1:53:55 || Estimated Time: 15:07:29 2020-11-03 11:58:10,941 Segmentron INFO: Epoch: 45/400 || Iters: 106/156 || Lr: 0.008989 || Loss: 0.0181 || Loss_b: 0.1316 || Cost Time: 1:54:05 || Estimated Time: 15:07:22 2020-11-03 11:58:20,017 Segmentron INFO: Epoch: 45/400 || Iters: 116/156 || Lr: 0.008987 || Loss: 0.0311 || Loss_b: 0.1318 || Cost Time: 1:54:14 || Estimated Time: 15:07:06 2020-11-03 11:58:28,921 Segmentron INFO: Epoch: 45/400 || Iters: 126/156 || Lr: 0.008986 || Loss: 0.0161 || Loss_b: 0.1165 || Cost Time: 1:54:23 || Estimated Time: 15:06:49 2020-11-03 11:58:37,703 Segmentron INFO: Epoch: 45/400 || Iters: 136/156 || Lr: 0.008984 || Loss: 0.0236 || Loss_b: 0.1108 || Cost Time: 1:54:32 || Estimated Time: 15:06:31 2020-11-03 11:58:47,996 Segmentron INFO: Epoch: 45/400 || Iters: 146/156 || Lr: 0.008983 || Loss: 0.0391 || Loss_b: 0.1400 || Cost Time: 1:54:42 || Estimated Time: 15:06:25 2020-11-03 11:58:58,665 Segmentron INFO: Epoch: 45/400 || Iters: 0/156 || Lr: 0.008982 || Loss: 0.0252 || Loss_b: 0.1243 || Cost Time: 1:54:53 || Estimated Time: 15:06:22 2020-11-03 11:58:59,437 Segmentron INFO: Epoch 45 model saved in: workdir/a2-2-3-400e/45.pth 2020-11-03 11:59:08,008 Segmentron INFO: Epoch: 46/400 || Iters: 10/156 || Lr: 0.008980 || Loss: 0.0238 || Loss_b: 0.1123 || Cost Time: 1:55:02 || Estimated Time: 15:06:08 2020-11-03 11:59:17,476 Segmentron INFO: Epoch: 46/400 || Iters: 20/156 || Lr: 0.008979 || Loss: 0.0239 || Loss_b: 0.1020 || Cost Time: 1:55:12 || Estimated Time: 15:05:56 2020-11-03 11:59:27,331 Segmentron INFO: Epoch: 46/400 || Iters: 30/156 || Lr: 0.008977 || Loss: 0.0261 || Loss_b: 0.1098 || Cost Time: 1:55:22 || Estimated Time: 15:05:46 2020-11-03 11:59:36,820 Segmentron INFO: Epoch: 46/400 || Iters: 40/156 || Lr: 0.008976 || Loss: 0.0257 || Loss_b: 0.1442 || Cost Time: 1:55:31 || Estimated Time: 15:05:34 2020-11-03 11:59:46,756 Segmentron INFO: Epoch: 46/400 || Iters: 50/156 || Lr: 0.008974 || Loss: 0.0187 || Loss_b: 0.1038 || Cost Time: 1:55:41 || Estimated Time: 15:05:25 2020-11-03 11:59:56,468 Segmentron INFO: Epoch: 46/400 || Iters: 60/156 || Lr: 0.008973 || Loss: 0.0214 || Loss_b: 0.1097 || Cost Time: 1:55:51 || Estimated Time: 15:05:14 2020-11-03 12:00:06,724 Segmentron INFO: Epoch: 46/400 || Iters: 70/156 || Lr: 0.008971 || Loss: 0.0209 || Loss_b: 0.1014 || Cost Time: 1:56:01 || Estimated Time: 15:05:08 2020-11-03 12:00:15,649 Segmentron INFO: Epoch: 46/400 || Iters: 80/156 || Lr: 0.008970 || Loss: 0.0232 || Loss_b: 0.1147 || Cost Time: 1:56:10 || Estimated Time: 15:04:51 2020-11-03 12:00:26,321 Segmentron INFO: Epoch: 46/400 || Iters: 90/156 || Lr: 0.008968 || Loss: 0.0214 || Loss_b: 0.1133 || Cost Time: 1:56:21 || Estimated Time: 15:04:48 2020-11-03 12:00:35,127 Segmentron INFO: Epoch: 46/400 || Iters: 100/156 || Lr: 0.008967 || Loss: 0.0360 || Loss_b: 0.1319 || Cost Time: 1:56:30 || Estimated Time: 15:04:30 2020-11-03 12:00:46,651 Segmentron INFO: Epoch: 46/400 || Iters: 110/156 || Lr: 0.008965 || Loss: 0.0251 || Loss_b: 0.1159 || Cost Time: 1:56:41 || Estimated Time: 15:04:34 2020-11-03 12:00:56,069 Segmentron INFO: Epoch: 46/400 || Iters: 120/156 || Lr: 0.008964 || Loss: 0.0175 || Loss_b: 0.0977 || Cost Time: 1:56:50 || Estimated Time: 15:04:21 2020-11-03 12:01:05,002 Segmentron INFO: Epoch: 46/400 || Iters: 130/156 || Lr: 0.008963 || Loss: 0.0291 || Loss_b: 0.1138 || Cost Time: 1:56:59 || Estimated Time: 15:04:04 2020-11-03 12:01:13,913 Segmentron INFO: Epoch: 46/400 || Iters: 140/156 || Lr: 0.008961 || Loss: 0.0230 || Loss_b: 0.1238 || Cost Time: 1:57:08 || Estimated Time: 15:03:47 2020-11-03 12:01:25,163 Segmentron INFO: Epoch: 46/400 || Iters: 150/156 || Lr: 0.008960 || Loss: 0.0182 || Loss_b: 0.1101 || Cost Time: 1:57:20 || Estimated Time: 15:03:49 2020-11-03 12:01:32,510 Segmentron INFO: Epoch 46 model saved in: workdir/a2-2-3-400e/46.pth 2020-11-03 12:01:35,730 Segmentron INFO: Epoch: 47/400 || Iters: 4/156 || Lr: 0.008958 || Loss: 0.0193 || Loss_b: 0.1058 || Cost Time: 1:57:30 || Estimated Time: 15:03:45 2020-11-03 12:01:44,835 Segmentron INFO: Epoch: 47/400 || Iters: 14/156 || Lr: 0.008957 || Loss: 0.0262 || Loss_b: 0.1146 || Cost Time: 1:57:39 || Estimated Time: 15:03:29 2020-11-03 12:01:53,791 Segmentron INFO: Epoch: 47/400 || Iters: 24/156 || Lr: 0.008955 || Loss: 0.0199 || Loss_b: 0.1118 || Cost Time: 1:57:48 || Estimated Time: 15:03:13 2020-11-03 12:02:02,867 Segmentron INFO: Epoch: 47/400 || Iters: 34/156 || Lr: 0.008954 || Loss: 0.0252 || Loss_b: 0.0978 || Cost Time: 1:57:57 || Estimated Time: 15:02:57 2020-11-03 12:02:12,136 Segmentron INFO: Epoch: 47/400 || Iters: 44/156 || Lr: 0.008952 || Loss: 0.0279 || Loss_b: 0.1305 || Cost Time: 1:58:07 || Estimated Time: 15:02:43 2020-11-03 12:02:21,912 Segmentron INFO: Epoch: 47/400 || Iters: 54/156 || Lr: 0.008951 || Loss: 0.0205 || Loss_b: 0.1003 || Cost Time: 1:58:16 || Estimated Time: 15:02:33 2020-11-03 12:02:32,507 Segmentron INFO: Epoch: 47/400 || Iters: 64/156 || Lr: 0.008949 || Loss: 0.0280 || Loss_b: 0.1202 || Cost Time: 1:58:27 || Estimated Time: 15:02:29 2020-11-03 12:02:43,515 Segmentron INFO: Epoch: 47/400 || Iters: 74/156 || Lr: 0.008948 || Loss: 0.0321 || Loss_b: 0.1211 || Cost Time: 1:58:38 || Estimated Time: 15:02:29 2020-11-03 12:02:53,590 Segmentron INFO: Epoch: 47/400 || Iters: 84/156 || Lr: 0.008947 || Loss: 0.0189 || Loss_b: 0.1113 || Cost Time: 1:58:48 || Estimated Time: 15:02:21 2020-11-03 12:03:03,455 Segmentron INFO: Epoch: 47/400 || Iters: 94/156 || Lr: 0.008945 || Loss: 0.0213 || Loss_b: 0.1110 || Cost Time: 1:58:58 || Estimated Time: 15:02:11 2020-11-03 12:03:13,029 Segmentron INFO: Epoch: 47/400 || Iters: 104/156 || Lr: 0.008944 || Loss: 0.0218 || Loss_b: 0.1019 || Cost Time: 1:59:07 || Estimated Time: 15:01:59 2020-11-03 12:03:22,814 Segmentron INFO: Epoch: 47/400 || Iters: 114/156 || Lr: 0.008942 || Loss: 0.0247 || Loss_b: 0.1103 || Cost Time: 1:59:17 || Estimated Time: 15:01:49 2020-11-03 12:03:31,452 Segmentron INFO: Epoch: 47/400 || Iters: 124/156 || Lr: 0.008941 || Loss: 0.0201 || Loss_b: 0.1064 || Cost Time: 1:59:26 || Estimated Time: 15:01:31 2020-11-03 12:03:40,990 Segmentron INFO: Epoch: 47/400 || Iters: 134/156 || Lr: 0.008939 || Loss: 0.0228 || Loss_b: 0.1104 || Cost Time: 1:59:35 || Estimated Time: 15:01:19 2020-11-03 12:03:50,741 Segmentron INFO: Epoch: 47/400 || Iters: 144/156 || Lr: 0.008938 || Loss: 0.0165 || Loss_b: 0.0980 || Cost Time: 1:59:45 || Estimated Time: 15:01:08 2020-11-03 12:03:59,470 Segmentron INFO: Epoch: 47/400 || Iters: 154/156 || Lr: 0.008936 || Loss: 0.0286 || Loss_b: 0.1125 || Cost Time: 1:59:54 || Estimated Time: 15:00:50 2020-11-03 12:04:04,021 Segmentron INFO: Epoch 47 model saved in: workdir/a2-2-3-400e/47.pth 2020-11-03 12:04:10,320 Segmentron INFO: Epoch: 48/400 || Iters: 8/156 || Lr: 0.008935 || Loss: 0.0236 || Loss_b: 0.1113 || Cost Time: 2:00:05 || Estimated Time: 15:00:48 2020-11-03 12:04:19,325 Segmentron INFO: Epoch: 48/400 || Iters: 18/156 || Lr: 0.008933 || Loss: 0.0240 || Loss_b: 0.1128 || Cost Time: 2:00:14 || Estimated Time: 15:00:33 2020-11-03 12:04:30,427 Segmentron INFO: Epoch: 48/400 || Iters: 28/156 || Lr: 0.008932 || Loss: 0.0174 || Loss_b: 0.1039 || Cost Time: 2:00:25 || Estimated Time: 15:00:32 2020-11-03 12:04:39,250 Segmentron INFO: Epoch: 48/400 || Iters: 38/156 || Lr: 0.008930 || Loss: 0.0216 || Loss_b: 0.1131 || Cost Time: 2:00:34 || Estimated Time: 15:00:15 2020-11-03 12:04:49,418 Segmentron INFO: Epoch: 48/400 || Iters: 48/156 || Lr: 0.008929 || Loss: 0.0264 || Loss_b: 0.1137 || Cost Time: 2:00:44 || Estimated Time: 15:00:08 2020-11-03 12:04:58,004 Segmentron INFO: Epoch: 48/400 || Iters: 58/156 || Lr: 0.008928 || Loss: 0.0251 || Loss_b: 0.1129 || Cost Time: 2:00:52 || Estimated Time: 14:59:49 2020-11-03 12:05:08,170 Segmentron INFO: Epoch: 48/400 || Iters: 68/156 || Lr: 0.008926 || Loss: 0.0207 || Loss_b: 0.1130 || Cost Time: 2:01:03 || Estimated Time: 14:59:42 2020-11-03 12:05:18,889 Segmentron INFO: Epoch: 48/400 || Iters: 78/156 || Lr: 0.008925 || Loss: 0.0317 || Loss_b: 0.1122 || Cost Time: 2:01:13 || Estimated Time: 14:59:39 2020-11-03 12:05:30,083 Segmentron INFO: Epoch: 48/400 || Iters: 88/156 || Lr: 0.008923 || Loss: 0.0236 || Loss_b: 0.1078 || Cost Time: 2:01:24 || Estimated Time: 14:59:39 2020-11-03 12:05:39,293 Segmentron INFO: Epoch: 48/400 || Iters: 98/156 || Lr: 0.008922 || Loss: 0.0324 || Loss_b: 0.1266 || Cost Time: 2:01:34 || Estimated Time: 14:59:25 2020-11-03 12:05:47,596 Segmentron INFO: Epoch: 48/400 || Iters: 108/156 || Lr: 0.008920 || Loss: 0.0206 || Loss_b: 0.1036 || Cost Time: 2:01:42 || Estimated Time: 14:59:04 2020-11-03 12:05:57,118 Segmentron INFO: Epoch: 48/400 || Iters: 118/156 || Lr: 0.008919 || Loss: 0.0176 || Loss_b: 0.0985 || Cost Time: 2:01:52 || Estimated Time: 14:58:52 2020-11-03 12:06:09,290 Segmentron INFO: Epoch: 48/400 || Iters: 128/156 || Lr: 0.008917 || Loss: 0.0213 || Loss_b: 0.1015 || Cost Time: 2:02:04 || Estimated Time: 14:58:59 2020-11-03 12:06:17,167 Segmentron INFO: Epoch: 48/400 || Iters: 138/156 || Lr: 0.008916 || Loss: 0.0229 || Loss_b: 0.1056 || Cost Time: 2:02:12 || Estimated Time: 14:58:35 2020-11-03 12:06:26,420 Segmentron INFO: Epoch: 48/400 || Iters: 148/156 || Lr: 0.008914 || Loss: 0.0225 || Loss_b: 0.8947 || Cost Time: 2:02:21 || Estimated Time: 14:58:21 2020-11-03 12:06:36,301 Segmentron INFO: Epoch 48 model saved in: workdir/a2-2-3-400e/48.pth 2020-11-03 12:06:37,883 Segmentron INFO: Epoch: 49/400 || Iters: 2/156 || Lr: 0.008913 || Loss: 0.0209 || Loss_b: 0.9436 || Cost Time: 2:02:32 || Estimated Time: 14:58:24 2020-11-03 12:06:46,648 Segmentron INFO: Epoch: 49/400 || Iters: 12/156 || Lr: 0.008911 || Loss: 0.0170 || Loss_b: 0.9454 || Cost Time: 2:02:41 || Estimated Time: 14:58:06 2020-11-03 12:07:00,513 Segmentron INFO: Epoch: 49/400 || Iters: 22/156 || Lr: 0.008910 || Loss: 0.0169 || Loss_b: 0.9378 || Cost Time: 2:02:55 || Estimated Time: 14:58:26 2020-11-03 12:07:08,876 Segmentron INFO: Epoch: 49/400 || Iters: 32/156 || Lr: 0.008909 || Loss: 0.0207 || Loss_b: 0.9267 || Cost Time: 2:03:03 || Estimated Time: 14:58:05 2020-11-03 12:07:18,316 Segmentron INFO: Epoch: 49/400 || Iters: 42/156 || Lr: 0.008907 || Loss: 0.0262 || Loss_b: 0.9208 || Cost Time: 2:03:13 || Estimated Time: 14:57:53 2020-11-03 12:07:27,577 Segmentron INFO: Epoch: 49/400 || Iters: 52/156 || Lr: 0.008906 || Loss: 0.0200 || Loss_b: 0.9071 || Cost Time: 2:03:22 || Estimated Time: 14:57:39 2020-11-03 12:07:36,783 Segmentron INFO: Epoch: 49/400 || Iters: 62/156 || Lr: 0.008904 || Loss: 0.0231 || Loss_b: 0.8847 || Cost Time: 2:03:31 || Estimated Time: 14:57:25 2020-11-03 12:07:45,779 Segmentron INFO: Epoch: 49/400 || Iters: 72/156 || Lr: 0.008903 || Loss: 0.0180 || Loss_b: 0.8397 || Cost Time: 2:03:40 || Estimated Time: 14:57:09 2020-11-03 12:07:55,081 Segmentron INFO: Epoch: 49/400 || Iters: 82/156 || Lr: 0.008901 || Loss: 0.0225 || Loss_b: 0.7201 || Cost Time: 2:03:49 || Estimated Time: 14:56:55 2020-11-03 12:08:05,161 Segmentron INFO: Epoch: 49/400 || Iters: 92/156 || Lr: 0.008900 || Loss: 0.0305 || Loss_b: 0.2128 || Cost Time: 2:04:00 || Estimated Time: 14:56:47 2020-11-03 12:08:14,819 Segmentron INFO: Epoch: 49/400 || Iters: 102/156 || Lr: 0.008898 || Loss: 0.0230 || Loss_b: 0.2130 || Cost Time: 2:04:09 || Estimated Time: 14:56:36 2020-11-03 12:08:26,096 Segmentron INFO: Epoch: 49/400 || Iters: 112/156 || Lr: 0.008897 || Loss: 0.0185 || Loss_b: 0.1228 || Cost Time: 2:04:20 || Estimated Time: 14:56:37 2020-11-03 12:08:35,231 Segmentron INFO: Epoch: 49/400 || Iters: 122/156 || Lr: 0.008895 || Loss: 0.0240 || Loss_b: 0.1254 || Cost Time: 2:04:30 || Estimated Time: 14:56:22 2020-11-03 12:08:45,197 Segmentron INFO: Epoch: 49/400 || Iters: 132/156 || Lr: 0.008894 || Loss: 0.0226 || Loss_b: 0.1174 || Cost Time: 2:04:40 || Estimated Time: 14:56:14 2020-11-03 12:08:54,462 Segmentron INFO: Epoch: 49/400 || Iters: 142/156 || Lr: 0.008892 || Loss: 0.0236 || Loss_b: 0.1244 || Cost Time: 2:04:49 || Estimated Time: 14:56:00 2020-11-03 12:09:04,600 Segmentron INFO: Epoch: 49/400 || Iters: 152/156 || Lr: 0.008891 || Loss: 0.0345 || Loss_b: 0.1212 || Cost Time: 2:04:59 || Estimated Time: 14:55:52 2020-11-03 12:09:09,387 Segmentron INFO: Epoch 49 model saved in: workdir/a2-2-3-400e/49.pth 2020-11-03 12:09:14,866 Segmentron INFO: Epoch: 50/400 || Iters: 6/156 || Lr: 0.008890 || Loss: 0.0184 || Loss_b: 0.0937 || Cost Time: 2:05:09 || Estimated Time: 14:55:46 2020-11-03 12:09:23,555 Segmentron INFO: Epoch: 50/400 || Iters: 16/156 || Lr: 0.008888 || Loss: 0.0215 || Loss_b: 0.1074 || Cost Time: 2:05:18 || Estimated Time: 14:55:28 2020-11-03 12:09:32,434 Segmentron INFO: Epoch: 50/400 || Iters: 26/156 || Lr: 0.008887 || Loss: 0.0250 || Loss_b: 0.1199 || Cost Time: 2:05:27 || Estimated Time: 14:55:11 2020-11-03 12:09:41,712 Segmentron INFO: Epoch: 50/400 || Iters: 36/156 || Lr: 0.008885 || Loss: 0.0283 || Loss_b: 0.1560 || Cost Time: 2:05:36 || Estimated Time: 14:54:58 2020-11-03 12:09:51,733 Segmentron INFO: Epoch: 50/400 || Iters: 46/156 || Lr: 0.008884 || Loss: 0.0146 || Loss_b: 0.1156 || Cost Time: 2:05:46 || Estimated Time: 14:54:49 2020-11-03 12:10:02,973 Segmentron INFO: Epoch: 50/400 || Iters: 56/156 || Lr: 0.008882 || Loss: 0.0216 || Loss_b: 0.1084 || Cost Time: 2:05:57 || Estimated Time: 14:54:50 2020-11-03 12:10:13,128 Segmentron INFO: Epoch: 50/400 || Iters: 66/156 || Lr: 0.008881 || Loss: 0.0161 || Loss_b: 0.1059 || Cost Time: 2:06:08 || Estimated Time: 14:54:42 2020-11-03 12:10:24,568 Segmentron INFO: Epoch: 50/400 || Iters: 76/156 || Lr: 0.008879 || Loss: 0.0177 || Loss_b: 0.1061 || Cost Time: 2:06:19 || Estimated Time: 14:54:44 2020-11-03 12:10:32,673 Segmentron INFO: Epoch: 50/400 || Iters: 86/156 || Lr: 0.008878 || Loss: 0.0157 || Loss_b: 0.0960 || Cost Time: 2:06:27 || Estimated Time: 14:54:22 2020-11-03 12:10:42,584 Segmentron INFO: Epoch: 50/400 || Iters: 96/156 || Lr: 0.008876 || Loss: 0.0206 || Loss_b: 0.0947 || Cost Time: 2:06:37 || Estimated Time: 14:54:13 2020-11-03 12:10:54,649 Segmentron INFO: Epoch: 50/400 || Iters: 106/156 || Lr: 0.008875 || Loss: 0.0192 || Loss_b: 0.0913 || Cost Time: 2:06:49 || Estimated Time: 14:54:19 2020-11-03 12:11:02,908 Segmentron INFO: Epoch: 50/400 || Iters: 116/156 || Lr: 0.008873 || Loss: 0.0224 || Loss_b: 0.1020 || Cost Time: 2:06:57 || Estimated Time: 14:53:58 2020-11-03 12:11:11,966 Segmentron INFO: Epoch: 50/400 || Iters: 126/156 || Lr: 0.008872 || Loss: 0.0318 || Loss_b: 0.1264 || Cost Time: 2:07:06 || Estimated Time: 14:53:43 2020-11-03 12:11:20,977 Segmentron INFO: Epoch: 50/400 || Iters: 136/156 || Lr: 0.008871 || Loss: 0.0215 || Loss_b: 0.1149 || Cost Time: 2:07:15 || Estimated Time: 14:53:28 2020-11-03 12:11:31,027 Segmentron INFO: Epoch: 50/400 || Iters: 146/156 || Lr: 0.008869 || Loss: 0.0247 || Loss_b: 0.1123 || Cost Time: 2:07:25 || Estimated Time: 14:53:19 2020-11-03 12:11:40,166 Segmentron INFO: Epoch: 50/400 || Iters: 0/156 || Lr: 0.008868 || Loss: 0.0254 || Loss_b: 0.1077 || Cost Time: 2:07:35 || Estimated Time: 14:53:05 2020-11-03 12:11:40,859 Segmentron INFO: Epoch 50 model saved in: workdir/a2-2-3-400e/50.pth 2020-11-03 12:11:50,338 Segmentron INFO: Epoch: 51/400 || Iters: 10/156 || Lr: 0.008866 || Loss: 0.0191 || Loss_b: 0.1035 || Cost Time: 2:07:45 || Estimated Time: 14:52:58 2020-11-03 12:12:00,552 Segmentron INFO: Epoch: 51/400 || Iters: 20/156 || Lr: 0.008865 || Loss: 0.0125 || Loss_b: 0.0869 || Cost Time: 2:07:55 || Estimated Time: 14:52:51 2020-11-03 12:12:09,586 Segmentron INFO: Epoch: 51/400 || Iters: 30/156 || Lr: 0.008863 || Loss: 0.0160 || Loss_b: 0.8353 || Cost Time: 2:08:04 || Estimated Time: 14:52:35 2020-11-03 12:12:20,831 Segmentron INFO: Epoch: 51/400 || Iters: 40/156 || Lr: 0.008862 || Loss: 0.0205 || Loss_b: 0.8603 || Cost Time: 2:08:15 || Estimated Time: 14:52:35 2020-11-03 12:12:29,574 Segmentron INFO: Epoch: 51/400 || Iters: 50/156 || Lr: 0.008860 || Loss: 0.0231 || Loss_b: 0.8016 || Cost Time: 2:08:24 || Estimated Time: 14:52:18 2020-11-03 12:12:40,098 Segmentron INFO: Epoch: 51/400 || Iters: 60/156 || Lr: 0.008859 || Loss: 0.0275 || Loss_b: 0.3282 || Cost Time: 2:08:34 || Estimated Time: 14:52:13 2020-11-03 12:12:49,827 Segmentron INFO: Epoch: 51/400 || Iters: 70/156 || Lr: 0.008857 || Loss: 0.0447 || Loss_b: 0.2367 || Cost Time: 2:08:44 || Estimated Time: 14:52:03 2020-11-03 12:12:59,547 Segmentron INFO: Epoch: 51/400 || Iters: 80/156 || Lr: 0.008856 || Loss: 0.0235 || Loss_b: 0.1774 || Cost Time: 2:08:54 || Estimated Time: 14:51:52 2020-11-03 12:13:10,866 Segmentron INFO: Epoch: 51/400 || Iters: 90/156 || Lr: 0.008854 || Loss: 0.0432 || Loss_b: 0.2329 || Cost Time: 2:09:05 || Estimated Time: 14:51:53 2020-11-03 12:13:20,281 Segmentron INFO: Epoch: 51/400 || Iters: 100/156 || Lr: 0.008853 || Loss: 0.0218 || Loss_b: 0.1667 || Cost Time: 2:09:15 || Estimated Time: 14:51:40 2020-11-03 12:13:29,676 Segmentron INFO: Epoch: 51/400 || Iters: 110/156 || Lr: 0.008852 || Loss: 0.0171 || Loss_b: 0.1235 || Cost Time: 2:09:24 || Estimated Time: 14:51:28 2020-11-03 12:13:38,735 Segmentron INFO: Epoch: 51/400 || Iters: 120/156 || Lr: 0.008850 || Loss: 0.0259 || Loss_b: 0.1301 || Cost Time: 2:09:33 || Estimated Time: 14:51:13 2020-11-03 12:13:47,829 Segmentron INFO: Epoch: 51/400 || Iters: 130/156 || Lr: 0.008849 || Loss: 0.0363 || Loss_b: 0.1348 || Cost Time: 2:09:42 || Estimated Time: 14:50:58 2020-11-03 12:13:57,934 Segmentron INFO: Epoch: 51/400 || Iters: 140/156 || Lr: 0.008847 || Loss: 0.0270 || Loss_b: 0.1098 || Cost Time: 2:09:52 || Estimated Time: 14:50:50 2020-11-03 12:14:08,255 Segmentron INFO: Epoch: 51/400 || Iters: 150/156 || Lr: 0.008846 || Loss: 0.0182 || Loss_b: 0.1175 || Cost Time: 2:10:03 || Estimated Time: 14:50:44 2020-11-03 12:14:14,128 Segmentron INFO: Epoch 51 model saved in: workdir/a2-2-3-400e/51.pth 2020-11-03 12:14:19,126 Segmentron INFO: Epoch: 52/400 || Iters: 4/156 || Lr: 0.008844 || Loss: 0.0263 || Loss_b: 0.1033 || Cost Time: 2:10:14 || Estimated Time: 14:50:41 2020-11-03 12:14:28,465 Segmentron INFO: Epoch: 52/400 || Iters: 14/156 || Lr: 0.008843 || Loss: 0.0249 || Loss_b: 0.1214 || Cost Time: 2:10:23 || Estimated Time: 14:50:28 2020-11-03 12:14:36,466 Segmentron INFO: Epoch: 52/400 || Iters: 24/156 || Lr: 0.008841 || Loss: 0.0204 || Loss_b: 0.1091 || Cost Time: 2:10:31 || Estimated Time: 14:50:06 2020-11-03 12:14:47,031 Segmentron INFO: Epoch: 52/400 || Iters: 34/156 || Lr: 0.008840 || Loss: 0.0176 || Loss_b: 0.0994 || Cost Time: 2:10:41 || Estimated Time: 14:50:01 2020-11-03 12:14:57,033 Segmentron INFO: Epoch: 52/400 || Iters: 44/156 || Lr: 0.008838 || Loss: 0.0202 || Loss_b: 0.1141 || Cost Time: 2:10:51 || Estimated Time: 14:49:53 2020-11-03 12:15:06,445 Segmentron INFO: Epoch: 52/400 || Iters: 54/156 || Lr: 0.008837 || Loss: 0.0168 || Loss_b: 0.1065 || Cost Time: 2:11:01 || Estimated Time: 14:49:40 2020-11-03 12:15:15,767 Segmentron INFO: Epoch: 52/400 || Iters: 64/156 || Lr: 0.008835 || Loss: 0.0203 || Loss_b: 0.1108 || Cost Time: 2:11:10 || Estimated Time: 14:49:27 2020-11-03 12:15:24,595 Segmentron INFO: Epoch: 52/400 || Iters: 74/156 || Lr: 0.008834 || Loss: 0.0154 || Loss_b: 0.0970 || Cost Time: 2:11:19 || Estimated Time: 14:49:10 2020-11-03 12:15:33,855 Segmentron INFO: Epoch: 52/400 || Iters: 84/156 || Lr: 0.008833 || Loss: 0.0216 || Loss_b: 0.1152 || Cost Time: 2:11:28 || Estimated Time: 14:48:57 2020-11-03 12:15:43,668 Segmentron INFO: Epoch: 52/400 || Iters: 94/156 || Lr: 0.008831 || Loss: 0.0144 || Loss_b: 0.1037 || Cost Time: 2:11:38 || Estimated Time: 14:48:47 2020-11-03 12:15:54,161 Segmentron INFO: Epoch: 52/400 || Iters: 104/156 || Lr: 0.008830 || Loss: 0.0174 || Loss_b: 0.1007 || Cost Time: 2:11:49 || Estimated Time: 14:48:42 2020-11-03 12:16:04,486 Segmentron INFO: Epoch: 52/400 || Iters: 114/156 || Lr: 0.008828 || Loss: 0.0224 || Loss_b: 0.1215 || Cost Time: 2:11:59 || Estimated Time: 14:48:35 2020-11-03 12:16:13,271 Segmentron INFO: Epoch: 52/400 || Iters: 124/156 || Lr: 0.008827 || Loss: 0.0195 || Loss_b: 0.1039 || Cost Time: 2:12:08 || Estimated Time: 14:48:19 2020-11-03 12:16:24,051 Segmentron INFO: Epoch: 52/400 || Iters: 134/156 || Lr: 0.008825 || Loss: 0.0273 || Loss_b: 0.1132 || Cost Time: 2:12:18 || Estimated Time: 14:48:15 2020-11-03 12:16:33,537 Segmentron INFO: Epoch: 52/400 || Iters: 144/156 || Lr: 0.008824 || Loss: 0.0203 || Loss_b: 0.1015 || Cost Time: 2:12:28 || Estimated Time: 14:48:03 2020-11-03 12:16:43,069 Segmentron INFO: Epoch: 52/400 || Iters: 154/156 || Lr: 0.008822 || Loss: 0.0225 || Loss_b: 0.1294 || Cost Time: 2:12:37 || Estimated Time: 14:47:52 2020-11-03 12:16:45,614 Segmentron INFO: Epoch 52 model saved in: workdir/a2-2-3-400e/52.pth 2020-11-03 12:16:52,349 Segmentron INFO: Epoch: 53/400 || Iters: 8/156 || Lr: 0.008821 || Loss: 0.0213 || Loss_b: 0.0999 || Cost Time: 2:12:47 || Estimated Time: 14:47:38 2020-11-03 12:17:01,663 Segmentron INFO: Epoch: 53/400 || Iters: 18/156 || Lr: 0.008819 || Loss: 0.0200 || Loss_b: 0.1140 || Cost Time: 2:12:56 || Estimated Time: 14:47:25 2020-11-03 12:17:12,574 Segmentron INFO: Epoch: 53/400 || Iters: 28/156 || Lr: 0.008818 || Loss: 0.0159 || Loss_b: 0.1159 || Cost Time: 2:13:07 || Estimated Time: 14:47:23 2020-11-03 12:17:23,376 Segmentron INFO: Epoch: 53/400 || Iters: 38/156 || Lr: 0.008816 || Loss: 0.0177 || Loss_b: 0.9733 || Cost Time: 2:13:18 || Estimated Time: 14:47:20 2020-11-03 12:17:32,899 Segmentron INFO: Epoch: 53/400 || Iters: 48/156 || Lr: 0.008815 || Loss: 0.0164 || Loss_b: 0.9784 || Cost Time: 2:13:27 || Estimated Time: 14:47:08 2020-11-03 12:17:41,799 Segmentron INFO: Epoch: 53/400 || Iters: 58/156 || Lr: 0.008814 || Loss: 0.0154 || Loss_b: 0.9815 || Cost Time: 2:13:36 || Estimated Time: 14:46:52 2020-11-03 12:17:50,535 Segmentron INFO: Epoch: 53/400 || Iters: 68/156 || Lr: 0.008812 || Loss: 0.0255 || Loss_b: 0.9799 || Cost Time: 2:13:45 || Estimated Time: 14:46:35 2020-11-03 12:18:00,989 Segmentron INFO: Epoch: 53/400 || Iters: 78/156 || Lr: 0.008811 || Loss: 0.0167 || Loss_b: 0.9810 || Cost Time: 2:13:55 || Estimated Time: 14:46:29 2020-11-03 12:18:13,150 Segmentron INFO: Epoch: 53/400 || Iters: 88/156 || Lr: 0.008809 || Loss: 0.0149 || Loss_b: 0.9827 || Cost Time: 2:14:08 || Estimated Time: 14:46:35 2020-11-03 12:18:23,541 Segmentron INFO: Epoch: 53/400 || Iters: 98/156 || Lr: 0.008808 || Loss: 0.0165 || Loss_b: 0.9798 || Cost Time: 2:14:18 || Estimated Time: 14:46:29 2020-11-03 12:18:31,861 Segmentron INFO: Epoch: 53/400 || Iters: 108/156 || Lr: 0.008806 || Loss: 0.0178 || Loss_b: 0.9813 || Cost Time: 2:14:26 || Estimated Time: 14:46:09 2020-11-03 12:18:40,935 Segmentron INFO: Epoch: 53/400 || Iters: 118/156 || Lr: 0.008805 || Loss: 0.0212 || Loss_b: 0.9785 || Cost Time: 2:14:35 || Estimated Time: 14:45:55 2020-11-03 12:18:50,093 Segmentron INFO: Epoch: 53/400 || Iters: 128/156 || Lr: 0.008803 || Loss: 0.0211 || Loss_b: 0.9742 || Cost Time: 2:14:44 || Estimated Time: 14:45:41 2020-11-03 12:18:59,400 Segmentron INFO: Epoch: 53/400 || Iters: 138/156 || Lr: 0.008802 || Loss: 0.0253 || Loss_b: 0.9754 || Cost Time: 2:14:54 || Estimated Time: 14:45:28 2020-11-03 12:19:12,454 Segmentron INFO: Epoch: 53/400 || Iters: 148/156 || Lr: 0.008800 || Loss: 0.0173 || Loss_b: 0.9766 || Cost Time: 2:15:07 || Estimated Time: 14:45:39 2020-11-03 12:19:19,870 Segmentron INFO: Epoch 53 model saved in: workdir/a2-2-3-400e/53.pth 2020-11-03 12:19:21,597 Segmentron INFO: Epoch: 54/400 || Iters: 2/156 || Lr: 0.008799 || Loss: 0.0194 || Loss_b: 0.9741 || Cost Time: 2:15:16 || Estimated Time: 14:45:25 2020-11-03 12:19:30,369 Segmentron INFO: Epoch: 54/400 || Iters: 12/156 || Lr: 0.008797 || Loss: 0.0153 || Loss_b: 0.9761 || Cost Time: 2:15:25 || Estimated Time: 14:45:08 2020-11-03 12:19:40,814 Segmentron INFO: Epoch: 54/400 || Iters: 22/156 || Lr: 0.008796 || Loss: 0.0161 || Loss_b: 0.9720 || Cost Time: 2:15:35 || Estimated Time: 14:45:02 2020-11-03 12:19:49,875 Segmentron INFO: Epoch: 54/400 || Iters: 32/156 || Lr: 0.008795 || Loss: 0.0164 || Loss_b: 0.9734 || Cost Time: 2:15:44 || Estimated Time: 14:44:48 2020-11-03 12:19:59,354 Segmentron INFO: Epoch: 54/400 || Iters: 42/156 || Lr: 0.008793 || Loss: 0.0180 || Loss_b: 0.9709 || Cost Time: 2:15:54 || Estimated Time: 14:44:36 2020-11-03 12:20:08,486 Segmentron INFO: Epoch: 54/400 || Iters: 52/156 || Lr: 0.008792 || Loss: 0.0275 || Loss_b: 0.9701 || Cost Time: 2:16:03 || Estimated Time: 14:44:21 2020-11-03 12:20:22,081 Segmentron INFO: Epoch: 54/400 || Iters: 62/156 || Lr: 0.008790 || Loss: 0.0191 || Loss_b: 0.9682 || Cost Time: 2:16:16 || Estimated Time: 14:44:36 2020-11-03 12:20:31,343 Segmentron INFO: Epoch: 54/400 || Iters: 72/156 || Lr: 0.008789 || Loss: 0.0148 || Loss_b: 0.9693 || Cost Time: 2:16:26 || Estimated Time: 14:44:23 2020-11-03 12:20:39,671 Segmentron INFO: Epoch: 54/400 || Iters: 82/156 || Lr: 0.008787 || Loss: 0.0205 || Loss_b: 0.9692 || Cost Time: 2:16:34 || Estimated Time: 14:44:03 2020-11-03 12:20:48,810 Segmentron INFO: Epoch: 54/400 || Iters: 92/156 || Lr: 0.008786 || Loss: 0.0202 || Loss_b: 0.9668 || Cost Time: 2:16:43 || Estimated Time: 14:43:49 2020-11-03 12:21:02,344 Segmentron INFO: Epoch: 54/400 || Iters: 102/156 || Lr: 0.008784 || Loss: 0.0136 || Loss_b: 0.9673 || Cost Time: 2:16:57 || Estimated Time: 14:44:03 2020-11-03 12:21:10,217 Segmentron INFO: Epoch: 54/400 || Iters: 112/156 || Lr: 0.008783 || Loss: 0.0213 || Loss_b: 0.9645 || Cost Time: 2:17:05 || Estimated Time: 14:43:41 2020-11-03 12:21:18,957 Segmentron INFO: Epoch: 54/400 || Iters: 122/156 || Lr: 0.008781 || Loss: 0.0254 || Loss_b: 0.9664 || Cost Time: 2:17:13 || Estimated Time: 14:43:24 2020-11-03 12:21:27,703 Segmentron INFO: Epoch: 54/400 || Iters: 132/156 || Lr: 0.008780 || Loss: 0.0138 || Loss_b: 0.9638 || Cost Time: 2:17:22 || Estimated Time: 14:43:08 2020-11-03 12:21:37,320 Segmentron INFO: Epoch: 54/400 || Iters: 142/156 || Lr: 0.008778 || Loss: 0.0165 || Loss_b: 0.9618 || Cost Time: 2:17:32 || Estimated Time: 14:42:57 2020-11-03 12:21:48,114 Segmentron INFO: Epoch: 54/400 || Iters: 152/156 || Lr: 0.008777 || Loss: 0.0242 || Loss_b: 0.9599 || Cost Time: 2:17:43 || Estimated Time: 14:42:53 2020-11-03 12:21:52,410 Segmentron INFO: Epoch 54 model saved in: workdir/a2-2-3-400e/54.pth 2020-11-03 12:21:57,931 Segmentron INFO: Epoch: 55/400 || Iters: 6/156 || Lr: 0.008775 || Loss: 0.0174 || Loss_b: 0.9603 || Cost Time: 2:17:52 || Estimated Time: 14:42:43 2020-11-03 12:22:06,989 Segmentron INFO: Epoch: 55/400 || Iters: 16/156 || Lr: 0.008774 || Loss: 0.0237 || Loss_b: 0.9590 || Cost Time: 2:18:01 || Estimated Time: 14:42:29 2020-11-03 12:22:15,913 Segmentron INFO: Epoch: 55/400 || Iters: 26/156 || Lr: 0.008773 || Loss: 0.0220 || Loss_b: 0.9552 || Cost Time: 2:18:10 || Estimated Time: 14:42:13 2020-11-03 12:22:27,038 Segmentron INFO: Epoch: 55/400 || Iters: 36/156 || Lr: 0.008771 || Loss: 0.0151 || Loss_b: 0.9584 || Cost Time: 2:18:21 || Estimated Time: 14:42:12 2020-11-03 12:22:37,942 Segmentron INFO: Epoch: 55/400 || Iters: 46/156 || Lr: 0.008770 || Loss: 0.0176 || Loss_b: 0.9572 || Cost Time: 2:18:32 || Estimated Time: 14:42:09 2020-11-03 12:22:46,625 Segmentron INFO: Epoch: 55/400 || Iters: 56/156 || Lr: 0.008768 || Loss: 0.0178 || Loss_b: 0.9545 || Cost Time: 2:18:41 || Estimated Time: 14:41:52 2020-11-03 12:22:55,895 Segmentron INFO: Epoch: 55/400 || Iters: 66/156 || Lr: 0.008767 || Loss: 0.0255 || Loss_b: 0.9541 || Cost Time: 2:18:50 || Estimated Time: 14:41:39 2020-11-03 12:23:06,871 Segmentron INFO: Epoch: 55/400 || Iters: 76/156 || Lr: 0.008765 || Loss: 0.0210 || Loss_b: 0.9540 || Cost Time: 2:19:01 || Estimated Time: 14:41:36 2020-11-03 12:23:15,015 Segmentron INFO: Epoch: 55/400 || Iters: 86/156 || Lr: 0.008764 || Loss: 0.0218 || Loss_b: 0.9522 || Cost Time: 2:19:09 || Estimated Time: 14:41:16 2020-11-03 12:23:25,190 Segmentron INFO: Epoch: 55/400 || Iters: 96/156 || Lr: 0.008762 || Loss: 0.0186 || Loss_b: 0.9506 || Cost Time: 2:19:20 || Estimated Time: 14:41:08 2020-11-03 12:23:34,430 Segmentron INFO: Epoch: 55/400 || Iters: 106/156 || Lr: 0.008761 || Loss: 0.0200 || Loss_b: 0.9500 || Cost Time: 2:19:29 || Estimated Time: 14:40:55 2020-11-03 12:23:46,351 Segmentron INFO: Epoch: 55/400 || Iters: 116/156 || Lr: 0.008759 || Loss: 0.0176 || Loss_b: 0.9497 || Cost Time: 2:19:41 || Estimated Time: 14:40:58 2020-11-03 12:23:56,361 Segmentron INFO: Epoch: 55/400 || Iters: 126/156 || Lr: 0.008758 || Loss: 0.0203 || Loss_b: 0.9449 || Cost Time: 2:19:51 || Estimated Time: 14:40:50 2020-11-03 12:24:05,051 Segmentron INFO: Epoch: 55/400 || Iters: 136/156 || Lr: 0.008756 || Loss: 0.0268 || Loss_b: 0.9439 || Cost Time: 2:19:59 || Estimated Time: 14:40:33 2020-11-03 12:24:14,168 Segmentron INFO: Epoch: 55/400 || Iters: 146/156 || Lr: 0.008755 || Loss: 0.0224 || Loss_b: 0.9400 || Cost Time: 2:20:09 || Estimated Time: 14:40:19 2020-11-03 12:24:24,670 Segmentron INFO: Epoch: 55/400 || Iters: 0/156 || Lr: 0.008754 || Loss: 0.0229 || Loss_b: 0.9378 || Cost Time: 2:20:19 || Estimated Time: 14:40:13 2020-11-03 12:24:25,323 Segmentron INFO: Epoch 55 model saved in: workdir/a2-2-3-400e/55.pth 2020-11-03 12:24:36,088 Segmentron INFO: Epoch: 56/400 || Iters: 10/156 || Lr: 0.008752 || Loss: 0.0232 || Loss_b: 0.9357 || Cost Time: 2:20:30 || Estimated Time: 14:40:13 2020-11-03 12:24:45,837 Segmentron INFO: Epoch: 56/400 || Iters: 20/156 || Lr: 0.008751 || Loss: 0.0313 || Loss_b: 0.9198 || Cost Time: 2:20:40 || Estimated Time: 14:40:03 2020-11-03 12:24:54,609 Segmentron INFO: Epoch: 56/400 || Iters: 30/156 || Lr: 0.008749 || Loss: 0.0203 || Loss_b: 0.9287 || Cost Time: 2:20:49 || Estimated Time: 14:39:47 2020-11-03 12:25:04,921 Segmentron INFO: Epoch: 56/400 || Iters: 40/156 || Lr: 0.008748 || Loss: 0.0160 || Loss_b: 0.9166 || Cost Time: 2:20:59 || Estimated Time: 14:39:40 2020-11-03 12:25:14,626 Segmentron INFO: Epoch: 56/400 || Iters: 50/156 || Lr: 0.008746 || Loss: 0.0197 || Loss_b: 0.8969 || Cost Time: 2:21:09 || Estimated Time: 14:39:30 2020-11-03 12:25:23,893 Segmentron INFO: Epoch: 56/400 || Iters: 60/156 || Lr: 0.008745 || Loss: 0.0252 || Loss_b: 0.8550 || Cost Time: 2:21:18 || Estimated Time: 14:39:16 2020-11-03 12:25:32,571 Segmentron INFO: Epoch: 56/400 || Iters: 70/156 || Lr: 0.008743 || Loss: 0.0226 || Loss_b: 0.7490 || Cost Time: 2:21:27 || Estimated Time: 14:39:00 2020-11-03 12:25:42,702 Segmentron INFO: Epoch: 56/400 || Iters: 80/156 || Lr: 0.008742 || Loss: 0.0346 || Loss_b: 0.5170 || Cost Time: 2:21:37 || Estimated Time: 14:38:52 2020-11-03 12:25:52,967 Segmentron INFO: Epoch: 56/400 || Iters: 90/156 || Lr: 0.008740 || Loss: 0.0260 || Loss_b: 0.2831 || Cost Time: 2:21:47 || Estimated Time: 14:38:45 2020-11-03 12:26:03,109 Segmentron INFO: Epoch: 56/400 || Iters: 100/156 || Lr: 0.008739 || Loss: 0.0167 || Loss_b: 0.2071 || Cost Time: 2:21:58 || Estimated Time: 14:38:37 2020-11-03 12:26:11,886 Segmentron INFO: Epoch: 56/400 || Iters: 110/156 || Lr: 0.008737 || Loss: 0.0214 || Loss_b: 0.1781 || Cost Time: 2:22:06 || Estimated Time: 14:38:21 2020-11-03 12:26:23,027 Segmentron INFO: Epoch: 56/400 || Iters: 120/156 || Lr: 0.008736 || Loss: 0.0230 || Loss_b: 0.1815 || Cost Time: 2:22:17 || Estimated Time: 14:38:19 2020-11-03 12:26:31,753 Segmentron INFO: Epoch: 56/400 || Iters: 130/156 || Lr: 0.008734 || Loss: 0.0226 || Loss_b: 0.1156 || Cost Time: 2:22:26 || Estimated Time: 14:38:03 2020-11-03 12:26:41,562 Segmentron INFO: Epoch: 56/400 || Iters: 140/156 || Lr: 0.008733 || Loss: 0.0211 || Loss_b: 0.1283 || Cost Time: 2:22:36 || Estimated Time: 14:37:53 2020-11-03 12:26:50,261 Segmentron INFO: Epoch: 56/400 || Iters: 150/156 || Lr: 0.008732 || Loss: 0.0164 || Loss_b: 0.1347 || Cost Time: 2:22:45 || Estimated Time: 14:37:36 2020-11-03 12:26:56,632 Segmentron INFO: Epoch 56 model saved in: workdir/a2-2-3-400e/56.pth 2020-11-03 12:27:00,084 Segmentron INFO: Epoch: 57/400 || Iters: 4/156 || Lr: 0.008730 || Loss: 0.0249 || Loss_b: 0.1348 || Cost Time: 2:22:54 || Estimated Time: 14:37:26 2020-11-03 12:27:10,104 Segmentron INFO: Epoch: 57/400 || Iters: 14/156 || Lr: 0.008729 || Loss: 0.0141 || Loss_b: 0.0953 || Cost Time: 2:23:04 || Estimated Time: 14:37:18 2020-11-03 12:27:19,250 Segmentron INFO: Epoch: 57/400 || Iters: 24/156 || Lr: 0.008727 || Loss: 0.0169 || Loss_b: 0.1026 || Cost Time: 2:23:14 || Estimated Time: 14:37:04 2020-11-03 12:27:30,240 Segmentron INFO: Epoch: 57/400 || Iters: 34/156 || Lr: 0.008726 || Loss: 0.0270 || Loss_b: 0.1370 || Cost Time: 2:23:25 || Estimated Time: 14:37:01 2020-11-03 12:27:39,852 Segmentron INFO: Epoch: 57/400 || Iters: 44/156 || Lr: 0.008724 || Loss: 0.0179 || Loss_b: 0.1013 || Cost Time: 2:23:34 || Estimated Time: 14:36:50 2020-11-03 12:27:48,658 Segmentron INFO: Epoch: 57/400 || Iters: 54/156 || Lr: 0.008723 || Loss: 0.0257 || Loss_b: 0.0991 || Cost Time: 2:23:43 || Estimated Time: 14:36:34 2020-11-03 12:27:59,051 Segmentron INFO: Epoch: 57/400 || Iters: 64/156 || Lr: 0.008721 || Loss: 0.0220 || Loss_b: 0.1014 || Cost Time: 2:23:53 || Estimated Time: 14:36:28 2020-11-03 12:28:09,407 Segmentron INFO: Epoch: 57/400 || Iters: 74/156 || Lr: 0.008720 || Loss: 0.0168 || Loss_b: 0.1018 || Cost Time: 2:24:04 || Estimated Time: 14:36:22 2020-11-03 12:28:19,375 Segmentron INFO: Epoch: 57/400 || Iters: 84/156 || Lr: 0.008718 || Loss: 0.0179 || Loss_b: 0.1000 || Cost Time: 2:24:14 || Estimated Time: 14:36:13 2020-11-03 12:28:28,259 Segmentron INFO: Epoch: 57/400 || Iters: 94/156 || Lr: 0.008717 || Loss: 0.0230 || Loss_b: 0.1028 || Cost Time: 2:24:23 || Estimated Time: 14:35:57 2020-11-03 12:28:36,865 Segmentron INFO: Epoch: 57/400 || Iters: 104/156 || Lr: 0.008715 || Loss: 0.0145 || Loss_b: 0.0926 || Cost Time: 2:24:31 || Estimated Time: 14:35:40 2020-11-03 12:28:46,125 Segmentron INFO: Epoch: 57/400 || Iters: 114/156 || Lr: 0.008714 || Loss: 0.0143 || Loss_b: 0.1196 || Cost Time: 2:24:41 || Estimated Time: 14:35:27 2020-11-03 12:28:57,278 Segmentron INFO: Epoch: 57/400 || Iters: 124/156 || Lr: 0.008713 || Loss: 0.0213 || Loss_b: 0.1176 || Cost Time: 2:24:52 || Estimated Time: 14:35:25 2020-11-03 12:29:07,952 Segmentron INFO: Epoch: 57/400 || Iters: 134/156 || Lr: 0.008711 || Loss: 0.0214 || Loss_b: 0.1069 || Cost Time: 2:25:02 || Estimated Time: 14:35:21 2020-11-03 12:29:17,325 Segmentron INFO: Epoch: 57/400 || Iters: 144/156 || Lr: 0.008710 || Loss: 0.0217 || Loss_b: 0.1010 || Cost Time: 2:25:12 || Estimated Time: 14:35:08 2020-11-03 12:29:27,632 Segmentron INFO: Epoch: 57/400 || Iters: 154/156 || Lr: 0.008708 || Loss: 0.0179 || Loss_b: 0.1113 || Cost Time: 2:25:22 || Estimated Time: 14:35:01 2020-11-03 12:29:30,142 Segmentron INFO: Epoch 57 model saved in: workdir/a2-2-3-400e/57.pth 2020-11-03 12:29:37,149 Segmentron INFO: Epoch: 58/400 || Iters: 8/156 || Lr: 0.008707 || Loss: 0.0210 || Loss_b: 0.1122 || Cost Time: 2:25:32 || Estimated Time: 14:34:50 2020-11-03 12:29:46,332 Segmentron INFO: Epoch: 58/400 || Iters: 18/156 || Lr: 0.008705 || Loss: 0.0199 || Loss_b: 0.0955 || Cost Time: 2:25:41 || Estimated Time: 14:34:36 2020-11-03 12:29:55,356 Segmentron INFO: Epoch: 58/400 || Iters: 28/156 || Lr: 0.008704 || Loss: 0.0165 || Loss_b: 0.0873 || Cost Time: 2:25:50 || Estimated Time: 14:34:22 2020-11-03 12:30:06,399 Segmentron INFO: Epoch: 58/400 || Iters: 38/156 || Lr: 0.008702 || Loss: 0.0183 || Loss_b: 0.0992 || Cost Time: 2:26:01 || Estimated Time: 14:34:19 2020-11-03 12:30:16,766 Segmentron INFO: Epoch: 58/400 || Iters: 48/156 || Lr: 0.008701 || Loss: 0.0159 || Loss_b: 0.8140 || Cost Time: 2:26:11 || Estimated Time: 14:34:13 2020-11-03 12:30:25,237 Segmentron INFO: Epoch: 58/400 || Iters: 58/156 || Lr: 0.008699 || Loss: 0.0210 || Loss_b: 0.7314 || Cost Time: 2:26:20 || Estimated Time: 14:33:55 2020-11-03 12:30:35,289 Segmentron INFO: Epoch: 58/400 || Iters: 68/156 || Lr: 0.008698 || Loss: 0.0222 || Loss_b: 0.4074 || Cost Time: 2:26:30 || Estimated Time: 14:33:47 2020-11-03 12:30:47,250 Segmentron INFO: Epoch: 58/400 || Iters: 78/156 || Lr: 0.008696 || Loss: 0.0172 || Loss_b: 0.1960 || Cost Time: 2:26:42 || Estimated Time: 14:33:50 2020-11-03 12:30:54,962 Segmentron INFO: Epoch: 58/400 || Iters: 88/156 || Lr: 0.008695 || Loss: 0.0193 || Loss_b: 0.1225 || Cost Time: 2:26:49 || Estimated Time: 14:33:27 2020-11-03 12:31:04,892 Segmentron INFO: Epoch: 58/400 || Iters: 98/156 || Lr: 0.008693 || Loss: 0.0179 || Loss_b: 0.1131 || Cost Time: 2:26:59 || Estimated Time: 14:33:18 2020-11-03 12:31:14,715 Segmentron INFO: Epoch: 58/400 || Iters: 108/156 || Lr: 0.008692 || Loss: 0.0273 || Loss_b: 0.1180 || Cost Time: 2:27:09 || Estimated Time: 14:33:09 2020-11-03 12:31:24,323 Segmentron INFO: Epoch: 58/400 || Iters: 118/156 || Lr: 0.008691 || Loss: 0.0230 || Loss_b: 0.1240 || Cost Time: 2:27:19 || Estimated Time: 14:32:58 2020-11-03 12:31:34,523 Segmentron INFO: Epoch: 58/400 || Iters: 128/156 || Lr: 0.008689 || Loss: 0.0153 || Loss_b: 0.1101 || Cost Time: 2:27:29 || Estimated Time: 14:32:50 2020-11-03 12:31:43,913 Segmentron INFO: Epoch: 58/400 || Iters: 138/156 || Lr: 0.008688 || Loss: 0.0211 || Loss_b: 0.1309 || Cost Time: 2:27:38 || Estimated Time: 14:32:38 2020-11-03 12:31:53,349 Segmentron INFO: Epoch: 58/400 || Iters: 148/156 || Lr: 0.008686 || Loss: 0.0218 || Loss_b: 0.1117 || Cost Time: 2:27:48 || Estimated Time: 14:32:26 2020-11-03 12:32:01,800 Segmentron INFO: Epoch 58 model saved in: workdir/a2-2-3-400e/58.pth 2020-11-03 12:32:03,413 Segmentron INFO: Epoch: 59/400 || Iters: 2/156 || Lr: 0.008685 || Loss: 0.0162 || Loss_b: 0.0870 || Cost Time: 2:27:58 || Estimated Time: 14:32:17 2020-11-03 12:32:11,872 Segmentron INFO: Epoch: 59/400 || Iters: 12/156 || Lr: 0.008683 || Loss: 0.0213 || Loss_b: 0.1111 || Cost Time: 2:28:06 || Estimated Time: 14:32:00 2020-11-03 12:32:21,231 Segmentron INFO: Epoch: 59/400 || Iters: 22/156 || Lr: 0.008682 || Loss: 0.0288 || Loss_b: 0.1018 || Cost Time: 2:28:16 || Estimated Time: 14:31:47 2020-11-03 12:32:31,407 Segmentron INFO: Epoch: 59/400 || Iters: 32/156 || Lr: 0.008680 || Loss: 0.0187 || Loss_b: 0.0956 || Cost Time: 2:28:26 || Estimated Time: 14:31:40 2020-11-03 12:32:41,468 Segmentron INFO: Epoch: 59/400 || Iters: 42/156 || Lr: 0.008679 || Loss: 0.0176 || Loss_b: 0.1017 || Cost Time: 2:28:36 || Estimated Time: 14:31:31 2020-11-03 12:32:51,489 Segmentron INFO: Epoch: 59/400 || Iters: 52/156 || Lr: 0.008677 || Loss: 0.0208 || Loss_b: 0.1101 || Cost Time: 2:28:46 || Estimated Time: 14:31:23 2020-11-03 12:33:06,336 Segmentron INFO: Epoch: 59/400 || Iters: 62/156 || Lr: 0.008676 || Loss: 0.0148 || Loss_b: 0.0914 || Cost Time: 2:29:01 || Estimated Time: 14:31:42 2020-11-03 12:33:13,705 Segmentron INFO: Epoch: 59/400 || Iters: 72/156 || Lr: 0.008674 || Loss: 0.0146 || Loss_b: 0.0972 || Cost Time: 2:29:08 || Estimated Time: 14:31:18 2020-11-03 12:33:22,741 Segmentron INFO: Epoch: 59/400 || Iters: 82/156 || Lr: 0.008673 || Loss: 0.0142 || Loss_b: 0.1009 || Cost Time: 2:29:17 || Estimated Time: 14:31:04 2020-11-03 12:33:31,621 Segmentron INFO: Epoch: 59/400 || Iters: 92/156 || Lr: 0.008672 || Loss: 0.0109 || Loss_b: 0.0978 || Cost Time: 2:29:26 || Estimated Time: 14:30:49 2020-11-03 12:33:42,530 Segmentron INFO: Epoch: 59/400 || Iters: 102/156 || Lr: 0.008670 || Loss: 0.0239 || Loss_b: 0.1149 || Cost Time: 2:29:37 || Estimated Time: 14:30:45 2020-11-03 12:33:52,185 Segmentron INFO: Epoch: 59/400 || Iters: 112/156 || Lr: 0.008669 || Loss: 0.0197 || Loss_b: 0.0997 || Cost Time: 2:29:47 || Estimated Time: 14:30:34 2020-11-03 12:34:01,516 Segmentron INFO: Epoch: 59/400 || Iters: 122/156 || Lr: 0.008667 || Loss: 0.0210 || Loss_b: 0.1060 || Cost Time: 2:29:56 || Estimated Time: 14:30:22 2020-11-03 12:34:10,223 Segmentron INFO: Epoch: 59/400 || Iters: 132/156 || Lr: 0.008666 || Loss: 0.0148 || Loss_b: 0.0952 || Cost Time: 2:30:05 || Estimated Time: 14:30:06 2020-11-03 12:34:22,233 Segmentron INFO: Epoch: 59/400 || Iters: 142/156 || Lr: 0.008664 || Loss: 0.0188 || Loss_b: 0.0964 || Cost Time: 2:30:17 || Estimated Time: 14:30:09 2020-11-03 12:34:30,508 Segmentron INFO: Epoch: 59/400 || Iters: 152/156 || Lr: 0.008663 || Loss: 0.0188 || Loss_b: 0.1013 || Cost Time: 2:30:25 || Estimated Time: 14:29:50 2020-11-03 12:34:35,015 Segmentron INFO: Epoch 59 model saved in: workdir/a2-2-3-400e/59.pth 2020-11-03 12:34:41,157 Segmentron INFO: Epoch: 60/400 || Iters: 6/156 || Lr: 0.008661 || Loss: 0.0300 || Loss_b: 0.1295 || Cost Time: 2:30:36 || Estimated Time: 14:29:45 2020-11-03 12:34:50,354 Segmentron INFO: Epoch: 60/400 || Iters: 16/156 || Lr: 0.008660 || Loss: 0.0361 || Loss_b: 0.1246 || Cost Time: 2:30:45 || Estimated Time: 14:29:32 2020-11-03 12:35:00,244 Segmentron INFO: Epoch: 60/400 || Iters: 26/156 || Lr: 0.008658 || Loss: 0.0144 || Loss_b: 0.0877 || Cost Time: 2:30:55 || Estimated Time: 14:29:22 2020-11-03 12:35:10,978 Segmentron INFO: Epoch: 60/400 || Iters: 36/156 || Lr: 0.008657 || Loss: 0.0225 || Loss_b: 0.1082 || Cost Time: 2:31:05 || Estimated Time: 14:29:18 2020-11-03 12:35:20,229 Segmentron INFO: Epoch: 60/400 || Iters: 46/156 || Lr: 0.008655 || Loss: 0.0179 || Loss_b: 0.1128 || Cost Time: 2:31:15 || Estimated Time: 14:29:05 2020-11-03 12:35:28,969 Segmentron INFO: Epoch: 60/400 || Iters: 56/156 || Lr: 0.008654 || Loss: 0.0180 || Loss_b: 0.0874 || Cost Time: 2:31:23 || Estimated Time: 14:28:49 2020-11-03 12:35:40,250 Segmentron INFO: Epoch: 60/400 || Iters: 66/156 || Lr: 0.008652 || Loss: 0.0205 || Loss_b: 0.0931 || Cost Time: 2:31:35 || Estimated Time: 14:28:47 2020-11-03 12:35:52,280 Segmentron INFO: Epoch: 60/400 || Iters: 76/156 || Lr: 0.008651 || Loss: 0.0127 || Loss_b: 0.0895 || Cost Time: 2:31:47 || Estimated Time: 14:28:50 2020-11-03 12:36:01,487 Segmentron INFO: Epoch: 60/400 || Iters: 86/156 || Lr: 0.008650 || Loss: 0.0233 || Loss_b: 0.1026 || Cost Time: 2:31:56 || Estimated Time: 14:28:37 2020-11-03 12:36:09,636 Segmentron INFO: Epoch: 60/400 || Iters: 96/156 || Lr: 0.008648 || Loss: 0.0185 || Loss_b: 0.1067 || Cost Time: 2:32:04 || Estimated Time: 14:28:18 2020-11-03 12:36:18,526 Segmentron INFO: Epoch: 60/400 || Iters: 106/156 || Lr: 0.008647 || Loss: 0.0169 || Loss_b: 0.1033 || Cost Time: 2:32:13 || Estimated Time: 14:28:03 2020-11-03 12:36:29,200 Segmentron INFO: Epoch: 60/400 || Iters: 116/156 || Lr: 0.008645 || Loss: 0.0194 || Loss_b: 0.1040 || Cost Time: 2:32:24 || Estimated Time: 14:27:58 2020-11-03 12:36:37,984 Segmentron INFO: Epoch: 60/400 || Iters: 126/156 || Lr: 0.008644 || Loss: 0.0142 || Loss_b: 0.0907 || Cost Time: 2:32:32 || Estimated Time: 14:27:42 2020-11-03 12:36:47,993 Segmentron INFO: Epoch: 60/400 || Iters: 136/156 || Lr: 0.008642 || Loss: 0.0128 || Loss_b: 0.0870 || Cost Time: 2:32:42 || Estimated Time: 14:27:33 2020-11-03 12:36:56,741 Segmentron INFO: Epoch: 60/400 || Iters: 146/156 || Lr: 0.008641 || Loss: 0.0177 || Loss_b: 0.0980 || Cost Time: 2:32:51 || Estimated Time: 14:27:18 2020-11-03 12:37:06,995 Segmentron INFO: Epoch: 60/400 || Iters: 0/156 || Lr: 0.008639 || Loss: 0.0150 || Loss_b: 0.0927 || Cost Time: 2:33:01 || Estimated Time: 14:27:10 2020-11-03 12:37:07,578 Segmentron INFO: Epoch 60 model saved in: workdir/a2-2-3-400e/60.pth 2020-11-03 12:37:18,042 Segmentron INFO: Epoch: 61/400 || Iters: 10/156 || Lr: 0.008638 || Loss: 0.0184 || Loss_b: 0.1016 || Cost Time: 2:33:12 || Estimated Time: 14:27:07 2020-11-03 12:37:27,926 Segmentron INFO: Epoch: 61/400 || Iters: 20/156 || Lr: 0.008636 || Loss: 0.0197 || Loss_b: 0.0868 || Cost Time: 2:33:22 || Estimated Time: 14:26:58 2020-11-03 12:37:36,505 Segmentron INFO: Epoch: 61/400 || Iters: 30/156 || Lr: 0.008635 || Loss: 0.0291 || Loss_b: 0.1085 || Cost Time: 2:33:31 || Estimated Time: 14:26:41 2020-11-03 12:37:45,430 Segmentron INFO: Epoch: 61/400 || Iters: 40/156 || Lr: 0.008633 || Loss: 0.0125 || Loss_b: 0.0929 || Cost Time: 2:33:40 || Estimated Time: 14:26:26 2020-11-03 12:37:54,563 Segmentron INFO: Epoch: 61/400 || Iters: 50/156 || Lr: 0.008632 || Loss: 0.0194 || Loss_b: 0.0920 || Cost Time: 2:33:49 || Estimated Time: 14:26:13 2020-11-03 12:38:05,647 Segmentron INFO: Epoch: 61/400 || Iters: 60/156 || Lr: 0.008630 || Loss: 0.0292 || Loss_b: 0.1044 || Cost Time: 2:34:00 || Estimated Time: 14:26:10 2020-11-03 12:38:16,356 Segmentron INFO: Epoch: 61/400 || Iters: 70/156 || Lr: 0.008629 || Loss: 0.0127 || Loss_b: 0.0874 || Cost Time: 2:34:11 || Estimated Time: 14:26:05 2020-11-03 12:38:25,090 Segmentron INFO: Epoch: 61/400 || Iters: 80/156 || Lr: 0.008628 || Loss: 0.0175 || Loss_b: 0.0923 || Cost Time: 2:34:19 || Estimated Time: 14:25:50 2020-11-03 12:38:34,357 Segmentron INFO: Epoch: 61/400 || Iters: 90/156 || Lr: 0.008626 || Loss: 0.0130 || Loss_b: 0.0852 || Cost Time: 2:34:29 || Estimated Time: 14:25:37 2020-11-03 12:38:43,989 Segmentron INFO: Epoch: 61/400 || Iters: 100/156 || Lr: 0.008625 || Loss: 0.0143 || Loss_b: 0.0984 || Cost Time: 2:34:38 || Estimated Time: 14:25:26 2020-11-03 12:38:54,002 Segmentron INFO: Epoch: 61/400 || Iters: 110/156 || Lr: 0.008623 || Loss: 0.0132 || Loss_b: 0.0813 || Cost Time: 2:34:48 || Estimated Time: 14:25:17 2020-11-03 12:39:04,232 Segmentron INFO: Epoch: 61/400 || Iters: 120/156 || Lr: 0.008622 || Loss: 0.0218 || Loss_b: 0.0953 || Cost Time: 2:34:59 || Estimated Time: 14:25:10 2020-11-03 12:39:15,187 Segmentron INFO: Epoch: 61/400 || Iters: 130/156 || Lr: 0.008620 || Loss: 0.0143 || Loss_b: 0.0972 || Cost Time: 2:35:10 || Estimated Time: 14:25:06 2020-11-03 12:39:24,484 Segmentron INFO: Epoch: 61/400 || Iters: 140/156 || Lr: 0.008619 || Loss: 0.0147 || Loss_b: 1.0109 || Cost Time: 2:35:19 || Estimated Time: 14:24:54 2020-11-03 12:39:34,946 Segmentron INFO: Epoch: 61/400 || Iters: 150/156 || Lr: 0.008617 || Loss: 0.0185 || Loss_b: 1.0062 || Cost Time: 2:35:29 || Estimated Time: 14:24:48 2020-11-03 12:39:41,675 Segmentron INFO: Epoch 61 model saved in: workdir/a2-2-3-400e/61.pth 2020-11-03 12:39:45,657 Segmentron INFO: Epoch: 62/400 || Iters: 4/156 || Lr: 0.008616 || Loss: 0.0178 || Loss_b: 0.9997 || Cost Time: 2:35:40 || Estimated Time: 14:24:43 2020-11-03 12:39:55,373 Segmentron INFO: Epoch: 62/400 || Iters: 14/156 || Lr: 0.008614 || Loss: 0.0158 || Loss_b: 0.9949 || Cost Time: 2:35:50 || Estimated Time: 14:24:32 2020-11-03 12:40:04,458 Segmentron INFO: Epoch: 62/400 || Iters: 24/156 || Lr: 0.008613 || Loss: 0.0160 || Loss_b: 0.9890 || Cost Time: 2:35:59 || Estimated Time: 14:24:19 2020-11-03 12:40:13,529 Segmentron INFO: Epoch: 62/400 || Iters: 34/156 || Lr: 0.008611 || Loss: 0.0199 || Loss_b: 0.9837 || Cost Time: 2:36:08 || Estimated Time: 14:24:05 2020-11-03 12:40:23,416 Segmentron INFO: Epoch: 62/400 || Iters: 44/156 || Lr: 0.008610 || Loss: 0.0165 || Loss_b: 0.9778 || Cost Time: 2:36:18 || Estimated Time: 14:23:55 2020-11-03 12:40:33,355 Segmentron INFO: Epoch: 62/400 || Iters: 54/156 || Lr: 0.008608 || Loss: 0.0176 || Loss_b: 0.9723 || Cost Time: 2:36:28 || Estimated Time: 14:23:46 2020-11-03 12:40:43,505 Segmentron INFO: Epoch: 62/400 || Iters: 64/156 || Lr: 0.008607 || Loss: 0.0147 || Loss_b: 0.9700 || Cost Time: 2:36:38 || Estimated Time: 14:23:38 2020-11-03 12:40:53,638 Segmentron INFO: Epoch: 62/400 || Iters: 74/156 || Lr: 0.008606 || Loss: 0.0179 || Loss_b: 0.9656 || Cost Time: 2:36:48 || Estimated Time: 14:23:30 2020-11-03 12:41:02,225 Segmentron INFO: Epoch: 62/400 || Iters: 84/156 || Lr: 0.008604 || Loss: 0.0152 || Loss_b: 0.9621 || Cost Time: 2:36:57 || Estimated Time: 14:23:14 2020-11-03 12:41:11,055 Segmentron INFO: Epoch: 62/400 || Iters: 94/156 || Lr: 0.008603 || Loss: 0.0142 || Loss_b: 0.9583 || Cost Time: 2:37:05 || Estimated Time: 14:22:58 2020-11-03 12:41:20,909 Segmentron INFO: Epoch: 62/400 || Iters: 104/156 || Lr: 0.008601 || Loss: 0.0252 || Loss_b: 0.9502 || Cost Time: 2:37:15 || Estimated Time: 14:22:49 2020-11-03 12:41:31,315 Segmentron INFO: Epoch: 62/400 || Iters: 114/156 || Lr: 0.008600 || Loss: 0.0204 || Loss_b: 0.9382 || Cost Time: 2:37:26 || Estimated Time: 14:22:42 2020-11-03 12:41:42,168 Segmentron INFO: Epoch: 62/400 || Iters: 124/156 || Lr: 0.008598 || Loss: 0.0158 || Loss_b: 0.9052 || Cost Time: 2:37:37 || Estimated Time: 14:22:38 2020-11-03 12:41:50,916 Segmentron INFO: Epoch: 62/400 || Iters: 134/156 || Lr: 0.008597 || Loss: 0.0272 || Loss_b: 0.7322 || Cost Time: 2:37:45 || Estimated Time: 14:22:23 2020-11-03 12:42:00,639 Segmentron INFO: Epoch: 62/400 || Iters: 144/156 || Lr: 0.008595 || Loss: 0.0265 || Loss_b: 0.8110 || Cost Time: 2:37:55 || Estimated Time: 14:22:12 2020-11-03 12:42:10,188 Segmentron INFO: Epoch: 62/400 || Iters: 154/156 || Lr: 0.008594 || Loss: 0.0169 || Loss_b: 0.6820 || Cost Time: 2:38:05 || Estimated Time: 14:22:01 2020-11-03 12:42:12,829 Segmentron INFO: Epoch 62 model saved in: workdir/a2-2-3-400e/62.pth 2020-11-03 12:42:19,709 Segmentron INFO: Epoch: 63/400 || Iters: 8/156 || Lr: 0.008592 || Loss: 0.0212 || Loss_b: 0.9716 || Cost Time: 2:38:14 || Estimated Time: 14:21:50 2020-11-03 12:42:28,884 Segmentron INFO: Epoch: 63/400 || Iters: 18/156 || Lr: 0.008591 || Loss: 0.0200 || Loss_b: 0.9784 || Cost Time: 2:38:23 || Estimated Time: 14:21:37 2020-11-03 12:42:38,492 Segmentron INFO: Epoch: 63/400 || Iters: 28/156 || Lr: 0.008589 || Loss: 0.0134 || Loss_b: 0.9818 || Cost Time: 2:38:33 || Estimated Time: 14:21:26 2020-11-03 12:42:50,567 Segmentron INFO: Epoch: 63/400 || Iters: 38/156 || Lr: 0.008588 || Loss: 0.0219 || Loss_b: 0.9811 || Cost Time: 2:38:45 || Estimated Time: 14:21:28 2020-11-03 12:42:58,822 Segmentron INFO: Epoch: 63/400 || Iters: 48/156 || Lr: 0.008586 || Loss: 0.0170 || Loss_b: 0.9784 || Cost Time: 2:38:53 || Estimated Time: 14:21:10 2020-11-03 12:43:08,059 Segmentron INFO: Epoch: 63/400 || Iters: 58/156 || Lr: 0.008585 || Loss: 0.0179 || Loss_b: 0.9750 || Cost Time: 2:39:02 || Estimated Time: 14:20:57 2020-11-03 12:43:18,146 Segmentron INFO: Epoch: 63/400 || Iters: 68/156 || Lr: 0.008584 || Loss: 0.0165 || Loss_b: 0.9766 || Cost Time: 2:39:13 || Estimated Time: 14:20:49 2020-11-03 12:43:27,636 Segmentron INFO: Epoch: 63/400 || Iters: 78/156 || Lr: 0.008582 || Loss: 0.0197 || Loss_b: 0.9772 || Cost Time: 2:39:22 || Estimated Time: 14:20:37 2020-11-03 12:43:37,648 Segmentron INFO: Epoch: 63/400 || Iters: 88/156 || Lr: 0.008581 || Loss: 0.0173 || Loss_b: 0.9748 || Cost Time: 2:39:32 || Estimated Time: 14:20:28 2020-11-03 12:43:47,036 Segmentron INFO: Epoch: 63/400 || Iters: 98/156 || Lr: 0.008579 || Loss: 0.0178 || Loss_b: 0.9734 || Cost Time: 2:39:41 || Estimated Time: 14:20:16 2020-11-03 12:43:57,577 Segmentron INFO: Epoch: 63/400 || Iters: 108/156 || Lr: 0.008578 || Loss: 0.0150 || Loss_b: 0.9724 || Cost Time: 2:39:52 || Estimated Time: 14:20:11 2020-11-03 12:44:07,618 Segmentron INFO: Epoch: 63/400 || Iters: 118/156 || Lr: 0.008576 || Loss: 0.0280 || Loss_b: 0.9649 || Cost Time: 2:40:02 || Estimated Time: 14:20:02 2020-11-03 12:44:18,447 Segmentron INFO: Epoch: 63/400 || Iters: 128/156 || Lr: 0.008575 || Loss: 0.0206 || Loss_b: 0.9571 || Cost Time: 2:40:13 || Estimated Time: 14:19:58 2020-11-03 12:44:28,890 Segmentron INFO: Epoch: 63/400 || Iters: 138/156 || Lr: 0.008573 || Loss: 0.0206 || Loss_b: 0.9461 || Cost Time: 2:40:23 || Estimated Time: 14:19:51 2020-11-03 12:44:38,257 Segmentron INFO: Epoch: 63/400 || Iters: 148/156 || Lr: 0.008572 || Loss: 0.0160 || Loss_b: 0.8811 || Cost Time: 2:40:33 || Estimated Time: 14:19:39 2020-11-03 12:44:47,046 Segmentron INFO: Epoch 63 model saved in: workdir/a2-2-3-400e/63.pth 2020-11-03 12:44:48,666 Segmentron INFO: Epoch: 64/400 || Iters: 2/156 || Lr: 0.008570 || Loss: 0.0159 || Loss_b: 0.9118 || Cost Time: 2:40:43 || Estimated Time: 14:19:32 2020-11-03 12:44:58,031 Segmentron INFO: Epoch: 64/400 || Iters: 12/156 || Lr: 0.008569 || Loss: 0.0232 || Loss_b: 0.8633 || Cost Time: 2:40:52 || Estimated Time: 14:19:20 2020-11-03 12:45:06,863 Segmentron INFO: Epoch: 64/400 || Iters: 22/156 || Lr: 0.008567 || Loss: 0.0212 || Loss_b: 0.9005 || Cost Time: 2:41:01 || Estimated Time: 14:19:05 2020-11-03 12:45:16,145 Segmentron INFO: Epoch: 64/400 || Iters: 32/156 || Lr: 0.008566 || Loss: 0.0240 || Loss_b: 0.8566 || Cost Time: 2:41:11 || Estimated Time: 14:18:53 2020-11-03 12:45:26,969 Segmentron INFO: Epoch: 64/400 || Iters: 42/156 || Lr: 0.008564 || Loss: 0.0251 || Loss_b: 0.9431 || Cost Time: 2:41:21 || Estimated Time: 14:18:48 2020-11-03 12:45:35,649 Segmentron INFO: Epoch: 64/400 || Iters: 52/156 || Lr: 0.008563 || Loss: 0.0161 || Loss_b: 0.9486 || Cost Time: 2:41:30 || Estimated Time: 14:18:32 2020-11-03 12:45:44,792 Segmentron INFO: Epoch: 64/400 || Iters: 62/156 || Lr: 0.008562 || Loss: 0.0164 || Loss_b: 0.8566 || Cost Time: 2:41:39 || Estimated Time: 14:18:19 2020-11-03 12:45:55,325 Segmentron INFO: Epoch: 64/400 || Iters: 72/156 || Lr: 0.008560 || Loss: 0.0209 || Loss_b: 0.9217 || Cost Time: 2:41:50 || Estimated Time: 14:18:13 2020-11-03 12:46:05,256 Segmentron INFO: Epoch: 64/400 || Iters: 82/156 || Lr: 0.008559 || Loss: 0.0148 || Loss_b: 0.6709 || Cost Time: 2:42:00 || Estimated Time: 14:18:04 2020-11-03 12:46:14,822 Segmentron INFO: Epoch: 64/400 || Iters: 92/156 || Lr: 0.008557 || Loss: 0.0173 || Loss_b: 0.8699 || Cost Time: 2:42:09 || Estimated Time: 14:17:53 2020-11-03 12:46:26,053 Segmentron INFO: Epoch: 64/400 || Iters: 102/156 || Lr: 0.008556 || Loss: 0.0194 || Loss_b: 0.6874 || Cost Time: 2:42:20 || Estimated Time: 14:17:51 2020-11-03 12:46:35,248 Segmentron INFO: Epoch: 64/400 || Iters: 112/156 || Lr: 0.008554 || Loss: 0.0248 || Loss_b: 0.9481 || Cost Time: 2:42:30 || Estimated Time: 14:17:37 2020-11-03 12:46:45,260 Segmentron INFO: Epoch: 64/400 || Iters: 122/156 || Lr: 0.008553 || Loss: 0.0181 || Loss_b: 0.8395 || Cost Time: 2:42:40 || Estimated Time: 14:17:29 2020-11-03 12:46:53,724 Segmentron INFO: Epoch: 64/400 || Iters: 132/156 || Lr: 0.008551 || Loss: 0.0208 || Loss_b: 0.6629 || Cost Time: 2:42:48 || Estimated Time: 14:17:12 2020-11-03 12:47:03,005 Segmentron INFO: Epoch: 64/400 || Iters: 142/156 || Lr: 0.008550 || Loss: 0.0178 || Loss_b: 0.8135 || Cost Time: 2:42:57 || Estimated Time: 14:16:59 2020-11-03 12:47:15,439 Segmentron INFO: Epoch: 64/400 || Iters: 152/156 || Lr: 0.008548 || Loss: 0.0219 || Loss_b: 0.6826 || Cost Time: 2:43:10 || Estimated Time: 14:17:03 2020-11-03 12:47:19,012 Segmentron INFO: Epoch 64 model saved in: workdir/a2-2-3-400e/64.pth 2020-11-03 12:47:23,984 Segmentron INFO: Epoch: 65/400 || Iters: 6/156 || Lr: 0.008547 || Loss: 0.0208 || Loss_b: 0.4840 || Cost Time: 2:43:18 || Estimated Time: 14:16:47 2020-11-03 12:47:33,976 Segmentron INFO: Epoch: 65/400 || Iters: 16/156 || Lr: 0.008545 || Loss: 0.0306 || Loss_b: 0.5228 || Cost Time: 2:43:28 || Estimated Time: 14:16:38 2020-11-03 12:47:42,567 Segmentron INFO: Epoch: 65/400 || Iters: 26/156 || Lr: 0.008544 || Loss: 0.0310 || Loss_b: 0.2360 || Cost Time: 2:43:37 || Estimated Time: 14:16:22 2020-11-03 12:47:53,515 Segmentron INFO: Epoch: 65/400 || Iters: 36/156 || Lr: 0.008542 || Loss: 0.0166 || Loss_b: 0.3785 || Cost Time: 2:43:48 || Estimated Time: 14:16:18 2020-11-03 12:48:03,781 Segmentron INFO: Epoch: 65/400 || Iters: 46/156 || Lr: 0.008541 || Loss: 0.0192 || Loss_b: 0.6434 || Cost Time: 2:43:58 || Estimated Time: 14:16:11 2020-11-03 12:48:13,595 Segmentron INFO: Epoch: 65/400 || Iters: 56/156 || Lr: 0.008540 || Loss: 0.0183 || Loss_b: 0.5360 || Cost Time: 2:44:08 || Estimated Time: 14:16:01 2020-11-03 12:48:22,505 Segmentron INFO: Epoch: 65/400 || Iters: 66/156 || Lr: 0.008538 || Loss: 0.0140 || Loss_b: 0.5626 || Cost Time: 2:44:17 || Estimated Time: 14:15:46 2020-11-03 12:48:35,049 Segmentron INFO: Epoch: 65/400 || Iters: 76/156 || Lr: 0.008537 || Loss: 0.0190 || Loss_b: 0.2225 || Cost Time: 2:44:29 || Estimated Time: 14:15:51 2020-11-03 12:48:43,249 Segmentron INFO: Epoch: 65/400 || Iters: 86/156 || Lr: 0.008535 || Loss: 0.0386 || Loss_b: 0.1577 || Cost Time: 2:44:38 || Estimated Time: 14:15:33 2020-11-03 12:48:51,539 Segmentron INFO: Epoch: 65/400 || Iters: 96/156 || Lr: 0.008534 || Loss: 0.0197 || Loss_b: 0.1206 || Cost Time: 2:44:46 || Estimated Time: 14:15:15 2020-11-03 12:49:00,108 Segmentron INFO: Epoch: 65/400 || Iters: 106/156 || Lr: 0.008532 || Loss: 0.0203 || Loss_b: 0.1092 || Cost Time: 2:44:55 || Estimated Time: 14:14:59 2020-11-03 12:49:10,293 Segmentron INFO: Epoch: 65/400 || Iters: 116/156 || Lr: 0.008531 || Loss: 0.0150 || Loss_b: 0.1007 || Cost Time: 2:45:05 || Estimated Time: 14:14:51 2020-11-03 12:49:20,243 Segmentron INFO: Epoch: 65/400 || Iters: 126/156 || Lr: 0.008529 || Loss: 0.0101 || Loss_b: 0.1133 || Cost Time: 2:45:15 || Estimated Time: 14:14:42 2020-11-03 12:49:30,060 Segmentron INFO: Epoch: 65/400 || Iters: 136/156 || Lr: 0.008528 || Loss: 0.0133 || Loss_b: 0.1151 || Cost Time: 2:45:24 || Estimated Time: 14:14:32 2020-11-03 12:49:40,775 Segmentron INFO: Epoch: 65/400 || Iters: 146/156 || Lr: 0.008526 || Loss: 0.0178 || Loss_b: 0.1023 || Cost Time: 2:45:35 || Estimated Time: 14:14:27 2020-11-03 12:49:51,102 Segmentron INFO: Epoch: 65/400 || Iters: 0/156 || Lr: 0.008525 || Loss: 0.0171 || Loss_b: 0.0964 || Cost Time: 2:45:45 || Estimated Time: 14:14:20 2020-11-03 12:49:51,701 Segmentron INFO: Epoch 65 model saved in: workdir/a2-2-3-400e/65.pth 2020-11-03 12:50:02,135 Segmentron INFO: Epoch: 66/400 || Iters: 10/156 || Lr: 0.008523 || Loss: 0.0134 || Loss_b: 0.0894 || Cost Time: 2:45:57 || Estimated Time: 14:14:16 2020-11-03 12:50:10,582 Segmentron INFO: Epoch: 66/400 || Iters: 20/156 || Lr: 0.008522 || Loss: 0.0167 || Loss_b: 0.0892 || Cost Time: 2:46:05 || Estimated Time: 14:13:59 2020-11-03 12:50:19,791 Segmentron INFO: Epoch: 66/400 || Iters: 30/156 || Lr: 0.008520 || Loss: 0.0166 || Loss_b: 0.1108 || Cost Time: 2:46:14 || Estimated Time: 14:13:46 2020-11-03 12:50:29,106 Segmentron INFO: Epoch: 66/400 || Iters: 40/156 || Lr: 0.008519 || Loss: 0.0152 || Loss_b: 0.1234 || Cost Time: 2:46:24 || Estimated Time: 14:13:34 2020-11-03 12:50:39,119 Segmentron INFO: Epoch: 66/400 || Iters: 50/156 || Lr: 0.008518 || Loss: 0.0191 || Loss_b: 0.1076 || Cost Time: 2:46:34 || Estimated Time: 14:13:25 2020-11-03 12:50:51,062 Segmentron INFO: Epoch: 66/400 || Iters: 60/156 || Lr: 0.008516 || Loss: 0.0142 || Loss_b: 0.1104 || Cost Time: 2:46:45 || Estimated Time: 14:13:26 2020-11-03 12:50:59,019 Segmentron INFO: Epoch: 66/400 || Iters: 70/156 || Lr: 0.008515 || Loss: 0.0194 || Loss_b: 0.1059 || Cost Time: 2:46:53 || Estimated Time: 14:13:07 2020-11-03 12:51:08,096 Segmentron INFO: Epoch: 66/400 || Iters: 80/156 || Lr: 0.008513 || Loss: 0.0206 || Loss_b: 0.1031 || Cost Time: 2:47:02 || Estimated Time: 14:12:54 2020-11-03 12:51:17,027 Segmentron INFO: Epoch: 66/400 || Iters: 90/156 || Lr: 0.008512 || Loss: 0.0233 || Loss_b: 0.1298 || Cost Time: 2:47:11 || Estimated Time: 14:12:39 2020-11-03 12:51:26,196 Segmentron INFO: Epoch: 66/400 || Iters: 100/156 || Lr: 0.008510 || Loss: 0.0198 || Loss_b: 0.1032 || Cost Time: 2:47:21 || Estimated Time: 14:12:26 2020-11-03 12:51:37,838 Segmentron INFO: Epoch: 66/400 || Iters: 110/156 || Lr: 0.008509 || Loss: 0.0135 || Loss_b: 0.1047 || Cost Time: 2:47:32 || Estimated Time: 14:12:26 2020-11-03 12:51:49,672 Segmentron INFO: Epoch: 66/400 || Iters: 120/156 || Lr: 0.008507 || Loss: 0.0142 || Loss_b: 0.0906 || Cost Time: 2:47:44 || Estimated Time: 14:12:26 2020-11-03 12:51:57,895 Segmentron INFO: Epoch: 66/400 || Iters: 130/156 || Lr: 0.008506 || Loss: 0.0144 || Loss_b: 0.1046 || Cost Time: 2:47:52 || Estimated Time: 14:12:08 2020-11-03 12:52:08,790 Segmentron INFO: Epoch: 66/400 || Iters: 140/156 || Lr: 0.008504 || Loss: 0.0262 || Loss_b: 0.1172 || Cost Time: 2:48:03 || Estimated Time: 14:12:04 2020-11-03 12:52:18,579 Segmentron INFO: Epoch: 66/400 || Iters: 150/156 || Lr: 0.008503 || Loss: 0.0220 || Loss_b: 0.1146 || Cost Time: 2:48:13 || Estimated Time: 14:11:54 2020-11-03 12:52:24,825 Segmentron INFO: Epoch 66 model saved in: workdir/a2-2-3-400e/66.pth 2020-11-03 12:52:28,351 Segmentron INFO: Epoch: 67/400 || Iters: 4/156 || Lr: 0.008501 || Loss: 0.0159 || Loss_b: 0.0999 || Cost Time: 2:48:23 || Estimated Time: 14:11:44 2020-11-03 12:52:37,729 Segmentron INFO: Epoch: 67/400 || Iters: 14/156 || Lr: 0.008500 || Loss: 0.0210 || Loss_b: 0.0919 || Cost Time: 2:48:32 || Estimated Time: 14:11:32 2020-11-03 12:52:48,643 Segmentron INFO: Epoch: 67/400 || Iters: 24/156 || Lr: 0.008498 || Loss: 0.0131 || Loss_b: 0.0904 || Cost Time: 2:48:43 || Estimated Time: 14:11:28 2020-11-03 12:52:57,696 Segmentron INFO: Epoch: 67/400 || Iters: 34/156 || Lr: 0.008497 || Loss: 0.0168 || Loss_b: 0.0972 || Cost Time: 2:48:52 || Estimated Time: 14:11:14 2020-11-03 12:53:06,195 Segmentron INFO: Epoch: 67/400 || Iters: 44/156 || Lr: 0.008495 || Loss: 0.0211 || Loss_b: 0.1100 || Cost Time: 2:49:01 || Estimated Time: 14:10:58 2020-11-03 12:53:15,348 Segmentron INFO: Epoch: 67/400 || Iters: 54/156 || Lr: 0.008494 || Loss: 0.0118 || Loss_b: 0.0832 || Cost Time: 2:49:10 || Estimated Time: 14:10:45 2020-11-03 12:53:25,197 Segmentron INFO: Epoch: 67/400 || Iters: 64/156 || Lr: 0.008493 || Loss: 0.0139 || Loss_b: 0.0949 || Cost Time: 2:49:20 || Estimated Time: 14:10:35 2020-11-03 12:53:34,740 Segmentron INFO: Epoch: 67/400 || Iters: 74/156 || Lr: 0.008491 || Loss: 0.0352 || Loss_b: 0.1364 || Cost Time: 2:49:29 || Estimated Time: 14:10:24 2020-11-03 12:53:44,263 Segmentron INFO: Epoch: 67/400 || Iters: 84/156 || Lr: 0.008490 || Loss: 0.0251 || Loss_b: 0.1073 || Cost Time: 2:49:39 || Estimated Time: 14:10:13 2020-11-03 12:53:55,290 Segmentron INFO: Epoch: 67/400 || Iters: 94/156 || Lr: 0.008488 || Loss: 0.0152 || Loss_b: 0.0971 || Cost Time: 2:49:50 || Estimated Time: 14:10:09 2020-11-03 12:54:06,022 Segmentron INFO: Epoch: 67/400 || Iters: 104/156 || Lr: 0.008487 || Loss: 0.0131 || Loss_b: 0.0910 || Cost Time: 2:50:00 || Estimated Time: 14:10:04 2020-11-03 12:54:14,358 Segmentron INFO: Epoch: 67/400 || Iters: 114/156 || Lr: 0.008485 || Loss: 0.0113 || Loss_b: 0.0888 || Cost Time: 2:50:09 || Estimated Time: 14:09:47 2020-11-03 12:54:24,997 Segmentron INFO: Epoch: 67/400 || Iters: 124/156 || Lr: 0.008484 || Loss: 0.0175 || Loss_b: 0.0953 || Cost Time: 2:50:19 || Estimated Time: 14:09:41 2020-11-03 12:54:34,183 Segmentron INFO: Epoch: 67/400 || Iters: 134/156 || Lr: 0.008482 || Loss: 0.0195 || Loss_b: 0.1216 || Cost Time: 2:50:29 || Estimated Time: 14:09:28 2020-11-03 12:54:43,966 Segmentron INFO: Epoch: 67/400 || Iters: 144/156 || Lr: 0.008481 || Loss: 0.0154 || Loss_b: 0.0952 || Cost Time: 2:50:38 || Estimated Time: 14:09:18 2020-11-03 12:54:53,306 Segmentron INFO: Epoch: 67/400 || Iters: 154/156 || Lr: 0.008479 || Loss: 0.0146 || Loss_b: 0.1036 || Cost Time: 2:50:48 || Estimated Time: 14:09:06 2020-11-03 12:54:55,727 Segmentron INFO: Epoch 67 model saved in: workdir/a2-2-3-400e/67.pth 2020-11-03 12:55:03,196 Segmentron INFO: Epoch: 68/400 || Iters: 8/156 || Lr: 0.008478 || Loss: 0.0248 || Loss_b: 0.1271 || Cost Time: 2:50:58 || Estimated Time: 14:08:57 2020-11-03 12:55:12,980 Segmentron INFO: Epoch: 68/400 || Iters: 18/156 || Lr: 0.008476 || Loss: 0.0180 || Loss_b: 0.1105 || Cost Time: 2:51:07 || Estimated Time: 14:08:47 2020-11-03 12:55:22,470 Segmentron INFO: Epoch: 68/400 || Iters: 28/156 || Lr: 0.008475 || Loss: 0.0158 || Loss_b: 0.0901 || Cost Time: 2:51:17 || Estimated Time: 14:08:36 2020-11-03 12:55:31,150 Segmentron INFO: Epoch: 68/400 || Iters: 38/156 || Lr: 0.008473 || Loss: 0.0127 || Loss_b: 0.0908 || Cost Time: 2:51:26 || Estimated Time: 14:08:20 2020-11-03 12:55:42,060 Segmentron INFO: Epoch: 68/400 || Iters: 48/156 || Lr: 0.008472 || Loss: 0.0243 || Loss_b: 0.1077 || Cost Time: 2:51:36 || Estimated Time: 14:08:16 2020-11-03 12:55:54,072 Segmentron INFO: Epoch: 68/400 || Iters: 58/156 || Lr: 0.008471 || Loss: 0.0188 || Loss_b: 0.1083 || Cost Time: 2:51:48 || Estimated Time: 14:08:17 2020-11-03 12:56:01,571 Segmentron INFO: Epoch: 68/400 || Iters: 68/156 || Lr: 0.008469 || Loss: 0.0158 || Loss_b: 0.1042 || Cost Time: 2:51:56 || Estimated Time: 14:07:56 2020-11-03 12:56:10,377 Segmentron INFO: Epoch: 68/400 || Iters: 78/156 || Lr: 0.008468 || Loss: 0.0168 || Loss_b: 0.0930 || Cost Time: 2:52:05 || Estimated Time: 14:07:41 2020-11-03 12:56:19,725 Segmentron INFO: Epoch: 68/400 || Iters: 88/156 || Lr: 0.008466 || Loss: 0.0182 || Loss_b: 0.0931 || Cost Time: 2:52:14 || Estimated Time: 14:07:29 2020-11-03 12:56:29,540 Segmentron INFO: Epoch: 68/400 || Iters: 98/156 || Lr: 0.008465 || Loss: 0.0161 || Loss_b: 0.1275 || Cost Time: 2:52:24 || Estimated Time: 14:07:19 2020-11-03 12:56:39,265 Segmentron INFO: Epoch: 68/400 || Iters: 108/156 || Lr: 0.008463 || Loss: 0.0194 || Loss_b: 0.0974 || Cost Time: 2:52:34 || Estimated Time: 14:07:09 2020-11-03 12:56:49,546 Segmentron INFO: Epoch: 68/400 || Iters: 118/156 || Lr: 0.008462 || Loss: 0.0136 || Loss_b: 0.0926 || Cost Time: 2:52:44 || Estimated Time: 14:07:02 2020-11-03 12:56:59,864 Segmentron INFO: Epoch: 68/400 || Iters: 128/156 || Lr: 0.008460 || Loss: 0.0132 || Loss_b: 0.0861 || Cost Time: 2:52:54 || Estimated Time: 14:06:54 2020-11-03 12:57:10,609 Segmentron INFO: Epoch: 68/400 || Iters: 138/156 || Lr: 0.008459 || Loss: 0.0187 || Loss_b: 0.1119 || Cost Time: 2:53:05 || Estimated Time: 14:06:49 2020-11-03 12:57:19,552 Segmentron INFO: Epoch: 68/400 || Iters: 148/156 || Lr: 0.008457 || Loss: 0.0150 || Loss_b: 0.9760 || Cost Time: 2:53:14 || Estimated Time: 14:06:35 2020-11-03 12:57:27,413 Segmentron INFO: Epoch 68 model saved in: workdir/a2-2-3-400e/68.pth 2020-11-03 12:57:29,301 Segmentron INFO: Epoch: 69/400 || Iters: 2/156 || Lr: 0.008456 || Loss: 0.0194 || Loss_b: 1.0124 || Cost Time: 2:53:24 || Estimated Time: 14:06:25 2020-11-03 12:57:38,053 Segmentron INFO: Epoch: 69/400 || Iters: 12/156 || Lr: 0.008454 || Loss: 0.0169 || Loss_b: 1.0096 || Cost Time: 2:53:32 || Estimated Time: 14:06:10 2020-11-03 12:57:47,153 Segmentron INFO: Epoch: 69/400 || Iters: 22/156 || Lr: 0.008453 || Loss: 0.0148 || Loss_b: 1.0060 || Cost Time: 2:53:42 || Estimated Time: 14:05:57 2020-11-03 12:57:58,433 Segmentron INFO: Epoch: 69/400 || Iters: 32/156 || Lr: 0.008451 || Loss: 0.0225 || Loss_b: 1.0070 || Cost Time: 2:53:53 || Estimated Time: 14:05:54 2020-11-03 12:58:08,424 Segmentron INFO: Epoch: 69/400 || Iters: 42/156 || Lr: 0.008450 || Loss: 0.0193 || Loss_b: 1.0049 || Cost Time: 2:54:03 || Estimated Time: 14:05:45 2020-11-03 12:58:18,864 Segmentron INFO: Epoch: 69/400 || Iters: 52/156 || Lr: 0.008448 || Loss: 0.0150 || Loss_b: 1.0034 || Cost Time: 2:54:13 || Estimated Time: 14:05:38 2020-11-03 12:58:28,677 Segmentron INFO: Epoch: 69/400 || Iters: 62/156 || Lr: 0.008447 || Loss: 0.0179 || Loss_b: 1.0025 || Cost Time: 2:54:23 || Estimated Time: 14:05:29 2020-11-03 12:58:37,269 Segmentron INFO: Epoch: 69/400 || Iters: 72/156 || Lr: 0.008446 || Loss: 0.0097 || Loss_b: 0.9982 || Cost Time: 2:54:32 || Estimated Time: 14:05:13 2020-11-03 12:58:47,759 Segmentron INFO: Epoch: 69/400 || Iters: 82/156 || Lr: 0.008444 || Loss: 0.0148 || Loss_b: 0.9987 || Cost Time: 2:54:42 || Estimated Time: 14:05:07 2020-11-03 12:58:58,020 Segmentron INFO: Epoch: 69/400 || Iters: 92/156 || Lr: 0.008443 || Loss: 0.0231 || Loss_b: 0.9955 || Cost Time: 2:54:52 || Estimated Time: 14:04:59 2020-11-03 12:59:08,692 Segmentron INFO: Epoch: 69/400 || Iters: 102/156 || Lr: 0.008441 || Loss: 0.0164 || Loss_b: 0.9928 || Cost Time: 2:55:03 || Estimated Time: 14:04:53 2020-11-03 12:59:17,531 Segmentron INFO: Epoch: 69/400 || Iters: 112/156 || Lr: 0.008440 || Loss: 0.0160 || Loss_b: 0.9896 || Cost Time: 2:55:12 || Estimated Time: 14:04:39 2020-11-03 12:59:27,135 Segmentron INFO: Epoch: 69/400 || Iters: 122/156 || Lr: 0.008438 || Loss: 0.0132 || Loss_b: 0.9871 || Cost Time: 2:55:22 || Estimated Time: 14:04:28 2020-11-03 12:59:36,306 Segmentron INFO: Epoch: 69/400 || Iters: 132/156 || Lr: 0.008437 || Loss: 0.0110 || Loss_b: 0.9839 || Cost Time: 2:55:31 || Estimated Time: 14:04:15 2020-11-03 12:59:45,005 Segmentron INFO: Epoch: 69/400 || Iters: 142/156 || Lr: 0.008435 || Loss: 0.0235 || Loss_b: 0.9813 || Cost Time: 2:55:39 || Estimated Time: 14:04:00 2020-11-03 12:59:55,734 Segmentron INFO: Epoch: 69/400 || Iters: 152/156 || Lr: 0.008434 || Loss: 0.0216 || Loss_b: 0.9780 || Cost Time: 2:55:50 || Estimated Time: 14:03:55 2020-11-03 13:00:00,118 Segmentron INFO: Epoch 69 model saved in: workdir/a2-2-3-400e/69.pth 2020-11-03 13:00:05,498 Segmentron INFO: Epoch: 70/400 || Iters: 6/156 || Lr: 0.008432 || Loss: 0.0180 || Loss_b: 0.9752 || Cost Time: 2:56:00 || Estimated Time: 14:03:45 2020-11-03 13:00:14,976 Segmentron INFO: Epoch: 70/400 || Iters: 16/156 || Lr: 0.008431 || Loss: 0.0186 || Loss_b: 0.9744 || Cost Time: 2:56:09 || Estimated Time: 14:03:33 2020-11-03 13:00:27,669 Segmentron INFO: Epoch: 70/400 || Iters: 26/156 || Lr: 0.008429 || Loss: 0.0193 || Loss_b: 0.9716 || Cost Time: 2:56:22 || Estimated Time: 14:03:37 2020-11-03 13:00:35,880 Segmentron INFO: Epoch: 70/400 || Iters: 36/156 || Lr: 0.008428 || Loss: 0.0258 || Loss_b: 0.9679 || Cost Time: 2:56:30 || Estimated Time: 14:03:20 2020-11-03 13:00:45,869 Segmentron INFO: Epoch: 70/400 || Iters: 46/156 || Lr: 0.008426 || Loss: 0.0181 || Loss_b: 0.9615 || Cost Time: 2:56:40 || Estimated Time: 14:03:11 2020-11-03 13:00:54,690 Segmentron INFO: Epoch: 70/400 || Iters: 56/156 || Lr: 0.008425 || Loss: 0.0252 || Loss_b: 0.9538 || Cost Time: 2:56:49 || Estimated Time: 14:02:56 2020-11-03 13:01:04,318 Segmentron INFO: Epoch: 70/400 || Iters: 66/156 || Lr: 0.008423 || Loss: 0.0194 || Loss_b: 0.9434 || Cost Time: 2:56:59 || Estimated Time: 14:02:46 2020-11-03 13:01:14,122 Segmentron INFO: Epoch: 70/400 || Iters: 76/156 || Lr: 0.008422 || Loss: 0.0202 || Loss_b: 0.9102 || Cost Time: 2:57:09 || Estimated Time: 14:02:36 2020-11-03 13:01:24,589 Segmentron INFO: Epoch: 70/400 || Iters: 86/156 || Lr: 0.008421 || Loss: 0.0229 || Loss_b: 0.8957 || Cost Time: 2:57:19 || Estimated Time: 14:02:29 2020-11-03 13:01:35,077 Segmentron INFO: Epoch: 70/400 || Iters: 96/156 || Lr: 0.008419 || Loss: 0.0170 || Loss_b: 0.8173 || Cost Time: 2:57:29 || Estimated Time: 14:02:23 2020-11-03 13:01:43,802 Segmentron INFO: Epoch: 70/400 || Iters: 106/156 || Lr: 0.008418 || Loss: 0.0219 || Loss_b: 0.8920 || Cost Time: 2:57:38 || Estimated Time: 14:02:08 2020-11-03 13:01:52,802 Segmentron INFO: Epoch: 70/400 || Iters: 116/156 || Lr: 0.008416 || Loss: 0.0191 || Loss_b: 0.8008 || Cost Time: 2:57:47 || Estimated Time: 14:01:54 2020-11-03 13:02:03,588 Segmentron INFO: Epoch: 70/400 || Iters: 126/156 || Lr: 0.008415 || Loss: 0.0279 || Loss_b: 0.9811 || Cost Time: 2:57:58 || Estimated Time: 14:01:49 2020-11-03 13:02:12,720 Segmentron INFO: Epoch: 70/400 || Iters: 136/156 || Lr: 0.008413 || Loss: 0.0289 || Loss_b: 0.9616 || Cost Time: 2:58:07 || Estimated Time: 14:01:36 2020-11-03 13:02:22,148 Segmentron INFO: Epoch: 70/400 || Iters: 146/156 || Lr: 0.008412 || Loss: 0.0211 || Loss_b: 0.9462 || Cost Time: 2:58:17 || Estimated Time: 14:01:24 2020-11-03 13:02:33,578 Segmentron INFO: Epoch: 70/400 || Iters: 0/156 || Lr: 0.008410 || Loss: 0.0232 || Loss_b: 0.8196 || Cost Time: 2:58:28 || Estimated Time: 14:01:22 2020-11-03 13:02:34,394 Segmentron INFO: Epoch 70 model saved in: workdir/a2-2-3-400e/70.pth 2020-11-03 13:02:42,582 Segmentron INFO: Epoch: 71/400 || Iters: 10/156 || Lr: 0.008409 || Loss: 0.0205 || Loss_b: 1.0137 || Cost Time: 2:58:37 || Estimated Time: 14:01:09 2020-11-03 13:02:51,447 Segmentron INFO: Epoch: 71/400 || Iters: 20/156 || Lr: 0.008407 || Loss: 0.0249 || Loss_b: 0.9623 || Cost Time: 2:58:46 || Estimated Time: 14:00:54 2020-11-03 13:03:03,740 Segmentron INFO: Epoch: 71/400 || Iters: 30/156 || Lr: 0.008406 || Loss: 0.0261 || Loss_b: 0.8800 || Cost Time: 2:58:58 || Estimated Time: 14:00:56 2020-11-03 13:03:11,491 Segmentron INFO: Epoch: 71/400 || Iters: 40/156 || Lr: 0.008404 || Loss: 0.0193 || Loss_b: 0.6322 || Cost Time: 2:59:06 || Estimated Time: 14:00:37 2020-11-03 13:03:20,787 Segmentron INFO: Epoch: 71/400 || Iters: 50/156 || Lr: 0.008403 || Loss: 0.0220 || Loss_b: 1.0276 || Cost Time: 2:59:15 || Estimated Time: 14:00:25 2020-11-03 13:03:30,301 Segmentron INFO: Epoch: 71/400 || Iters: 60/156 || Lr: 0.008401 || Loss: 0.0139 || Loss_b: 1.0196 || Cost Time: 2:59:25 || Estimated Time: 14:00:14 2020-11-03 13:03:39,078 Segmentron INFO: Epoch: 71/400 || Iters: 70/156 || Lr: 0.008400 || Loss: 0.0215 || Loss_b: 1.0206 || Cost Time: 2:59:33 || Estimated Time: 13:59:59 2020-11-03 13:03:49,558 Segmentron INFO: Epoch: 71/400 || Iters: 80/156 || Lr: 0.008398 || Loss: 0.0190 || Loss_b: 1.0175 || Cost Time: 2:59:44 || Estimated Time: 13:59:52 2020-11-03 13:03:58,470 Segmentron INFO: Epoch: 71/400 || Iters: 90/156 || Lr: 0.008397 || Loss: 0.0272 || Loss_b: 1.0168 || Cost Time: 2:59:53 || Estimated Time: 13:59:38 2020-11-03 13:04:09,612 Segmentron INFO: Epoch: 71/400 || Iters: 100/156 || Lr: 0.008396 || Loss: 0.0234 || Loss_b: 1.0212 || Cost Time: 3:00:04 || Estimated Time: 13:59:35 2020-11-03 13:04:18,871 Segmentron INFO: Epoch: 71/400 || Iters: 110/156 || Lr: 0.008394 || Loss: 0.0172 || Loss_b: 1.0176 || Cost Time: 3:00:13 || Estimated Time: 13:59:22 2020-11-03 13:04:30,232 Segmentron INFO: Epoch: 71/400 || Iters: 120/156 || Lr: 0.008393 || Loss: 0.0153 || Loss_b: 1.0143 || Cost Time: 3:00:25 || Estimated Time: 13:59:20 2020-11-03 13:04:39,009 Segmentron INFO: Epoch: 71/400 || Iters: 130/156 || Lr: 0.008391 || Loss: 0.0208 || Loss_b: 1.0135 || Cost Time: 3:00:33 || Estimated Time: 13:59:05 2020-11-03 13:04:48,012 Segmentron INFO: Epoch: 71/400 || Iters: 140/156 || Lr: 0.008390 || Loss: 0.0245 || Loss_b: 1.0134 || Cost Time: 3:00:42 || Estimated Time: 13:58:52 2020-11-03 13:04:57,299 Segmentron INFO: Epoch: 71/400 || Iters: 150/156 || Lr: 0.008388 || Loss: 0.0168 || Loss_b: 1.0122 || Cost Time: 3:00:52 || Estimated Time: 13:58:40 2020-11-03 13:05:03,491 Segmentron INFO: Epoch 71 model saved in: workdir/a2-2-3-400e/71.pth 2020-11-03 13:05:08,020 Segmentron INFO: Epoch: 72/400 || Iters: 4/156 || Lr: 0.008387 || Loss: 0.0226 || Loss_b: 1.0083 || Cost Time: 3:01:02 || Estimated Time: 13:58:34 2020-11-03 13:05:17,446 Segmentron INFO: Epoch: 72/400 || Iters: 14/156 || Lr: 0.008385 || Loss: 0.0149 || Loss_b: 1.0025 || Cost Time: 3:01:12 || Estimated Time: 13:58:22 2020-11-03 13:05:27,302 Segmentron INFO: Epoch: 72/400 || Iters: 24/156 || Lr: 0.008384 || Loss: 0.0145 || Loss_b: 0.9971 || Cost Time: 3:01:22 || Estimated Time: 13:58:13 2020-11-03 13:05:37,164 Segmentron INFO: Epoch: 72/400 || Iters: 34/156 || Lr: 0.008382 || Loss: 0.0242 || Loss_b: 0.9905 || Cost Time: 3:01:32 || Estimated Time: 13:58:03 2020-11-03 13:05:49,076 Segmentron INFO: Epoch: 72/400 || Iters: 44/156 || Lr: 0.008381 || Loss: 0.0177 || Loss_b: 0.9761 || Cost Time: 3:01:43 || Estimated Time: 13:58:03 2020-11-03 13:05:57,230 Segmentron INFO: Epoch: 72/400 || Iters: 54/156 || Lr: 0.008379 || Loss: 0.0191 || Loss_b: 0.9609 || Cost Time: 3:01:52 || Estimated Time: 13:57:46 2020-11-03 13:06:09,007 Segmentron INFO: Epoch: 72/400 || Iters: 64/156 || Lr: 0.008378 || Loss: 0.0139 || Loss_b: 0.9438 || Cost Time: 3:02:03 || Estimated Time: 13:57:45 2020-11-03 13:06:17,885 Segmentron INFO: Epoch: 72/400 || Iters: 74/156 || Lr: 0.008376 || Loss: 0.0144 || Loss_b: 0.9193 || Cost Time: 3:02:12 || Estimated Time: 13:57:31 2020-11-03 13:06:27,333 Segmentron INFO: Epoch: 72/400 || Iters: 84/156 || Lr: 0.008375 || Loss: 0.0113 || Loss_b: 0.8551 || Cost Time: 3:02:22 || Estimated Time: 13:57:20 2020-11-03 13:06:36,639 Segmentron INFO: Epoch: 72/400 || Iters: 94/156 || Lr: 0.008373 || Loss: 0.0163 || Loss_b: 0.9699 || Cost Time: 3:02:31 || Estimated Time: 13:57:08 2020-11-03 13:06:47,020 Segmentron INFO: Epoch: 72/400 || Iters: 104/156 || Lr: 0.008372 || Loss: 0.0131 || Loss_b: 0.9500 || Cost Time: 3:02:41 || Estimated Time: 13:57:00 2020-11-03 13:06:55,679 Segmentron INFO: Epoch: 72/400 || Iters: 114/156 || Lr: 0.008371 || Loss: 0.0179 || Loss_b: 0.8123 || Cost Time: 3:02:50 || Estimated Time: 13:56:45 2020-11-03 13:07:06,238 Segmentron INFO: Epoch: 72/400 || Iters: 124/156 || Lr: 0.008369 || Loss: 0.0183 || Loss_b: 0.7205 || Cost Time: 3:03:01 || Estimated Time: 13:56:39 2020-11-03 13:07:16,761 Segmentron INFO: Epoch: 72/400 || Iters: 134/156 || Lr: 0.008368 || Loss: 0.0231 || Loss_b: 0.9635 || Cost Time: 3:03:11 || Estimated Time: 13:56:32 2020-11-03 13:07:26,505 Segmentron INFO: Epoch: 72/400 || Iters: 144/156 || Lr: 0.008366 || Loss: 0.0218 || Loss_b: 0.9715 || Cost Time: 3:03:21 || Estimated Time: 13:56:22 2020-11-03 13:07:35,928 Segmentron INFO: Epoch: 72/400 || Iters: 154/156 || Lr: 0.008365 || Loss: 0.0216 || Loss_b: 0.9641 || Cost Time: 3:03:30 || Estimated Time: 13:56:11 2020-11-03 13:07:38,362 Segmentron INFO: Epoch 72 model saved in: workdir/a2-2-3-400e/72.pth 2020-11-03 13:07:45,099 Segmentron INFO: Epoch: 73/400 || Iters: 8/156 || Lr: 0.008363 || Loss: 0.0192 || Loss_b: 0.9286 || Cost Time: 3:03:39 || Estimated Time: 13:55:58 2020-11-03 13:07:55,575 Segmentron INFO: Epoch: 73/400 || Iters: 18/156 || Lr: 0.008362 || Loss: 0.0155 || Loss_b: 0.9494 || Cost Time: 3:03:50 || Estimated Time: 13:55:51 2020-11-03 13:08:05,690 Segmentron INFO: Epoch: 73/400 || Iters: 28/156 || Lr: 0.008360 || Loss: 0.0180 || Loss_b: 0.9176 || Cost Time: 3:04:00 || Estimated Time: 13:55:43 2020-11-03 13:08:15,513 Segmentron INFO: Epoch: 73/400 || Iters: 38/156 || Lr: 0.008359 || Loss: 0.0175 || Loss_b: 0.8613 || Cost Time: 3:04:10 || Estimated Time: 13:55:33 2020-11-03 13:08:25,789 Segmentron INFO: Epoch: 73/400 || Iters: 48/156 || Lr: 0.008357 || Loss: 0.0249 || Loss_b: 0.8220 || Cost Time: 3:04:20 || Estimated Time: 13:55:26 2020-11-03 13:08:34,801 Segmentron INFO: Epoch: 73/400 || Iters: 58/156 || Lr: 0.008356 || Loss: 0.0215 || Loss_b: 0.9799 || Cost Time: 3:04:29 || Estimated Time: 13:55:12 2020-11-03 13:08:45,090 Segmentron INFO: Epoch: 73/400 || Iters: 68/156 || Lr: 0.008354 || Loss: 0.0203 || Loss_b: 0.8819 || Cost Time: 3:04:39 || Estimated Time: 13:55:05 2020-11-03 13:08:53,954 Segmentron INFO: Epoch: 73/400 || Iters: 78/156 || Lr: 0.008353 || Loss: 0.0200 || Loss_b: 0.8400 || Cost Time: 3:04:48 || Estimated Time: 13:54:51 2020-11-03 13:09:03,671 Segmentron INFO: Epoch: 73/400 || Iters: 88/156 || Lr: 0.008351 || Loss: 0.0196 || Loss_b: 0.5256 || Cost Time: 3:04:58 || Estimated Time: 13:54:40 2020-11-03 13:09:14,117 Segmentron INFO: Epoch: 73/400 || Iters: 98/156 || Lr: 0.008350 || Loss: 0.0175 || Loss_b: 0.9702 || Cost Time: 3:05:09 || Estimated Time: 13:54:33 2020-11-03 13:09:23,185 Segmentron INFO: Epoch: 73/400 || Iters: 108/156 || Lr: 0.008348 || Loss: 0.0302 || Loss_b: 0.9728 || Cost Time: 3:05:18 || Estimated Time: 13:54:20 2020-11-03 13:09:32,106 Segmentron INFO: Epoch: 73/400 || Iters: 118/156 || Lr: 0.008347 || Loss: 0.0148 || Loss_b: 0.9683 || Cost Time: 3:05:27 || Estimated Time: 13:54:06 2020-11-03 13:09:40,960 Segmentron INFO: Epoch: 73/400 || Iters: 128/156 || Lr: 0.008346 || Loss: 0.0226 || Loss_b: 0.9562 || Cost Time: 3:05:35 || Estimated Time: 13:53:52 2020-11-03 13:09:50,872 Segmentron INFO: Epoch: 73/400 || Iters: 138/156 || Lr: 0.008344 || Loss: 0.0257 || Loss_b: 0.9054 || Cost Time: 3:05:45 || Estimated Time: 13:53:43 2020-11-03 13:10:00,101 Segmentron INFO: Epoch: 73/400 || Iters: 148/156 || Lr: 0.008343 || Loss: 0.0142 || Loss_b: 0.8232 || Cost Time: 3:05:54 || Estimated Time: 13:53:31 2020-11-03 13:10:09,815 Segmentron INFO: Epoch 73 model saved in: workdir/a2-2-3-400e/73.pth 2020-11-03 13:10:11,640 Segmentron INFO: Epoch: 74/400 || Iters: 2/156 || Lr: 0.008341 || Loss: 0.0246 || Loss_b: 0.9254 || Cost Time: 3:06:06 || Estimated Time: 13:53:29 2020-11-03 13:10:20,838 Segmentron INFO: Epoch: 74/400 || Iters: 12/156 || Lr: 0.008340 || Loss: 0.0223 || Loss_b: 0.9558 || Cost Time: 3:06:15 || Estimated Time: 13:53:16 2020-11-03 13:10:31,752 Segmentron INFO: Epoch: 74/400 || Iters: 22/156 || Lr: 0.008338 || Loss: 0.0154 || Loss_b: 0.9376 || Cost Time: 3:06:26 || Estimated Time: 13:53:11 2020-11-03 13:10:40,579 Segmentron INFO: Epoch: 74/400 || Iters: 32/156 || Lr: 0.008337 || Loss: 0.0150 || Loss_b: 0.8826 || Cost Time: 3:06:35 || Estimated Time: 13:52:57 2020-11-03 13:10:50,194 Segmentron INFO: Epoch: 74/400 || Iters: 42/156 || Lr: 0.008335 || Loss: 0.0140 || Loss_b: 0.8231 || Cost Time: 3:06:45 || Estimated Time: 13:52:47 2020-11-03 13:11:02,483 Segmentron INFO: Epoch: 74/400 || Iters: 52/156 || Lr: 0.008334 || Loss: 0.0237 || Loss_b: 0.7348 || Cost Time: 3:06:57 || Estimated Time: 13:52:48 2020-11-03 13:11:13,239 Segmentron INFO: Epoch: 74/400 || Iters: 62/156 || Lr: 0.008332 || Loss: 0.0145 || Loss_b: 0.8791 || Cost Time: 3:07:08 || Estimated Time: 13:52:42 2020-11-03 13:11:21,587 Segmentron INFO: Epoch: 74/400 || Iters: 72/156 || Lr: 0.008331 || Loss: 0.0179 || Loss_b: 0.4510 || Cost Time: 3:07:16 || Estimated Time: 13:52:26 2020-11-03 13:11:31,285 Segmentron INFO: Epoch: 74/400 || Iters: 82/156 || Lr: 0.008329 || Loss: 0.0215 || Loss_b: 1.0206 || Cost Time: 3:07:26 || Estimated Time: 13:52:16 2020-11-03 13:11:40,970 Segmentron INFO: Epoch: 74/400 || Iters: 92/156 || Lr: 0.008328 || Loss: 0.0206 || Loss_b: 1.0077 || Cost Time: 3:07:35 || Estimated Time: 13:52:05 2020-11-03 13:11:50,040 Segmentron INFO: Epoch: 74/400 || Iters: 102/156 || Lr: 0.008326 || Loss: 0.0300 || Loss_b: 1.0064 || Cost Time: 3:07:44 || Estimated Time: 13:51:52 2020-11-03 13:11:59,937 Segmentron INFO: Epoch: 74/400 || Iters: 112/156 || Lr: 0.008325 || Loss: 0.0160 || Loss_b: 0.9872 || Cost Time: 3:07:54 || Estimated Time: 13:51:43 2020-11-03 13:12:08,853 Segmentron INFO: Epoch: 74/400 || Iters: 122/156 || Lr: 0.008323 || Loss: 0.0231 || Loss_b: 1.0031 || Cost Time: 3:08:03 || Estimated Time: 13:51:29 2020-11-03 13:12:19,344 Segmentron INFO: Epoch: 74/400 || Iters: 132/156 || Lr: 0.008322 || Loss: 0.0134 || Loss_b: 0.9383 || Cost Time: 3:08:14 || Estimated Time: 13:51:22 2020-11-03 13:12:30,192 Segmentron INFO: Epoch: 74/400 || Iters: 142/156 || Lr: 0.008321 || Loss: 0.0149 || Loss_b: 0.9954 || Cost Time: 3:08:25 || Estimated Time: 13:51:17 2020-11-03 13:12:39,719 Segmentron INFO: Epoch: 74/400 || Iters: 152/156 || Lr: 0.008319 || Loss: 0.0165 || Loss_b: 0.9694 || Cost Time: 3:08:34 || Estimated Time: 13:51:06 2020-11-03 13:12:45,773 Segmentron INFO: Epoch 74 model saved in: workdir/a2-2-3-400e/74.pth 2020-11-03 13:12:50,138 Segmentron INFO: Epoch: 75/400 || Iters: 6/156 || Lr: 0.008318 || Loss: 0.0226 || Loss_b: 0.9493 || Cost Time: 3:08:45 || Estimated Time: 13:50:59 2020-11-03 13:12:58,739 Segmentron INFO: Epoch: 75/400 || Iters: 16/156 || Lr: 0.008316 || Loss: 0.0200 || Loss_b: 0.9264 || Cost Time: 3:08:53 || Estimated Time: 13:50:44 2020-11-03 13:13:07,863 Segmentron INFO: Epoch: 75/400 || Iters: 26/156 || Lr: 0.008315 || Loss: 0.0200 || Loss_b: 0.8660 || Cost Time: 3:09:02 || Estimated Time: 13:50:31 2020-11-03 13:13:17,135 Segmentron INFO: Epoch: 75/400 || Iters: 36/156 || Lr: 0.008313 || Loss: 0.0189 || Loss_b: 0.6923 || Cost Time: 3:09:12 || Estimated Time: 13:50:19 2020-11-03 13:13:27,139 Segmentron INFO: Epoch: 75/400 || Iters: 46/156 || Lr: 0.008312 || Loss: 0.0276 || Loss_b: 0.9513 || Cost Time: 3:09:22 || Estimated Time: 13:50:10 2020-11-03 13:13:36,221 Segmentron INFO: Epoch: 75/400 || Iters: 56/156 || Lr: 0.008310 || Loss: 0.0143 || Loss_b: 0.8911 || Cost Time: 3:09:31 || Estimated Time: 13:49:57 2020-11-03 13:13:52,186 Segmentron INFO: Epoch: 75/400 || Iters: 66/156 || Lr: 0.008309 || Loss: 0.0182 || Loss_b: 0.7712 || Cost Time: 3:09:47 || Estimated Time: 13:50:14 2020-11-03 13:13:59,302 Segmentron INFO: Epoch: 75/400 || Iters: 76/156 || Lr: 0.008307 || Loss: 0.0211 || Loss_b: 0.7759 || Cost Time: 3:09:54 || Estimated Time: 13:49:53 2020-11-03 13:14:08,161 Segmentron INFO: Epoch: 75/400 || Iters: 86/156 || Lr: 0.008306 || Loss: 0.0202 || Loss_b: 0.5069 || Cost Time: 3:10:03 || Estimated Time: 13:49:39 2020-11-03 13:14:17,123 Segmentron INFO: Epoch: 75/400 || Iters: 96/156 || Lr: 0.008304 || Loss: 0.0144 || Loss_b: 0.9605 || Cost Time: 3:10:12 || Estimated Time: 13:49:25 2020-11-03 13:14:26,193 Segmentron INFO: Epoch: 75/400 || Iters: 106/156 || Lr: 0.008303 || Loss: 0.0128 || Loss_b: 0.9296 || Cost Time: 3:10:21 || Estimated Time: 13:49:12 2020-11-03 13:14:37,547 Segmentron INFO: Epoch: 75/400 || Iters: 116/156 || Lr: 0.008301 || Loss: 0.0217 || Loss_b: 0.8734 || Cost Time: 3:10:32 || Estimated Time: 13:49:09 2020-11-03 13:14:47,516 Segmentron INFO: Epoch: 75/400 || Iters: 126/156 || Lr: 0.008300 || Loss: 0.0293 || Loss_b: 0.4609 || Cost Time: 3:10:42 || Estimated Time: 13:49:00 2020-11-03 13:14:56,622 Segmentron INFO: Epoch: 75/400 || Iters: 136/156 || Lr: 0.008298 || Loss: 0.0173 || Loss_b: 0.8306 || Cost Time: 3:10:51 || Estimated Time: 13:48:47 2020-11-03 13:15:05,925 Segmentron INFO: Epoch: 75/400 || Iters: 146/156 || Lr: 0.008297 || Loss: 0.0190 || Loss_b: 0.5011 || Cost Time: 3:11:00 || Estimated Time: 13:48:35 2020-11-03 13:15:15,448 Segmentron INFO: Epoch: 75/400 || Iters: 0/156 || Lr: 0.008295 || Loss: 0.0250 || Loss_b: 0.5216 || Cost Time: 3:11:10 || Estimated Time: 13:48:24 2020-11-03 13:15:16,226 Segmentron INFO: Epoch 75 model saved in: workdir/a2-2-3-400e/75.pth 2020-11-03 13:15:25,126 Segmentron INFO: Epoch: 76/400 || Iters: 10/156 || Lr: 0.008294 || Loss: 0.0195 || Loss_b: 0.6632 || Cost Time: 3:11:20 || Estimated Time: 13:48:14 2020-11-03 13:15:35,274 Segmentron INFO: Epoch: 76/400 || Iters: 20/156 || Lr: 0.008293 || Loss: 0.0189 || Loss_b: 0.2641 || Cost Time: 3:11:30 || Estimated Time: 13:48:06 2020-11-03 13:15:46,001 Segmentron INFO: Epoch: 76/400 || Iters: 30/156 || Lr: 0.008291 || Loss: 0.0195 || Loss_b: 0.1874 || Cost Time: 3:11:40 || Estimated Time: 13:48:00 2020-11-03 13:15:54,882 Segmentron INFO: Epoch: 76/400 || Iters: 40/156 || Lr: 0.008290 || Loss: 0.0189 || Loss_b: 0.3256 || Cost Time: 3:11:49 || Estimated Time: 13:47:46 2020-11-03 13:16:04,685 Segmentron INFO: Epoch: 76/400 || Iters: 50/156 || Lr: 0.008288 || Loss: 0.0247 || Loss_b: 0.1957 || Cost Time: 3:11:59 || Estimated Time: 13:47:36 2020-11-03 13:16:15,151 Segmentron INFO: Epoch: 76/400 || Iters: 60/156 || Lr: 0.008287 || Loss: 0.0210 || Loss_b: 0.1575 || Cost Time: 3:12:10 || Estimated Time: 13:47:29 2020-11-03 13:16:24,712 Segmentron INFO: Epoch: 76/400 || Iters: 70/156 || Lr: 0.008285 || Loss: 0.0270 || Loss_b: 0.1241 || Cost Time: 3:12:19 || Estimated Time: 13:47:18 2020-11-03 13:16:35,782 Segmentron INFO: Epoch: 76/400 || Iters: 80/156 || Lr: 0.008284 || Loss: 0.0224 || Loss_b: 0.1041 || Cost Time: 3:12:30 || Estimated Time: 13:47:14 2020-11-03 13:16:44,578 Segmentron INFO: Epoch: 76/400 || Iters: 90/156 || Lr: 0.008282 || Loss: 0.0214 || Loss_b: 0.1145 || Cost Time: 3:12:39 || Estimated Time: 13:47:00 2020-11-03 13:16:53,585 Segmentron INFO: Epoch: 76/400 || Iters: 100/156 || Lr: 0.008281 || Loss: 0.0185 || Loss_b: 0.1140 || Cost Time: 3:12:48 || Estimated Time: 13:46:47 2020-11-03 13:17:02,786 Segmentron INFO: Epoch: 76/400 || Iters: 110/156 || Lr: 0.008279 || Loss: 0.0178 || Loss_b: 0.1085 || Cost Time: 3:12:57 || Estimated Time: 13:46:34 2020-11-03 13:17:16,352 Segmentron INFO: Epoch: 76/400 || Iters: 120/156 || Lr: 0.008278 || Loss: 0.0181 || Loss_b: 0.0985 || Cost Time: 3:13:11 || Estimated Time: 13:46:41 2020-11-03 13:17:24,363 Segmentron INFO: Epoch: 76/400 || Iters: 130/156 || Lr: 0.008276 || Loss: 0.0203 || Loss_b: 0.1164 || Cost Time: 3:13:19 || Estimated Time: 13:46:23 2020-11-03 13:17:33,129 Segmentron INFO: Epoch: 76/400 || Iters: 140/156 || Lr: 0.008275 || Loss: 0.0172 || Loss_b: 0.1202 || Cost Time: 3:13:28 || Estimated Time: 13:46:09 2020-11-03 13:17:43,895 Segmentron INFO: Epoch: 76/400 || Iters: 150/156 || Lr: 0.008273 || Loss: 0.0126 || Loss_b: 0.0919 || Cost Time: 3:13:38 || Estimated Time: 13:46:03 2020-11-03 13:17:49,460 Segmentron INFO: Epoch 76 model saved in: workdir/a2-2-3-400e/76.pth 2020-11-03 13:17:52,989 Segmentron INFO: Epoch: 77/400 || Iters: 4/156 || Lr: 0.008272 || Loss: 0.0182 || Loss_b: 0.0994 || Cost Time: 3:13:47 || Estimated Time: 13:45:50 2020-11-03 13:18:03,287 Segmentron INFO: Epoch: 77/400 || Iters: 14/156 || Lr: 0.008270 || Loss: 0.0230 || Loss_b: 0.1046 || Cost Time: 3:13:58 || Estimated Time: 13:45:43 2020-11-03 13:18:11,975 Segmentron INFO: Epoch: 77/400 || Iters: 24/156 || Lr: 0.008269 || Loss: 0.0237 || Loss_b: 0.1063 || Cost Time: 3:14:06 || Estimated Time: 13:45:28 2020-11-03 13:18:21,705 Segmentron INFO: Epoch: 77/400 || Iters: 34/156 || Lr: 0.008267 || Loss: 0.0143 || Loss_b: 0.1061 || Cost Time: 3:14:16 || Estimated Time: 13:45:18 2020-11-03 13:18:31,462 Segmentron INFO: Epoch: 77/400 || Iters: 44/156 || Lr: 0.008266 || Loss: 0.0188 || Loss_b: 0.1027 || Cost Time: 3:14:26 || Estimated Time: 13:45:08 2020-11-03 13:18:42,310 Segmentron INFO: Epoch: 77/400 || Iters: 54/156 || Lr: 0.008265 || Loss: 0.0307 || Loss_b: 0.1086 || Cost Time: 3:14:37 || Estimated Time: 13:45:03 2020-11-03 13:18:51,866 Segmentron INFO: Epoch: 77/400 || Iters: 64/156 || Lr: 0.008263 || Loss: 0.0125 || Loss_b: 0.1016 || Cost Time: 3:14:46 || Estimated Time: 13:44:52 2020-11-03 13:19:01,252 Segmentron INFO: Epoch: 77/400 || Iters: 74/156 || Lr: 0.008262 || Loss: 0.0133 || Loss_b: 0.1052 || Cost Time: 3:14:56 || Estimated Time: 13:44:40 2020-11-03 13:19:11,281 Segmentron INFO: Epoch: 77/400 || Iters: 84/156 || Lr: 0.008260 || Loss: 0.0128 || Loss_b: 0.0854 || Cost Time: 3:15:06 || Estimated Time: 13:44:31 2020-11-03 13:19:19,692 Segmentron INFO: Epoch: 77/400 || Iters: 94/156 || Lr: 0.008259 || Loss: 0.0133 || Loss_b: 0.0925 || Cost Time: 3:15:14 || Estimated Time: 13:44:16 2020-11-03 13:19:31,591 Segmentron INFO: Epoch: 77/400 || Iters: 104/156 || Lr: 0.008257 || Loss: 0.0199 || Loss_b: 0.1201 || Cost Time: 3:15:26 || Estimated Time: 13:44:15 2020-11-03 13:19:41,113 Segmentron INFO: Epoch: 77/400 || Iters: 114/156 || Lr: 0.008256 || Loss: 0.0135 || Loss_b: 0.0985 || Cost Time: 3:15:36 || Estimated Time: 13:44:04 2020-11-03 13:19:50,727 Segmentron INFO: Epoch: 77/400 || Iters: 124/156 || Lr: 0.008254 || Loss: 0.0205 || Loss_b: 0.1113 || Cost Time: 3:15:45 || Estimated Time: 13:43:53 2020-11-03 13:20:01,825 Segmentron INFO: Epoch: 77/400 || Iters: 134/156 || Lr: 0.008253 || Loss: 0.0140 || Loss_b: 0.0956 || Cost Time: 3:15:56 || Estimated Time: 13:43:49 2020-11-03 13:20:10,088 Segmentron INFO: Epoch: 77/400 || Iters: 144/156 || Lr: 0.008251 || Loss: 0.0155 || Loss_b: 0.0916 || Cost Time: 3:16:04 || Estimated Time: 13:43:32 2020-11-03 13:20:19,001 Segmentron INFO: Epoch: 77/400 || Iters: 154/156 || Lr: 0.008250 || Loss: 0.0179 || Loss_b: 0.0962 || Cost Time: 3:16:13 || Estimated Time: 13:43:19 2020-11-03 13:20:21,376 Segmentron INFO: Epoch 77 model saved in: workdir/a2-2-3-400e/77.pth 2020-11-03 13:20:28,665 Segmentron INFO: Epoch: 78/400 || Iters: 8/156 || Lr: 0.008248 || Loss: 0.0151 || Loss_b: 0.1013 || Cost Time: 3:16:23 || Estimated Time: 13:43:08 2020-11-03 13:20:38,422 Segmentron INFO: Epoch: 78/400 || Iters: 18/156 || Lr: 0.008247 || Loss: 0.0185 || Loss_b: 0.1063 || Cost Time: 3:16:33 || Estimated Time: 13:42:59 2020-11-03 13:20:47,995 Segmentron INFO: Epoch: 78/400 || Iters: 28/156 || Lr: 0.008245 || Loss: 0.0152 || Loss_b: 0.0899 || Cost Time: 3:16:42 || Estimated Time: 13:42:48 2020-11-03 13:20:58,119 Segmentron INFO: Epoch: 78/400 || Iters: 38/156 || Lr: 0.008244 || Loss: 0.0199 || Loss_b: 0.0924 || Cost Time: 3:16:53 || Estimated Time: 13:42:39 2020-11-03 13:21:08,350 Segmentron INFO: Epoch: 78/400 || Iters: 48/156 || Lr: 0.008242 || Loss: 0.0260 || Loss_b: 0.1138 || Cost Time: 3:17:03 || Estimated Time: 13:42:31 2020-11-03 13:21:20,858 Segmentron INFO: Epoch: 78/400 || Iters: 58/156 || Lr: 0.008241 || Loss: 0.0172 || Loss_b: 0.0940 || Cost Time: 3:17:15 || Estimated Time: 13:42:33 2020-11-03 13:21:28,811 Segmentron INFO: Epoch: 78/400 || Iters: 68/156 || Lr: 0.008239 || Loss: 0.0146 || Loss_b: 0.1143 || Cost Time: 3:17:23 || Estimated Time: 13:42:15 2020-11-03 13:21:38,761 Segmentron INFO: Epoch: 78/400 || Iters: 78/156 || Lr: 0.008238 || Loss: 0.0176 || Loss_b: 0.1504 || Cost Time: 3:17:33 || Estimated Time: 13:42:06 2020-11-03 13:21:48,054 Segmentron INFO: Epoch: 78/400 || Iters: 88/156 || Lr: 0.008237 || Loss: 0.0283 || Loss_b: 0.1166 || Cost Time: 3:17:42 || Estimated Time: 13:41:54 2020-11-03 13:21:56,890 Segmentron INFO: Epoch: 78/400 || Iters: 98/156 || Lr: 0.008235 || Loss: 0.0185 || Loss_b: 0.0835 || Cost Time: 3:17:51 || Estimated Time: 13:41:40 2020-11-03 13:22:06,400 Segmentron INFO: Epoch: 78/400 || Iters: 108/156 || Lr: 0.008234 || Loss: 0.0199 || Loss_b: 0.1012 || Cost Time: 3:18:01 || Estimated Time: 13:41:29 2020-11-03 13:22:17,102 Segmentron INFO: Epoch: 78/400 || Iters: 118/156 || Lr: 0.008232 || Loss: 0.0102 || Loss_b: 0.0811 || Cost Time: 3:18:11 || Estimated Time: 13:41:23 2020-11-03 13:22:27,778 Segmentron INFO: Epoch: 78/400 || Iters: 128/156 || Lr: 0.008231 || Loss: 0.0168 || Loss_b: 0.0994 || Cost Time: 3:18:22 || Estimated Time: 13:41:17 2020-11-03 13:22:37,004 Segmentron INFO: Epoch: 78/400 || Iters: 138/156 || Lr: 0.008229 || Loss: 0.0177 || Loss_b: 0.1076 || Cost Time: 3:18:31 || Estimated Time: 13:41:05 2020-11-03 13:22:45,909 Segmentron INFO: Epoch: 78/400 || Iters: 148/156 || Lr: 0.008228 || Loss: 0.0137 || Loss_b: 0.0889 || Cost Time: 3:18:40 || Estimated Time: 13:40:51 2020-11-03 13:22:54,428 Segmentron INFO: Epoch 78 model saved in: workdir/a2-2-3-400e/78.pth 2020-11-03 13:22:56,225 Segmentron INFO: Epoch: 79/400 || Iters: 2/156 || Lr: 0.008226 || Loss: 0.0188 || Loss_b: 0.0943 || Cost Time: 3:18:51 || Estimated Time: 13:40:44 2020-11-03 13:23:06,070 Segmentron INFO: Epoch: 79/400 || Iters: 12/156 || Lr: 0.008225 || Loss: 0.0128 || Loss_b: 0.0888 || Cost Time: 3:19:00 || Estimated Time: 13:40:34 2020-11-03 13:23:15,386 Segmentron INFO: Epoch: 79/400 || Iters: 22/156 || Lr: 0.008223 || Loss: 0.0181 || Loss_b: 0.1012 || Cost Time: 3:19:10 || Estimated Time: 13:40:22 2020-11-03 13:23:24,194 Segmentron INFO: Epoch: 79/400 || Iters: 32/156 || Lr: 0.008222 || Loss: 0.0152 || Loss_b: 0.0978 || Cost Time: 3:19:19 || Estimated Time: 13:40:08 2020-11-03 13:23:33,344 Segmentron INFO: Epoch: 79/400 || Iters: 42/156 || Lr: 0.008220 || Loss: 0.0198 || Loss_b: 0.1177 || Cost Time: 3:19:28 || Estimated Time: 13:39:56 2020-11-03 13:23:45,677 Segmentron INFO: Epoch: 79/400 || Iters: 52/156 || Lr: 0.008219 || Loss: 0.0149 || Loss_b: 0.0915 || Cost Time: 3:19:40 || Estimated Time: 13:39:56 2020-11-03 13:23:53,575 Segmentron INFO: Epoch: 79/400 || Iters: 62/156 || Lr: 0.008217 || Loss: 0.0117 || Loss_b: 0.0910 || Cost Time: 3:19:48 || Estimated Time: 13:39:39 2020-11-03 13:24:03,982 Segmentron INFO: Epoch: 79/400 || Iters: 72/156 || Lr: 0.008216 || Loss: 0.0198 || Loss_b: 0.0958 || Cost Time: 3:19:58 || Estimated Time: 13:39:31 2020-11-03 13:24:13,518 Segmentron INFO: Epoch: 79/400 || Iters: 82/156 || Lr: 0.008214 || Loss: 0.0258 || Loss_b: 0.1024 || Cost Time: 3:20:08 || Estimated Time: 13:39:20 2020-11-03 13:24:23,312 Segmentron INFO: Epoch: 79/400 || Iters: 92/156 || Lr: 0.008213 || Loss: 0.0219 || Loss_b: 0.1072 || Cost Time: 3:20:18 || Estimated Time: 13:39:11 2020-11-03 13:24:35,658 Segmentron INFO: Epoch: 79/400 || Iters: 102/156 || Lr: 0.008211 || Loss: 0.0136 || Loss_b: 0.1032 || Cost Time: 3:20:30 || Estimated Time: 13:39:11 2020-11-03 13:24:43,491 Segmentron INFO: Epoch: 79/400 || Iters: 112/156 || Lr: 0.008210 || Loss: 0.0174 || Loss_b: 0.0937 || Cost Time: 3:20:38 || Estimated Time: 13:38:53 2020-11-03 13:24:52,451 Segmentron INFO: Epoch: 79/400 || Iters: 122/156 || Lr: 0.008209 || Loss: 0.0238 || Loss_b: 0.0993 || Cost Time: 3:20:47 || Estimated Time: 13:38:40 2020-11-03 13:25:03,936 Segmentron INFO: Epoch: 79/400 || Iters: 132/156 || Lr: 0.008207 || Loss: 0.0218 || Loss_b: 0.1067 || Cost Time: 3:20:58 || Estimated Time: 13:38:37 2020-11-03 13:25:14,010 Segmentron INFO: Epoch: 79/400 || Iters: 142/156 || Lr: 0.008206 || Loss: 0.0183 || Loss_b: 0.0930 || Cost Time: 3:21:08 || Estimated Time: 13:38:28 2020-11-03 13:25:22,854 Segmentron INFO: Epoch: 79/400 || Iters: 152/156 || Lr: 0.008204 || Loss: 0.0140 || Loss_b: 0.0915 || Cost Time: 3:21:17 || Estimated Time: 13:38:15 2020-11-03 13:25:27,586 Segmentron INFO: Epoch 79 model saved in: workdir/a2-2-3-400e/79.pth 2020-11-03 13:25:32,721 Segmentron INFO: Epoch: 80/400 || Iters: 6/156 || Lr: 0.008203 || Loss: 0.0134 || Loss_b: 0.0996 || Cost Time: 3:21:27 || Estimated Time: 13:38:05 2020-11-03 13:25:41,603 Segmentron INFO: Epoch: 80/400 || Iters: 16/156 || Lr: 0.008201 || Loss: 0.0246 || Loss_b: 0.1178 || Cost Time: 3:21:36 || Estimated Time: 13:37:52 2020-11-03 13:25:54,598 Segmentron INFO: Epoch: 80/400 || Iters: 26/156 || Lr: 0.008200 || Loss: 0.0209 || Loss_b: 0.1095 || Cost Time: 3:21:49 || Estimated Time: 13:37:55 2020-11-03 13:26:02,582 Segmentron INFO: Epoch: 80/400 || Iters: 36/156 || Lr: 0.008198 || Loss: 0.0150 || Loss_b: 0.0995 || Cost Time: 3:21:57 || Estimated Time: 13:37:38 2020-11-03 13:26:12,070 Segmentron INFO: Epoch: 80/400 || Iters: 46/156 || Lr: 0.008197 || Loss: 0.0131 || Loss_b: 0.0928 || Cost Time: 3:22:06 || Estimated Time: 13:37:27 2020-11-03 13:26:20,842 Segmentron INFO: Epoch: 80/400 || Iters: 56/156 || Lr: 0.008195 || Loss: 0.0205 || Loss_b: 0.0931 || Cost Time: 3:22:15 || Estimated Time: 13:37:13 2020-11-03 13:26:31,290 Segmentron INFO: Epoch: 80/400 || Iters: 66/156 || Lr: 0.008194 || Loss: 0.0156 || Loss_b: 0.0914 || Cost Time: 3:22:26 || Estimated Time: 13:37:05 2020-11-03 13:26:41,569 Segmentron INFO: Epoch: 80/400 || Iters: 76/156 || Lr: 0.008192 || Loss: 0.0141 || Loss_b: 0.0901 || Cost Time: 3:22:36 || Estimated Time: 13:36:58 2020-11-03 13:26:50,691 Segmentron INFO: Epoch: 80/400 || Iters: 86/156 || Lr: 0.008191 || Loss: 0.0134 || Loss_b: 0.0984 || Cost Time: 3:22:45 || Estimated Time: 13:36:45 2020-11-03 13:26:59,910 Segmentron INFO: Epoch: 80/400 || Iters: 96/156 || Lr: 0.008189 || Loss: 0.0141 || Loss_b: 0.0963 || Cost Time: 3:22:54 || Estimated Time: 13:36:33 2020-11-03 13:27:10,358 Segmentron INFO: Epoch: 80/400 || Iters: 106/156 || Lr: 0.008188 || Loss: 0.0227 || Loss_b: 0.0991 || Cost Time: 3:23:05 || Estimated Time: 13:36:26 2020-11-03 13:27:19,462 Segmentron INFO: Epoch: 80/400 || Iters: 116/156 || Lr: 0.008186 || Loss: 0.0127 || Loss_b: 0.0805 || Cost Time: 3:23:14 || Estimated Time: 13:36:13 2020-11-03 13:27:28,670 Segmentron INFO: Epoch: 80/400 || Iters: 126/156 || Lr: 0.008185 || Loss: 0.0156 || Loss_b: 0.1021 || Cost Time: 3:23:23 || Estimated Time: 13:36:01 2020-11-03 13:27:39,041 Segmentron INFO: Epoch: 80/400 || Iters: 136/156 || Lr: 0.008183 || Loss: 0.0193 || Loss_b: 0.1140 || Cost Time: 3:23:33 || Estimated Time: 13:35:53 2020-11-03 13:27:50,633 Segmentron INFO: Epoch: 80/400 || Iters: 146/156 || Lr: 0.008182 || Loss: 0.0141 || Loss_b: 0.0912 || Cost Time: 3:23:45 || Estimated Time: 13:35:51 2020-11-03 13:28:00,188 Segmentron INFO: Epoch: 80/400 || Iters: 0/156 || Lr: 0.008181 || Loss: 0.0204 || Loss_b: 0.0988 || Cost Time: 3:23:55 || Estimated Time: 13:35:40 2020-11-03 13:28:00,966 Segmentron INFO: Epoch 80 model saved in: workdir/a2-2-3-400e/80.pth 2020-11-03 13:28:09,963 Segmentron INFO: Epoch: 81/400 || Iters: 10/156 || Lr: 0.008179 || Loss: 0.0143 || Loss_b: 0.0922 || Cost Time: 3:24:04 || Estimated Time: 13:35:30 2020-11-03 13:28:18,720 Segmentron INFO: Epoch: 81/400 || Iters: 20/156 || Lr: 0.008178 || Loss: 0.0119 || Loss_b: 0.0862 || Cost Time: 3:24:13 || Estimated Time: 13:35:16 2020-11-03 13:28:27,502 Segmentron INFO: Epoch: 81/400 || Iters: 30/156 || Lr: 0.008176 || Loss: 0.0147 || Loss_b: 0.0897 || Cost Time: 3:24:22 || Estimated Time: 13:35:02 2020-11-03 13:28:36,774 Segmentron INFO: Epoch: 81/400 || Iters: 40/156 || Lr: 0.008175 || Loss: 0.0216 || Loss_b: 0.1152 || Cost Time: 3:24:31 || Estimated Time: 13:34:50 2020-11-03 13:28:49,086 Segmentron INFO: Epoch: 81/400 || Iters: 50/156 || Lr: 0.008173 || Loss: 0.0163 || Loss_b: 0.1006 || Cost Time: 3:24:43 || Estimated Time: 13:34:50 2020-11-03 13:28:58,511 Segmentron INFO: Epoch: 81/400 || Iters: 60/156 || Lr: 0.008172 || Loss: 0.0140 || Loss_b: 0.0911 || Cost Time: 3:24:53 || Estimated Time: 13:34:39 2020-11-03 13:29:07,989 Segmentron INFO: Epoch: 81/400 || Iters: 70/156 || Lr: 0.008170 || Loss: 0.0208 || Loss_b: 0.0954 || Cost Time: 3:25:02 || Estimated Time: 13:34:28 2020-11-03 13:29:17,161 Segmentron INFO: Epoch: 81/400 || Iters: 80/156 || Lr: 0.008169 || Loss: 0.0159 || Loss_b: 0.0945 || Cost Time: 3:25:12 || Estimated Time: 13:34:16 2020-11-03 13:29:26,102 Segmentron INFO: Epoch: 81/400 || Iters: 90/156 || Lr: 0.008167 || Loss: 0.0223 || Loss_b: 0.1127 || Cost Time: 3:25:20 || Estimated Time: 13:34:02 2020-11-03 13:29:34,932 Segmentron INFO: Epoch: 81/400 || Iters: 100/156 || Lr: 0.008166 || Loss: 0.0103 || Loss_b: 0.0930 || Cost Time: 3:25:29 || Estimated Time: 13:33:49 2020-11-03 13:29:45,786 Segmentron INFO: Epoch: 81/400 || Iters: 110/156 || Lr: 0.008164 || Loss: 0.0247 || Loss_b: 0.0992 || Cost Time: 3:25:40 || Estimated Time: 13:33:43 2020-11-03 13:29:54,539 Segmentron INFO: Epoch: 81/400 || Iters: 120/156 || Lr: 0.008163 || Loss: 0.0142 || Loss_b: 0.1060 || Cost Time: 3:25:49 || Estimated Time: 13:33:29 2020-11-03 13:30:06,663 Segmentron INFO: Epoch: 81/400 || Iters: 130/156 || Lr: 0.008161 || Loss: 0.0163 || Loss_b: 0.0928 || Cost Time: 3:26:01 || Estimated Time: 13:33:29 2020-11-03 13:30:15,441 Segmentron INFO: Epoch: 81/400 || Iters: 140/156 || Lr: 0.008160 || Loss: 0.0149 || Loss_b: 0.0972 || Cost Time: 3:26:10 || Estimated Time: 13:33:15 2020-11-03 13:30:25,124 Segmentron INFO: Epoch: 81/400 || Iters: 150/156 || Lr: 0.008158 || Loss: 0.0130 || Loss_b: 0.0907 || Cost Time: 3:26:20 || Estimated Time: 13:33:04 2020-11-03 13:30:31,019 Segmentron INFO: Epoch 81 model saved in: workdir/a2-2-3-400e/81.pth 2020-11-03 13:30:34,410 Segmentron INFO: Epoch: 82/400 || Iters: 4/156 || Lr: 0.008157 || Loss: 0.0155 || Loss_b: 0.0952 || Cost Time: 3:26:29 || Estimated Time: 13:32:53 2020-11-03 13:30:44,668 Segmentron INFO: Epoch: 82/400 || Iters: 14/156 || Lr: 0.008155 || Loss: 0.0102 || Loss_b: 0.0818 || Cost Time: 3:26:39 || Estimated Time: 13:32:45 2020-11-03 13:30:53,848 Segmentron INFO: Epoch: 82/400 || Iters: 24/156 || Lr: 0.008154 || Loss: 0.0241 || Loss_b: 0.1078 || Cost Time: 3:26:48 || Estimated Time: 13:32:32 2020-11-03 13:31:02,906 Segmentron INFO: Epoch: 82/400 || Iters: 34/156 || Lr: 0.008152 || Loss: 0.0129 || Loss_b: 0.0867 || Cost Time: 3:26:57 || Estimated Time: 13:32:20 2020-11-03 13:31:12,803 Segmentron INFO: Epoch: 82/400 || Iters: 44/156 || Lr: 0.008151 || Loss: 0.0144 || Loss_b: 0.0930 || Cost Time: 3:27:07 || Estimated Time: 13:32:10 2020-11-03 13:31:23,136 Segmentron INFO: Epoch: 82/400 || Iters: 54/156 || Lr: 0.008150 || Loss: 0.0127 || Loss_b: 0.0920 || Cost Time: 3:27:18 || Estimated Time: 13:32:02 2020-11-03 13:31:32,477 Segmentron INFO: Epoch: 82/400 || Iters: 64/156 || Lr: 0.008148 || Loss: 0.0151 || Loss_b: 0.0941 || Cost Time: 3:27:27 || Estimated Time: 13:31:51 2020-11-03 13:31:43,027 Segmentron INFO: Epoch: 82/400 || Iters: 74/156 || Lr: 0.008147 || Loss: 0.0139 || Loss_b: 0.0847 || Cost Time: 3:27:37 || Estimated Time: 13:31:44 2020-11-03 13:31:55,227 Segmentron INFO: Epoch: 82/400 || Iters: 84/156 || Lr: 0.008145 || Loss: 0.0144 || Loss_b: 0.0965 || Cost Time: 3:27:50 || Estimated Time: 13:31:44 2020-11-03 13:32:03,326 Segmentron INFO: Epoch: 82/400 || Iters: 94/156 || Lr: 0.008144 || Loss: 0.0153 || Loss_b: 0.0891 || Cost Time: 3:27:58 || Estimated Time: 13:31:27 2020-11-03 13:32:12,299 Segmentron INFO: Epoch: 82/400 || Iters: 104/156 || Lr: 0.008142 || Loss: 0.0171 || Loss_b: 0.0888 || Cost Time: 3:28:07 || Estimated Time: 13:31:14 2020-11-03 13:32:22,719 Segmentron INFO: Epoch: 82/400 || Iters: 114/156 || Lr: 0.008141 || Loss: 0.0191 || Loss_b: 0.1082 || Cost Time: 3:28:17 || Estimated Time: 13:31:07 2020-11-03 13:32:31,488 Segmentron INFO: Epoch: 82/400 || Iters: 124/156 || Lr: 0.008139 || Loss: 0.0195 || Loss_b: 0.1106 || Cost Time: 3:28:26 || Estimated Time: 13:30:53 2020-11-03 13:32:40,827 Segmentron INFO: Epoch: 82/400 || Iters: 134/156 || Lr: 0.008138 || Loss: 0.0131 || Loss_b: 0.0832 || Cost Time: 3:28:35 || Estimated Time: 13:30:41 2020-11-03 13:32:49,899 Segmentron INFO: Epoch: 82/400 || Iters: 144/156 || Lr: 0.008136 || Loss: 0.0103 || Loss_b: 0.0920 || Cost Time: 3:28:44 || Estimated Time: 13:30:29 2020-11-03 13:33:00,472 Segmentron INFO: Epoch: 82/400 || Iters: 154/156 || Lr: 0.008135 || Loss: 0.0157 || Loss_b: 0.0905 || Cost Time: 3:28:55 || Estimated Time: 13:30:22 2020-11-03 13:33:03,040 Segmentron INFO: Epoch 82 model saved in: workdir/a2-2-3-400e/82.pth 2020-11-03 13:33:09,992 Segmentron INFO: Epoch: 83/400 || Iters: 8/156 || Lr: 0.008133 || Loss: 0.0194 || Loss_b: 0.0945 || Cost Time: 3:29:04 || Estimated Time: 13:30:11 2020-11-03 13:33:20,346 Segmentron INFO: Epoch: 83/400 || Iters: 18/156 || Lr: 0.008132 || Loss: 0.0148 || Loss_b: 0.0818 || Cost Time: 3:29:15 || Estimated Time: 13:30:03 2020-11-03 13:33:30,175 Segmentron INFO: Epoch: 83/400 || Iters: 28/156 || Lr: 0.008130 || Loss: 0.0162 || Loss_b: 0.0827 || Cost Time: 3:29:25 || Estimated Time: 13:29:54 2020-11-03 13:33:39,430 Segmentron INFO: Epoch: 83/400 || Iters: 38/156 || Lr: 0.008129 || Loss: 0.0210 || Loss_b: 0.0984 || Cost Time: 3:29:34 || Estimated Time: 13:29:42 2020-11-03 13:33:48,957 Segmentron INFO: Epoch: 83/400 || Iters: 48/156 || Lr: 0.008127 || Loss: 0.0206 || Loss_b: 0.0918 || Cost Time: 3:29:43 || Estimated Time: 13:29:31 2020-11-03 13:34:00,111 Segmentron INFO: Epoch: 83/400 || Iters: 58/156 || Lr: 0.008126 || Loss: 0.0197 || Loss_b: 0.0982 || Cost Time: 3:29:55 || Estimated Time: 13:29:26 2020-11-03 13:34:08,631 Segmentron INFO: Epoch: 83/400 || Iters: 68/156 || Lr: 0.008124 || Loss: 0.0133 || Loss_b: 0.0872 || Cost Time: 3:30:03 || Estimated Time: 13:29:12 2020-11-03 13:34:20,791 Segmentron INFO: Epoch: 83/400 || Iters: 78/156 || Lr: 0.008123 || Loss: 0.0197 || Loss_b: 0.0925 || Cost Time: 3:30:15 || Estimated Time: 13:29:11 2020-11-03 13:34:30,468 Segmentron INFO: Epoch: 83/400 || Iters: 88/156 || Lr: 0.008122 || Loss: 0.0241 || Loss_b: 0.0934 || Cost Time: 3:30:25 || Estimated Time: 13:29:00 2020-11-03 13:34:39,224 Segmentron INFO: Epoch: 83/400 || Iters: 98/156 || Lr: 0.008120 || Loss: 0.0151 || Loss_b: 0.0945 || Cost Time: 3:30:34 || Estimated Time: 13:28:47 2020-11-03 13:34:49,080 Segmentron INFO: Epoch: 83/400 || Iters: 108/156 || Lr: 0.008119 || Loss: 0.0127 || Loss_b: 0.0855 || Cost Time: 3:30:43 || Estimated Time: 13:28:37 2020-11-03 13:34:59,306 Segmentron INFO: Epoch: 83/400 || Iters: 118/156 || Lr: 0.008117 || Loss: 0.0099 || Loss_b: 0.0791 || Cost Time: 3:30:54 || Estimated Time: 13:28:29 2020-11-03 13:35:08,528 Segmentron INFO: Epoch: 83/400 || Iters: 128/156 || Lr: 0.008116 || Loss: 0.0198 || Loss_b: 0.0956 || Cost Time: 3:31:03 || Estimated Time: 13:28:17 2020-11-03 13:35:17,330 Segmentron INFO: Epoch: 83/400 || Iters: 138/156 || Lr: 0.008114 || Loss: 0.0129 || Loss_b: 0.0932 || Cost Time: 3:31:12 || Estimated Time: 13:28:03 2020-11-03 13:35:26,418 Segmentron INFO: Epoch: 83/400 || Iters: 148/156 || Lr: 0.008113 || Loss: 0.0138 || Loss_b: 0.0828 || Cost Time: 3:31:21 || Estimated Time: 13:27:51 2020-11-03 13:35:36,939 Segmentron INFO: Epoch 83 model saved in: workdir/a2-2-3-400e/83.pth 2020-11-03 13:35:38,555 Segmentron INFO: Epoch: 84/400 || Iters: 2/156 || Lr: 0.008111 || Loss: 0.0132 || Loss_b: 0.0830 || Cost Time: 3:31:33 || Estimated Time: 13:27:50 2020-11-03 13:35:47,257 Segmentron INFO: Epoch: 84/400 || Iters: 12/156 || Lr: 0.008110 || Loss: 0.0130 || Loss_b: 0.0868 || Cost Time: 3:31:42 || Estimated Time: 13:27:36 2020-11-03 13:35:57,494 Segmentron INFO: Epoch: 84/400 || Iters: 22/156 || Lr: 0.008108 || Loss: 0.0133 || Loss_b: 0.0829 || Cost Time: 3:31:52 || Estimated Time: 13:27:28 2020-11-03 13:36:08,292 Segmentron INFO: Epoch: 84/400 || Iters: 32/156 || Lr: 0.008107 || Loss: 0.0154 || Loss_b: 0.0871 || Cost Time: 3:32:03 || Estimated Time: 13:27:22 2020-11-03 13:36:16,937 Segmentron INFO: Epoch: 84/400 || Iters: 42/156 || Lr: 0.008105 || Loss: 0.0122 || Loss_b: 0.0803 || Cost Time: 3:32:11 || Estimated Time: 13:27:08 2020-11-03 13:36:25,681 Segmentron INFO: Epoch: 84/400 || Iters: 52/156 || Lr: 0.008104 || Loss: 0.0129 || Loss_b: 0.0802 || Cost Time: 3:32:20 || Estimated Time: 13:26:54 2020-11-03 13:36:36,396 Segmentron INFO: Epoch: 84/400 || Iters: 62/156 || Lr: 0.008102 || Loss: 0.0141 || Loss_b: 0.0840 || Cost Time: 3:32:31 || Estimated Time: 13:26:47 2020-11-03 13:36:47,138 Segmentron INFO: Epoch: 84/400 || Iters: 72/156 || Lr: 0.008101 || Loss: 0.0186 || Loss_b: 0.1171 || Cost Time: 3:32:42 || Estimated Time: 13:26:41 2020-11-03 13:36:56,608 Segmentron INFO: Epoch: 84/400 || Iters: 82/156 || Lr: 0.008099 || Loss: 0.0155 || Loss_b: 0.0846 || Cost Time: 3:32:51 || Estimated Time: 13:26:30 2020-11-03 13:37:05,674 Segmentron INFO: Epoch: 84/400 || Iters: 92/156 || Lr: 0.008098 || Loss: 0.0184 || Loss_b: 0.1065 || Cost Time: 3:33:00 || Estimated Time: 13:26:17 2020-11-03 13:37:16,158 Segmentron INFO: Epoch: 84/400 || Iters: 102/156 || Lr: 0.008096 || Loss: 0.0179 || Loss_b: 0.0899 || Cost Time: 3:33:11 || Estimated Time: 13:26:10 2020-11-03 13:37:25,070 Segmentron INFO: Epoch: 84/400 || Iters: 112/156 || Lr: 0.008095 || Loss: 0.0153 || Loss_b: 0.0911 || Cost Time: 3:33:19 || Estimated Time: 13:25:57 2020-11-03 13:37:33,831 Segmentron INFO: Epoch: 84/400 || Iters: 122/156 || Lr: 0.008093 || Loss: 0.0140 || Loss_b: 0.0834 || Cost Time: 3:33:28 || Estimated Time: 13:25:43 2020-11-03 13:37:43,171 Segmentron INFO: Epoch: 84/400 || Iters: 132/156 || Lr: 0.008092 || Loss: 0.0124 || Loss_b: 0.0802 || Cost Time: 3:33:38 || Estimated Time: 13:25:32 2020-11-03 13:37:52,795 Segmentron INFO: Epoch: 84/400 || Iters: 142/156 || Lr: 0.008091 || Loss: 0.0137 || Loss_b: 0.0849 || Cost Time: 3:33:47 || Estimated Time: 13:25:21 2020-11-03 13:38:02,154 Segmentron INFO: Epoch: 84/400 || Iters: 152/156 || Lr: 0.008089 || Loss: 0.0155 || Loss_b: 0.0930 || Cost Time: 3:33:57 || Estimated Time: 13:25:10 2020-11-03 13:38:06,860 Segmentron INFO: Epoch 84 model saved in: workdir/a2-2-3-400e/84.pth 2020-11-03 13:38:12,920 Segmentron INFO: Epoch: 85/400 || Iters: 6/156 || Lr: 0.008088 || Loss: 0.0100 || Loss_b: 0.0769 || Cost Time: 3:34:07 || Estimated Time: 13:25:04 2020-11-03 13:38:22,608 Segmentron INFO: Epoch: 85/400 || Iters: 16/156 || Lr: 0.008086 || Loss: 0.0179 || Loss_b: 0.0934 || Cost Time: 3:34:17 || Estimated Time: 13:24:54 2020-11-03 13:38:33,316 Segmentron INFO: Epoch: 85/400 || Iters: 26/156 || Lr: 0.008085 || Loss: 0.0143 || Loss_b: 0.1000 || Cost Time: 3:34:28 || Estimated Time: 13:24:47 2020-11-03 13:38:43,079 Segmentron INFO: Epoch: 85/400 || Iters: 36/156 || Lr: 0.008083 || Loss: 0.0092 || Loss_b: 0.0779 || Cost Time: 3:34:37 || Estimated Time: 13:24:37 2020-11-03 13:38:51,668 Segmentron INFO: Epoch: 85/400 || Iters: 46/156 || Lr: 0.008082 || Loss: 0.0183 || Loss_b: 0.0894 || Cost Time: 3:34:46 || Estimated Time: 13:24:23 2020-11-03 13:39:01,709 Segmentron INFO: Epoch: 85/400 || Iters: 56/156 || Lr: 0.008080 || Loss: 0.0265 || Loss_b: 0.1029 || Cost Time: 3:34:56 || Estimated Time: 13:24:14 2020-11-03 13:39:12,009 Segmentron INFO: Epoch: 85/400 || Iters: 66/156 || Lr: 0.008079 || Loss: 0.0138 || Loss_b: 0.0781 || Cost Time: 3:35:06 || Estimated Time: 13:24:06 2020-11-03 13:39:21,765 Segmentron INFO: Epoch: 85/400 || Iters: 76/156 || Lr: 0.008077 || Loss: 0.0216 || Loss_b: 0.0891 || Cost Time: 3:35:16 || Estimated Time: 13:23:56 2020-11-03 13:39:30,660 Segmentron INFO: Epoch: 85/400 || Iters: 86/156 || Lr: 0.008076 || Loss: 0.0179 || Loss_b: 0.1022 || Cost Time: 3:35:25 || Estimated Time: 13:23:43 2020-11-03 13:39:40,297 Segmentron INFO: Epoch: 85/400 || Iters: 96/156 || Lr: 0.008074 || Loss: 0.0148 || Loss_b: 0.0882 || Cost Time: 3:35:35 || Estimated Time: 13:23:32 2020-11-03 13:39:49,887 Segmentron INFO: Epoch: 85/400 || Iters: 106/156 || Lr: 0.008073 || Loss: 0.0139 || Loss_b: 0.0849 || Cost Time: 3:35:44 || Estimated Time: 13:23:22 2020-11-03 13:39:59,115 Segmentron INFO: Epoch: 85/400 || Iters: 116/156 || Lr: 0.008071 || Loss: 0.0183 || Loss_b: 0.1196 || Cost Time: 3:35:54 || Estimated Time: 13:23:10 2020-11-03 13:40:08,882 Segmentron INFO: Epoch: 85/400 || Iters: 126/156 || Lr: 0.008070 || Loss: 0.0143 || Loss_b: 0.0989 || Cost Time: 3:36:03 || Estimated Time: 13:23:00 2020-11-03 13:40:19,868 Segmentron INFO: Epoch: 85/400 || Iters: 136/156 || Lr: 0.008068 || Loss: 0.0163 || Loss_b: 0.0885 || Cost Time: 3:36:14 || Estimated Time: 13:22:55 2020-11-03 13:40:28,658 Segmentron INFO: Epoch: 85/400 || Iters: 146/156 || Lr: 0.008067 || Loss: 0.0143 || Loss_b: 0.0855 || Cost Time: 3:36:23 || Estimated Time: 13:22:41 2020-11-03 13:40:38,720 Segmentron INFO: Epoch: 85/400 || Iters: 0/156 || Lr: 0.008065 || Loss: 0.0243 || Loss_b: 0.0891 || Cost Time: 3:36:33 || Estimated Time: 13:22:32 2020-11-03 13:40:39,747 Segmentron INFO: Epoch 85 model saved in: workdir/a2-2-3-400e/85.pth 2020-11-03 13:40:50,581 Segmentron INFO: Epoch: 86/400 || Iters: 10/156 || Lr: 0.008064 || Loss: 0.0174 || Loss_b: 0.0857 || Cost Time: 3:36:45 || Estimated Time: 13:22:30 2020-11-03 13:40:59,829 Segmentron INFO: Epoch: 86/400 || Iters: 20/156 || Lr: 0.008062 || Loss: 0.0173 || Loss_b: 0.0888 || Cost Time: 3:36:54 || Estimated Time: 13:22:18 2020-11-03 13:41:08,692 Segmentron INFO: Epoch: 86/400 || Iters: 30/156 || Lr: 0.008061 || Loss: 0.0120 || Loss_b: 0.0758 || Cost Time: 3:37:03 || Estimated Time: 13:22:05 2020-11-03 13:41:19,854 Segmentron INFO: Epoch: 86/400 || Iters: 40/156 || Lr: 0.008059 || Loss: 0.0131 || Loss_b: 0.0783 || Cost Time: 3:37:14 || Estimated Time: 13:22:00 2020-11-03 13:41:28,939 Segmentron INFO: Epoch: 86/400 || Iters: 50/156 || Lr: 0.008058 || Loss: 0.0126 || Loss_b: 0.0990 || Cost Time: 3:37:23 || Estimated Time: 13:21:48 2020-11-03 13:41:39,843 Segmentron INFO: Epoch: 86/400 || Iters: 60/156 || Lr: 0.008057 || Loss: 0.0169 || Loss_b: 0.0828 || Cost Time: 3:37:34 || Estimated Time: 13:21:42 2020-11-03 13:41:48,259 Segmentron INFO: Epoch: 86/400 || Iters: 70/156 || Lr: 0.008055 || Loss: 0.0134 || Loss_b: 0.0818 || Cost Time: 3:37:43 || Estimated Time: 13:21:27 2020-11-03 13:41:57,248 Segmentron INFO: Epoch: 86/400 || Iters: 80/156 || Lr: 0.008054 || Loss: 0.0162 || Loss_b: 0.0878 || Cost Time: 3:37:52 || Estimated Time: 13:21:14 2020-11-03 13:42:07,489 Segmentron INFO: Epoch: 86/400 || Iters: 90/156 || Lr: 0.008052 || Loss: 0.0179 || Loss_b: 0.0941 || Cost Time: 3:38:02 || Estimated Time: 13:21:06 2020-11-03 13:42:17,382 Segmentron INFO: Epoch: 86/400 || Iters: 100/156 || Lr: 0.008051 || Loss: 0.0170 || Loss_b: 0.0844 || Cost Time: 3:38:12 || Estimated Time: 13:20:57 2020-11-03 13:42:28,954 Segmentron INFO: Epoch: 86/400 || Iters: 110/156 || Lr: 0.008049 || Loss: 0.0174 || Loss_b: 0.0897 || Cost Time: 3:38:23 || Estimated Time: 13:20:53 2020-11-03 13:42:37,010 Segmentron INFO: Epoch: 86/400 || Iters: 120/156 || Lr: 0.008048 || Loss: 0.0241 || Loss_b: 0.1047 || Cost Time: 3:38:31 || Estimated Time: 13:20:37 2020-11-03 13:42:46,888 Segmentron INFO: Epoch: 86/400 || Iters: 130/156 || Lr: 0.008046 || Loss: 0.0127 || Loss_b: 0.0828 || Cost Time: 3:38:41 || Estimated Time: 13:20:28 2020-11-03 13:42:55,816 Segmentron INFO: Epoch: 86/400 || Iters: 140/156 || Lr: 0.008045 || Loss: 0.0121 || Loss_b: 0.0768 || Cost Time: 3:38:50 || Estimated Time: 13:20:15 2020-11-03 13:43:04,688 Segmentron INFO: Epoch: 86/400 || Iters: 150/156 || Lr: 0.008043 || Loss: 0.0131 || Loss_b: 0.0912 || Cost Time: 3:38:59 || Estimated Time: 13:20:02 2020-11-03 13:43:12,636 Segmentron INFO: Epoch 86 model saved in: workdir/a2-2-3-400e/86.pth 2020-11-03 13:43:15,772 Segmentron INFO: Epoch: 87/400 || Iters: 4/156 || Lr: 0.008042 || Loss: 0.0142 || Loss_b: 0.0860 || Cost Time: 3:39:10 || Estimated Time: 13:19:56 2020-11-03 13:43:25,173 Segmentron INFO: Epoch: 87/400 || Iters: 14/156 || Lr: 0.008040 || Loss: 0.0189 || Loss_b: 0.0850 || Cost Time: 3:39:20 || Estimated Time: 13:19:45 2020-11-03 13:43:34,350 Segmentron INFO: Epoch: 87/400 || Iters: 24/156 || Lr: 0.008039 || Loss: 0.0180 || Loss_b: 0.1021 || Cost Time: 3:39:29 || Estimated Time: 13:19:33 2020-11-03 13:43:43,691 Segmentron INFO: Epoch: 87/400 || Iters: 34/156 || Lr: 0.008037 || Loss: 0.0179 || Loss_b: 0.0950 || Cost Time: 3:39:38 || Estimated Time: 13:19:22 2020-11-03 13:43:53,560 Segmentron INFO: Epoch: 87/400 || Iters: 44/156 || Lr: 0.008036 || Loss: 0.0158 || Loss_b: 0.0818 || Cost Time: 3:39:48 || Estimated Time: 13:19:12 2020-11-03 13:44:02,813 Segmentron INFO: Epoch: 87/400 || Iters: 54/156 || Lr: 0.008034 || Loss: 0.0133 || Loss_b: 0.0905 || Cost Time: 3:39:57 || Estimated Time: 13:19:00 2020-11-03 13:44:14,762 Segmentron INFO: Epoch: 87/400 || Iters: 64/156 || Lr: 0.008033 || Loss: 0.0131 || Loss_b: 0.0782 || Cost Time: 3:40:09 || Estimated Time: 13:18:58 2020-11-03 13:44:23,435 Segmentron INFO: Epoch: 87/400 || Iters: 74/156 || Lr: 0.008031 || Loss: 0.0167 || Loss_b: 0.0859 || Cost Time: 3:40:18 || Estimated Time: 13:18:45 2020-11-03 13:44:33,872 Segmentron INFO: Epoch: 87/400 || Iters: 84/156 || Lr: 0.008030 || Loss: 0.0212 || Loss_b: 0.0941 || Cost Time: 3:40:28 || Estimated Time: 13:18:37 2020-11-03 13:44:43,600 Segmentron INFO: Epoch: 87/400 || Iters: 94/156 || Lr: 0.008028 || Loss: 0.0125 || Loss_b: 0.0830 || Cost Time: 3:40:38 || Estimated Time: 13:18:27 2020-11-03 13:44:52,554 Segmentron INFO: Epoch: 87/400 || Iters: 104/156 || Lr: 0.008027 || Loss: 0.0119 || Loss_b: 0.0803 || Cost Time: 3:40:47 || Estimated Time: 13:18:14 2020-11-03 13:45:06,858 Segmentron INFO: Epoch: 87/400 || Iters: 114/156 || Lr: 0.008025 || Loss: 0.0140 || Loss_b: 0.0830 || Cost Time: 3:41:01 || Estimated Time: 13:18:21 2020-11-03 13:45:14,234 Segmentron INFO: Epoch: 87/400 || Iters: 124/156 || Lr: 0.008024 || Loss: 0.0193 || Loss_b: 0.0962 || Cost Time: 3:41:09 || Estimated Time: 13:18:02 2020-11-03 13:45:22,797 Segmentron INFO: Epoch: 87/400 || Iters: 134/156 || Lr: 0.008023 || Loss: 0.0211 || Loss_b: 0.1045 || Cost Time: 3:41:17 || Estimated Time: 13:17:48 2020-11-03 13:45:32,027 Segmentron INFO: Epoch: 87/400 || Iters: 144/156 || Lr: 0.008021 || Loss: 0.0166 || Loss_b: 0.0920 || Cost Time: 3:41:26 || Estimated Time: 13:17:36 2020-11-03 13:45:44,224 Segmentron INFO: Epoch: 87/400 || Iters: 154/156 || Lr: 0.008020 || Loss: 0.0124 || Loss_b: 0.0768 || Cost Time: 3:41:39 || Estimated Time: 13:17:35 2020-11-03 13:45:47,398 Segmentron INFO: Epoch 87 model saved in: workdir/a2-2-3-400e/87.pth 2020-11-03 13:45:53,715 Segmentron INFO: Epoch: 88/400 || Iters: 8/156 || Lr: 0.008018 || Loss: 0.0214 || Loss_b: 0.0889 || Cost Time: 3:41:48 || Estimated Time: 13:17:24 2020-11-03 13:46:03,296 Segmentron INFO: Epoch: 88/400 || Iters: 18/156 || Lr: 0.008017 || Loss: 0.0125 || Loss_b: 0.0836 || Cost Time: 3:41:58 || Estimated Time: 13:17:13 2020-11-03 13:46:13,221 Segmentron INFO: Epoch: 88/400 || Iters: 28/156 || Lr: 0.008015 || Loss: 0.0181 || Loss_b: 0.0937 || Cost Time: 3:42:08 || Estimated Time: 13:17:04 2020-11-03 13:46:23,025 Segmentron INFO: Epoch: 88/400 || Iters: 38/156 || Lr: 0.008014 || Loss: 0.0123 || Loss_b: 0.0824 || Cost Time: 3:42:17 || Estimated Time: 13:16:54 2020-11-03 13:46:31,681 Segmentron INFO: Epoch: 88/400 || Iters: 48/156 || Lr: 0.008012 || Loss: 0.0111 || Loss_b: 0.0757 || Cost Time: 3:42:26 || Estimated Time: 13:16:40 2020-11-03 13:46:41,066 Segmentron INFO: Epoch: 88/400 || Iters: 58/156 || Lr: 0.008011 || Loss: 0.0169 || Loss_b: 0.0807 || Cost Time: 3:42:35 || Estimated Time: 13:16:29 2020-11-03 13:46:51,307 Segmentron INFO: Epoch: 88/400 || Iters: 68/156 || Lr: 0.008009 || Loss: 0.0163 || Loss_b: 0.0914 || Cost Time: 3:42:46 || Estimated Time: 13:16:21 2020-11-03 13:47:01,015 Segmentron INFO: Epoch: 88/400 || Iters: 78/156 || Lr: 0.008008 || Loss: 0.0198 || Loss_b: 0.0852 || Cost Time: 3:42:55 || Estimated Time: 13:16:11 2020-11-03 13:47:10,076 Segmentron INFO: Epoch: 88/400 || Iters: 88/156 || Lr: 0.008006 || Loss: 0.0163 || Loss_b: 0.0999 || Cost Time: 3:43:04 || Estimated Time: 13:15:58 2020-11-03 13:47:21,729 Segmentron INFO: Epoch: 88/400 || Iters: 98/156 || Lr: 0.008005 || Loss: 0.0171 || Loss_b: 0.0917 || Cost Time: 3:43:16 || Estimated Time: 13:15:55 2020-11-03 13:47:33,836 Segmentron INFO: Epoch: 88/400 || Iters: 108/156 || Lr: 0.008003 || Loss: 0.0143 || Loss_b: 0.0932 || Cost Time: 3:43:28 || Estimated Time: 13:15:53 2020-11-03 13:47:41,747 Segmentron INFO: Epoch: 88/400 || Iters: 118/156 || Lr: 0.008002 || Loss: 0.0116 || Loss_b: 0.0802 || Cost Time: 3:43:36 || Estimated Time: 13:15:37 2020-11-03 13:47:50,979 Segmentron INFO: Epoch: 88/400 || Iters: 128/156 || Lr: 0.008000 || Loss: 0.0231 || Loss_b: 0.1056 || Cost Time: 3:43:45 || Estimated Time: 13:15:25 2020-11-03 13:48:01,406 Segmentron INFO: Epoch: 88/400 || Iters: 138/156 || Lr: 0.007999 || Loss: 0.0128 || Loss_b: 0.0809 || Cost Time: 3:43:56 || Estimated Time: 13:15:17 2020-11-03 13:48:10,772 Segmentron INFO: Epoch: 88/400 || Iters: 148/156 || Lr: 0.007997 || Loss: 0.0150 || Loss_b: 0.0989 || Cost Time: 3:44:05 || Estimated Time: 13:15:06 2020-11-03 13:48:19,836 Segmentron INFO: Epoch 88 model saved in: workdir/a2-2-3-400e/88.pth 2020-11-03 13:48:21,461 Segmentron INFO: Epoch: 89/400 || Iters: 2/156 || Lr: 0.007996 || Loss: 0.0173 || Loss_b: 0.0816 || Cost Time: 3:44:16 || Estimated Time: 13:14:59 2020-11-03 13:48:30,221 Segmentron INFO: Epoch: 89/400 || Iters: 12/156 || Lr: 0.007994 || Loss: 0.0156 || Loss_b: 0.0819 || Cost Time: 3:44:25 || Estimated Time: 13:14:46 2020-11-03 13:48:38,883 Segmentron INFO: Epoch: 89/400 || Iters: 22/156 || Lr: 0.007993 || Loss: 0.0125 || Loss_b: 0.0806 || Cost Time: 3:44:33 || Estimated Time: 13:14:32 2020-11-03 13:48:48,898 Segmentron INFO: Epoch: 89/400 || Iters: 32/156 || Lr: 0.007991 || Loss: 0.0147 || Loss_b: 0.0862 || Cost Time: 3:44:43 || Estimated Time: 13:14:23 2020-11-03 13:48:59,394 Segmentron INFO: Epoch: 89/400 || Iters: 42/156 || Lr: 0.007990 || Loss: 0.0122 || Loss_b: 0.0853 || Cost Time: 3:44:54 || Estimated Time: 13:14:16 2020-11-03 13:49:09,310 Segmentron INFO: Epoch: 89/400 || Iters: 52/156 || Lr: 0.007989 || Loss: 0.0128 || Loss_b: 0.0794 || Cost Time: 3:45:04 || Estimated Time: 13:14:06 2020-11-03 13:49:20,679 Segmentron INFO: Epoch: 89/400 || Iters: 62/156 || Lr: 0.007987 || Loss: 0.0161 || Loss_b: 0.0887 || Cost Time: 3:45:15 || Estimated Time: 13:14:02 2020-11-03 13:49:29,156 Segmentron INFO: Epoch: 89/400 || Iters: 72/156 || Lr: 0.007986 || Loss: 0.0143 || Loss_b: 0.0883 || Cost Time: 3:45:24 || Estimated Time: 13:13:48 2020-11-03 13:49:38,338 Segmentron INFO: Epoch: 89/400 || Iters: 82/156 || Lr: 0.007984 || Loss: 0.0188 || Loss_b: 0.1012 || Cost Time: 3:45:33 || Estimated Time: 13:13:36 2020-11-03 13:49:47,959 Segmentron INFO: Epoch: 89/400 || Iters: 92/156 || Lr: 0.007983 || Loss: 0.0364 || Loss_b: 0.0901 || Cost Time: 3:45:42 || Estimated Time: 13:13:25 2020-11-03 13:49:57,314 Segmentron INFO: Epoch: 89/400 || Iters: 102/156 || Lr: 0.007981 || Loss: 0.0190 || Loss_b: 0.0868 || Cost Time: 3:45:52 || Estimated Time: 13:13:14 2020-11-03 13:50:09,337 Segmentron INFO: Epoch: 89/400 || Iters: 112/156 || Lr: 0.007980 || Loss: 0.0225 || Loss_b: 0.1035 || Cost Time: 3:46:04 || Estimated Time: 13:13:12 2020-11-03 13:50:18,899 Segmentron INFO: Epoch: 89/400 || Iters: 122/156 || Lr: 0.007978 || Loss: 0.0195 || Loss_b: 0.0761 || Cost Time: 3:46:13 || Estimated Time: 13:13:01 2020-11-03 13:50:28,901 Segmentron INFO: Epoch: 89/400 || Iters: 132/156 || Lr: 0.007977 || Loss: 0.0188 || Loss_b: 0.0798 || Cost Time: 3:46:23 || Estimated Time: 13:12:52 2020-11-03 13:50:38,554 Segmentron INFO: Epoch: 89/400 || Iters: 142/156 || Lr: 0.007975 || Loss: 0.0250 || Loss_b: 0.0900 || Cost Time: 3:46:33 || Estimated Time: 13:12:42 2020-11-03 13:50:48,950 Segmentron INFO: Epoch: 89/400 || Iters: 152/156 || Lr: 0.007974 || Loss: 0.0163 || Loss_b: 0.0905 || Cost Time: 3:46:43 || Estimated Time: 13:12:34 2020-11-03 13:50:52,813 Segmentron INFO: Epoch 89 model saved in: workdir/a2-2-3-400e/89.pth 2020-11-03 13:50:58,713 Segmentron INFO: Epoch: 90/400 || Iters: 6/156 || Lr: 0.007972 || Loss: 0.0207 || Loss_b: 0.0966 || Cost Time: 3:46:53 || Estimated Time: 13:12:24 2020-11-03 13:51:07,404 Segmentron INFO: Epoch: 90/400 || Iters: 16/156 || Lr: 0.007971 || Loss: 0.0245 || Loss_b: 0.0941 || Cost Time: 3:47:02 || Estimated Time: 13:12:11 2020-11-03 13:51:17,342 Segmentron INFO: Epoch: 90/400 || Iters: 26/156 || Lr: 0.007969 || Loss: 0.0113 || Loss_b: 0.7847 || Cost Time: 3:47:12 || Estimated Time: 13:12:01 2020-11-03 13:51:26,190 Segmentron INFO: Epoch: 90/400 || Iters: 36/156 || Lr: 0.007968 || Loss: 0.0184 || Loss_b: 0.8113 || Cost Time: 3:47:21 || Estimated Time: 13:11:48 2020-11-03 13:51:35,798 Segmentron INFO: Epoch: 90/400 || Iters: 46/156 || Lr: 0.007966 || Loss: 0.0168 || Loss_b: 0.3750 || Cost Time: 3:47:30 || Estimated Time: 13:11:38 2020-11-03 13:51:46,245 Segmentron INFO: Epoch: 90/400 || Iters: 56/156 || Lr: 0.007965 || Loss: 0.0136 || Loss_b: 0.2639 || Cost Time: 3:47:41 || Estimated Time: 13:11:30 2020-11-03 13:51:55,508 Segmentron INFO: Epoch: 90/400 || Iters: 66/156 || Lr: 0.007963 || Loss: 0.0158 || Loss_b: 0.1193 || Cost Time: 3:47:50 || Estimated Time: 13:11:18 2020-11-03 13:52:04,594 Segmentron INFO: Epoch: 90/400 || Iters: 76/156 || Lr: 0.007962 || Loss: 0.0180 || Loss_b: 0.1153 || Cost Time: 3:47:59 || Estimated Time: 13:11:06 2020-11-03 13:52:13,783 Segmentron INFO: Epoch: 90/400 || Iters: 86/156 || Lr: 0.007960 || Loss: 0.0141 || Loss_b: 0.1071 || Cost Time: 3:48:08 || Estimated Time: 13:10:54 2020-11-03 13:52:23,746 Segmentron INFO: Epoch: 90/400 || Iters: 96/156 || Lr: 0.007959 || Loss: 0.0189 || Loss_b: 0.0995 || Cost Time: 3:48:18 || Estimated Time: 13:10:45 2020-11-03 13:52:35,646 Segmentron INFO: Epoch: 90/400 || Iters: 106/156 || Lr: 0.007957 || Loss: 0.0149 || Loss_b: 0.0943 || Cost Time: 3:48:30 || Estimated Time: 13:10:42 2020-11-03 13:52:44,526 Segmentron INFO: Epoch: 90/400 || Iters: 116/156 || Lr: 0.007956 || Loss: 0.0147 || Loss_b: 0.0969 || Cost Time: 3:48:39 || Estimated Time: 13:10:30 2020-11-03 13:52:53,463 Segmentron INFO: Epoch: 90/400 || Iters: 126/156 || Lr: 0.007955 || Loss: 0.0152 || Loss_b: 0.0979 || Cost Time: 3:48:48 || Estimated Time: 13:10:17 2020-11-03 13:53:03,674 Segmentron INFO: Epoch: 90/400 || Iters: 136/156 || Lr: 0.007953 || Loss: 0.0129 || Loss_b: 0.0877 || Cost Time: 3:48:58 || Estimated Time: 13:10:08 2020-11-03 13:53:12,514 Segmentron INFO: Epoch: 90/400 || Iters: 146/156 || Lr: 0.007952 || Loss: 0.0185 || Loss_b: 0.0954 || Cost Time: 3:49:07 || Estimated Time: 13:09:55 2020-11-03 13:53:25,776 Segmentron INFO: Epoch: 90/400 || Iters: 0/156 || Lr: 0.007950 || Loss: 0.0155 || Loss_b: 0.0955 || Cost Time: 3:49:20 || Estimated Time: 13:09:57 2020-11-03 13:53:26,233 Segmentron INFO: Epoch 90 model saved in: workdir/a2-2-3-400e/90.pth 2020-11-03 13:53:34,127 Segmentron INFO: Epoch: 91/400 || Iters: 10/156 || Lr: 0.007949 || Loss: 0.0151 || Loss_b: 0.1036 || Cost Time: 3:49:29 || Estimated Time: 13:09:43 2020-11-03 13:53:42,657 Segmentron INFO: Epoch: 91/400 || Iters: 20/156 || Lr: 0.007947 || Loss: 0.0240 || Loss_b: 0.0869 || Cost Time: 3:49:37 || Estimated Time: 13:09:28 2020-11-03 13:53:51,727 Segmentron INFO: Epoch: 91/400 || Iters: 30/156 || Lr: 0.007946 || Loss: 0.0223 || Loss_b: 0.0953 || Cost Time: 3:49:46 || Estimated Time: 13:09:16 2020-11-03 13:54:01,171 Segmentron INFO: Epoch: 91/400 || Iters: 40/156 || Lr: 0.007944 || Loss: 0.0194 || Loss_b: 0.1082 || Cost Time: 3:49:56 || Estimated Time: 13:09:05 2020-11-03 13:54:10,452 Segmentron INFO: Epoch: 91/400 || Iters: 50/156 || Lr: 0.007943 || Loss: 0.0148 || Loss_b: 0.0892 || Cost Time: 3:50:05 || Estimated Time: 13:08:54 2020-11-03 13:54:21,563 Segmentron INFO: Epoch: 91/400 || Iters: 60/156 || Lr: 0.007941 || Loss: 0.0225 || Loss_b: 0.1108 || Cost Time: 3:50:16 || Estimated Time: 13:08:48 2020-11-03 13:54:30,542 Segmentron INFO: Epoch: 91/400 || Iters: 70/156 || Lr: 0.007940 || Loss: 0.0132 || Loss_b: 0.0785 || Cost Time: 3:50:25 || Estimated Time: 13:08:36 2020-11-03 13:54:41,786 Segmentron INFO: Epoch: 91/400 || Iters: 80/156 || Lr: 0.007938 || Loss: 0.0196 || Loss_b: 0.1044 || Cost Time: 3:50:36 || Estimated Time: 13:08:31 2020-11-03 13:54:50,916 Segmentron INFO: Epoch: 91/400 || Iters: 90/156 || Lr: 0.007937 || Loss: 0.0153 || Loss_b: 0.0826 || Cost Time: 3:50:45 || Estimated Time: 13:08:19 2020-11-03 13:55:01,612 Segmentron INFO: Epoch: 91/400 || Iters: 100/156 || Lr: 0.007935 || Loss: 0.0156 || Loss_b: 0.1115 || Cost Time: 3:50:56 || Estimated Time: 13:08:12 2020-11-03 13:55:12,558 Segmentron INFO: Epoch: 91/400 || Iters: 110/156 || Lr: 0.007934 || Loss: 0.0141 || Loss_b: 0.0879 || Cost Time: 3:51:07 || Estimated Time: 13:08:06 2020-11-03 13:55:20,377 Segmentron INFO: Epoch: 91/400 || Iters: 120/156 || Lr: 0.007932 || Loss: 0.0117 || Loss_b: 0.0873 || Cost Time: 3:51:15 || Estimated Time: 13:07:49 2020-11-03 13:55:28,995 Segmentron INFO: Epoch: 91/400 || Iters: 130/156 || Lr: 0.007931 || Loss: 0.0112 || Loss_b: 0.0773 || Cost Time: 3:51:23 || Estimated Time: 13:07:36 2020-11-03 13:55:38,242 Segmentron INFO: Epoch: 91/400 || Iters: 140/156 || Lr: 0.007929 || Loss: 0.0103 || Loss_b: 0.0777 || Cost Time: 3:51:33 || Estimated Time: 13:07:24 2020-11-03 13:55:47,245 Segmentron INFO: Epoch: 91/400 || Iters: 150/156 || Lr: 0.007928 || Loss: 0.0167 || Loss_b: 0.0864 || Cost Time: 3:51:42 || Estimated Time: 13:07:12 2020-11-03 13:55:55,016 Segmentron INFO: Epoch 91 model saved in: workdir/a2-2-3-400e/91.pth 2020-11-03 13:55:58,439 Segmentron INFO: Epoch: 92/400 || Iters: 4/156 || Lr: 0.007926 || Loss: 0.0366 || Loss_b: 0.1553 || Cost Time: 3:51:53 || Estimated Time: 13:07:06 2020-11-03 13:56:08,526 Segmentron INFO: Epoch: 92/400 || Iters: 14/156 || Lr: 0.007925 || Loss: 0.0137 || Loss_b: 0.0813 || Cost Time: 3:52:03 || Estimated Time: 13:06:58 2020-11-03 13:56:19,006 Segmentron INFO: Epoch: 92/400 || Iters: 24/156 || Lr: 0.007923 || Loss: 0.0146 || Loss_b: 0.0825 || Cost Time: 3:52:13 || Estimated Time: 13:06:50 2020-11-03 13:56:27,572 Segmentron INFO: Epoch: 92/400 || Iters: 34/156 || Lr: 0.007922 || Loss: 0.0167 || Loss_b: 0.0892 || Cost Time: 3:52:22 || Estimated Time: 13:06:36 2020-11-03 13:56:37,377 Segmentron INFO: Epoch: 92/400 || Iters: 44/156 || Lr: 0.007920 || Loss: 0.0219 || Loss_b: 0.0951 || Cost Time: 3:52:32 || Estimated Time: 13:06:26 2020-11-03 13:56:47,912 Segmentron INFO: Epoch: 92/400 || Iters: 54/156 || Lr: 0.007919 || Loss: 0.0225 || Loss_b: 0.1053 || Cost Time: 3:52:42 || Estimated Time: 13:06:19 2020-11-03 13:56:56,836 Segmentron INFO: Epoch: 92/400 || Iters: 64/156 || Lr: 0.007918 || Loss: 0.0187 || Loss_b: 0.0999 || Cost Time: 3:52:51 || Estimated Time: 13:06:06 2020-11-03 13:57:05,607 Segmentron INFO: Epoch: 92/400 || Iters: 74/156 || Lr: 0.007916 || Loss: 0.0196 || Loss_b: 0.0985 || Cost Time: 3:53:00 || Estimated Time: 13:05:53 2020-11-03 13:57:14,759 Segmentron INFO: Epoch: 92/400 || Iters: 84/156 || Lr: 0.007915 || Loss: 0.0090 || Loss_b: 0.0807 || Cost Time: 3:53:09 || Estimated Time: 13:05:41 2020-11-03 13:57:26,095 Segmentron INFO: Epoch: 92/400 || Iters: 94/156 || Lr: 0.007913 || Loss: 0.0152 || Loss_b: 0.0820 || Cost Time: 3:53:20 || Estimated Time: 13:05:36 2020-11-03 13:57:36,082 Segmentron INFO: Epoch: 92/400 || Iters: 104/156 || Lr: 0.007912 || Loss: 0.0200 || Loss_b: 0.1061 || Cost Time: 3:53:30 || Estimated Time: 13:05:27 2020-11-03 13:57:45,078 Segmentron INFO: Epoch: 92/400 || Iters: 114/156 || Lr: 0.007910 || Loss: 0.0089 || Loss_b: 0.0897 || Cost Time: 3:53:39 || Estimated Time: 13:05:15 2020-11-03 13:57:55,759 Segmentron INFO: Epoch: 92/400 || Iters: 124/156 || Lr: 0.007909 || Loss: 0.0147 || Loss_b: 0.0946 || Cost Time: 3:53:50 || Estimated Time: 13:05:08 2020-11-03 13:58:05,132 Segmentron INFO: Epoch: 92/400 || Iters: 134/156 || Lr: 0.007907 || Loss: 0.0116 || Loss_b: 0.0854 || Cost Time: 3:54:00 || Estimated Time: 13:04:57 2020-11-03 13:58:16,213 Segmentron INFO: Epoch: 92/400 || Iters: 144/156 || Lr: 0.007906 || Loss: 0.0111 || Loss_b: 0.0937 || Cost Time: 3:54:11 || Estimated Time: 13:04:51 2020-11-03 13:58:25,236 Segmentron INFO: Epoch: 92/400 || Iters: 154/156 || Lr: 0.007904 || Loss: 0.0210 || Loss_b: 0.1012 || Cost Time: 3:54:20 || Estimated Time: 13:04:39 2020-11-03 13:58:27,559 Segmentron INFO: Epoch 92 model saved in: workdir/a2-2-3-400e/92.pth 2020-11-03 13:58:34,929 Segmentron INFO: Epoch: 93/400 || Iters: 8/156 || Lr: 0.007903 || Loss: 0.0139 || Loss_b: 0.0793 || Cost Time: 3:54:29 || Estimated Time: 13:04:29 2020-11-03 13:58:43,952 Segmentron INFO: Epoch: 93/400 || Iters: 18/156 || Lr: 0.007901 || Loss: 0.0136 || Loss_b: 0.0804 || Cost Time: 3:54:38 || Estimated Time: 13:04:16 2020-11-03 13:58:53,276 Segmentron INFO: Epoch: 93/400 || Iters: 28/156 || Lr: 0.007900 || Loss: 0.0138 || Loss_b: 0.0814 || Cost Time: 3:54:48 || Estimated Time: 13:04:05 2020-11-03 13:59:05,210 Segmentron INFO: Epoch: 93/400 || Iters: 38/156 || Lr: 0.007898 || Loss: 0.0148 || Loss_b: 0.0863 || Cost Time: 3:55:00 || Estimated Time: 13:04:02 2020-11-03 13:59:13,817 Segmentron INFO: Epoch: 93/400 || Iters: 48/156 || Lr: 0.007897 || Loss: 0.0161 || Loss_b: 0.0866 || Cost Time: 3:55:08 || Estimated Time: 13:03:49 2020-11-03 13:59:23,455 Segmentron INFO: Epoch: 93/400 || Iters: 58/156 || Lr: 0.007895 || Loss: 0.0117 || Loss_b: 0.1124 || Cost Time: 3:55:18 || Estimated Time: 13:03:38 2020-11-03 13:59:35,752 Segmentron INFO: Epoch: 93/400 || Iters: 68/156 || Lr: 0.007894 || Loss: 0.0110 || Loss_b: 0.0779 || Cost Time: 3:55:30 || Estimated Time: 13:03:37 2020-11-03 13:59:44,210 Segmentron INFO: Epoch: 93/400 || Iters: 78/156 || Lr: 0.007892 || Loss: 0.0170 || Loss_b: 0.0969 || Cost Time: 3:55:39 || Estimated Time: 13:03:22 2020-11-03 13:59:53,608 Segmentron INFO: Epoch: 93/400 || Iters: 88/156 || Lr: 0.007891 || Loss: 0.0127 || Loss_b: 0.0752 || Cost Time: 3:55:48 || Estimated Time: 13:03:11 2020-11-03 14:00:02,326 Segmentron INFO: Epoch: 93/400 || Iters: 98/156 || Lr: 0.007889 || Loss: 0.0159 || Loss_b: 0.0890 || Cost Time: 3:55:57 || Estimated Time: 13:02:58 2020-11-03 14:00:11,466 Segmentron INFO: Epoch: 93/400 || Iters: 108/156 || Lr: 0.007888 || Loss: 0.0136 || Loss_b: 0.0947 || Cost Time: 3:56:06 || Estimated Time: 13:02:46 2020-11-03 14:00:21,930 Segmentron INFO: Epoch: 93/400 || Iters: 118/156 || Lr: 0.007886 || Loss: 0.0172 || Loss_b: 0.0889 || Cost Time: 3:56:16 || Estimated Time: 13:02:38 2020-11-03 14:00:31,749 Segmentron INFO: Epoch: 93/400 || Iters: 128/156 || Lr: 0.007885 || Loss: 0.0155 || Loss_b: 0.0878 || Cost Time: 3:56:26 || Estimated Time: 13:02:29 2020-11-03 14:00:42,311 Segmentron INFO: Epoch: 93/400 || Iters: 138/156 || Lr: 0.007883 || Loss: 0.0157 || Loss_b: 0.0861 || Cost Time: 3:56:37 || Estimated Time: 13:02:21 2020-11-03 14:00:50,935 Segmentron INFO: Epoch: 93/400 || Iters: 148/156 || Lr: 0.007882 || Loss: 0.0166 || Loss_b: 0.1017 || Cost Time: 3:56:45 || Estimated Time: 13:02:08 2020-11-03 14:01:00,498 Segmentron INFO: Epoch 93 model saved in: workdir/a2-2-3-400e/93.pth 2020-11-03 14:01:02,112 Segmentron INFO: Epoch: 94/400 || Iters: 2/156 || Lr: 0.007881 || Loss: 0.0179 || Loss_b: 0.0944 || Cost Time: 3:56:57 || Estimated Time: 13:02:02 2020-11-03 14:01:11,042 Segmentron INFO: Epoch: 94/400 || Iters: 12/156 || Lr: 0.007879 || Loss: 0.0143 || Loss_b: 0.0867 || Cost Time: 3:57:05 || Estimated Time: 13:01:50 2020-11-03 14:01:20,197 Segmentron INFO: Epoch: 94/400 || Iters: 22/156 || Lr: 0.007878 || Loss: 0.0140 || Loss_b: 0.0859 || Cost Time: 3:57:15 || Estimated Time: 13:01:38 2020-11-03 14:01:29,034 Segmentron INFO: Epoch: 94/400 || Iters: 32/156 || Lr: 0.007876 || Loss: 0.0148 || Loss_b: 0.0828 || Cost Time: 3:57:23 || Estimated Time: 13:01:25 2020-11-03 14:01:39,155 Segmentron INFO: Epoch: 94/400 || Iters: 42/156 || Lr: 0.007875 || Loss: 0.0190 || Loss_b: 0.0919 || Cost Time: 3:57:34 || Estimated Time: 13:01:16 2020-11-03 14:01:49,828 Segmentron INFO: Epoch: 94/400 || Iters: 52/156 || Lr: 0.007873 || Loss: 0.0123 || Loss_b: 0.0870 || Cost Time: 3:57:44 || Estimated Time: 13:01:09 2020-11-03 14:01:59,462 Segmentron INFO: Epoch: 94/400 || Iters: 62/156 || Lr: 0.007872 || Loss: 0.0125 || Loss_b: 0.0755 || Cost Time: 3:57:54 || Estimated Time: 13:00:59 2020-11-03 14:02:11,639 Segmentron INFO: Epoch: 94/400 || Iters: 72/156 || Lr: 0.007870 || Loss: 0.0171 || Loss_b: 0.0909 || Cost Time: 3:58:06 || Estimated Time: 13:00:57 2020-11-03 14:02:21,363 Segmentron INFO: Epoch: 94/400 || Iters: 82/156 || Lr: 0.007869 || Loss: 0.0122 || Loss_b: 0.0760 || Cost Time: 3:58:16 || Estimated Time: 13:00:47 2020-11-03 14:02:31,429 Segmentron INFO: Epoch: 94/400 || Iters: 92/156 || Lr: 0.007867 || Loss: 0.0152 || Loss_b: 0.0886 || Cost Time: 3:58:26 || Estimated Time: 13:00:38 2020-11-03 14:02:40,534 Segmentron INFO: Epoch: 94/400 || Iters: 102/156 || Lr: 0.007866 || Loss: 0.0239 || Loss_b: 0.1041 || Cost Time: 3:58:35 || Estimated Time: 13:00:26 2020-11-03 14:02:49,288 Segmentron INFO: Epoch: 94/400 || Iters: 112/156 || Lr: 0.007864 || Loss: 0.0143 || Loss_b: 0.0842 || Cost Time: 3:58:44 || Estimated Time: 13:00:13 2020-11-03 14:02:59,127 Segmentron INFO: Epoch: 94/400 || Iters: 122/156 || Lr: 0.007863 || Loss: 0.0115 || Loss_b: 0.0822 || Cost Time: 3:58:54 || Estimated Time: 13:00:03 2020-11-03 14:03:09,816 Segmentron INFO: Epoch: 94/400 || Iters: 132/156 || Lr: 0.007861 || Loss: 0.0149 || Loss_b: 0.0905 || Cost Time: 3:59:04 || Estimated Time: 12:59:56 2020-11-03 14:03:19,454 Segmentron INFO: Epoch: 94/400 || Iters: 142/156 || Lr: 0.007860 || Loss: 0.0179 || Loss_b: 0.0946 || Cost Time: 3:59:14 || Estimated Time: 12:59:46 2020-11-03 14:03:28,756 Segmentron INFO: Epoch: 94/400 || Iters: 152/156 || Lr: 0.007858 || Loss: 0.0219 || Loss_b: 0.0924 || Cost Time: 3:59:23 || Estimated Time: 12:59:34 2020-11-03 14:03:34,866 Segmentron INFO: Epoch 94 model saved in: workdir/a2-2-3-400e/94.pth 2020-11-03 14:03:39,539 Segmentron INFO: Epoch: 95/400 || Iters: 6/156 || Lr: 0.007857 || Loss: 0.0109 || Loss_b: 0.0810 || Cost Time: 3:59:34 || Estimated Time: 12:59:28 2020-11-03 14:03:48,190 Segmentron INFO: Epoch: 95/400 || Iters: 16/156 || Lr: 0.007855 || Loss: 0.0088 || Loss_b: 0.0718 || Cost Time: 3:59:43 || Estimated Time: 12:59:14 2020-11-03 14:03:57,575 Segmentron INFO: Epoch: 95/400 || Iters: 26/156 || Lr: 0.007854 || Loss: 0.0178 || Loss_b: 0.0858 || Cost Time: 3:59:52 || Estimated Time: 12:59:03 2020-11-03 14:04:06,440 Segmentron INFO: Epoch: 95/400 || Iters: 36/156 || Lr: 0.007852 || Loss: 0.0205 || Loss_b: 0.0924 || Cost Time: 4:00:01 || Estimated Time: 12:58:50 2020-11-03 14:04:16,444 Segmentron INFO: Epoch: 95/400 || Iters: 46/156 || Lr: 0.007851 || Loss: 0.0156 || Loss_b: 0.0747 || Cost Time: 4:00:11 || Estimated Time: 12:58:41 2020-11-03 14:04:28,825 Segmentron INFO: Epoch: 95/400 || Iters: 56/156 || Lr: 0.007849 || Loss: 0.0143 || Loss_b: 0.0791 || Cost Time: 4:00:23 || Estimated Time: 12:58:40 2020-11-03 14:04:36,869 Segmentron INFO: Epoch: 95/400 || Iters: 66/156 || Lr: 0.007848 || Loss: 0.0119 || Loss_b: 0.0808 || Cost Time: 4:00:31 || Estimated Time: 12:58:24 2020-11-03 14:04:46,354 Segmentron INFO: Epoch: 95/400 || Iters: 76/156 || Lr: 0.007846 || Loss: 0.0150 || Loss_b: 0.0810 || Cost Time: 4:00:41 || Estimated Time: 12:58:14 2020-11-03 14:04:55,482 Segmentron INFO: Epoch: 95/400 || Iters: 86/156 || Lr: 0.007845 || Loss: 0.0171 || Loss_b: 0.0849 || Cost Time: 4:00:50 || Estimated Time: 12:58:02 2020-11-03 14:05:04,822 Segmentron INFO: Epoch: 95/400 || Iters: 96/156 || Lr: 0.007843 || Loss: 0.0132 || Loss_b: 0.0856 || Cost Time: 4:00:59 || Estimated Time: 12:57:50 2020-11-03 14:05:13,920 Segmentron INFO: Epoch: 95/400 || Iters: 106/156 || Lr: 0.007842 || Loss: 0.0158 || Loss_b: 0.0793 || Cost Time: 4:01:08 || Estimated Time: 12:57:38 2020-11-03 14:05:23,934 Segmentron INFO: Epoch: 95/400 || Iters: 116/156 || Lr: 0.007841 || Loss: 0.0104 || Loss_b: 0.0765 || Cost Time: 4:01:18 || Estimated Time: 12:57:29 2020-11-03 14:05:33,486 Segmentron INFO: Epoch: 95/400 || Iters: 126/156 || Lr: 0.007839 || Loss: 0.0138 || Loss_b: 0.0858 || Cost Time: 4:01:28 || Estimated Time: 12:57:19 2020-11-03 14:05:43,976 Segmentron INFO: Epoch: 95/400 || Iters: 136/156 || Lr: 0.007838 || Loss: 0.0147 || Loss_b: 0.0768 || Cost Time: 4:01:38 || Estimated Time: 12:57:11 2020-11-03 14:05:56,841 Segmentron INFO: Epoch: 95/400 || Iters: 146/156 || Lr: 0.007836 || Loss: 0.0211 || Loss_b: 0.0887 || Cost Time: 4:01:51 || Estimated Time: 12:57:11 2020-11-03 14:06:05,026 Segmentron INFO: Epoch: 95/400 || Iters: 0/156 || Lr: 0.007835 || Loss: 0.0180 || Loss_b: 0.0831 || Cost Time: 4:01:59 || Estimated Time: 12:56:56 2020-11-03 14:06:05,868 Segmentron INFO: Epoch 95 model saved in: workdir/a2-2-3-400e/95.pth 2020-11-03 14:06:16,882 Segmentron INFO: Epoch: 96/400 || Iters: 10/156 || Lr: 0.007833 || Loss: 0.0212 || Loss_b: 0.0962 || Cost Time: 4:02:11 || Estimated Time: 12:56:53 2020-11-03 14:06:25,015 Segmentron INFO: Epoch: 96/400 || Iters: 20/156 || Lr: 0.007832 || Loss: 0.0117 || Loss_b: 0.0855 || Cost Time: 4:02:19 || Estimated Time: 12:56:38 2020-11-03 14:06:33,761 Segmentron INFO: Epoch: 96/400 || Iters: 30/156 || Lr: 0.007830 || Loss: 0.0162 || Loss_b: 0.0844 || Cost Time: 4:02:28 || Estimated Time: 12:56:25 2020-11-03 14:06:45,500 Segmentron INFO: Epoch: 96/400 || Iters: 40/156 || Lr: 0.007829 || Loss: 0.0141 || Loss_b: 0.0830 || Cost Time: 4:02:40 || Estimated Time: 12:56:21 2020-11-03 14:06:53,783 Segmentron INFO: Epoch: 96/400 || Iters: 50/156 || Lr: 0.007827 || Loss: 0.0108 || Loss_b: 0.0788 || Cost Time: 4:02:48 || Estimated Time: 12:56:06 2020-11-03 14:07:02,600 Segmentron INFO: Epoch: 96/400 || Iters: 60/156 || Lr: 0.007826 || Loss: 0.0093 || Loss_b: 0.0739 || Cost Time: 4:02:57 || Estimated Time: 12:55:53 2020-11-03 14:07:13,477 Segmentron INFO: Epoch: 96/400 || Iters: 70/156 || Lr: 0.007824 || Loss: 0.0153 || Loss_b: 0.0857 || Cost Time: 4:03:08 || Estimated Time: 12:55:47 2020-11-03 14:07:22,774 Segmentron INFO: Epoch: 96/400 || Iters: 80/156 || Lr: 0.007823 || Loss: 0.0130 || Loss_b: 0.0841 || Cost Time: 4:03:17 || Estimated Time: 12:55:36 2020-11-03 14:07:32,774 Segmentron INFO: Epoch: 96/400 || Iters: 90/156 || Lr: 0.007821 || Loss: 0.0134 || Loss_b: 0.0806 || Cost Time: 4:03:27 || Estimated Time: 12:55:27 2020-11-03 14:07:42,852 Segmentron INFO: Epoch: 96/400 || Iters: 100/156 || Lr: 0.007820 || Loss: 0.0151 || Loss_b: 0.0888 || Cost Time: 4:03:37 || Estimated Time: 12:55:18 2020-11-03 14:07:53,432 Segmentron INFO: Epoch: 96/400 || Iters: 110/156 || Lr: 0.007818 || Loss: 0.0110 || Loss_b: 0.0872 || Cost Time: 4:03:48 || Estimated Time: 12:55:10 2020-11-03 14:08:02,642 Segmentron INFO: Epoch: 96/400 || Iters: 120/156 || Lr: 0.007817 || Loss: 0.0121 || Loss_b: 0.0737 || Cost Time: 4:03:57 || Estimated Time: 12:54:59 2020-11-03 14:08:11,233 Segmentron INFO: Epoch: 96/400 || Iters: 130/156 || Lr: 0.007815 || Loss: 0.0108 || Loss_b: 0.1065 || Cost Time: 4:04:06 || Estimated Time: 12:54:45 2020-11-03 14:08:22,062 Segmentron INFO: Epoch: 96/400 || Iters: 140/156 || Lr: 0.007814 || Loss: 0.0110 || Loss_b: 0.0773 || Cost Time: 4:04:16 || Estimated Time: 12:54:39 2020-11-03 14:08:32,164 Segmentron INFO: Epoch: 96/400 || Iters: 150/156 || Lr: 0.007812 || Loss: 0.0107 || Loss_b: 0.0785 || Cost Time: 4:04:27 || Estimated Time: 12:54:30 2020-11-03 14:08:37,887 Segmentron INFO: Epoch 96 model saved in: workdir/a2-2-3-400e/96.pth 2020-11-03 14:08:41,138 Segmentron INFO: Epoch: 97/400 || Iters: 4/156 || Lr: 0.007811 || Loss: 0.0133 || Loss_b: 0.0793 || Cost Time: 4:04:36 || Estimated Time: 12:54:17 2020-11-03 14:08:49,971 Segmentron INFO: Epoch: 97/400 || Iters: 14/156 || Lr: 0.007809 || Loss: 0.0118 || Loss_b: 0.0753 || Cost Time: 4:04:44 || Estimated Time: 12:54:04 2020-11-03 14:08:59,119 Segmentron INFO: Epoch: 97/400 || Iters: 24/156 || Lr: 0.007808 || Loss: 0.0119 || Loss_b: 0.0824 || Cost Time: 4:04:54 || Estimated Time: 12:53:53 2020-11-03 14:09:09,546 Segmentron INFO: Epoch: 97/400 || Iters: 34/156 || Lr: 0.007806 || Loss: 0.0161 || Loss_b: 0.0867 || Cost Time: 4:05:04 || Estimated Time: 12:53:45 2020-11-03 14:09:20,577 Segmentron INFO: Epoch: 97/400 || Iters: 44/156 || Lr: 0.007805 || Loss: 0.0169 || Loss_b: 0.0921 || Cost Time: 4:05:15 || Estimated Time: 12:53:39 2020-11-03 14:09:30,282 Segmentron INFO: Epoch: 97/400 || Iters: 54/156 || Lr: 0.007803 || Loss: 0.0087 || Loss_b: 0.0730 || Cost Time: 4:05:25 || Estimated Time: 12:53:29 2020-11-03 14:09:40,208 Segmentron INFO: Epoch: 97/400 || Iters: 64/156 || Lr: 0.007802 || Loss: 0.0156 || Loss_b: 0.1014 || Cost Time: 4:05:35 || Estimated Time: 12:53:19 2020-11-03 14:09:47,962 Segmentron INFO: Epoch: 97/400 || Iters: 74/156 || Lr: 0.007800 || Loss: 0.0125 || Loss_b: 0.0887 || Cost Time: 4:05:42 || Estimated Time: 12:53:03 2020-11-03 14:09:59,363 Segmentron INFO: Epoch: 97/400 || Iters: 84/156 || Lr: 0.007799 || Loss: 0.0228 || Loss_b: 0.0828 || Cost Time: 4:05:54 || Estimated Time: 12:52:58 2020-11-03 14:10:08,933 Segmentron INFO: Epoch: 97/400 || Iters: 94/156 || Lr: 0.007798 || Loss: 0.0114 || Loss_b: 0.0784 || Cost Time: 4:06:03 || Estimated Time: 12:52:48 2020-11-03 14:10:19,429 Segmentron INFO: Epoch: 97/400 || Iters: 104/156 || Lr: 0.007796 || Loss: 0.0122 || Loss_b: 0.0820 || Cost Time: 4:06:14 || Estimated Time: 12:52:40 2020-11-03 14:10:28,831 Segmentron INFO: Epoch: 97/400 || Iters: 114/156 || Lr: 0.007795 || Loss: 0.0141 || Loss_b: 0.0858 || Cost Time: 4:06:23 || Estimated Time: 12:52:29 2020-11-03 14:10:37,396 Segmentron INFO: Epoch: 97/400 || Iters: 124/156 || Lr: 0.007793 || Loss: 0.0143 || Loss_b: 0.0841 || Cost Time: 4:06:32 || Estimated Time: 12:52:16 2020-11-03 14:10:49,395 Segmentron INFO: Epoch: 97/400 || Iters: 134/156 || Lr: 0.007792 || Loss: 0.0177 || Loss_b: 0.0819 || Cost Time: 4:06:44 || Estimated Time: 12:52:13 2020-11-03 14:10:59,178 Segmentron INFO: Epoch: 97/400 || Iters: 144/156 || Lr: 0.007790 || Loss: 0.0181 || Loss_b: 0.0838 || Cost Time: 4:06:54 || Estimated Time: 12:52:03 2020-11-03 14:11:07,718 Segmentron INFO: Epoch: 97/400 || Iters: 154/156 || Lr: 0.007789 || Loss: 0.0132 || Loss_b: 0.0814 || Cost Time: 4:07:02 || Estimated Time: 12:51:49 2020-11-03 14:11:10,345 Segmentron INFO: Epoch 97 model saved in: workdir/a2-2-3-400e/97.pth 2020-11-03 14:11:17,161 Segmentron INFO: Epoch: 98/400 || Iters: 8/156 || Lr: 0.007787 || Loss: 0.0138 || Loss_b: 0.0779 || Cost Time: 4:07:12 || Estimated Time: 12:51:38 2020-11-03 14:11:27,353 Segmentron INFO: Epoch: 98/400 || Iters: 18/156 || Lr: 0.007786 || Loss: 0.0126 || Loss_b: 0.0840 || Cost Time: 4:07:22 || Estimated Time: 12:51:30 2020-11-03 14:11:36,223 Segmentron INFO: Epoch: 98/400 || Iters: 28/156 || Lr: 0.007784 || Loss: 0.0129 || Loss_b: 0.0772 || Cost Time: 4:07:31 || Estimated Time: 12:51:17 2020-11-03 14:11:45,932 Segmentron INFO: Epoch: 98/400 || Iters: 38/156 || Lr: 0.007783 || Loss: 0.0117 || Loss_b: 0.0828 || Cost Time: 4:07:40 || Estimated Time: 12:51:07 2020-11-03 14:11:57,698 Segmentron INFO: Epoch: 98/400 || Iters: 48/156 || Lr: 0.007781 || Loss: 0.0128 || Loss_b: 0.0787 || Cost Time: 4:07:52 || Estimated Time: 12:51:03 2020-11-03 14:12:08,097 Segmentron INFO: Epoch: 98/400 || Iters: 58/156 || Lr: 0.007780 || Loss: 0.0176 || Loss_b: 0.0782 || Cost Time: 4:08:02 || Estimated Time: 12:50:55 2020-11-03 14:12:17,028 Segmentron INFO: Epoch: 98/400 || Iters: 68/156 || Lr: 0.007778 || Loss: 0.0101 || Loss_b: 0.0732 || Cost Time: 4:08:11 || Estimated Time: 12:50:43 2020-11-03 14:12:26,923 Segmentron INFO: Epoch: 98/400 || Iters: 78/156 || Lr: 0.007777 || Loss: 0.0099 || Loss_b: 0.0744 || Cost Time: 4:08:21 || Estimated Time: 12:50:33 2020-11-03 14:12:36,441 Segmentron INFO: Epoch: 98/400 || Iters: 88/156 || Lr: 0.007775 || Loss: 0.0168 || Loss_b: 0.0832 || Cost Time: 4:08:31 || Estimated Time: 12:50:23 2020-11-03 14:12:45,381 Segmentron INFO: Epoch: 98/400 || Iters: 98/156 || Lr: 0.007774 || Loss: 0.0166 || Loss_b: 0.0948 || Cost Time: 4:08:40 || Estimated Time: 12:50:10 2020-11-03 14:12:54,617 Segmentron INFO: Epoch: 98/400 || Iters: 108/156 || Lr: 0.007772 || Loss: 0.0111 || Loss_b: 0.0788 || Cost Time: 4:08:49 || Estimated Time: 12:49:59 2020-11-03 14:13:03,649 Segmentron INFO: Epoch: 98/400 || Iters: 118/156 || Lr: 0.007771 || Loss: 0.0142 || Loss_b: 0.0778 || Cost Time: 4:08:58 || Estimated Time: 12:49:47 2020-11-03 14:13:16,283 Segmentron INFO: Epoch: 98/400 || Iters: 128/156 || Lr: 0.007769 || Loss: 0.0152 || Loss_b: 0.0779 || Cost Time: 4:09:11 || Estimated Time: 12:49:46 2020-11-03 14:13:24,321 Segmentron INFO: Epoch: 98/400 || Iters: 138/156 || Lr: 0.007768 || Loss: 0.0167 || Loss_b: 0.0774 || Cost Time: 4:09:19 || Estimated Time: 12:49:30 2020-11-03 14:13:33,002 Segmentron INFO: Epoch: 98/400 || Iters: 148/156 || Lr: 0.007766 || Loss: 0.0134 || Loss_b: 0.0799 || Cost Time: 4:09:27 || Estimated Time: 12:49:17 2020-11-03 14:13:40,992 Segmentron INFO: Epoch 98 model saved in: workdir/a2-2-3-400e/98.pth 2020-11-03 14:13:42,815 Segmentron INFO: Epoch: 99/400 || Iters: 2/156 || Lr: 0.007765 || Loss: 0.0171 || Loss_b: 0.0819 || Cost Time: 4:09:37 || Estimated Time: 12:49:07 2020-11-03 14:13:53,794 Segmentron INFO: Epoch: 99/400 || Iters: 12/156 || Lr: 0.007763 || Loss: 0.0125 || Loss_b: 0.0735 || Cost Time: 4:09:48 || Estimated Time: 12:49:01 2020-11-03 14:14:03,784 Segmentron INFO: Epoch: 99/400 || Iters: 22/156 || Lr: 0.007762 || Loss: 0.0172 || Loss_b: 0.0899 || Cost Time: 4:09:58 || Estimated Time: 12:48:52 2020-11-03 14:14:15,293 Segmentron INFO: Epoch: 99/400 || Iters: 32/156 || Lr: 0.007760 || Loss: 0.0105 || Loss_b: 0.0766 || Cost Time: 4:10:10 || Estimated Time: 12:48:47 2020-11-03 14:14:24,792 Segmentron INFO: Epoch: 99/400 || Iters: 42/156 || Lr: 0.007759 || Loss: 0.0170 || Loss_b: 0.0985 || Cost Time: 4:10:19 || Estimated Time: 12:48:37 2020-11-03 14:14:34,526 Segmentron INFO: Epoch: 99/400 || Iters: 52/156 || Lr: 0.007757 || Loss: 0.0102 || Loss_b: 0.0784 || Cost Time: 4:10:29 || Estimated Time: 12:48:27 2020-11-03 14:14:43,117 Segmentron INFO: Epoch: 99/400 || Iters: 62/156 || Lr: 0.007756 || Loss: 0.0104 || Loss_b: 0.0729 || Cost Time: 4:10:38 || Estimated Time: 12:48:13 2020-11-03 14:14:53,075 Segmentron INFO: Epoch: 99/400 || Iters: 72/156 || Lr: 0.007755 || Loss: 0.0120 || Loss_b: 0.0814 || Cost Time: 4:10:47 || Estimated Time: 12:48:04 2020-11-03 14:15:02,583 Segmentron INFO: Epoch: 99/400 || Iters: 82/156 || Lr: 0.007753 || Loss: 0.0178 || Loss_b: 0.0830 || Cost Time: 4:10:57 || Estimated Time: 12:47:53 2020-11-03 14:15:14,266 Segmentron INFO: Epoch: 99/400 || Iters: 92/156 || Lr: 0.007752 || Loss: 0.0131 || Loss_b: 0.0771 || Cost Time: 4:11:09 || Estimated Time: 12:47:49 2020-11-03 14:15:24,111 Segmentron INFO: Epoch: 99/400 || Iters: 102/156 || Lr: 0.007750 || Loss: 0.0141 || Loss_b: 0.0827 || Cost Time: 4:11:19 || Estimated Time: 12:47:40 2020-11-03 14:15:32,731 Segmentron INFO: Epoch: 99/400 || Iters: 112/156 || Lr: 0.007749 || Loss: 0.0354 || Loss_b: 0.0834 || Cost Time: 4:11:27 || Estimated Time: 12:47:26 2020-11-03 14:15:41,664 Segmentron INFO: Epoch: 99/400 || Iters: 122/156 || Lr: 0.007747 || Loss: 0.0249 || Loss_b: 0.1005 || Cost Time: 4:11:36 || Estimated Time: 12:47:14 2020-11-03 14:15:51,152 Segmentron INFO: Epoch: 99/400 || Iters: 132/156 || Lr: 0.007746 || Loss: 0.0142 || Loss_b: 0.0760 || Cost Time: 4:11:46 || Estimated Time: 12:47:03 2020-11-03 14:16:01,587 Segmentron INFO: Epoch: 99/400 || Iters: 142/156 || Lr: 0.007744 || Loss: 0.0171 || Loss_b: 0.0911 || Cost Time: 4:11:56 || Estimated Time: 12:46:55 2020-11-03 14:16:11,033 Segmentron INFO: Epoch: 99/400 || Iters: 152/156 || Lr: 0.007743 || Loss: 0.0168 || Loss_b: 0.0844 || Cost Time: 4:12:05 || Estimated Time: 12:46:44 2020-11-03 14:16:16,907 Segmentron INFO: Epoch 99 model saved in: workdir/a2-2-3-400e/99.pth 2020-11-03 14:16:21,900 Segmentron INFO: Epoch: 100/400 || Iters: 6/156 || Lr: 0.007741 || Loss: 0.0156 || Loss_b: 0.0805 || Cost Time: 4:12:16 || Estimated Time: 12:46:38 2020-11-03 14:16:30,601 Segmentron INFO: Epoch: 100/400 || Iters: 16/156 || Lr: 0.007740 || Loss: 0.0137 || Loss_b: 0.0831 || Cost Time: 4:12:25 || Estimated Time: 12:46:25 2020-11-03 14:16:39,501 Segmentron INFO: Epoch: 100/400 || Iters: 26/156 || Lr: 0.007738 || Loss: 0.0143 || Loss_b: 0.0827 || Cost Time: 4:12:34 || Estimated Time: 12:46:12 2020-11-03 14:16:48,626 Segmentron INFO: Epoch: 100/400 || Iters: 36/156 || Lr: 0.007737 || Loss: 0.0185 || Loss_b: 0.0858 || Cost Time: 4:12:43 || Estimated Time: 12:46:00 2020-11-03 14:17:03,448 Segmentron INFO: Epoch: 100/400 || Iters: 46/156 || Lr: 0.007735 || Loss: 0.0154 || Loss_b: 0.0790 || Cost Time: 4:12:58 || Estimated Time: 12:46:06 2020-11-03 14:17:11,053 Segmentron INFO: Epoch: 100/400 || Iters: 56/156 || Lr: 0.007734 || Loss: 0.0125 || Loss_b: 0.0799 || Cost Time: 4:13:05 || Estimated Time: 12:45:49 2020-11-03 14:17:20,253 Segmentron INFO: Epoch: 100/400 || Iters: 66/156 || Lr: 0.007732 || Loss: 0.0152 || Loss_b: 0.1091 || Cost Time: 4:13:15 || Estimated Time: 12:45:38 2020-11-03 14:17:30,762 Segmentron INFO: Epoch: 100/400 || Iters: 76/156 || Lr: 0.007731 || Loss: 0.0125 || Loss_b: 0.1069 || Cost Time: 4:13:25 || Estimated Time: 12:45:30 2020-11-03 14:17:41,775 Segmentron INFO: Epoch: 100/400 || Iters: 86/156 || Lr: 0.007729 || Loss: 0.0104 || Loss_b: 0.0974 || Cost Time: 4:13:36 || Estimated Time: 12:45:24 2020-11-03 14:17:51,846 Segmentron INFO: Epoch: 100/400 || Iters: 96/156 || Lr: 0.007728 || Loss: 0.0095 || Loss_b: 0.0768 || Cost Time: 4:13:46 || Estimated Time: 12:45:15 2020-11-03 14:17:59,894 Segmentron INFO: Epoch: 100/400 || Iters: 106/156 || Lr: 0.007726 || Loss: 0.0161 || Loss_b: 0.0988 || Cost Time: 4:13:54 || Estimated Time: 12:45:00 2020-11-03 14:18:10,312 Segmentron INFO: Epoch: 100/400 || Iters: 116/156 || Lr: 0.007725 || Loss: 0.0150 || Loss_b: 0.0834 || Cost Time: 4:14:05 || Estimated Time: 12:44:52 2020-11-03 14:18:19,858 Segmentron INFO: Epoch: 100/400 || Iters: 126/156 || Lr: 0.007723 || Loss: 0.0139 || Loss_b: 0.0891 || Cost Time: 4:14:14 || Estimated Time: 12:44:41 2020-11-03 14:18:29,508 Segmentron INFO: Epoch: 100/400 || Iters: 136/156 || Lr: 0.007722 || Loss: 0.0171 || Loss_b: 0.0768 || Cost Time: 4:14:24 || Estimated Time: 12:44:31 2020-11-03 14:18:39,245 Segmentron INFO: Epoch: 100/400 || Iters: 146/156 || Lr: 0.007720 || Loss: 0.0132 || Loss_b: 0.0804 || Cost Time: 4:14:34 || Estimated Time: 12:44:21 2020-11-03 14:18:49,279 Segmentron INFO: Epoch: 100/400 || Iters: 0/156 || Lr: 0.007719 || Loss: 0.0130 || Loss_b: 0.0793 || Cost Time: 4:14:44 || Estimated Time: 12:44:12 2020-11-03 14:18:49,903 Segmentron INFO: Epoch 100 model saved in: workdir/a2-2-3-400e/100.pth 2020-11-03 14:18:58,997 Segmentron INFO: Epoch: 101/400 || Iters: 10/156 || Lr: 0.007717 || Loss: 0.0110 || Loss_b: 0.7910 || Cost Time: 4:14:53 || Estimated Time: 12:44:02 2020-11-03 14:19:07,968 Segmentron INFO: Epoch: 101/400 || Iters: 20/156 || Lr: 0.007716 || Loss: 0.0105 || Loss_b: 0.9754 || Cost Time: 4:15:02 || Estimated Time: 12:43:50 2020-11-03 14:19:19,439 Segmentron INFO: Epoch: 101/400 || Iters: 30/156 || Lr: 0.007714 || Loss: 0.0117 || Loss_b: 0.9802 || Cost Time: 4:15:14 || Estimated Time: 12:43:45 2020-11-03 14:19:29,393 Segmentron INFO: Epoch: 101/400 || Iters: 40/156 || Lr: 0.007713 || Loss: 0.0158 || Loss_b: 0.9757 || Cost Time: 4:15:24 || Estimated Time: 12:43:36 2020-11-03 14:19:38,138 Segmentron INFO: Epoch: 101/400 || Iters: 50/156 || Lr: 0.007711 || Loss: 0.0136 || Loss_b: 0.9809 || Cost Time: 4:15:33 || Estimated Time: 12:43:23 2020-11-03 14:19:47,500 Segmentron INFO: Epoch: 101/400 || Iters: 60/156 || Lr: 0.007710 || Loss: 0.0158 || Loss_b: 0.9774 || Cost Time: 4:15:42 || Estimated Time: 12:43:12 2020-11-03 14:19:58,967 Segmentron INFO: Epoch: 101/400 || Iters: 70/156 || Lr: 0.007709 || Loss: 0.0174 || Loss_b: 0.9800 || Cost Time: 4:15:53 || Estimated Time: 12:43:07 2020-11-03 14:20:09,240 Segmentron INFO: Epoch: 101/400 || Iters: 80/156 || Lr: 0.007707 || Loss: 0.0160 || Loss_b: 0.9797 || Cost Time: 4:16:04 || Estimated Time: 12:42:58 2020-11-03 14:20:17,686 Segmentron INFO: Epoch: 101/400 || Iters: 90/156 || Lr: 0.007706 || Loss: 0.0154 || Loss_b: 0.9789 || Cost Time: 4:16:12 || Estimated Time: 12:42:45 2020-11-03 14:20:26,630 Segmentron INFO: Epoch: 101/400 || Iters: 100/156 || Lr: 0.007704 || Loss: 0.0131 || Loss_b: 0.9785 || Cost Time: 4:16:21 || Estimated Time: 12:42:32 2020-11-03 14:20:35,434 Segmentron INFO: Epoch: 101/400 || Iters: 110/156 || Lr: 0.007703 || Loss: 0.0206 || Loss_b: 0.9790 || Cost Time: 4:16:30 || Estimated Time: 12:42:19 2020-11-03 14:20:44,737 Segmentron INFO: Epoch: 101/400 || Iters: 120/156 || Lr: 0.007701 || Loss: 0.0193 || Loss_b: 0.9761 || Cost Time: 4:16:39 || Estimated Time: 12:42:08 2020-11-03 14:20:56,384 Segmentron INFO: Epoch: 101/400 || Iters: 130/156 || Lr: 0.007700 || Loss: 0.0143 || Loss_b: 0.9803 || Cost Time: 4:16:51 || Estimated Time: 12:42:04 2020-11-03 14:21:05,758 Segmentron INFO: Epoch: 101/400 || Iters: 140/156 || Lr: 0.007698 || Loss: 0.0094 || Loss_b: 0.9792 || Cost Time: 4:17:00 || Estimated Time: 12:41:53 2020-11-03 14:21:15,236 Segmentron INFO: Epoch: 101/400 || Iters: 150/156 || Lr: 0.007697 || Loss: 0.0162 || Loss_b: 0.9767 || Cost Time: 4:17:10 || Estimated Time: 12:41:42 2020-11-03 14:21:22,379 Segmentron INFO: Epoch 101 model saved in: workdir/a2-2-3-400e/101.pth 2020-11-03 14:21:25,768 Segmentron INFO: Epoch: 102/400 || Iters: 4/156 || Lr: 0.007695 || Loss: 0.0156 || Loss_b: 0.9771 || Cost Time: 4:17:20 || Estimated Time: 12:41:34 2020-11-03 14:21:36,381 Segmentron INFO: Epoch: 102/400 || Iters: 14/156 || Lr: 0.007694 || Loss: 0.0111 || Loss_b: 0.9748 || Cost Time: 4:17:31 || Estimated Time: 12:41:27 2020-11-03 14:21:46,809 Segmentron INFO: Epoch: 102/400 || Iters: 24/156 || Lr: 0.007692 || Loss: 0.0112 || Loss_b: 0.9731 || Cost Time: 4:17:41 || Estimated Time: 12:41:19 2020-11-03 14:21:54,929 Segmentron INFO: Epoch: 102/400 || Iters: 34/156 || Lr: 0.007691 || Loss: 0.0236 || Loss_b: 0.9672 || Cost Time: 4:17:49 || Estimated Time: 12:41:04 2020-11-03 14:22:04,034 Segmentron INFO: Epoch: 102/400 || Iters: 44/156 || Lr: 0.007689 || Loss: 0.0095 || Loss_b: 0.9743 || Cost Time: 4:17:58 || Estimated Time: 12:40:53 2020-11-03 14:22:14,026 Segmentron INFO: Epoch: 102/400 || Iters: 54/156 || Lr: 0.007688 || Loss: 0.0216 || Loss_b: 0.9670 || Cost Time: 4:18:08 || Estimated Time: 12:40:43 2020-11-03 14:22:26,845 Segmentron INFO: Epoch: 102/400 || Iters: 64/156 || Lr: 0.007686 || Loss: 0.0181 || Loss_b: 0.9715 || Cost Time: 4:18:21 || Estimated Time: 12:40:42 2020-11-03 14:22:36,542 Segmentron INFO: Epoch: 102/400 || Iters: 74/156 || Lr: 0.007685 || Loss: 0.0106 || Loss_b: 0.9747 || Cost Time: 4:18:31 || Estimated Time: 12:40:32 2020-11-03 14:22:45,386 Segmentron INFO: Epoch: 102/400 || Iters: 84/156 || Lr: 0.007683 || Loss: 0.0174 || Loss_b: 0.9701 || Cost Time: 4:18:40 || Estimated Time: 12:40:20 2020-11-03 14:22:54,441 Segmentron INFO: Epoch: 102/400 || Iters: 94/156 || Lr: 0.007682 || Loss: 0.0190 || Loss_b: 0.9679 || Cost Time: 4:18:49 || Estimated Time: 12:40:08 2020-11-03 14:23:03,304 Segmentron INFO: Epoch: 102/400 || Iters: 104/156 || Lr: 0.007680 || Loss: 0.0152 || Loss_b: 0.9694 || Cost Time: 4:18:58 || Estimated Time: 12:39:55 2020-11-03 14:23:13,583 Segmentron INFO: Epoch: 102/400 || Iters: 114/156 || Lr: 0.007679 || Loss: 0.0120 || Loss_b: 0.9702 || Cost Time: 4:19:08 || Estimated Time: 12:39:47 2020-11-03 14:23:23,388 Segmentron INFO: Epoch: 102/400 || Iters: 124/156 || Lr: 0.007677 || Loss: 0.0095 || Loss_b: 0.9716 || Cost Time: 4:19:18 || Estimated Time: 12:39:37 2020-11-03 14:23:32,983 Segmentron INFO: Epoch: 102/400 || Iters: 134/156 || Lr: 0.007676 || Loss: 0.0173 || Loss_b: 0.9663 || Cost Time: 4:19:27 || Estimated Time: 12:39:27 2020-11-03 14:23:42,234 Segmentron INFO: Epoch: 102/400 || Iters: 144/156 || Lr: 0.007674 || Loss: 0.0103 || Loss_b: 0.9697 || Cost Time: 4:19:37 || Estimated Time: 12:39:15 2020-11-03 14:23:51,772 Segmentron INFO: Epoch: 102/400 || Iters: 154/156 || Lr: 0.007673 || Loss: 0.0194 || Loss_b: 0.9678 || Cost Time: 4:19:46 || Estimated Time: 12:39:05 2020-11-03 14:23:54,179 Segmentron INFO: Epoch 102 model saved in: workdir/a2-2-3-400e/102.pth 2020-11-03 14:24:01,510 Segmentron INFO: Epoch: 103/400 || Iters: 8/156 || Lr: 0.007671 || Loss: 0.0150 || Loss_b: 0.9634 || Cost Time: 4:19:56 || Estimated Time: 12:38:55 2020-11-03 14:24:11,847 Segmentron INFO: Epoch: 103/400 || Iters: 18/156 || Lr: 0.007670 || Loss: 0.0155 || Loss_b: 0.9643 || Cost Time: 4:20:06 || Estimated Time: 12:38:47 2020-11-03 14:24:22,468 Segmentron INFO: Epoch: 103/400 || Iters: 28/156 || Lr: 0.007668 || Loss: 0.0150 || Loss_b: 0.9650 || Cost Time: 4:20:17 || Estimated Time: 12:38:39 2020-11-03 14:24:32,552 Segmentron INFO: Epoch: 103/400 || Iters: 38/156 || Lr: 0.007667 || Loss: 0.0098 || Loss_b: 0.9660 || Cost Time: 4:20:27 || Estimated Time: 12:38:30 2020-11-03 14:24:41,517 Segmentron INFO: Epoch: 103/400 || Iters: 48/156 || Lr: 0.007665 || Loss: 0.0121 || Loss_b: 0.9666 || Cost Time: 4:20:36 || Estimated Time: 12:38:18 2020-11-03 14:24:50,683 Segmentron INFO: Epoch: 103/400 || Iters: 58/156 || Lr: 0.007664 || Loss: 0.0188 || Loss_b: 0.9614 || Cost Time: 4:20:45 || Estimated Time: 12:38:06 2020-11-03 14:25:02,687 Segmentron INFO: Epoch: 103/400 || Iters: 68/156 || Lr: 0.007662 || Loss: 0.0113 || Loss_b: 0.9632 || Cost Time: 4:20:57 || Estimated Time: 12:38:03 2020-11-03 14:25:10,914 Segmentron INFO: Epoch: 103/400 || Iters: 78/156 || Lr: 0.007661 || Loss: 0.0096 || Loss_b: 0.9641 || Cost Time: 4:21:05 || Estimated Time: 12:37:49 2020-11-03 14:25:19,816 Segmentron INFO: Epoch: 103/400 || Iters: 88/156 || Lr: 0.007659 || Loss: 0.0126 || Loss_b: 0.9624 || Cost Time: 4:21:14 || Estimated Time: 12:37:36 2020-11-03 14:25:29,193 Segmentron INFO: Epoch: 103/400 || Iters: 98/156 || Lr: 0.007658 || Loss: 0.0166 || Loss_b: 0.9626 || Cost Time: 4:21:24 || Estimated Time: 12:37:25 2020-11-03 14:25:39,827 Segmentron INFO: Epoch: 103/400 || Iters: 108/156 || Lr: 0.007657 || Loss: 0.0160 || Loss_b: 0.9621 || Cost Time: 4:21:34 || Estimated Time: 12:37:18 2020-11-03 14:25:48,870 Segmentron INFO: Epoch: 103/400 || Iters: 118/156 || Lr: 0.007655 || Loss: 0.0091 || Loss_b: 0.9653 || Cost Time: 4:21:43 || Estimated Time: 12:37:06 2020-11-03 14:25:59,157 Segmentron INFO: Epoch: 103/400 || Iters: 128/156 || Lr: 0.007654 || Loss: 0.0133 || Loss_b: 0.9607 || Cost Time: 4:21:54 || Estimated Time: 12:36:57 2020-11-03 14:26:09,980 Segmentron INFO: Epoch: 103/400 || Iters: 138/156 || Lr: 0.007652 || Loss: 0.0144 || Loss_b: 0.9606 || Cost Time: 4:22:04 || Estimated Time: 12:36:51 2020-11-03 14:26:19,121 Segmentron INFO: Epoch: 103/400 || Iters: 148/156 || Lr: 0.007651 || Loss: 0.0225 || Loss_b: 0.9586 || Cost Time: 4:22:14 || Estimated Time: 12:36:39 2020-11-03 14:26:27,604 Segmentron INFO: Epoch 103 model saved in: workdir/a2-2-3-400e/103.pth 2020-11-03 14:26:30,205 Segmentron INFO: Epoch: 104/400 || Iters: 2/156 || Lr: 0.007649 || Loss: 0.0205 || Loss_b: 0.9546 || Cost Time: 4:22:25 || Estimated Time: 12:36:33 2020-11-03 14:26:38,567 Segmentron INFO: Epoch: 104/400 || Iters: 12/156 || Lr: 0.007648 || Loss: 0.0158 || Loss_b: 0.9593 || Cost Time: 4:22:33 || Estimated Time: 12:36:19 2020-11-03 14:26:48,180 Segmentron INFO: Epoch: 104/400 || Iters: 22/156 || Lr: 0.007646 || Loss: 0.0124 || Loss_b: 0.9574 || Cost Time: 4:22:43 || Estimated Time: 12:36:09 2020-11-03 14:26:57,264 Segmentron INFO: Epoch: 104/400 || Iters: 32/156 || Lr: 0.007645 || Loss: 0.0138 || Loss_b: 0.9547 || Cost Time: 4:22:52 || Estimated Time: 12:35:57 2020-11-03 14:27:08,598 Segmentron INFO: Epoch: 104/400 || Iters: 42/156 || Lr: 0.007643 || Loss: 0.0158 || Loss_b: 0.9562 || Cost Time: 4:23:03 || Estimated Time: 12:35:51 2020-11-03 14:27:17,246 Segmentron INFO: Epoch: 104/400 || Iters: 52/156 || Lr: 0.007642 || Loss: 0.0108 || Loss_b: 0.9569 || Cost Time: 4:23:12 || Estimated Time: 12:35:38 2020-11-03 14:27:26,277 Segmentron INFO: Epoch: 104/400 || Iters: 62/156 || Lr: 0.007640 || Loss: 0.0107 || Loss_b: 0.9592 || Cost Time: 4:23:21 || Estimated Time: 12:35:26 2020-11-03 14:27:35,025 Segmentron INFO: Epoch: 104/400 || Iters: 72/156 || Lr: 0.007639 || Loss: 0.0131 || Loss_b: 0.9547 || Cost Time: 4:23:29 || Estimated Time: 12:35:13 2020-11-03 14:27:46,305 Segmentron INFO: Epoch: 104/400 || Iters: 82/156 || Lr: 0.007637 || Loss: 0.0118 || Loss_b: 0.9536 || Cost Time: 4:23:41 || Estimated Time: 12:35:08 2020-11-03 14:27:54,802 Segmentron INFO: Epoch: 104/400 || Iters: 92/156 || Lr: 0.007636 || Loss: 0.0131 || Loss_b: 0.9551 || Cost Time: 4:23:49 || Estimated Time: 12:34:54 2020-11-03 14:28:05,037 Segmentron INFO: Epoch: 104/400 || Iters: 102/156 || Lr: 0.007634 || Loss: 0.0117 || Loss_b: 0.9515 || Cost Time: 4:23:59 || Estimated Time: 12:34:46 2020-11-03 14:28:14,540 Segmentron INFO: Epoch: 104/400 || Iters: 112/156 || Lr: 0.007633 || Loss: 0.0161 || Loss_b: 0.9492 || Cost Time: 4:24:09 || Estimated Time: 12:34:35 2020-11-03 14:28:25,784 Segmentron INFO: Epoch: 104/400 || Iters: 122/156 || Lr: 0.007631 || Loss: 0.0160 || Loss_b: 0.9471 || Cost Time: 4:24:20 || Estimated Time: 12:34:30 2020-11-03 14:28:35,191 Segmentron INFO: Epoch: 104/400 || Iters: 132/156 || Lr: 0.007630 || Loss: 0.0108 || Loss_b: 0.9481 || Cost Time: 4:24:30 || Estimated Time: 12:34:19 2020-11-03 14:28:44,613 Segmentron INFO: Epoch: 104/400 || Iters: 142/156 || Lr: 0.007628 || Loss: 0.0174 || Loss_b: 0.9424 || Cost Time: 4:24:39 || Estimated Time: 12:34:08 2020-11-03 14:28:54,440 Segmentron INFO: Epoch: 104/400 || Iters: 152/156 || Lr: 0.007627 || Loss: 0.0105 || Loss_b: 0.9492 || Cost Time: 4:24:49 || Estimated Time: 12:33:58 2020-11-03 14:28:59,294 Segmentron INFO: Epoch 104 model saved in: workdir/a2-2-3-400e/104.pth 2020-11-03 14:29:03,888 Segmentron INFO: Epoch: 105/400 || Iters: 6/156 || Lr: 0.007625 || Loss: 0.0109 || Loss_b: 0.9438 || Cost Time: 4:24:58 || Estimated Time: 12:33:47 2020-11-03 14:29:12,838 Segmentron INFO: Epoch: 105/400 || Iters: 16/156 || Lr: 0.007624 || Loss: 0.0143 || Loss_b: 0.9385 || Cost Time: 4:25:07 || Estimated Time: 12:33:35 2020-11-03 14:29:21,779 Segmentron INFO: Epoch: 105/400 || Iters: 26/156 || Lr: 0.007622 || Loss: 0.0094 || Loss_b: 0.9445 || Cost Time: 4:25:16 || Estimated Time: 12:33:23 2020-11-03 14:29:30,916 Segmentron INFO: Epoch: 105/400 || Iters: 36/156 || Lr: 0.007621 || Loss: 0.0207 || Loss_b: 0.9317 || Cost Time: 4:25:25 || Estimated Time: 12:33:11 2020-11-03 14:29:40,994 Segmentron INFO: Epoch: 105/400 || Iters: 46/156 || Lr: 0.007619 || Loss: 0.0123 || Loss_b: 0.9394 || Cost Time: 4:25:35 || Estimated Time: 12:33:02 2020-11-03 14:29:49,795 Segmentron INFO: Epoch: 105/400 || Iters: 56/156 || Lr: 0.007618 || Loss: 0.0088 || Loss_b: 0.9392 || Cost Time: 4:25:44 || Estimated Time: 12:32:50 2020-11-03 14:30:00,738 Segmentron INFO: Epoch: 105/400 || Iters: 66/156 || Lr: 0.007616 || Loss: 0.0123 || Loss_b: 0.9293 || Cost Time: 4:25:55 || Estimated Time: 12:32:43 2020-11-03 14:30:12,435 Segmentron INFO: Epoch: 105/400 || Iters: 76/156 || Lr: 0.007615 || Loss: 0.0101 || Loss_b: 0.9265 || Cost Time: 4:26:07 || Estimated Time: 12:32:39 2020-11-03 14:30:22,844 Segmentron INFO: Epoch: 105/400 || Iters: 86/156 || Lr: 0.007613 || Loss: 0.0117 || Loss_b: 0.9199 || Cost Time: 4:26:17 || Estimated Time: 12:32:31 2020-11-03 14:30:31,695 Segmentron INFO: Epoch: 105/400 || Iters: 96/156 || Lr: 0.007612 || Loss: 0.0118 || Loss_b: 0.9038 || Cost Time: 4:26:26 || Estimated Time: 12:32:18 2020-11-03 14:30:40,589 Segmentron INFO: Epoch: 105/400 || Iters: 106/156 || Lr: 0.007610 || Loss: 0.0150 || Loss_b: 0.8812 || Cost Time: 4:26:35 || Estimated Time: 12:32:06 2020-11-03 14:30:49,719 Segmentron INFO: Epoch: 105/400 || Iters: 116/156 || Lr: 0.007609 || Loss: 0.0087 || Loss_b: 0.6853 || Cost Time: 4:26:44 || Estimated Time: 12:31:54 2020-11-03 14:30:59,467 Segmentron INFO: Epoch: 105/400 || Iters: 126/156 || Lr: 0.007607 || Loss: 0.0173 || Loss_b: 0.6813 || Cost Time: 4:26:54 || Estimated Time: 12:31:44 2020-11-03 14:31:10,193 Segmentron INFO: Epoch: 105/400 || Iters: 136/156 || Lr: 0.007606 || Loss: 0.0220 || Loss_b: 0.3980 || Cost Time: 4:27:05 || Estimated Time: 12:31:37 2020-11-03 14:31:20,798 Segmentron INFO: Epoch: 105/400 || Iters: 146/156 || Lr: 0.007605 || Loss: 0.0124 || Loss_b: 0.3720 || Cost Time: 4:27:15 || Estimated Time: 12:31:29 2020-11-03 14:31:30,706 Segmentron INFO: Epoch: 105/400 || Iters: 0/156 || Lr: 0.007603 || Loss: 0.0161 || Loss_b: 0.4616 || Cost Time: 4:27:25 || Estimated Time: 12:31:20 2020-11-03 14:31:31,508 Segmentron INFO: Epoch 105 model saved in: workdir/a2-2-3-400e/105.pth 2020-11-03 14:31:40,354 Segmentron INFO: Epoch: 106/400 || Iters: 10/156 || Lr: 0.007602 || Loss: 0.0133 || Loss_b: 0.2166 || Cost Time: 4:27:35 || Estimated Time: 12:31:10 2020-11-03 14:31:50,025 Segmentron INFO: Epoch: 106/400 || Iters: 20/156 || Lr: 0.007600 || Loss: 0.0175 || Loss_b: 0.1438 || Cost Time: 4:27:44 || Estimated Time: 12:31:00 2020-11-03 14:31:59,029 Segmentron INFO: Epoch: 106/400 || Iters: 30/156 || Lr: 0.007599 || Loss: 0.0119 || Loss_b: 0.1016 || Cost Time: 4:27:53 || Estimated Time: 12:30:48 2020-11-03 14:32:08,090 Segmentron INFO: Epoch: 106/400 || Iters: 40/156 || Lr: 0.007597 || Loss: 0.0116 || Loss_b: 0.1214 || Cost Time: 4:28:02 || Estimated Time: 12:30:36 2020-11-03 14:32:18,903 Segmentron INFO: Epoch: 106/400 || Iters: 50/156 || Lr: 0.007596 || Loss: 0.0172 || Loss_b: 0.0979 || Cost Time: 4:28:13 || Estimated Time: 12:30:29 2020-11-03 14:32:28,057 Segmentron INFO: Epoch: 106/400 || Iters: 60/156 || Lr: 0.007594 || Loss: 0.0129 || Loss_b: 0.1069 || Cost Time: 4:28:22 || Estimated Time: 12:30:17 2020-11-03 14:32:38,635 Segmentron INFO: Epoch: 106/400 || Iters: 70/156 || Lr: 0.007593 || Loss: 0.0142 || Loss_b: 0.0944 || Cost Time: 4:28:33 || Estimated Time: 12:30:10 2020-11-03 14:32:48,354 Segmentron INFO: Epoch: 106/400 || Iters: 80/156 || Lr: 0.007591 || Loss: 0.0126 || Loss_b: 0.0889 || Cost Time: 4:28:43 || Estimated Time: 12:30:00 2020-11-03 14:32:58,932 Segmentron INFO: Epoch: 106/400 || Iters: 90/156 || Lr: 0.007590 || Loss: 0.0127 || Loss_b: 0.0959 || Cost Time: 4:28:53 || Estimated Time: 12:29:52 2020-11-03 14:33:08,611 Segmentron INFO: Epoch: 106/400 || Iters: 100/156 || Lr: 0.007588 || Loss: 0.0115 || Loss_b: 0.0931 || Cost Time: 4:29:03 || Estimated Time: 12:29:42 2020-11-03 14:33:17,423 Segmentron INFO: Epoch: 106/400 || Iters: 110/156 || Lr: 0.007587 || Loss: 0.0185 || Loss_b: 0.0966 || Cost Time: 4:29:12 || Estimated Time: 12:29:29 2020-11-03 14:33:29,730 Segmentron INFO: Epoch: 106/400 || Iters: 120/156 || Lr: 0.007585 || Loss: 0.0160 || Loss_b: 0.1078 || Cost Time: 4:29:24 || Estimated Time: 12:29:27 2020-11-03 14:33:39,425 Segmentron INFO: Epoch: 106/400 || Iters: 130/156 || Lr: 0.007584 || Loss: 0.0198 || Loss_b: 0.1051 || Cost Time: 4:29:34 || Estimated Time: 12:29:16 2020-11-03 14:33:48,493 Segmentron INFO: Epoch: 106/400 || Iters: 140/156 || Lr: 0.007582 || Loss: 0.0186 || Loss_b: 0.1014 || Cost Time: 4:29:43 || Estimated Time: 12:29:05 2020-11-03 14:33:57,684 Segmentron INFO: Epoch: 106/400 || Iters: 150/156 || Lr: 0.007581 || Loss: 0.0142 || Loss_b: 0.0849 || Cost Time: 4:29:52 || Estimated Time: 12:28:53 2020-11-03 14:34:04,671 Segmentron INFO: Epoch 106 model saved in: workdir/a2-2-3-400e/106.pth 2020-11-03 14:34:08,650 Segmentron INFO: Epoch: 107/400 || Iters: 4/156 || Lr: 0.007579 || Loss: 0.0182 || Loss_b: 0.0955 || Cost Time: 4:30:03 || Estimated Time: 12:28:47 2020-11-03 14:34:17,968 Segmentron INFO: Epoch: 107/400 || Iters: 14/156 || Lr: 0.007578 || Loss: 0.0106 || Loss_b: 0.0806 || Cost Time: 4:30:12 || Estimated Time: 12:28:35 2020-11-03 14:34:28,847 Segmentron INFO: Epoch: 107/400 || Iters: 24/156 || Lr: 0.007576 || Loss: 0.0119 || Loss_b: 0.1311 || Cost Time: 4:30:23 || Estimated Time: 12:28:29 2020-11-03 14:34:37,925 Segmentron INFO: Epoch: 107/400 || Iters: 34/156 || Lr: 0.007575 || Loss: 0.0100 || Loss_b: 0.0840 || Cost Time: 4:30:32 || Estimated Time: 12:28:17 2020-11-03 14:34:47,597 Segmentron INFO: Epoch: 107/400 || Iters: 44/156 || Lr: 0.007573 || Loss: 0.0156 || Loss_b: 0.0962 || Cost Time: 4:30:42 || Estimated Time: 12:28:07 2020-11-03 14:34:57,166 Segmentron INFO: Epoch: 107/400 || Iters: 54/156 || Lr: 0.007572 || Loss: 0.0146 || Loss_b: 0.0913 || Cost Time: 4:30:52 || Estimated Time: 12:27:56 2020-11-03 14:35:07,221 Segmentron INFO: Epoch: 107/400 || Iters: 64/156 || Lr: 0.007570 || Loss: 0.0146 || Loss_b: 0.0890 || Cost Time: 4:31:02 || Estimated Time: 12:27:47 2020-11-03 14:35:16,903 Segmentron INFO: Epoch: 107/400 || Iters: 74/156 || Lr: 0.007569 || Loss: 0.0129 || Loss_b: 0.0777 || Cost Time: 4:31:11 || Estimated Time: 12:27:37 2020-11-03 14:35:25,739 Segmentron INFO: Epoch: 107/400 || Iters: 84/156 || Lr: 0.007567 || Loss: 0.0125 || Loss_b: 0.0825 || Cost Time: 4:31:20 || Estimated Time: 12:27:25 2020-11-03 14:35:34,851 Segmentron INFO: Epoch: 107/400 || Iters: 94/156 || Lr: 0.007566 || Loss: 0.0153 || Loss_b: 0.1008 || Cost Time: 4:31:29 || Estimated Time: 12:27:13 2020-11-03 14:35:45,722 Segmentron INFO: Epoch: 107/400 || Iters: 104/156 || Lr: 0.007564 || Loss: 0.0190 || Loss_b: 0.0982 || Cost Time: 4:31:40 || Estimated Time: 12:27:06 2020-11-03 14:35:54,239 Segmentron INFO: Epoch: 107/400 || Iters: 114/156 || Lr: 0.007563 || Loss: 0.0228 || Loss_b: 0.0997 || Cost Time: 4:31:49 || Estimated Time: 12:26:53 2020-11-03 14:36:04,065 Segmentron INFO: Epoch: 107/400 || Iters: 124/156 || Lr: 0.007561 || Loss: 0.0186 || Loss_b: 0.0984 || Cost Time: 4:31:58 || Estimated Time: 12:26:43 2020-11-03 14:36:13,546 Segmentron INFO: Epoch: 107/400 || Iters: 134/156 || Lr: 0.007560 || Loss: 0.0153 || Loss_b: 0.0879 || Cost Time: 4:32:08 || Estimated Time: 12:26:33 2020-11-03 14:36:23,538 Segmentron INFO: Epoch: 107/400 || Iters: 144/156 || Lr: 0.007558 || Loss: 0.0106 || Loss_b: 0.0794 || Cost Time: 4:32:18 || Estimated Time: 12:26:23 2020-11-03 14:36:33,671 Segmentron INFO: Epoch: 107/400 || Iters: 154/156 || Lr: 0.007557 || Loss: 0.0139 || Loss_b: 0.0834 || Cost Time: 4:32:28 || Estimated Time: 12:26:14 2020-11-03 14:36:35,655 Segmentron INFO: Epoch 107 model saved in: workdir/a2-2-3-400e/107.pth 2020-11-03 14:36:42,701 Segmentron INFO: Epoch: 108/400 || Iters: 8/156 || Lr: 0.007555 || Loss: 0.0130 || Loss_b: 0.0764 || Cost Time: 4:32:37 || Estimated Time: 12:26:03 2020-11-03 14:36:52,491 Segmentron INFO: Epoch: 108/400 || Iters: 18/156 || Lr: 0.007554 || Loss: 0.0229 || Loss_b: 0.0827 || Cost Time: 4:32:47 || Estimated Time: 12:25:53 2020-11-03 14:37:01,421 Segmentron INFO: Epoch: 108/400 || Iters: 28/156 || Lr: 0.007552 || Loss: 0.0134 || Loss_b: 0.0780 || Cost Time: 4:32:56 || Estimated Time: 12:25:41 2020-11-03 14:37:12,815 Segmentron INFO: Epoch: 108/400 || Iters: 38/156 || Lr: 0.007551 || Loss: 0.0151 || Loss_b: 0.0818 || Cost Time: 4:33:07 || Estimated Time: 12:25:35 2020-11-03 14:37:23,405 Segmentron INFO: Epoch: 108/400 || Iters: 48/156 || Lr: 0.007549 || Loss: 0.0147 || Loss_b: 0.0930 || Cost Time: 4:33:18 || Estimated Time: 12:25:27 2020-11-03 14:37:33,570 Segmentron INFO: Epoch: 108/400 || Iters: 58/156 || Lr: 0.007548 || Loss: 0.0097 || Loss_b: 0.0771 || Cost Time: 4:33:28 || Estimated Time: 12:25:19 2020-11-03 14:37:42,442 Segmentron INFO: Epoch: 108/400 || Iters: 68/156 || Lr: 0.007546 || Loss: 0.0150 || Loss_b: 0.0840 || Cost Time: 4:33:37 || Estimated Time: 12:25:06 2020-11-03 14:37:53,165 Segmentron INFO: Epoch: 108/400 || Iters: 78/156 || Lr: 0.007545 || Loss: 0.0118 || Loss_b: 0.0749 || Cost Time: 4:33:48 || Estimated Time: 12:24:59 2020-11-03 14:38:01,489 Segmentron INFO: Epoch: 108/400 || Iters: 88/156 || Lr: 0.007544 || Loss: 0.0079 || Loss_b: 0.0720 || Cost Time: 4:33:56 || Estimated Time: 12:24:45 2020-11-03 14:38:11,135 Segmentron INFO: Epoch: 108/400 || Iters: 98/156 || Lr: 0.007542 || Loss: 0.0149 || Loss_b: 0.0888 || Cost Time: 4:34:06 || Estimated Time: 12:24:35 2020-11-03 14:38:21,406 Segmentron INFO: Epoch: 108/400 || Iters: 108/156 || Lr: 0.007541 || Loss: 0.0125 || Loss_b: 0.0976 || Cost Time: 4:34:16 || Estimated Time: 12:24:27 2020-11-03 14:38:31,613 Segmentron INFO: Epoch: 108/400 || Iters: 118/156 || Lr: 0.007539 || Loss: 0.0093 || Loss_b: 0.0759 || Cost Time: 4:34:26 || Estimated Time: 12:24:18 2020-11-03 14:38:41,328 Segmentron INFO: Epoch: 108/400 || Iters: 128/156 || Lr: 0.007538 || Loss: 0.0146 || Loss_b: 0.0831 || Cost Time: 4:34:36 || Estimated Time: 12:24:08 2020-11-03 14:38:50,322 Segmentron INFO: Epoch: 108/400 || Iters: 138/156 || Lr: 0.007536 || Loss: 0.0117 || Loss_b: 0.0748 || Cost Time: 4:34:45 || Estimated Time: 12:23:56 2020-11-03 14:39:00,394 Segmentron INFO: Epoch: 108/400 || Iters: 148/156 || Lr: 0.007535 || Loss: 0.0114 || Loss_b: 0.0776 || Cost Time: 4:34:55 || Estimated Time: 12:23:47 2020-11-03 14:39:08,139 Segmentron INFO: Epoch 108 model saved in: workdir/a2-2-3-400e/108.pth 2020-11-03 14:39:09,761 Segmentron INFO: Epoch: 109/400 || Iters: 2/156 || Lr: 0.007533 || Loss: 0.0096 || Loss_b: 0.0773 || Cost Time: 4:35:04 || Estimated Time: 12:23:36 2020-11-03 14:39:18,699 Segmentron INFO: Epoch: 109/400 || Iters: 12/156 || Lr: 0.007532 || Loss: 0.0129 || Loss_b: 0.0877 || Cost Time: 4:35:13 || Estimated Time: 12:23:24 2020-11-03 14:39:29,889 Segmentron INFO: Epoch: 109/400 || Iters: 22/156 || Lr: 0.007530 || Loss: 0.0138 || Loss_b: 0.0781 || Cost Time: 4:35:24 || Estimated Time: 12:23:18 2020-11-03 14:39:42,110 Segmentron INFO: Epoch: 109/400 || Iters: 32/156 || Lr: 0.007529 || Loss: 0.0142 || Loss_b: 0.0772 || Cost Time: 4:35:37 || Estimated Time: 12:23:15 2020-11-03 14:39:50,225 Segmentron INFO: Epoch: 109/400 || Iters: 42/156 || Lr: 0.007527 || Loss: 0.0097 || Loss_b: 0.0782 || Cost Time: 4:35:45 || Estimated Time: 12:23:00 2020-11-03 14:39:59,978 Segmentron INFO: Epoch: 109/400 || Iters: 52/156 || Lr: 0.007526 || Loss: 0.0152 || Loss_b: 0.0926 || Cost Time: 4:35:54 || Estimated Time: 12:22:50 2020-11-03 14:40:09,749 Segmentron INFO: Epoch: 109/400 || Iters: 62/156 || Lr: 0.007524 || Loss: 0.0162 || Loss_b: 0.0881 || Cost Time: 4:36:04 || Estimated Time: 12:22:40 2020-11-03 14:40:18,737 Segmentron INFO: Epoch: 109/400 || Iters: 72/156 || Lr: 0.007523 || Loss: 0.0111 || Loss_b: 0.0755 || Cost Time: 4:36:13 || Estimated Time: 12:22:28 2020-11-03 14:40:29,290 Segmentron INFO: Epoch: 109/400 || Iters: 82/156 || Lr: 0.007521 || Loss: 0.0111 || Loss_b: 0.0734 || Cost Time: 4:36:24 || Estimated Time: 12:22:21 2020-11-03 14:40:37,860 Segmentron INFO: Epoch: 109/400 || Iters: 92/156 || Lr: 0.007520 || Loss: 0.0167 || Loss_b: 0.0865 || Cost Time: 4:36:32 || Estimated Time: 12:22:08 2020-11-03 14:40:46,965 Segmentron INFO: Epoch: 109/400 || Iters: 102/156 || Lr: 0.007518 || Loss: 0.0154 || Loss_b: 0.0949 || Cost Time: 4:36:41 || Estimated Time: 12:21:56 2020-11-03 14:40:59,012 Segmentron INFO: Epoch: 109/400 || Iters: 112/156 || Lr: 0.007517 || Loss: 0.0138 || Loss_b: 0.0797 || Cost Time: 4:36:53 || Estimated Time: 12:21:52 2020-11-03 14:41:07,441 Segmentron INFO: Epoch: 109/400 || Iters: 122/156 || Lr: 0.007515 || Loss: 0.0098 || Loss_b: 0.0727 || Cost Time: 4:37:02 || Estimated Time: 12:21:39 2020-11-03 14:41:16,280 Segmentron INFO: Epoch: 109/400 || Iters: 132/156 || Lr: 0.007514 || Loss: 0.0103 || Loss_b: 0.1061 || Cost Time: 4:37:11 || Estimated Time: 12:21:26 2020-11-03 14:41:27,106 Segmentron INFO: Epoch: 109/400 || Iters: 142/156 || Lr: 0.007512 || Loss: 0.0144 || Loss_b: 0.0909 || Cost Time: 4:37:22 || Estimated Time: 12:21:19 2020-11-03 14:41:37,682 Segmentron INFO: Epoch: 109/400 || Iters: 152/156 || Lr: 0.007511 || Loss: 0.0105 || Loss_b: 0.0740 || Cost Time: 4:37:32 || Estimated Time: 12:21:12 2020-11-03 14:41:41,912 Segmentron INFO: Epoch 109 model saved in: workdir/a2-2-3-400e/109.pth 2020-11-03 14:41:48,130 Segmentron INFO: Epoch: 110/400 || Iters: 6/156 || Lr: 0.007509 || Loss: 0.0108 || Loss_b: 0.0874 || Cost Time: 4:37:43 || Estimated Time: 12:21:04 2020-11-03 14:41:58,318 Segmentron INFO: Epoch: 110/400 || Iters: 16/156 || Lr: 0.007508 || Loss: 0.0126 || Loss_b: 0.0822 || Cost Time: 4:37:53 || Estimated Time: 12:20:55 2020-11-03 14:42:07,116 Segmentron INFO: Epoch: 110/400 || Iters: 26/156 || Lr: 0.007506 || Loss: 0.0131 || Loss_b: 0.0830 || Cost Time: 4:38:02 || Estimated Time: 12:20:42 2020-11-03 14:42:17,922 Segmentron INFO: Epoch: 110/400 || Iters: 36/156 || Lr: 0.007505 || Loss: 0.0095 || Loss_b: 0.0760 || Cost Time: 4:38:12 || Estimated Time: 12:20:35 2020-11-03 14:42:27,658 Segmentron INFO: Epoch: 110/400 || Iters: 46/156 || Lr: 0.007503 || Loss: 0.0095 || Loss_b: 0.0750 || Cost Time: 4:38:22 || Estimated Time: 12:20:25 2020-11-03 14:42:36,662 Segmentron INFO: Epoch: 110/400 || Iters: 56/156 || Lr: 0.007502 || Loss: 0.0094 || Loss_b: 0.0730 || Cost Time: 4:38:31 || Estimated Time: 12:20:13 2020-11-03 14:42:45,477 Segmentron INFO: Epoch: 110/400 || Iters: 66/156 || Lr: 0.007500 || Loss: 0.0127 || Loss_b: 0.0806 || Cost Time: 4:38:40 || Estimated Time: 12:20:01 2020-11-03 14:42:55,136 Segmentron INFO: Epoch: 110/400 || Iters: 76/156 || Lr: 0.007499 || Loss: 0.0250 || Loss_b: 0.0868 || Cost Time: 4:38:50 || Estimated Time: 12:19:51 2020-11-03 14:43:04,201 Segmentron INFO: Epoch: 110/400 || Iters: 86/156 || Lr: 0.007497 || Loss: 0.0142 || Loss_b: 0.0853 || Cost Time: 4:38:59 || Estimated Time: 12:19:39 2020-11-03 14:43:14,316 Segmentron INFO: Epoch: 110/400 || Iters: 96/156 || Lr: 0.007496 || Loss: 0.0136 || Loss_b: 0.0799 || Cost Time: 4:39:09 || Estimated Time: 12:19:30 2020-11-03 14:43:24,413 Segmentron INFO: Epoch: 110/400 || Iters: 106/156 || Lr: 0.007494 || Loss: 0.0084 || Loss_b: 0.0786 || Cost Time: 4:39:19 || Estimated Time: 12:19:21 2020-11-03 14:43:33,913 Segmentron INFO: Epoch: 110/400 || Iters: 116/156 || Lr: 0.007493 || Loss: 0.0123 || Loss_b: 0.0825 || Cost Time: 4:39:28 || Estimated Time: 12:19:11 2020-11-03 14:43:43,675 Segmentron INFO: Epoch: 110/400 || Iters: 126/156 || Lr: 0.007491 || Loss: 0.0077 || Loss_b: 0.0740 || Cost Time: 4:39:38 || Estimated Time: 12:19:01 2020-11-03 14:43:54,696 Segmentron INFO: Epoch: 110/400 || Iters: 136/156 || Lr: 0.007490 || Loss: 0.0145 || Loss_b: 0.0794 || Cost Time: 4:39:49 || Estimated Time: 12:18:54 2020-11-03 14:44:03,485 Segmentron INFO: Epoch: 110/400 || Iters: 146/156 || Lr: 0.007488 || Loss: 0.0142 || Loss_b: 0.0797 || Cost Time: 4:39:58 || Estimated Time: 12:18:42 2020-11-03 14:44:12,272 Segmentron INFO: Epoch: 110/400 || Iters: 0/156 || Lr: 0.007487 || Loss: 0.0151 || Loss_b: 0.3241 || Cost Time: 4:40:07 || Estimated Time: 12:18:29 2020-11-03 14:44:12,883 Segmentron INFO: Epoch 110 model saved in: workdir/a2-2-3-400e/110.pth 2020-11-03 14:44:21,771 Segmentron INFO: Epoch: 111/400 || Iters: 10/156 || Lr: 0.007485 || Loss: 0.0105 || Loss_b: 0.2280 || Cost Time: 4:40:16 || Estimated Time: 12:18:19 2020-11-03 14:44:30,732 Segmentron INFO: Epoch: 111/400 || Iters: 20/156 || Lr: 0.007484 || Loss: 0.0564 || Loss_b: 0.2064 || Cost Time: 4:40:25 || Estimated Time: 12:18:07 2020-11-03 14:44:42,603 Segmentron INFO: Epoch: 111/400 || Iters: 30/156 || Lr: 0.007482 || Loss: 0.0727 || Loss_b: 0.1216 || Cost Time: 4:40:37 || Estimated Time: 12:18:02 2020-11-03 14:44:52,065 Segmentron INFO: Epoch: 111/400 || Iters: 40/156 || Lr: 0.007481 || Loss: 0.0322 || Loss_b: 0.1240 || Cost Time: 4:40:46 || Estimated Time: 12:17:52 2020-11-03 14:45:02,089 Segmentron INFO: Epoch: 111/400 || Iters: 50/156 || Lr: 0.007479 || Loss: 0.0417 || Loss_b: 0.1149 || Cost Time: 4:40:56 || Estimated Time: 12:17:43 2020-11-03 14:45:12,190 Segmentron INFO: Epoch: 111/400 || Iters: 60/156 || Lr: 0.007478 || Loss: 0.0603 || Loss_b: 0.1069 || Cost Time: 4:41:07 || Estimated Time: 12:17:34 2020-11-03 14:45:22,019 Segmentron INFO: Epoch: 111/400 || Iters: 70/156 || Lr: 0.007477 || Loss: 0.0212 || Loss_b: 0.0902 || Cost Time: 4:41:16 || Estimated Time: 12:17:24 2020-11-03 14:45:31,628 Segmentron INFO: Epoch: 111/400 || Iters: 80/156 || Lr: 0.007475 || Loss: 0.0194 || Loss_b: 0.0894 || Cost Time: 4:41:26 || Estimated Time: 12:17:14 2020-11-03 14:45:41,189 Segmentron INFO: Epoch: 111/400 || Iters: 90/156 || Lr: 0.007474 || Loss: 0.0157 || Loss_b: 0.0856 || Cost Time: 4:41:36 || Estimated Time: 12:17:03 2020-11-03 14:45:51,176 Segmentron INFO: Epoch: 111/400 || Iters: 100/156 || Lr: 0.007472 || Loss: 0.0273 || Loss_b: 0.0932 || Cost Time: 4:41:46 || Estimated Time: 12:16:54 2020-11-03 14:46:00,330 Segmentron INFO: Epoch: 111/400 || Iters: 110/156 || Lr: 0.007471 || Loss: 0.0188 || Loss_b: 0.0859 || Cost Time: 4:41:55 || Estimated Time: 12:16:42 2020-11-03 14:46:09,998 Segmentron INFO: Epoch: 111/400 || Iters: 120/156 || Lr: 0.007469 || Loss: 0.0191 || Loss_b: 0.0901 || Cost Time: 4:42:04 || Estimated Time: 12:16:32 2020-11-03 14:46:20,342 Segmentron INFO: Epoch: 111/400 || Iters: 130/156 || Lr: 0.007468 || Loss: 0.0297 || Loss_b: 0.1064 || Cost Time: 4:42:15 || Estimated Time: 12:16:24 2020-11-03 14:46:31,005 Segmentron INFO: Epoch: 111/400 || Iters: 140/156 || Lr: 0.007466 || Loss: 0.0234 || Loss_b: 0.0820 || Cost Time: 4:42:25 || Estimated Time: 12:16:16 2020-11-03 14:46:40,368 Segmentron INFO: Epoch: 111/400 || Iters: 150/156 || Lr: 0.007465 || Loss: 0.0278 || Loss_b: 0.1031 || Cost Time: 4:42:35 || Estimated Time: 12:16:05 2020-11-03 14:46:45,887 Segmentron INFO: Epoch 111 model saved in: workdir/a2-2-3-400e/111.pth 2020-11-03 14:46:49,432 Segmentron INFO: Epoch: 112/400 || Iters: 4/156 || Lr: 0.007463 || Loss: 0.0170 || Loss_b: 0.0845 || Cost Time: 4:42:44 || Estimated Time: 12:15:54 2020-11-03 14:46:58,294 Segmentron INFO: Epoch: 112/400 || Iters: 14/156 || Lr: 0.007462 || Loss: 0.0724 || Loss_b: 0.1074 || Cost Time: 4:42:53 || Estimated Time: 12:15:42 2020-11-03 14:47:07,099 Segmentron INFO: Epoch: 112/400 || Iters: 24/156 || Lr: 0.007460 || Loss: 0.0266 || Loss_b: 0.0889 || Cost Time: 4:43:01 || Estimated Time: 12:15:29 2020-11-03 14:47:16,422 Segmentron INFO: Epoch: 112/400 || Iters: 34/156 || Lr: 0.007459 || Loss: 0.0226 || Loss_b: 0.0956 || Cost Time: 4:43:11 || Estimated Time: 12:15:18 2020-11-03 14:47:26,851 Segmentron INFO: Epoch: 112/400 || Iters: 44/156 || Lr: 0.007457 || Loss: 0.0171 || Loss_b: 0.0959 || Cost Time: 4:43:21 || Estimated Time: 12:15:10 2020-11-03 14:47:35,745 Segmentron INFO: Epoch: 112/400 || Iters: 54/156 || Lr: 0.007456 || Loss: 0.0205 || Loss_b: 0.0870 || Cost Time: 4:43:30 || Estimated Time: 12:14:58 2020-11-03 14:47:45,534 Segmentron INFO: Epoch: 112/400 || Iters: 64/156 || Lr: 0.007454 || Loss: 0.0144 || Loss_b: 0.0886 || Cost Time: 4:43:40 || Estimated Time: 12:14:48 2020-11-03 14:47:57,666 Segmentron INFO: Epoch: 112/400 || Iters: 74/156 || Lr: 0.007453 || Loss: 0.0163 || Loss_b: 0.0822 || Cost Time: 4:43:52 || Estimated Time: 12:14:44 2020-11-03 14:48:05,828 Segmentron INFO: Epoch: 112/400 || Iters: 84/156 || Lr: 0.007451 || Loss: 0.0160 || Loss_b: 0.0818 || Cost Time: 4:44:00 || Estimated Time: 12:14:30 2020-11-03 14:48:15,636 Segmentron INFO: Epoch: 112/400 || Iters: 94/156 || Lr: 0.007450 || Loss: 0.0186 || Loss_b: 0.9528 || Cost Time: 4:44:10 || Estimated Time: 12:14:21 2020-11-03 14:48:25,963 Segmentron INFO: Epoch: 112/400 || Iters: 104/156 || Lr: 0.007448 || Loss: 0.0177 || Loss_b: 0.9682 || Cost Time: 4:44:20 || Estimated Time: 12:14:12 2020-11-03 14:48:35,433 Segmentron INFO: Epoch: 112/400 || Iters: 114/156 || Lr: 0.007447 || Loss: 0.0169 || Loss_b: 0.9682 || Cost Time: 4:44:30 || Estimated Time: 12:14:02 2020-11-03 14:48:45,028 Segmentron INFO: Epoch: 112/400 || Iters: 124/156 || Lr: 0.007445 || Loss: 0.0156 || Loss_b: 0.9700 || Cost Time: 4:44:39 || Estimated Time: 12:13:51 2020-11-03 14:48:55,139 Segmentron INFO: Epoch: 112/400 || Iters: 134/156 || Lr: 0.007444 || Loss: 0.0119 || Loss_b: 0.9678 || Cost Time: 4:44:50 || Estimated Time: 12:13:42 2020-11-03 14:49:06,037 Segmentron INFO: Epoch: 112/400 || Iters: 144/156 || Lr: 0.007442 || Loss: 0.0180 || Loss_b: 0.9637 || Cost Time: 4:45:00 || Estimated Time: 12:13:35 2020-11-03 14:49:15,006 Segmentron INFO: Epoch: 112/400 || Iters: 154/156 || Lr: 0.007441 || Loss: 0.0186 || Loss_b: 0.9594 || Cost Time: 4:45:09 || Estimated Time: 12:13:23 2020-11-03 14:49:17,738 Segmentron INFO: Epoch 112 model saved in: workdir/a2-2-3-400e/112.pth 2020-11-03 14:49:24,512 Segmentron INFO: Epoch: 113/400 || Iters: 8/156 || Lr: 0.007439 || Loss: 0.0165 || Loss_b: 0.9588 || Cost Time: 4:45:19 || Estimated Time: 12:13:13 2020-11-03 14:49:34,576 Segmentron INFO: Epoch: 113/400 || Iters: 18/156 || Lr: 0.007438 || Loss: 0.0133 || Loss_b: 0.9576 || Cost Time: 4:45:29 || Estimated Time: 12:13:04 2020-11-03 14:49:47,392 Segmentron INFO: Epoch: 113/400 || Iters: 28/156 || Lr: 0.007436 || Loss: 0.0130 || Loss_b: 0.9575 || Cost Time: 4:45:42 || Estimated Time: 12:13:02 2020-11-03 14:49:56,197 Segmentron INFO: Epoch: 113/400 || Iters: 38/156 || Lr: 0.007435 || Loss: 0.0178 || Loss_b: 0.9532 || Cost Time: 4:45:51 || Estimated Time: 12:12:49 2020-11-03 14:50:04,788 Segmentron INFO: Epoch: 113/400 || Iters: 48/156 || Lr: 0.007433 || Loss: 0.0177 || Loss_b: 0.9535 || Cost Time: 4:45:59 || Estimated Time: 12:12:36 2020-11-03 14:50:14,538 Segmentron INFO: Epoch: 113/400 || Iters: 58/156 || Lr: 0.007432 || Loss: 0.0206 || Loss_b: 0.9521 || Cost Time: 4:46:09 || Estimated Time: 12:12:27 2020-11-03 14:50:23,386 Segmentron INFO: Epoch: 113/400 || Iters: 68/156 || Lr: 0.007430 || Loss: 0.0130 || Loss_b: 0.9577 || Cost Time: 4:46:18 || Estimated Time: 12:12:14 2020-11-03 14:50:32,383 Segmentron INFO: Epoch: 113/400 || Iters: 78/156 || Lr: 0.007429 || Loss: 0.0201 || Loss_b: 0.9475 || Cost Time: 4:46:27 || Estimated Time: 12:12:03 2020-11-03 14:50:42,969 Segmentron INFO: Epoch: 113/400 || Iters: 88/156 || Lr: 0.007427 || Loss: 0.0192 || Loss_b: 0.9472 || Cost Time: 4:46:37 || Estimated Time: 12:11:55 2020-11-03 14:50:54,186 Segmentron INFO: Epoch: 113/400 || Iters: 98/156 || Lr: 0.007426 || Loss: 0.0122 || Loss_b: 0.9461 || Cost Time: 4:46:49 || Estimated Time: 12:11:49 2020-11-03 14:51:04,259 Segmentron INFO: Epoch: 113/400 || Iters: 108/156 || Lr: 0.007424 || Loss: 0.0166 || Loss_b: 0.9463 || Cost Time: 4:46:59 || Estimated Time: 12:11:40 2020-11-03 14:51:14,149 Segmentron INFO: Epoch: 113/400 || Iters: 118/156 || Lr: 0.007423 || Loss: 0.0125 || Loss_b: 0.9439 || Cost Time: 4:47:09 || Estimated Time: 12:11:30 2020-11-03 14:51:22,739 Segmentron INFO: Epoch: 113/400 || Iters: 128/156 || Lr: 0.007421 || Loss: 0.0182 || Loss_b: 0.9362 || Cost Time: 4:47:17 || Estimated Time: 12:11:17 2020-11-03 14:51:33,534 Segmentron INFO: Epoch: 113/400 || Iters: 138/156 || Lr: 0.007420 || Loss: 0.0115 || Loss_b: 0.9422 || Cost Time: 4:47:28 || Estimated Time: 12:11:10 2020-11-03 14:51:43,409 Segmentron INFO: Epoch: 113/400 || Iters: 148/156 || Lr: 0.007418 || Loss: 0.0159 || Loss_b: 0.9363 || Cost Time: 4:47:38 || Estimated Time: 12:11:00 2020-11-03 14:51:51,498 Segmentron INFO: Epoch 113 model saved in: workdir/a2-2-3-400e/113.pth 2020-11-03 14:51:53,006 Segmentron INFO: Epoch: 114/400 || Iters: 2/156 || Lr: 0.007417 || Loss: 0.0134 || Loss_b: 0.9305 || Cost Time: 4:47:47 || Estimated Time: 12:10:50 2020-11-03 14:52:01,802 Segmentron INFO: Epoch: 114/400 || Iters: 12/156 || Lr: 0.007415 || Loss: 0.0103 || Loss_b: 0.9284 || Cost Time: 4:47:56 || Estimated Time: 12:10:38 2020-11-03 14:52:13,462 Segmentron INFO: Epoch: 114/400 || Iters: 22/156 || Lr: 0.007414 || Loss: 0.0143 || Loss_b: 0.9165 || Cost Time: 4:48:08 || Estimated Time: 12:10:33 2020-11-03 14:52:21,906 Segmentron INFO: Epoch: 114/400 || Iters: 32/156 || Lr: 0.007412 || Loss: 0.0117 || Loss_b: 0.9176 || Cost Time: 4:48:16 || Estimated Time: 12:10:19 2020-11-03 14:52:31,330 Segmentron INFO: Epoch: 114/400 || Iters: 42/156 || Lr: 0.007411 || Loss: 0.0108 || Loss_b: 0.9039 || Cost Time: 4:48:26 || Estimated Time: 12:10:09 2020-11-03 14:52:40,219 Segmentron INFO: Epoch: 114/400 || Iters: 52/156 || Lr: 0.007409 || Loss: 0.0147 || Loss_b: 0.8831 || Cost Time: 4:48:35 || Estimated Time: 12:09:57 2020-11-03 14:52:49,522 Segmentron INFO: Epoch: 114/400 || Iters: 62/156 || Lr: 0.007408 || Loss: 0.0209 || Loss_b: 0.8415 || Cost Time: 4:48:44 || Estimated Time: 12:09:46 2020-11-03 14:53:02,276 Segmentron INFO: Epoch: 114/400 || Iters: 72/156 || Lr: 0.007406 || Loss: 0.0123 || Loss_b: 0.6536 || Cost Time: 4:48:57 || Estimated Time: 12:09:43 2020-11-03 14:53:11,423 Segmentron INFO: Epoch: 114/400 || Iters: 82/156 || Lr: 0.007405 || Loss: 0.0114 || Loss_b: 0.2788 || Cost Time: 4:49:06 || Estimated Time: 12:09:32 2020-11-03 14:53:20,075 Segmentron INFO: Epoch: 114/400 || Iters: 92/156 || Lr: 0.007403 || Loss: 0.0194 || Loss_b: 0.1303 || Cost Time: 4:49:14 || Estimated Time: 12:09:19 2020-11-03 14:53:28,700 Segmentron INFO: Epoch: 114/400 || Iters: 102/156 || Lr: 0.007402 || Loss: 0.0177 || Loss_b: 0.1186 || Cost Time: 4:49:23 || Estimated Time: 12:09:06 2020-11-03 14:53:38,741 Segmentron INFO: Epoch: 114/400 || Iters: 112/156 || Lr: 0.007400 || Loss: 0.0198 || Loss_b: 0.1328 || Cost Time: 4:49:33 || Estimated Time: 12:08:57 2020-11-03 14:53:49,739 Segmentron INFO: Epoch: 114/400 || Iters: 122/156 || Lr: 0.007399 || Loss: 0.0119 || Loss_b: 0.0983 || Cost Time: 4:49:44 || Estimated Time: 12:08:50 2020-11-03 14:54:01,544 Segmentron INFO: Epoch: 114/400 || Iters: 132/156 || Lr: 0.007398 || Loss: 0.0100 || Loss_b: 0.0758 || Cost Time: 4:49:56 || Estimated Time: 12:08:46 2020-11-03 14:54:11,697 Segmentron INFO: Epoch: 114/400 || Iters: 142/156 || Lr: 0.007396 || Loss: 0.0145 || Loss_b: 0.0888 || Cost Time: 4:50:06 || Estimated Time: 12:08:37 2020-11-03 14:54:20,995 Segmentron INFO: Epoch: 114/400 || Iters: 152/156 || Lr: 0.007395 || Loss: 0.0142 || Loss_b: 0.0833 || Cost Time: 4:50:15 || Estimated Time: 12:08:26 2020-11-03 14:54:24,957 Segmentron INFO: Epoch 114 model saved in: workdir/a2-2-3-400e/114.pth 2020-11-03 14:54:29,677 Segmentron INFO: Epoch: 115/400 || Iters: 6/156 || Lr: 0.007393 || Loss: 0.0112 || Loss_b: 0.0841 || Cost Time: 4:50:24 || Estimated Time: 12:08:13 2020-11-03 14:54:38,516 Segmentron INFO: Epoch: 115/400 || Iters: 16/156 || Lr: 0.007392 || Loss: 0.0150 || Loss_b: 0.0850 || Cost Time: 4:50:33 || Estimated Time: 12:08:01 2020-11-03 14:54:47,969 Segmentron INFO: Epoch: 115/400 || Iters: 26/156 || Lr: 0.007390 || Loss: 0.0183 || Loss_b: 0.0887 || Cost Time: 4:50:42 || Estimated Time: 12:07:50 2020-11-03 14:54:58,013 Segmentron INFO: Epoch: 115/400 || Iters: 36/156 || Lr: 0.007389 || Loss: 0.0197 || Loss_b: 0.0995 || Cost Time: 4:50:52 || Estimated Time: 12:07:41 2020-11-03 14:55:07,206 Segmentron INFO: Epoch: 115/400 || Iters: 46/156 || Lr: 0.007387 || Loss: 0.0146 || Loss_b: 0.0909 || Cost Time: 4:51:02 || Estimated Time: 12:07:30 2020-11-03 14:55:18,591 Segmentron INFO: Epoch: 115/400 || Iters: 56/156 || Lr: 0.007386 || Loss: 0.0106 || Loss_b: 0.0774 || Cost Time: 4:51:13 || Estimated Time: 12:07:24 2020-11-03 14:55:27,195 Segmentron INFO: Epoch: 115/400 || Iters: 66/156 || Lr: 0.007384 || Loss: 0.0142 || Loss_b: 0.0820 || Cost Time: 4:51:22 || Estimated Time: 12:07:11 2020-11-03 14:55:37,727 Segmentron INFO: Epoch: 115/400 || Iters: 76/156 || Lr: 0.007383 || Loss: 0.0132 || Loss_b: 0.0754 || Cost Time: 4:51:32 || Estimated Time: 12:07:03 2020-11-03 14:55:46,964 Segmentron INFO: Epoch: 115/400 || Iters: 86/156 || Lr: 0.007381 || Loss: 0.0215 || Loss_b: 1.0196 || Cost Time: 4:51:41 || Estimated Time: 12:06:52 2020-11-03 14:55:55,938 Segmentron INFO: Epoch: 115/400 || Iters: 96/156 || Lr: 0.007380 || Loss: 0.0123 || Loss_b: 0.9966 || Cost Time: 4:51:50 || Estimated Time: 12:06:40 2020-11-03 14:56:06,569 Segmentron INFO: Epoch: 115/400 || Iters: 106/156 || Lr: 0.007378 || Loss: 0.0223 || Loss_b: 0.9873 || Cost Time: 4:52:01 || Estimated Time: 12:06:33 2020-11-03 14:56:16,727 Segmentron INFO: Epoch: 115/400 || Iters: 116/156 || Lr: 0.007377 || Loss: 0.0126 || Loss_b: 0.9784 || Cost Time: 4:52:11 || Estimated Time: 12:06:24 2020-11-03 14:56:27,049 Segmentron INFO: Epoch: 115/400 || Iters: 126/156 || Lr: 0.007375 || Loss: 0.0169 || Loss_b: 0.9713 || Cost Time: 4:52:21 || Estimated Time: 12:06:15 2020-11-03 14:56:36,697 Segmentron INFO: Epoch: 115/400 || Iters: 136/156 || Lr: 0.007374 || Loss: 0.0145 || Loss_b: 0.9647 || Cost Time: 4:52:31 || Estimated Time: 12:06:05 2020-11-03 14:56:46,902 Segmentron INFO: Epoch: 115/400 || Iters: 146/156 || Lr: 0.007372 || Loss: 0.0105 || Loss_b: 0.9623 || Cost Time: 4:52:41 || Estimated Time: 12:05:56 2020-11-03 14:56:55,768 Segmentron INFO: Epoch: 115/400 || Iters: 0/156 || Lr: 0.007371 || Loss: 0.0170 || Loss_b: 0.9506 || Cost Time: 4:52:50 || Estimated Time: 12:05:44 2020-11-03 14:56:56,541 Segmentron INFO: Epoch 115 model saved in: workdir/a2-2-3-400e/115.pth 2020-11-03 14:57:06,782 Segmentron INFO: Epoch: 116/400 || Iters: 10/156 || Lr: 0.007369 || Loss: 0.0114 || Loss_b: 0.9457 || Cost Time: 4:53:01 || Estimated Time: 12:05:37 2020-11-03 14:57:16,220 Segmentron INFO: Epoch: 116/400 || Iters: 20/156 || Lr: 0.007368 || Loss: 0.0164 || Loss_b: 0.9230 || Cost Time: 4:53:11 || Estimated Time: 12:05:27 2020-11-03 14:57:25,735 Segmentron INFO: Epoch: 116/400 || Iters: 30/156 || Lr: 0.007366 || Loss: 0.0124 || Loss_b: 0.8151 || Cost Time: 4:53:20 || Estimated Time: 12:05:16 2020-11-03 14:57:34,705 Segmentron INFO: Epoch: 116/400 || Iters: 40/156 || Lr: 0.007365 || Loss: 0.0098 || Loss_b: 0.7984 || Cost Time: 4:53:29 || Estimated Time: 12:05:04 2020-11-03 14:57:43,527 Segmentron INFO: Epoch: 116/400 || Iters: 50/156 || Lr: 0.007363 || Loss: 0.0143 || Loss_b: 0.6028 || Cost Time: 4:53:38 || Estimated Time: 12:04:52 2020-11-03 14:57:54,919 Segmentron INFO: Epoch: 116/400 || Iters: 60/156 || Lr: 0.007362 || Loss: 0.0184 || Loss_b: 0.9601 || Cost Time: 4:53:49 || Estimated Time: 12:04:46 2020-11-03 14:58:04,508 Segmentron INFO: Epoch: 116/400 || Iters: 70/156 || Lr: 0.007360 || Loss: 0.0159 || Loss_b: 0.9614 || Cost Time: 4:53:59 || Estimated Time: 12:04:36 2020-11-03 14:58:16,298 Segmentron INFO: Epoch: 116/400 || Iters: 80/156 || Lr: 0.007359 || Loss: 0.0139 || Loss_b: 0.9572 || Cost Time: 4:54:11 || Estimated Time: 12:04:31 2020-11-03 14:58:26,319 Segmentron INFO: Epoch: 116/400 || Iters: 90/156 || Lr: 0.007357 || Loss: 0.0150 || Loss_b: 0.9604 || Cost Time: 4:54:21 || Estimated Time: 12:04:22 2020-11-03 14:58:34,950 Segmentron INFO: Epoch: 116/400 || Iters: 100/156 || Lr: 0.007356 || Loss: 0.0176 || Loss_b: 0.9585 || Cost Time: 4:54:29 || Estimated Time: 12:04:09 2020-11-03 14:58:44,013 Segmentron INFO: Epoch: 116/400 || Iters: 110/156 || Lr: 0.007354 || Loss: 0.0293 || Loss_b: 0.9447 || Cost Time: 4:54:38 || Estimated Time: 12:03:58 2020-11-03 14:58:53,002 Segmentron INFO: Epoch: 116/400 || Iters: 120/156 || Lr: 0.007353 || Loss: 0.0153 || Loss_b: 0.9460 || Cost Time: 4:54:47 || Estimated Time: 12:03:46 2020-11-03 14:59:01,878 Segmentron INFO: Epoch: 116/400 || Iters: 130/156 || Lr: 0.007351 || Loss: 0.0198 || Loss_b: 0.9371 || Cost Time: 4:54:56 || Estimated Time: 12:03:34 2020-11-03 14:59:15,277 Segmentron INFO: Epoch: 116/400 || Iters: 140/156 || Lr: 0.007350 || Loss: 0.0203 || Loss_b: 0.9095 || Cost Time: 4:55:10 || Estimated Time: 12:03:33 2020-11-03 14:59:23,665 Segmentron INFO: Epoch: 116/400 || Iters: 150/156 || Lr: 0.007348 || Loss: 0.0124 || Loss_b: 0.7436 || Cost Time: 4:55:18 || Estimated Time: 12:03:20 2020-11-03 14:59:29,862 Segmentron INFO: Epoch 116 model saved in: workdir/a2-2-3-400e/116.pth 2020-11-03 14:59:33,147 Segmentron INFO: Epoch: 117/400 || Iters: 4/156 || Lr: 0.007347 || Loss: 0.0130 || Loss_b: 0.6316 || Cost Time: 4:55:28 || Estimated Time: 12:03:09 2020-11-03 14:59:43,787 Segmentron INFO: Epoch: 117/400 || Iters: 14/156 || Lr: 0.007345 || Loss: 0.0212 || Loss_b: 0.9598 || Cost Time: 4:55:38 || Estimated Time: 12:03:01 2020-11-03 14:59:52,619 Segmentron INFO: Epoch: 117/400 || Iters: 24/156 || Lr: 0.007344 || Loss: 0.0194 || Loss_b: 0.9619 || Cost Time: 4:55:47 || Estimated Time: 12:02:49 2020-11-03 15:00:01,756 Segmentron INFO: Epoch: 117/400 || Iters: 34/156 || Lr: 0.007342 || Loss: 0.0184 || Loss_b: 0.9320 || Cost Time: 4:55:56 || Estimated Time: 12:02:38 2020-11-03 15:00:12,442 Segmentron INFO: Epoch: 117/400 || Iters: 44/156 || Lr: 0.007341 || Loss: 0.0223 || Loss_b: 0.7749 || Cost Time: 4:56:07 || Estimated Time: 12:02:30 2020-11-03 15:00:21,293 Segmentron INFO: Epoch: 117/400 || Iters: 54/156 || Lr: 0.007339 || Loss: 0.0172 || Loss_b: 0.8988 || Cost Time: 4:56:16 || Estimated Time: 12:02:18 2020-11-03 15:00:30,207 Segmentron INFO: Epoch: 117/400 || Iters: 64/156 || Lr: 0.007338 || Loss: 0.0248 || Loss_b: 0.5729 || Cost Time: 4:56:25 || Estimated Time: 12:02:06 2020-11-03 15:00:39,501 Segmentron INFO: Epoch: 117/400 || Iters: 74/156 || Lr: 0.007336 || Loss: 0.0134 || Loss_b: 0.7872 || Cost Time: 4:56:34 || Estimated Time: 12:01:55 2020-11-03 15:00:49,161 Segmentron INFO: Epoch: 117/400 || Iters: 84/156 || Lr: 0.007335 || Loss: 0.0131 || Loss_b: 0.9723 || Cost Time: 4:56:44 || Estimated Time: 12:01:45 2020-11-03 15:00:59,733 Segmentron INFO: Epoch: 117/400 || Iters: 94/156 || Lr: 0.007333 || Loss: 0.0159 || Loss_b: 1.0087 || Cost Time: 4:56:54 || Estimated Time: 12:01:37 2020-11-03 15:01:10,482 Segmentron INFO: Epoch: 117/400 || Iters: 104/156 || Lr: 0.007332 || Loss: 0.0139 || Loss_b: 0.9863 || Cost Time: 4:57:05 || Estimated Time: 12:01:30 2020-11-03 15:01:20,479 Segmentron INFO: Epoch: 117/400 || Iters: 114/156 || Lr: 0.007330 || Loss: 0.0137 || Loss_b: 0.9454 || Cost Time: 4:57:15 || Estimated Time: 12:01:20 2020-11-03 15:01:30,748 Segmentron INFO: Epoch: 117/400 || Iters: 124/156 || Lr: 0.007329 || Loss: 0.0193 || Loss_b: 0.9308 || Cost Time: 4:57:25 || Estimated Time: 12:01:12 2020-11-03 15:01:39,751 Segmentron INFO: Epoch: 117/400 || Iters: 134/156 || Lr: 0.007327 || Loss: 0.0135 || Loss_b: 0.9242 || Cost Time: 4:57:34 || Estimated Time: 12:01:00 2020-11-03 15:01:48,780 Segmentron INFO: Epoch: 117/400 || Iters: 144/156 || Lr: 0.007326 || Loss: 0.0103 || Loss_b: 0.9055 || Cost Time: 4:57:43 || Estimated Time: 12:00:48 2020-11-03 15:01:58,184 Segmentron INFO: Epoch: 117/400 || Iters: 154/156 || Lr: 0.007324 || Loss: 0.0160 || Loss_b: 0.8687 || Cost Time: 4:57:53 || Estimated Time: 12:00:38 2020-11-03 15:02:00,851 Segmentron INFO: Epoch 117 model saved in: workdir/a2-2-3-400e/117.pth 2020-11-03 15:02:07,897 Segmentron INFO: Epoch: 118/400 || Iters: 8/156 || Lr: 0.007323 || Loss: 0.0134 || Loss_b: 0.7532 || Cost Time: 4:58:02 || Estimated Time: 12:00:28 2020-11-03 15:02:20,763 Segmentron INFO: Epoch: 118/400 || Iters: 18/156 || Lr: 0.007321 || Loss: 0.0137 || Loss_b: 0.4260 || Cost Time: 4:58:15 || Estimated Time: 12:00:25 2020-11-03 15:02:29,310 Segmentron INFO: Epoch: 118/400 || Iters: 28/156 || Lr: 0.007320 || Loss: 0.0108 || Loss_b: 0.2298 || Cost Time: 4:58:24 || Estimated Time: 12:00:12 2020-11-03 15:02:38,252 Segmentron INFO: Epoch: 118/400 || Iters: 38/156 || Lr: 0.007318 || Loss: 0.0143 || Loss_b: 0.1604 || Cost Time: 4:58:33 || Estimated Time: 12:00:01 2020-11-03 15:02:47,062 Segmentron INFO: Epoch: 118/400 || Iters: 48/156 || Lr: 0.007317 || Loss: 0.0156 || Loss_b: 0.1392 || Cost Time: 4:58:41 || Estimated Time: 11:59:48 2020-11-03 15:02:56,038 Segmentron INFO: Epoch: 118/400 || Iters: 58/156 || Lr: 0.007315 || Loss: 0.0201 || Loss_b: 0.1075 || Cost Time: 4:58:50 || Estimated Time: 11:59:37 2020-11-03 15:03:06,475 Segmentron INFO: Epoch: 118/400 || Iters: 68/156 || Lr: 0.007314 || Loss: 0.0121 || Loss_b: 0.1588 || Cost Time: 4:59:01 || Estimated Time: 11:59:28 2020-11-03 15:03:17,703 Segmentron INFO: Epoch: 118/400 || Iters: 78/156 || Lr: 0.007312 || Loss: 0.0142 || Loss_b: 0.1672 || Cost Time: 4:59:12 || Estimated Time: 11:59:22 2020-11-03 15:03:26,144 Segmentron INFO: Epoch: 118/400 || Iters: 88/156 || Lr: 0.007311 || Loss: 0.0224 || Loss_b: 0.1354 || Cost Time: 4:59:21 || Estimated Time: 11:59:09 2020-11-03 15:03:35,359 Segmentron INFO: Epoch: 118/400 || Iters: 98/156 || Lr: 0.007309 || Loss: 0.0160 || Loss_b: 0.1105 || Cost Time: 4:59:30 || Estimated Time: 11:58:58 2020-11-03 15:03:46,048 Segmentron INFO: Epoch: 118/400 || Iters: 108/156 || Lr: 0.007308 || Loss: 0.0154 || Loss_b: 0.1233 || Cost Time: 4:59:40 || Estimated Time: 11:58:50 2020-11-03 15:03:55,589 Segmentron INFO: Epoch: 118/400 || Iters: 118/156 || Lr: 0.007306 || Loss: 0.0108 || Loss_b: 0.1290 || Cost Time: 4:59:50 || Estimated Time: 11:58:40 2020-11-03 15:04:06,152 Segmentron INFO: Epoch: 118/400 || Iters: 128/156 || Lr: 0.007305 || Loss: 0.0128 || Loss_b: 0.1141 || Cost Time: 5:00:01 || Estimated Time: 11:58:32 2020-11-03 15:04:15,135 Segmentron INFO: Epoch: 118/400 || Iters: 138/156 || Lr: 0.007303 || Loss: 0.0090 || Loss_b: 0.0966 || Cost Time: 5:00:10 || Estimated Time: 11:58:20 2020-11-03 15:04:25,817 Segmentron INFO: Epoch: 118/400 || Iters: 148/156 || Lr: 0.007302 || Loss: 0.0209 || Loss_b: 0.1144 || Cost Time: 5:00:20 || Estimated Time: 11:58:13 2020-11-03 15:04:33,795 Segmentron INFO: Epoch 118 model saved in: workdir/a2-2-3-400e/118.pth 2020-11-03 15:04:35,451 Segmentron INFO: Epoch: 119/400 || Iters: 2/156 || Lr: 0.007300 || Loss: 0.0131 || Loss_b: 0.0909 || Cost Time: 5:00:30 || Estimated Time: 11:58:02 2020-11-03 15:04:46,253 Segmentron INFO: Epoch: 119/400 || Iters: 12/156 || Lr: 0.007299 || Loss: 0.0125 || Loss_b: 0.0982 || Cost Time: 5:00:41 || Estimated Time: 11:57:55 2020-11-03 15:04:55,845 Segmentron INFO: Epoch: 119/400 || Iters: 22/156 || Lr: 0.007298 || Loss: 0.0121 || Loss_b: 0.1013 || Cost Time: 5:00:50 || Estimated Time: 11:57:45 2020-11-03 15:05:05,839 Segmentron INFO: Epoch: 119/400 || Iters: 32/156 || Lr: 0.007296 || Loss: 0.0130 || Loss_b: 0.0877 || Cost Time: 5:01:00 || Estimated Time: 11:57:35 2020-11-03 15:05:14,638 Segmentron INFO: Epoch: 119/400 || Iters: 42/156 || Lr: 0.007295 || Loss: 0.0129 || Loss_b: 0.0890 || Cost Time: 5:01:09 || Estimated Time: 11:57:23 2020-11-03 15:05:23,535 Segmentron INFO: Epoch: 119/400 || Iters: 52/156 || Lr: 0.007293 || Loss: 0.0142 || Loss_b: 0.0858 || Cost Time: 5:01:18 || Estimated Time: 11:57:11 2020-11-03 15:05:35,730 Segmentron INFO: Epoch: 119/400 || Iters: 62/156 || Lr: 0.007292 || Loss: 0.0112 || Loss_b: 0.0756 || Cost Time: 5:01:30 || Estimated Time: 11:57:07 2020-11-03 15:05:43,722 Segmentron INFO: Epoch: 119/400 || Iters: 72/156 || Lr: 0.007290 || Loss: 0.0144 || Loss_b: 0.0931 || Cost Time: 5:01:38 || Estimated Time: 11:56:53 2020-11-03 15:05:53,762 Segmentron INFO: Epoch: 119/400 || Iters: 82/156 || Lr: 0.007289 || Loss: 0.0156 || Loss_b: 0.0786 || Cost Time: 5:01:48 || Estimated Time: 11:56:44 2020-11-03 15:06:03,636 Segmentron INFO: Epoch: 119/400 || Iters: 92/156 || Lr: 0.007287 || Loss: 0.0169 || Loss_b: 0.0885 || Cost Time: 5:01:58 || Estimated Time: 11:56:34 2020-11-03 15:06:13,250 Segmentron INFO: Epoch: 119/400 || Iters: 102/156 || Lr: 0.007286 || Loss: 0.0143 || Loss_b: 0.0877 || Cost Time: 5:02:08 || Estimated Time: 11:56:24 2020-11-03 15:06:23,243 Segmentron INFO: Epoch: 119/400 || Iters: 112/156 || Lr: 0.007284 || Loss: 0.0118 || Loss_b: 0.0824 || Cost Time: 5:02:18 || Estimated Time: 11:56:15 2020-11-03 15:06:32,440 Segmentron INFO: Epoch: 119/400 || Iters: 122/156 || Lr: 0.007283 || Loss: 0.0137 || Loss_b: 0.0916 || Cost Time: 5:02:27 || Estimated Time: 11:56:04 2020-11-03 15:06:44,119 Segmentron INFO: Epoch: 119/400 || Iters: 132/156 || Lr: 0.007281 || Loss: 0.0121 || Loss_b: 0.0894 || Cost Time: 5:02:39 || Estimated Time: 11:55:58 2020-11-03 15:06:52,183 Segmentron INFO: Epoch: 119/400 || Iters: 142/156 || Lr: 0.007280 || Loss: 0.0139 || Loss_b: 0.0957 || Cost Time: 5:02:47 || Estimated Time: 11:55:44 2020-11-03 15:07:01,024 Segmentron INFO: Epoch: 119/400 || Iters: 152/156 || Lr: 0.007278 || Loss: 0.0086 || Loss_b: 0.0785 || Cost Time: 5:02:55 || Estimated Time: 11:55:32 2020-11-03 15:07:06,167 Segmentron INFO: Epoch 119 model saved in: workdir/a2-2-3-400e/119.pth 2020-11-03 15:07:11,530 Segmentron INFO: Epoch: 120/400 || Iters: 6/156 || Lr: 0.007277 || Loss: 0.0109 || Loss_b: 0.0896 || Cost Time: 5:03:06 || Estimated Time: 11:55:24 2020-11-03 15:07:20,238 Segmentron INFO: Epoch: 120/400 || Iters: 16/156 || Lr: 0.007275 || Loss: 0.0137 || Loss_b: 0.2805 || Cost Time: 5:03:15 || Estimated Time: 11:55:12 2020-11-03 15:07:29,971 Segmentron INFO: Epoch: 120/400 || Iters: 26/156 || Lr: 0.007274 || Loss: 0.0135 || Loss_b: 0.1316 || Cost Time: 5:03:24 || Estimated Time: 11:55:02 2020-11-03 15:07:39,350 Segmentron INFO: Epoch: 120/400 || Iters: 36/156 || Lr: 0.007272 || Loss: 0.0122 || Loss_b: 0.0937 || Cost Time: 5:03:34 || Estimated Time: 11:54:51 2020-11-03 15:07:48,966 Segmentron INFO: Epoch: 120/400 || Iters: 46/156 || Lr: 0.007271 || Loss: 0.0116 || Loss_b: 0.0872 || Cost Time: 5:03:43 || Estimated Time: 11:54:41 2020-11-03 15:07:58,639 Segmentron INFO: Epoch: 120/400 || Iters: 56/156 || Lr: 0.007269 || Loss: 0.0086 || Loss_b: 0.0929 || Cost Time: 5:03:53 || Estimated Time: 11:54:31 2020-11-03 15:08:07,922 Segmentron INFO: Epoch: 120/400 || Iters: 66/156 || Lr: 0.007268 || Loss: 0.0129 || Loss_b: 0.0902 || Cost Time: 5:04:02 || Estimated Time: 11:54:20 2020-11-03 15:08:17,920 Segmentron INFO: Epoch: 120/400 || Iters: 76/156 || Lr: 0.007266 || Loss: 0.0089 || Loss_b: 0.0764 || Cost Time: 5:04:12 || Estimated Time: 11:54:11 2020-11-03 15:08:29,664 Segmentron INFO: Epoch: 120/400 || Iters: 86/156 || Lr: 0.007265 || Loss: 0.0174 || Loss_b: 0.0951 || Cost Time: 5:04:24 || Estimated Time: 11:54:05 2020-11-03 15:08:39,408 Segmentron INFO: Epoch: 120/400 || Iters: 96/156 || Lr: 0.007263 || Loss: 0.0195 || Loss_b: 0.1080 || Cost Time: 5:04:34 || Estimated Time: 11:53:55 2020-11-03 15:08:48,243 Segmentron INFO: Epoch: 120/400 || Iters: 106/156 || Lr: 0.007262 || Loss: 0.0109 || Loss_b: 0.0867 || Cost Time: 5:04:43 || Estimated Time: 11:53:43 2020-11-03 15:08:58,170 Segmentron INFO: Epoch: 120/400 || Iters: 116/156 || Lr: 0.007260 || Loss: 0.0139 || Loss_b: 0.0833 || Cost Time: 5:04:53 || Estimated Time: 11:53:34 2020-11-03 15:09:07,714 Segmentron INFO: Epoch: 120/400 || Iters: 126/156 || Lr: 0.007259 || Loss: 0.0163 || Loss_b: 0.0932 || Cost Time: 5:05:02 || Estimated Time: 11:53:24 2020-11-03 15:09:18,545 Segmentron INFO: Epoch: 120/400 || Iters: 136/156 || Lr: 0.007257 || Loss: 0.0147 || Loss_b: 0.1006 || Cost Time: 5:05:13 || Estimated Time: 11:53:16 2020-11-03 15:09:29,058 Segmentron INFO: Epoch: 120/400 || Iters: 146/156 || Lr: 0.007256 || Loss: 0.0127 || Loss_b: 0.0860 || Cost Time: 5:05:23 || Estimated Time: 11:53:08 2020-11-03 15:09:38,468 Segmentron INFO: Epoch: 120/400 || Iters: 0/156 || Lr: 0.007254 || Loss: 0.0100 || Loss_b: 0.0787 || Cost Time: 5:05:33 || Estimated Time: 11:52:57 2020-11-03 15:09:39,286 Segmentron INFO: Epoch 120 model saved in: workdir/a2-2-3-400e/120.pth 2020-11-03 15:09:47,872 Segmentron INFO: Epoch: 121/400 || Iters: 10/156 || Lr: 0.007253 || Loss: 0.0235 || Loss_b: 0.1175 || Cost Time: 5:05:42 || Estimated Time: 11:52:47 2020-11-03 15:09:56,923 Segmentron INFO: Epoch: 121/400 || Iters: 20/156 || Lr: 0.007251 || Loss: 0.0107 || Loss_b: 0.0733 || Cost Time: 5:05:51 || Estimated Time: 11:52:35 2020-11-03 15:10:07,033 Segmentron INFO: Epoch: 121/400 || Iters: 30/156 || Lr: 0.007250 || Loss: 0.0162 || Loss_b: 0.0949 || Cost Time: 5:06:01 || Estimated Time: 11:52:26 2020-11-03 15:10:16,564 Segmentron INFO: Epoch: 121/400 || Iters: 40/156 || Lr: 0.007248 || Loss: 0.0161 || Loss_b: 0.0956 || Cost Time: 5:06:11 || Estimated Time: 11:52:16 2020-11-03 15:10:26,284 Segmentron INFO: Epoch: 121/400 || Iters: 50/156 || Lr: 0.007247 || Loss: 0.0164 || Loss_b: 0.0986 || Cost Time: 5:06:21 || Estimated Time: 11:52:06 2020-11-03 15:10:36,386 Segmentron INFO: Epoch: 121/400 || Iters: 60/156 || Lr: 0.007245 || Loss: 0.0168 || Loss_b: 0.0848 || Cost Time: 5:06:31 || Estimated Time: 11:51:57 2020-11-03 15:10:46,613 Segmentron INFO: Epoch: 121/400 || Iters: 70/156 || Lr: 0.007244 || Loss: 0.0122 || Loss_b: 0.0826 || Cost Time: 5:06:41 || Estimated Time: 11:51:48 2020-11-03 15:10:55,703 Segmentron INFO: Epoch: 121/400 || Iters: 80/156 || Lr: 0.007242 || Loss: 0.0160 || Loss_b: 0.1069 || Cost Time: 5:06:50 || Estimated Time: 11:51:36 2020-11-03 15:11:05,142 Segmentron INFO: Epoch: 121/400 || Iters: 90/156 || Lr: 0.007241 || Loss: 0.0121 || Loss_b: 0.0767 || Cost Time: 5:07:00 || Estimated Time: 11:51:26 2020-11-03 15:11:15,191 Segmentron INFO: Epoch: 121/400 || Iters: 100/156 || Lr: 0.007239 || Loss: 0.0105 || Loss_b: 0.0875 || Cost Time: 5:07:10 || Estimated Time: 11:51:17 2020-11-03 15:11:24,726 Segmentron INFO: Epoch: 121/400 || Iters: 110/156 || Lr: 0.007238 || Loss: 0.0165 || Loss_b: 0.1064 || Cost Time: 5:07:19 || Estimated Time: 11:51:06 2020-11-03 15:11:35,409 Segmentron INFO: Epoch: 121/400 || Iters: 120/156 || Lr: 0.007236 || Loss: 0.0139 || Loss_b: 0.0835 || Cost Time: 5:07:30 || Estimated Time: 11:50:58 2020-11-03 15:11:44,517 Segmentron INFO: Epoch: 121/400 || Iters: 130/156 || Lr: 0.007235 || Loss: 0.0123 || Loss_b: 0.0821 || Cost Time: 5:07:39 || Estimated Time: 11:50:47 2020-11-03 15:11:54,857 Segmentron INFO: Epoch: 121/400 || Iters: 140/156 || Lr: 0.007233 || Loss: 0.0138 || Loss_b: 0.0879 || Cost Time: 5:07:49 || Estimated Time: 11:50:39 2020-11-03 15:12:06,927 Segmentron INFO: Epoch: 121/400 || Iters: 150/156 || Lr: 0.007232 || Loss: 0.0181 || Loss_b: 0.1076 || Cost Time: 5:08:01 || Estimated Time: 11:50:34 2020-11-03 15:12:12,235 Segmentron INFO: Epoch 121 model saved in: workdir/a2-2-3-400e/121.pth 2020-11-03 15:12:16,432 Segmentron INFO: Epoch: 122/400 || Iters: 4/156 || Lr: 0.007230 || Loss: 0.0116 || Loss_b: 0.0787 || Cost Time: 5:08:11 || Estimated Time: 11:50:24 2020-11-03 15:12:25,104 Segmentron INFO: Epoch: 122/400 || Iters: 14/156 || Lr: 0.007229 || Loss: 0.0124 || Loss_b: 0.0800 || Cost Time: 5:08:19 || Estimated Time: 11:50:11 2020-11-03 15:12:35,007 Segmentron INFO: Epoch: 122/400 || Iters: 24/156 || Lr: 0.007227 || Loss: 0.0104 || Loss_b: 0.0735 || Cost Time: 5:08:29 || Estimated Time: 11:50:02 2020-11-03 15:12:45,884 Segmentron INFO: Epoch: 122/400 || Iters: 34/156 || Lr: 0.007226 || Loss: 0.0182 || Loss_b: 0.0760 || Cost Time: 5:08:40 || Estimated Time: 11:49:54 2020-11-03 15:12:54,341 Segmentron INFO: Epoch: 122/400 || Iters: 44/156 || Lr: 0.007224 || Loss: 0.0125 || Loss_b: 0.0919 || Cost Time: 5:08:49 || Estimated Time: 11:49:41 2020-11-03 15:13:03,379 Segmentron INFO: Epoch: 122/400 || Iters: 54/156 || Lr: 0.007223 || Loss: 0.0119 || Loss_b: 0.0809 || Cost Time: 5:08:58 || Estimated Time: 11:49:30 2020-11-03 15:13:12,475 Segmentron INFO: Epoch: 122/400 || Iters: 64/156 || Lr: 0.007221 || Loss: 0.0098 || Loss_b: 0.0808 || Cost Time: 5:09:07 || Estimated Time: 11:49:19 2020-11-03 15:13:23,166 Segmentron INFO: Epoch: 122/400 || Iters: 74/156 || Lr: 0.007220 || Loss: 0.0160 || Loss_b: 0.0932 || Cost Time: 5:09:18 || Estimated Time: 11:49:11 2020-11-03 15:13:34,010 Segmentron INFO: Epoch: 122/400 || Iters: 84/156 || Lr: 0.007218 || Loss: 0.0106 || Loss_b: 0.0773 || Cost Time: 5:09:28 || Estimated Time: 11:49:03 2020-11-03 15:13:42,803 Segmentron INFO: Epoch: 122/400 || Iters: 94/156 || Lr: 0.007217 || Loss: 0.0121 || Loss_b: 0.0883 || Cost Time: 5:09:37 || Estimated Time: 11:48:51 2020-11-03 15:13:52,207 Segmentron INFO: Epoch: 122/400 || Iters: 104/156 || Lr: 0.007215 || Loss: 0.0147 || Loss_b: 0.0919 || Cost Time: 5:09:47 || Estimated Time: 11:48:41 2020-11-03 15:14:03,063 Segmentron INFO: Epoch: 122/400 || Iters: 114/156 || Lr: 0.007214 || Loss: 0.0087 || Loss_b: 0.0796 || Cost Time: 5:09:57 || Estimated Time: 11:48:33 2020-11-03 15:14:12,650 Segmentron INFO: Epoch: 122/400 || Iters: 124/156 || Lr: 0.007212 || Loss: 0.0112 || Loss_b: 0.0770 || Cost Time: 5:10:07 || Estimated Time: 11:48:23 2020-11-03 15:14:21,379 Segmentron INFO: Epoch: 122/400 || Iters: 134/156 || Lr: 0.007211 || Loss: 0.0145 || Loss_b: 0.1019 || Cost Time: 5:10:16 || Estimated Time: 11:48:11 2020-11-03 15:14:31,646 Segmentron INFO: Epoch: 122/400 || Iters: 144/156 || Lr: 0.007209 || Loss: 0.0119 || Loss_b: 0.0744 || Cost Time: 5:10:26 || Estimated Time: 11:48:02 2020-11-03 15:14:41,016 Segmentron INFO: Epoch: 122/400 || Iters: 154/156 || Lr: 0.007208 || Loss: 0.0147 || Loss_b: 0.0909 || Cost Time: 5:10:35 || Estimated Time: 11:47:51 2020-11-03 15:14:44,718 Segmentron INFO: Epoch 122 model saved in: workdir/a2-2-3-400e/122.pth 2020-11-03 15:14:51,164 Segmentron INFO: Epoch: 123/400 || Iters: 8/156 || Lr: 0.007206 || Loss: 0.0178 || Loss_b: 0.0909 || Cost Time: 5:10:46 || Estimated Time: 11:47:42 2020-11-03 15:15:00,111 Segmentron INFO: Epoch: 123/400 || Iters: 18/156 || Lr: 0.007205 || Loss: 0.0120 || Loss_b: 0.0775 || Cost Time: 5:10:55 || Estimated Time: 11:47:31 2020-11-03 15:15:09,330 Segmentron INFO: Epoch: 123/400 || Iters: 28/156 || Lr: 0.007203 || Loss: 0.0107 || Loss_b: 0.0848 || Cost Time: 5:11:04 || Estimated Time: 11:47:20 2020-11-03 15:15:19,625 Segmentron INFO: Epoch: 123/400 || Iters: 38/156 || Lr: 0.007202 || Loss: 0.0154 || Loss_b: 0.0869 || Cost Time: 5:11:14 || Estimated Time: 11:47:11 2020-11-03 15:15:29,618 Segmentron INFO: Epoch: 123/400 || Iters: 48/156 || Lr: 0.007200 || Loss: 0.0161 || Loss_b: 0.0931 || Cost Time: 5:11:24 || Estimated Time: 11:47:02 2020-11-03 15:15:38,829 Segmentron INFO: Epoch: 123/400 || Iters: 58/156 || Lr: 0.007199 || Loss: 0.0084 || Loss_b: 0.0742 || Cost Time: 5:11:33 || Estimated Time: 11:46:50 2020-11-03 15:15:51,598 Segmentron INFO: Epoch: 123/400 || Iters: 68/156 || Lr: 0.007197 || Loss: 0.0107 || Loss_b: 0.0738 || Cost Time: 5:11:46 || Estimated Time: 11:46:47 2020-11-03 15:15:58,951 Segmentron INFO: Epoch: 123/400 || Iters: 78/156 || Lr: 0.007196 || Loss: 0.0138 || Loss_b: 0.0835 || Cost Time: 5:11:53 || Estimated Time: 11:46:32 2020-11-03 15:16:07,928 Segmentron INFO: Epoch: 123/400 || Iters: 88/156 || Lr: 0.007194 || Loss: 0.0115 || Loss_b: 0.0863 || Cost Time: 5:12:02 || Estimated Time: 11:46:20 2020-11-03 15:16:19,869 Segmentron INFO: Epoch: 123/400 || Iters: 98/156 || Lr: 0.007193 || Loss: 0.0127 || Loss_b: 0.0799 || Cost Time: 5:12:14 || Estimated Time: 11:46:16 2020-11-03 15:16:29,774 Segmentron INFO: Epoch: 123/400 || Iters: 108/156 || Lr: 0.007191 || Loss: 0.0153 || Loss_b: 0.0867 || Cost Time: 5:12:24 || Estimated Time: 11:46:06 2020-11-03 15:16:39,902 Segmentron INFO: Epoch: 123/400 || Iters: 118/156 || Lr: 0.007190 || Loss: 0.0138 || Loss_b: 0.0847 || Cost Time: 5:12:34 || Estimated Time: 11:45:57 2020-11-03 15:16:49,520 Segmentron INFO: Epoch: 123/400 || Iters: 128/156 || Lr: 0.007188 || Loss: 0.0110 || Loss_b: 0.0806 || Cost Time: 5:12:44 || Estimated Time: 11:45:47 2020-11-03 15:16:58,906 Segmentron INFO: Epoch: 123/400 || Iters: 138/156 || Lr: 0.007187 || Loss: 0.0165 || Loss_b: 0.0892 || Cost Time: 5:12:53 || Estimated Time: 11:45:36 2020-11-03 15:17:07,613 Segmentron INFO: Epoch: 123/400 || Iters: 148/156 || Lr: 0.007185 || Loss: 0.0146 || Loss_b: 0.0821 || Cost Time: 5:13:02 || Estimated Time: 11:45:24 2020-11-03 15:17:15,558 Segmentron INFO: Epoch 123 model saved in: workdir/a2-2-3-400e/123.pth 2020-11-03 15:17:17,261 Segmentron INFO: Epoch: 124/400 || Iters: 2/156 || Lr: 0.007184 || Loss: 0.0118 || Loss_b: 0.0844 || Cost Time: 5:13:12 || Estimated Time: 11:45:14 2020-11-03 15:17:26,618 Segmentron INFO: Epoch: 124/400 || Iters: 12/156 || Lr: 0.007182 || Loss: 0.0114 || Loss_b: 0.0847 || Cost Time: 5:13:21 || Estimated Time: 11:45:03 2020-11-03 15:17:37,049 Segmentron INFO: Epoch: 124/400 || Iters: 22/156 || Lr: 0.007181 || Loss: 0.0120 || Loss_b: 0.0875 || Cost Time: 5:13:31 || Estimated Time: 11:44:55 2020-11-03 15:17:46,339 Segmentron INFO: Epoch: 124/400 || Iters: 32/156 || Lr: 0.007179 || Loss: 0.0132 || Loss_b: 0.0775 || Cost Time: 5:13:41 || Estimated Time: 11:44:44 2020-11-03 15:17:57,001 Segmentron INFO: Epoch: 124/400 || Iters: 42/156 || Lr: 0.007178 || Loss: 0.0117 || Loss_b: 0.0769 || Cost Time: 5:13:51 || Estimated Time: 11:44:36 2020-11-03 15:18:07,616 Segmentron INFO: Epoch: 124/400 || Iters: 52/156 || Lr: 0.007176 || Loss: 0.0147 || Loss_b: 0.0837 || Cost Time: 5:14:02 || Estimated Time: 11:44:28 2020-11-03 15:18:16,173 Segmentron INFO: Epoch: 124/400 || Iters: 62/156 || Lr: 0.007175 || Loss: 0.0197 || Loss_b: 0.0875 || Cost Time: 5:14:11 || Estimated Time: 11:44:15 2020-11-03 15:18:26,020 Segmentron INFO: Epoch: 124/400 || Iters: 72/156 || Lr: 0.007173 || Loss: 0.0118 || Loss_b: 0.0803 || Cost Time: 5:14:20 || Estimated Time: 11:44:06 2020-11-03 15:18:34,887 Segmentron INFO: Epoch: 124/400 || Iters: 82/156 || Lr: 0.007172 || Loss: 0.0135 || Loss_b: 0.0901 || Cost Time: 5:14:29 || Estimated Time: 11:43:54 2020-11-03 15:18:45,467 Segmentron INFO: Epoch: 124/400 || Iters: 92/156 || Lr: 0.007170 || Loss: 0.0127 || Loss_b: 0.0823 || Cost Time: 5:14:40 || Estimated Time: 11:43:46 2020-11-03 15:18:56,178 Segmentron INFO: Epoch: 124/400 || Iters: 102/156 || Lr: 0.007169 || Loss: 0.0165 || Loss_b: 0.0947 || Cost Time: 5:14:51 || Estimated Time: 11:43:38 2020-11-03 15:19:05,071 Segmentron INFO: Epoch: 124/400 || Iters: 112/156 || Lr: 0.007167 || Loss: 0.0126 || Loss_b: 0.0807 || Cost Time: 5:14:59 || Estimated Time: 11:43:26 2020-11-03 15:19:13,991 Segmentron INFO: Epoch: 124/400 || Iters: 122/156 || Lr: 0.007166 || Loss: 0.0152 || Loss_b: 0.0979 || Cost Time: 5:15:08 || Estimated Time: 11:43:14 2020-11-03 15:19:24,927 Segmentron INFO: Epoch: 124/400 || Iters: 132/156 || Lr: 0.007164 || Loss: 0.0176 || Loss_b: 0.0920 || Cost Time: 5:15:19 || Estimated Time: 11:43:07 2020-11-03 15:19:39,628 Segmentron INFO: Epoch: 124/400 || Iters: 142/156 || Lr: 0.007163 || Loss: 0.0173 || Loss_b: 0.0857 || Cost Time: 5:15:34 || Estimated Time: 11:43:08 2020-11-03 15:19:48,304 Segmentron INFO: Epoch: 124/400 || Iters: 152/156 || Lr: 0.007161 || Loss: 0.0111 || Loss_b: 0.0844 || Cost Time: 5:15:43 || Estimated Time: 11:42:56 2020-11-03 15:19:52,605 Segmentron INFO: Epoch 124 model saved in: workdir/a2-2-3-400e/124.pth 2020-11-03 15:19:58,006 Segmentron INFO: Epoch: 125/400 || Iters: 6/156 || Lr: 0.007160 || Loss: 0.0179 || Loss_b: 0.0880 || Cost Time: 5:15:52 || Estimated Time: 11:42:46 2020-11-03 15:20:07,027 Segmentron INFO: Epoch: 125/400 || Iters: 16/156 || Lr: 0.007158 || Loss: 0.0107 || Loss_b: 0.0852 || Cost Time: 5:16:01 || Estimated Time: 11:42:35 2020-11-03 15:20:18,066 Segmentron INFO: Epoch: 125/400 || Iters: 26/156 || Lr: 0.007157 || Loss: 0.0089 || Loss_b: 0.0711 || Cost Time: 5:16:12 || Estimated Time: 11:42:27 2020-11-03 15:20:27,255 Segmentron INFO: Epoch: 125/400 || Iters: 36/156 || Lr: 0.007155 || Loss: 0.0161 || Loss_b: 0.0913 || Cost Time: 5:16:22 || Estimated Time: 11:42:16 2020-11-03 15:20:36,940 Segmentron INFO: Epoch: 125/400 || Iters: 46/156 || Lr: 0.007154 || Loss: 0.0153 || Loss_b: 0.0858 || Cost Time: 5:16:31 || Estimated Time: 11:42:06 2020-11-03 15:20:46,253 Segmentron INFO: Epoch: 125/400 || Iters: 56/156 || Lr: 0.007152 || Loss: 0.0138 || Loss_b: 0.0854 || Cost Time: 5:16:41 || Estimated Time: 11:41:55 2020-11-03 15:20:55,348 Segmentron INFO: Epoch: 125/400 || Iters: 66/156 || Lr: 0.007151 || Loss: 0.0103 || Loss_b: 0.0754 || Cost Time: 5:16:50 || Estimated Time: 11:41:44 2020-11-03 15:21:04,314 Segmentron INFO: Epoch: 125/400 || Iters: 76/156 || Lr: 0.007149 || Loss: 0.0164 || Loss_b: 0.0913 || Cost Time: 5:16:59 || Estimated Time: 11:41:32 2020-11-03 15:21:14,194 Segmentron INFO: Epoch: 125/400 || Iters: 86/156 || Lr: 0.007148 || Loss: 0.0172 || Loss_b: 0.0999 || Cost Time: 5:17:09 || Estimated Time: 11:41:23 2020-11-03 15:21:27,742 Segmentron INFO: Epoch: 125/400 || Iters: 96/156 || Lr: 0.007146 || Loss: 0.0105 || Loss_b: 0.0805 || Cost Time: 5:17:22 || Estimated Time: 11:41:21 2020-11-03 15:21:36,425 Segmentron INFO: Epoch: 125/400 || Iters: 106/156 || Lr: 0.007145 || Loss: 0.0106 || Loss_b: 0.0867 || Cost Time: 5:17:31 || Estimated Time: 11:41:09 2020-11-03 15:21:44,902 Segmentron INFO: Epoch: 125/400 || Iters: 116/156 || Lr: 0.007143 || Loss: 0.0159 || Loss_b: 0.0811 || Cost Time: 5:17:39 || Estimated Time: 11:40:56 2020-11-03 15:21:53,441 Segmentron INFO: Epoch: 125/400 || Iters: 126/156 || Lr: 0.007142 || Loss: 0.0157 || Loss_b: 0.0836 || Cost Time: 5:17:48 || Estimated Time: 11:40:44 2020-11-03 15:22:04,684 Segmentron INFO: Epoch: 125/400 || Iters: 136/156 || Lr: 0.007140 || Loss: 0.0137 || Loss_b: 0.0759 || Cost Time: 5:17:59 || Estimated Time: 11:40:37 2020-11-03 15:22:14,212 Segmentron INFO: Epoch: 125/400 || Iters: 146/156 || Lr: 0.007139 || Loss: 0.0154 || Loss_b: 0.0813 || Cost Time: 5:18:09 || Estimated Time: 11:40:27 2020-11-03 15:22:24,384 Segmentron INFO: Epoch: 125/400 || Iters: 0/156 || Lr: 0.007137 || Loss: 0.0225 || Loss_b: 0.0917 || Cost Time: 5:18:19 || Estimated Time: 11:40:18 2020-11-03 15:22:25,080 Segmentron INFO: Epoch 125 model saved in: workdir/a2-2-3-400e/125.pth 2020-11-03 15:22:33,831 Segmentron INFO: Epoch: 126/400 || Iters: 10/156 || Lr: 0.007136 || Loss: 0.0113 || Loss_b: 0.9645 || Cost Time: 5:18:28 || Estimated Time: 11:40:07 2020-11-03 15:22:42,722 Segmentron INFO: Epoch: 126/400 || Iters: 20/156 || Lr: 0.007134 || Loss: 0.0138 || Loss_b: 0.9127 || Cost Time: 5:18:37 || Estimated Time: 11:39:56 2020-11-03 15:22:51,700 Segmentron INFO: Epoch: 126/400 || Iters: 30/156 || Lr: 0.007133 || Loss: 0.0118 || Loss_b: 0.9072 || Cost Time: 5:18:46 || Estimated Time: 11:39:44 2020-11-03 15:23:00,941 Segmentron INFO: Epoch: 126/400 || Iters: 40/156 || Lr: 0.007131 || Loss: 0.0187 || Loss_b: 0.8983 || Cost Time: 5:18:55 || Estimated Time: 11:39:33 2020-11-03 15:23:11,294 Segmentron INFO: Epoch: 126/400 || Iters: 50/156 || Lr: 0.007130 || Loss: 0.0205 || Loss_b: 0.8512 || Cost Time: 5:19:06 || Estimated Time: 11:39:24 2020-11-03 15:23:22,233 Segmentron INFO: Epoch: 126/400 || Iters: 60/156 || Lr: 0.007129 || Loss: 0.0099 || Loss_b: 0.6786 || Cost Time: 5:19:17 || Estimated Time: 11:39:17 2020-11-03 15:23:31,796 Segmentron INFO: Epoch: 126/400 || Iters: 70/156 || Lr: 0.007127 || Loss: 0.0390 || Loss_b: 0.6774 || Cost Time: 5:19:26 || Estimated Time: 11:39:07 2020-11-03 15:23:40,873 Segmentron INFO: Epoch: 126/400 || Iters: 80/156 || Lr: 0.007126 || Loss: 0.0111 || Loss_b: 0.5663 || Cost Time: 5:19:35 || Estimated Time: 11:38:55 2020-11-03 15:23:50,294 Segmentron INFO: Epoch: 126/400 || Iters: 90/156 || Lr: 0.007124 || Loss: 0.0126 || Loss_b: 0.1916 || Cost Time: 5:19:45 || Estimated Time: 11:38:45 2020-11-03 15:24:00,055 Segmentron INFO: Epoch: 126/400 || Iters: 100/156 || Lr: 0.007123 || Loss: 0.0096 || Loss_b: 0.3845 || Cost Time: 5:19:54 || Estimated Time: 11:38:35 2020-11-03 15:24:09,535 Segmentron INFO: Epoch: 126/400 || Iters: 110/156 || Lr: 0.007121 || Loss: 0.0148 || Loss_b: 0.1277 || Cost Time: 5:20:04 || Estimated Time: 11:38:25 2020-11-03 15:24:19,549 Segmentron INFO: Epoch: 126/400 || Iters: 120/156 || Lr: 0.007120 || Loss: 0.0112 || Loss_b: 0.1096 || Cost Time: 5:20:14 || Estimated Time: 11:38:15 2020-11-03 15:24:29,297 Segmentron INFO: Epoch: 126/400 || Iters: 130/156 || Lr: 0.007118 || Loss: 0.0098 || Loss_b: 0.1473 || Cost Time: 5:20:24 || Estimated Time: 11:38:05 2020-11-03 15:24:38,758 Segmentron INFO: Epoch: 126/400 || Iters: 140/156 || Lr: 0.007117 || Loss: 0.0145 || Loss_b: 0.1143 || Cost Time: 5:20:33 || Estimated Time: 11:37:55 2020-11-03 15:24:48,359 Segmentron INFO: Epoch: 126/400 || Iters: 150/156 || Lr: 0.007115 || Loss: 0.0112 || Loss_b: 0.1161 || Cost Time: 5:20:43 || Estimated Time: 11:37:45 2020-11-03 15:24:55,446 Segmentron INFO: Epoch 126 model saved in: workdir/a2-2-3-400e/126.pth 2020-11-03 15:24:58,786 Segmentron INFO: Epoch: 127/400 || Iters: 4/156 || Lr: 0.007114 || Loss: 0.0183 || Loss_b: 0.1004 || Cost Time: 5:20:53 || Estimated Time: 11:37:36 2020-11-03 15:25:09,698 Segmentron INFO: Epoch: 127/400 || Iters: 14/156 || Lr: 0.007112 || Loss: 0.0098 || Loss_b: 0.0839 || Cost Time: 5:21:04 || Estimated Time: 11:37:29 2020-11-03 15:25:19,505 Segmentron INFO: Epoch: 127/400 || Iters: 24/156 || Lr: 0.007111 || Loss: 0.0143 || Loss_b: 0.0991 || Cost Time: 5:21:14 || Estimated Time: 11:37:19 2020-11-03 15:25:28,342 Segmentron INFO: Epoch: 127/400 || Iters: 34/156 || Lr: 0.007109 || Loss: 0.0131 || Loss_b: 0.0965 || Cost Time: 5:21:23 || Estimated Time: 11:37:07 2020-11-03 15:25:37,370 Segmentron INFO: Epoch: 127/400 || Iters: 44/156 || Lr: 0.007108 || Loss: 0.0111 || Loss_b: 0.0829 || Cost Time: 5:21:32 || Estimated Time: 11:36:56 2020-11-03 15:25:47,879 Segmentron INFO: Epoch: 127/400 || Iters: 54/156 || Lr: 0.007106 || Loss: 0.0101 || Loss_b: 0.0937 || Cost Time: 5:21:42 || Estimated Time: 11:36:47 2020-11-03 15:25:56,549 Segmentron INFO: Epoch: 127/400 || Iters: 64/156 || Lr: 0.007105 || Loss: 0.0102 || Loss_b: 0.0847 || Cost Time: 5:21:51 || Estimated Time: 11:36:35 2020-11-03 15:26:06,758 Segmentron INFO: Epoch: 127/400 || Iters: 74/156 || Lr: 0.007103 || Loss: 0.0126 || Loss_b: 0.1086 || Cost Time: 5:22:01 || Estimated Time: 11:36:26 2020-11-03 15:26:17,148 Segmentron INFO: Epoch: 127/400 || Iters: 84/156 || Lr: 0.007102 || Loss: 0.0102 || Loss_b: 0.0904 || Cost Time: 5:22:12 || Estimated Time: 11:36:18 2020-11-03 15:26:26,534 Segmentron INFO: Epoch: 127/400 || Iters: 94/156 || Lr: 0.007100 || Loss: 0.0099 || Loss_b: 0.0894 || Cost Time: 5:22:21 || Estimated Time: 11:36:07 2020-11-03 15:26:36,147 Segmentron INFO: Epoch: 127/400 || Iters: 104/156 || Lr: 0.007099 || Loss: 0.0269 || Loss_b: 0.1007 || Cost Time: 5:22:31 || Estimated Time: 11:35:57 2020-11-03 15:26:45,925 Segmentron INFO: Epoch: 127/400 || Iters: 114/156 || Lr: 0.007097 || Loss: 0.0138 || Loss_b: 0.0893 || Cost Time: 5:22:40 || Estimated Time: 11:35:47 2020-11-03 15:26:55,183 Segmentron INFO: Epoch: 127/400 || Iters: 124/156 || Lr: 0.007096 || Loss: 0.0093 || Loss_b: 0.0769 || Cost Time: 5:22:50 || Estimated Time: 11:35:36 2020-11-03 15:27:04,602 Segmentron INFO: Epoch: 127/400 || Iters: 134/156 || Lr: 0.007094 || Loss: 0.0120 || Loss_b: 0.0853 || Cost Time: 5:22:59 || Estimated Time: 11:35:26 2020-11-03 15:27:13,904 Segmentron INFO: Epoch: 127/400 || Iters: 144/156 || Lr: 0.007093 || Loss: 0.0101 || Loss_b: 0.0843 || Cost Time: 5:23:08 || Estimated Time: 11:35:15 2020-11-03 15:27:25,118 Segmentron INFO: Epoch: 127/400 || Iters: 154/156 || Lr: 0.007091 || Loss: 0.0182 || Loss_b: 0.0899 || Cost Time: 5:23:20 || Estimated Time: 11:35:08 2020-11-03 15:27:27,639 Segmentron INFO: Epoch 127 model saved in: workdir/a2-2-3-400e/127.pth 2020-11-03 15:27:34,486 Segmentron INFO: Epoch: 128/400 || Iters: 8/156 || Lr: 0.007090 || Loss: 0.0103 || Loss_b: 0.0852 || Cost Time: 5:23:29 || Estimated Time: 11:34:57 2020-11-03 15:27:43,321 Segmentron INFO: Epoch: 128/400 || Iters: 18/156 || Lr: 0.007088 || Loss: 0.0206 || Loss_b: 0.0943 || Cost Time: 5:23:38 || Estimated Time: 11:34:46 2020-11-03 15:27:52,490 Segmentron INFO: Epoch: 128/400 || Iters: 28/156 || Lr: 0.007087 || Loss: 0.0133 || Loss_b: 0.0950 || Cost Time: 5:23:47 || Estimated Time: 11:34:34 2020-11-03 15:28:02,597 Segmentron INFO: Epoch: 128/400 || Iters: 38/156 || Lr: 0.007085 || Loss: 0.0092 || Loss_b: 0.0821 || Cost Time: 5:23:57 || Estimated Time: 11:34:25 2020-11-03 15:28:13,294 Segmentron INFO: Epoch: 128/400 || Iters: 48/156 || Lr: 0.007084 || Loss: 0.0172 || Loss_b: 0.2821 || Cost Time: 5:24:08 || Estimated Time: 11:34:17 2020-11-03 15:28:22,291 Segmentron INFO: Epoch: 128/400 || Iters: 58/156 || Lr: 0.007082 || Loss: 0.0189 || Loss_b: 0.1284 || Cost Time: 5:24:17 || Estimated Time: 11:34:06 2020-11-03 15:28:32,457 Segmentron INFO: Epoch: 128/400 || Iters: 68/156 || Lr: 0.007081 || Loss: 0.0121 || Loss_b: 0.0914 || Cost Time: 5:24:27 || Estimated Time: 11:33:57 2020-11-03 15:28:42,846 Segmentron INFO: Epoch: 128/400 || Iters: 78/156 || Lr: 0.007079 || Loss: 0.0131 || Loss_b: 0.1050 || Cost Time: 5:24:37 || Estimated Time: 11:33:48 2020-11-03 15:28:51,860 Segmentron INFO: Epoch: 128/400 || Iters: 88/156 || Lr: 0.007078 || Loss: 0.0123 || Loss_b: 0.0812 || Cost Time: 5:24:46 || Estimated Time: 11:33:37 2020-11-03 15:29:00,712 Segmentron INFO: Epoch: 128/400 || Iters: 98/156 || Lr: 0.007076 || Loss: 0.0097 || Loss_b: 0.0799 || Cost Time: 5:24:55 || Estimated Time: 11:33:25 2020-11-03 15:29:15,450 Segmentron INFO: Epoch: 128/400 || Iters: 108/156 || Lr: 0.007075 || Loss: 0.0122 || Loss_b: 0.0798 || Cost Time: 5:25:10 || Estimated Time: 11:33:26 2020-11-03 15:29:24,250 Segmentron INFO: Epoch: 128/400 || Iters: 118/156 || Lr: 0.007073 || Loss: 0.0122 || Loss_b: 0.0818 || Cost Time: 5:25:19 || Estimated Time: 11:33:14 2020-11-03 15:29:32,823 Segmentron INFO: Epoch: 128/400 || Iters: 128/156 || Lr: 0.007072 || Loss: 0.0152 || Loss_b: 0.0878 || Cost Time: 5:25:27 || Estimated Time: 11:33:02 2020-11-03 15:29:41,621 Segmentron INFO: Epoch: 128/400 || Iters: 138/156 || Lr: 0.007070 || Loss: 0.0117 || Loss_b: 0.0829 || Cost Time: 5:25:36 || Estimated Time: 11:32:50 2020-11-03 15:29:51,713 Segmentron INFO: Epoch: 128/400 || Iters: 148/156 || Lr: 0.007069 || Loss: 0.0126 || Loss_b: 0.0825 || Cost Time: 5:25:46 || Estimated Time: 11:32:41 2020-11-03 15:29:59,757 Segmentron INFO: Epoch 128 model saved in: workdir/a2-2-3-400e/128.pth 2020-11-03 15:30:01,633 Segmentron INFO: Epoch: 129/400 || Iters: 2/156 || Lr: 0.007067 || Loss: 0.0114 || Loss_b: 0.0813 || Cost Time: 5:25:56 || Estimated Time: 11:32:31 2020-11-03 15:30:10,543 Segmentron INFO: Epoch: 129/400 || Iters: 12/156 || Lr: 0.007066 || Loss: 0.0090 || Loss_b: 0.0703 || Cost Time: 5:26:05 || Estimated Time: 11:32:19 2020-11-03 15:30:20,552 Segmentron INFO: Epoch: 129/400 || Iters: 22/156 || Lr: 0.007064 || Loss: 0.0108 || Loss_b: 0.0803 || Cost Time: 5:26:15 || Estimated Time: 11:32:10 2020-11-03 15:30:31,980 Segmentron INFO: Epoch: 129/400 || Iters: 32/156 || Lr: 0.007063 || Loss: 0.0138 || Loss_b: 0.0841 || Cost Time: 5:26:26 || Estimated Time: 11:32:04 2020-11-03 15:30:40,612 Segmentron INFO: Epoch: 129/400 || Iters: 42/156 || Lr: 0.007061 || Loss: 0.0112 || Loss_b: 0.0931 || Cost Time: 5:26:35 || Estimated Time: 11:31:51 2020-11-03 15:30:50,127 Segmentron INFO: Epoch: 129/400 || Iters: 52/156 || Lr: 0.007060 || Loss: 0.0111 || Loss_b: 0.0900 || Cost Time: 5:26:45 || Estimated Time: 11:31:41 2020-11-03 15:31:00,128 Segmentron INFO: Epoch: 129/400 || Iters: 62/156 || Lr: 0.007058 || Loss: 0.0092 || Loss_b: 0.0890 || Cost Time: 5:26:55 || Estimated Time: 11:31:32 2020-11-03 15:31:09,609 Segmentron INFO: Epoch: 129/400 || Iters: 72/156 || Lr: 0.007057 || Loss: 0.0112 || Loss_b: 0.0771 || Cost Time: 5:27:04 || Estimated Time: 11:31:21 2020-11-03 15:31:19,875 Segmentron INFO: Epoch: 129/400 || Iters: 82/156 || Lr: 0.007055 || Loss: 0.0074 || Loss_b: 0.0769 || Cost Time: 5:27:14 || Estimated Time: 11:31:12 2020-11-03 15:31:28,930 Segmentron INFO: Epoch: 129/400 || Iters: 92/156 || Lr: 0.007054 || Loss: 0.0140 || Loss_b: 0.0946 || Cost Time: 5:27:23 || Estimated Time: 11:31:01 2020-11-03 15:31:39,596 Segmentron INFO: Epoch: 129/400 || Iters: 102/156 || Lr: 0.007052 || Loss: 0.0158 || Loss_b: 0.0893 || Cost Time: 5:27:34 || Estimated Time: 11:30:53 2020-11-03 15:31:48,294 Segmentron INFO: Epoch: 129/400 || Iters: 112/156 || Lr: 0.007051 || Loss: 0.0090 || Loss_b: 0.0755 || Cost Time: 5:27:43 || Estimated Time: 11:30:41 2020-11-03 15:31:59,402 Segmentron INFO: Epoch: 129/400 || Iters: 122/156 || Lr: 0.007049 || Loss: 0.0111 || Loss_b: 0.0849 || Cost Time: 5:27:54 || Estimated Time: 11:30:34 2020-11-03 15:32:08,179 Segmentron INFO: Epoch: 129/400 || Iters: 132/156 || Lr: 0.007048 || Loss: 0.0091 || Loss_b: 0.0807 || Cost Time: 5:28:03 || Estimated Time: 11:30:22 2020-11-03 15:32:17,320 Segmentron INFO: Epoch: 129/400 || Iters: 142/156 || Lr: 0.007046 || Loss: 0.0109 || Loss_b: 0.0909 || Cost Time: 5:28:12 || Estimated Time: 11:30:11 2020-11-03 15:32:26,307 Segmentron INFO: Epoch: 129/400 || Iters: 152/156 || Lr: 0.007045 || Loss: 0.0161 || Loss_b: 0.0875 || Cost Time: 5:28:21 || Estimated Time: 11:29:59 2020-11-03 15:32:31,517 Segmentron INFO: Epoch 129 model saved in: workdir/a2-2-3-400e/129.pth 2020-11-03 15:32:37,711 Segmentron INFO: Epoch: 130/400 || Iters: 6/156 || Lr: 0.007043 || Loss: 0.0134 || Loss_b: 0.0863 || Cost Time: 5:28:32 || Estimated Time: 11:29:53 2020-11-03 15:32:47,479 Segmentron INFO: Epoch: 130/400 || Iters: 16/156 || Lr: 0.007042 || Loss: 0.0098 || Loss_b: 0.1009 || Cost Time: 5:28:42 || Estimated Time: 11:29:43 2020-11-03 15:32:56,908 Segmentron INFO: Epoch: 130/400 || Iters: 26/156 || Lr: 0.007040 || Loss: 0.0105 || Loss_b: 0.0781 || Cost Time: 5:28:51 || Estimated Time: 11:29:33 2020-11-03 15:33:06,427 Segmentron INFO: Epoch: 130/400 || Iters: 36/156 || Lr: 0.007039 || Loss: 0.0138 || Loss_b: 0.0947 || Cost Time: 5:29:01 || Estimated Time: 11:29:22 2020-11-03 15:33:17,160 Segmentron INFO: Epoch: 130/400 || Iters: 46/156 || Lr: 0.007037 || Loss: 0.0145 || Loss_b: 0.0865 || Cost Time: 5:29:12 || Estimated Time: 11:29:14 2020-11-03 15:33:27,596 Segmentron INFO: Epoch: 130/400 || Iters: 56/156 || Lr: 0.007036 || Loss: 0.0111 || Loss_b: 0.0829 || Cost Time: 5:29:22 || Estimated Time: 11:29:06 2020-11-03 15:33:36,107 Segmentron INFO: Epoch: 130/400 || Iters: 66/156 || Lr: 0.007034 || Loss: 0.0100 || Loss_b: 0.0765 || Cost Time: 5:29:31 || Estimated Time: 11:28:54 2020-11-03 15:33:45,480 Segmentron INFO: Epoch: 130/400 || Iters: 76/156 || Lr: 0.007033 || Loss: 0.0181 || Loss_b: 0.0888 || Cost Time: 5:29:40 || Estimated Time: 11:28:43 2020-11-03 15:33:54,579 Segmentron INFO: Epoch: 130/400 || Iters: 86/156 || Lr: 0.007031 || Loss: 0.0113 || Loss_b: 0.0722 || Cost Time: 5:29:49 || Estimated Time: 11:28:32 2020-11-03 15:34:04,362 Segmentron INFO: Epoch: 130/400 || Iters: 96/156 || Lr: 0.007030 || Loss: 0.0135 || Loss_b: 0.0852 || Cost Time: 5:29:59 || Estimated Time: 11:28:22 2020-11-03 15:34:14,581 Segmentron INFO: Epoch: 130/400 || Iters: 106/156 || Lr: 0.007028 || Loss: 0.0113 || Loss_b: 0.0899 || Cost Time: 5:30:09 || Estimated Time: 11:28:13 2020-11-03 15:34:24,190 Segmentron INFO: Epoch: 130/400 || Iters: 116/156 || Lr: 0.007027 || Loss: 0.0106 || Loss_b: 0.0786 || Cost Time: 5:30:19 || Estimated Time: 11:28:03 2020-11-03 15:34:33,926 Segmentron INFO: Epoch: 130/400 || Iters: 126/156 || Lr: 0.007025 || Loss: 0.0146 || Loss_b: 0.0900 || Cost Time: 5:30:28 || Estimated Time: 11:27:53 2020-11-03 15:34:44,266 Segmentron INFO: Epoch: 130/400 || Iters: 136/156 || Lr: 0.007024 || Loss: 0.0122 || Loss_b: 0.0789 || Cost Time: 5:30:39 || Estimated Time: 11:27:44 2020-11-03 15:34:53,330 Segmentron INFO: Epoch: 130/400 || Iters: 146/156 || Lr: 0.007022 || Loss: 0.0134 || Loss_b: 0.0954 || Cost Time: 5:30:48 || Estimated Time: 11:27:33 2020-11-03 15:35:04,027 Segmentron INFO: Epoch: 130/400 || Iters: 0/156 || Lr: 0.007021 || Loss: 0.0162 || Loss_b: 0.0888 || Cost Time: 5:30:58 || Estimated Time: 11:27:25 2020-11-03 15:35:04,763 Segmentron INFO: Epoch 130 model saved in: workdir/a2-2-3-400e/130.pth 2020-11-03 15:35:13,216 Segmentron INFO: Epoch: 131/400 || Iters: 10/156 || Lr: 0.007019 || Loss: 0.0131 || Loss_b: 0.0727 || Cost Time: 5:31:08 || Estimated Time: 11:27:14 2020-11-03 15:35:22,520 Segmentron INFO: Epoch: 131/400 || Iters: 20/156 || Lr: 0.007018 || Loss: 0.0132 || Loss_b: 0.0786 || Cost Time: 5:31:17 || Estimated Time: 11:27:03 2020-11-03 15:35:32,257 Segmentron INFO: Epoch: 131/400 || Iters: 30/156 || Lr: 0.007016 || Loss: 0.0231 || Loss_b: 0.0920 || Cost Time: 5:31:27 || Estimated Time: 11:26:53 2020-11-03 15:35:42,556 Segmentron INFO: Epoch: 131/400 || Iters: 40/156 || Lr: 0.007015 || Loss: 0.0084 || Loss_b: 0.0784 || Cost Time: 5:31:37 || Estimated Time: 11:26:44 2020-11-03 15:35:52,712 Segmentron INFO: Epoch: 131/400 || Iters: 50/156 || Lr: 0.007013 || Loss: 0.0139 || Loss_b: 0.0787 || Cost Time: 5:31:47 || Estimated Time: 11:26:35 2020-11-03 15:36:03,657 Segmentron INFO: Epoch: 131/400 || Iters: 60/156 || Lr: 0.007012 || Loss: 0.0102 || Loss_b: 0.0805 || Cost Time: 5:31:58 || Estimated Time: 11:26:28 2020-11-03 15:36:13,914 Segmentron INFO: Epoch: 131/400 || Iters: 70/156 || Lr: 0.007010 || Loss: 0.0101 || Loss_b: 0.0726 || Cost Time: 5:32:08 || Estimated Time: 11:26:19 2020-11-03 15:36:22,582 Segmentron INFO: Epoch: 131/400 || Iters: 80/156 || Lr: 0.007009 || Loss: 0.0155 || Loss_b: 0.0852 || Cost Time: 5:32:17 || Estimated Time: 11:26:07 2020-11-03 15:36:31,897 Segmentron INFO: Epoch: 131/400 || Iters: 90/156 || Lr: 0.007007 || Loss: 0.0125 || Loss_b: 0.0736 || Cost Time: 5:32:26 || Estimated Time: 11:25:56 2020-11-03 15:36:41,402 Segmentron INFO: Epoch: 131/400 || Iters: 100/156 || Lr: 0.007006 || Loss: 0.0124 || Loss_b: 0.0777 || Cost Time: 5:32:36 || Estimated Time: 11:25:46 2020-11-03 15:36:50,384 Segmentron INFO: Epoch: 131/400 || Iters: 110/156 || Lr: 0.007004 || Loss: 0.0103 || Loss_b: 0.0728 || Cost Time: 5:32:45 || Estimated Time: 11:25:34 2020-11-03 15:37:03,505 Segmentron INFO: Epoch: 131/400 || Iters: 120/156 || Lr: 0.007003 || Loss: 0.0108 || Loss_b: 0.0786 || Cost Time: 5:32:58 || Estimated Time: 11:25:32 2020-11-03 15:37:13,041 Segmentron INFO: Epoch: 131/400 || Iters: 130/156 || Lr: 0.007001 || Loss: 0.0109 || Loss_b: 0.0767 || Cost Time: 5:33:07 || Estimated Time: 11:25:21 2020-11-03 15:37:22,247 Segmentron INFO: Epoch: 131/400 || Iters: 140/156 || Lr: 0.007000 || Loss: 0.0115 || Loss_b: 0.0804 || Cost Time: 5:33:17 || Estimated Time: 11:25:10 2020-11-03 15:37:31,346 Segmentron INFO: Epoch: 131/400 || Iters: 150/156 || Lr: 0.006998 || Loss: 0.0122 || Loss_b: 0.0717 || Cost Time: 5:33:26 || Estimated Time: 11:24:59 2020-11-03 15:37:37,312 Segmentron INFO: Epoch 131 model saved in: workdir/a2-2-3-400e/131.pth 2020-11-03 15:37:40,936 Segmentron INFO: Epoch: 132/400 || Iters: 4/156 || Lr: 0.006997 || Loss: 0.0099 || Loss_b: 0.0850 || Cost Time: 5:33:35 || Estimated Time: 11:24:49 2020-11-03 15:37:50,378 Segmentron INFO: Epoch: 132/400 || Iters: 14/156 || Lr: 0.006995 || Loss: 0.0102 || Loss_b: 0.0699 || Cost Time: 5:33:45 || Estimated Time: 11:24:38 2020-11-03 15:37:59,450 Segmentron INFO: Epoch: 132/400 || Iters: 24/156 || Lr: 0.006994 || Loss: 0.0107 || Loss_b: 0.0765 || Cost Time: 5:33:54 || Estimated Time: 11:24:27 2020-11-03 15:38:09,036 Segmentron INFO: Epoch: 132/400 || Iters: 34/156 || Lr: 0.006992 || Loss: 0.0123 || Loss_b: 0.0799 || Cost Time: 5:34:03 || Estimated Time: 11:24:17 2020-11-03 15:38:18,965 Segmentron INFO: Epoch: 132/400 || Iters: 44/156 || Lr: 0.006991 || Loss: 0.0118 || Loss_b: 0.0783 || Cost Time: 5:34:13 || Estimated Time: 11:24:07 2020-11-03 15:38:28,230 Segmentron INFO: Epoch: 132/400 || Iters: 54/156 || Lr: 0.006989 || Loss: 0.0085 || Loss_b: 0.0720 || Cost Time: 5:34:23 || Estimated Time: 11:23:56 2020-11-03 15:38:39,066 Segmentron INFO: Epoch: 132/400 || Iters: 64/156 || Lr: 0.006988 || Loss: 0.0118 || Loss_b: 0.0804 || Cost Time: 5:34:33 || Estimated Time: 11:23:49 2020-11-03 15:38:49,435 Segmentron INFO: Epoch: 132/400 || Iters: 74/156 || Lr: 0.006986 || Loss: 0.0158 || Loss_b: 0.0804 || Cost Time: 5:34:44 || Estimated Time: 11:23:40 2020-11-03 15:38:58,667 Segmentron INFO: Epoch: 132/400 || Iters: 84/156 || Lr: 0.006985 || Loss: 0.0124 || Loss_b: 0.0847 || Cost Time: 5:34:53 || Estimated Time: 11:23:29 2020-11-03 15:39:07,680 Segmentron INFO: Epoch: 132/400 || Iters: 94/156 || Lr: 0.006983 || Loss: 0.0179 || Loss_b: 0.0905 || Cost Time: 5:35:02 || Estimated Time: 11:23:18 2020-11-03 15:39:19,399 Segmentron INFO: Epoch: 132/400 || Iters: 104/156 || Lr: 0.006982 || Loss: 0.0219 || Loss_b: 0.0881 || Cost Time: 5:35:14 || Estimated Time: 11:23:12 2020-11-03 15:39:32,519 Segmentron INFO: Epoch: 132/400 || Iters: 114/156 || Lr: 0.006980 || Loss: 0.0123 || Loss_b: 0.0898 || Cost Time: 5:35:27 || Estimated Time: 11:23:09 2020-11-03 15:39:40,889 Segmentron INFO: Epoch: 132/400 || Iters: 124/156 || Lr: 0.006979 || Loss: 0.0145 || Loss_b: 0.0816 || Cost Time: 5:35:35 || Estimated Time: 11:22:56 2020-11-03 15:39:49,991 Segmentron INFO: Epoch: 132/400 || Iters: 134/156 || Lr: 0.006977 || Loss: 0.0167 || Loss_b: 0.0795 || Cost Time: 5:35:44 || Estimated Time: 11:22:45 2020-11-03 15:39:58,744 Segmentron INFO: Epoch: 132/400 || Iters: 144/156 || Lr: 0.006976 || Loss: 0.0169 || Loss_b: 0.0890 || Cost Time: 5:35:53 || Estimated Time: 11:22:33 2020-11-03 15:40:08,222 Segmentron INFO: Epoch: 132/400 || Iters: 154/156 || Lr: 0.006974 || Loss: 0.0146 || Loss_b: 0.0747 || Cost Time: 5:36:03 || Estimated Time: 11:22:23 2020-11-03 15:40:10,561 Segmentron INFO: Epoch 132 model saved in: workdir/a2-2-3-400e/132.pth 2020-11-03 15:40:17,667 Segmentron INFO: Epoch: 133/400 || Iters: 8/156 || Lr: 0.006973 || Loss: 0.0174 || Loss_b: 0.0853 || Cost Time: 5:36:12 || Estimated Time: 11:22:12 2020-11-03 15:40:26,925 Segmentron INFO: Epoch: 133/400 || Iters: 18/156 || Lr: 0.006971 || Loss: 0.0122 || Loss_b: 0.0837 || Cost Time: 5:36:21 || Estimated Time: 11:22:01 2020-11-03 15:40:37,139 Segmentron INFO: Epoch: 133/400 || Iters: 28/156 || Lr: 0.006970 || Loss: 0.0098 || Loss_b: 0.0726 || Cost Time: 5:36:32 || Estimated Time: 11:21:52 2020-11-03 15:40:46,541 Segmentron INFO: Epoch: 133/400 || Iters: 38/156 || Lr: 0.006968 || Loss: 0.0123 || Loss_b: 0.0802 || Cost Time: 5:36:41 || Estimated Time: 11:21:42 2020-11-03 15:40:55,706 Segmentron INFO: Epoch: 133/400 || Iters: 48/156 || Lr: 0.006967 || Loss: 0.0144 || Loss_b: 0.0805 || Cost Time: 5:36:50 || Estimated Time: 11:21:31 2020-11-03 15:41:06,944 Segmentron INFO: Epoch: 133/400 || Iters: 58/156 || Lr: 0.006965 || Loss: 0.0111 || Loss_b: 0.0732 || Cost Time: 5:37:01 || Estimated Time: 11:21:24 2020-11-03 15:41:17,498 Segmentron INFO: Epoch: 133/400 || Iters: 68/156 || Lr: 0.006964 || Loss: 0.0152 || Loss_b: 0.0937 || Cost Time: 5:37:12 || Estimated Time: 11:21:16 2020-11-03 15:41:26,145 Segmentron INFO: Epoch: 133/400 || Iters: 78/156 || Lr: 0.006962 || Loss: 0.0101 || Loss_b: 0.0720 || Cost Time: 5:37:21 || Estimated Time: 11:21:03 2020-11-03 15:41:38,041 Segmentron INFO: Epoch: 133/400 || Iters: 88/156 || Lr: 0.006961 || Loss: 0.0113 || Loss_b: 0.0858 || Cost Time: 5:37:32 || Estimated Time: 11:20:58 2020-11-03 15:41:46,753 Segmentron INFO: Epoch: 133/400 || Iters: 98/156 || Lr: 0.006959 || Loss: 0.0135 || Loss_b: 0.0728 || Cost Time: 5:37:41 || Estimated Time: 11:20:46 2020-11-03 15:41:55,660 Segmentron INFO: Epoch: 133/400 || Iters: 108/156 || Lr: 0.006958 || Loss: 0.0119 || Loss_b: 0.0760 || Cost Time: 5:37:50 || Estimated Time: 11:20:34 2020-11-03 15:42:04,427 Segmentron INFO: Epoch: 133/400 || Iters: 118/156 || Lr: 0.006956 || Loss: 0.0140 || Loss_b: 0.0758 || Cost Time: 5:37:59 || Estimated Time: 11:20:23 2020-11-03 15:42:13,632 Segmentron INFO: Epoch: 133/400 || Iters: 128/156 || Lr: 0.006955 || Loss: 0.0082 || Loss_b: 0.0721 || Cost Time: 5:38:08 || Estimated Time: 11:20:12 2020-11-03 15:42:24,894 Segmentron INFO: Epoch: 133/400 || Iters: 138/156 || Lr: 0.006953 || Loss: 0.0097 || Loss_b: 0.0684 || Cost Time: 5:38:19 || Estimated Time: 11:20:05 2020-11-03 15:42:34,943 Segmentron INFO: Epoch: 133/400 || Iters: 148/156 || Lr: 0.006952 || Loss: 0.0176 || Loss_b: 0.0834 || Cost Time: 5:38:29 || Estimated Time: 11:19:55 2020-11-03 15:42:42,130 Segmentron INFO: Epoch 133 model saved in: workdir/a2-2-3-400e/133.pth 2020-11-03 15:42:43,813 Segmentron INFO: Epoch: 134/400 || Iters: 2/156 || Lr: 0.006950 || Loss: 0.0126 || Loss_b: 0.0757 || Cost Time: 5:38:38 || Estimated Time: 11:19:44 2020-11-03 15:42:54,182 Segmentron INFO: Epoch: 134/400 || Iters: 12/156 || Lr: 0.006949 || Loss: 0.0105 || Loss_b: 0.0735 || Cost Time: 5:38:49 || Estimated Time: 11:19:35 2020-11-03 15:43:02,166 Segmentron INFO: Epoch: 134/400 || Iters: 22/156 || Lr: 0.006947 || Loss: 0.0104 || Loss_b: 0.0718 || Cost Time: 5:38:57 || Estimated Time: 11:19:22 2020-11-03 15:43:13,990 Segmentron INFO: Epoch: 134/400 || Iters: 32/156 || Lr: 0.006946 || Loss: 0.0143 || Loss_b: 0.0814 || Cost Time: 5:39:08 || Estimated Time: 11:19:16 2020-11-03 15:43:23,661 Segmentron INFO: Epoch: 134/400 || Iters: 42/156 || Lr: 0.006944 || Loss: 0.0208 || Loss_b: 0.0927 || Cost Time: 5:39:18 || Estimated Time: 11:19:06 2020-11-03 15:43:33,831 Segmentron INFO: Epoch: 134/400 || Iters: 52/156 || Lr: 0.006943 || Loss: 0.0099 || Loss_b: 0.0732 || Cost Time: 5:39:28 || Estimated Time: 11:18:57 2020-11-03 15:43:43,009 Segmentron INFO: Epoch: 134/400 || Iters: 62/156 || Lr: 0.006941 || Loss: 0.0173 || Loss_b: 0.0845 || Cost Time: 5:39:37 || Estimated Time: 11:18:46 2020-11-03 15:43:53,471 Segmentron INFO: Epoch: 134/400 || Iters: 72/156 || Lr: 0.006940 || Loss: 0.0115 || Loss_b: 0.0751 || Cost Time: 5:39:48 || Estimated Time: 11:18:37 2020-11-03 15:44:02,075 Segmentron INFO: Epoch: 134/400 || Iters: 82/156 || Lr: 0.006938 || Loss: 0.0135 || Loss_b: 0.0753 || Cost Time: 5:39:56 || Estimated Time: 11:18:25 2020-11-03 15:44:11,497 Segmentron INFO: Epoch: 134/400 || Iters: 92/156 || Lr: 0.006937 || Loss: 0.0102 || Loss_b: 0.0735 || Cost Time: 5:40:06 || Estimated Time: 11:18:15 2020-11-03 15:44:20,784 Segmentron INFO: Epoch: 134/400 || Iters: 102/156 || Lr: 0.006935 || Loss: 0.0099 || Loss_b: 0.0717 || Cost Time: 5:40:15 || Estimated Time: 11:18:04 2020-11-03 15:44:30,258 Segmentron INFO: Epoch: 134/400 || Iters: 112/156 || Lr: 0.006934 || Loss: 0.0103 || Loss_b: 0.0789 || Cost Time: 5:40:25 || Estimated Time: 11:17:54 2020-11-03 15:44:40,750 Segmentron INFO: Epoch: 134/400 || Iters: 122/156 || Lr: 0.006932 || Loss: 0.0079 || Loss_b: 0.0699 || Cost Time: 5:40:35 || Estimated Time: 11:17:45 2020-11-03 15:44:51,225 Segmentron INFO: Epoch: 134/400 || Iters: 132/156 || Lr: 0.006931 || Loss: 0.0151 || Loss_b: 0.0845 || Cost Time: 5:40:46 || Estimated Time: 11:17:37 2020-11-03 15:45:00,338 Segmentron INFO: Epoch: 134/400 || Iters: 142/156 || Lr: 0.006929 || Loss: 0.0154 || Loss_b: 0.0858 || Cost Time: 5:40:55 || Estimated Time: 11:17:26 2020-11-03 15:45:10,090 Segmentron INFO: Epoch: 134/400 || Iters: 152/156 || Lr: 0.006928 || Loss: 0.0144 || Loss_b: 0.0768 || Cost Time: 5:41:04 || Estimated Time: 11:17:16 2020-11-03 15:45:14,513 Segmentron INFO: Epoch 134 model saved in: workdir/a2-2-3-400e/134.pth 2020-11-03 15:45:22,337 Segmentron INFO: Epoch: 135/400 || Iters: 6/156 || Lr: 0.006926 || Loss: 0.0104 || Loss_b: 0.0741 || Cost Time: 5:41:17 || Estimated Time: 11:17:11 2020-11-03 15:45:31,499 Segmentron INFO: Epoch: 135/400 || Iters: 16/156 || Lr: 0.006925 || Loss: 0.0123 || Loss_b: 0.0737 || Cost Time: 5:41:26 || Estimated Time: 11:17:00 2020-11-03 15:45:39,939 Segmentron INFO: Epoch: 135/400 || Iters: 26/156 || Lr: 0.006923 || Loss: 0.0093 || Loss_b: 0.0699 || Cost Time: 5:41:34 || Estimated Time: 11:16:47 2020-11-03 15:45:49,960 Segmentron INFO: Epoch: 135/400 || Iters: 36/156 || Lr: 0.006922 || Loss: 0.0149 || Loss_b: 0.0883 || Cost Time: 5:41:44 || Estimated Time: 11:16:38 2020-11-03 15:45:59,109 Segmentron INFO: Epoch: 135/400 || Iters: 46/156 || Lr: 0.006920 || Loss: 0.0113 || Loss_b: 0.0718 || Cost Time: 5:41:54 || Estimated Time: 11:16:27 2020-11-03 15:46:09,607 Segmentron INFO: Epoch: 135/400 || Iters: 56/156 || Lr: 0.006918 || Loss: 0.0103 || Loss_b: 0.0734 || Cost Time: 5:42:04 || Estimated Time: 11:16:18 2020-11-03 15:46:18,549 Segmentron INFO: Epoch: 135/400 || Iters: 66/156 || Lr: 0.006917 || Loss: 0.0099 || Loss_b: 0.0733 || Cost Time: 5:42:13 || Estimated Time: 11:16:07 2020-11-03 15:46:28,057 Segmentron INFO: Epoch: 135/400 || Iters: 76/156 || Lr: 0.006915 || Loss: 0.0103 || Loss_b: 0.0705 || Cost Time: 5:42:22 || Estimated Time: 11:15:57 2020-11-03 15:46:37,338 Segmentron INFO: Epoch: 135/400 || Iters: 86/156 || Lr: 0.006914 || Loss: 0.0098 || Loss_b: 0.0755 || Cost Time: 5:42:32 || Estimated Time: 11:15:46 2020-11-03 15:46:48,045 Segmentron INFO: Epoch: 135/400 || Iters: 96/156 || Lr: 0.006912 || Loss: 0.0169 || Loss_b: 0.0863 || Cost Time: 5:42:42 || Estimated Time: 11:15:38 2020-11-03 15:46:59,292 Segmentron INFO: Epoch: 135/400 || Iters: 106/156 || Lr: 0.006911 || Loss: 0.0101 || Loss_b: 0.0784 || Cost Time: 5:42:54 || Estimated Time: 11:15:31 2020-11-03 15:47:07,403 Segmentron INFO: Epoch: 135/400 || Iters: 116/156 || Lr: 0.006909 || Loss: 0.0235 || Loss_b: 0.0828 || Cost Time: 5:43:02 || Estimated Time: 11:15:18 2020-11-03 15:47:16,596 Segmentron INFO: Epoch: 135/400 || Iters: 126/156 || Lr: 0.006908 || Loss: 0.0098 || Loss_b: 0.0772 || Cost Time: 5:43:11 || Estimated Time: 11:15:07 2020-11-03 15:47:25,911 Segmentron INFO: Epoch: 135/400 || Iters: 136/156 || Lr: 0.006906 || Loss: 0.0116 || Loss_b: 0.0732 || Cost Time: 5:43:20 || Estimated Time: 11:14:56 2020-11-03 15:47:36,198 Segmentron INFO: Epoch: 135/400 || Iters: 146/156 || Lr: 0.006905 || Loss: 0.0112 || Loss_b: 0.0769 || Cost Time: 5:43:31 || Estimated Time: 11:14:47 2020-11-03 15:47:46,878 Segmentron INFO: Epoch: 135/400 || Iters: 0/156 || Lr: 0.006903 || Loss: 0.0118 || Loss_b: 0.0766 || Cost Time: 5:43:41 || Estimated Time: 11:14:39 2020-11-03 15:47:47,747 Segmentron INFO: Epoch 135 model saved in: workdir/a2-2-3-400e/135.pth 2020-11-03 15:47:58,040 Segmentron INFO: Epoch: 136/400 || Iters: 10/156 || Lr: 0.006902 || Loss: 0.0110 || Loss_b: 0.0746 || Cost Time: 5:43:52 || Estimated Time: 11:14:32 2020-11-03 15:48:07,787 Segmentron INFO: Epoch: 136/400 || Iters: 20/156 || Lr: 0.006900 || Loss: 0.0099 || Loss_b: 0.0754 || Cost Time: 5:44:02 || Estimated Time: 11:14:22 2020-11-03 15:48:16,563 Segmentron INFO: Epoch: 136/400 || Iters: 30/156 || Lr: 0.006899 || Loss: 0.0103 || Loss_b: 0.0775 || Cost Time: 5:44:11 || Estimated Time: 11:14:11 2020-11-03 15:48:26,400 Segmentron INFO: Epoch: 136/400 || Iters: 40/156 || Lr: 0.006897 || Loss: 0.0115 || Loss_b: 0.0806 || Cost Time: 5:44:21 || Estimated Time: 11:14:01 2020-11-03 15:48:35,382 Segmentron INFO: Epoch: 136/400 || Iters: 50/156 || Lr: 0.006896 || Loss: 0.0099 || Loss_b: 0.0715 || Cost Time: 5:44:30 || Estimated Time: 11:13:49 2020-11-03 15:48:45,067 Segmentron INFO: Epoch: 136/400 || Iters: 60/156 || Lr: 0.006894 || Loss: 0.0145 || Loss_b: 0.9719 || Cost Time: 5:44:39 || Estimated Time: 11:13:39 2020-11-03 15:48:53,933 Segmentron INFO: Epoch: 136/400 || Iters: 70/156 || Lr: 0.006893 || Loss: 0.0134 || Loss_b: 0.9239 || Cost Time: 5:44:48 || Estimated Time: 11:13:28 2020-11-03 15:49:06,274 Segmentron INFO: Epoch: 136/400 || Iters: 80/156 || Lr: 0.006891 || Loss: 0.0148 || Loss_b: 0.9107 || Cost Time: 5:45:01 || Estimated Time: 11:13:23 2020-11-03 15:49:16,583 Segmentron INFO: Epoch: 136/400 || Iters: 90/156 || Lr: 0.006890 || Loss: 0.0134 || Loss_b: 0.8781 || Cost Time: 5:45:11 || Estimated Time: 11:13:14 2020-11-03 15:49:26,042 Segmentron INFO: Epoch: 136/400 || Iters: 100/156 || Lr: 0.006888 || Loss: 0.0131 || Loss_b: 0.7982 || Cost Time: 5:45:20 || Estimated Time: 11:13:04 2020-11-03 15:49:34,857 Segmentron INFO: Epoch: 136/400 || Iters: 110/156 || Lr: 0.006887 || Loss: 0.0139 || Loss_b: 0.5682 || Cost Time: 5:45:29 || Estimated Time: 11:12:52 2020-11-03 15:49:44,411 Segmentron INFO: Epoch: 136/400 || Iters: 120/156 || Lr: 0.006885 || Loss: 0.0109 || Loss_b: 0.4105 || Cost Time: 5:45:39 || Estimated Time: 11:12:42 2020-11-03 15:49:54,671 Segmentron INFO: Epoch: 136/400 || Iters: 130/156 || Lr: 0.006884 || Loss: 0.0104 || Loss_b: 0.6657 || Cost Time: 5:45:49 || Estimated Time: 11:12:33 2020-11-03 15:50:04,370 Segmentron INFO: Epoch: 136/400 || Iters: 140/156 || Lr: 0.006882 || Loss: 0.0187 || Loss_b: 0.2458 || Cost Time: 5:45:59 || Estimated Time: 11:12:23 2020-11-03 15:50:13,471 Segmentron INFO: Epoch: 136/400 || Iters: 150/156 || Lr: 0.006881 || Loss: 0.0109 || Loss_b: 0.2966 || Cost Time: 5:46:08 || Estimated Time: 11:12:12 2020-11-03 15:50:20,582 Segmentron INFO: Epoch 136 model saved in: workdir/a2-2-3-400e/136.pth 2020-11-03 15:50:23,986 Segmentron INFO: Epoch: 137/400 || Iters: 4/156 || Lr: 0.006879 || Loss: 0.0219 || Loss_b: 0.1513 || Cost Time: 5:46:18 || Estimated Time: 11:12:03 2020-11-03 15:50:33,746 Segmentron INFO: Epoch: 137/400 || Iters: 14/156 || Lr: 0.006878 || Loss: 0.0104 || Loss_b: 0.1824 || Cost Time: 5:46:28 || Estimated Time: 11:11:54 2020-11-03 15:50:44,402 Segmentron INFO: Epoch: 137/400 || Iters: 24/156 || Lr: 0.006876 || Loss: 0.0167 || Loss_b: 0.1552 || Cost Time: 5:46:39 || Estimated Time: 11:11:45 2020-11-03 15:50:52,877 Segmentron INFO: Epoch: 137/400 || Iters: 34/156 || Lr: 0.006875 || Loss: 0.0141 || Loss_b: 0.0855 || Cost Time: 5:46:47 || Estimated Time: 11:11:33 2020-11-03 15:51:01,645 Segmentron INFO: Epoch: 137/400 || Iters: 44/156 || Lr: 0.006873 || Loss: 0.0195 || Loss_b: 0.0923 || Cost Time: 5:46:56 || Estimated Time: 11:11:21 2020-11-03 15:51:11,307 Segmentron INFO: Epoch: 137/400 || Iters: 54/156 || Lr: 0.006872 || Loss: 0.0330 || Loss_b: 0.0756 || Cost Time: 5:47:06 || Estimated Time: 11:11:11 2020-11-03 15:51:22,721 Segmentron INFO: Epoch: 137/400 || Iters: 64/156 || Lr: 0.006870 || Loss: 0.0255 || Loss_b: 0.1058 || Cost Time: 5:47:17 || Estimated Time: 11:11:05 2020-11-03 15:51:31,579 Segmentron INFO: Epoch: 137/400 || Iters: 74/156 || Lr: 0.006869 || Loss: 0.0407 || Loss_b: 0.9612 || Cost Time: 5:47:26 || Estimated Time: 11:10:53 2020-11-03 15:51:40,082 Segmentron INFO: Epoch: 137/400 || Iters: 84/156 || Lr: 0.006867 || Loss: 0.0306 || Loss_b: 0.9663 || Cost Time: 5:47:34 || Estimated Time: 11:10:41 2020-11-03 15:51:54,532 Segmentron INFO: Epoch: 137/400 || Iters: 94/156 || Lr: 0.006866 || Loss: 0.0149 || Loss_b: 0.9743 || Cost Time: 5:47:49 || Estimated Time: 11:10:40 2020-11-03 15:52:03,276 Segmentron INFO: Epoch: 137/400 || Iters: 104/156 || Lr: 0.006864 || Loss: 0.0174 || Loss_b: 0.9723 || Cost Time: 5:47:58 || Estimated Time: 11:10:28 2020-11-03 15:52:13,159 Segmentron INFO: Epoch: 137/400 || Iters: 114/156 || Lr: 0.006863 || Loss: 0.0141 || Loss_b: 0.9719 || Cost Time: 5:48:08 || Estimated Time: 11:10:19 2020-11-03 15:52:23,438 Segmentron INFO: Epoch: 137/400 || Iters: 124/156 || Lr: 0.006861 || Loss: 0.0165 || Loss_b: 0.9683 || Cost Time: 5:48:18 || Estimated Time: 11:10:10 2020-11-03 15:52:32,428 Segmentron INFO: Epoch: 137/400 || Iters: 134/156 || Lr: 0.006860 || Loss: 0.0182 || Loss_b: 0.9739 || Cost Time: 5:48:27 || Estimated Time: 11:09:58 2020-11-03 15:52:41,133 Segmentron INFO: Epoch: 137/400 || Iters: 144/156 || Lr: 0.006858 || Loss: 0.0256 || Loss_b: 0.9662 || Cost Time: 5:48:36 || Estimated Time: 11:09:46 2020-11-03 15:52:50,531 Segmentron INFO: Epoch: 137/400 || Iters: 154/156 || Lr: 0.006857 || Loss: 0.0160 || Loss_b: 0.9699 || Cost Time: 5:48:45 || Estimated Time: 11:09:36 2020-11-03 15:52:53,130 Segmentron INFO: Epoch 137 model saved in: workdir/a2-2-3-400e/137.pth 2020-11-03 15:53:01,587 Segmentron INFO: Epoch: 138/400 || Iters: 8/156 || Lr: 0.006855 || Loss: 0.0186 || Loss_b: 0.9648 || Cost Time: 5:48:56 || Estimated Time: 11:09:29 2020-11-03 15:53:10,960 Segmentron INFO: Epoch: 138/400 || Iters: 18/156 || Lr: 0.006854 || Loss: 0.0249 || Loss_b: 0.9633 || Cost Time: 5:49:05 || Estimated Time: 11:09:18 2020-11-03 15:53:21,136 Segmentron INFO: Epoch: 138/400 || Iters: 28/156 || Lr: 0.006852 || Loss: 0.0137 || Loss_b: 0.9668 || Cost Time: 5:49:16 || Estimated Time: 11:09:09 2020-11-03 15:53:31,558 Segmentron INFO: Epoch: 138/400 || Iters: 38/156 || Lr: 0.006851 || Loss: 0.0329 || Loss_b: 0.9598 || Cost Time: 5:49:26 || Estimated Time: 11:09:00 2020-11-03 15:53:41,632 Segmentron INFO: Epoch: 138/400 || Iters: 48/156 || Lr: 0.006849 || Loss: 0.0152 || Loss_b: 0.9625 || Cost Time: 5:49:36 || Estimated Time: 11:08:51 2020-11-03 15:53:51,601 Segmentron INFO: Epoch: 138/400 || Iters: 58/156 || Lr: 0.006848 || Loss: 0.0111 || Loss_b: 0.9627 || Cost Time: 5:49:46 || Estimated Time: 11:08:42 2020-11-03 15:54:00,999 Segmentron INFO: Epoch: 138/400 || Iters: 68/156 || Lr: 0.006846 || Loss: 0.0200 || Loss_b: 0.9569 || Cost Time: 5:49:55 || Estimated Time: 11:08:31 2020-11-03 15:54:10,339 Segmentron INFO: Epoch: 138/400 || Iters: 78/156 || Lr: 0.006845 || Loss: 0.0187 || Loss_b: 0.9575 || Cost Time: 5:50:05 || Estimated Time: 11:08:20 2020-11-03 15:54:22,981 Segmentron INFO: Epoch: 138/400 || Iters: 88/156 || Lr: 0.006843 || Loss: 0.0128 || Loss_b: 0.9549 || Cost Time: 5:50:17 || Estimated Time: 11:08:16 2020-11-03 15:54:31,270 Segmentron INFO: Epoch: 138/400 || Iters: 98/156 || Lr: 0.006842 || Loss: 0.0128 || Loss_b: 0.9532 || Cost Time: 5:50:26 || Estimated Time: 11:08:03 2020-11-03 15:54:39,811 Segmentron INFO: Epoch: 138/400 || Iters: 108/156 || Lr: 0.006840 || Loss: 0.0150 || Loss_b: 0.9538 || Cost Time: 5:50:34 || Estimated Time: 11:07:51 2020-11-03 15:54:48,882 Segmentron INFO: Epoch: 138/400 || Iters: 118/156 || Lr: 0.006839 || Loss: 0.0143 || Loss_b: 0.9486 || Cost Time: 5:50:43 || Estimated Time: 11:07:40 2020-11-03 15:54:57,930 Segmentron INFO: Epoch: 138/400 || Iters: 128/156 || Lr: 0.006837 || Loss: 0.0110 || Loss_b: 0.9513 || Cost Time: 5:50:52 || Estimated Time: 11:07:29 2020-11-03 15:55:07,121 Segmentron INFO: Epoch: 138/400 || Iters: 138/156 || Lr: 0.006836 || Loss: 0.0112 || Loss_b: 0.9486 || Cost Time: 5:51:02 || Estimated Time: 11:07:18 2020-11-03 15:55:18,626 Segmentron INFO: Epoch: 138/400 || Iters: 148/156 || Lr: 0.006834 || Loss: 0.0149 || Loss_b: 0.9404 || Cost Time: 5:51:13 || Estimated Time: 11:07:11 2020-11-03 15:55:26,212 Segmentron INFO: Epoch 138 model saved in: workdir/a2-2-3-400e/138.pth 2020-11-03 15:55:28,043 Segmentron INFO: Epoch: 139/400 || Iters: 2/156 || Lr: 0.006833 || Loss: 0.0169 || Loss_b: 0.9410 || Cost Time: 5:51:22 || Estimated Time: 11:07:01 2020-11-03 15:55:38,344 Segmentron INFO: Epoch: 139/400 || Iters: 12/156 || Lr: 0.006831 || Loss: 0.0109 || Loss_b: 0.9465 || Cost Time: 5:51:33 || Estimated Time: 11:06:52 2020-11-03 15:55:49,995 Segmentron INFO: Epoch: 139/400 || Iters: 22/156 || Lr: 0.006830 || Loss: 0.0123 || Loss_b: 0.9390 || Cost Time: 5:51:44 || Estimated Time: 11:06:46 2020-11-03 15:55:58,222 Segmentron INFO: Epoch: 139/400 || Iters: 32/156 || Lr: 0.006828 || Loss: 0.0121 || Loss_b: 0.9398 || Cost Time: 5:51:53 || Estimated Time: 11:06:33 2020-11-03 15:56:08,097 Segmentron INFO: Epoch: 139/400 || Iters: 42/156 || Lr: 0.006827 || Loss: 0.0161 || Loss_b: 0.9267 || Cost Time: 5:52:02 || Estimated Time: 11:06:23 2020-11-03 15:56:17,306 Segmentron INFO: Epoch: 139/400 || Iters: 52/156 || Lr: 0.006825 || Loss: 0.0127 || Loss_b: 0.9193 || Cost Time: 5:52:12 || Estimated Time: 11:06:12 2020-11-03 15:56:26,227 Segmentron INFO: Epoch: 139/400 || Iters: 62/156 || Lr: 0.006824 || Loss: 0.0173 || Loss_b: 0.9103 || Cost Time: 5:52:21 || Estimated Time: 11:06:01 2020-11-03 15:56:37,987 Segmentron INFO: Epoch: 139/400 || Iters: 72/156 || Lr: 0.006822 || Loss: 0.0177 || Loss_b: 0.8658 || Cost Time: 5:52:32 || Estimated Time: 11:05:55 2020-11-03 15:56:48,936 Segmentron INFO: Epoch: 139/400 || Iters: 82/156 || Lr: 0.006821 || Loss: 0.0223 || Loss_b: 0.7627 || Cost Time: 5:52:43 || Estimated Time: 11:05:47 2020-11-03 15:56:57,950 Segmentron INFO: Epoch: 139/400 || Iters: 92/156 || Lr: 0.006819 || Loss: 0.0106 || Loss_b: 0.7635 || Cost Time: 5:52:52 || Estimated Time: 11:05:36 2020-11-03 15:57:06,727 Segmentron INFO: Epoch: 139/400 || Iters: 102/156 || Lr: 0.006818 || Loss: 0.0121 || Loss_b: 0.8856 || Cost Time: 5:53:01 || Estimated Time: 11:05:24 2020-11-03 15:57:16,873 Segmentron INFO: Epoch: 139/400 || Iters: 112/156 || Lr: 0.006816 || Loss: 0.0146 || Loss_b: 0.9308 || Cost Time: 5:53:11 || Estimated Time: 11:05:15 2020-11-03 15:57:25,803 Segmentron INFO: Epoch: 139/400 || Iters: 122/156 || Lr: 0.006815 || Loss: 0.0140 || Loss_b: 0.9066 || Cost Time: 5:53:20 || Estimated Time: 11:05:04 2020-11-03 15:57:35,101 Segmentron INFO: Epoch: 139/400 || Iters: 132/156 || Lr: 0.006813 || Loss: 0.0195 || Loss_b: 0.8854 || Cost Time: 5:53:29 || Estimated Time: 11:04:53 2020-11-03 15:57:44,506 Segmentron INFO: Epoch: 139/400 || Iters: 142/156 || Lr: 0.006812 || Loss: 0.0140 || Loss_b: 0.8388 || Cost Time: 5:53:39 || Estimated Time: 11:04:43 2020-11-03 15:57:56,810 Segmentron INFO: Epoch: 139/400 || Iters: 152/156 || Lr: 0.006810 || Loss: 0.0146 || Loss_b: 0.6380 || Cost Time: 5:53:51 || Estimated Time: 11:04:37 2020-11-03 15:58:00,970 Segmentron INFO: Epoch 139 model saved in: workdir/a2-2-3-400e/139.pth 2020-11-03 15:58:06,183 Segmentron INFO: Epoch: 140/400 || Iters: 6/156 || Lr: 0.006809 || Loss: 0.0134 || Loss_b: 0.2001 || Cost Time: 5:54:01 || Estimated Time: 11:04:27 2020-11-03 15:58:15,353 Segmentron INFO: Epoch: 140/400 || Iters: 16/156 || Lr: 0.006807 || Loss: 0.0159 || Loss_b: 0.1044 || Cost Time: 5:54:10 || Estimated Time: 11:04:16 2020-11-03 15:58:24,929 Segmentron INFO: Epoch: 140/400 || Iters: 26/156 || Lr: 0.006806 || Loss: 0.0118 || Loss_b: 0.1433 || Cost Time: 5:54:19 || Estimated Time: 11:04:06 2020-11-03 15:58:37,097 Segmentron INFO: Epoch: 140/400 || Iters: 36/156 || Lr: 0.006804 || Loss: 0.0101 || Loss_b: 0.1132 || Cost Time: 5:54:31 || Estimated Time: 11:04:00 2020-11-03 15:58:45,141 Segmentron INFO: Epoch: 140/400 || Iters: 46/156 || Lr: 0.006803 || Loss: 0.0116 || Loss_b: 0.0844 || Cost Time: 5:54:40 || Estimated Time: 11:03:47 2020-11-03 15:58:54,257 Segmentron INFO: Epoch: 140/400 || Iters: 56/156 || Lr: 0.006801 || Loss: 0.0088 || Loss_b: 0.0810 || Cost Time: 5:54:49 || Estimated Time: 11:03:36 2020-11-03 15:59:03,773 Segmentron INFO: Epoch: 140/400 || Iters: 66/156 || Lr: 0.006800 || Loss: 0.0102 || Loss_b: 0.0765 || Cost Time: 5:54:58 || Estimated Time: 11:03:26 2020-11-03 15:59:14,482 Segmentron INFO: Epoch: 140/400 || Iters: 76/156 || Lr: 0.006798 || Loss: 0.0134 || Loss_b: 0.0819 || Cost Time: 5:55:09 || Estimated Time: 11:03:18 2020-11-03 15:59:23,629 Segmentron INFO: Epoch: 140/400 || Iters: 86/156 || Lr: 0.006797 || Loss: 0.0140 || Loss_b: 0.0811 || Cost Time: 5:55:18 || Estimated Time: 11:03:07 2020-11-03 15:59:32,599 Segmentron INFO: Epoch: 140/400 || Iters: 96/156 || Lr: 0.006795 || Loss: 0.0118 || Loss_b: 0.0800 || Cost Time: 5:55:27 || Estimated Time: 11:02:56 2020-11-03 15:59:42,662 Segmentron INFO: Epoch: 140/400 || Iters: 106/156 || Lr: 0.006794 || Loss: 0.0104 || Loss_b: 0.0770 || Cost Time: 5:55:37 || Estimated Time: 11:02:46 2020-11-03 15:59:53,369 Segmentron INFO: Epoch: 140/400 || Iters: 116/156 || Lr: 0.006792 || Loss: 0.0170 || Loss_b: 0.1085 || Cost Time: 5:55:48 || Estimated Time: 11:02:38 2020-11-03 16:00:02,045 Segmentron INFO: Epoch: 140/400 || Iters: 126/156 || Lr: 0.006791 || Loss: 0.0109 || Loss_b: 0.0786 || Cost Time: 5:55:56 || Estimated Time: 11:02:26 2020-11-03 16:00:13,063 Segmentron INFO: Epoch: 140/400 || Iters: 136/156 || Lr: 0.006789 || Loss: 0.0130 || Loss_b: 0.0783 || Cost Time: 5:56:07 || Estimated Time: 11:02:19 2020-11-03 16:00:22,118 Segmentron INFO: Epoch: 140/400 || Iters: 146/156 || Lr: 0.006788 || Loss: 0.0117 || Loss_b: 0.0820 || Cost Time: 5:56:17 || Estimated Time: 11:02:08 2020-11-03 16:00:32,229 Segmentron INFO: Epoch: 140/400 || Iters: 0/156 || Lr: 0.006786 || Loss: 0.0170 || Loss_b: 0.0884 || Cost Time: 5:56:27 || Estimated Time: 11:01:58 2020-11-03 16:00:33,055 Segmentron INFO: Epoch 140 model saved in: workdir/a2-2-3-400e/140.pth 2020-11-03 16:00:41,659 Segmentron INFO: Epoch: 141/400 || Iters: 10/156 || Lr: 0.006785 || Loss: 0.0118 || Loss_b: 0.0807 || Cost Time: 5:56:36 || Estimated Time: 11:01:48 2020-11-03 16:00:50,781 Segmentron INFO: Epoch: 141/400 || Iters: 20/156 || Lr: 0.006783 || Loss: 0.0111 || Loss_b: 0.0811 || Cost Time: 5:56:45 || Estimated Time: 11:01:37 2020-11-03 16:01:01,969 Segmentron INFO: Epoch: 141/400 || Iters: 30/156 || Lr: 0.006782 || Loss: 0.0146 || Loss_b: 0.0867 || Cost Time: 5:56:56 || Estimated Time: 11:01:30 2020-11-03 16:01:11,075 Segmentron INFO: Epoch: 141/400 || Iters: 40/156 || Lr: 0.006780 || Loss: 0.0128 || Loss_b: 0.0749 || Cost Time: 5:57:05 || Estimated Time: 11:01:19 2020-11-03 16:01:20,957 Segmentron INFO: Epoch: 141/400 || Iters: 50/156 || Lr: 0.006779 || Loss: 0.0137 || Loss_b: 0.0758 || Cost Time: 5:57:15 || Estimated Time: 11:01:09 2020-11-03 16:01:29,413 Segmentron INFO: Epoch: 141/400 || Iters: 60/156 || Lr: 0.006777 || Loss: 0.0125 || Loss_b: 0.0880 || Cost Time: 5:57:24 || Estimated Time: 11:00:57 2020-11-03 16:01:38,562 Segmentron INFO: Epoch: 141/400 || Iters: 70/156 || Lr: 0.006776 || Loss: 0.0143 || Loss_b: 0.0905 || Cost Time: 5:57:33 || Estimated Time: 11:00:46 2020-11-03 16:01:49,502 Segmentron INFO: Epoch: 141/400 || Iters: 80/156 || Lr: 0.006774 || Loss: 0.0094 || Loss_b: 0.0693 || Cost Time: 5:57:44 || Estimated Time: 11:00:38 2020-11-03 16:01:57,872 Segmentron INFO: Epoch: 141/400 || Iters: 90/156 || Lr: 0.006773 || Loss: 0.0130 || Loss_b: 0.0776 || Cost Time: 5:57:52 || Estimated Time: 11:00:26 2020-11-03 16:02:08,939 Segmentron INFO: Epoch: 141/400 || Iters: 100/156 || Lr: 0.006771 || Loss: 0.0179 || Loss_b: 0.0786 || Cost Time: 5:58:03 || Estimated Time: 11:00:18 2020-11-03 16:02:18,876 Segmentron INFO: Epoch: 141/400 || Iters: 110/156 || Lr: 0.006770 || Loss: 0.0129 || Loss_b: 0.0852 || Cost Time: 5:58:13 || Estimated Time: 11:00:09 2020-11-03 16:02:28,038 Segmentron INFO: Epoch: 141/400 || Iters: 120/156 || Lr: 0.006768 || Loss: 0.0112 || Loss_b: 0.1138 || Cost Time: 5:58:22 || Estimated Time: 10:59:58 2020-11-03 16:02:38,005 Segmentron INFO: Epoch: 141/400 || Iters: 130/156 || Lr: 0.006767 || Loss: 0.0209 || Loss_b: 0.0898 || Cost Time: 5:58:32 || Estimated Time: 10:59:48 2020-11-03 16:02:47,755 Segmentron INFO: Epoch: 141/400 || Iters: 140/156 || Lr: 0.006765 || Loss: 0.0147 || Loss_b: 0.1022 || Cost Time: 5:58:42 || Estimated Time: 10:59:38 2020-11-03 16:02:56,835 Segmentron INFO: Epoch: 141/400 || Iters: 150/156 || Lr: 0.006764 || Loss: 0.0127 || Loss_b: 0.0806 || Cost Time: 5:58:51 || Estimated Time: 10:59:27 2020-11-03 16:03:04,850 Segmentron INFO: Epoch 141 model saved in: workdir/a2-2-3-400e/141.pth 2020-11-03 16:03:08,144 Segmentron INFO: Epoch: 142/400 || Iters: 4/156 || Lr: 0.006762 || Loss: 0.0168 || Loss_b: 0.0874 || Cost Time: 5:59:03 || Estimated Time: 10:59:20 2020-11-03 16:03:18,133 Segmentron INFO: Epoch: 142/400 || Iters: 14/156 || Lr: 0.006761 || Loss: 0.0116 || Loss_b: 0.0844 || Cost Time: 5:59:13 || Estimated Time: 10:59:11 2020-11-03 16:03:27,608 Segmentron INFO: Epoch: 142/400 || Iters: 24/156 || Lr: 0.006759 || Loss: 0.0115 || Loss_b: 0.0982 || Cost Time: 5:59:22 || Estimated Time: 10:59:01 2020-11-03 16:03:36,313 Segmentron INFO: Epoch: 142/400 || Iters: 34/156 || Lr: 0.006758 || Loss: 0.0124 || Loss_b: 0.1052 || Cost Time: 5:59:31 || Estimated Time: 10:58:49 2020-11-03 16:03:45,605 Segmentron INFO: Epoch: 142/400 || Iters: 44/156 || Lr: 0.006756 || Loss: 0.0099 || Loss_b: 0.0770 || Cost Time: 5:59:40 || Estimated Time: 10:58:38 2020-11-03 16:03:54,756 Segmentron INFO: Epoch: 142/400 || Iters: 54/156 || Lr: 0.006754 || Loss: 0.0123 || Loss_b: 0.0730 || Cost Time: 5:59:49 || Estimated Time: 10:58:27 2020-11-03 16:04:04,990 Segmentron INFO: Epoch: 142/400 || Iters: 64/156 || Lr: 0.006753 || Loss: 0.0107 || Loss_b: 0.0649 || Cost Time: 5:59:59 || Estimated Time: 10:58:18 2020-11-03 16:04:15,438 Segmentron INFO: Epoch: 142/400 || Iters: 74/156 || Lr: 0.006751 || Loss: 0.0156 || Loss_b: 0.0809 || Cost Time: 6:00:10 || Estimated Time: 10:58:10 2020-11-03 16:04:25,701 Segmentron INFO: Epoch: 142/400 || Iters: 84/156 || Lr: 0.006750 || Loss: 0.0135 || Loss_b: 0.0802 || Cost Time: 6:00:20 || Estimated Time: 10:58:01 2020-11-03 16:04:35,617 Segmentron INFO: Epoch: 142/400 || Iters: 94/156 || Lr: 0.006748 || Loss: 0.0093 || Loss_b: 0.0680 || Cost Time: 6:00:30 || Estimated Time: 10:57:51 2020-11-03 16:04:46,759 Segmentron INFO: Epoch: 142/400 || Iters: 104/156 || Lr: 0.006747 || Loss: 0.0128 || Loss_b: 0.0839 || Cost Time: 6:00:41 || Estimated Time: 10:57:44 2020-11-03 16:04:56,007 Segmentron INFO: Epoch: 142/400 || Iters: 114/156 || Lr: 0.006745 || Loss: 0.0078 || Loss_b: 0.0793 || Cost Time: 6:00:50 || Estimated Time: 10:57:33 2020-11-03 16:05:06,500 Segmentron INFO: Epoch: 142/400 || Iters: 124/156 || Lr: 0.006744 || Loss: 0.0128 || Loss_b: 0.0994 || Cost Time: 6:01:01 || Estimated Time: 10:57:24 2020-11-03 16:05:15,312 Segmentron INFO: Epoch: 142/400 || Iters: 134/156 || Lr: 0.006742 || Loss: 0.0134 || Loss_b: 0.0868 || Cost Time: 6:01:10 || Estimated Time: 10:57:13 2020-11-03 16:05:24,061 Segmentron INFO: Epoch: 142/400 || Iters: 144/156 || Lr: 0.006741 || Loss: 0.0136 || Loss_b: 0.0751 || Cost Time: 6:01:18 || Estimated Time: 10:57:01 2020-11-03 16:05:33,261 Segmentron INFO: Epoch: 142/400 || Iters: 154/156 || Lr: 0.006739 || Loss: 0.0192 || Loss_b: 0.0922 || Cost Time: 6:01:28 || Estimated Time: 10:56:50 2020-11-03 16:05:35,936 Segmentron INFO: Epoch 142 model saved in: workdir/a2-2-3-400e/142.pth 2020-11-03 16:05:44,518 Segmentron INFO: Epoch: 143/400 || Iters: 8/156 || Lr: 0.006738 || Loss: 0.0133 || Loss_b: 0.0752 || Cost Time: 6:01:39 || Estimated Time: 10:56:43 2020-11-03 16:05:53,747 Segmentron INFO: Epoch: 143/400 || Iters: 18/156 || Lr: 0.006736 || Loss: 0.0113 || Loss_b: 0.0805 || Cost Time: 6:01:48 || Estimated Time: 10:56:32 2020-11-03 16:06:02,776 Segmentron INFO: Epoch: 143/400 || Iters: 28/156 || Lr: 0.006735 || Loss: 0.0090 || Loss_b: 0.0668 || Cost Time: 6:01:57 || Estimated Time: 10:56:21 2020-11-03 16:06:11,862 Segmentron INFO: Epoch: 143/400 || Iters: 38/156 || Lr: 0.006733 || Loss: 0.0079 || Loss_b: 0.0766 || Cost Time: 6:02:06 || Estimated Time: 10:56:10 2020-11-03 16:06:21,322 Segmentron INFO: Epoch: 143/400 || Iters: 48/156 || Lr: 0.006732 || Loss: 0.0121 || Loss_b: 0.0786 || Cost Time: 6:02:16 || Estimated Time: 10:56:00 2020-11-03 16:06:33,278 Segmentron INFO: Epoch: 143/400 || Iters: 58/156 || Lr: 0.006730 || Loss: 0.0114 || Loss_b: 0.0730 || Cost Time: 6:02:28 || Estimated Time: 10:55:54 2020-11-03 16:06:43,339 Segmentron INFO: Epoch: 143/400 || Iters: 68/156 || Lr: 0.006729 || Loss: 0.0128 || Loss_b: 0.0834 || Cost Time: 6:02:38 || Estimated Time: 10:55:44 2020-11-03 16:06:52,630 Segmentron INFO: Epoch: 143/400 || Iters: 78/156 || Lr: 0.006727 || Loss: 0.0095 || Loss_b: 0.0755 || Cost Time: 6:02:47 || Estimated Time: 10:55:34 2020-11-03 16:07:02,243 Segmentron INFO: Epoch: 143/400 || Iters: 88/156 || Lr: 0.006726 || Loss: 0.0138 || Loss_b: 0.0815 || Cost Time: 6:02:57 || Estimated Time: 10:55:24 2020-11-03 16:07:12,157 Segmentron INFO: Epoch: 143/400 || Iters: 98/156 || Lr: 0.006724 || Loss: 0.0074 || Loss_b: 0.0694 || Cost Time: 6:03:07 || Estimated Time: 10:55:14 2020-11-03 16:07:20,759 Segmentron INFO: Epoch: 143/400 || Iters: 108/156 || Lr: 0.006723 || Loss: 0.0137 || Loss_b: 0.0771 || Cost Time: 6:03:15 || Estimated Time: 10:55:02 2020-11-03 16:07:30,733 Segmentron INFO: Epoch: 143/400 || Iters: 118/156 || Lr: 0.006721 || Loss: 0.0097 || Loss_b: 0.0737 || Cost Time: 6:03:25 || Estimated Time: 10:54:53 2020-11-03 16:07:43,650 Segmentron INFO: Epoch: 143/400 || Iters: 128/156 || Lr: 0.006720 || Loss: 0.0121 || Loss_b: 0.0812 || Cost Time: 6:03:38 || Estimated Time: 10:54:49 2020-11-03 16:07:51,502 Segmentron INFO: Epoch: 143/400 || Iters: 138/156 || Lr: 0.006718 || Loss: 0.0104 || Loss_b: 0.0749 || Cost Time: 6:03:46 || Estimated Time: 10:54:35 2020-11-03 16:08:01,200 Segmentron INFO: Epoch: 143/400 || Iters: 148/156 || Lr: 0.006717 || Loss: 0.0125 || Loss_b: 0.0746 || Cost Time: 6:03:56 || Estimated Time: 10:54:25 2020-11-03 16:08:10,027 Segmentron INFO: Epoch 143 model saved in: workdir/a2-2-3-400e/143.pth 2020-11-03 16:08:11,706 Segmentron INFO: Epoch: 144/400 || Iters: 2/156 || Lr: 0.006715 || Loss: 0.0101 || Loss_b: 0.0691 || Cost Time: 6:04:06 || Estimated Time: 10:54:17 2020-11-03 16:08:20,884 Segmentron INFO: Epoch: 144/400 || Iters: 12/156 || Lr: 0.006714 || Loss: 0.0123 || Loss_b: 0.0820 || Cost Time: 6:04:15 || Estimated Time: 10:54:06 2020-11-03 16:08:32,063 Segmentron INFO: Epoch: 144/400 || Iters: 22/156 || Lr: 0.006712 || Loss: 0.0147 || Loss_b: 0.0901 || Cost Time: 6:04:26 || Estimated Time: 10:53:59 2020-11-03 16:08:40,539 Segmentron INFO: Epoch: 144/400 || Iters: 32/156 || Lr: 0.006711 || Loss: 0.0105 || Loss_b: 0.0732 || Cost Time: 6:04:35 || Estimated Time: 10:53:46 2020-11-03 16:08:49,725 Segmentron INFO: Epoch: 144/400 || Iters: 42/156 || Lr: 0.006709 || Loss: 0.0121 || Loss_b: 0.0904 || Cost Time: 6:04:44 || Estimated Time: 10:53:36 2020-11-03 16:08:58,652 Segmentron INFO: Epoch: 144/400 || Iters: 52/156 || Lr: 0.006708 || Loss: 0.0122 || Loss_b: 0.0893 || Cost Time: 6:04:53 || Estimated Time: 10:53:24 2020-11-03 16:09:10,096 Segmentron INFO: Epoch: 144/400 || Iters: 62/156 || Lr: 0.006706 || Loss: 0.0184 || Loss_b: 0.0895 || Cost Time: 6:05:04 || Estimated Time: 10:53:17 2020-11-03 16:09:19,329 Segmentron INFO: Epoch: 144/400 || Iters: 72/156 || Lr: 0.006705 || Loss: 0.0087 || Loss_b: 0.0661 || Cost Time: 6:05:14 || Estimated Time: 10:53:07 2020-11-03 16:09:28,647 Segmentron INFO: Epoch: 144/400 || Iters: 82/156 || Lr: 0.006703 || Loss: 0.0094 || Loss_b: 0.0779 || Cost Time: 6:05:23 || Estimated Time: 10:52:56 2020-11-03 16:09:38,224 Segmentron INFO: Epoch: 144/400 || Iters: 92/156 || Lr: 0.006702 || Loss: 0.0113 || Loss_b: 0.0735 || Cost Time: 6:05:33 || Estimated Time: 10:52:46 2020-11-03 16:09:48,800 Segmentron INFO: Epoch: 144/400 || Iters: 102/156 || Lr: 0.006700 || Loss: 0.0096 || Loss_b: 0.0728 || Cost Time: 6:05:43 || Estimated Time: 10:52:37 2020-11-03 16:09:58,217 Segmentron INFO: Epoch: 144/400 || Iters: 112/156 || Lr: 0.006699 || Loss: 0.0078 || Loss_b: 0.0727 || Cost Time: 6:05:53 || Estimated Time: 10:52:27 2020-11-03 16:10:07,655 Segmentron INFO: Epoch: 144/400 || Iters: 122/156 || Lr: 0.006697 || Loss: 0.0117 || Loss_b: 0.0697 || Cost Time: 6:06:02 || Estimated Time: 10:52:17 2020-11-03 16:10:16,658 Segmentron INFO: Epoch: 144/400 || Iters: 132/156 || Lr: 0.006696 || Loss: 0.0116 || Loss_b: 0.0768 || Cost Time: 6:06:11 || Estimated Time: 10:52:05 2020-11-03 16:10:26,027 Segmentron INFO: Epoch: 144/400 || Iters: 142/156 || Lr: 0.006694 || Loss: 0.0151 || Loss_b: 0.0853 || Cost Time: 6:06:20 || Estimated Time: 10:51:55 2020-11-03 16:10:36,744 Segmentron INFO: Epoch: 144/400 || Iters: 152/156 || Lr: 0.006693 || Loss: 0.0090 || Loss_b: 0.0717 || Cost Time: 6:06:31 || Estimated Time: 10:51:47 2020-11-03 16:10:42,367 Segmentron INFO: Epoch 144 model saved in: workdir/a2-2-3-400e/144.pth 2020-11-03 16:10:47,111 Segmentron INFO: Epoch: 145/400 || Iters: 6/156 || Lr: 0.006691 || Loss: 0.0094 || Loss_b: 0.0772 || Cost Time: 6:06:42 || Estimated Time: 10:51:38 2020-11-03 16:10:55,856 Segmentron INFO: Epoch: 145/400 || Iters: 16/156 || Lr: 0.006690 || Loss: 0.0107 || Loss_b: 0.0706 || Cost Time: 6:06:50 || Estimated Time: 10:51:26 2020-11-03 16:11:08,713 Segmentron INFO: Epoch: 145/400 || Iters: 26/156 || Lr: 0.006688 || Loss: 0.0111 || Loss_b: 0.0724 || Cost Time: 6:07:03 || Estimated Time: 10:51:22 2020-11-03 16:11:17,798 Segmentron INFO: Epoch: 145/400 || Iters: 36/156 || Lr: 0.006687 || Loss: 0.0127 || Loss_b: 0.0794 || Cost Time: 6:07:12 || Estimated Time: 10:51:11 2020-11-03 16:11:27,999 Segmentron INFO: Epoch: 145/400 || Iters: 46/156 || Lr: 0.006685 || Loss: 0.0164 || Loss_b: 0.0837 || Cost Time: 6:07:22 || Estimated Time: 10:51:02 2020-11-03 16:11:36,946 Segmentron INFO: Epoch: 145/400 || Iters: 56/156 || Lr: 0.006684 || Loss: 0.0114 || Loss_b: 0.0734 || Cost Time: 6:07:31 || Estimated Time: 10:50:50 2020-11-03 16:11:46,727 Segmentron INFO: Epoch: 145/400 || Iters: 66/156 || Lr: 0.006682 || Loss: 0.0093 || Loss_b: 0.0738 || Cost Time: 6:07:41 || Estimated Time: 10:50:41 2020-11-03 16:11:56,564 Segmentron INFO: Epoch: 145/400 || Iters: 76/156 || Lr: 0.006681 || Loss: 0.0121 || Loss_b: 0.0893 || Cost Time: 6:07:51 || Estimated Time: 10:50:31 2020-11-03 16:12:04,991 Segmentron INFO: Epoch: 145/400 || Iters: 86/156 || Lr: 0.006679 || Loss: 0.0111 || Loss_b: 0.0716 || Cost Time: 6:07:59 || Estimated Time: 10:50:19 2020-11-03 16:12:15,829 Segmentron INFO: Epoch: 145/400 || Iters: 96/156 || Lr: 0.006678 || Loss: 0.0087 || Loss_b: 0.0721 || Cost Time: 6:08:10 || Estimated Time: 10:50:11 2020-11-03 16:12:24,948 Segmentron INFO: Epoch: 145/400 || Iters: 106/156 || Lr: 0.006676 || Loss: 0.0143 || Loss_b: 0.0820 || Cost Time: 6:08:19 || Estimated Time: 10:50:00 2020-11-03 16:12:34,257 Segmentron INFO: Epoch: 145/400 || Iters: 116/156 || Lr: 0.006675 || Loss: 0.0129 || Loss_b: 0.0788 || Cost Time: 6:08:29 || Estimated Time: 10:49:49 2020-11-03 16:12:43,049 Segmentron INFO: Epoch: 145/400 || Iters: 126/156 || Lr: 0.006673 || Loss: 0.0100 || Loss_b: 0.0691 || Cost Time: 6:08:37 || Estimated Time: 10:49:38 2020-11-03 16:12:53,474 Segmentron INFO: Epoch: 145/400 || Iters: 136/156 || Lr: 0.006672 || Loss: 0.0118 || Loss_b: 0.0759 || Cost Time: 6:08:48 || Estimated Time: 10:49:29 2020-11-03 16:13:04,663 Segmentron INFO: Epoch: 145/400 || Iters: 146/156 || Lr: 0.006670 || Loss: 0.0207 || Loss_b: 0.0929 || Cost Time: 6:08:59 || Estimated Time: 10:49:22 2020-11-03 16:13:16,270 Segmentron INFO: Epoch: 145/400 || Iters: 0/156 || Lr: 0.006669 || Loss: 0.0094 || Loss_b: 0.8636 || Cost Time: 6:09:11 || Estimated Time: 10:49:15 2020-11-03 16:13:16,828 Segmentron INFO: Epoch 145 model saved in: workdir/a2-2-3-400e/145.pth 2020-11-03 16:13:25,075 Segmentron INFO: Epoch: 146/400 || Iters: 10/156 || Lr: 0.006667 || Loss: 0.0135 || Loss_b: 0.8212 || Cost Time: 6:09:19 || Estimated Time: 10:49:03 2020-11-03 16:13:37,664 Segmentron INFO: Epoch: 146/400 || Iters: 20/156 || Lr: 0.006666 || Loss: 0.0111 || Loss_b: 0.8062 || Cost Time: 6:09:32 || Estimated Time: 10:48:59 2020-11-03 16:13:46,582 Segmentron INFO: Epoch: 146/400 || Iters: 30/156 || Lr: 0.006664 || Loss: 0.0131 || Loss_b: 0.5834 || Cost Time: 6:09:41 || Estimated Time: 10:48:47 2020-11-03 16:13:55,608 Segmentron INFO: Epoch: 146/400 || Iters: 40/156 || Lr: 0.006663 || Loss: 0.0104 || Loss_b: 0.1609 || Cost Time: 6:09:50 || Estimated Time: 10:48:36 2020-11-03 16:14:05,257 Segmentron INFO: Epoch: 146/400 || Iters: 50/156 || Lr: 0.006661 || Loss: 0.0157 || Loss_b: 0.1118 || Cost Time: 6:10:00 || Estimated Time: 10:48:26 2020-11-03 16:14:14,439 Segmentron INFO: Epoch: 146/400 || Iters: 60/156 || Lr: 0.006660 || Loss: 0.0108 || Loss_b: 0.0887 || Cost Time: 6:10:09 || Estimated Time: 10:48:15 2020-11-03 16:14:25,329 Segmentron INFO: Epoch: 146/400 || Iters: 70/156 || Lr: 0.006658 || Loss: 0.0137 || Loss_b: 0.0834 || Cost Time: 6:10:20 || Estimated Time: 10:48:07 2020-11-03 16:14:35,570 Segmentron INFO: Epoch: 146/400 || Iters: 80/156 || Lr: 0.006656 || Loss: 0.0162 || Loss_b: 0.0919 || Cost Time: 6:10:30 || Estimated Time: 10:47:58 2020-11-03 16:14:46,398 Segmentron INFO: Epoch: 146/400 || Iters: 90/156 || Lr: 0.006655 || Loss: 0.0108 || Loss_b: 0.0743 || Cost Time: 6:10:41 || Estimated Time: 10:47:50 2020-11-03 16:14:55,455 Segmentron INFO: Epoch: 146/400 || Iters: 100/156 || Lr: 0.006653 || Loss: 0.0107 || Loss_b: 0.2315 || Cost Time: 6:10:50 || Estimated Time: 10:47:39 2020-11-03 16:15:05,761 Segmentron INFO: Epoch: 146/400 || Iters: 110/156 || Lr: 0.006652 || Loss: 0.0134 || Loss_b: 0.1151 || Cost Time: 6:11:00 || Estimated Time: 10:47:30 2020-11-03 16:15:14,019 Segmentron INFO: Epoch: 146/400 || Iters: 120/156 || Lr: 0.006650 || Loss: 0.0131 || Loss_b: 0.0947 || Cost Time: 6:11:08 || Estimated Time: 10:47:18 2020-11-03 16:15:22,939 Segmentron INFO: Epoch: 146/400 || Iters: 130/156 || Lr: 0.006649 || Loss: 0.0086 || Loss_b: 0.0673 || Cost Time: 6:11:17 || Estimated Time: 10:47:07 2020-11-03 16:15:33,485 Segmentron INFO: Epoch: 146/400 || Iters: 140/156 || Lr: 0.006647 || Loss: 0.0135 || Loss_b: 0.0803 || Cost Time: 6:11:28 || Estimated Time: 10:46:58 2020-11-03 16:15:41,850 Segmentron INFO: Epoch: 146/400 || Iters: 150/156 || Lr: 0.006646 || Loss: 0.0127 || Loss_b: 0.0755 || Cost Time: 6:11:36 || Estimated Time: 10:46:46 2020-11-03 16:15:48,348 Segmentron INFO: Epoch 146 model saved in: workdir/a2-2-3-400e/146.pth 2020-11-03 16:15:51,925 Segmentron INFO: Epoch: 147/400 || Iters: 4/156 || Lr: 0.006644 || Loss: 0.0107 || Loss_b: 0.1213 || Cost Time: 6:11:46 || Estimated Time: 10:46:37 2020-11-03 16:16:00,868 Segmentron INFO: Epoch: 147/400 || Iters: 14/156 || Lr: 0.006643 || Loss: 0.0099 || Loss_b: 0.0997 || Cost Time: 6:11:55 || Estimated Time: 10:46:25 2020-11-03 16:16:10,541 Segmentron INFO: Epoch: 147/400 || Iters: 24/156 || Lr: 0.006641 || Loss: 0.0099 || Loss_b: 0.0899 || Cost Time: 6:12:05 || Estimated Time: 10:46:15 2020-11-03 16:16:21,045 Segmentron INFO: Epoch: 147/400 || Iters: 34/156 || Lr: 0.006640 || Loss: 0.0125 || Loss_b: 0.0842 || Cost Time: 6:12:15 || Estimated Time: 10:46:07 2020-11-03 16:16:31,202 Segmentron INFO: Epoch: 147/400 || Iters: 44/156 || Lr: 0.006638 || Loss: 0.0204 || Loss_b: 0.0940 || Cost Time: 6:12:26 || Estimated Time: 10:45:58 2020-11-03 16:16:39,707 Segmentron INFO: Epoch: 147/400 || Iters: 54/156 || Lr: 0.006637 || Loss: 0.0223 || Loss_b: 0.0870 || Cost Time: 6:12:34 || Estimated Time: 10:45:46 2020-11-03 16:16:49,537 Segmentron INFO: Epoch: 147/400 || Iters: 64/156 || Lr: 0.006635 || Loss: 0.0132 || Loss_b: 0.0763 || Cost Time: 6:12:44 || Estimated Time: 10:45:36 2020-11-03 16:16:59,820 Segmentron INFO: Epoch: 147/400 || Iters: 74/156 || Lr: 0.006634 || Loss: 0.0092 || Loss_b: 0.0745 || Cost Time: 6:12:54 || Estimated Time: 10:45:27 2020-11-03 16:17:09,393 Segmentron INFO: Epoch: 147/400 || Iters: 84/156 || Lr: 0.006632 || Loss: 0.0110 || Loss_b: 0.0730 || Cost Time: 6:13:04 || Estimated Time: 10:45:17 2020-11-03 16:17:18,292 Segmentron INFO: Epoch: 147/400 || Iters: 94/156 || Lr: 0.006631 || Loss: 0.0134 || Loss_b: 0.0832 || Cost Time: 6:13:13 || Estimated Time: 10:45:05 2020-11-03 16:17:27,552 Segmentron INFO: Epoch: 147/400 || Iters: 104/156 || Lr: 0.006629 || Loss: 0.0148 || Loss_b: 0.0733 || Cost Time: 6:13:22 || Estimated Time: 10:44:55 2020-11-03 16:17:42,637 Segmentron INFO: Epoch: 147/400 || Iters: 114/156 || Lr: 0.006628 || Loss: 0.0164 || Loss_b: 0.0835 || Cost Time: 6:13:37 || Estimated Time: 10:44:54 2020-11-03 16:17:51,437 Segmentron INFO: Epoch: 147/400 || Iters: 124/156 || Lr: 0.006626 || Loss: 0.0120 || Loss_b: 0.0737 || Cost Time: 6:13:46 || Estimated Time: 10:44:42 2020-11-03 16:18:00,627 Segmentron INFO: Epoch: 147/400 || Iters: 134/156 || Lr: 0.006625 || Loss: 0.0100 || Loss_b: 0.0865 || Cost Time: 6:13:55 || Estimated Time: 10:44:32 2020-11-03 16:18:09,675 Segmentron INFO: Epoch: 147/400 || Iters: 144/156 || Lr: 0.006623 || Loss: 0.0111 || Loss_b: 0.0747 || Cost Time: 6:14:04 || Estimated Time: 10:44:21 2020-11-03 16:18:19,235 Segmentron INFO: Epoch: 147/400 || Iters: 154/156 || Lr: 0.006622 || Loss: 0.0096 || Loss_b: 0.0822 || Cost Time: 6:14:14 || Estimated Time: 10:44:10 2020-11-03 16:18:21,711 Segmentron INFO: Epoch 147 model saved in: workdir/a2-2-3-400e/147.pth 2020-11-03 16:18:29,179 Segmentron INFO: Epoch: 148/400 || Iters: 8/156 || Lr: 0.006620 || Loss: 0.0096 || Loss_b: 0.0799 || Cost Time: 6:14:24 || Estimated Time: 10:44:01 2020-11-03 16:18:38,389 Segmentron INFO: Epoch: 148/400 || Iters: 18/156 || Lr: 0.006619 || Loss: 0.0101 || Loss_b: 0.0724 || Cost Time: 6:14:33 || Estimated Time: 10:43:50 2020-11-03 16:18:48,158 Segmentron INFO: Epoch: 148/400 || Iters: 28/156 || Lr: 0.006617 || Loss: 0.0091 || Loss_b: 0.0673 || Cost Time: 6:14:43 || Estimated Time: 10:43:40 2020-11-03 16:18:57,015 Segmentron INFO: Epoch: 148/400 || Iters: 38/156 || Lr: 0.006616 || Loss: 0.0130 || Loss_b: 0.0776 || Cost Time: 6:14:51 || Estimated Time: 10:43:29 2020-11-03 16:19:08,991 Segmentron INFO: Epoch: 148/400 || Iters: 48/156 || Lr: 0.006614 || Loss: 0.0177 || Loss_b: 0.8837 || Cost Time: 6:15:03 || Estimated Time: 10:43:23 2020-11-03 16:19:20,322 Segmentron INFO: Epoch: 148/400 || Iters: 58/156 || Lr: 0.006613 || Loss: 0.0107 || Loss_b: 0.9365 || Cost Time: 6:15:15 || Estimated Time: 10:43:16 2020-11-03 16:19:28,165 Segmentron INFO: Epoch: 148/400 || Iters: 68/156 || Lr: 0.006611 || Loss: 0.0164 || Loss_b: 0.9238 || Cost Time: 6:15:23 || Estimated Time: 10:43:02 2020-11-03 16:19:37,760 Segmentron INFO: Epoch: 148/400 || Iters: 78/156 || Lr: 0.006610 || Loss: 0.0145 || Loss_b: 0.9200 || Cost Time: 6:15:32 || Estimated Time: 10:42:52 2020-11-03 16:19:46,902 Segmentron INFO: Epoch: 148/400 || Iters: 88/156 || Lr: 0.006608 || Loss: 0.0125 || Loss_b: 0.9157 || Cost Time: 6:15:41 || Estimated Time: 10:42:41 2020-11-03 16:19:57,704 Segmentron INFO: Epoch: 148/400 || Iters: 98/156 || Lr: 0.006607 || Loss: 0.0103 || Loss_b: 0.9109 || Cost Time: 6:15:52 || Estimated Time: 10:42:33 2020-11-03 16:20:07,383 Segmentron INFO: Epoch: 148/400 || Iters: 108/156 || Lr: 0.006605 || Loss: 0.0128 || Loss_b: 0.8970 || Cost Time: 6:16:02 || Estimated Time: 10:42:23 2020-11-03 16:20:17,025 Segmentron INFO: Epoch: 148/400 || Iters: 118/156 || Lr: 0.006604 || Loss: 0.0132 || Loss_b: 0.8581 || Cost Time: 6:16:11 || Estimated Time: 10:42:13 2020-11-03 16:20:27,622 Segmentron INFO: Epoch: 148/400 || Iters: 128/156 || Lr: 0.006602 || Loss: 0.0169 || Loss_b: 0.7925 || Cost Time: 6:16:22 || Estimated Time: 10:42:05 2020-11-03 16:20:35,889 Segmentron INFO: Epoch: 148/400 || Iters: 138/156 || Lr: 0.006601 || Loss: 0.0101 || Loss_b: 0.2363 || Cost Time: 6:16:30 || Estimated Time: 10:41:53 2020-11-03 16:20:45,066 Segmentron INFO: Epoch: 148/400 || Iters: 148/156 || Lr: 0.006599 || Loss: 0.0085 || Loss_b: 0.1813 || Cost Time: 6:16:39 || Estimated Time: 10:41:42 2020-11-03 16:20:54,392 Segmentron INFO: Epoch 148 model saved in: workdir/a2-2-3-400e/148.pth 2020-11-03 16:20:55,999 Segmentron INFO: Epoch: 149/400 || Iters: 2/156 || Lr: 0.006598 || Loss: 0.0125 || Loss_b: 0.0860 || Cost Time: 6:16:50 || Estimated Time: 10:41:34 2020-11-03 16:21:05,739 Segmentron INFO: Epoch: 149/400 || Iters: 12/156 || Lr: 0.006596 || Loss: 0.0112 || Loss_b: 0.0831 || Cost Time: 6:17:00 || Estimated Time: 10:41:24 2020-11-03 16:21:14,536 Segmentron INFO: Epoch: 149/400 || Iters: 22/156 || Lr: 0.006595 || Loss: 0.0097 || Loss_b: 0.0781 || Cost Time: 6:17:09 || Estimated Time: 10:41:12 2020-11-03 16:21:24,711 Segmentron INFO: Epoch: 149/400 || Iters: 32/156 || Lr: 0.006593 || Loss: 0.0118 || Loss_b: 0.0850 || Cost Time: 6:17:19 || Estimated Time: 10:41:03 2020-11-03 16:21:33,911 Segmentron INFO: Epoch: 149/400 || Iters: 42/156 || Lr: 0.006592 || Loss: 0.0085 || Loss_b: 0.0941 || Cost Time: 6:17:28 || Estimated Time: 10:40:53 2020-11-03 16:21:43,362 Segmentron INFO: Epoch: 149/400 || Iters: 52/156 || Lr: 0.006590 || Loss: 0.0088 || Loss_b: 0.0800 || Cost Time: 6:17:38 || Estimated Time: 10:40:42 2020-11-03 16:21:54,362 Segmentron INFO: Epoch: 149/400 || Iters: 62/156 || Lr: 0.006589 || Loss: 0.0125 || Loss_b: 0.0791 || Cost Time: 6:17:49 || Estimated Time: 10:40:34 2020-11-03 16:22:04,124 Segmentron INFO: Epoch: 149/400 || Iters: 72/156 || Lr: 0.006587 || Loss: 0.0075 || Loss_b: 0.0720 || Cost Time: 6:17:59 || Estimated Time: 10:40:25 2020-11-03 16:22:13,381 Segmentron INFO: Epoch: 149/400 || Iters: 82/156 || Lr: 0.006586 || Loss: 0.0083 || Loss_b: 0.0662 || Cost Time: 6:18:08 || Estimated Time: 10:40:14 2020-11-03 16:22:23,766 Segmentron INFO: Epoch: 149/400 || Iters: 92/156 || Lr: 0.006584 || Loss: 0.0114 || Loss_b: 0.0698 || Cost Time: 6:18:18 || Estimated Time: 10:40:05 2020-11-03 16:22:34,215 Segmentron INFO: Epoch: 149/400 || Iters: 102/156 || Lr: 0.006583 || Loss: 0.0112 || Loss_b: 0.0784 || Cost Time: 6:18:29 || Estimated Time: 10:39:56 2020-11-03 16:22:43,672 Segmentron INFO: Epoch: 149/400 || Iters: 112/156 || Lr: 0.006581 || Loss: 0.0125 || Loss_b: 0.0770 || Cost Time: 6:18:38 || Estimated Time: 10:39:46 2020-11-03 16:22:54,967 Segmentron INFO: Epoch: 149/400 || Iters: 122/156 || Lr: 0.006579 || Loss: 0.0107 || Loss_b: 0.0715 || Cost Time: 6:18:49 || Estimated Time: 10:39:39 2020-11-03 16:23:03,731 Segmentron INFO: Epoch: 149/400 || Iters: 132/156 || Lr: 0.006578 || Loss: 0.0097 || Loss_b: 0.0710 || Cost Time: 6:18:58 || Estimated Time: 10:39:27 2020-11-03 16:23:13,338 Segmentron INFO: Epoch: 149/400 || Iters: 142/156 || Lr: 0.006576 || Loss: 0.0136 || Loss_b: 0.0761 || Cost Time: 6:19:08 || Estimated Time: 10:39:17 2020-11-03 16:23:22,654 Segmentron INFO: Epoch: 149/400 || Iters: 152/156 || Lr: 0.006575 || Loss: 0.0118 || Loss_b: 0.0734 || Cost Time: 6:19:17 || Estimated Time: 10:39:07 2020-11-03 16:23:27,047 Segmentron INFO: Epoch 149 model saved in: workdir/a2-2-3-400e/149.pth 2020-11-03 16:23:33,981 Segmentron INFO: Epoch: 150/400 || Iters: 6/156 || Lr: 0.006573 || Loss: 0.0093 || Loss_b: 0.0747 || Cost Time: 6:19:28 || Estimated Time: 10:38:59 2020-11-03 16:23:42,095 Segmentron INFO: Epoch: 150/400 || Iters: 16/156 || Lr: 0.006572 || Loss: 0.0103 || Loss_b: 0.0731 || Cost Time: 6:19:36 || Estimated Time: 10:38:47 2020-11-03 16:23:50,819 Segmentron INFO: Epoch: 150/400 || Iters: 26/156 || Lr: 0.006570 || Loss: 0.0086 || Loss_b: 0.0857 || Cost Time: 6:19:45 || Estimated Time: 10:38:35 2020-11-03 16:23:59,858 Segmentron INFO: Epoch: 150/400 || Iters: 36/156 || Lr: 0.006569 || Loss: 0.0119 || Loss_b: 0.0731 || Cost Time: 6:19:54 || Estimated Time: 10:38:24 2020-11-03 16:24:12,377 Segmentron INFO: Epoch: 150/400 || Iters: 46/156 || Lr: 0.006567 || Loss: 0.0129 || Loss_b: 0.0774 || Cost Time: 6:20:07 || Estimated Time: 10:38:19 2020-11-03 16:24:21,347 Segmentron INFO: Epoch: 150/400 || Iters: 56/156 || Lr: 0.006566 || Loss: 0.0156 || Loss_b: 0.0932 || Cost Time: 6:20:16 || Estimated Time: 10:38:08 2020-11-03 16:24:30,640 Segmentron INFO: Epoch: 150/400 || Iters: 66/156 || Lr: 0.006564 || Loss: 0.0085 || Loss_b: 0.0798 || Cost Time: 6:20:25 || Estimated Time: 10:37:57 2020-11-03 16:24:40,609 Segmentron INFO: Epoch: 150/400 || Iters: 76/156 || Lr: 0.006563 || Loss: 0.0163 || Loss_b: 0.0806 || Cost Time: 6:20:35 || Estimated Time: 10:37:48 2020-11-03 16:24:52,899 Segmentron INFO: Epoch: 150/400 || Iters: 86/156 || Lr: 0.006561 || Loss: 0.0100 || Loss_b: 0.0776 || Cost Time: 6:20:47 || Estimated Time: 10:37:42 2020-11-03 16:25:01,852 Segmentron INFO: Epoch: 150/400 || Iters: 96/156 || Lr: 0.006560 || Loss: 0.0088 || Loss_b: 0.0678 || Cost Time: 6:20:56 || Estimated Time: 10:37:31 2020-11-03 16:25:10,637 Segmentron INFO: Epoch: 150/400 || Iters: 106/156 || Lr: 0.006558 || Loss: 0.0109 || Loss_b: 0.0706 || Cost Time: 6:21:05 || Estimated Time: 10:37:19 2020-11-03 16:25:19,992 Segmentron INFO: Epoch: 150/400 || Iters: 116/156 || Lr: 0.006557 || Loss: 0.0100 || Loss_b: 0.0682 || Cost Time: 6:21:14 || Estimated Time: 10:37:09 2020-11-03 16:25:29,643 Segmentron INFO: Epoch: 150/400 || Iters: 126/156 || Lr: 0.006555 || Loss: 0.0098 || Loss_b: 0.0732 || Cost Time: 6:21:24 || Estimated Time: 10:36:59 2020-11-03 16:25:38,524 Segmentron INFO: Epoch: 150/400 || Iters: 136/156 || Lr: 0.006554 || Loss: 0.0130 || Loss_b: 0.0726 || Cost Time: 6:21:33 || Estimated Time: 10:36:47 2020-11-03 16:25:48,007 Segmentron INFO: Epoch: 150/400 || Iters: 146/156 || Lr: 0.006552 || Loss: 0.0093 || Loss_b: 0.0830 || Cost Time: 6:21:42 || Estimated Time: 10:36:37 2020-11-03 16:25:58,822 Segmentron INFO: Epoch: 150/400 || Iters: 0/156 || Lr: 0.006551 || Loss: 0.0102 || Loss_b: 0.0786 || Cost Time: 6:21:53 || Estimated Time: 10:36:29 2020-11-03 16:25:59,623 Segmentron INFO: Epoch 150 model saved in: workdir/a2-2-3-400e/150.pth 2020-11-03 16:26:08,661 Segmentron INFO: Epoch: 151/400 || Iters: 10/156 || Lr: 0.006549 || Loss: 0.0151 || Loss_b: 0.0759 || Cost Time: 6:22:03 || Estimated Time: 10:36:19 2020-11-03 16:26:18,110 Segmentron INFO: Epoch: 151/400 || Iters: 20/156 || Lr: 0.006548 || Loss: 0.0088 || Loss_b: 0.0648 || Cost Time: 6:22:13 || Estimated Time: 10:36:09 2020-11-03 16:26:27,480 Segmentron INFO: Epoch: 151/400 || Iters: 30/156 || Lr: 0.006546 || Loss: 0.0109 || Loss_b: 0.0741 || Cost Time: 6:22:22 || Estimated Time: 10:35:58 2020-11-03 16:26:36,716 Segmentron INFO: Epoch: 151/400 || Iters: 40/156 || Lr: 0.006545 || Loss: 0.0167 || Loss_b: 0.0762 || Cost Time: 6:22:31 || Estimated Time: 10:35:48 2020-11-03 16:26:46,099 Segmentron INFO: Epoch: 151/400 || Iters: 50/156 || Lr: 0.006543 || Loss: 0.0135 || Loss_b: 0.0824 || Cost Time: 6:22:40 || Estimated Time: 10:35:37 2020-11-03 16:26:55,167 Segmentron INFO: Epoch: 151/400 || Iters: 60/156 || Lr: 0.006542 || Loss: 0.0127 || Loss_b: 0.0769 || Cost Time: 6:22:50 || Estimated Time: 10:35:26 2020-11-03 16:27:05,405 Segmentron INFO: Epoch: 151/400 || Iters: 70/156 || Lr: 0.006540 || Loss: 0.0115 || Loss_b: 0.0762 || Cost Time: 6:23:00 || Estimated Time: 10:35:17 2020-11-03 16:27:14,241 Segmentron INFO: Epoch: 151/400 || Iters: 80/156 || Lr: 0.006539 || Loss: 0.0082 || Loss_b: 0.0660 || Cost Time: 6:23:09 || Estimated Time: 10:35:06 2020-11-03 16:27:24,914 Segmentron INFO: Epoch: 151/400 || Iters: 90/156 || Lr: 0.006537 || Loss: 0.0298 || Loss_b: 0.1029 || Cost Time: 6:23:19 || Estimated Time: 10:34:58 2020-11-03 16:27:36,181 Segmentron INFO: Epoch: 151/400 || Iters: 100/156 || Lr: 0.006536 || Loss: 0.0082 || Loss_b: 0.0690 || Cost Time: 6:23:31 || Estimated Time: 10:34:50 2020-11-03 16:27:45,395 Segmentron INFO: Epoch: 151/400 || Iters: 110/156 || Lr: 0.006534 || Loss: 0.0128 || Loss_b: 0.3496 || Cost Time: 6:23:40 || Estimated Time: 10:34:39 2020-11-03 16:27:54,473 Segmentron INFO: Epoch: 151/400 || Iters: 120/156 || Lr: 0.006533 || Loss: 0.0161 || Loss_b: 0.1189 || Cost Time: 6:23:49 || Estimated Time: 10:34:28 2020-11-03 16:28:03,673 Segmentron INFO: Epoch: 151/400 || Iters: 130/156 || Lr: 0.006531 || Loss: 0.0077 || Loss_b: 0.0858 || Cost Time: 6:23:58 || Estimated Time: 10:34:18 2020-11-03 16:28:12,643 Segmentron INFO: Epoch: 151/400 || Iters: 140/156 || Lr: 0.006530 || Loss: 0.0123 || Loss_b: 0.0783 || Cost Time: 6:24:07 || Estimated Time: 10:34:07 2020-11-03 16:28:23,969 Segmentron INFO: Epoch: 151/400 || Iters: 150/156 || Lr: 0.006528 || Loss: 0.0114 || Loss_b: 0.0764 || Cost Time: 6:24:18 || Estimated Time: 10:33:59 2020-11-03 16:28:31,845 Segmentron INFO: Epoch 151 model saved in: workdir/a2-2-3-400e/151.pth 2020-11-03 16:28:35,771 Segmentron INFO: Epoch: 152/400 || Iters: 4/156 || Lr: 0.006527 || Loss: 0.0183 || Loss_b: 0.0853 || Cost Time: 6:24:30 || Estimated Time: 10:33:53 2020-11-03 16:28:43,578 Segmentron INFO: Epoch: 152/400 || Iters: 14/156 || Lr: 0.006525 || Loss: 0.0072 || Loss_b: 0.0696 || Cost Time: 6:24:38 || Estimated Time: 10:33:40 2020-11-03 16:28:53,296 Segmentron INFO: Epoch: 152/400 || Iters: 24/156 || Lr: 0.006524 || Loss: 0.0069 || Loss_b: 0.0654 || Cost Time: 6:24:48 || Estimated Time: 10:33:30 2020-11-03 16:29:03,085 Segmentron INFO: Epoch: 152/400 || Iters: 34/156 || Lr: 0.006522 || Loss: 0.0100 || Loss_b: 0.0733 || Cost Time: 6:24:57 || Estimated Time: 10:33:20 2020-11-03 16:29:12,417 Segmentron INFO: Epoch: 152/400 || Iters: 44/156 || Lr: 0.006521 || Loss: 0.0189 || Loss_b: 0.0800 || Cost Time: 6:25:07 || Estimated Time: 10:33:09 2020-11-03 16:29:21,473 Segmentron INFO: Epoch: 152/400 || Iters: 54/156 || Lr: 0.006519 || Loss: 0.0243 || Loss_b: 0.0788 || Cost Time: 6:25:16 || Estimated Time: 10:32:58 2020-11-03 16:29:33,999 Segmentron INFO: Epoch: 152/400 || Iters: 64/156 || Lr: 0.006517 || Loss: 0.0129 || Loss_b: 0.0766 || Cost Time: 6:25:28 || Estimated Time: 10:32:53 2020-11-03 16:29:42,375 Segmentron INFO: Epoch: 152/400 || Iters: 74/156 || Lr: 0.006516 || Loss: 0.0103 || Loss_b: 0.0763 || Cost Time: 6:25:37 || Estimated Time: 10:32:41 2020-11-03 16:29:52,588 Segmentron INFO: Epoch: 152/400 || Iters: 84/156 || Lr: 0.006514 || Loss: 0.0102 || Loss_b: 0.0704 || Cost Time: 6:25:47 || Estimated Time: 10:32:32 2020-11-03 16:30:02,487 Segmentron INFO: Epoch: 152/400 || Iters: 94/156 || Lr: 0.006513 || Loss: 0.0139 || Loss_b: 0.0805 || Cost Time: 6:25:57 || Estimated Time: 10:32:22 2020-11-03 16:30:12,360 Segmentron INFO: Epoch: 152/400 || Iters: 104/156 || Lr: 0.006511 || Loss: 0.0127 || Loss_b: 0.0712 || Cost Time: 6:26:07 || Estimated Time: 10:32:13 2020-11-03 16:30:20,938 Segmentron INFO: Epoch: 152/400 || Iters: 114/156 || Lr: 0.006510 || Loss: 0.0103 || Loss_b: 0.0701 || Cost Time: 6:26:15 || Estimated Time: 10:32:01 2020-11-03 16:30:31,401 Segmentron INFO: Epoch: 152/400 || Iters: 124/156 || Lr: 0.006508 || Loss: 0.0081 || Loss_b: 0.0693 || Cost Time: 6:26:26 || Estimated Time: 10:31:52 2020-11-03 16:30:41,332 Segmentron INFO: Epoch: 152/400 || Iters: 134/156 || Lr: 0.006507 || Loss: 0.0098 || Loss_b: 0.0690 || Cost Time: 6:26:36 || Estimated Time: 10:31:43 2020-11-03 16:30:50,142 Segmentron INFO: Epoch: 152/400 || Iters: 144/156 || Lr: 0.006505 || Loss: 0.0106 || Loss_b: 0.0683 || Cost Time: 6:26:45 || Estimated Time: 10:31:31 2020-11-03 16:30:59,935 Segmentron INFO: Epoch: 152/400 || Iters: 154/156 || Lr: 0.006504 || Loss: 0.0097 || Loss_b: 0.0688 || Cost Time: 6:26:54 || Estimated Time: 10:31:21 2020-11-03 16:31:03,723 Segmentron INFO: Epoch 152 model saved in: workdir/a2-2-3-400e/152.pth 2020-11-03 16:31:11,256 Segmentron INFO: Epoch: 153/400 || Iters: 8/156 || Lr: 0.006502 || Loss: 0.0084 || Loss_b: 0.0648 || Cost Time: 6:27:06 || Estimated Time: 10:31:14 2020-11-03 16:31:19,778 Segmentron INFO: Epoch: 153/400 || Iters: 18/156 || Lr: 0.006501 || Loss: 0.0125 || Loss_b: 0.0759 || Cost Time: 6:27:14 || Estimated Time: 10:31:02 2020-11-03 16:31:28,753 Segmentron INFO: Epoch: 153/400 || Iters: 28/156 || Lr: 0.006499 || Loss: 0.0102 || Loss_b: 0.0725 || Cost Time: 6:27:23 || Estimated Time: 10:30:51 2020-11-03 16:31:39,108 Segmentron INFO: Epoch: 153/400 || Iters: 38/156 || Lr: 0.006498 || Loss: 0.0185 || Loss_b: 0.0836 || Cost Time: 6:27:34 || Estimated Time: 10:30:42 2020-11-03 16:31:49,379 Segmentron INFO: Epoch: 153/400 || Iters: 48/156 || Lr: 0.006496 || Loss: 0.0126 || Loss_b: 0.0698 || Cost Time: 6:27:44 || Estimated Time: 10:30:33 2020-11-03 16:31:58,603 Segmentron INFO: Epoch: 153/400 || Iters: 58/156 || Lr: 0.006495 || Loss: 0.0161 || Loss_b: 0.0830 || Cost Time: 6:27:53 || Estimated Time: 10:30:23 2020-11-03 16:32:08,240 Segmentron INFO: Epoch: 153/400 || Iters: 68/156 || Lr: 0.006493 || Loss: 0.0157 || Loss_b: 0.0802 || Cost Time: 6:28:03 || Estimated Time: 10:30:13 2020-11-03 16:32:19,509 Segmentron INFO: Epoch: 153/400 || Iters: 78/156 || Lr: 0.006492 || Loss: 0.0111 || Loss_b: 0.0728 || Cost Time: 6:28:14 || Estimated Time: 10:30:05 2020-11-03 16:32:29,954 Segmentron INFO: Epoch: 153/400 || Iters: 88/156 || Lr: 0.006490 || Loss: 0.0081 || Loss_b: 0.0657 || Cost Time: 6:28:24 || Estimated Time: 10:29:56 2020-11-03 16:32:39,782 Segmentron INFO: Epoch: 153/400 || Iters: 98/156 || Lr: 0.006489 || Loss: 0.0097 || Loss_b: 0.0714 || Cost Time: 6:28:34 || Estimated Time: 10:29:47 2020-11-03 16:32:48,789 Segmentron INFO: Epoch: 153/400 || Iters: 108/156 || Lr: 0.006487 || Loss: 0.0116 || Loss_b: 0.0740 || Cost Time: 6:28:43 || Estimated Time: 10:29:36 2020-11-03 16:32:59,634 Segmentron INFO: Epoch: 153/400 || Iters: 118/156 || Lr: 0.006486 || Loss: 0.0078 || Loss_b: 0.4125 || Cost Time: 6:28:54 || Estimated Time: 10:29:28 2020-11-03 16:33:08,249 Segmentron INFO: Epoch: 153/400 || Iters: 128/156 || Lr: 0.006484 || Loss: 0.0118 || Loss_b: 0.1358 || Cost Time: 6:29:03 || Estimated Time: 10:29:16 2020-11-03 16:33:17,889 Segmentron INFO: Epoch: 153/400 || Iters: 138/156 || Lr: 0.006483 || Loss: 0.0099 || Loss_b: 0.0754 || Cost Time: 6:29:12 || Estimated Time: 10:29:06 2020-11-03 16:33:26,900 Segmentron INFO: Epoch: 153/400 || Iters: 148/156 || Lr: 0.006481 || Loss: 0.0118 || Loss_b: 0.0741 || Cost Time: 6:29:21 || Estimated Time: 10:28:55 2020-11-03 16:33:36,256 Segmentron INFO: Epoch 153 model saved in: workdir/a2-2-3-400e/153.pth 2020-11-03 16:33:38,101 Segmentron INFO: Epoch: 154/400 || Iters: 2/156 || Lr: 0.006480 || Loss: 0.0097 || Loss_b: 0.0804 || Cost Time: 6:29:32 || Estimated Time: 10:28:47 2020-11-03 16:33:46,981 Segmentron INFO: Epoch: 154/400 || Iters: 12/156 || Lr: 0.006478 || Loss: 0.0072 || Loss_b: 0.0774 || Cost Time: 6:29:41 || Estimated Time: 10:28:36 2020-11-03 16:33:58,350 Segmentron INFO: Epoch: 154/400 || Iters: 22/156 || Lr: 0.006477 || Loss: 0.0087 || Loss_b: 0.0743 || Cost Time: 6:29:53 || Estimated Time: 10:28:29 2020-11-03 16:34:08,457 Segmentron INFO: Epoch: 154/400 || Iters: 32/156 || Lr: 0.006475 || Loss: 0.0087 || Loss_b: 0.0756 || Cost Time: 6:30:03 || Estimated Time: 10:28:19 2020-11-03 16:34:17,027 Segmentron INFO: Epoch: 154/400 || Iters: 42/156 || Lr: 0.006474 || Loss: 0.0095 || Loss_b: 0.0745 || Cost Time: 6:30:11 || Estimated Time: 10:28:08 2020-11-03 16:34:27,301 Segmentron INFO: Epoch: 154/400 || Iters: 52/156 || Lr: 0.006472 || Loss: 0.0131 || Loss_b: 0.0804 || Cost Time: 6:30:22 || Estimated Time: 10:27:59 2020-11-03 16:34:35,784 Segmentron INFO: Epoch: 154/400 || Iters: 62/156 || Lr: 0.006471 || Loss: 0.0083 || Loss_b: 0.0684 || Cost Time: 6:30:30 || Estimated Time: 10:27:47 2020-11-03 16:34:44,599 Segmentron INFO: Epoch: 154/400 || Iters: 72/156 || Lr: 0.006469 || Loss: 0.0127 || Loss_b: 0.0787 || Cost Time: 6:30:39 || Estimated Time: 10:27:35 2020-11-03 16:34:53,837 Segmentron INFO: Epoch: 154/400 || Iters: 82/156 || Lr: 0.006468 || Loss: 0.0147 || Loss_b: 0.0803 || Cost Time: 6:30:48 || Estimated Time: 10:27:25 2020-11-03 16:35:03,159 Segmentron INFO: Epoch: 154/400 || Iters: 92/156 || Lr: 0.006466 || Loss: 0.0110 || Loss_b: 0.0779 || Cost Time: 6:30:58 || Estimated Time: 10:27:14 2020-11-03 16:35:14,006 Segmentron INFO: Epoch: 154/400 || Iters: 102/156 || Lr: 0.006465 || Loss: 0.0187 || Loss_b: 0.0853 || Cost Time: 6:31:08 || Estimated Time: 10:27:06 2020-11-03 16:35:23,184 Segmentron INFO: Epoch: 154/400 || Iters: 112/156 || Lr: 0.006463 || Loss: 0.0113 || Loss_b: 0.0774 || Cost Time: 6:31:18 || Estimated Time: 10:26:55 2020-11-03 16:35:33,768 Segmentron INFO: Epoch: 154/400 || Iters: 122/156 || Lr: 0.006462 || Loss: 0.0084 || Loss_b: 0.0732 || Cost Time: 6:31:28 || Estimated Time: 10:26:47 2020-11-03 16:35:43,229 Segmentron INFO: Epoch: 154/400 || Iters: 132/156 || Lr: 0.006460 || Loss: 0.0113 || Loss_b: 0.0766 || Cost Time: 6:31:38 || Estimated Time: 10:26:36 2020-11-03 16:35:51,918 Segmentron INFO: Epoch: 154/400 || Iters: 142/156 || Lr: 0.006458 || Loss: 0.0140 || Loss_b: 0.0764 || Cost Time: 6:31:46 || Estimated Time: 10:26:25 2020-11-03 16:36:03,571 Segmentron INFO: Epoch: 154/400 || Iters: 152/156 || Lr: 0.006457 || Loss: 0.0065 || Loss_b: 0.0626 || Cost Time: 6:31:58 || Estimated Time: 10:26:18 2020-11-03 16:36:08,124 Segmentron INFO: Epoch 154 model saved in: workdir/a2-2-3-400e/154.pth 2020-11-03 16:36:14,126 Segmentron INFO: Epoch: 155/400 || Iters: 6/156 || Lr: 0.006455 || Loss: 0.0118 || Loss_b: 0.0798 || Cost Time: 6:32:09 || Estimated Time: 10:26:10 2020-11-03 16:36:22,896 Segmentron INFO: Epoch: 155/400 || Iters: 16/156 || Lr: 0.006454 || Loss: 0.0147 || Loss_b: 0.0783 || Cost Time: 6:32:17 || Estimated Time: 10:25:58 2020-11-03 16:36:31,888 Segmentron INFO: Epoch: 155/400 || Iters: 26/156 || Lr: 0.006452 || Loss: 0.0085 || Loss_b: 0.0752 || Cost Time: 6:32:26 || Estimated Time: 10:25:47 2020-11-03 16:36:42,051 Segmentron INFO: Epoch: 155/400 || Iters: 36/156 || Lr: 0.006451 || Loss: 0.0071 || Loss_b: 0.0698 || Cost Time: 6:32:36 || Estimated Time: 10:25:38 2020-11-03 16:36:51,751 Segmentron INFO: Epoch: 155/400 || Iters: 46/156 || Lr: 0.006449 || Loss: 0.0071 || Loss_b: 0.0647 || Cost Time: 6:32:46 || Estimated Time: 10:25:28 2020-11-03 16:37:04,071 Segmentron INFO: Epoch: 155/400 || Iters: 56/156 || Lr: 0.006448 || Loss: 0.0201 || Loss_b: 0.0820 || Cost Time: 6:32:58 || Estimated Time: 10:25:22 2020-11-03 16:37:12,065 Segmentron INFO: Epoch: 155/400 || Iters: 66/156 || Lr: 0.006446 || Loss: 0.0172 || Loss_b: 0.0809 || Cost Time: 6:33:06 || Estimated Time: 10:25:10 2020-11-03 16:37:21,213 Segmentron INFO: Epoch: 155/400 || Iters: 76/156 || Lr: 0.006445 || Loss: 0.0125 || Loss_b: 0.0707 || Cost Time: 6:33:16 || Estimated Time: 10:24:59 2020-11-03 16:37:32,169 Segmentron INFO: Epoch: 155/400 || Iters: 86/156 || Lr: 0.006443 || Loss: 0.0113 || Loss_b: 0.0708 || Cost Time: 6:33:27 || Estimated Time: 10:24:51 2020-11-03 16:37:41,668 Segmentron INFO: Epoch: 155/400 || Iters: 96/156 || Lr: 0.006442 || Loss: 0.0118 || Loss_b: 0.0686 || Cost Time: 6:33:36 || Estimated Time: 10:24:41 2020-11-03 16:37:51,415 Segmentron INFO: Epoch: 155/400 || Iters: 106/156 || Lr: 0.006440 || Loss: 0.0113 || Loss_b: 0.0717 || Cost Time: 6:33:46 || Estimated Time: 10:24:31 2020-11-03 16:37:59,822 Segmentron INFO: Epoch: 155/400 || Iters: 116/156 || Lr: 0.006439 || Loss: 0.0081 || Loss_b: 0.0648 || Cost Time: 6:33:54 || Estimated Time: 10:24:19 2020-11-03 16:38:09,005 Segmentron INFO: Epoch: 155/400 || Iters: 126/156 || Lr: 0.006437 || Loss: 0.0112 || Loss_b: 0.0709 || Cost Time: 6:34:03 || Estimated Time: 10:24:08 2020-11-03 16:38:19,477 Segmentron INFO: Epoch: 155/400 || Iters: 136/156 || Lr: 0.006436 || Loss: 0.0099 || Loss_b: 0.0756 || Cost Time: 6:34:14 || Estimated Time: 10:23:59 2020-11-03 16:38:28,959 Segmentron INFO: Epoch: 155/400 || Iters: 146/156 || Lr: 0.006434 || Loss: 0.0110 || Loss_b: 0.0707 || Cost Time: 6:34:23 || Estimated Time: 10:23:49 2020-11-03 16:38:40,163 Segmentron INFO: Epoch: 155/400 || Iters: 0/156 || Lr: 0.006433 || Loss: 0.0117 || Loss_b: 0.0761 || Cost Time: 6:34:35 || Estimated Time: 10:23:41 2020-11-03 16:38:41,018 Segmentron INFO: Epoch 155 model saved in: workdir/a2-2-3-400e/155.pth 2020-11-03 16:38:50,234 Segmentron INFO: Epoch: 156/400 || Iters: 10/156 || Lr: 0.006431 || Loss: 0.0110 || Loss_b: 0.0698 || Cost Time: 6:34:45 || Estimated Time: 10:23:32 2020-11-03 16:39:01,296 Segmentron INFO: Epoch: 156/400 || Iters: 20/156 || Lr: 0.006430 || Loss: 0.0173 || Loss_b: 0.0839 || Cost Time: 6:34:56 || Estimated Time: 10:23:24 2020-11-03 16:39:09,717 Segmentron INFO: Epoch: 156/400 || Iters: 30/156 || Lr: 0.006428 || Loss: 0.0131 || Loss_b: 0.0802 || Cost Time: 6:35:04 || Estimated Time: 10:23:12 2020-11-03 16:39:20,688 Segmentron INFO: Epoch: 156/400 || Iters: 40/156 || Lr: 0.006427 || Loss: 0.0119 || Loss_b: 0.0773 || Cost Time: 6:35:15 || Estimated Time: 10:23:04 2020-11-03 16:39:28,838 Segmentron INFO: Epoch: 156/400 || Iters: 50/156 || Lr: 0.006425 || Loss: 0.0164 || Loss_b: 0.0808 || Cost Time: 6:35:23 || Estimated Time: 10:22:52 2020-11-03 16:39:38,285 Segmentron INFO: Epoch: 156/400 || Iters: 60/156 || Lr: 0.006424 || Loss: 0.0076 || Loss_b: 0.0713 || Cost Time: 6:35:33 || Estimated Time: 10:22:42 2020-11-03 16:39:47,209 Segmentron INFO: Epoch: 156/400 || Iters: 70/156 || Lr: 0.006422 || Loss: 0.0102 || Loss_b: 0.0703 || Cost Time: 6:35:42 || Estimated Time: 10:22:30 2020-11-03 16:39:59,765 Segmentron INFO: Epoch: 156/400 || Iters: 80/156 || Lr: 0.006421 || Loss: 0.0093 || Loss_b: 0.0696 || Cost Time: 6:35:54 || Estimated Time: 10:22:25 2020-11-03 16:40:08,211 Segmentron INFO: Epoch: 156/400 || Iters: 90/156 || Lr: 0.006419 || Loss: 0.0112 || Loss_b: 0.0712 || Cost Time: 6:36:03 || Estimated Time: 10:22:13 2020-11-03 16:40:17,770 Segmentron INFO: Epoch: 156/400 || Iters: 100/156 || Lr: 0.006418 || Loss: 0.0152 || Loss_b: 0.0879 || Cost Time: 6:36:12 || Estimated Time: 10:22:03 2020-11-03 16:40:26,645 Segmentron INFO: Epoch: 156/400 || Iters: 110/156 || Lr: 0.006416 || Loss: 0.0152 || Loss_b: 0.0762 || Cost Time: 6:36:21 || Estimated Time: 10:21:52 2020-11-03 16:40:35,718 Segmentron INFO: Epoch: 156/400 || Iters: 120/156 || Lr: 0.006415 || Loss: 0.0079 || Loss_b: 0.0684 || Cost Time: 6:36:30 || Estimated Time: 10:21:41 2020-11-03 16:40:44,259 Segmentron INFO: Epoch: 156/400 || Iters: 130/156 || Lr: 0.006413 || Loss: 0.0110 || Loss_b: 0.0705 || Cost Time: 6:36:39 || Estimated Time: 10:21:29 2020-11-03 16:40:54,931 Segmentron INFO: Epoch: 156/400 || Iters: 140/156 || Lr: 0.006412 || Loss: 0.0109 || Loss_b: 0.0698 || Cost Time: 6:36:49 || Estimated Time: 10:21:21 2020-11-03 16:41:04,162 Segmentron INFO: Epoch: 156/400 || Iters: 150/156 || Lr: 0.006410 || Loss: 0.0130 || Loss_b: 0.0751 || Cost Time: 6:36:59 || Estimated Time: 10:21:10 2020-11-03 16:41:10,272 Segmentron INFO: Epoch 156 model saved in: workdir/a2-2-3-400e/156.pth 2020-11-03 16:41:14,170 Segmentron INFO: Epoch: 157/400 || Iters: 4/156 || Lr: 0.006408 || Loss: 0.0105 || Loss_b: 0.0699 || Cost Time: 6:37:09 || Estimated Time: 10:21:01 2020-11-03 16:41:24,353 Segmentron INFO: Epoch: 157/400 || Iters: 14/156 || Lr: 0.006407 || Loss: 0.0125 || Loss_b: 0.0727 || Cost Time: 6:37:19 || Estimated Time: 10:20:51 2020-11-03 16:41:33,270 Segmentron INFO: Epoch: 157/400 || Iters: 24/156 || Lr: 0.006405 || Loss: 0.0080 || Loss_b: 0.0667 || Cost Time: 6:37:28 || Estimated Time: 10:20:40 2020-11-03 16:41:43,651 Segmentron INFO: Epoch: 157/400 || Iters: 34/156 || Lr: 0.006404 || Loss: 0.0123 || Loss_b: 0.0747 || Cost Time: 6:37:38 || Estimated Time: 10:20:31 2020-11-03 16:41:53,175 Segmentron INFO: Epoch: 157/400 || Iters: 44/156 || Lr: 0.006402 || Loss: 0.0075 || Loss_b: 0.1368 || Cost Time: 6:37:48 || Estimated Time: 10:20:21 2020-11-03 16:42:02,597 Segmentron INFO: Epoch: 157/400 || Iters: 54/156 || Lr: 0.006401 || Loss: 0.0109 || Loss_b: 0.0781 || Cost Time: 6:37:57 || Estimated Time: 10:20:11 2020-11-03 16:42:11,989 Segmentron INFO: Epoch: 157/400 || Iters: 64/156 || Lr: 0.006399 || Loss: 0.0076 || Loss_b: 0.0800 || Cost Time: 6:38:06 || Estimated Time: 10:20:00 2020-11-03 16:42:20,539 Segmentron INFO: Epoch: 157/400 || Iters: 74/156 || Lr: 0.006398 || Loss: 0.0130 || Loss_b: 0.0798 || Cost Time: 6:38:15 || Estimated Time: 10:19:49 2020-11-03 16:42:31,185 Segmentron INFO: Epoch: 157/400 || Iters: 84/156 || Lr: 0.006396 || Loss: 0.0104 || Loss_b: 0.0695 || Cost Time: 6:38:26 || Estimated Time: 10:19:40 2020-11-03 16:42:41,864 Segmentron INFO: Epoch: 157/400 || Iters: 94/156 || Lr: 0.006395 || Loss: 0.0109 || Loss_b: 0.0714 || Cost Time: 6:38:36 || Estimated Time: 10:19:32 2020-11-03 16:42:51,311 Segmentron INFO: Epoch: 157/400 || Iters: 104/156 || Lr: 0.006393 || Loss: 0.0089 || Loss_b: 0.0668 || Cost Time: 6:38:46 || Estimated Time: 10:19:21 2020-11-03 16:43:00,263 Segmentron INFO: Epoch: 157/400 || Iters: 114/156 || Lr: 0.006392 || Loss: 0.0114 || Loss_b: 0.0685 || Cost Time: 6:38:55 || Estimated Time: 10:19:10 2020-11-03 16:43:11,306 Segmentron INFO: Epoch: 157/400 || Iters: 124/156 || Lr: 0.006390 || Loss: 0.0162 || Loss_b: 0.0815 || Cost Time: 6:39:06 || Estimated Time: 10:19:03 2020-11-03 16:43:20,100 Segmentron INFO: Epoch: 157/400 || Iters: 134/156 || Lr: 0.006389 || Loss: 0.0135 || Loss_b: 0.0813 || Cost Time: 6:39:14 || Estimated Time: 10:18:51 2020-11-03 16:43:29,626 Segmentron INFO: Epoch: 157/400 || Iters: 144/156 || Lr: 0.006387 || Loss: 0.0110 || Loss_b: 0.0739 || Cost Time: 6:39:24 || Estimated Time: 10:18:41 2020-11-03 16:43:38,914 Segmentron INFO: Epoch: 157/400 || Iters: 154/156 || Lr: 0.006386 || Loss: 0.0170 || Loss_b: 0.0757 || Cost Time: 6:39:33 || Estimated Time: 10:18:30 2020-11-03 16:43:42,055 Segmentron INFO: Epoch 157 model saved in: workdir/a2-2-3-400e/157.pth 2020-11-03 16:43:49,757 Segmentron INFO: Epoch: 158/400 || Iters: 8/156 || Lr: 0.006384 || Loss: 0.0069 || Loss_b: 0.0640 || Cost Time: 6:39:44 || Estimated Time: 10:18:22 2020-11-03 16:43:59,171 Segmentron INFO: Epoch: 158/400 || Iters: 18/156 || Lr: 0.006383 || Loss: 0.0100 || Loss_b: 0.0736 || Cost Time: 6:39:54 || Estimated Time: 10:18:12 2020-11-03 16:44:08,080 Segmentron INFO: Epoch: 158/400 || Iters: 28/156 || Lr: 0.006381 || Loss: 0.0114 || Loss_b: 0.0688 || Cost Time: 6:40:02 || Estimated Time: 10:18:01 2020-11-03 16:44:19,062 Segmentron INFO: Epoch: 158/400 || Iters: 38/156 || Lr: 0.006380 || Loss: 0.0097 || Loss_b: 0.0707 || Cost Time: 6:40:13 || Estimated Time: 10:17:53 2020-11-03 16:44:29,023 Segmentron INFO: Epoch: 158/400 || Iters: 48/156 || Lr: 0.006378 || Loss: 0.0111 || Loss_b: 0.0708 || Cost Time: 6:40:23 || Estimated Time: 10:17:43 2020-11-03 16:44:38,596 Segmentron INFO: Epoch: 158/400 || Iters: 58/156 || Lr: 0.006377 || Loss: 0.0115 || Loss_b: 0.0778 || Cost Time: 6:40:33 || Estimated Time: 10:17:33 2020-11-03 16:44:49,139 Segmentron INFO: Epoch: 158/400 || Iters: 68/156 || Lr: 0.006375 || Loss: 0.0091 || Loss_b: 0.0694 || Cost Time: 6:40:44 || Estimated Time: 10:17:25 2020-11-03 16:44:57,836 Segmentron INFO: Epoch: 158/400 || Iters: 78/156 || Lr: 0.006374 || Loss: 0.0106 || Loss_b: 0.0800 || Cost Time: 6:40:52 || Estimated Time: 10:17:13 2020-11-03 16:45:07,121 Segmentron INFO: Epoch: 158/400 || Iters: 88/156 || Lr: 0.006372 || Loss: 0.0116 || Loss_b: 0.0900 || Cost Time: 6:41:02 || Estimated Time: 10:17:03 2020-11-03 16:45:16,475 Segmentron INFO: Epoch: 158/400 || Iters: 98/156 || Lr: 0.006371 || Loss: 0.0102 || Loss_b: 0.0774 || Cost Time: 6:41:11 || Estimated Time: 10:16:52 2020-11-03 16:45:26,102 Segmentron INFO: Epoch: 158/400 || Iters: 108/156 || Lr: 0.006369 || Loss: 0.0133 || Loss_b: 0.0743 || Cost Time: 6:41:20 || Estimated Time: 10:16:42 2020-11-03 16:45:38,915 Segmentron INFO: Epoch: 158/400 || Iters: 118/156 || Lr: 0.006368 || Loss: 0.0091 || Loss_b: 0.0699 || Cost Time: 6:41:33 || Estimated Time: 10:16:37 2020-11-03 16:45:46,625 Segmentron INFO: Epoch: 158/400 || Iters: 128/156 || Lr: 0.006366 || Loss: 0.0104 || Loss_b: 0.0802 || Cost Time: 6:41:41 || Estimated Time: 10:16:24 2020-11-03 16:45:55,543 Segmentron INFO: Epoch: 158/400 || Iters: 138/156 || Lr: 0.006365 || Loss: 0.0127 || Loss_b: 0.0748 || Cost Time: 6:41:50 || Estimated Time: 10:16:13 2020-11-03 16:46:07,211 Segmentron INFO: Epoch: 158/400 || Iters: 148/156 || Lr: 0.006363 || Loss: 0.0121 || Loss_b: 0.0766 || Cost Time: 6:42:02 || Estimated Time: 10:16:06 2020-11-03 16:46:16,431 Segmentron INFO: Epoch 158 model saved in: workdir/a2-2-3-400e/158.pth 2020-11-03 16:46:17,882 Segmentron INFO: Epoch: 159/400 || Iters: 2/156 || Lr: 0.006361 || Loss: 0.0099 || Loss_b: 0.0675 || Cost Time: 6:42:12 || Estimated Time: 10:15:57 2020-11-03 16:46:26,979 Segmentron INFO: Epoch: 159/400 || Iters: 12/156 || Lr: 0.006360 || Loss: 0.0089 || Loss_b: 0.0713 || Cost Time: 6:42:21 || Estimated Time: 10:15:47 2020-11-03 16:46:36,266 Segmentron INFO: Epoch: 159/400 || Iters: 22/156 || Lr: 0.006358 || Loss: 0.0108 || Loss_b: 0.0684 || Cost Time: 6:42:31 || Estimated Time: 10:15:36 2020-11-03 16:46:44,870 Segmentron INFO: Epoch: 159/400 || Iters: 32/156 || Lr: 0.006357 || Loss: 0.0117 || Loss_b: 0.4314 || Cost Time: 6:42:39 || Estimated Time: 10:15:24 2020-11-03 16:46:56,911 Segmentron INFO: Epoch: 159/400 || Iters: 42/156 || Lr: 0.006355 || Loss: 0.0110 || Loss_b: 0.2582 || Cost Time: 6:42:51 || Estimated Time: 10:15:18 2020-11-03 16:47:07,014 Segmentron INFO: Epoch: 159/400 || Iters: 52/156 || Lr: 0.006354 || Loss: 0.0116 || Loss_b: 0.1019 || Cost Time: 6:43:01 || Estimated Time: 10:15:09 2020-11-03 16:47:15,360 Segmentron INFO: Epoch: 159/400 || Iters: 62/156 || Lr: 0.006352 || Loss: 0.0116 || Loss_b: 0.0832 || Cost Time: 6:43:10 || Estimated Time: 10:14:57 2020-11-03 16:47:27,091 Segmentron INFO: Epoch: 159/400 || Iters: 72/156 || Lr: 0.006351 || Loss: 0.0097 || Loss_b: 0.0821 || Cost Time: 6:43:21 || Estimated Time: 10:14:50 2020-11-03 16:47:36,855 Segmentron INFO: Epoch: 159/400 || Iters: 82/156 || Lr: 0.006349 || Loss: 0.0099 || Loss_b: 0.0732 || Cost Time: 6:43:31 || Estimated Time: 10:14:40 2020-11-03 16:47:46,377 Segmentron INFO: Epoch: 159/400 || Iters: 92/156 || Lr: 0.006348 || Loss: 0.0063 || Loss_b: 0.0633 || Cost Time: 6:43:41 || Estimated Time: 10:14:30 2020-11-03 16:47:54,866 Segmentron INFO: Epoch: 159/400 || Iters: 102/156 || Lr: 0.006346 || Loss: 0.0095 || Loss_b: 0.0685 || Cost Time: 6:43:49 || Estimated Time: 10:14:18 2020-11-03 16:48:03,971 Segmentron INFO: Epoch: 159/400 || Iters: 112/156 || Lr: 0.006345 || Loss: 0.0122 || Loss_b: 0.0789 || Cost Time: 6:43:58 || Estimated Time: 10:14:07 2020-11-03 16:48:13,633 Segmentron INFO: Epoch: 159/400 || Iters: 122/156 || Lr: 0.006343 || Loss: 0.0151 || Loss_b: 0.0779 || Cost Time: 6:44:08 || Estimated Time: 10:13:57 2020-11-03 16:48:23,868 Segmentron INFO: Epoch: 159/400 || Iters: 132/156 || Lr: 0.006342 || Loss: 0.0135 || Loss_b: 0.0773 || Cost Time: 6:44:18 || Estimated Time: 10:13:48 2020-11-03 16:48:33,229 Segmentron INFO: Epoch: 159/400 || Iters: 142/156 || Lr: 0.006340 || Loss: 0.0098 || Loss_b: 0.0710 || Cost Time: 6:44:28 || Estimated Time: 10:13:38 2020-11-03 16:48:42,943 Segmentron INFO: Epoch: 159/400 || Iters: 152/156 || Lr: 0.006339 || Loss: 0.0102 || Loss_b: 0.0701 || Cost Time: 6:44:37 || Estimated Time: 10:13:28 2020-11-03 16:48:47,494 Segmentron INFO: Epoch 159 model saved in: workdir/a2-2-3-400e/159.pth 2020-11-03 16:48:52,586 Segmentron INFO: Epoch: 160/400 || Iters: 6/156 || Lr: 0.006337 || Loss: 0.0113 || Loss_b: 0.0828 || Cost Time: 6:44:47 || Estimated Time: 10:13:18 2020-11-03 16:49:02,684 Segmentron INFO: Epoch: 160/400 || Iters: 16/156 || Lr: 0.006336 || Loss: 0.0100 || Loss_b: 0.0731 || Cost Time: 6:44:57 || Estimated Time: 10:13:09 2020-11-03 16:49:12,055 Segmentron INFO: Epoch: 160/400 || Iters: 26/156 || Lr: 0.006334 || Loss: 0.0121 || Loss_b: 0.0739 || Cost Time: 6:45:06 || Estimated Time: 10:12:58 2020-11-03 16:49:21,986 Segmentron INFO: Epoch: 160/400 || Iters: 36/156 || Lr: 0.006333 || Loss: 0.0108 || Loss_b: 0.0745 || Cost Time: 6:45:16 || Estimated Time: 10:12:49 2020-11-03 16:49:31,839 Segmentron INFO: Epoch: 160/400 || Iters: 46/156 || Lr: 0.006331 || Loss: 0.0106 || Loss_b: 0.0707 || Cost Time: 6:45:26 || Estimated Time: 10:12:39 2020-11-03 16:49:42,765 Segmentron INFO: Epoch: 160/400 || Iters: 56/156 || Lr: 0.006330 || Loss: 0.0101 || Loss_b: 0.0759 || Cost Time: 6:45:37 || Estimated Time: 10:12:31 2020-11-03 16:49:51,982 Segmentron INFO: Epoch: 160/400 || Iters: 66/156 || Lr: 0.006328 || Loss: 0.0086 || Loss_b: 0.0656 || Cost Time: 6:45:46 || Estimated Time: 10:12:20 2020-11-03 16:50:04,878 Segmentron INFO: Epoch: 160/400 || Iters: 76/156 || Lr: 0.006327 || Loss: 0.0125 || Loss_b: 0.0786 || Cost Time: 6:45:59 || Estimated Time: 10:12:15 2020-11-03 16:50:12,821 Segmentron INFO: Epoch: 160/400 || Iters: 86/156 || Lr: 0.006325 || Loss: 0.0124 || Loss_b: 0.0713 || Cost Time: 6:46:07 || Estimated Time: 10:12:02 2020-11-03 16:50:22,558 Segmentron INFO: Epoch: 160/400 || Iters: 96/156 || Lr: 0.006324 || Loss: 0.0135 || Loss_b: 0.6844 || Cost Time: 6:46:17 || Estimated Time: 10:11:53 2020-11-03 16:50:32,763 Segmentron INFO: Epoch: 160/400 || Iters: 106/156 || Lr: 0.006322 || Loss: 0.0069 || Loss_b: 0.9746 || Cost Time: 6:46:27 || Estimated Time: 10:11:43 2020-11-03 16:50:42,228 Segmentron INFO: Epoch: 160/400 || Iters: 116/156 || Lr: 0.006321 || Loss: 0.0119 || Loss_b: 0.9727 || Cost Time: 6:46:37 || Estimated Time: 10:11:33 2020-11-03 16:50:51,853 Segmentron INFO: Epoch: 160/400 || Iters: 126/156 || Lr: 0.006319 || Loss: 0.0082 || Loss_b: 0.9754 || Cost Time: 6:46:46 || Estimated Time: 10:11:23 2020-11-03 16:51:01,104 Segmentron INFO: Epoch: 160/400 || Iters: 136/156 || Lr: 0.006317 || Loss: 0.0113 || Loss_b: 0.9719 || Cost Time: 6:46:55 || Estimated Time: 10:11:12 2020-11-03 16:51:09,791 Segmentron INFO: Epoch: 160/400 || Iters: 146/156 || Lr: 0.006316 || Loss: 0.0091 || Loss_b: 0.9751 || Cost Time: 6:47:04 || Estimated Time: 10:11:01 2020-11-03 16:51:20,048 Segmentron INFO: Epoch: 160/400 || Iters: 0/156 || Lr: 0.006314 || Loss: 0.0134 || Loss_b: 0.9747 || Cost Time: 6:47:14 || Estimated Time: 10:10:52 2020-11-03 16:51:20,903 Segmentron INFO: Epoch 160 model saved in: workdir/a2-2-3-400e/160.pth 2020-11-03 16:51:30,563 Segmentron INFO: Epoch: 161/400 || Iters: 10/156 || Lr: 0.006313 || Loss: 0.0183 || Loss_b: 0.9684 || Cost Time: 6:47:25 || Estimated Time: 10:10:43 2020-11-03 16:51:40,462 Segmentron INFO: Epoch: 161/400 || Iters: 20/156 || Lr: 0.006311 || Loss: 0.0112 || Loss_b: 0.9691 || Cost Time: 6:47:35 || Estimated Time: 10:10:34 2020-11-03 16:51:51,331 Segmentron INFO: Epoch: 161/400 || Iters: 30/156 || Lr: 0.006310 || Loss: 0.0102 || Loss_b: 0.9692 || Cost Time: 6:47:46 || Estimated Time: 10:10:25 2020-11-03 16:51:59,385 Segmentron INFO: Epoch: 161/400 || Iters: 40/156 || Lr: 0.006308 || Loss: 0.0091 || Loss_b: 0.9683 || Cost Time: 6:47:54 || Estimated Time: 10:10:13 2020-11-03 16:52:09,714 Segmentron INFO: Epoch: 161/400 || Iters: 50/156 || Lr: 0.006307 || Loss: 0.0105 || Loss_b: 0.9697 || Cost Time: 6:48:04 || Estimated Time: 10:10:04 2020-11-03 16:52:18,601 Segmentron INFO: Epoch: 161/400 || Iters: 60/156 || Lr: 0.006305 || Loss: 0.0185 || Loss_b: 0.9659 || Cost Time: 6:48:13 || Estimated Time: 10:09:53 2020-11-03 16:52:27,519 Segmentron INFO: Epoch: 161/400 || Iters: 70/156 || Lr: 0.006304 || Loss: 0.0113 || Loss_b: 0.9633 || Cost Time: 6:48:22 || Estimated Time: 10:09:42 2020-11-03 16:52:38,081 Segmentron INFO: Epoch: 161/400 || Iters: 80/156 || Lr: 0.006302 || Loss: 0.0138 || Loss_b: 0.9618 || Cost Time: 6:48:32 || Estimated Time: 10:09:33 2020-11-03 16:52:47,894 Segmentron INFO: Epoch: 161/400 || Iters: 90/156 || Lr: 0.006301 || Loss: 0.0140 || Loss_b: 0.9580 || Cost Time: 6:48:42 || Estimated Time: 10:09:23 2020-11-03 16:52:56,456 Segmentron INFO: Epoch: 161/400 || Iters: 100/156 || Lr: 0.006299 || Loss: 0.0090 || Loss_b: 0.9610 || Cost Time: 6:48:51 || Estimated Time: 10:09:12 2020-11-03 16:53:06,922 Segmentron INFO: Epoch: 161/400 || Iters: 110/156 || Lr: 0.006298 || Loss: 0.0081 || Loss_b: 0.9621 || Cost Time: 6:49:01 || Estimated Time: 10:09:03 2020-11-03 16:53:16,151 Segmentron INFO: Epoch: 161/400 || Iters: 120/156 || Lr: 0.006296 || Loss: 0.0103 || Loss_b: 0.9583 || Cost Time: 6:49:11 || Estimated Time: 10:08:52 2020-11-03 16:53:25,609 Segmentron INFO: Epoch: 161/400 || Iters: 130/156 || Lr: 0.006295 || Loss: 0.0133 || Loss_b: 0.9584 || Cost Time: 6:49:20 || Estimated Time: 10:08:42 2020-11-03 16:53:35,498 Segmentron INFO: Epoch: 161/400 || Iters: 140/156 || Lr: 0.006293 || Loss: 0.0116 || Loss_b: 0.9567 || Cost Time: 6:49:30 || Estimated Time: 10:08:32 2020-11-03 16:53:46,340 Segmentron INFO: Epoch: 161/400 || Iters: 150/156 || Lr: 0.006292 || Loss: 0.0109 || Loss_b: 0.9529 || Cost Time: 6:49:41 || Estimated Time: 10:08:24 2020-11-03 16:53:54,021 Segmentron INFO: Epoch 161 model saved in: workdir/a2-2-3-400e/161.pth 2020-11-03 16:53:56,958 Segmentron INFO: Epoch: 162/400 || Iters: 4/156 || Lr: 0.006290 || Loss: 0.0077 || Loss_b: 0.9565 || Cost Time: 6:49:51 || Estimated Time: 10:08:16 2020-11-03 16:54:05,759 Segmentron INFO: Epoch: 162/400 || Iters: 14/156 || Lr: 0.006289 || Loss: 0.0122 || Loss_b: 0.9504 || Cost Time: 6:50:00 || Estimated Time: 10:08:04 2020-11-03 16:54:14,712 Segmentron INFO: Epoch: 162/400 || Iters: 24/156 || Lr: 0.006287 || Loss: 0.0160 || Loss_b: 0.9514 || Cost Time: 6:50:09 || Estimated Time: 10:07:53 2020-11-03 16:54:23,733 Segmentron INFO: Epoch: 162/400 || Iters: 34/156 || Lr: 0.006286 || Loss: 0.0123 || Loss_b: 0.9493 || Cost Time: 6:50:18 || Estimated Time: 10:07:42 2020-11-03 16:54:36,642 Segmentron INFO: Epoch: 162/400 || Iters: 44/156 || Lr: 0.006284 || Loss: 0.0133 || Loss_b: 0.9488 || Cost Time: 6:50:31 || Estimated Time: 10:07:37 2020-11-03 16:54:45,581 Segmentron INFO: Epoch: 162/400 || Iters: 54/156 || Lr: 0.006283 || Loss: 0.0153 || Loss_b: 0.9417 || Cost Time: 6:50:40 || Estimated Time: 10:07:26 2020-11-03 16:54:55,085 Segmentron INFO: Epoch: 162/400 || Iters: 64/156 || Lr: 0.006281 || Loss: 0.0096 || Loss_b: 0.9455 || Cost Time: 6:50:49 || Estimated Time: 10:07:16 2020-11-03 16:55:04,565 Segmentron INFO: Epoch: 162/400 || Iters: 74/156 || Lr: 0.006280 || Loss: 0.0084 || Loss_b: 0.9473 || Cost Time: 6:50:59 || Estimated Time: 10:07:06 2020-11-03 16:55:13,929 Segmentron INFO: Epoch: 162/400 || Iters: 84/156 || Lr: 0.006278 || Loss: 0.0076 || Loss_b: 0.9471 || Cost Time: 6:51:08 || Estimated Time: 10:06:55 2020-11-03 16:55:22,825 Segmentron INFO: Epoch: 162/400 || Iters: 94/156 || Lr: 0.006276 || Loss: 0.0091 || Loss_b: 0.9388 || Cost Time: 6:51:17 || Estimated Time: 10:06:44 2020-11-03 16:55:34,275 Segmentron INFO: Epoch: 162/400 || Iters: 104/156 || Lr: 0.006275 || Loss: 0.0140 || Loss_b: 0.9330 || Cost Time: 6:51:29 || Estimated Time: 10:06:37 2020-11-03 16:55:44,242 Segmentron INFO: Epoch: 162/400 || Iters: 114/156 || Lr: 0.006273 || Loss: 0.0080 || Loss_b: 0.9380 || Cost Time: 6:51:39 || Estimated Time: 10:06:27 2020-11-03 16:55:54,158 Segmentron INFO: Epoch: 162/400 || Iters: 124/156 || Lr: 0.006272 || Loss: 0.0138 || Loss_b: 0.9349 || Cost Time: 6:51:49 || Estimated Time: 10:06:18 2020-11-03 16:56:04,047 Segmentron INFO: Epoch: 162/400 || Iters: 134/156 || Lr: 0.006270 || Loss: 0.0099 || Loss_b: 0.9327 || Cost Time: 6:51:58 || Estimated Time: 10:06:08 2020-11-03 16:56:14,173 Segmentron INFO: Epoch: 162/400 || Iters: 144/156 || Lr: 0.006269 || Loss: 0.0112 || Loss_b: 0.9293 || Cost Time: 6:52:09 || Estimated Time: 10:05:59 2020-11-03 16:56:22,763 Segmentron INFO: Epoch: 162/400 || Iters: 154/156 || Lr: 0.006267 || Loss: 0.0189 || Loss_b: 0.9210 || Cost Time: 6:52:17 || Estimated Time: 10:05:47 2020-11-03 16:56:25,346 Segmentron INFO: Epoch 162 model saved in: workdir/a2-2-3-400e/162.pth 2020-11-03 16:56:32,272 Segmentron INFO: Epoch: 163/400 || Iters: 8/156 || Lr: 0.006266 || Loss: 0.0143 || Loss_b: 0.9246 || Cost Time: 6:52:27 || Estimated Time: 10:05:37 2020-11-03 16:56:42,124 Segmentron INFO: Epoch: 163/400 || Iters: 18/156 || Lr: 0.006264 || Loss: 0.0101 || Loss_b: 0.9164 || Cost Time: 6:52:37 || Estimated Time: 10:05:27 2020-11-03 16:56:53,950 Segmentron INFO: Epoch: 163/400 || Iters: 28/156 || Lr: 0.006263 || Loss: 0.0149 || Loss_b: 0.8957 || Cost Time: 6:52:48 || Estimated Time: 10:05:21 2020-11-03 16:57:02,542 Segmentron INFO: Epoch: 163/400 || Iters: 38/156 || Lr: 0.006261 || Loss: 0.0185 || Loss_b: 0.8966 || Cost Time: 6:52:57 || Estimated Time: 10:05:09 2020-11-03 16:57:12,359 Segmentron INFO: Epoch: 163/400 || Iters: 48/156 || Lr: 0.006260 || Loss: 0.0096 || Loss_b: 0.9022 || Cost Time: 6:53:07 || Estimated Time: 10:04:59 2020-11-03 16:57:20,743 Segmentron INFO: Epoch: 163/400 || Iters: 58/156 || Lr: 0.006258 || Loss: 0.0119 || Loss_b: 0.8662 || Cost Time: 6:53:15 || Estimated Time: 10:04:47 2020-11-03 16:57:31,113 Segmentron INFO: Epoch: 163/400 || Iters: 68/156 || Lr: 0.006257 || Loss: 0.0285 || Loss_b: 0.7982 || Cost Time: 6:53:26 || Estimated Time: 10:04:39 2020-11-03 16:57:42,239 Segmentron INFO: Epoch: 163/400 || Iters: 78/156 || Lr: 0.006255 || Loss: 0.0105 || Loss_b: 0.5206 || Cost Time: 6:53:37 || Estimated Time: 10:04:31 2020-11-03 16:57:50,869 Segmentron INFO: Epoch: 163/400 || Iters: 88/156 || Lr: 0.006254 || Loss: 0.0092 || Loss_b: 0.1262 || Cost Time: 6:53:45 || Estimated Time: 10:04:19 2020-11-03 16:58:02,482 Segmentron INFO: Epoch: 163/400 || Iters: 98/156 || Lr: 0.006252 || Loss: 0.0109 || Loss_b: 0.1366 || Cost Time: 6:53:57 || Estimated Time: 10:04:12 2020-11-03 16:58:11,691 Segmentron INFO: Epoch: 163/400 || Iters: 108/156 || Lr: 0.006251 || Loss: 0.0115 || Loss_b: 0.0884 || Cost Time: 6:54:06 || Estimated Time: 10:04:01 2020-11-03 16:58:22,371 Segmentron INFO: Epoch: 163/400 || Iters: 118/156 || Lr: 0.006249 || Loss: 0.0122 || Loss_b: 0.0906 || Cost Time: 6:54:17 || Estimated Time: 10:03:53 2020-11-03 16:58:32,557 Segmentron INFO: Epoch: 163/400 || Iters: 128/156 || Lr: 0.006248 || Loss: 0.0093 || Loss_b: 0.0743 || Cost Time: 6:54:27 || Estimated Time: 10:03:44 2020-11-03 16:58:41,385 Segmentron INFO: Epoch: 163/400 || Iters: 138/156 || Lr: 0.006246 || Loss: 0.0135 || Loss_b: 0.0773 || Cost Time: 6:54:36 || Estimated Time: 10:03:33 2020-11-03 16:58:50,606 Segmentron INFO: Epoch: 163/400 || Iters: 148/156 || Lr: 0.006245 || Loss: 0.0126 || Loss_b: 0.0746 || Cost Time: 6:54:45 || Estimated Time: 10:03:22 2020-11-03 16:58:58,216 Segmentron INFO: Epoch 163 model saved in: workdir/a2-2-3-400e/163.pth 2020-11-03 16:58:59,802 Segmentron INFO: Epoch: 164/400 || Iters: 2/156 || Lr: 0.006243 || Loss: 0.0104 || Loss_b: 0.0718 || Cost Time: 6:54:54 || Estimated Time: 10:03:11 2020-11-03 16:59:08,912 Segmentron INFO: Epoch: 164/400 || Iters: 12/156 || Lr: 0.006242 || Loss: 0.0130 || Loss_b: 0.0738 || Cost Time: 6:55:03 || Estimated Time: 10:03:01 2020-11-03 16:59:19,949 Segmentron INFO: Epoch: 164/400 || Iters: 22/156 || Lr: 0.006240 || Loss: 0.0093 || Loss_b: 0.0783 || Cost Time: 6:55:14 || Estimated Time: 10:02:53 2020-11-03 16:59:28,569 Segmentron INFO: Epoch: 164/400 || Iters: 32/156 || Lr: 0.006239 || Loss: 0.0098 || Loss_b: 0.0722 || Cost Time: 6:55:23 || Estimated Time: 10:02:41 2020-11-03 16:59:39,473 Segmentron INFO: Epoch: 164/400 || Iters: 42/156 || Lr: 0.006237 || Loss: 0.0083 || Loss_b: 0.0754 || Cost Time: 6:55:34 || Estimated Time: 10:02:33 2020-11-03 16:59:48,147 Segmentron INFO: Epoch: 164/400 || Iters: 52/156 || Lr: 0.006235 || Loss: 0.0121 || Loss_b: 0.0736 || Cost Time: 6:55:43 || Estimated Time: 10:02:21 2020-11-03 16:59:57,898 Segmentron INFO: Epoch: 164/400 || Iters: 62/156 || Lr: 0.006234 || Loss: 0.0118 || Loss_b: 0.0724 || Cost Time: 6:55:52 || Estimated Time: 10:02:12 2020-11-03 17:00:07,389 Segmentron INFO: Epoch: 164/400 || Iters: 72/156 || Lr: 0.006232 || Loss: 0.0118 || Loss_b: 0.0698 || Cost Time: 6:56:02 || Estimated Time: 10:02:01 2020-11-03 17:00:19,554 Segmentron INFO: Epoch: 164/400 || Iters: 82/156 || Lr: 0.006231 || Loss: 0.0107 || Loss_b: 0.0767 || Cost Time: 6:56:14 || Estimated Time: 10:01:55 2020-11-03 17:00:27,959 Segmentron INFO: Epoch: 164/400 || Iters: 92/156 || Lr: 0.006229 || Loss: 0.0117 || Loss_b: 0.0683 || Cost Time: 6:56:22 || Estimated Time: 10:01:43 2020-11-03 17:00:36,757 Segmentron INFO: Epoch: 164/400 || Iters: 102/156 || Lr: 0.006228 || Loss: 0.0099 || Loss_b: 0.0770 || Cost Time: 6:56:31 || Estimated Time: 10:01:32 2020-11-03 17:00:46,607 Segmentron INFO: Epoch: 164/400 || Iters: 112/156 || Lr: 0.006226 || Loss: 0.0086 || Loss_b: 0.0725 || Cost Time: 6:56:41 || Estimated Time: 10:01:22 2020-11-03 17:00:55,727 Segmentron INFO: Epoch: 164/400 || Iters: 122/156 || Lr: 0.006225 || Loss: 0.0152 || Loss_b: 0.0868 || Cost Time: 6:56:50 || Estimated Time: 10:01:12 2020-11-03 17:01:07,099 Segmentron INFO: Epoch: 164/400 || Iters: 132/156 || Lr: 0.006223 || Loss: 0.0087 || Loss_b: 0.0660 || Cost Time: 6:57:01 || Estimated Time: 10:01:04 2020-11-03 17:01:15,848 Segmentron INFO: Epoch: 164/400 || Iters: 142/156 || Lr: 0.006222 || Loss: 0.0095 || Loss_b: 0.0704 || Cost Time: 6:57:10 || Estimated Time: 10:00:53 2020-11-03 17:01:24,925 Segmentron INFO: Epoch: 164/400 || Iters: 152/156 || Lr: 0.006220 || Loss: 0.0078 || Loss_b: 0.0720 || Cost Time: 6:57:19 || Estimated Time: 10:00:42 2020-11-03 17:01:32,395 Segmentron INFO: Epoch 164 model saved in: workdir/a2-2-3-400e/164.pth 2020-11-03 17:01:37,600 Segmentron INFO: Epoch: 165/400 || Iters: 6/156 || Lr: 0.006219 || Loss: 0.0144 || Loss_b: 0.0734 || Cost Time: 6:57:32 || Estimated Time: 10:00:36 2020-11-03 17:01:46,195 Segmentron INFO: Epoch: 165/400 || Iters: 16/156 || Lr: 0.006217 || Loss: 0.0129 || Loss_b: 0.0821 || Cost Time: 6:57:41 || Estimated Time: 10:00:25 2020-11-03 17:01:55,045 Segmentron INFO: Epoch: 165/400 || Iters: 26/156 || Lr: 0.006216 || Loss: 0.0090 || Loss_b: 0.0675 || Cost Time: 6:57:49 || Estimated Time: 10:00:14 2020-11-03 17:02:04,154 Segmentron INFO: Epoch: 165/400 || Iters: 36/156 || Lr: 0.006214 || Loss: 0.0141 || Loss_b: 0.0817 || Cost Time: 6:57:59 || Estimated Time: 10:00:03 2020-11-03 17:02:15,457 Segmentron INFO: Epoch: 165/400 || Iters: 46/156 || Lr: 0.006213 || Loss: 0.0097 || Loss_b: 0.0650 || Cost Time: 6:58:10 || Estimated Time: 9:59:55 2020-11-03 17:02:24,718 Segmentron INFO: Epoch: 165/400 || Iters: 56/156 || Lr: 0.006211 || Loss: 0.0109 || Loss_b: 0.0722 || Cost Time: 6:58:19 || Estimated Time: 9:59:45 2020-11-03 17:02:34,166 Segmentron INFO: Epoch: 165/400 || Iters: 66/156 || Lr: 0.006210 || Loss: 0.0129 || Loss_b: 0.0732 || Cost Time: 6:58:29 || Estimated Time: 9:59:34 2020-11-03 17:02:46,432 Segmentron INFO: Epoch: 165/400 || Iters: 76/156 || Lr: 0.006208 || Loss: 0.0087 || Loss_b: 0.0723 || Cost Time: 6:58:41 || Estimated Time: 9:59:28 2020-11-03 17:02:55,934 Segmentron INFO: Epoch: 165/400 || Iters: 86/156 || Lr: 0.006207 || Loss: 0.0076 || Loss_b: 0.0682 || Cost Time: 6:58:50 || Estimated Time: 9:59:18 2020-11-03 17:03:04,968 Segmentron INFO: Epoch: 165/400 || Iters: 96/156 || Lr: 0.006205 || Loss: 0.0165 || Loss_b: 0.0835 || Cost Time: 6:58:59 || Estimated Time: 9:59:07 2020-11-03 17:03:14,241 Segmentron INFO: Epoch: 165/400 || Iters: 106/156 || Lr: 0.006204 || Loss: 0.0087 || Loss_b: 0.0698 || Cost Time: 6:59:09 || Estimated Time: 9:58:57 2020-11-03 17:03:24,279 Segmentron INFO: Epoch: 165/400 || Iters: 116/156 || Lr: 0.006202 || Loss: 0.0184 || Loss_b: 0.0758 || Cost Time: 6:59:19 || Estimated Time: 9:58:47 2020-11-03 17:03:33,234 Segmentron INFO: Epoch: 165/400 || Iters: 126/156 || Lr: 0.006201 || Loss: 0.0093 || Loss_b: 0.0702 || Cost Time: 6:59:28 || Estimated Time: 9:58:36 2020-11-03 17:03:45,391 Segmentron INFO: Epoch: 165/400 || Iters: 136/156 || Lr: 0.006199 || Loss: 0.0091 || Loss_b: 0.0669 || Cost Time: 6:59:40 || Estimated Time: 9:58:30 2020-11-03 17:03:54,823 Segmentron INFO: Epoch: 165/400 || Iters: 146/156 || Lr: 0.006197 || Loss: 0.0069 || Loss_b: 0.0699 || Cost Time: 6:59:49 || Estimated Time: 9:58:19 2020-11-03 17:04:03,710 Segmentron INFO: Epoch: 165/400 || Iters: 0/156 || Lr: 0.006196 || Loss: 0.0104 || Loss_b: 0.0960 || Cost Time: 6:59:58 || Estimated Time: 9:58:08 2020-11-03 17:04:04,384 Segmentron INFO: Epoch 165 model saved in: workdir/a2-2-3-400e/165.pth 2020-11-03 17:04:14,485 Segmentron INFO: Epoch: 166/400 || Iters: 10/156 || Lr: 0.006194 || Loss: 0.0093 || Loss_b: 0.0747 || Cost Time: 7:00:09 || Estimated Time: 9:58:00 2020-11-03 17:04:23,801 Segmentron INFO: Epoch: 166/400 || Iters: 20/156 || Lr: 0.006193 || Loss: 0.0106 || Loss_b: 0.0687 || Cost Time: 7:00:18 || Estimated Time: 9:57:50 2020-11-03 17:04:32,735 Segmentron INFO: Epoch: 166/400 || Iters: 30/156 || Lr: 0.006191 || Loss: 0.0113 || Loss_b: 0.0723 || Cost Time: 7:00:27 || Estimated Time: 9:57:39 2020-11-03 17:04:42,697 Segmentron INFO: Epoch: 166/400 || Iters: 40/156 || Lr: 0.006190 || Loss: 0.0111 || Loss_b: 0.0736 || Cost Time: 7:00:37 || Estimated Time: 9:57:29 2020-11-03 17:04:53,734 Segmentron INFO: Epoch: 166/400 || Iters: 50/156 || Lr: 0.006188 || Loss: 0.0145 || Loss_b: 0.1455 || Cost Time: 7:00:48 || Estimated Time: 9:57:21 2020-11-03 17:05:04,225 Segmentron INFO: Epoch: 166/400 || Iters: 60/156 || Lr: 0.006187 || Loss: 0.0149 || Loss_b: 0.0963 || Cost Time: 7:00:59 || Estimated Time: 9:57:12 2020-11-03 17:05:13,627 Segmentron INFO: Epoch: 166/400 || Iters: 70/156 || Lr: 0.006185 || Loss: 0.0081 || Loss_b: 0.0819 || Cost Time: 7:01:08 || Estimated Time: 9:57:02 2020-11-03 17:05:22,820 Segmentron INFO: Epoch: 166/400 || Iters: 80/156 || Lr: 0.006184 || Loss: 0.0135 || Loss_b: 0.0880 || Cost Time: 7:01:17 || Estimated Time: 9:56:51 2020-11-03 17:05:31,811 Segmentron INFO: Epoch: 166/400 || Iters: 90/156 || Lr: 0.006182 || Loss: 0.0100 || Loss_b: 0.0701 || Cost Time: 7:01:26 || Estimated Time: 9:56:40 2020-11-03 17:05:41,102 Segmentron INFO: Epoch: 166/400 || Iters: 100/156 || Lr: 0.006181 || Loss: 0.0177 || Loss_b: 0.0815 || Cost Time: 7:01:35 || Estimated Time: 9:56:30 2020-11-03 17:05:50,679 Segmentron INFO: Epoch: 166/400 || Iters: 110/156 || Lr: 0.006179 || Loss: 0.0092 || Loss_b: 0.0629 || Cost Time: 7:01:45 || Estimated Time: 9:56:20 2020-11-03 17:06:00,029 Segmentron INFO: Epoch: 166/400 || Iters: 120/156 || Lr: 0.006178 || Loss: 0.0202 || Loss_b: 0.0764 || Cost Time: 7:01:54 || Estimated Time: 9:56:09 2020-11-03 17:06:10,391 Segmentron INFO: Epoch: 166/400 || Iters: 130/156 || Lr: 0.006176 || Loss: 0.0138 || Loss_b: 0.0767 || Cost Time: 7:02:05 || Estimated Time: 9:56:00 2020-11-03 17:06:19,354 Segmentron INFO: Epoch: 166/400 || Iters: 140/156 || Lr: 0.006175 || Loss: 0.0081 || Loss_b: 0.0656 || Cost Time: 7:02:14 || Estimated Time: 9:55:49 2020-11-03 17:06:29,450 Segmentron INFO: Epoch: 166/400 || Iters: 150/156 || Lr: 0.006173 || Loss: 0.0143 || Loss_b: 0.0792 || Cost Time: 7:02:24 || Estimated Time: 9:55:40 2020-11-03 17:06:36,098 Segmentron INFO: Epoch 166 model saved in: workdir/a2-2-3-400e/166.pth 2020-11-03 17:06:39,460 Segmentron INFO: Epoch: 167/400 || Iters: 4/156 || Lr: 0.006172 || Loss: 0.0089 || Loss_b: 0.0686 || Cost Time: 7:02:34 || Estimated Time: 9:55:31 2020-11-03 17:06:49,457 Segmentron INFO: Epoch: 167/400 || Iters: 14/156 || Lr: 0.006170 || Loss: 0.0095 || Loss_b: 0.0688 || Cost Time: 7:02:44 || Estimated Time: 9:55:21 2020-11-03 17:06:59,222 Segmentron INFO: Epoch: 167/400 || Iters: 24/156 || Lr: 0.006169 || Loss: 0.0094 || Loss_b: 0.0678 || Cost Time: 7:02:54 || Estimated Time: 9:55:11 2020-11-03 17:07:07,657 Segmentron INFO: Epoch: 167/400 || Iters: 34/156 || Lr: 0.006167 || Loss: 0.0128 || Loss_b: 0.0728 || Cost Time: 7:03:02 || Estimated Time: 9:55:00 2020-11-03 17:07:19,630 Segmentron INFO: Epoch: 167/400 || Iters: 44/156 || Lr: 0.006166 || Loss: 0.0089 || Loss_b: 0.0648 || Cost Time: 7:03:14 || Estimated Time: 9:54:53 2020-11-03 17:07:29,318 Segmentron INFO: Epoch: 167/400 || Iters: 54/156 || Lr: 0.006164 || Loss: 0.0096 || Loss_b: 0.0676 || Cost Time: 7:03:24 || Estimated Time: 9:54:43 2020-11-03 17:07:37,695 Segmentron INFO: Epoch: 167/400 || Iters: 64/156 || Lr: 0.006162 || Loss: 0.0169 || Loss_b: 0.0782 || Cost Time: 7:03:32 || Estimated Time: 9:54:31 2020-11-03 17:07:47,117 Segmentron INFO: Epoch: 167/400 || Iters: 74/156 || Lr: 0.006161 || Loss: 0.0100 || Loss_b: 0.0703 || Cost Time: 7:03:42 || Estimated Time: 9:54:21 2020-11-03 17:08:01,149 Segmentron INFO: Epoch: 167/400 || Iters: 84/156 || Lr: 0.006159 || Loss: 0.0132 || Loss_b: 0.0754 || Cost Time: 7:03:56 || Estimated Time: 9:54:17 2020-11-03 17:08:08,186 Segmentron INFO: Epoch: 167/400 || Iters: 94/156 || Lr: 0.006158 || Loss: 0.0097 || Loss_b: 0.0636 || Cost Time: 7:04:03 || Estimated Time: 9:54:03 2020-11-03 17:08:17,406 Segmentron INFO: Epoch: 167/400 || Iters: 104/156 || Lr: 0.006156 || Loss: 0.0210 || Loss_b: 0.1139 || Cost Time: 7:04:12 || Estimated Time: 9:53:53 2020-11-03 17:08:26,264 Segmentron INFO: Epoch: 167/400 || Iters: 114/156 || Lr: 0.006155 || Loss: 0.0138 || Loss_b: 0.1179 || Cost Time: 7:04:21 || Estimated Time: 9:53:42 2020-11-03 17:08:35,843 Segmentron INFO: Epoch: 167/400 || Iters: 124/156 || Lr: 0.006153 || Loss: 0.0126 || Loss_b: 0.0832 || Cost Time: 7:04:30 || Estimated Time: 9:53:32 2020-11-03 17:08:45,314 Segmentron INFO: Epoch: 167/400 || Iters: 134/156 || Lr: 0.006152 || Loss: 0.0136 || Loss_b: 0.0746 || Cost Time: 7:04:40 || Estimated Time: 9:53:21 2020-11-03 17:08:54,504 Segmentron INFO: Epoch: 167/400 || Iters: 144/156 || Lr: 0.006150 || Loss: 0.0175 || Loss_b: 0.0824 || Cost Time: 7:04:49 || Estimated Time: 9:53:11 2020-11-03 17:09:05,703 Segmentron INFO: Epoch: 167/400 || Iters: 154/156 || Lr: 0.006149 || Loss: 0.0173 || Loss_b: 0.0768 || Cost Time: 7:05:00 || Estimated Time: 9:53:03 2020-11-03 17:09:10,899 Segmentron INFO: Epoch 167 model saved in: workdir/a2-2-3-400e/167.pth 2020-11-03 17:09:16,849 Segmentron INFO: Epoch: 168/400 || Iters: 8/156 || Lr: 0.006147 || Loss: 0.0113 || Loss_b: 0.0740 || Cost Time: 7:05:11 || Estimated Time: 9:52:55 2020-11-03 17:09:25,814 Segmentron INFO: Epoch: 168/400 || Iters: 18/156 || Lr: 0.006146 || Loss: 0.0122 || Loss_b: 0.0777 || Cost Time: 7:05:20 || Estimated Time: 9:52:44 2020-11-03 17:09:34,804 Segmentron INFO: Epoch: 168/400 || Iters: 28/156 || Lr: 0.006144 || Loss: 0.0081 || Loss_b: 0.0620 || Cost Time: 7:05:29 || Estimated Time: 9:52:33 2020-11-03 17:09:45,716 Segmentron INFO: Epoch: 168/400 || Iters: 38/156 || Lr: 0.006143 || Loss: 0.0118 || Loss_b: 0.0765 || Cost Time: 7:05:40 || Estimated Time: 9:52:25 2020-11-03 17:09:56,605 Segmentron INFO: Epoch: 168/400 || Iters: 48/156 || Lr: 0.006141 || Loss: 0.0134 || Loss_b: 0.1464 || Cost Time: 7:05:51 || Estimated Time: 9:52:17 2020-11-03 17:10:05,852 Segmentron INFO: Epoch: 168/400 || Iters: 58/156 || Lr: 0.006140 || Loss: 0.0106 || Loss_b: 0.1212 || Cost Time: 7:06:00 || Estimated Time: 9:52:06 2020-11-03 17:10:14,865 Segmentron INFO: Epoch: 168/400 || Iters: 68/156 || Lr: 0.006138 || Loss: 0.0094 || Loss_b: 0.0918 || Cost Time: 7:06:09 || Estimated Time: 9:51:55 2020-11-03 17:10:25,577 Segmentron INFO: Epoch: 168/400 || Iters: 78/156 || Lr: 0.006137 || Loss: 0.0080 || Loss_b: 0.0753 || Cost Time: 7:06:20 || Estimated Time: 9:51:47 2020-11-03 17:10:35,592 Segmentron INFO: Epoch: 168/400 || Iters: 88/156 || Lr: 0.006135 || Loss: 0.0092 || Loss_b: 0.0743 || Cost Time: 7:06:30 || Estimated Time: 9:51:37 2020-11-03 17:10:43,964 Segmentron INFO: Epoch: 168/400 || Iters: 98/156 || Lr: 0.006134 || Loss: 0.0092 || Loss_b: 0.0711 || Cost Time: 7:06:38 || Estimated Time: 9:51:25 2020-11-03 17:10:53,162 Segmentron INFO: Epoch: 168/400 || Iters: 108/156 || Lr: 0.006132 || Loss: 0.0116 || Loss_b: 0.0701 || Cost Time: 7:06:48 || Estimated Time: 9:51:15 2020-11-03 17:11:02,195 Segmentron INFO: Epoch: 168/400 || Iters: 118/156 || Lr: 0.006130 || Loss: 0.0085 || Loss_b: 0.0676 || Cost Time: 7:06:57 || Estimated Time: 9:51:04 2020-11-03 17:11:12,760 Segmentron INFO: Epoch: 168/400 || Iters: 128/156 || Lr: 0.006129 || Loss: 0.0076 || Loss_b: 0.0652 || Cost Time: 7:07:07 || Estimated Time: 9:50:55 2020-11-03 17:11:22,796 Segmentron INFO: Epoch: 168/400 || Iters: 138/156 || Lr: 0.006127 || Loss: 0.0081 || Loss_b: 0.0737 || Cost Time: 7:07:17 || Estimated Time: 9:50:46 2020-11-03 17:11:31,735 Segmentron INFO: Epoch: 168/400 || Iters: 148/156 || Lr: 0.006126 || Loss: 0.0120 || Loss_b: 0.0691 || Cost Time: 7:07:26 || Estimated Time: 9:50:35 2020-11-03 17:11:39,836 Segmentron INFO: Epoch 168 model saved in: workdir/a2-2-3-400e/168.pth 2020-11-03 17:11:41,647 Segmentron INFO: Epoch: 169/400 || Iters: 2/156 || Lr: 0.006124 || Loss: 0.0104 || Loss_b: 0.0710 || Cost Time: 7:07:36 || Estimated Time: 9:50:25 2020-11-03 17:11:53,068 Segmentron INFO: Epoch: 169/400 || Iters: 12/156 || Lr: 0.006123 || Loss: 0.0091 || Loss_b: 0.0650 || Cost Time: 7:07:47 || Estimated Time: 9:50:18 2020-11-03 17:12:03,218 Segmentron INFO: Epoch: 169/400 || Iters: 22/156 || Lr: 0.006121 || Loss: 0.0120 || Loss_b: 0.0714 || Cost Time: 7:07:58 || Estimated Time: 9:50:08 2020-11-03 17:12:12,344 Segmentron INFO: Epoch: 169/400 || Iters: 32/156 || Lr: 0.006120 || Loss: 0.0140 || Loss_b: 0.0759 || Cost Time: 7:08:07 || Estimated Time: 9:49:58 2020-11-03 17:12:21,610 Segmentron INFO: Epoch: 169/400 || Iters: 42/156 || Lr: 0.006118 || Loss: 0.0100 || Loss_b: 0.0714 || Cost Time: 7:08:16 || Estimated Time: 9:49:47 2020-11-03 17:12:30,348 Segmentron INFO: Epoch: 169/400 || Iters: 52/156 || Lr: 0.006117 || Loss: 0.0139 || Loss_b: 0.0711 || Cost Time: 7:08:25 || Estimated Time: 9:49:36 2020-11-03 17:12:41,222 Segmentron INFO: Epoch: 169/400 || Iters: 62/156 || Lr: 0.006115 || Loss: 0.0111 || Loss_b: 0.1663 || Cost Time: 7:08:36 || Estimated Time: 9:49:28 2020-11-03 17:12:50,598 Segmentron INFO: Epoch: 169/400 || Iters: 72/156 || Lr: 0.006114 || Loss: 0.0074 || Loss_b: 0.0994 || Cost Time: 7:08:45 || Estimated Time: 9:49:17 2020-11-03 17:12:59,794 Segmentron INFO: Epoch: 169/400 || Iters: 82/156 || Lr: 0.006112 || Loss: 0.0072 || Loss_b: 0.0930 || Cost Time: 7:08:54 || Estimated Time: 9:49:07 2020-11-03 17:13:09,780 Segmentron INFO: Epoch: 169/400 || Iters: 92/156 || Lr: 0.006111 || Loss: 0.0089 || Loss_b: 0.0773 || Cost Time: 7:09:04 || Estimated Time: 9:48:57 2020-11-03 17:13:19,910 Segmentron INFO: Epoch: 169/400 || Iters: 102/156 || Lr: 0.006109 || Loss: 0.0174 || Loss_b: 0.0755 || Cost Time: 7:09:14 || Estimated Time: 9:48:48 2020-11-03 17:13:28,914 Segmentron INFO: Epoch: 169/400 || Iters: 112/156 || Lr: 0.006108 || Loss: 0.0124 || Loss_b: 0.0744 || Cost Time: 7:09:23 || Estimated Time: 9:48:37 2020-11-03 17:13:38,616 Segmentron INFO: Epoch: 169/400 || Iters: 122/156 || Lr: 0.006106 || Loss: 0.0097 || Loss_b: 0.0695 || Cost Time: 7:09:33 || Estimated Time: 9:48:27 2020-11-03 17:13:47,875 Segmentron INFO: Epoch: 169/400 || Iters: 132/156 || Lr: 0.006105 || Loss: 0.0092 || Loss_b: 0.0707 || Cost Time: 7:09:42 || Estimated Time: 9:48:17 2020-11-03 17:13:58,646 Segmentron INFO: Epoch: 169/400 || Iters: 142/156 || Lr: 0.006103 || Loss: 0.0106 || Loss_b: 0.0707 || Cost Time: 7:09:53 || Estimated Time: 9:48:08 2020-11-03 17:14:09,055 Segmentron INFO: Epoch: 169/400 || Iters: 152/156 || Lr: 0.006102 || Loss: 0.0110 || Loss_b: 0.0739 || Cost Time: 7:10:03 || Estimated Time: 9:47:59 2020-11-03 17:14:14,710 Segmentron INFO: Epoch 169 model saved in: workdir/a2-2-3-400e/169.pth 2020-11-03 17:14:19,189 Segmentron INFO: Epoch: 170/400 || Iters: 6/156 || Lr: 0.006100 || Loss: 0.0107 || Loss_b: 0.0713 || Cost Time: 7:10:14 || Estimated Time: 9:47:50 2020-11-03 17:14:28,074 Segmentron INFO: Epoch: 170/400 || Iters: 16/156 || Lr: 0.006099 || Loss: 0.0152 || Loss_b: 0.0722 || Cost Time: 7:10:22 || Estimated Time: 9:47:39 2020-11-03 17:14:37,787 Segmentron INFO: Epoch: 170/400 || Iters: 26/156 || Lr: 0.006097 || Loss: 0.0113 || Loss_b: 0.0723 || Cost Time: 7:10:32 || Estimated Time: 9:47:29 2020-11-03 17:14:48,669 Segmentron INFO: Epoch: 170/400 || Iters: 36/156 || Lr: 0.006095 || Loss: 0.0090 || Loss_b: 0.0681 || Cost Time: 7:10:43 || Estimated Time: 9:47:21 2020-11-03 17:14:58,471 Segmentron INFO: Epoch: 170/400 || Iters: 46/156 || Lr: 0.006094 || Loss: 0.0106 || Loss_b: 0.0660 || Cost Time: 7:10:53 || Estimated Time: 9:47:11 2020-11-03 17:15:07,467 Segmentron INFO: Epoch: 170/400 || Iters: 56/156 || Lr: 0.006092 || Loss: 0.0088 || Loss_b: 0.0644 || Cost Time: 7:11:02 || Estimated Time: 9:47:00 2020-11-03 17:15:17,711 Segmentron INFO: Epoch: 170/400 || Iters: 66/156 || Lr: 0.006091 || Loss: 0.0084 || Loss_b: 0.0658 || Cost Time: 7:11:12 || Estimated Time: 9:46:51 2020-11-03 17:15:26,471 Segmentron INFO: Epoch: 170/400 || Iters: 76/156 || Lr: 0.006089 || Loss: 0.0105 || Loss_b: 0.0667 || Cost Time: 7:11:21 || Estimated Time: 9:46:40 2020-11-03 17:15:35,240 Segmentron INFO: Epoch: 170/400 || Iters: 86/156 || Lr: 0.006088 || Loss: 0.0097 || Loss_b: 0.0662 || Cost Time: 7:11:30 || Estimated Time: 9:46:29 2020-11-03 17:15:44,196 Segmentron INFO: Epoch: 170/400 || Iters: 96/156 || Lr: 0.006086 || Loss: 0.0137 || Loss_b: 0.0720 || Cost Time: 7:11:39 || Estimated Time: 9:46:18 2020-11-03 17:15:55,770 Segmentron INFO: Epoch: 170/400 || Iters: 106/156 || Lr: 0.006085 || Loss: 0.0090 || Loss_b: 0.0647 || Cost Time: 7:11:50 || Estimated Time: 9:46:10 2020-11-03 17:16:05,014 Segmentron INFO: Epoch: 170/400 || Iters: 116/156 || Lr: 0.006083 || Loss: 0.0088 || Loss_b: 0.0687 || Cost Time: 7:11:59 || Estimated Time: 9:46:00 2020-11-03 17:16:14,445 Segmentron INFO: Epoch: 170/400 || Iters: 126/156 || Lr: 0.006082 || Loss: 0.0107 || Loss_b: 0.0714 || Cost Time: 7:12:09 || Estimated Time: 9:45:49 2020-11-03 17:16:26,746 Segmentron INFO: Epoch: 170/400 || Iters: 136/156 || Lr: 0.006080 || Loss: 0.0097 || Loss_b: 0.4426 || Cost Time: 7:12:21 || Estimated Time: 9:45:43 2020-11-03 17:16:35,084 Segmentron INFO: Epoch: 170/400 || Iters: 146/156 || Lr: 0.006079 || Loss: 0.0082 || Loss_b: 0.1738 || Cost Time: 7:12:29 || Estimated Time: 9:45:31 2020-11-03 17:16:44,466 Segmentron INFO: Epoch: 170/400 || Iters: 0/156 || Lr: 0.006077 || Loss: 0.0174 || Loss_b: 0.0985 || Cost Time: 7:12:39 || Estimated Time: 9:45:21 2020-11-03 17:16:45,203 Segmentron INFO: Epoch 170 model saved in: workdir/a2-2-3-400e/170.pth 2020-11-03 17:16:53,957 Segmentron INFO: Epoch: 171/400 || Iters: 10/156 || Lr: 0.006076 || Loss: 0.0098 || Loss_b: 0.0776 || Cost Time: 7:12:48 || Estimated Time: 9:45:11 2020-11-03 17:17:02,828 Segmentron INFO: Epoch: 171/400 || Iters: 20/156 || Lr: 0.006074 || Loss: 0.0125 || Loss_b: 0.0734 || Cost Time: 7:12:57 || Estimated Time: 9:45:00 2020-11-03 17:17:12,784 Segmentron INFO: Epoch: 171/400 || Iters: 30/156 || Lr: 0.006073 || Loss: 0.0085 || Loss_b: 0.0680 || Cost Time: 7:13:07 || Estimated Time: 9:44:50 2020-11-03 17:17:24,601 Segmentron INFO: Epoch: 171/400 || Iters: 40/156 || Lr: 0.006071 || Loss: 0.0104 || Loss_b: 0.0702 || Cost Time: 7:13:19 || Estimated Time: 9:44:43 2020-11-03 17:17:33,646 Segmentron INFO: Epoch: 171/400 || Iters: 50/156 || Lr: 0.006070 || Loss: 0.0071 || Loss_b: 0.0666 || Cost Time: 7:13:28 || Estimated Time: 9:44:32 2020-11-03 17:17:42,104 Segmentron INFO: Epoch: 171/400 || Iters: 60/156 || Lr: 0.006068 || Loss: 0.0079 || Loss_b: 0.0647 || Cost Time: 7:13:36 || Estimated Time: 9:44:21 2020-11-03 17:17:53,046 Segmentron INFO: Epoch: 171/400 || Iters: 70/156 || Lr: 0.006066 || Loss: 0.0071 || Loss_b: 0.0675 || Cost Time: 7:13:47 || Estimated Time: 9:44:13 2020-11-03 17:18:03,248 Segmentron INFO: Epoch: 171/400 || Iters: 80/156 || Lr: 0.006065 || Loss: 0.0157 || Loss_b: 0.0842 || Cost Time: 7:13:58 || Estimated Time: 9:44:03 2020-11-03 17:18:12,629 Segmentron INFO: Epoch: 171/400 || Iters: 90/156 || Lr: 0.006063 || Loss: 0.0074 || Loss_b: 0.0663 || Cost Time: 7:14:07 || Estimated Time: 9:43:53 2020-11-03 17:18:22,227 Segmentron INFO: Epoch: 171/400 || Iters: 100/156 || Lr: 0.006062 || Loss: 0.0094 || Loss_b: 0.0692 || Cost Time: 7:14:17 || Estimated Time: 9:43:43 2020-11-03 17:18:31,663 Segmentron INFO: Epoch: 171/400 || Iters: 110/156 || Lr: 0.006060 || Loss: 0.0132 || Loss_b: 0.0830 || Cost Time: 7:14:26 || Estimated Time: 9:43:33 2020-11-03 17:18:40,702 Segmentron INFO: Epoch: 171/400 || Iters: 120/156 || Lr: 0.006059 || Loss: 0.0118 || Loss_b: 0.0774 || Cost Time: 7:14:35 || Estimated Time: 9:43:22 2020-11-03 17:18:52,125 Segmentron INFO: Epoch: 171/400 || Iters: 130/156 || Lr: 0.006057 || Loss: 0.0113 || Loss_b: 0.0718 || Cost Time: 7:14:47 || Estimated Time: 9:43:14 2020-11-03 17:19:00,844 Segmentron INFO: Epoch: 171/400 || Iters: 140/156 || Lr: 0.006056 || Loss: 0.0110 || Loss_b: 0.0871 || Cost Time: 7:14:55 || Estimated Time: 9:43:03 2020-11-03 17:19:10,014 Segmentron INFO: Epoch: 171/400 || Iters: 150/156 || Lr: 0.006054 || Loss: 0.0089 || Loss_b: 0.2530 || Cost Time: 7:15:04 || Estimated Time: 9:42:52 2020-11-03 17:19:16,275 Segmentron INFO: Epoch 171 model saved in: workdir/a2-2-3-400e/171.pth 2020-11-03 17:19:19,957 Segmentron INFO: Epoch: 172/400 || Iters: 4/156 || Lr: 0.006053 || Loss: 0.0139 || Loss_b: 0.1026 || Cost Time: 7:15:14 || Estimated Time: 9:42:43 2020-11-03 17:19:29,046 Segmentron INFO: Epoch: 172/400 || Iters: 14/156 || Lr: 0.006051 || Loss: 0.0121 || Loss_b: 0.0997 || Cost Time: 7:15:23 || Estimated Time: 9:42:32 2020-11-03 17:19:39,063 Segmentron INFO: Epoch: 172/400 || Iters: 24/156 || Lr: 0.006050 || Loss: 0.0104 || Loss_b: 0.0727 || Cost Time: 7:15:33 || Estimated Time: 9:42:23 2020-11-03 17:19:50,519 Segmentron INFO: Epoch: 172/400 || Iters: 34/156 || Lr: 0.006048 || Loss: 0.0118 || Loss_b: 0.0694 || Cost Time: 7:15:45 || Estimated Time: 9:42:15 2020-11-03 17:19:59,604 Segmentron INFO: Epoch: 172/400 || Iters: 44/156 || Lr: 0.006047 || Loss: 0.0079 || Loss_b: 0.0635 || Cost Time: 7:15:54 || Estimated Time: 9:42:04 2020-11-03 17:20:09,386 Segmentron INFO: Epoch: 172/400 || Iters: 54/156 || Lr: 0.006045 || Loss: 0.0158 || Loss_b: 0.0779 || Cost Time: 7:16:04 || Estimated Time: 9:41:55 2020-11-03 17:20:19,441 Segmentron INFO: Epoch: 172/400 || Iters: 64/156 || Lr: 0.006044 || Loss: 0.0090 || Loss_b: 0.0689 || Cost Time: 7:16:14 || Estimated Time: 9:41:45 2020-11-03 17:20:28,621 Segmentron INFO: Epoch: 172/400 || Iters: 74/156 || Lr: 0.006042 || Loss: 0.0135 || Loss_b: 0.0787 || Cost Time: 7:16:23 || Estimated Time: 9:41:35 2020-11-03 17:20:37,854 Segmentron INFO: Epoch: 172/400 || Iters: 84/156 || Lr: 0.006041 || Loss: 0.0115 || Loss_b: 0.0747 || Cost Time: 7:16:32 || Estimated Time: 9:41:24 2020-11-03 17:20:46,892 Segmentron INFO: Epoch: 172/400 || Iters: 94/156 || Lr: 0.006039 || Loss: 0.0140 || Loss_b: 0.0691 || Cost Time: 7:16:41 || Estimated Time: 9:41:13 2020-11-03 17:20:56,019 Segmentron INFO: Epoch: 172/400 || Iters: 104/156 || Lr: 0.006038 || Loss: 0.0106 || Loss_b: 0.0717 || Cost Time: 7:16:50 || Estimated Time: 9:41:03 2020-11-03 17:21:06,427 Segmentron INFO: Epoch: 172/400 || Iters: 114/156 || Lr: 0.006036 || Loss: 0.0081 || Loss_b: 0.0616 || Cost Time: 7:17:01 || Estimated Time: 9:40:54 2020-11-03 17:21:17,013 Segmentron INFO: Epoch: 172/400 || Iters: 124/156 || Lr: 0.006034 || Loss: 0.0099 || Loss_b: 0.0715 || Cost Time: 7:17:11 || Estimated Time: 9:40:45 2020-11-03 17:21:27,147 Segmentron INFO: Epoch: 172/400 || Iters: 134/156 || Lr: 0.006033 || Loss: 0.0116 || Loss_b: 0.0676 || Cost Time: 7:17:22 || Estimated Time: 9:40:36 2020-11-03 17:21:38,428 Segmentron INFO: Epoch: 172/400 || Iters: 144/156 || Lr: 0.006031 || Loss: 0.0131 || Loss_b: 0.0730 || Cost Time: 7:17:33 || Estimated Time: 9:40:28 2020-11-03 17:21:47,108 Segmentron INFO: Epoch: 172/400 || Iters: 154/156 || Lr: 0.006030 || Loss: 0.0123 || Loss_b: 0.0725 || Cost Time: 7:17:42 || Estimated Time: 9:40:16 2020-11-03 17:21:49,559 Segmentron INFO: Epoch 172 model saved in: workdir/a2-2-3-400e/172.pth 2020-11-03 17:21:56,992 Segmentron INFO: Epoch: 173/400 || Iters: 8/156 || Lr: 0.006028 || Loss: 0.0101 || Loss_b: 0.0727 || Cost Time: 7:17:51 || Estimated Time: 9:40:07 2020-11-03 17:22:06,258 Segmentron INFO: Epoch: 173/400 || Iters: 18/156 || Lr: 0.006027 || Loss: 0.0107 || Loss_b: 0.0657 || Cost Time: 7:18:01 || Estimated Time: 9:39:56 2020-11-03 17:22:16,284 Segmentron INFO: Epoch: 173/400 || Iters: 28/156 || Lr: 0.006025 || Loss: 0.0086 || Loss_b: 0.0648 || Cost Time: 7:18:11 || Estimated Time: 9:39:47 2020-11-03 17:22:25,533 Segmentron INFO: Epoch: 173/400 || Iters: 38/156 || Lr: 0.006024 || Loss: 0.0087 || Loss_b: 0.0677 || Cost Time: 7:18:20 || Estimated Time: 9:39:36 2020-11-03 17:22:34,536 Segmentron INFO: Epoch: 173/400 || Iters: 48/156 || Lr: 0.006022 || Loss: 0.0106 || Loss_b: 0.0659 || Cost Time: 7:18:29 || Estimated Time: 9:39:26 2020-11-03 17:22:44,058 Segmentron INFO: Epoch: 173/400 || Iters: 58/156 || Lr: 0.006021 || Loss: 0.0125 || Loss_b: 0.0691 || Cost Time: 7:18:38 || Estimated Time: 9:39:15 2020-11-03 17:22:56,348 Segmentron INFO: Epoch: 173/400 || Iters: 68/156 || Lr: 0.006019 || Loss: 0.0100 || Loss_b: 0.0702 || Cost Time: 7:18:51 || Estimated Time: 9:39:09 2020-11-03 17:23:05,334 Segmentron INFO: Epoch: 173/400 || Iters: 78/156 || Lr: 0.006018 || Loss: 0.0118 || Loss_b: 0.0720 || Cost Time: 7:19:00 || Estimated Time: 9:38:58 2020-11-03 17:23:15,082 Segmentron INFO: Epoch: 173/400 || Iters: 88/156 || Lr: 0.006016 || Loss: 0.0093 || Loss_b: 0.0687 || Cost Time: 7:19:09 || Estimated Time: 9:38:48 2020-11-03 17:23:24,550 Segmentron INFO: Epoch: 173/400 || Iters: 98/156 || Lr: 0.006015 || Loss: 0.0116 || Loss_b: 0.3630 || Cost Time: 7:19:19 || Estimated Time: 9:38:38 2020-11-03 17:23:33,962 Segmentron INFO: Epoch: 173/400 || Iters: 108/156 || Lr: 0.006013 || Loss: 0.0094 || Loss_b: 0.1861 || Cost Time: 7:19:28 || Estimated Time: 9:38:28 2020-11-03 17:23:45,807 Segmentron INFO: Epoch: 173/400 || Iters: 118/156 || Lr: 0.006012 || Loss: 0.0085 || Loss_b: 0.0695 || Cost Time: 7:19:40 || Estimated Time: 9:38:21 2020-11-03 17:23:55,546 Segmentron INFO: Epoch: 173/400 || Iters: 128/156 || Lr: 0.006010 || Loss: 0.0117 || Loss_b: 0.0750 || Cost Time: 7:19:50 || Estimated Time: 9:38:11 2020-11-03 17:24:03,776 Segmentron INFO: Epoch: 173/400 || Iters: 138/156 || Lr: 0.006009 || Loss: 0.0153 || Loss_b: 0.0818 || Cost Time: 7:19:58 || Estimated Time: 9:37:59 2020-11-03 17:24:14,587 Segmentron INFO: Epoch: 173/400 || Iters: 148/156 || Lr: 0.006007 || Loss: 0.0133 || Loss_b: 0.0767 || Cost Time: 7:20:09 || Estimated Time: 9:37:51 2020-11-03 17:24:22,181 Segmentron INFO: Epoch 173 model saved in: workdir/a2-2-3-400e/173.pth 2020-11-03 17:24:23,853 Segmentron INFO: Epoch: 174/400 || Iters: 2/156 || Lr: 0.006005 || Loss: 0.0113 || Loss_b: 0.0747 || Cost Time: 7:20:18 || Estimated Time: 9:37:40 2020-11-03 17:24:32,908 Segmentron INFO: Epoch: 174/400 || Iters: 12/156 || Lr: 0.006004 || Loss: 0.0136 || Loss_b: 0.0737 || Cost Time: 7:20:27 || Estimated Time: 9:37:29 2020-11-03 17:24:42,222 Segmentron INFO: Epoch: 174/400 || Iters: 22/156 || Lr: 0.006002 || Loss: 0.0108 || Loss_b: 0.0677 || Cost Time: 7:20:37 || Estimated Time: 9:37:19 2020-11-03 17:24:52,996 Segmentron INFO: Epoch: 174/400 || Iters: 32/156 || Lr: 0.006001 || Loss: 0.0086 || Loss_b: 0.4349 || Cost Time: 7:20:47 || Estimated Time: 9:37:10 2020-11-03 17:25:02,936 Segmentron INFO: Epoch: 174/400 || Iters: 42/156 || Lr: 0.005999 || Loss: 0.0173 || Loss_b: 0.1774 || Cost Time: 7:20:57 || Estimated Time: 9:37:01 2020-11-03 17:25:12,290 Segmentron INFO: Epoch: 174/400 || Iters: 52/156 || Lr: 0.005998 || Loss: 0.0074 || Loss_b: 0.1166 || Cost Time: 7:21:07 || Estimated Time: 9:36:50 2020-11-03 17:25:22,289 Segmentron INFO: Epoch: 174/400 || Iters: 62/156 || Lr: 0.005996 || Loss: 0.0095 || Loss_b: 0.0949 || Cost Time: 7:21:17 || Estimated Time: 9:36:41 2020-11-03 17:25:32,476 Segmentron INFO: Epoch: 174/400 || Iters: 72/156 || Lr: 0.005995 || Loss: 0.0077 || Loss_b: 0.0730 || Cost Time: 7:21:27 || Estimated Time: 9:36:32 2020-11-03 17:25:43,654 Segmentron INFO: Epoch: 174/400 || Iters: 82/156 || Lr: 0.005993 || Loss: 0.0107 || Loss_b: 0.0673 || Cost Time: 7:21:38 || Estimated Time: 9:36:24 2020-11-03 17:25:52,263 Segmentron INFO: Epoch: 174/400 || Iters: 92/156 || Lr: 0.005992 || Loss: 0.0111 || Loss_b: 0.0679 || Cost Time: 7:21:47 || Estimated Time: 9:36:12 2020-11-03 17:26:02,456 Segmentron INFO: Epoch: 174/400 || Iters: 102/156 || Lr: 0.005990 || Loss: 0.0138 || Loss_b: 0.0755 || Cost Time: 7:21:57 || Estimated Time: 9:36:03 2020-11-03 17:26:11,160 Segmentron INFO: Epoch: 174/400 || Iters: 112/156 || Lr: 0.005989 || Loss: 0.0083 || Loss_b: 0.0626 || Cost Time: 7:22:06 || Estimated Time: 9:35:52 2020-11-03 17:26:20,443 Segmentron INFO: Epoch: 174/400 || Iters: 122/156 || Lr: 0.005987 || Loss: 0.0130 || Loss_b: 0.0705 || Cost Time: 7:22:15 || Estimated Time: 9:35:41 2020-11-03 17:26:32,222 Segmentron INFO: Epoch: 174/400 || Iters: 132/156 || Lr: 0.005986 || Loss: 0.0108 || Loss_b: 0.0737 || Cost Time: 7:22:27 || Estimated Time: 9:35:34 2020-11-03 17:26:41,067 Segmentron INFO: Epoch: 174/400 || Iters: 142/156 || Lr: 0.005984 || Loss: 0.0146 || Loss_b: 0.0805 || Cost Time: 7:22:35 || Estimated Time: 9:35:23 2020-11-03 17:26:49,897 Segmentron INFO: Epoch: 174/400 || Iters: 152/156 || Lr: 0.005983 || Loss: 0.0092 || Loss_b: 0.0665 || Cost Time: 7:22:44 || Estimated Time: 9:35:12 2020-11-03 17:26:54,306 Segmentron INFO: Epoch 174 model saved in: workdir/a2-2-3-400e/174.pth 2020-11-03 17:27:00,482 Segmentron INFO: Epoch: 175/400 || Iters: 6/156 || Lr: 0.005981 || Loss: 0.0130 || Loss_b: 0.0691 || Cost Time: 7:22:55 || Estimated Time: 9:35:03 2020-11-03 17:27:09,677 Segmentron INFO: Epoch: 175/400 || Iters: 16/156 || Lr: 0.005980 || Loss: 0.0110 || Loss_b: 0.0717 || Cost Time: 7:23:04 || Estimated Time: 9:34:53 2020-11-03 17:27:21,438 Segmentron INFO: Epoch: 175/400 || Iters: 26/156 || Lr: 0.005978 || Loss: 0.0118 || Loss_b: 0.0767 || Cost Time: 7:23:16 || Estimated Time: 9:34:46 2020-11-03 17:27:29,728 Segmentron INFO: Epoch: 175/400 || Iters: 36/156 || Lr: 0.005976 || Loss: 0.0096 || Loss_b: 0.1243 || Cost Time: 7:23:24 || Estimated Time: 9:34:34 2020-11-03 17:27:39,894 Segmentron INFO: Epoch: 175/400 || Iters: 46/156 || Lr: 0.005975 || Loss: 0.0097 || Loss_b: 0.0804 || Cost Time: 7:23:34 || Estimated Time: 9:34:25 2020-11-03 17:27:48,448 Segmentron INFO: Epoch: 175/400 || Iters: 56/156 || Lr: 0.005973 || Loss: 0.0182 || Loss_b: 0.0724 || Cost Time: 7:23:43 || Estimated Time: 9:34:13 2020-11-03 17:27:59,394 Segmentron INFO: Epoch: 175/400 || Iters: 66/156 || Lr: 0.005972 || Loss: 0.0142 || Loss_b: 0.0809 || Cost Time: 7:23:54 || Estimated Time: 9:34:05 2020-11-03 17:28:09,642 Segmentron INFO: Epoch: 175/400 || Iters: 76/156 || Lr: 0.005970 || Loss: 0.0101 || Loss_b: 0.0773 || Cost Time: 7:24:04 || Estimated Time: 9:33:56 2020-11-03 17:28:18,629 Segmentron INFO: Epoch: 175/400 || Iters: 86/156 || Lr: 0.005969 || Loss: 0.0102 || Loss_b: 0.0705 || Cost Time: 7:24:13 || Estimated Time: 9:33:45 2020-11-03 17:28:28,148 Segmentron INFO: Epoch: 175/400 || Iters: 96/156 || Lr: 0.005967 || Loss: 0.0101 || Loss_b: 0.0724 || Cost Time: 7:24:23 || Estimated Time: 9:33:35 2020-11-03 17:28:38,516 Segmentron INFO: Epoch: 175/400 || Iters: 106/156 || Lr: 0.005966 || Loss: 0.0121 || Loss_b: 0.0714 || Cost Time: 7:24:33 || Estimated Time: 9:33:26 2020-11-03 17:28:48,289 Segmentron INFO: Epoch: 175/400 || Iters: 116/156 || Lr: 0.005964 || Loss: 0.0142 || Loss_b: 0.0749 || Cost Time: 7:24:43 || Estimated Time: 9:33:16 2020-11-03 17:28:58,157 Segmentron INFO: Epoch: 175/400 || Iters: 126/156 || Lr: 0.005963 || Loss: 0.0144 || Loss_b: 0.0710 || Cost Time: 7:24:53 || Estimated Time: 9:33:06 2020-11-03 17:29:06,980 Segmentron INFO: Epoch: 175/400 || Iters: 136/156 || Lr: 0.005961 || Loss: 0.0092 || Loss_b: 0.0636 || Cost Time: 7:25:01 || Estimated Time: 9:32:55 2020-11-03 17:29:17,630 Segmentron INFO: Epoch: 175/400 || Iters: 146/156 || Lr: 0.005960 || Loss: 0.0090 || Loss_b: 0.0686 || Cost Time: 7:25:12 || Estimated Time: 9:32:47 2020-11-03 17:29:26,216 Segmentron INFO: Epoch: 175/400 || Iters: 0/156 || Lr: 0.005958 || Loss: 0.0077 || Loss_b: 0.0662 || Cost Time: 7:25:21 || Estimated Time: 9:32:35 2020-11-03 17:29:26,930 Segmentron INFO: Epoch 175 model saved in: workdir/a2-2-3-400e/175.pth 2020-11-03 17:29:35,708 Segmentron INFO: Epoch: 176/400 || Iters: 10/156 || Lr: 0.005957 || Loss: 0.0094 || Loss_b: 0.0691 || Cost Time: 7:25:30 || Estimated Time: 9:32:25 2020-11-03 17:29:45,267 Segmentron INFO: Epoch: 176/400 || Iters: 20/156 || Lr: 0.005955 || Loss: 0.0090 || Loss_b: 0.0668 || Cost Time: 7:25:40 || Estimated Time: 9:32:15 2020-11-03 17:29:55,076 Segmentron INFO: Epoch: 176/400 || Iters: 30/156 || Lr: 0.005954 || Loss: 0.0151 || Loss_b: 0.0800 || Cost Time: 7:25:49 || Estimated Time: 9:32:05 2020-11-03 17:30:04,595 Segmentron INFO: Epoch: 176/400 || Iters: 40/156 || Lr: 0.005952 || Loss: 0.0080 || Loss_b: 0.0678 || Cost Time: 7:25:59 || Estimated Time: 9:31:55 2020-11-03 17:30:14,843 Segmentron INFO: Epoch: 176/400 || Iters: 50/156 || Lr: 0.005950 || Loss: 0.0105 || Loss_b: 0.0722 || Cost Time: 7:26:09 || Estimated Time: 9:31:46 2020-11-03 17:30:23,609 Segmentron INFO: Epoch: 176/400 || Iters: 60/156 || Lr: 0.005949 || Loss: 0.0121 || Loss_b: 0.0702 || Cost Time: 7:26:18 || Estimated Time: 9:31:35 2020-11-03 17:30:32,544 Segmentron INFO: Epoch: 176/400 || Iters: 70/156 || Lr: 0.005947 || Loss: 0.0086 || Loss_b: 0.0669 || Cost Time: 7:26:27 || Estimated Time: 9:31:24 2020-11-03 17:30:43,359 Segmentron INFO: Epoch: 176/400 || Iters: 80/156 || Lr: 0.005946 || Loss: 0.0091 || Loss_b: 0.0678 || Cost Time: 7:26:38 || Estimated Time: 9:31:15 2020-11-03 17:30:52,222 Segmentron INFO: Epoch: 176/400 || Iters: 90/156 || Lr: 0.005944 || Loss: 0.0091 || Loss_b: 0.0708 || Cost Time: 7:26:47 || Estimated Time: 9:31:04 2020-11-03 17:31:01,926 Segmentron INFO: Epoch: 176/400 || Iters: 100/156 || Lr: 0.005943 || Loss: 0.0085 || Loss_b: 0.0651 || Cost Time: 7:26:56 || Estimated Time: 9:30:55 2020-11-03 17:31:12,441 Segmentron INFO: Epoch: 176/400 || Iters: 110/156 || Lr: 0.005941 || Loss: 0.0085 || Loss_b: 0.0670 || Cost Time: 7:27:07 || Estimated Time: 9:30:46 2020-11-03 17:31:23,167 Segmentron INFO: Epoch: 176/400 || Iters: 120/156 || Lr: 0.005940 || Loss: 0.0131 || Loss_b: 0.0713 || Cost Time: 7:27:18 || Estimated Time: 9:30:37 2020-11-03 17:31:33,365 Segmentron INFO: Epoch: 176/400 || Iters: 130/156 || Lr: 0.005938 || Loss: 0.0096 || Loss_b: 0.0691 || Cost Time: 7:27:28 || Estimated Time: 9:30:28 2020-11-03 17:31:42,073 Segmentron INFO: Epoch: 176/400 || Iters: 140/156 || Lr: 0.005937 || Loss: 0.0094 || Loss_b: 0.0732 || Cost Time: 7:27:36 || Estimated Time: 9:30:17 2020-11-03 17:31:52,817 Segmentron INFO: Epoch: 176/400 || Iters: 150/156 || Lr: 0.005935 || Loss: 0.0166 || Loss_b: 0.0769 || Cost Time: 7:27:47 || Estimated Time: 9:30:08 2020-11-03 17:31:58,431 Segmentron INFO: Epoch 176 model saved in: workdir/a2-2-3-400e/176.pth 2020-11-03 17:32:01,845 Segmentron INFO: Epoch: 177/400 || Iters: 4/156 || Lr: 0.005934 || Loss: 0.0071 || Loss_b: 0.0609 || Cost Time: 7:27:56 || Estimated Time: 9:29:57 2020-11-03 17:32:11,614 Segmentron INFO: Epoch: 177/400 || Iters: 14/156 || Lr: 0.005932 || Loss: 0.0106 || Loss_b: 0.0754 || Cost Time: 7:28:06 || Estimated Time: 9:29:48 2020-11-03 17:32:20,762 Segmentron INFO: Epoch: 177/400 || Iters: 24/156 || Lr: 0.005931 || Loss: 0.0108 || Loss_b: 0.0694 || Cost Time: 7:28:15 || Estimated Time: 9:29:37 2020-11-03 17:32:30,163 Segmentron INFO: Epoch: 177/400 || Iters: 34/156 || Lr: 0.005929 || Loss: 0.0071 || Loss_b: 0.0663 || Cost Time: 7:28:25 || Estimated Time: 9:29:27 2020-11-03 17:32:41,446 Segmentron INFO: Epoch: 177/400 || Iters: 44/156 || Lr: 0.005928 || Loss: 0.0105 || Loss_b: 0.0733 || Cost Time: 7:28:36 || Estimated Time: 9:29:19 2020-11-03 17:32:50,227 Segmentron INFO: Epoch: 177/400 || Iters: 54/156 || Lr: 0.005926 || Loss: 0.0081 || Loss_b: 0.0676 || Cost Time: 7:28:45 || Estimated Time: 9:29:08 2020-11-03 17:32:59,353 Segmentron INFO: Epoch: 177/400 || Iters: 64/156 || Lr: 0.005925 || Loss: 0.0116 || Loss_b: 0.0731 || Cost Time: 7:28:54 || Estimated Time: 9:28:57 2020-11-03 17:33:11,135 Segmentron INFO: Epoch: 177/400 || Iters: 74/156 || Lr: 0.005923 || Loss: 0.0112 || Loss_b: 0.0693 || Cost Time: 7:29:06 || Estimated Time: 9:28:50 2020-11-03 17:33:21,495 Segmentron INFO: Epoch: 177/400 || Iters: 84/156 || Lr: 0.005921 || Loss: 0.0104 || Loss_b: 0.0668 || Cost Time: 7:29:16 || Estimated Time: 9:28:41 2020-11-03 17:33:30,759 Segmentron INFO: Epoch: 177/400 || Iters: 94/156 || Lr: 0.005920 || Loss: 0.0075 || Loss_b: 0.0626 || Cost Time: 7:29:25 || Estimated Time: 9:28:30 2020-11-03 17:33:43,086 Segmentron INFO: Epoch: 177/400 || Iters: 104/156 || Lr: 0.005918 || Loss: 0.0077 || Loss_b: 0.0660 || Cost Time: 7:29:37 || Estimated Time: 9:28:24 2020-11-03 17:33:51,749 Segmentron INFO: Epoch: 177/400 || Iters: 114/156 || Lr: 0.005917 || Loss: 0.0093 || Loss_b: 0.0641 || Cost Time: 7:29:46 || Estimated Time: 9:28:13 2020-11-03 17:34:00,427 Segmentron INFO: Epoch: 177/400 || Iters: 124/156 || Lr: 0.005915 || Loss: 0.0109 || Loss_b: 0.0667 || Cost Time: 7:29:55 || Estimated Time: 9:28:01 2020-11-03 17:34:09,142 Segmentron INFO: Epoch: 177/400 || Iters: 134/156 || Lr: 0.005914 || Loss: 0.0083 || Loss_b: 0.0607 || Cost Time: 7:30:04 || Estimated Time: 9:27:50 2020-11-03 17:34:21,170 Segmentron INFO: Epoch: 177/400 || Iters: 144/156 || Lr: 0.005912 || Loss: 0.0068 || Loss_b: 0.0624 || Cost Time: 7:30:16 || Estimated Time: 9:27:43 2020-11-03 17:34:29,353 Segmentron INFO: Epoch: 177/400 || Iters: 154/156 || Lr: 0.005911 || Loss: 0.0113 || Loss_b: 0.0732 || Cost Time: 7:30:24 || Estimated Time: 9:27:31 2020-11-03 17:34:31,744 Segmentron INFO: Epoch 177 model saved in: workdir/a2-2-3-400e/177.pth 2020-11-03 17:34:39,056 Segmentron INFO: Epoch: 178/400 || Iters: 8/156 || Lr: 0.005909 || Loss: 0.0070 || Loss_b: 0.1683 || Cost Time: 7:30:33 || Estimated Time: 9:27:22 2020-11-03 17:34:49,152 Segmentron INFO: Epoch: 178/400 || Iters: 18/156 || Lr: 0.005908 || Loss: 0.0120 || Loss_b: 0.1482 || Cost Time: 7:30:44 || Estimated Time: 9:27:12 2020-11-03 17:35:00,003 Segmentron INFO: Epoch: 178/400 || Iters: 28/156 || Lr: 0.005906 || Loss: 0.0100 || Loss_b: 0.0781 || Cost Time: 7:30:54 || Estimated Time: 9:27:04 2020-11-03 17:35:10,831 Segmentron INFO: Epoch: 178/400 || Iters: 38/156 || Lr: 0.005905 || Loss: 0.0154 || Loss_b: 0.0846 || Cost Time: 7:31:05 || Estimated Time: 9:26:55 2020-11-03 17:35:20,333 Segmentron INFO: Epoch: 178/400 || Iters: 48/156 || Lr: 0.005903 || Loss: 0.0151 || Loss_b: 0.0770 || Cost Time: 7:31:15 || Estimated Time: 9:26:45 2020-11-03 17:35:29,882 Segmentron INFO: Epoch: 178/400 || Iters: 58/156 || Lr: 0.005902 || Loss: 0.0138 || Loss_b: 0.0760 || Cost Time: 7:31:24 || Estimated Time: 9:26:35 2020-11-03 17:35:38,662 Segmentron INFO: Epoch: 178/400 || Iters: 68/156 || Lr: 0.005900 || Loss: 0.0112 || Loss_b: 0.0821 || Cost Time: 7:31:33 || Estimated Time: 9:26:24 2020-11-03 17:35:47,699 Segmentron INFO: Epoch: 178/400 || Iters: 78/156 || Lr: 0.005899 || Loss: 0.0127 || Loss_b: 0.0691 || Cost Time: 7:31:42 || Estimated Time: 9:26:13 2020-11-03 17:35:58,663 Segmentron INFO: Epoch: 178/400 || Iters: 88/156 || Lr: 0.005897 || Loss: 0.0098 || Loss_b: 0.0664 || Cost Time: 7:31:53 || Estimated Time: 9:26:05 2020-11-03 17:36:08,452 Segmentron INFO: Epoch: 178/400 || Iters: 98/156 || Lr: 0.005895 || Loss: 0.0072 || Loss_b: 0.0658 || Cost Time: 7:32:03 || Estimated Time: 9:25:55 2020-11-03 17:36:18,806 Segmentron INFO: Epoch: 178/400 || Iters: 108/156 || Lr: 0.005894 || Loss: 0.0067 || Loss_b: 0.0615 || Cost Time: 7:32:13 || Estimated Time: 9:25:46 2020-11-03 17:36:27,133 Segmentron INFO: Epoch: 178/400 || Iters: 118/156 || Lr: 0.005892 || Loss: 0.0106 || Loss_b: 0.0963 || Cost Time: 7:32:22 || Estimated Time: 9:25:34 2020-11-03 17:36:37,202 Segmentron INFO: Epoch: 178/400 || Iters: 128/156 || Lr: 0.005891 || Loss: 0.0121 || Loss_b: 0.0706 || Cost Time: 7:32:32 || Estimated Time: 9:25:25 2020-11-03 17:36:46,661 Segmentron INFO: Epoch: 178/400 || Iters: 138/156 || Lr: 0.005889 || Loss: 0.0106 || Loss_b: 0.0674 || Cost Time: 7:32:41 || Estimated Time: 9:25:15 2020-11-03 17:36:57,112 Segmentron INFO: Epoch: 178/400 || Iters: 148/156 || Lr: 0.005888 || Loss: 0.0111 || Loss_b: 0.0715 || Cost Time: 7:32:52 || Estimated Time: 9:25:06 2020-11-03 17:37:04,525 Segmentron INFO: Epoch 178 model saved in: workdir/a2-2-3-400e/178.pth 2020-11-03 17:37:08,125 Segmentron INFO: Epoch: 179/400 || Iters: 2/156 || Lr: 0.005886 || Loss: 0.0123 || Loss_b: 0.0760 || Cost Time: 7:33:03 || Estimated Time: 9:24:58 2020-11-03 17:37:17,810 Segmentron INFO: Epoch: 179/400 || Iters: 12/156 || Lr: 0.005885 || Loss: 0.0077 || Loss_b: 0.0609 || Cost Time: 7:33:12 || Estimated Time: 9:24:48 2020-11-03 17:37:27,496 Segmentron INFO: Epoch: 179/400 || Iters: 22/156 || Lr: 0.005883 || Loss: 0.0079 || Loss_b: 0.0660 || Cost Time: 7:33:22 || Estimated Time: 9:24:38 2020-11-03 17:37:35,959 Segmentron INFO: Epoch: 179/400 || Iters: 32/156 || Lr: 0.005882 || Loss: 0.0084 || Loss_b: 0.0615 || Cost Time: 7:33:30 || Estimated Time: 9:24:26 2020-11-03 17:37:45,291 Segmentron INFO: Epoch: 179/400 || Iters: 42/156 || Lr: 0.005880 || Loss: 0.0115 || Loss_b: 0.8673 || Cost Time: 7:33:40 || Estimated Time: 9:24:16 2020-11-03 17:37:55,531 Segmentron INFO: Epoch: 179/400 || Iters: 52/156 || Lr: 0.005879 || Loss: 0.0084 || Loss_b: 0.8919 || Cost Time: 7:33:50 || Estimated Time: 9:24:07 2020-11-03 17:38:05,100 Segmentron INFO: Epoch: 179/400 || Iters: 62/156 || Lr: 0.005877 || Loss: 0.0127 || Loss_b: 0.8641 || Cost Time: 7:33:59 || Estimated Time: 9:23:57 2020-11-03 17:38:15,425 Segmentron INFO: Epoch: 179/400 || Iters: 72/156 || Lr: 0.005876 || Loss: 0.0078 || Loss_b: 0.8043 || Cost Time: 7:34:10 || Estimated Time: 9:23:47 2020-11-03 17:38:25,174 Segmentron INFO: Epoch: 179/400 || Iters: 82/156 || Lr: 0.005874 || Loss: 0.0096 || Loss_b: 0.2646 || Cost Time: 7:34:20 || Estimated Time: 9:23:38 2020-11-03 17:38:35,934 Segmentron INFO: Epoch: 179/400 || Iters: 92/156 || Lr: 0.005873 || Loss: 0.0080 || Loss_b: 0.1999 || Cost Time: 7:34:30 || Estimated Time: 9:23:29 2020-11-03 17:38:44,711 Segmentron INFO: Epoch: 179/400 || Iters: 102/156 || Lr: 0.005871 || Loss: 0.0151 || Loss_b: 0.0851 || Cost Time: 7:34:39 || Estimated Time: 9:23:18 2020-11-03 17:38:53,802 Segmentron INFO: Epoch: 179/400 || Iters: 112/156 || Lr: 0.005869 || Loss: 0.0111 || Loss_b: 0.0767 || Cost Time: 7:34:48 || Estimated Time: 9:23:07 2020-11-03 17:39:03,044 Segmentron INFO: Epoch: 179/400 || Iters: 122/156 || Lr: 0.005868 || Loss: 0.0135 || Loss_b: 0.0833 || Cost Time: 7:34:57 || Estimated Time: 9:22:57 2020-11-03 17:39:12,634 Segmentron INFO: Epoch: 179/400 || Iters: 132/156 || Lr: 0.005866 || Loss: 0.0213 || Loss_b: 0.0804 || Cost Time: 7:35:07 || Estimated Time: 9:22:47 2020-11-03 17:39:22,260 Segmentron INFO: Epoch: 179/400 || Iters: 142/156 || Lr: 0.005865 || Loss: 0.0141 || Loss_b: 0.0767 || Cost Time: 7:35:17 || Estimated Time: 9:22:37 2020-11-03 17:39:32,361 Segmentron INFO: Epoch: 179/400 || Iters: 152/156 || Lr: 0.005863 || Loss: 0.0091 || Loss_b: 0.0668 || Cost Time: 7:35:27 || Estimated Time: 9:22:27 2020-11-03 17:39:37,820 Segmentron INFO: Epoch 179 model saved in: workdir/a2-2-3-400e/179.pth 2020-11-03 17:39:42,872 Segmentron INFO: Epoch: 180/400 || Iters: 6/156 || Lr: 0.005862 || Loss: 0.0092 || Loss_b: 0.0696 || Cost Time: 7:35:37 || Estimated Time: 9:22:19 2020-11-03 17:39:53,143 Segmentron INFO: Epoch: 180/400 || Iters: 16/156 || Lr: 0.005860 || Loss: 0.0080 || Loss_b: 0.0691 || Cost Time: 7:35:48 || Estimated Time: 9:22:09 2020-11-03 17:40:01,944 Segmentron INFO: Epoch: 180/400 || Iters: 26/156 || Lr: 0.005859 || Loss: 0.0088 || Loss_b: 0.0674 || Cost Time: 7:35:56 || Estimated Time: 9:21:58 2020-11-03 17:40:12,546 Segmentron INFO: Epoch: 180/400 || Iters: 36/156 || Lr: 0.005857 || Loss: 0.0128 || Loss_b: 0.0649 || Cost Time: 7:36:07 || Estimated Time: 9:21:50 2020-11-03 17:40:21,766 Segmentron INFO: Epoch: 180/400 || Iters: 46/156 || Lr: 0.005856 || Loss: 0.0095 || Loss_b: 0.0638 || Cost Time: 7:36:16 || Estimated Time: 9:21:39 2020-11-03 17:40:31,155 Segmentron INFO: Epoch: 180/400 || Iters: 56/156 || Lr: 0.005854 || Loss: 0.0110 || Loss_b: 0.0686 || Cost Time: 7:36:26 || Estimated Time: 9:21:29 2020-11-03 17:40:39,684 Segmentron INFO: Epoch: 180/400 || Iters: 66/156 || Lr: 0.005853 || Loss: 0.0092 || Loss_b: 0.0654 || Cost Time: 7:36:34 || Estimated Time: 9:21:18 2020-11-03 17:40:51,127 Segmentron INFO: Epoch: 180/400 || Iters: 76/156 || Lr: 0.005851 || Loss: 0.0226 || Loss_b: 0.0889 || Cost Time: 7:36:46 || Estimated Time: 9:21:10 2020-11-03 17:41:00,452 Segmentron INFO: Epoch: 180/400 || Iters: 86/156 || Lr: 0.005850 || Loss: 0.0115 || Loss_b: 0.0754 || Cost Time: 7:36:55 || Estimated Time: 9:20:59 2020-11-03 17:41:09,300 Segmentron INFO: Epoch: 180/400 || Iters: 96/156 || Lr: 0.005848 || Loss: 0.0125 || Loss_b: 0.0671 || Cost Time: 7:37:04 || Estimated Time: 9:20:48 2020-11-03 17:41:19,034 Segmentron INFO: Epoch: 180/400 || Iters: 106/156 || Lr: 0.005846 || Loss: 0.0079 || Loss_b: 0.0663 || Cost Time: 7:37:13 || Estimated Time: 9:20:39 2020-11-03 17:41:28,795 Segmentron INFO: Epoch: 180/400 || Iters: 116/156 || Lr: 0.005845 || Loss: 0.0123 || Loss_b: 0.0703 || Cost Time: 7:37:23 || Estimated Time: 9:20:29 2020-11-03 17:41:39,228 Segmentron INFO: Epoch: 180/400 || Iters: 126/156 || Lr: 0.005843 || Loss: 0.0108 || Loss_b: 0.0666 || Cost Time: 7:37:34 || Estimated Time: 9:20:20 2020-11-03 17:41:49,608 Segmentron INFO: Epoch: 180/400 || Iters: 136/156 || Lr: 0.005842 || Loss: 0.0094 || Loss_b: 0.0666 || Cost Time: 7:37:44 || Estimated Time: 9:20:11 2020-11-03 17:42:01,285 Segmentron INFO: Epoch: 180/400 || Iters: 146/156 || Lr: 0.005840 || Loss: 0.0093 || Loss_b: 0.0631 || Cost Time: 7:37:56 || Estimated Time: 9:20:03 2020-11-03 17:42:08,911 Segmentron INFO: Epoch: 180/400 || Iters: 0/156 || Lr: 0.005839 || Loss: 0.0091 || Loss_b: 0.0668 || Cost Time: 7:38:03 || Estimated Time: 9:19:51 2020-11-03 17:42:09,755 Segmentron INFO: Epoch 180 model saved in: workdir/a2-2-3-400e/180.pth 2020-11-03 17:42:18,495 Segmentron INFO: Epoch: 181/400 || Iters: 10/156 || Lr: 0.005837 || Loss: 0.0110 || Loss_b: 0.0650 || Cost Time: 7:38:13 || Estimated Time: 9:19:41 2020-11-03 17:42:27,307 Segmentron INFO: Epoch: 181/400 || Iters: 20/156 || Lr: 0.005836 || Loss: 0.0085 || Loss_b: 0.0663 || Cost Time: 7:38:22 || Estimated Time: 9:19:30 2020-11-03 17:42:36,219 Segmentron INFO: Epoch: 181/400 || Iters: 30/156 || Lr: 0.005834 || Loss: 0.0073 || Loss_b: 0.0655 || Cost Time: 7:38:31 || Estimated Time: 9:19:19 2020-11-03 17:42:46,526 Segmentron INFO: Epoch: 181/400 || Iters: 40/156 || Lr: 0.005833 || Loss: 0.0065 || Loss_b: 0.0653 || Cost Time: 7:38:41 || Estimated Time: 9:19:10 2020-11-03 17:42:55,708 Segmentron INFO: Epoch: 181/400 || Iters: 50/156 || Lr: 0.005831 || Loss: 0.0100 || Loss_b: 0.0649 || Cost Time: 7:38:50 || Estimated Time: 9:18:59 2020-11-03 17:43:04,376 Segmentron INFO: Epoch: 181/400 || Iters: 60/156 || Lr: 0.005830 || Loss: 0.0079 || Loss_b: 0.0684 || Cost Time: 7:38:59 || Estimated Time: 9:18:48 2020-11-03 17:43:15,384 Segmentron INFO: Epoch: 181/400 || Iters: 70/156 || Lr: 0.005828 || Loss: 0.0113 || Loss_b: 0.0669 || Cost Time: 7:39:10 || Estimated Time: 9:18:40 2020-11-03 17:43:25,956 Segmentron INFO: Epoch: 181/400 || Iters: 80/156 || Lr: 0.005827 || Loss: 0.0102 || Loss_b: 0.0681 || Cost Time: 7:39:20 || Estimated Time: 9:18:31 2020-11-03 17:43:34,807 Segmentron INFO: Epoch: 181/400 || Iters: 90/156 || Lr: 0.005825 || Loss: 0.0095 || Loss_b: 0.0692 || Cost Time: 7:39:29 || Estimated Time: 9:18:20 2020-11-03 17:43:44,147 Segmentron INFO: Epoch: 181/400 || Iters: 100/156 || Lr: 0.005824 || Loss: 0.0125 || Loss_b: 0.0710 || Cost Time: 7:39:39 || Estimated Time: 9:18:10 2020-11-03 17:43:56,064 Segmentron INFO: Epoch: 181/400 || Iters: 110/156 || Lr: 0.005822 || Loss: 0.0081 || Loss_b: 0.0637 || Cost Time: 7:39:50 || Estimated Time: 9:18:03 2020-11-03 17:44:04,890 Segmentron INFO: Epoch: 181/400 || Iters: 120/156 || Lr: 0.005820 || Loss: 0.0086 || Loss_b: 0.8569 || Cost Time: 7:39:59 || Estimated Time: 9:17:52 2020-11-03 17:44:15,488 Segmentron INFO: Epoch: 181/400 || Iters: 130/156 || Lr: 0.005819 || Loss: 0.0087 || Loss_b: 0.9492 || Cost Time: 7:40:10 || Estimated Time: 9:17:43 2020-11-03 17:44:25,566 Segmentron INFO: Epoch: 181/400 || Iters: 140/156 || Lr: 0.005817 || Loss: 0.0117 || Loss_b: 0.9402 || Cost Time: 7:40:20 || Estimated Time: 9:17:33 2020-11-03 17:44:35,209 Segmentron INFO: Epoch: 181/400 || Iters: 150/156 || Lr: 0.005816 || Loss: 0.0125 || Loss_b: 0.9447 || Cost Time: 7:40:30 || Estimated Time: 9:17:23 2020-11-03 17:44:41,301 Segmentron INFO: Epoch 181 model saved in: workdir/a2-2-3-400e/181.pth 2020-11-03 17:44:45,587 Segmentron INFO: Epoch: 182/400 || Iters: 4/156 || Lr: 0.005814 || Loss: 0.0120 || Loss_b: 0.9387 || Cost Time: 7:40:40 || Estimated Time: 9:17:14 2020-11-03 17:44:55,795 Segmentron INFO: Epoch: 182/400 || Iters: 14/156 || Lr: 0.005813 || Loss: 0.0145 || Loss_b: 0.9320 || Cost Time: 7:40:50 || Estimated Time: 9:17:05 2020-11-03 17:45:04,373 Segmentron INFO: Epoch: 182/400 || Iters: 24/156 || Lr: 0.005811 || Loss: 0.0099 || Loss_b: 0.9321 || Cost Time: 7:40:59 || Estimated Time: 9:16:54 2020-11-03 17:45:13,737 Segmentron INFO: Epoch: 182/400 || Iters: 34/156 || Lr: 0.005810 || Loss: 0.0126 || Loss_b: 0.9225 || Cost Time: 7:41:08 || Estimated Time: 9:16:43 2020-11-03 17:45:23,665 Segmentron INFO: Epoch: 182/400 || Iters: 44/156 || Lr: 0.005808 || Loss: 0.0092 || Loss_b: 0.9277 || Cost Time: 7:41:18 || Estimated Time: 9:16:34 2020-11-03 17:45:33,705 Segmentron INFO: Epoch: 182/400 || Iters: 54/156 || Lr: 0.005807 || Loss: 0.0067 || Loss_b: 0.9195 || Cost Time: 7:41:28 || Estimated Time: 9:16:24 2020-11-03 17:45:45,584 Segmentron INFO: Epoch: 182/400 || Iters: 64/156 || Lr: 0.005805 || Loss: 0.0087 || Loss_b: 0.9073 || Cost Time: 7:41:40 || Estimated Time: 9:16:17 2020-11-03 17:45:53,872 Segmentron INFO: Epoch: 182/400 || Iters: 74/156 || Lr: 0.005804 || Loss: 0.0089 || Loss_b: 0.9018 || Cost Time: 7:41:48 || Estimated Time: 9:16:06 2020-11-03 17:46:03,533 Segmentron INFO: Epoch: 182/400 || Iters: 84/156 || Lr: 0.005802 || Loss: 0.0105 || Loss_b: 0.8860 || Cost Time: 7:41:58 || Estimated Time: 9:15:56 2020-11-03 17:46:14,355 Segmentron INFO: Epoch: 182/400 || Iters: 94/156 || Lr: 0.005801 || Loss: 0.0114 || Loss_b: 0.8490 || Cost Time: 7:42:09 || Estimated Time: 9:15:47 2020-11-03 17:46:24,067 Segmentron INFO: Epoch: 182/400 || Iters: 104/156 || Lr: 0.005799 || Loss: 0.0083 || Loss_b: 0.7889 || Cost Time: 7:42:18 || Estimated Time: 9:15:37 2020-11-03 17:46:33,478 Segmentron INFO: Epoch: 182/400 || Iters: 114/156 || Lr: 0.005797 || Loss: 0.0156 || Loss_b: 0.4424 || Cost Time: 7:42:28 || Estimated Time: 9:15:27 2020-11-03 17:46:43,580 Segmentron INFO: Epoch: 182/400 || Iters: 124/156 || Lr: 0.005796 || Loss: 0.0071 || Loss_b: 0.1724 || Cost Time: 7:42:38 || Estimated Time: 9:15:18 2020-11-03 17:46:52,835 Segmentron INFO: Epoch: 182/400 || Iters: 134/156 || Lr: 0.005794 || Loss: 0.0121 || Loss_b: 0.1047 || Cost Time: 7:42:47 || Estimated Time: 9:15:07 2020-11-03 17:47:01,941 Segmentron INFO: Epoch: 182/400 || Iters: 144/156 || Lr: 0.005793 || Loss: 0.0100 || Loss_b: 0.0888 || Cost Time: 7:42:56 || Estimated Time: 9:14:56 2020-11-03 17:47:11,129 Segmentron INFO: Epoch: 182/400 || Iters: 154/156 || Lr: 0.005791 || Loss: 0.0124 || Loss_b: 0.0747 || Cost Time: 7:43:06 || Estimated Time: 9:14:46 2020-11-03 17:47:13,877 Segmentron INFO: Epoch 182 model saved in: workdir/a2-2-3-400e/182.pth 2020-11-03 17:47:21,354 Segmentron INFO: Epoch: 183/400 || Iters: 8/156 || Lr: 0.005790 || Loss: 0.0083 || Loss_b: 0.0701 || Cost Time: 7:43:16 || Estimated Time: 9:14:37 2020-11-03 17:47:30,191 Segmentron INFO: Epoch: 183/400 || Iters: 18/156 || Lr: 0.005788 || Loss: 0.0184 || Loss_b: 0.8700 || Cost Time: 7:43:25 || Estimated Time: 9:14:26 2020-11-03 17:47:40,359 Segmentron INFO: Epoch: 183/400 || Iters: 28/156 || Lr: 0.005787 || Loss: 0.0186 || Loss_b: 0.9538 || Cost Time: 7:43:35 || Estimated Time: 9:14:16 2020-11-03 17:47:50,512 Segmentron INFO: Epoch: 183/400 || Iters: 38/156 || Lr: 0.005785 || Loss: 0.0097 || Loss_b: 0.9691 || Cost Time: 7:43:45 || Estimated Time: 9:14:07 2020-11-03 17:47:59,931 Segmentron INFO: Epoch: 183/400 || Iters: 48/156 || Lr: 0.005784 || Loss: 0.0133 || Loss_b: 0.9666 || Cost Time: 7:43:54 || Estimated Time: 9:13:57 2020-11-03 17:48:09,845 Segmentron INFO: Epoch: 183/400 || Iters: 58/156 || Lr: 0.005782 || Loss: 0.0092 || Loss_b: 0.9679 || Cost Time: 7:44:04 || Estimated Time: 9:13:47 2020-11-03 17:48:20,352 Segmentron INFO: Epoch: 183/400 || Iters: 68/156 || Lr: 0.005781 || Loss: 0.0073 || Loss_b: 0.9676 || Cost Time: 7:44:15 || Estimated Time: 9:13:38 2020-11-03 17:48:29,319 Segmentron INFO: Epoch: 183/400 || Iters: 78/156 || Lr: 0.005779 || Loss: 0.0090 || Loss_b: 0.9675 || Cost Time: 7:44:24 || Estimated Time: 9:13:28 2020-11-03 17:48:38,092 Segmentron INFO: Epoch: 183/400 || Iters: 88/156 || Lr: 0.005778 || Loss: 0.0166 || Loss_b: 0.9606 || Cost Time: 7:44:32 || Estimated Time: 9:13:17 2020-11-03 17:48:48,037 Segmentron INFO: Epoch: 183/400 || Iters: 98/156 || Lr: 0.005776 || Loss: 0.0199 || Loss_b: 0.9586 || Cost Time: 7:44:42 || Estimated Time: 9:13:07 2020-11-03 17:48:59,357 Segmentron INFO: Epoch: 183/400 || Iters: 108/156 || Lr: 0.005774 || Loss: 0.0122 || Loss_b: 0.9604 || Cost Time: 7:44:54 || Estimated Time: 9:12:59 2020-11-03 17:49:07,777 Segmentron INFO: Epoch: 183/400 || Iters: 118/156 || Lr: 0.005773 || Loss: 0.0088 || Loss_b: 0.9584 || Cost Time: 7:45:02 || Estimated Time: 9:12:48 2020-11-03 17:49:17,931 Segmentron INFO: Epoch: 183/400 || Iters: 128/156 || Lr: 0.005771 || Loss: 0.0060 || Loss_b: 0.9638 || Cost Time: 7:45:12 || Estimated Time: 9:12:38 2020-11-03 17:49:27,786 Segmentron INFO: Epoch: 183/400 || Iters: 138/156 || Lr: 0.005770 || Loss: 0.0145 || Loss_b: 0.9518 || Cost Time: 7:45:22 || Estimated Time: 9:12:29 2020-11-03 17:49:38,107 Segmentron INFO: Epoch: 183/400 || Iters: 148/156 || Lr: 0.005768 || Loss: 0.0085 || Loss_b: 0.9551 || Cost Time: 7:45:33 || Estimated Time: 9:12:19 2020-11-03 17:49:46,092 Segmentron INFO: Epoch 183 model saved in: workdir/a2-2-3-400e/183.pth 2020-11-03 17:49:47,690 Segmentron INFO: Epoch: 184/400 || Iters: 2/156 || Lr: 0.005767 || Loss: 0.0093 || Loss_b: 0.9497 || Cost Time: 7:45:42 || Estimated Time: 9:12:09 2020-11-03 17:49:56,553 Segmentron INFO: Epoch: 184/400 || Iters: 12/156 || Lr: 0.005765 || Loss: 0.0070 || Loss_b: 0.9568 || Cost Time: 7:45:51 || Estimated Time: 9:11:58 2020-11-03 17:50:06,240 Segmentron INFO: Epoch: 184/400 || Iters: 22/156 || Lr: 0.005764 || Loss: 0.0077 || Loss_b: 0.9480 || Cost Time: 7:46:01 || Estimated Time: 9:11:49 2020-11-03 17:50:16,132 Segmentron INFO: Epoch: 184/400 || Iters: 32/156 || Lr: 0.005762 || Loss: 0.0098 || Loss_b: 0.9457 || Cost Time: 7:46:11 || Estimated Time: 9:11:39 2020-11-03 17:50:26,566 Segmentron INFO: Epoch: 184/400 || Iters: 42/156 || Lr: 0.005761 || Loss: 0.0085 || Loss_b: 0.9475 || Cost Time: 7:46:21 || Estimated Time: 9:11:30 2020-11-03 17:50:36,276 Segmentron INFO: Epoch: 184/400 || Iters: 52/156 || Lr: 0.005759 || Loss: 0.0096 || Loss_b: 0.9372 || Cost Time: 7:46:31 || Estimated Time: 9:11:20 2020-11-03 17:50:46,805 Segmentron INFO: Epoch: 184/400 || Iters: 62/156 || Lr: 0.005758 || Loss: 0.0087 || Loss_b: 0.9430 || Cost Time: 7:46:41 || Estimated Time: 9:11:11 2020-11-03 17:50:54,602 Segmentron INFO: Epoch: 184/400 || Iters: 72/156 || Lr: 0.005756 || Loss: 0.0076 || Loss_b: 0.9388 || Cost Time: 7:46:49 || Estimated Time: 9:10:59 2020-11-03 17:51:04,383 Segmentron INFO: Epoch: 184/400 || Iters: 82/156 || Lr: 0.005755 || Loss: 0.0091 || Loss_b: 0.9382 || Cost Time: 7:46:59 || Estimated Time: 9:10:49 2020-11-03 17:51:14,145 Segmentron INFO: Epoch: 184/400 || Iters: 92/156 || Lr: 0.005753 || Loss: 0.0120 || Loss_b: 0.9322 || Cost Time: 7:47:09 || Estimated Time: 9:10:39 2020-11-03 17:51:23,721 Segmentron INFO: Epoch: 184/400 || Iters: 102/156 || Lr: 0.005751 || Loss: 0.0085 || Loss_b: 0.9282 || Cost Time: 7:47:18 || Estimated Time: 9:10:29 2020-11-03 17:51:33,623 Segmentron INFO: Epoch: 184/400 || Iters: 112/156 || Lr: 0.005750 || Loss: 0.0106 || Loss_b: 0.9111 || Cost Time: 7:47:28 || Estimated Time: 9:10:20 2020-11-03 17:51:44,288 Segmentron INFO: Epoch: 184/400 || Iters: 122/156 || Lr: 0.005748 || Loss: 0.0087 || Loss_b: 0.9010 || Cost Time: 7:47:39 || Estimated Time: 9:10:11 2020-11-03 17:51:53,876 Segmentron INFO: Epoch: 184/400 || Iters: 132/156 || Lr: 0.005747 || Loss: 0.0112 || Loss_b: 0.8708 || Cost Time: 7:47:48 || Estimated Time: 9:10:01 2020-11-03 17:52:02,593 Segmentron INFO: Epoch: 184/400 || Iters: 142/156 || Lr: 0.005745 || Loss: 0.0090 || Loss_b: 0.8145 || Cost Time: 7:47:57 || Estimated Time: 9:09:50 2020-11-03 17:52:12,567 Segmentron INFO: Epoch: 184/400 || Iters: 152/156 || Lr: 0.005744 || Loss: 0.0098 || Loss_b: 0.6822 || Cost Time: 7:48:07 || Estimated Time: 9:09:40 2020-11-03 17:52:18,863 Segmentron INFO: Epoch 184 model saved in: workdir/a2-2-3-400e/184.pth 2020-11-03 17:52:23,633 Segmentron INFO: Epoch: 185/400 || Iters: 6/156 || Lr: 0.005742 || Loss: 0.0076 || Loss_b: 0.5458 || Cost Time: 7:48:18 || Estimated Time: 9:09:32 2020-11-03 17:52:32,509 Segmentron INFO: Epoch: 185/400 || Iters: 16/156 || Lr: 0.005741 || Loss: 0.0090 || Loss_b: 0.8440 || Cost Time: 7:48:27 || Estimated Time: 9:09:21 2020-11-03 17:52:42,089 Segmentron INFO: Epoch: 185/400 || Iters: 26/156 || Lr: 0.005739 || Loss: 0.0078 || Loss_b: 0.5173 || Cost Time: 7:48:36 || Estimated Time: 9:09:11 2020-11-03 17:52:52,521 Segmentron INFO: Epoch: 185/400 || Iters: 36/156 || Lr: 0.005738 || Loss: 0.0109 || Loss_b: 0.2604 || Cost Time: 7:48:47 || Estimated Time: 9:09:02 2020-11-03 17:53:03,987 Segmentron INFO: Epoch: 185/400 || Iters: 46/156 || Lr: 0.005736 || Loss: 0.0094 || Loss_b: 0.3180 || Cost Time: 7:48:58 || Estimated Time: 9:08:54 2020-11-03 17:53:13,296 Segmentron INFO: Epoch: 185/400 || Iters: 56/156 || Lr: 0.005735 || Loss: 0.0083 || Loss_b: 0.1654 || Cost Time: 7:49:08 || Estimated Time: 9:08:44 2020-11-03 17:53:22,642 Segmentron INFO: Epoch: 185/400 || Iters: 66/156 || Lr: 0.005733 || Loss: 0.0122 || Loss_b: 0.1103 || Cost Time: 7:49:17 || Estimated Time: 9:08:34 2020-11-03 17:53:31,643 Segmentron INFO: Epoch: 185/400 || Iters: 76/156 || Lr: 0.005732 || Loss: 0.0097 || Loss_b: 0.0832 || Cost Time: 7:49:26 || Estimated Time: 9:08:23 2020-11-03 17:53:41,127 Segmentron INFO: Epoch: 185/400 || Iters: 86/156 || Lr: 0.005730 || Loss: 0.0072 || Loss_b: 0.0740 || Cost Time: 7:49:36 || Estimated Time: 9:08:13 2020-11-03 17:53:51,383 Segmentron INFO: Epoch: 185/400 || Iters: 96/156 || Lr: 0.005728 || Loss: 0.0095 || Loss_b: 0.0801 || Cost Time: 7:49:46 || Estimated Time: 9:08:03 2020-11-03 17:54:00,797 Segmentron INFO: Epoch: 185/400 || Iters: 106/156 || Lr: 0.005727 || Loss: 0.0086 || Loss_b: 0.0771 || Cost Time: 7:49:55 || Estimated Time: 9:07:53 2020-11-03 17:54:11,158 Segmentron INFO: Epoch: 185/400 || Iters: 116/156 || Lr: 0.005725 || Loss: 0.0131 || Loss_b: 0.0839 || Cost Time: 7:50:06 || Estimated Time: 9:07:44 2020-11-03 17:54:21,442 Segmentron INFO: Epoch: 185/400 || Iters: 126/156 || Lr: 0.005724 || Loss: 0.0092 || Loss_b: 0.0734 || Cost Time: 7:50:16 || Estimated Time: 9:07:35 2020-11-03 17:54:30,333 Segmentron INFO: Epoch: 185/400 || Iters: 136/156 || Lr: 0.005722 || Loss: 0.0076 || Loss_b: 0.0817 || Cost Time: 7:50:25 || Estimated Time: 9:07:24 2020-11-03 17:54:39,716 Segmentron INFO: Epoch: 185/400 || Iters: 146/156 || Lr: 0.005721 || Loss: 0.0105 || Loss_b: 0.0761 || Cost Time: 7:50:34 || Estimated Time: 9:07:14 2020-11-03 17:54:48,719 Segmentron INFO: Epoch: 185/400 || Iters: 0/156 || Lr: 0.005719 || Loss: 0.0129 || Loss_b: 0.0757 || Cost Time: 7:50:43 || Estimated Time: 9:07:03 2020-11-03 17:54:49,382 Segmentron INFO: Epoch 185 model saved in: workdir/a2-2-3-400e/185.pth 2020-11-03 17:54:58,287 Segmentron INFO: Epoch: 186/400 || Iters: 10/156 || Lr: 0.005718 || Loss: 0.0126 || Loss_b: 0.0745 || Cost Time: 7:50:53 || Estimated Time: 9:06:53 2020-11-03 17:55:09,367 Segmentron INFO: Epoch: 186/400 || Iters: 20/156 || Lr: 0.005716 || Loss: 0.0074 || Loss_b: 0.1168 || Cost Time: 7:51:04 || Estimated Time: 9:06:45 2020-11-03 17:55:19,282 Segmentron INFO: Epoch: 186/400 || Iters: 30/156 || Lr: 0.005715 || Loss: 0.0167 || Loss_b: 0.1172 || Cost Time: 7:51:14 || Estimated Time: 9:06:35 2020-11-03 17:55:29,934 Segmentron INFO: Epoch: 186/400 || Iters: 40/156 || Lr: 0.005713 || Loss: 0.0131 || Loss_b: 0.0843 || Cost Time: 7:51:24 || Estimated Time: 9:06:26 2020-11-03 17:55:38,457 Segmentron INFO: Epoch: 186/400 || Iters: 50/156 || Lr: 0.005712 || Loss: 0.0076 || Loss_b: 0.0690 || Cost Time: 7:51:33 || Estimated Time: 9:06:15 2020-11-03 17:55:47,515 Segmentron INFO: Epoch: 186/400 || Iters: 60/156 || Lr: 0.005710 || Loss: 0.0088 || Loss_b: 0.0708 || Cost Time: 7:51:42 || Estimated Time: 9:06:05 2020-11-03 17:55:58,747 Segmentron INFO: Epoch: 186/400 || Iters: 70/156 || Lr: 0.005709 || Loss: 0.0104 || Loss_b: 0.0733 || Cost Time: 7:51:53 || Estimated Time: 9:05:56 2020-11-03 17:56:08,124 Segmentron INFO: Epoch: 186/400 || Iters: 80/156 || Lr: 0.005707 || Loss: 0.0102 || Loss_b: 0.0727 || Cost Time: 7:52:03 || Estimated Time: 9:05:46 2020-11-03 17:56:16,866 Segmentron INFO: Epoch: 186/400 || Iters: 90/156 || Lr: 0.005705 || Loss: 0.0068 || Loss_b: 0.0704 || Cost Time: 7:52:11 || Estimated Time: 9:05:35 2020-11-03 17:56:27,634 Segmentron INFO: Epoch: 186/400 || Iters: 100/156 || Lr: 0.005704 || Loss: 0.0106 || Loss_b: 0.0706 || Cost Time: 7:52:22 || Estimated Time: 9:05:27 2020-11-03 17:56:37,757 Segmentron INFO: Epoch: 186/400 || Iters: 110/156 || Lr: 0.005702 || Loss: 0.0087 || Loss_b: 0.0684 || Cost Time: 7:52:32 || Estimated Time: 9:05:17 2020-11-03 17:56:45,925 Segmentron INFO: Epoch: 186/400 || Iters: 120/156 || Lr: 0.005701 || Loss: 0.0102 || Loss_b: 0.0723 || Cost Time: 7:52:40 || Estimated Time: 9:05:05 2020-11-03 17:56:54,797 Segmentron INFO: Epoch: 186/400 || Iters: 130/156 || Lr: 0.005699 || Loss: 0.0088 || Loss_b: 0.0706 || Cost Time: 7:52:49 || Estimated Time: 9:04:55 2020-11-03 17:57:03,979 Segmentron INFO: Epoch: 186/400 || Iters: 140/156 || Lr: 0.005698 || Loss: 0.0095 || Loss_b: 0.0663 || Cost Time: 7:52:58 || Estimated Time: 9:04:44 2020-11-03 17:57:17,605 Segmentron INFO: Epoch: 186/400 || Iters: 150/156 || Lr: 0.005696 || Loss: 0.0100 || Loss_b: 0.0661 || Cost Time: 7:53:12 || Estimated Time: 9:04:39 2020-11-03 17:57:22,690 Segmentron INFO: Epoch 186 model saved in: workdir/a2-2-3-400e/186.pth 2020-11-03 17:57:25,933 Segmentron INFO: Epoch: 187/400 || Iters: 4/156 || Lr: 0.005695 || Loss: 0.0119 || Loss_b: 0.0791 || Cost Time: 7:53:20 || Estimated Time: 9:04:27 2020-11-03 17:57:34,860 Segmentron INFO: Epoch: 187/400 || Iters: 14/156 || Lr: 0.005693 || Loss: 0.0107 || Loss_b: 0.0742 || Cost Time: 7:53:29 || Estimated Time: 9:04:17 2020-11-03 17:57:43,703 Segmentron INFO: Epoch: 187/400 || Iters: 24/156 || Lr: 0.005692 || Loss: 0.0068 || Loss_b: 0.0633 || Cost Time: 7:53:38 || Estimated Time: 9:04:06 2020-11-03 17:57:54,740 Segmentron INFO: Epoch: 187/400 || Iters: 34/156 || Lr: 0.005690 || Loss: 0.0109 || Loss_b: 0.0676 || Cost Time: 7:53:49 || Estimated Time: 9:03:57 2020-11-03 17:58:03,699 Segmentron INFO: Epoch: 187/400 || Iters: 44/156 || Lr: 0.005689 || Loss: 0.0127 || Loss_b: 0.0762 || Cost Time: 7:53:58 || Estimated Time: 9:03:47 2020-11-03 17:58:13,565 Segmentron INFO: Epoch: 187/400 || Iters: 54/156 || Lr: 0.005687 || Loss: 0.0084 || Loss_b: 0.0800 || Cost Time: 7:54:08 || Estimated Time: 9:03:37 2020-11-03 17:58:24,945 Segmentron INFO: Epoch: 187/400 || Iters: 64/156 || Lr: 0.005685 || Loss: 0.0117 || Loss_b: 0.0701 || Cost Time: 7:54:19 || Estimated Time: 9:03:29 2020-11-03 17:58:33,282 Segmentron INFO: Epoch: 187/400 || Iters: 74/156 || Lr: 0.005684 || Loss: 0.0188 || Loss_b: 0.0831 || Cost Time: 7:54:28 || Estimated Time: 9:03:17 2020-11-03 17:58:42,777 Segmentron INFO: Epoch: 187/400 || Iters: 84/156 || Lr: 0.005682 || Loss: 0.0087 || Loss_b: 0.0651 || Cost Time: 7:54:37 || Estimated Time: 9:03:07 2020-11-03 17:58:52,373 Segmentron INFO: Epoch: 187/400 || Iters: 94/156 || Lr: 0.005681 || Loss: 0.0099 || Loss_b: 0.0677 || Cost Time: 7:54:47 || Estimated Time: 9:02:57 2020-11-03 17:59:02,618 Segmentron INFO: Epoch: 187/400 || Iters: 104/156 || Lr: 0.005679 || Loss: 0.0076 || Loss_b: 0.0649 || Cost Time: 7:54:57 || Estimated Time: 9:02:48 2020-11-03 17:59:12,318 Segmentron INFO: Epoch: 187/400 || Iters: 114/156 || Lr: 0.005678 || Loss: 0.0134 || Loss_b: 0.0680 || Cost Time: 7:55:07 || Estimated Time: 9:02:38 2020-11-03 17:59:21,840 Segmentron INFO: Epoch: 187/400 || Iters: 124/156 || Lr: 0.005676 || Loss: 0.0074 || Loss_b: 0.4086 || Cost Time: 7:55:16 || Estimated Time: 9:02:28 2020-11-03 17:59:31,293 Segmentron INFO: Epoch: 187/400 || Iters: 134/156 || Lr: 0.005675 || Loss: 0.0102 || Loss_b: 0.1651 || Cost Time: 7:55:26 || Estimated Time: 9:02:18 2020-11-03 17:59:40,819 Segmentron INFO: Epoch: 187/400 || Iters: 144/156 || Lr: 0.005673 || Loss: 0.0130 || Loss_b: 0.1049 || Cost Time: 7:55:35 || Estimated Time: 9:02:08 2020-11-03 17:59:50,629 Segmentron INFO: Epoch: 187/400 || Iters: 154/156 || Lr: 0.005672 || Loss: 0.0095 || Loss_b: 0.0705 || Cost Time: 7:55:45 || Estimated Time: 9:01:58 2020-11-03 17:59:53,175 Segmentron INFO: Epoch 187 model saved in: workdir/a2-2-3-400e/187.pth 2020-11-03 18:00:00,788 Segmentron INFO: Epoch: 188/400 || Iters: 8/156 || Lr: 0.005670 || Loss: 0.0092 || Loss_b: 0.0719 || Cost Time: 7:55:55 || Estimated Time: 9:01:49 2020-11-03 18:00:11,274 Segmentron INFO: Epoch: 188/400 || Iters: 18/156 || Lr: 0.005669 || Loss: 0.0081 || Loss_b: 0.0706 || Cost Time: 7:56:06 || Estimated Time: 9:01:40 2020-11-03 18:00:19,880 Segmentron INFO: Epoch: 188/400 || Iters: 28/156 || Lr: 0.005667 || Loss: 0.0066 || Loss_b: 0.0614 || Cost Time: 7:56:14 || Estimated Time: 9:01:29 2020-11-03 18:00:29,200 Segmentron INFO: Epoch: 188/400 || Iters: 38/156 || Lr: 0.005666 || Loss: 0.0099 || Loss_b: 0.0672 || Cost Time: 7:56:24 || Estimated Time: 9:01:18 2020-11-03 18:00:40,172 Segmentron INFO: Epoch: 188/400 || Iters: 48/156 || Lr: 0.005664 || Loss: 0.0089 || Loss_b: 0.0692 || Cost Time: 7:56:35 || Estimated Time: 9:01:10 2020-11-03 18:00:51,811 Segmentron INFO: Epoch: 188/400 || Iters: 58/156 || Lr: 0.005662 || Loss: 0.0127 || Loss_b: 0.0797 || Cost Time: 7:56:46 || Estimated Time: 9:01:02 2020-11-03 18:01:00,210 Segmentron INFO: Epoch: 188/400 || Iters: 68/156 || Lr: 0.005661 || Loss: 0.0091 || Loss_b: 0.0696 || Cost Time: 7:56:55 || Estimated Time: 9:00:51 2020-11-03 18:01:09,210 Segmentron INFO: Epoch: 188/400 || Iters: 78/156 || Lr: 0.005659 || Loss: 0.0108 || Loss_b: 0.0761 || Cost Time: 7:57:04 || Estimated Time: 9:00:40 2020-11-03 18:01:18,926 Segmentron INFO: Epoch: 188/400 || Iters: 88/156 || Lr: 0.005658 || Loss: 0.0099 || Loss_b: 0.0697 || Cost Time: 7:57:13 || Estimated Time: 9:00:30 2020-11-03 18:01:29,761 Segmentron INFO: Epoch: 188/400 || Iters: 98/156 || Lr: 0.005656 || Loss: 0.0099 || Loss_b: 0.0710 || Cost Time: 7:57:24 || Estimated Time: 9:00:22 2020-11-03 18:01:38,766 Segmentron INFO: Epoch: 188/400 || Iters: 108/156 || Lr: 0.005655 || Loss: 0.0089 || Loss_b: 0.0702 || Cost Time: 7:57:33 || Estimated Time: 9:00:11 2020-11-03 18:01:51,490 Segmentron INFO: Epoch: 188/400 || Iters: 118/156 || Lr: 0.005653 || Loss: 0.0092 || Loss_b: 0.1144 || Cost Time: 7:57:46 || Estimated Time: 9:00:05 2020-11-03 18:02:00,139 Segmentron INFO: Epoch: 188/400 || Iters: 128/156 || Lr: 0.005652 || Loss: 0.0117 || Loss_b: 0.0966 || Cost Time: 7:57:55 || Estimated Time: 8:59:53 2020-11-03 18:02:08,907 Segmentron INFO: Epoch: 188/400 || Iters: 138/156 || Lr: 0.005650 || Loss: 0.0138 || Loss_b: 0.0818 || Cost Time: 7:58:03 || Estimated Time: 8:59:43 2020-11-03 18:02:17,957 Segmentron INFO: Epoch: 188/400 || Iters: 148/156 || Lr: 0.005649 || Loss: 0.0129 || Loss_b: 0.0732 || Cost Time: 7:58:12 || Estimated Time: 8:59:32 2020-11-03 18:02:29,295 Segmentron INFO: Epoch 188 model saved in: workdir/a2-2-3-400e/188.pth 2020-11-03 18:02:30,619 Segmentron INFO: Epoch: 189/400 || Iters: 2/156 || Lr: 0.005647 || Loss: 0.0124 || Loss_b: 0.0685 || Cost Time: 7:58:25 || Estimated Time: 8:59:25 2020-11-03 18:02:39,006 Segmentron INFO: Epoch: 189/400 || Iters: 12/156 || Lr: 0.005646 || Loss: 0.0653 || Loss_b: 0.0809 || Cost Time: 7:58:33 || Estimated Time: 8:59:14 2020-11-03 18:02:48,730 Segmentron INFO: Epoch: 189/400 || Iters: 22/156 || Lr: 0.005644 || Loss: 0.0230 || Loss_b: 0.0710 || Cost Time: 7:58:43 || Estimated Time: 8:59:04 2020-11-03 18:02:58,555 Segmentron INFO: Epoch: 189/400 || Iters: 32/156 || Lr: 0.005642 || Loss: 0.0550 || Loss_b: 0.0776 || Cost Time: 7:58:53 || Estimated Time: 8:58:54 2020-11-03 18:03:08,799 Segmentron INFO: Epoch: 189/400 || Iters: 42/156 || Lr: 0.005641 || Loss: 0.0310 || Loss_b: 0.0834 || Cost Time: 7:59:03 || Estimated Time: 8:58:45 2020-11-03 18:03:17,919 Segmentron INFO: Epoch: 189/400 || Iters: 52/156 || Lr: 0.005639 || Loss: 0.0138 || Loss_b: 0.0719 || Cost Time: 7:59:12 || Estimated Time: 8:58:35 2020-11-03 18:03:26,945 Segmentron INFO: Epoch: 189/400 || Iters: 62/156 || Lr: 0.005638 || Loss: 0.0143 || Loss_b: 0.0742 || Cost Time: 7:59:21 || Estimated Time: 8:58:24 2020-11-03 18:03:35,638 Segmentron INFO: Epoch: 189/400 || Iters: 72/156 || Lr: 0.005636 || Loss: 0.0144 || Loss_b: 0.0733 || Cost Time: 7:59:30 || Estimated Time: 8:58:13 2020-11-03 18:03:46,653 Segmentron INFO: Epoch: 189/400 || Iters: 82/156 || Lr: 0.005635 || Loss: 0.0250 || Loss_b: 0.0870 || Cost Time: 7:59:41 || Estimated Time: 8:58:05 2020-11-03 18:03:56,963 Segmentron INFO: Epoch: 189/400 || Iters: 92/156 || Lr: 0.005633 || Loss: 0.0164 || Loss_b: 0.0858 || Cost Time: 7:59:51 || Estimated Time: 8:57:55 2020-11-03 18:04:06,120 Segmentron INFO: Epoch: 189/400 || Iters: 102/156 || Lr: 0.005632 || Loss: 0.0170 || Loss_b: 0.0727 || Cost Time: 8:00:01 || Estimated Time: 8:57:45 2020-11-03 18:04:16,772 Segmentron INFO: Epoch: 189/400 || Iters: 112/156 || Lr: 0.005630 || Loss: 0.0120 || Loss_b: 0.0749 || Cost Time: 8:00:11 || Estimated Time: 8:57:36 2020-11-03 18:04:26,303 Segmentron INFO: Epoch: 189/400 || Iters: 122/156 || Lr: 0.005629 || Loss: 0.0147 || Loss_b: 0.0779 || Cost Time: 8:00:21 || Estimated Time: 8:57:26 2020-11-03 18:04:35,561 Segmentron INFO: Epoch: 189/400 || Iters: 132/156 || Lr: 0.005627 || Loss: 0.0159 || Loss_b: 0.0766 || Cost Time: 8:00:30 || Estimated Time: 8:57:16 2020-11-03 18:04:45,655 Segmentron INFO: Epoch: 189/400 || Iters: 142/156 || Lr: 0.005626 || Loss: 0.0121 || Loss_b: 0.0719 || Cost Time: 8:00:40 || Estimated Time: 8:57:06 2020-11-03 18:04:54,490 Segmentron INFO: Epoch: 189/400 || Iters: 152/156 || Lr: 0.005624 || Loss: 0.0303 || Loss_b: 0.0823 || Cost Time: 8:00:49 || Estimated Time: 8:56:55 2020-11-03 18:04:58,919 Segmentron INFO: Epoch 189 model saved in: workdir/a2-2-3-400e/189.pth 2020-11-03 18:05:07,668 Segmentron INFO: Epoch: 190/400 || Iters: 6/156 || Lr: 0.005622 || Loss: 0.0084 || Loss_b: 0.0641 || Cost Time: 8:01:02 || Estimated Time: 8:56:49 2020-11-03 18:05:16,597 Segmentron INFO: Epoch: 190/400 || Iters: 16/156 || Lr: 0.005621 || Loss: 0.0224 || Loss_b: 0.0736 || Cost Time: 8:01:11 || Estimated Time: 8:56:39 2020-11-03 18:05:28,462 Segmentron INFO: Epoch: 190/400 || Iters: 26/156 || Lr: 0.005619 || Loss: 0.0150 || Loss_b: 0.0722 || Cost Time: 8:01:23 || Estimated Time: 8:56:31 2020-11-03 18:05:36,047 Segmentron INFO: Epoch: 190/400 || Iters: 36/156 || Lr: 0.005618 || Loss: 0.0209 || Loss_b: 0.0867 || Cost Time: 8:01:30 || Estimated Time: 8:56:19 2020-11-03 18:05:45,108 Segmentron INFO: Epoch: 190/400 || Iters: 46/156 || Lr: 0.005616 || Loss: 0.0092 || Loss_b: 0.0668 || Cost Time: 8:01:40 || Estimated Time: 8:56:08 2020-11-03 18:05:54,236 Segmentron INFO: Epoch: 190/400 || Iters: 56/156 || Lr: 0.005615 || Loss: 0.0107 || Loss_b: 0.0706 || Cost Time: 8:01:49 || Estimated Time: 8:55:58 2020-11-03 18:06:03,306 Segmentron INFO: Epoch: 190/400 || Iters: 66/156 || Lr: 0.005613 || Loss: 0.0085 || Loss_b: 0.0654 || Cost Time: 8:01:58 || Estimated Time: 8:55:47 2020-11-03 18:06:12,509 Segmentron INFO: Epoch: 190/400 || Iters: 76/156 || Lr: 0.005612 || Loss: 0.0238 || Loss_b: 0.0789 || Cost Time: 8:02:07 || Estimated Time: 8:55:37 2020-11-03 18:06:23,428 Segmentron INFO: Epoch: 190/400 || Iters: 86/156 || Lr: 0.005610 || Loss: 0.0109 || Loss_b: 0.0650 || Cost Time: 8:02:18 || Estimated Time: 8:55:28 2020-11-03 18:06:34,865 Segmentron INFO: Epoch: 190/400 || Iters: 96/156 || Lr: 0.005609 || Loss: 0.0124 || Loss_b: 0.0670 || Cost Time: 8:02:29 || Estimated Time: 8:55:20 2020-11-03 18:06:44,407 Segmentron INFO: Epoch: 190/400 || Iters: 106/156 || Lr: 0.005607 || Loss: 0.0118 || Loss_b: 0.0718 || Cost Time: 8:02:39 || Estimated Time: 8:55:10 2020-11-03 18:06:53,292 Segmentron INFO: Epoch: 190/400 || Iters: 116/156 || Lr: 0.005606 || Loss: 0.0089 || Loss_b: 0.0633 || Cost Time: 8:02:48 || Estimated Time: 8:54:59 2020-11-03 18:07:01,902 Segmentron INFO: Epoch: 190/400 || Iters: 126/156 || Lr: 0.005604 || Loss: 0.0079 || Loss_b: 0.0649 || Cost Time: 8:02:56 || Estimated Time: 8:54:48 2020-11-03 18:07:13,634 Segmentron INFO: Epoch: 190/400 || Iters: 136/156 || Lr: 0.005603 || Loss: 0.0107 || Loss_b: 0.0699 || Cost Time: 8:03:08 || Estimated Time: 8:54:41 2020-11-03 18:07:22,953 Segmentron INFO: Epoch: 190/400 || Iters: 146/156 || Lr: 0.005601 || Loss: 0.0227 || Loss_b: 0.0817 || Cost Time: 8:03:17 || Estimated Time: 8:54:30 2020-11-03 18:07:32,230 Segmentron INFO: Epoch: 190/400 || Iters: 0/156 || Lr: 0.005599 || Loss: 0.0136 || Loss_b: 0.0782 || Cost Time: 8:03:27 || Estimated Time: 8:54:20 2020-11-03 18:07:32,920 Segmentron INFO: Epoch 190 model saved in: workdir/a2-2-3-400e/190.pth 2020-11-03 18:07:42,608 Segmentron INFO: Epoch: 191/400 || Iters: 10/156 || Lr: 0.005598 || Loss: 0.0127 || Loss_b: 0.0714 || Cost Time: 8:03:37 || Estimated Time: 8:54:11 2020-11-03 18:07:51,790 Segmentron INFO: Epoch: 191/400 || Iters: 20/156 || Lr: 0.005596 || Loss: 0.0084 || Loss_b: 0.0632 || Cost Time: 8:03:46 || Estimated Time: 8:54:00 2020-11-03 18:08:01,299 Segmentron INFO: Epoch: 191/400 || Iters: 30/156 || Lr: 0.005595 || Loss: 0.0124 || Loss_b: 0.0687 || Cost Time: 8:03:56 || Estimated Time: 8:53:50 2020-11-03 18:08:11,617 Segmentron INFO: Epoch: 191/400 || Iters: 40/156 || Lr: 0.005593 || Loss: 0.0128 || Loss_b: 0.0768 || Cost Time: 8:04:06 || Estimated Time: 8:53:41 2020-11-03 18:08:20,945 Segmentron INFO: Epoch: 191/400 || Iters: 50/156 || Lr: 0.005592 || Loss: 0.0147 || Loss_b: 0.0825 || Cost Time: 8:04:15 || Estimated Time: 8:53:31 2020-11-03 18:08:29,931 Segmentron INFO: Epoch: 191/400 || Iters: 60/156 || Lr: 0.005590 || Loss: 0.0120 || Loss_b: 0.0725 || Cost Time: 8:04:24 || Estimated Time: 8:53:20 2020-11-03 18:08:42,472 Segmentron INFO: Epoch: 191/400 || Iters: 70/156 || Lr: 0.005589 || Loss: 0.0176 || Loss_b: 0.0767 || Cost Time: 8:04:37 || Estimated Time: 8:53:13 2020-11-03 18:08:50,762 Segmentron INFO: Epoch: 191/400 || Iters: 80/156 || Lr: 0.005587 || Loss: 0.0100 || Loss_b: 0.0716 || Cost Time: 8:04:45 || Estimated Time: 8:53:02 2020-11-03 18:09:00,934 Segmentron INFO: Epoch: 191/400 || Iters: 90/156 || Lr: 0.005586 || Loss: 0.0094 || Loss_b: 0.0665 || Cost Time: 8:04:55 || Estimated Time: 8:52:53 2020-11-03 18:09:10,909 Segmentron INFO: Epoch: 191/400 || Iters: 100/156 || Lr: 0.005584 || Loss: 0.0108 || Loss_b: 0.0743 || Cost Time: 8:05:05 || Estimated Time: 8:52:43 2020-11-03 18:09:19,943 Segmentron INFO: Epoch: 191/400 || Iters: 110/156 || Lr: 0.005583 || Loss: 0.0085 || Loss_b: 1.0198 || Cost Time: 8:05:14 || Estimated Time: 8:52:32 2020-11-03 18:09:29,763 Segmentron INFO: Epoch: 191/400 || Iters: 120/156 || Lr: 0.005581 || Loss: 0.0132 || Loss_b: 1.0137 || Cost Time: 8:05:24 || Estimated Time: 8:52:23 2020-11-03 18:09:38,679 Segmentron INFO: Epoch: 191/400 || Iters: 130/156 || Lr: 0.005579 || Loss: 0.0095 || Loss_b: 1.0048 || Cost Time: 8:05:33 || Estimated Time: 8:52:12 2020-11-03 18:09:49,068 Segmentron INFO: Epoch: 191/400 || Iters: 140/156 || Lr: 0.005578 || Loss: 0.0122 || Loss_b: 1.0022 || Cost Time: 8:05:43 || Estimated Time: 8:52:03 2020-11-03 18:09:59,576 Segmentron INFO: Epoch: 191/400 || Iters: 150/156 || Lr: 0.005576 || Loss: 0.0088 || Loss_b: 0.9952 || Cost Time: 8:05:54 || Estimated Time: 8:51:54 2020-11-03 18:10:05,418 Segmentron INFO: Epoch 191 model saved in: workdir/a2-2-3-400e/191.pth 2020-11-03 18:10:08,972 Segmentron INFO: Epoch: 192/400 || Iters: 4/156 || Lr: 0.005575 || Loss: 0.0086 || Loss_b: 0.9903 || Cost Time: 8:06:03 || Estimated Time: 8:51:44 2020-11-03 18:10:17,682 Segmentron INFO: Epoch: 192/400 || Iters: 14/156 || Lr: 0.005573 || Loss: 0.0114 || Loss_b: 0.9851 || Cost Time: 8:06:12 || Estimated Time: 8:51:33 2020-11-03 18:10:26,662 Segmentron INFO: Epoch: 192/400 || Iters: 24/156 || Lr: 0.005572 || Loss: 0.0073 || Loss_b: 0.9794 || Cost Time: 8:06:21 || Estimated Time: 8:51:22 2020-11-03 18:10:35,950 Segmentron INFO: Epoch: 192/400 || Iters: 34/156 || Lr: 0.005570 || Loss: 0.0104 || Loss_b: 0.9730 || Cost Time: 8:06:30 || Estimated Time: 8:51:12 2020-11-03 18:10:45,488 Segmentron INFO: Epoch: 192/400 || Iters: 44/156 || Lr: 0.005569 || Loss: 0.0137 || Loss_b: 0.9656 || Cost Time: 8:06:40 || Estimated Time: 8:51:02 2020-11-03 18:10:54,646 Segmentron INFO: Epoch: 192/400 || Iters: 54/156 || Lr: 0.005567 || Loss: 0.0095 || Loss_b: 0.9644 || Cost Time: 8:06:49 || Estimated Time: 8:50:51 2020-11-03 18:11:05,478 Segmentron INFO: Epoch: 192/400 || Iters: 64/156 || Lr: 0.005566 || Loss: 0.0116 || Loss_b: 0.9587 || Cost Time: 8:07:00 || Estimated Time: 8:50:42 2020-11-03 18:11:16,173 Segmentron INFO: Epoch: 192/400 || Iters: 74/156 || Lr: 0.005564 || Loss: 0.0104 || Loss_b: 0.9565 || Cost Time: 8:07:11 || Estimated Time: 8:50:34 2020-11-03 18:11:25,111 Segmentron INFO: Epoch: 192/400 || Iters: 84/156 || Lr: 0.005562 || Loss: 0.0092 || Loss_b: 0.9553 || Cost Time: 8:07:20 || Estimated Time: 8:50:23 2020-11-03 18:11:34,229 Segmentron INFO: Epoch: 192/400 || Iters: 94/156 || Lr: 0.005561 || Loss: 0.0083 || Loss_b: 0.9558 || Cost Time: 8:07:29 || Estimated Time: 8:50:12 2020-11-03 18:11:43,315 Segmentron INFO: Epoch: 192/400 || Iters: 104/156 || Lr: 0.005559 || Loss: 0.0127 || Loss_b: 0.9479 || Cost Time: 8:07:38 || Estimated Time: 8:50:02 2020-11-03 18:11:54,374 Segmentron INFO: Epoch: 192/400 || Iters: 114/156 || Lr: 0.005558 || Loss: 0.0089 || Loss_b: 0.9443 || Cost Time: 8:07:49 || Estimated Time: 8:49:54 2020-11-03 18:12:03,721 Segmentron INFO: Epoch: 192/400 || Iters: 124/156 || Lr: 0.005556 || Loss: 0.0091 || Loss_b: 0.9325 || Cost Time: 8:07:58 || Estimated Time: 8:49:43 2020-11-03 18:12:15,982 Segmentron INFO: Epoch: 192/400 || Iters: 134/156 || Lr: 0.005555 || Loss: 0.0135 || Loss_b: 0.8251 || Cost Time: 8:08:10 || Estimated Time: 8:49:36 2020-11-03 18:12:24,700 Segmentron INFO: Epoch: 192/400 || Iters: 144/156 || Lr: 0.005553 || Loss: 0.0083 || Loss_b: 0.8933 || Cost Time: 8:08:19 || Estimated Time: 8:49:25 2020-11-03 18:12:35,139 Segmentron INFO: Epoch: 192/400 || Iters: 154/156 || Lr: 0.005552 || Loss: 0.0122 || Loss_b: 0.9033 || Cost Time: 8:08:30 || Estimated Time: 8:49:16 2020-11-03 18:12:37,515 Segmentron INFO: Epoch 192 model saved in: workdir/a2-2-3-400e/192.pth 2020-11-03 18:12:45,722 Segmentron INFO: Epoch: 193/400 || Iters: 8/156 || Lr: 0.005550 || Loss: 0.0130 || Loss_b: 0.5642 || Cost Time: 8:08:40 || Estimated Time: 8:49:07 2020-11-03 18:12:54,438 Segmentron INFO: Epoch: 193/400 || Iters: 18/156 || Lr: 0.005549 || Loss: 0.0115 || Loss_b: 0.9335 || Cost Time: 8:08:49 || Estimated Time: 8:48:56 2020-11-03 18:13:03,225 Segmentron INFO: Epoch: 193/400 || Iters: 28/156 || Lr: 0.005547 || Loss: 0.0125 || Loss_b: 0.8029 || Cost Time: 8:08:58 || Estimated Time: 8:48:45 2020-11-03 18:13:12,357 Segmentron INFO: Epoch: 193/400 || Iters: 38/156 || Lr: 0.005546 || Loss: 0.0547 || Loss_b: 0.4699 || Cost Time: 8:09:07 || Estimated Time: 8:48:35 2020-11-03 18:13:21,139 Segmentron INFO: Epoch: 193/400 || Iters: 48/156 || Lr: 0.005544 || Loss: 0.0177 || Loss_b: 0.5082 || Cost Time: 8:09:16 || Estimated Time: 8:48:24 2020-11-03 18:13:32,551 Segmentron INFO: Epoch: 193/400 || Iters: 58/156 || Lr: 0.005542 || Loss: 0.0199 || Loss_b: 1.0238 || Cost Time: 8:09:27 || Estimated Time: 8:48:16 2020-11-03 18:13:42,656 Segmentron INFO: Epoch: 193/400 || Iters: 68/156 || Lr: 0.005541 || Loss: 0.0169 || Loss_b: 1.0056 || Cost Time: 8:09:37 || Estimated Time: 8:48:07 2020-11-03 18:13:51,965 Segmentron INFO: Epoch: 193/400 || Iters: 78/156 || Lr: 0.005539 || Loss: 0.0126 || Loss_b: 0.9753 || Cost Time: 8:09:46 || Estimated Time: 8:47:56 2020-11-03 18:14:02,159 Segmentron INFO: Epoch: 193/400 || Iters: 88/156 || Lr: 0.005538 || Loss: 0.0145 || Loss_b: 0.9326 || Cost Time: 8:09:57 || Estimated Time: 8:47:47 2020-11-03 18:14:11,446 Segmentron INFO: Epoch: 193/400 || Iters: 98/156 || Lr: 0.005536 || Loss: 0.0176 || Loss_b: 0.8862 || Cost Time: 8:10:06 || Estimated Time: 8:47:37 2020-11-03 18:14:20,482 Segmentron INFO: Epoch: 193/400 || Iters: 108/156 || Lr: 0.005535 || Loss: 0.0255 || Loss_b: 0.7100 || Cost Time: 8:10:15 || Estimated Time: 8:47:26 2020-11-03 18:14:31,319 Segmentron INFO: Epoch: 193/400 || Iters: 118/156 || Lr: 0.005533 || Loss: 0.0191 || Loss_b: 0.8397 || Cost Time: 8:10:26 || Estimated Time: 8:47:17 2020-11-03 18:14:41,189 Segmentron INFO: Epoch: 193/400 || Iters: 128/156 || Lr: 0.005532 || Loss: 0.0217 || Loss_b: 0.9766 || Cost Time: 8:10:36 || Estimated Time: 8:47:08 2020-11-03 18:14:53,621 Segmentron INFO: Epoch: 193/400 || Iters: 138/156 || Lr: 0.005530 || Loss: 0.0213 || Loss_b: 0.9735 || Cost Time: 8:10:48 || Estimated Time: 8:47:01 2020-11-03 18:15:02,267 Segmentron INFO: Epoch: 193/400 || Iters: 148/156 || Lr: 0.005529 || Loss: 0.0198 || Loss_b: 0.9822 || Cost Time: 8:10:57 || Estimated Time: 8:46:50 2020-11-03 18:15:10,552 Segmentron INFO: Epoch 193 model saved in: workdir/a2-2-3-400e/193.pth 2020-11-03 18:15:11,902 Segmentron INFO: Epoch: 194/400 || Iters: 2/156 || Lr: 0.005527 || Loss: 0.0208 || Loss_b: 0.9759 || Cost Time: 8:11:06 || Estimated Time: 8:46:40 2020-11-03 18:15:21,553 Segmentron INFO: Epoch: 194/400 || Iters: 12/156 || Lr: 0.005526 || Loss: 0.0141 || Loss_b: 0.9742 || Cost Time: 8:11:16 || Estimated Time: 8:46:30 2020-11-03 18:15:30,285 Segmentron INFO: Epoch: 194/400 || Iters: 22/156 || Lr: 0.005524 || Loss: 0.0140 || Loss_b: 0.9731 || Cost Time: 8:11:25 || Estimated Time: 8:46:19 2020-11-03 18:15:39,397 Segmentron INFO: Epoch: 194/400 || Iters: 32/156 || Lr: 0.005522 || Loss: 0.0144 || Loss_b: 0.9563 || Cost Time: 8:11:34 || Estimated Time: 8:46:08 2020-11-03 18:15:48,739 Segmentron INFO: Epoch: 194/400 || Iters: 42/156 || Lr: 0.005521 || Loss: 0.0230 || Loss_b: 0.9025 || Cost Time: 8:11:43 || Estimated Time: 8:45:58 2020-11-03 18:15:58,549 Segmentron INFO: Epoch: 194/400 || Iters: 52/156 || Lr: 0.005519 || Loss: 0.0172 || Loss_b: 0.9724 || Cost Time: 8:11:53 || Estimated Time: 8:45:48 2020-11-03 18:16:08,341 Segmentron INFO: Epoch: 194/400 || Iters: 62/156 || Lr: 0.005518 || Loss: 0.0217 || Loss_b: 0.9632 || Cost Time: 8:12:03 || Estimated Time: 8:45:39 2020-11-03 18:16:18,811 Segmentron INFO: Epoch: 194/400 || Iters: 72/156 || Lr: 0.005516 || Loss: 0.0151 || Loss_b: 0.8997 || Cost Time: 8:12:13 || Estimated Time: 8:45:30 2020-11-03 18:16:29,134 Segmentron INFO: Epoch: 194/400 || Iters: 82/156 || Lr: 0.005515 || Loss: 0.0212 || Loss_b: 0.9324 || Cost Time: 8:12:24 || Estimated Time: 8:45:20 2020-11-03 18:16:38,115 Segmentron INFO: Epoch: 194/400 || Iters: 92/156 || Lr: 0.005513 || Loss: 0.0125 || Loss_b: 0.7846 || Cost Time: 8:12:33 || Estimated Time: 8:45:10 2020-11-03 18:16:48,741 Segmentron INFO: Epoch: 194/400 || Iters: 102/156 || Lr: 0.005512 || Loss: 0.0328 || Loss_b: 0.6202 || Cost Time: 8:12:43 || Estimated Time: 8:45:01 2020-11-03 18:16:58,806 Segmentron INFO: Epoch: 194/400 || Iters: 112/156 || Lr: 0.005510 || Loss: 0.0297 || Loss_b: 0.4852 || Cost Time: 8:12:53 || Estimated Time: 8:44:51 2020-11-03 18:17:07,867 Segmentron INFO: Epoch: 194/400 || Iters: 122/156 || Lr: 0.005509 || Loss: 0.0213 || Loss_b: 0.3583 || Cost Time: 8:13:02 || Estimated Time: 8:44:41 2020-11-03 18:17:18,380 Segmentron INFO: Epoch: 194/400 || Iters: 132/156 || Lr: 0.005507 || Loss: 0.0213 || Loss_b: 0.6727 || Cost Time: 8:13:13 || Estimated Time: 8:44:32 2020-11-03 18:17:26,969 Segmentron INFO: Epoch: 194/400 || Iters: 142/156 || Lr: 0.005505 || Loss: 0.0218 || Loss_b: 0.4920 || Cost Time: 8:13:21 || Estimated Time: 8:44:21 2020-11-03 18:17:35,793 Segmentron INFO: Epoch: 194/400 || Iters: 152/156 || Lr: 0.005504 || Loss: 0.0223 || Loss_b: 0.6635 || Cost Time: 8:13:30 || Estimated Time: 8:44:10 2020-11-03 18:17:39,873 Segmentron INFO: Epoch 194 model saved in: workdir/a2-2-3-400e/194.pth 2020-11-03 18:17:45,083 Segmentron INFO: Epoch: 195/400 || Iters: 6/156 || Lr: 0.005502 || Loss: 0.0234 || Loss_b: 0.1972 || Cost Time: 8:13:39 || Estimated Time: 8:44:00 2020-11-03 18:17:56,182 Segmentron INFO: Epoch: 195/400 || Iters: 16/156 || Lr: 0.005501 || Loss: 0.0234 || Loss_b: 0.5165 || Cost Time: 8:13:51 || Estimated Time: 8:43:51 2020-11-03 18:18:07,404 Segmentron INFO: Epoch: 195/400 || Iters: 26/156 || Lr: 0.005499 || Loss: 0.0161 || Loss_b: 0.5936 || Cost Time: 8:14:02 || Estimated Time: 8:43:43 2020-11-03 18:18:16,787 Segmentron INFO: Epoch: 195/400 || Iters: 36/156 || Lr: 0.005498 || Loss: 0.0120 || Loss_b: 0.3387 || Cost Time: 8:14:11 || Estimated Time: 8:43:33 2020-11-03 18:18:25,712 Segmentron INFO: Epoch: 195/400 || Iters: 46/156 || Lr: 0.005496 || Loss: 0.0159 || Loss_b: 0.5025 || Cost Time: 8:14:20 || Estimated Time: 8:43:22 2020-11-03 18:18:34,977 Segmentron INFO: Epoch: 195/400 || Iters: 56/156 || Lr: 0.005495 || Loss: 0.0160 || Loss_b: 0.4242 || Cost Time: 8:14:29 || Estimated Time: 8:43:12 2020-11-03 18:18:44,002 Segmentron INFO: Epoch: 195/400 || Iters: 66/156 || Lr: 0.005493 || Loss: 0.0152 || Loss_b: 0.3957 || Cost Time: 8:14:38 || Estimated Time: 8:43:01 2020-11-03 18:18:55,703 Segmentron INFO: Epoch: 195/400 || Iters: 76/156 || Lr: 0.005492 || Loss: 0.0327 || Loss_b: 0.1381 || Cost Time: 8:14:50 || Estimated Time: 8:42:53 2020-11-03 18:19:04,441 Segmentron INFO: Epoch: 195/400 || Iters: 86/156 || Lr: 0.005490 || Loss: 0.0125 || Loss_b: 0.1405 || Cost Time: 8:14:59 || Estimated Time: 8:42:42 2020-11-03 18:19:13,533 Segmentron INFO: Epoch: 195/400 || Iters: 96/156 || Lr: 0.005489 || Loss: 0.0149 || Loss_b: 0.1280 || Cost Time: 8:15:08 || Estimated Time: 8:42:32 2020-11-03 18:19:23,530 Segmentron INFO: Epoch: 195/400 || Iters: 106/156 || Lr: 0.005487 || Loss: 0.0137 || Loss_b: 0.1296 || Cost Time: 8:15:18 || Estimated Time: 8:42:22 2020-11-03 18:19:34,199 Segmentron INFO: Epoch: 195/400 || Iters: 116/156 || Lr: 0.005485 || Loss: 0.0166 || Loss_b: 0.1370 || Cost Time: 8:15:29 || Estimated Time: 8:42:13 2020-11-03 18:19:44,247 Segmentron INFO: Epoch: 195/400 || Iters: 126/156 || Lr: 0.005484 || Loss: 0.0227 || Loss_b: 0.1289 || Cost Time: 8:15:39 || Estimated Time: 8:42:04 2020-11-03 18:19:53,907 Segmentron INFO: Epoch: 195/400 || Iters: 136/156 || Lr: 0.005482 || Loss: 0.0115 || Loss_b: 0.1124 || Cost Time: 8:15:48 || Estimated Time: 8:41:54 2020-11-03 18:20:04,321 Segmentron INFO: Epoch: 195/400 || Iters: 146/156 || Lr: 0.005481 || Loss: 0.0180 || Loss_b: 0.1024 || Cost Time: 8:15:59 || Estimated Time: 8:41:45 2020-11-03 18:20:13,385 Segmentron INFO: Epoch: 195/400 || Iters: 0/156 || Lr: 0.005479 || Loss: 0.0117 || Loss_b: 0.0997 || Cost Time: 8:16:08 || Estimated Time: 8:41:34 2020-11-03 18:20:14,388 Segmentron INFO: Epoch 195 model saved in: workdir/a2-2-3-400e/195.pth 2020-11-03 18:20:22,716 Segmentron INFO: Epoch: 196/400 || Iters: 10/156 || Lr: 0.005478 || Loss: 0.0167 || Loss_b: 0.0891 || Cost Time: 8:16:17 || Estimated Time: 8:41:24 2020-11-03 18:20:31,902 Segmentron INFO: Epoch: 196/400 || Iters: 20/156 || Lr: 0.005476 || Loss: 0.0128 || Loss_b: 0.1233 || Cost Time: 8:16:26 || Estimated Time: 8:41:14 2020-11-03 18:20:40,608 Segmentron INFO: Epoch: 196/400 || Iters: 30/156 || Lr: 0.005475 || Loss: 0.0114 || Loss_b: 0.1019 || Cost Time: 8:16:35 || Estimated Time: 8:41:03 2020-11-03 18:20:53,473 Segmentron INFO: Epoch: 196/400 || Iters: 40/156 || Lr: 0.005473 || Loss: 0.0112 || Loss_b: 0.0923 || Cost Time: 8:16:48 || Estimated Time: 8:40:56 2020-11-03 18:21:01,560 Segmentron INFO: Epoch: 196/400 || Iters: 50/156 || Lr: 0.005472 || Loss: 0.0117 || Loss_b: 0.0791 || Cost Time: 8:16:56 || Estimated Time: 8:40:45 2020-11-03 18:21:10,690 Segmentron INFO: Epoch: 196/400 || Iters: 60/156 || Lr: 0.005470 || Loss: 0.0102 || Loss_b: 0.0887 || Cost Time: 8:17:05 || Estimated Time: 8:40:34 2020-11-03 18:21:19,546 Segmentron INFO: Epoch: 196/400 || Iters: 70/156 || Lr: 0.005468 || Loss: 0.0111 || Loss_b: 0.1085 || Cost Time: 8:17:14 || Estimated Time: 8:40:23 2020-11-03 18:21:30,381 Segmentron INFO: Epoch: 196/400 || Iters: 80/156 || Lr: 0.005467 || Loss: 0.0099 || Loss_b: 0.1228 || Cost Time: 8:17:25 || Estimated Time: 8:40:15 2020-11-03 18:21:39,162 Segmentron INFO: Epoch: 196/400 || Iters: 90/156 || Lr: 0.005465 || Loss: 0.0117 || Loss_b: 0.0952 || Cost Time: 8:17:34 || Estimated Time: 8:40:04 2020-11-03 18:21:49,962 Segmentron INFO: Epoch: 196/400 || Iters: 100/156 || Lr: 0.005464 || Loss: 0.0078 || Loss_b: 0.0927 || Cost Time: 8:17:44 || Estimated Time: 8:39:55 2020-11-03 18:22:00,718 Segmentron INFO: Epoch: 196/400 || Iters: 110/156 || Lr: 0.005462 || Loss: 0.0123 || Loss_b: 0.0881 || Cost Time: 8:17:55 || Estimated Time: 8:39:46 2020-11-03 18:22:10,527 Segmentron INFO: Epoch: 196/400 || Iters: 120/156 || Lr: 0.005461 || Loss: 0.0089 || Loss_b: 0.0797 || Cost Time: 8:18:05 || Estimated Time: 8:39:37 2020-11-03 18:22:19,936 Segmentron INFO: Epoch: 196/400 || Iters: 130/156 || Lr: 0.005459 || Loss: 0.0135 || Loss_b: 0.0956 || Cost Time: 8:18:14 || Estimated Time: 8:39:26 2020-11-03 18:22:30,881 Segmentron INFO: Epoch: 196/400 || Iters: 140/156 || Lr: 0.005458 || Loss: 0.0149 || Loss_b: 0.0865 || Cost Time: 8:18:25 || Estimated Time: 8:39:18 2020-11-03 18:22:41,012 Segmentron INFO: Epoch: 196/400 || Iters: 150/156 || Lr: 0.005456 || Loss: 0.0090 || Loss_b: 0.0775 || Cost Time: 8:18:35 || Estimated Time: 8:39:08 2020-11-03 18:22:46,562 Segmentron INFO: Epoch 196 model saved in: workdir/a2-2-3-400e/196.pth 2020-11-03 18:22:49,751 Segmentron INFO: Epoch: 197/400 || Iters: 4/156 || Lr: 0.005455 || Loss: 0.0138 || Loss_b: 0.0986 || Cost Time: 8:18:44 || Estimated Time: 8:38:58 2020-11-03 18:22:58,907 Segmentron INFO: Epoch: 197/400 || Iters: 14/156 || Lr: 0.005453 || Loss: 0.0096 || Loss_b: 0.0739 || Cost Time: 8:18:53 || Estimated Time: 8:38:47 2020-11-03 18:23:09,573 Segmentron INFO: Epoch: 197/400 || Iters: 24/156 || Lr: 0.005452 || Loss: 0.0150 || Loss_b: 0.0806 || Cost Time: 8:19:04 || Estimated Time: 8:38:38 2020-11-03 18:23:18,217 Segmentron INFO: Epoch: 197/400 || Iters: 34/156 || Lr: 0.005450 || Loss: 0.0101 || Loss_b: 0.0801 || Cost Time: 8:19:13 || Estimated Time: 8:38:27 2020-11-03 18:23:26,881 Segmentron INFO: Epoch: 197/400 || Iters: 44/156 || Lr: 0.005448 || Loss: 0.0114 || Loss_b: 0.0863 || Cost Time: 8:19:21 || Estimated Time: 8:38:16 2020-11-03 18:23:36,732 Segmentron INFO: Epoch: 197/400 || Iters: 54/156 || Lr: 0.005447 || Loss: 0.0123 || Loss_b: 0.0921 || Cost Time: 8:19:31 || Estimated Time: 8:38:07 2020-11-03 18:23:46,063 Segmentron INFO: Epoch: 197/400 || Iters: 64/156 || Lr: 0.005445 || Loss: 0.0094 || Loss_b: 0.0799 || Cost Time: 8:19:40 || Estimated Time: 8:37:56 2020-11-03 18:23:57,267 Segmentron INFO: Epoch: 197/400 || Iters: 74/156 || Lr: 0.005444 || Loss: 0.0102 || Loss_b: 0.0789 || Cost Time: 8:19:52 || Estimated Time: 8:37:48 2020-11-03 18:24:05,555 Segmentron INFO: Epoch: 197/400 || Iters: 84/156 || Lr: 0.005442 || Loss: 0.0117 || Loss_b: 0.0864 || Cost Time: 8:20:00 || Estimated Time: 8:37:37 2020-11-03 18:24:15,217 Segmentron INFO: Epoch: 197/400 || Iters: 94/156 || Lr: 0.005441 || Loss: 0.0147 || Loss_b: 0.0772 || Cost Time: 8:20:10 || Estimated Time: 8:37:27 2020-11-03 18:24:24,727 Segmentron INFO: Epoch: 197/400 || Iters: 104/156 || Lr: 0.005439 || Loss: 0.0100 || Loss_b: 0.0780 || Cost Time: 8:20:19 || Estimated Time: 8:37:17 2020-11-03 18:24:35,841 Segmentron INFO: Epoch: 197/400 || Iters: 114/156 || Lr: 0.005438 || Loss: 0.0188 || Loss_b: 0.6077 || Cost Time: 8:20:30 || Estimated Time: 8:37:08 2020-11-03 18:24:45,155 Segmentron INFO: Epoch: 197/400 || Iters: 124/156 || Lr: 0.005436 || Loss: 0.0192 || Loss_b: 0.3009 || Cost Time: 8:20:40 || Estimated Time: 8:36:58 2020-11-03 18:24:55,187 Segmentron INFO: Epoch: 197/400 || Iters: 134/156 || Lr: 0.005435 || Loss: 0.0139 || Loss_b: 0.1444 || Cost Time: 8:20:50 || Estimated Time: 8:36:49 2020-11-03 18:25:05,429 Segmentron INFO: Epoch: 197/400 || Iters: 144/156 || Lr: 0.005433 || Loss: 0.0090 || Loss_b: 0.1031 || Cost Time: 8:21:00 || Estimated Time: 8:36:39 2020-11-03 18:25:18,403 Segmentron INFO: Epoch: 197/400 || Iters: 154/156 || Lr: 0.005431 || Loss: 0.0081 || Loss_b: 0.1137 || Cost Time: 8:21:13 || Estimated Time: 8:36:33 2020-11-03 18:25:20,201 Segmentron INFO: Epoch 197 model saved in: workdir/a2-2-3-400e/197.pth 2020-11-03 18:25:27,795 Segmentron INFO: Epoch: 198/400 || Iters: 8/156 || Lr: 0.005430 || Loss: 0.0081 || Loss_b: 0.0890 || Cost Time: 8:21:22 || Estimated Time: 8:36:23 2020-11-03 18:25:36,413 Segmentron INFO: Epoch: 198/400 || Iters: 18/156 || Lr: 0.005428 || Loss: 0.0165 || Loss_b: 0.0829 || Cost Time: 8:21:31 || Estimated Time: 8:36:12 2020-11-03 18:25:45,816 Segmentron INFO: Epoch: 198/400 || Iters: 28/156 || Lr: 0.005427 || Loss: 0.0100 || Loss_b: 0.0751 || Cost Time: 8:21:40 || Estimated Time: 8:36:01 2020-11-03 18:25:55,599 Segmentron INFO: Epoch: 198/400 || Iters: 38/156 || Lr: 0.005425 || Loss: 0.0122 || Loss_b: 0.0800 || Cost Time: 8:21:50 || Estimated Time: 8:35:52 2020-11-03 18:26:04,866 Segmentron INFO: Epoch: 198/400 || Iters: 48/156 || Lr: 0.005424 || Loss: 0.0074 || Loss_b: 0.0678 || Cost Time: 8:21:59 || Estimated Time: 8:35:41 2020-11-03 18:26:14,043 Segmentron INFO: Epoch: 198/400 || Iters: 58/156 || Lr: 0.005422 || Loss: 0.0083 || Loss_b: 0.0781 || Cost Time: 8:22:08 || Estimated Time: 8:35:31 2020-11-03 18:26:27,349 Segmentron INFO: Epoch: 198/400 || Iters: 68/156 || Lr: 0.005421 || Loss: 0.0110 || Loss_b: 0.0746 || Cost Time: 8:22:22 || Estimated Time: 8:35:25 2020-11-03 18:26:37,105 Segmentron INFO: Epoch: 198/400 || Iters: 78/156 || Lr: 0.005419 || Loss: 0.0108 || Loss_b: 0.0958 || Cost Time: 8:22:32 || Estimated Time: 8:35:15 2020-11-03 18:26:46,697 Segmentron INFO: Epoch: 198/400 || Iters: 88/156 || Lr: 0.005418 || Loss: 0.0104 || Loss_b: 0.0786 || Cost Time: 8:22:41 || Estimated Time: 8:35:05 2020-11-03 18:26:55,304 Segmentron INFO: Epoch: 198/400 || Iters: 98/156 || Lr: 0.005416 || Loss: 0.0098 || Loss_b: 0.0815 || Cost Time: 8:22:50 || Estimated Time: 8:34:54 2020-11-03 18:27:05,275 Segmentron INFO: Epoch: 198/400 || Iters: 108/156 || Lr: 0.005414 || Loss: 0.0095 || Loss_b: 0.0966 || Cost Time: 8:23:00 || Estimated Time: 8:34:44 2020-11-03 18:27:15,891 Segmentron INFO: Epoch: 198/400 || Iters: 118/156 || Lr: 0.005413 || Loss: 0.0106 || Loss_b: 0.1023 || Cost Time: 8:23:10 || Estimated Time: 8:34:35 2020-11-03 18:27:24,651 Segmentron INFO: Epoch: 198/400 || Iters: 128/156 || Lr: 0.005411 || Loss: 0.0143 || Loss_b: 0.0854 || Cost Time: 8:23:19 || Estimated Time: 8:34:24 2020-11-03 18:27:33,668 Segmentron INFO: Epoch: 198/400 || Iters: 138/156 || Lr: 0.005410 || Loss: 0.0096 || Loss_b: 0.0783 || Cost Time: 8:23:28 || Estimated Time: 8:34:14 2020-11-03 18:27:42,341 Segmentron INFO: Epoch: 198/400 || Iters: 148/156 || Lr: 0.005408 || Loss: 0.0172 || Loss_b: 0.0864 || Cost Time: 8:23:37 || Estimated Time: 8:34:03 2020-11-03 18:27:52,454 Segmentron INFO: Epoch 198 model saved in: workdir/a2-2-3-400e/198.pth 2020-11-03 18:27:54,161 Segmentron INFO: Epoch: 199/400 || Iters: 2/156 || Lr: 0.005407 || Loss: 0.0106 || Loss_b: 0.0847 || Cost Time: 8:23:49 || Estimated Time: 8:33:55 2020-11-03 18:28:02,963 Segmentron INFO: Epoch: 199/400 || Iters: 12/156 || Lr: 0.005405 || Loss: 0.0093 || Loss_b: 0.0746 || Cost Time: 8:23:57 || Estimated Time: 8:33:45 2020-11-03 18:28:11,930 Segmentron INFO: Epoch: 199/400 || Iters: 22/156 || Lr: 0.005404 || Loss: 0.0123 || Loss_b: 0.0750 || Cost Time: 8:24:06 || Estimated Time: 8:33:34 2020-11-03 18:28:22,932 Segmentron INFO: Epoch: 199/400 || Iters: 32/156 || Lr: 0.005402 || Loss: 0.0151 || Loss_b: 0.0754 || Cost Time: 8:24:17 || Estimated Time: 8:33:25 2020-11-03 18:28:31,475 Segmentron INFO: Epoch: 199/400 || Iters: 42/156 || Lr: 0.005401 || Loss: 0.0110 || Loss_b: 0.0715 || Cost Time: 8:24:26 || Estimated Time: 8:33:14 2020-11-03 18:28:40,272 Segmentron INFO: Epoch: 199/400 || Iters: 52/156 || Lr: 0.005399 || Loss: 0.0075 || Loss_b: 0.0721 || Cost Time: 8:24:35 || Estimated Time: 8:33:03 2020-11-03 18:28:49,991 Segmentron INFO: Epoch: 199/400 || Iters: 62/156 || Lr: 0.005397 || Loss: 0.0135 || Loss_b: 0.0802 || Cost Time: 8:24:44 || Estimated Time: 8:32:54 2020-11-03 18:28:59,815 Segmentron INFO: Epoch: 199/400 || Iters: 72/156 || Lr: 0.005396 || Loss: 0.0139 || Loss_b: 0.0842 || Cost Time: 8:24:54 || Estimated Time: 8:32:44 2020-11-03 18:29:09,622 Segmentron INFO: Epoch: 199/400 || Iters: 82/156 || Lr: 0.005394 || Loss: 0.0099 || Loss_b: 0.0724 || Cost Time: 8:25:04 || Estimated Time: 8:32:34 2020-11-03 18:29:19,724 Segmentron INFO: Epoch: 199/400 || Iters: 92/156 || Lr: 0.005393 || Loss: 0.0088 || Loss_b: 0.0731 || Cost Time: 8:25:14 || Estimated Time: 8:32:25 2020-11-03 18:29:29,809 Segmentron INFO: Epoch: 199/400 || Iters: 102/156 || Lr: 0.005391 || Loss: 0.0084 || Loss_b: 0.0653 || Cost Time: 8:25:24 || Estimated Time: 8:32:15 2020-11-03 18:29:40,995 Segmentron INFO: Epoch: 199/400 || Iters: 112/156 || Lr: 0.005390 || Loss: 0.0126 || Loss_b: 0.0783 || Cost Time: 8:25:35 || Estimated Time: 8:32:07 2020-11-03 18:29:50,680 Segmentron INFO: Epoch: 199/400 || Iters: 122/156 || Lr: 0.005388 || Loss: 0.0086 || Loss_b: 0.0704 || Cost Time: 8:25:45 || Estimated Time: 8:31:57 2020-11-03 18:29:59,847 Segmentron INFO: Epoch: 199/400 || Iters: 132/156 || Lr: 0.005387 || Loss: 0.0119 || Loss_b: 0.0761 || Cost Time: 8:25:54 || Estimated Time: 8:31:47 2020-11-03 18:30:10,313 Segmentron INFO: Epoch: 199/400 || Iters: 142/156 || Lr: 0.005385 || Loss: 0.0097 || Loss_b: 0.0741 || Cost Time: 8:26:05 || Estimated Time: 8:31:37 2020-11-03 18:30:22,093 Segmentron INFO: Epoch: 199/400 || Iters: 152/156 || Lr: 0.005384 || Loss: 0.0122 || Loss_b: 0.0746 || Cost Time: 8:26:16 || Estimated Time: 8:31:30 2020-11-03 18:30:25,665 Segmentron INFO: Epoch 199 model saved in: workdir/a2-2-3-400e/199.pth 2020-11-03 18:30:31,005 Segmentron INFO: Epoch: 200/400 || Iters: 6/156 || Lr: 0.005382 || Loss: 0.0096 || Loss_b: 0.0743 || Cost Time: 8:26:25 || Estimated Time: 8:31:19 2020-11-03 18:30:41,425 Segmentron INFO: Epoch: 200/400 || Iters: 16/156 || Lr: 0.005381 || Loss: 0.0129 || Loss_b: 0.0789 || Cost Time: 8:26:36 || Estimated Time: 8:31:10 2020-11-03 18:30:50,423 Segmentron INFO: Epoch: 200/400 || Iters: 26/156 || Lr: 0.005379 || Loss: 0.0154 || Loss_b: 0.0863 || Cost Time: 8:26:45 || Estimated Time: 8:30:59 2020-11-03 18:31:02,651 Segmentron INFO: Epoch: 200/400 || Iters: 36/156 || Lr: 0.005377 || Loss: 0.0113 || Loss_b: 0.0827 || Cost Time: 8:26:57 || Estimated Time: 8:30:52 2020-11-03 18:31:11,744 Segmentron INFO: Epoch: 200/400 || Iters: 46/156 || Lr: 0.005376 || Loss: 0.0127 || Loss_b: 0.0730 || Cost Time: 8:27:06 || Estimated Time: 8:30:41 2020-11-03 18:31:20,801 Segmentron INFO: Epoch: 200/400 || Iters: 56/156 || Lr: 0.005374 || Loss: 0.0069 || Loss_b: 0.0664 || Cost Time: 8:27:15 || Estimated Time: 8:30:31 2020-11-03 18:31:30,900 Segmentron INFO: Epoch: 200/400 || Iters: 66/156 || Lr: 0.005373 || Loss: 0.0136 || Loss_b: 0.0780 || Cost Time: 8:27:25 || Estimated Time: 8:30:21 2020-11-03 18:31:39,269 Segmentron INFO: Epoch: 200/400 || Iters: 76/156 || Lr: 0.005371 || Loss: 0.0117 || Loss_b: 0.0705 || Cost Time: 8:27:34 || Estimated Time: 8:30:10 2020-11-03 18:31:48,564 Segmentron INFO: Epoch: 200/400 || Iters: 86/156 || Lr: 0.005370 || Loss: 0.0085 || Loss_b: 0.0706 || Cost Time: 8:27:43 || Estimated Time: 8:30:00 2020-11-03 18:31:57,882 Segmentron INFO: Epoch: 200/400 || Iters: 96/156 || Lr: 0.005368 || Loss: 0.0097 || Loss_b: 0.0744 || Cost Time: 8:27:52 || Estimated Time: 8:29:50 2020-11-03 18:32:06,893 Segmentron INFO: Epoch: 200/400 || Iters: 106/156 || Lr: 0.005367 || Loss: 0.0091 || Loss_b: 0.0693 || Cost Time: 8:28:01 || Estimated Time: 8:29:39 2020-11-03 18:32:19,864 Segmentron INFO: Epoch: 200/400 || Iters: 116/156 || Lr: 0.005365 || Loss: 0.0107 || Loss_b: 0.0964 || Cost Time: 8:28:14 || Estimated Time: 8:29:33 2020-11-03 18:32:28,857 Segmentron INFO: Epoch: 200/400 || Iters: 126/156 || Lr: 0.005364 || Loss: 0.0131 || Loss_b: 0.0806 || Cost Time: 8:28:23 || Estimated Time: 8:29:22 2020-11-03 18:32:37,986 Segmentron INFO: Epoch: 200/400 || Iters: 136/156 || Lr: 0.005362 || Loss: 0.0080 || Loss_b: 0.0667 || Cost Time: 8:28:32 || Estimated Time: 8:29:12 2020-11-03 18:32:46,852 Segmentron INFO: Epoch: 200/400 || Iters: 146/156 || Lr: 0.005360 || Loss: 0.0164 || Loss_b: 0.0804 || Cost Time: 8:28:41 || Estimated Time: 8:29:01 2020-11-03 18:32:58,281 Segmentron INFO: Epoch: 200/400 || Iters: 0/156 || Lr: 0.005359 || Loss: 0.0076 || Loss_b: 0.0741 || Cost Time: 8:28:53 || Estimated Time: 8:28:53 2020-11-03 18:32:58,969 Segmentron INFO: Epoch 200 model saved in: workdir/a2-2-3-400e/200.pth 2020-11-03 18:33:06,986 Segmentron INFO: Epoch: 201/400 || Iters: 10/156 || Lr: 0.005357 || Loss: 0.0111 || Loss_b: 0.0811 || Cost Time: 8:29:01 || Estimated Time: 8:28:42 2020-11-03 18:33:16,914 Segmentron INFO: Epoch: 201/400 || Iters: 20/156 || Lr: 0.005356 || Loss: 0.0143 || Loss_b: 0.0901 || Cost Time: 8:29:11 || Estimated Time: 8:28:32 2020-11-03 18:33:25,566 Segmentron INFO: Epoch: 201/400 || Iters: 30/156 || Lr: 0.005354 || Loss: 0.0101 || Loss_b: 0.4805 || Cost Time: 8:29:20 || Estimated Time: 8:28:21 2020-11-03 18:33:35,054 Segmentron INFO: Epoch: 201/400 || Iters: 40/156 || Lr: 0.005353 || Loss: 0.0093 || Loss_b: 0.1699 || Cost Time: 8:29:29 || Estimated Time: 8:28:11 2020-11-03 18:33:44,202 Segmentron INFO: Epoch: 201/400 || Iters: 50/156 || Lr: 0.005351 || Loss: 0.0105 || Loss_b: 0.1063 || Cost Time: 8:29:39 || Estimated Time: 8:28:01 2020-11-03 18:33:54,909 Segmentron INFO: Epoch: 201/400 || Iters: 60/156 || Lr: 0.005350 || Loss: 0.0126 || Loss_b: 0.1152 || Cost Time: 8:29:49 || Estimated Time: 8:27:52 2020-11-03 18:34:05,307 Segmentron INFO: Epoch: 201/400 || Iters: 70/156 || Lr: 0.005348 || Loss: 0.0074 || Loss_b: 0.0821 || Cost Time: 8:30:00 || Estimated Time: 8:27:43 2020-11-03 18:34:17,022 Segmentron INFO: Epoch: 201/400 || Iters: 80/156 || Lr: 0.005346 || Loss: 0.0119 || Loss_b: 0.0853 || Cost Time: 8:30:11 || Estimated Time: 8:27:35 2020-11-03 18:34:24,877 Segmentron INFO: Epoch: 201/400 || Iters: 90/156 || Lr: 0.005345 || Loss: 0.0094 || Loss_b: 0.0735 || Cost Time: 8:30:19 || Estimated Time: 8:27:23 2020-11-03 18:34:35,122 Segmentron INFO: Epoch: 201/400 || Iters: 100/156 || Lr: 0.005343 || Loss: 0.0110 || Loss_b: 0.0764 || Cost Time: 8:30:30 || Estimated Time: 8:27:14 2020-11-03 18:34:43,978 Segmentron INFO: Epoch: 201/400 || Iters: 110/156 || Lr: 0.005342 || Loss: 0.0089 || Loss_b: 0.0710 || Cost Time: 8:30:38 || Estimated Time: 8:27:03 2020-11-03 18:34:54,567 Segmentron INFO: Epoch: 201/400 || Iters: 120/156 || Lr: 0.005340 || Loss: 0.0122 || Loss_b: 0.0726 || Cost Time: 8:30:49 || Estimated Time: 8:26:54 2020-11-03 18:35:04,969 Segmentron INFO: Epoch: 201/400 || Iters: 130/156 || Lr: 0.005339 || Loss: 0.0106 || Loss_b: 0.0772 || Cost Time: 8:30:59 || Estimated Time: 8:26:45 2020-11-03 18:35:13,724 Segmentron INFO: Epoch: 201/400 || Iters: 140/156 || Lr: 0.005337 || Loss: 0.0106 || Loss_b: 0.0676 || Cost Time: 8:31:08 || Estimated Time: 8:26:34 2020-11-03 18:35:23,204 Segmentron INFO: Epoch: 201/400 || Iters: 150/156 || Lr: 0.005336 || Loss: 0.0055 || Loss_b: 0.0647 || Cost Time: 8:31:18 || Estimated Time: 8:26:24 2020-11-03 18:35:29,539 Segmentron INFO: Epoch 201 model saved in: workdir/a2-2-3-400e/201.pth 2020-11-03 18:35:32,982 Segmentron INFO: Epoch: 202/400 || Iters: 4/156 || Lr: 0.005334 || Loss: 0.0155 || Loss_b: 0.0731 || Cost Time: 8:31:27 || Estimated Time: 8:26:14 2020-11-03 18:35:42,228 Segmentron INFO: Epoch: 202/400 || Iters: 14/156 || Lr: 0.005333 || Loss: 0.0077 || Loss_b: 0.0636 || Cost Time: 8:31:37 || Estimated Time: 8:26:04 2020-11-03 18:35:53,164 Segmentron INFO: Epoch: 202/400 || Iters: 24/156 || Lr: 0.005331 || Loss: 0.0149 || Loss_b: 0.0837 || Cost Time: 8:31:48 || Estimated Time: 8:25:55 2020-11-03 18:36:02,244 Segmentron INFO: Epoch: 202/400 || Iters: 34/156 || Lr: 0.005329 || Loss: 0.0087 || Loss_b: 0.0648 || Cost Time: 8:31:57 || Estimated Time: 8:25:45 2020-11-03 18:36:11,812 Segmentron INFO: Epoch: 202/400 || Iters: 44/156 || Lr: 0.005328 || Loss: 0.0082 || Loss_b: 0.0737 || Cost Time: 8:32:06 || Estimated Time: 8:25:35 2020-11-03 18:36:22,769 Segmentron INFO: Epoch: 202/400 || Iters: 54/156 || Lr: 0.005326 || Loss: 0.0106 || Loss_b: 0.0725 || Cost Time: 8:32:17 || Estimated Time: 8:25:26 2020-11-03 18:36:31,808 Segmentron INFO: Epoch: 202/400 || Iters: 64/156 || Lr: 0.005325 || Loss: 0.0087 || Loss_b: 0.0866 || Cost Time: 8:32:26 || Estimated Time: 8:25:16 2020-11-03 18:36:41,156 Segmentron INFO: Epoch: 202/400 || Iters: 74/156 || Lr: 0.005323 || Loss: 0.0084 || Loss_b: 0.0712 || Cost Time: 8:32:36 || Estimated Time: 8:25:05 2020-11-03 18:36:49,902 Segmentron INFO: Epoch: 202/400 || Iters: 84/156 || Lr: 0.005322 || Loss: 0.0101 || Loss_b: 0.0694 || Cost Time: 8:32:44 || Estimated Time: 8:24:55 2020-11-03 18:36:59,559 Segmentron INFO: Epoch: 202/400 || Iters: 94/156 || Lr: 0.005320 || Loss: 0.0085 || Loss_b: 0.0764 || Cost Time: 8:32:54 || Estimated Time: 8:24:45 2020-11-03 18:37:10,221 Segmentron INFO: Epoch: 202/400 || Iters: 104/156 || Lr: 0.005319 || Loss: 0.0099 || Loss_b: 0.0708 || Cost Time: 8:33:05 || Estimated Time: 8:24:36 2020-11-03 18:37:20,642 Segmentron INFO: Epoch: 202/400 || Iters: 114/156 || Lr: 0.005317 || Loss: 0.0068 || Loss_b: 0.0635 || Cost Time: 8:33:15 || Estimated Time: 8:24:27 2020-11-03 18:37:29,966 Segmentron INFO: Epoch: 202/400 || Iters: 124/156 || Lr: 0.005316 || Loss: 0.0110 || Loss_b: 0.0721 || Cost Time: 8:33:24 || Estimated Time: 8:24:16 2020-11-03 18:37:40,186 Segmentron INFO: Epoch: 202/400 || Iters: 134/156 || Lr: 0.005314 || Loss: 0.0079 || Loss_b: 0.0683 || Cost Time: 8:33:35 || Estimated Time: 8:24:07 2020-11-03 18:37:49,013 Segmentron INFO: Epoch: 202/400 || Iters: 144/156 || Lr: 0.005312 || Loss: 0.0097 || Loss_b: 0.0773 || Cost Time: 8:33:43 || Estimated Time: 8:23:56 2020-11-03 18:38:00,732 Segmentron INFO: Epoch: 202/400 || Iters: 154/156 || Lr: 0.005311 || Loss: 0.0172 || Loss_b: 0.0800 || Cost Time: 8:33:55 || Estimated Time: 8:23:48 2020-11-03 18:38:04,731 Segmentron INFO: Epoch 202 model saved in: workdir/a2-2-3-400e/202.pth 2020-11-03 18:38:10,851 Segmentron INFO: Epoch: 203/400 || Iters: 8/156 || Lr: 0.005309 || Loss: 0.0131 || Loss_b: 0.0703 || Cost Time: 8:34:05 || Estimated Time: 8:23:39 2020-11-03 18:38:19,553 Segmentron INFO: Epoch: 203/400 || Iters: 18/156 || Lr: 0.005308 || Loss: 0.0130 || Loss_b: 0.0743 || Cost Time: 8:34:14 || Estimated Time: 8:23:28 2020-11-03 18:38:29,876 Segmentron INFO: Epoch: 203/400 || Iters: 28/156 || Lr: 0.005306 || Loss: 0.0098 || Loss_b: 0.0661 || Cost Time: 8:34:24 || Estimated Time: 8:23:19 2020-11-03 18:38:38,841 Segmentron INFO: Epoch: 203/400 || Iters: 38/156 || Lr: 0.005305 || Loss: 0.0216 || Loss_b: 0.0855 || Cost Time: 8:34:33 || Estimated Time: 8:23:08 2020-11-03 18:38:48,444 Segmentron INFO: Epoch: 203/400 || Iters: 48/156 || Lr: 0.005303 || Loss: 0.0123 || Loss_b: 0.0832 || Cost Time: 8:34:43 || Estimated Time: 8:22:58 2020-11-03 18:38:58,322 Segmentron INFO: Epoch: 203/400 || Iters: 58/156 || Lr: 0.005302 || Loss: 0.0152 || Loss_b: 0.0773 || Cost Time: 8:34:53 || Estimated Time: 8:22:49 2020-11-03 18:39:07,902 Segmentron INFO: Epoch: 203/400 || Iters: 68/156 || Lr: 0.005300 || Loss: 0.0130 || Loss_b: 0.0771 || Cost Time: 8:35:02 || Estimated Time: 8:22:39 2020-11-03 18:39:16,713 Segmentron INFO: Epoch: 203/400 || Iters: 78/156 || Lr: 0.005299 || Loss: 0.0087 || Loss_b: 0.0699 || Cost Time: 8:35:11 || Estimated Time: 8:22:28 2020-11-03 18:39:26,587 Segmentron INFO: Epoch: 203/400 || Iters: 88/156 || Lr: 0.005297 || Loss: 0.0140 || Loss_b: 0.0738 || Cost Time: 8:35:21 || Estimated Time: 8:22:18 2020-11-03 18:39:36,335 Segmentron INFO: Epoch: 203/400 || Iters: 98/156 || Lr: 0.005295 || Loss: 0.0098 || Loss_b: 0.0717 || Cost Time: 8:35:31 || Estimated Time: 8:22:08 2020-11-03 18:39:46,381 Segmentron INFO: Epoch: 203/400 || Iters: 108/156 || Lr: 0.005294 || Loss: 0.0058 || Loss_b: 0.0647 || Cost Time: 8:35:41 || Estimated Time: 8:21:59 2020-11-03 18:39:56,717 Segmentron INFO: Epoch: 203/400 || Iters: 118/156 || Lr: 0.005292 || Loss: 0.0075 || Loss_b: 0.0642 || Cost Time: 8:35:51 || Estimated Time: 8:21:50 2020-11-03 18:40:07,539 Segmentron INFO: Epoch: 203/400 || Iters: 128/156 || Lr: 0.005291 || Loss: 0.0097 || Loss_b: 0.0683 || Cost Time: 8:36:02 || Estimated Time: 8:21:41 2020-11-03 18:40:17,217 Segmentron INFO: Epoch: 203/400 || Iters: 138/156 || Lr: 0.005289 || Loss: 0.0279 || Loss_b: 0.0886 || Cost Time: 8:36:12 || Estimated Time: 8:21:31 2020-11-03 18:40:26,213 Segmentron INFO: Epoch: 203/400 || Iters: 148/156 || Lr: 0.005288 || Loss: 0.0184 || Loss_b: 0.0841 || Cost Time: 8:36:21 || Estimated Time: 8:21:20 2020-11-03 18:40:33,952 Segmentron INFO: Epoch 203 model saved in: workdir/a2-2-3-400e/203.pth 2020-11-03 18:40:36,536 Segmentron INFO: Epoch: 204/400 || Iters: 2/156 || Lr: 0.005286 || Loss: 0.0100 || Loss_b: 0.0729 || Cost Time: 8:36:31 || Estimated Time: 8:21:11 2020-11-03 18:40:45,342 Segmentron INFO: Epoch: 204/400 || Iters: 12/156 || Lr: 0.005285 || Loss: 0.0124 || Loss_b: 0.0707 || Cost Time: 8:36:40 || Estimated Time: 8:21:00 2020-11-03 18:40:56,318 Segmentron INFO: Epoch: 204/400 || Iters: 22/156 || Lr: 0.005283 || Loss: 0.0095 || Loss_b: 0.0686 || Cost Time: 8:36:51 || Estimated Time: 8:20:52 2020-11-03 18:41:07,412 Segmentron INFO: Epoch: 204/400 || Iters: 32/156 || Lr: 0.005282 || Loss: 0.0095 || Loss_b: 0.0683 || Cost Time: 8:37:02 || Estimated Time: 8:20:43 2020-11-03 18:41:17,438 Segmentron INFO: Epoch: 204/400 || Iters: 42/156 || Lr: 0.005280 || Loss: 0.0095 || Loss_b: 0.0651 || Cost Time: 8:37:12 || Estimated Time: 8:20:34 2020-11-03 18:41:27,284 Segmentron INFO: Epoch: 204/400 || Iters: 52/156 || Lr: 0.005278 || Loss: 0.0086 || Loss_b: 0.0692 || Cost Time: 8:37:22 || Estimated Time: 8:20:24 2020-11-03 18:41:35,633 Segmentron INFO: Epoch: 204/400 || Iters: 62/156 || Lr: 0.005277 || Loss: 0.0111 || Loss_b: 0.0677 || Cost Time: 8:37:30 || Estimated Time: 8:20:13 2020-11-03 18:41:45,988 Segmentron INFO: Epoch: 204/400 || Iters: 72/156 || Lr: 0.005275 || Loss: 0.0070 || Loss_b: 0.0675 || Cost Time: 8:37:40 || Estimated Time: 8:20:03 2020-11-03 18:41:54,725 Segmentron INFO: Epoch: 204/400 || Iters: 82/156 || Lr: 0.005274 || Loss: 0.0104 || Loss_b: 0.0776 || Cost Time: 8:37:49 || Estimated Time: 8:19:53 2020-11-03 18:42:04,059 Segmentron INFO: Epoch: 204/400 || Iters: 92/156 || Lr: 0.005272 || Loss: 0.0111 || Loss_b: 0.0742 || Cost Time: 8:37:58 || Estimated Time: 8:19:42 2020-11-03 18:42:13,857 Segmentron INFO: Epoch: 204/400 || Iters: 102/156 || Lr: 0.005271 || Loss: 0.0117 || Loss_b: 0.0713 || Cost Time: 8:38:08 || Estimated Time: 8:19:33 2020-11-03 18:42:24,578 Segmentron INFO: Epoch: 204/400 || Iters: 112/156 || Lr: 0.005269 || Loss: 0.0066 || Loss_b: 0.0652 || Cost Time: 8:38:19 || Estimated Time: 8:19:24 2020-11-03 18:42:33,758 Segmentron INFO: Epoch: 204/400 || Iters: 122/156 || Lr: 0.005268 || Loss: 0.0109 || Loss_b: 1.0151 || Cost Time: 8:38:28 || Estimated Time: 8:19:13 2020-11-03 18:42:42,647 Segmentron INFO: Epoch: 204/400 || Iters: 132/156 || Lr: 0.005266 || Loss: 0.0082 || Loss_b: 0.9990 || Cost Time: 8:38:37 || Estimated Time: 8:19:03 2020-11-03 18:42:53,186 Segmentron INFO: Epoch: 204/400 || Iters: 142/156 || Lr: 0.005264 || Loss: 0.0133 || Loss_b: 0.9924 || Cost Time: 8:38:48 || Estimated Time: 8:18:54 2020-11-03 18:43:02,953 Segmentron INFO: Epoch: 204/400 || Iters: 152/156 || Lr: 0.005263 || Loss: 0.0090 || Loss_b: 0.9826 || Cost Time: 8:38:57 || Estimated Time: 8:18:44 2020-11-03 18:43:08,784 Segmentron INFO: Epoch 204 model saved in: workdir/a2-2-3-400e/204.pth 2020-11-03 18:43:13,424 Segmentron INFO: Epoch: 205/400 || Iters: 6/156 || Lr: 0.005261 || Loss: 0.0097 || Loss_b: 0.9726 || Cost Time: 8:39:08 || Estimated Time: 8:18:35 2020-11-03 18:43:22,657 Segmentron INFO: Epoch: 205/400 || Iters: 16/156 || Lr: 0.005260 || Loss: 0.0106 || Loss_b: 0.9636 || Cost Time: 8:39:17 || Estimated Time: 8:18:24 2020-11-03 18:43:32,170 Segmentron INFO: Epoch: 205/400 || Iters: 26/156 || Lr: 0.005258 || Loss: 0.0088 || Loss_b: 0.9560 || Cost Time: 8:39:27 || Estimated Time: 8:18:14 2020-11-03 18:43:43,992 Segmentron INFO: Epoch: 205/400 || Iters: 36/156 || Lr: 0.005257 || Loss: 0.0137 || Loss_b: 0.9484 || Cost Time: 8:39:38 || Estimated Time: 8:18:07 2020-11-03 18:43:53,115 Segmentron INFO: Epoch: 205/400 || Iters: 46/156 || Lr: 0.005255 || Loss: 0.0107 || Loss_b: 0.9466 || Cost Time: 8:39:48 || Estimated Time: 8:17:56 2020-11-03 18:44:04,905 Segmentron INFO: Epoch: 205/400 || Iters: 56/156 || Lr: 0.005254 || Loss: 0.0122 || Loss_b: 0.9439 || Cost Time: 8:39:59 || Estimated Time: 8:17:48 2020-11-03 18:44:12,839 Segmentron INFO: Epoch: 205/400 || Iters: 66/156 || Lr: 0.005252 || Loss: 0.0083 || Loss_b: 0.9434 || Cost Time: 8:40:07 || Estimated Time: 8:17:37 2020-11-03 18:44:23,119 Segmentron INFO: Epoch: 205/400 || Iters: 76/156 || Lr: 0.005251 || Loss: 0.0096 || Loss_b: 0.9415 || Cost Time: 8:40:18 || Estimated Time: 8:17:27 2020-11-03 18:44:31,829 Segmentron INFO: Epoch: 205/400 || Iters: 86/156 || Lr: 0.005249 || Loss: 0.0080 || Loss_b: 0.9367 || Cost Time: 8:40:26 || Estimated Time: 8:17:17 2020-11-03 18:44:41,730 Segmentron INFO: Epoch: 205/400 || Iters: 96/156 || Lr: 0.005247 || Loss: 0.0092 || Loss_b: 0.9282 || Cost Time: 8:40:36 || Estimated Time: 8:17:07 2020-11-03 18:44:50,756 Segmentron INFO: Epoch: 205/400 || Iters: 106/156 || Lr: 0.005246 || Loss: 0.0129 || Loss_b: 0.9019 || Cost Time: 8:40:45 || Estimated Time: 8:16:56 2020-11-03 18:45:01,088 Segmentron INFO: Epoch: 205/400 || Iters: 116/156 || Lr: 0.005244 || Loss: 0.0071 || Loss_b: 0.8655 || Cost Time: 8:40:55 || Estimated Time: 8:16:47 2020-11-03 18:45:09,561 Segmentron INFO: Epoch: 205/400 || Iters: 126/156 || Lr: 0.005243 || Loss: 0.0164 || Loss_b: 0.6756 || Cost Time: 8:41:04 || Estimated Time: 8:16:36 2020-11-03 18:45:20,261 Segmentron INFO: Epoch: 205/400 || Iters: 136/156 || Lr: 0.005241 || Loss: 0.0122 || Loss_b: 0.4079 || Cost Time: 8:41:15 || Estimated Time: 8:16:27 2020-11-03 18:45:30,347 Segmentron INFO: Epoch: 205/400 || Iters: 146/156 || Lr: 0.005240 || Loss: 0.0110 || Loss_b: 0.4408 || Cost Time: 8:41:25 || Estimated Time: 8:16:18 2020-11-03 18:45:40,234 Segmentron INFO: Epoch: 205/400 || Iters: 0/156 || Lr: 0.005238 || Loss: 0.0107 || Loss_b: 0.6497 || Cost Time: 8:41:35 || Estimated Time: 8:16:08 2020-11-03 18:45:40,867 Segmentron INFO: Epoch 205 model saved in: workdir/a2-2-3-400e/205.pth 2020-11-03 18:45:49,391 Segmentron INFO: Epoch: 206/400 || Iters: 10/156 || Lr: 0.005237 || Loss: 0.0085 || Loss_b: 0.2060 || Cost Time: 8:41:44 || Estimated Time: 8:15:58 2020-11-03 18:45:58,876 Segmentron INFO: Epoch: 206/400 || Iters: 20/156 || Lr: 0.005235 || Loss: 0.0074 || Loss_b: 0.5506 || Cost Time: 8:41:53 || Estimated Time: 8:15:48 2020-11-03 18:46:07,779 Segmentron INFO: Epoch: 206/400 || Iters: 30/156 || Lr: 0.005233 || Loss: 0.0064 || Loss_b: 0.3098 || Cost Time: 8:42:02 || Estimated Time: 8:15:37 2020-11-03 18:46:18,369 Segmentron INFO: Epoch: 206/400 || Iters: 40/156 || Lr: 0.005232 || Loss: 0.0102 || Loss_b: 0.4741 || Cost Time: 8:42:13 || Estimated Time: 8:15:28 2020-11-03 18:46:29,110 Segmentron INFO: Epoch: 206/400 || Iters: 50/156 || Lr: 0.005230 || Loss: 0.0108 || Loss_b: 0.3742 || Cost Time: 8:42:24 || Estimated Time: 8:15:19 2020-11-03 18:46:39,591 Segmentron INFO: Epoch: 206/400 || Iters: 60/156 || Lr: 0.005229 || Loss: 0.0077 || Loss_b: 0.1672 || Cost Time: 8:42:34 || Estimated Time: 8:15:10 2020-11-03 18:46:48,872 Segmentron INFO: Epoch: 206/400 || Iters: 70/156 || Lr: 0.005227 || Loss: 0.0090 || Loss_b: 0.3254 || Cost Time: 8:42:43 || Estimated Time: 8:15:00 2020-11-03 18:46:58,295 Segmentron INFO: Epoch: 206/400 || Iters: 80/156 || Lr: 0.005226 || Loss: 0.0106 || Loss_b: 0.0859 || Cost Time: 8:42:53 || Estimated Time: 8:14:50 2020-11-03 18:47:08,732 Segmentron INFO: Epoch: 206/400 || Iters: 90/156 || Lr: 0.005224 || Loss: 0.0107 || Loss_b: 0.1104 || Cost Time: 8:43:03 || Estimated Time: 8:14:40 2020-11-03 18:47:18,154 Segmentron INFO: Epoch: 206/400 || Iters: 100/156 || Lr: 0.005223 || Loss: 0.0078 || Loss_b: 0.0737 || Cost Time: 8:43:13 || Estimated Time: 8:14:30 2020-11-03 18:47:28,249 Segmentron INFO: Epoch: 206/400 || Iters: 110/156 || Lr: 0.005221 || Loss: 0.0106 || Loss_b: 0.1082 || Cost Time: 8:43:23 || Estimated Time: 8:14:21 2020-11-03 18:47:36,984 Segmentron INFO: Epoch: 206/400 || Iters: 120/156 || Lr: 0.005220 || Loss: 0.0077 || Loss_b: 0.0771 || Cost Time: 8:43:31 || Estimated Time: 8:14:10 2020-11-03 18:47:46,059 Segmentron INFO: Epoch: 206/400 || Iters: 130/156 || Lr: 0.005218 || Loss: 0.0078 || Loss_b: 0.0771 || Cost Time: 8:43:40 || Estimated Time: 8:14:00 2020-11-03 18:47:55,567 Segmentron INFO: Epoch: 206/400 || Iters: 140/156 || Lr: 0.005216 || Loss: 0.0116 || Loss_b: 0.0858 || Cost Time: 8:43:50 || Estimated Time: 8:13:49 2020-11-03 18:48:05,840 Segmentron INFO: Epoch: 206/400 || Iters: 150/156 || Lr: 0.005215 || Loss: 0.0178 || Loss_b: 0.1002 || Cost Time: 8:44:00 || Estimated Time: 8:13:40 2020-11-03 18:48:12,121 Segmentron INFO: Epoch 206 model saved in: workdir/a2-2-3-400e/206.pth 2020-11-03 18:48:15,587 Segmentron INFO: Epoch: 207/400 || Iters: 4/156 || Lr: 0.005213 || Loss: 0.0097 || Loss_b: 0.0745 || Cost Time: 8:44:10 || Estimated Time: 8:13:30 2020-11-03 18:48:25,909 Segmentron INFO: Epoch: 207/400 || Iters: 14/156 || Lr: 0.005212 || Loss: 0.0093 || Loss_b: 0.0757 || Cost Time: 8:44:20 || Estimated Time: 8:13:21 2020-11-03 18:48:37,142 Segmentron INFO: Epoch: 207/400 || Iters: 24/156 || Lr: 0.005210 || Loss: 0.0082 || Loss_b: 0.0712 || Cost Time: 8:44:32 || Estimated Time: 8:13:13 2020-11-03 18:48:45,484 Segmentron INFO: Epoch: 207/400 || Iters: 34/156 || Lr: 0.005209 || Loss: 0.0098 || Loss_b: 0.0775 || Cost Time: 8:44:40 || Estimated Time: 8:13:01 2020-11-03 18:48:55,119 Segmentron INFO: Epoch: 207/400 || Iters: 44/156 || Lr: 0.005207 || Loss: 0.0152 || Loss_b: 0.0821 || Cost Time: 8:44:50 || Estimated Time: 8:12:52 2020-11-03 18:49:05,230 Segmentron INFO: Epoch: 207/400 || Iters: 54/156 || Lr: 0.005206 || Loss: 0.0095 || Loss_b: 0.0741 || Cost Time: 8:45:00 || Estimated Time: 8:12:42 2020-11-03 18:49:15,538 Segmentron INFO: Epoch: 207/400 || Iters: 64/156 || Lr: 0.005204 || Loss: 0.0088 || Loss_b: 0.9138 || Cost Time: 8:45:10 || Estimated Time: 8:12:33 2020-11-03 18:49:25,832 Segmentron INFO: Epoch: 207/400 || Iters: 74/156 || Lr: 0.005202 || Loss: 0.0084 || Loss_b: 0.8806 || Cost Time: 8:45:20 || Estimated Time: 8:12:23 2020-11-03 18:49:34,582 Segmentron INFO: Epoch: 207/400 || Iters: 84/156 || Lr: 0.005201 || Loss: 0.0115 || Loss_b: 0.8544 || Cost Time: 8:45:29 || Estimated Time: 8:12:13 2020-11-03 18:49:43,403 Segmentron INFO: Epoch: 207/400 || Iters: 94/156 || Lr: 0.005199 || Loss: 0.0178 || Loss_b: 0.7887 || Cost Time: 8:45:38 || Estimated Time: 8:12:02 2020-11-03 18:49:53,946 Segmentron INFO: Epoch: 207/400 || Iters: 104/156 || Lr: 0.005198 || Loss: 0.0099 || Loss_b: 0.5702 || Cost Time: 8:45:48 || Estimated Time: 8:11:53 2020-11-03 18:50:04,413 Segmentron INFO: Epoch: 207/400 || Iters: 114/156 || Lr: 0.005196 || Loss: 0.0111 || Loss_b: 0.2578 || Cost Time: 8:45:59 || Estimated Time: 8:11:44 2020-11-03 18:50:13,243 Segmentron INFO: Epoch: 207/400 || Iters: 124/156 || Lr: 0.005195 || Loss: 0.0098 || Loss_b: 0.1716 || Cost Time: 8:46:08 || Estimated Time: 8:11:33 2020-11-03 18:50:22,468 Segmentron INFO: Epoch: 207/400 || Iters: 134/156 || Lr: 0.005193 || Loss: 0.0111 || Loss_b: 0.1134 || Cost Time: 8:46:17 || Estimated Time: 8:11:23 2020-11-03 18:50:31,739 Segmentron INFO: Epoch: 207/400 || Iters: 144/156 || Lr: 0.005192 || Loss: 0.0104 || Loss_b: 0.1254 || Cost Time: 8:46:26 || Estimated Time: 8:11:13 2020-11-03 18:50:40,799 Segmentron INFO: Epoch: 207/400 || Iters: 154/156 || Lr: 0.005190 || Loss: 0.0108 || Loss_b: 0.0812 || Cost Time: 8:46:35 || Estimated Time: 8:11:02 2020-11-03 18:50:43,610 Segmentron INFO: Epoch 207 model saved in: workdir/a2-2-3-400e/207.pth 2020-11-03 18:50:50,638 Segmentron INFO: Epoch: 208/400 || Iters: 8/156 || Lr: 0.005189 || Loss: 0.0104 || Loss_b: 0.0824 || Cost Time: 8:46:45 || Estimated Time: 8:10:52 2020-11-03 18:51:00,360 Segmentron INFO: Epoch: 208/400 || Iters: 18/156 || Lr: 0.005187 || Loss: 0.0067 || Loss_b: 0.0769 || Cost Time: 8:46:55 || Estimated Time: 8:10:42 2020-11-03 18:51:11,533 Segmentron INFO: Epoch: 208/400 || Iters: 28/156 || Lr: 0.005185 || Loss: 0.0119 || Loss_b: 0.0959 || Cost Time: 8:47:06 || Estimated Time: 8:10:34 2020-11-03 18:51:21,855 Segmentron INFO: Epoch: 208/400 || Iters: 38/156 || Lr: 0.005184 || Loss: 0.0094 || Loss_b: 0.0694 || Cost Time: 8:47:16 || Estimated Time: 8:10:25 2020-11-03 18:51:30,830 Segmentron INFO: Epoch: 208/400 || Iters: 48/156 || Lr: 0.005182 || Loss: 0.0075 || Loss_b: 0.0723 || Cost Time: 8:47:25 || Estimated Time: 8:10:14 2020-11-03 18:51:40,484 Segmentron INFO: Epoch: 208/400 || Iters: 58/156 || Lr: 0.005181 || Loss: 0.0087 || Loss_b: 0.0834 || Cost Time: 8:47:35 || Estimated Time: 8:10:04 2020-11-03 18:51:52,008 Segmentron INFO: Epoch: 208/400 || Iters: 68/156 || Lr: 0.005179 || Loss: 0.0117 || Loss_b: 0.0741 || Cost Time: 8:47:46 || Estimated Time: 8:09:56 2020-11-03 18:52:00,013 Segmentron INFO: Epoch: 208/400 || Iters: 78/156 || Lr: 0.005178 || Loss: 0.0081 || Loss_b: 0.0737 || Cost Time: 8:47:54 || Estimated Time: 8:09:45 2020-11-03 18:52:08,801 Segmentron INFO: Epoch: 208/400 || Iters: 88/156 || Lr: 0.005176 || Loss: 0.0093 || Loss_b: 0.0753 || Cost Time: 8:48:03 || Estimated Time: 8:09:34 2020-11-03 18:52:20,840 Segmentron INFO: Epoch: 208/400 || Iters: 98/156 || Lr: 0.005175 || Loss: 0.0090 || Loss_b: 0.0851 || Cost Time: 8:48:15 || Estimated Time: 8:09:26 2020-11-03 18:52:29,200 Segmentron INFO: Epoch: 208/400 || Iters: 108/156 || Lr: 0.005173 || Loss: 0.0123 || Loss_b: 0.0890 || Cost Time: 8:48:24 || Estimated Time: 8:09:15 2020-11-03 18:52:38,218 Segmentron INFO: Epoch: 208/400 || Iters: 118/156 || Lr: 0.005171 || Loss: 0.0100 || Loss_b: 0.0833 || Cost Time: 8:48:33 || Estimated Time: 8:09:05 2020-11-03 18:52:48,630 Segmentron INFO: Epoch: 208/400 || Iters: 128/156 || Lr: 0.005170 || Loss: 0.0088 || Loss_b: 0.0797 || Cost Time: 8:48:43 || Estimated Time: 8:08:55 2020-11-03 18:52:57,469 Segmentron INFO: Epoch: 208/400 || Iters: 138/156 || Lr: 0.005168 || Loss: 0.0113 || Loss_b: 0.0810 || Cost Time: 8:48:52 || Estimated Time: 8:08:45 2020-11-03 18:53:08,191 Segmentron INFO: Epoch: 208/400 || Iters: 148/156 || Lr: 0.005167 || Loss: 0.0121 || Loss_b: 0.0766 || Cost Time: 8:49:03 || Estimated Time: 8:08:36 2020-11-03 18:53:17,421 Segmentron INFO: Epoch 208 model saved in: workdir/a2-2-3-400e/208.pth 2020-11-03 18:53:19,227 Segmentron INFO: Epoch: 209/400 || Iters: 2/156 || Lr: 0.005165 || Loss: 0.0052 || Loss_b: 0.0832 || Cost Time: 8:49:14 || Estimated Time: 8:08:27 2020-11-03 18:53:28,133 Segmentron INFO: Epoch: 209/400 || Iters: 12/156 || Lr: 0.005164 || Loss: 0.0088 || Loss_b: 0.0680 || Cost Time: 8:49:23 || Estimated Time: 8:08:17 2020-11-03 18:53:38,097 Segmentron INFO: Epoch: 209/400 || Iters: 22/156 || Lr: 0.005162 || Loss: 0.0079 || Loss_b: 0.0977 || Cost Time: 8:49:32 || Estimated Time: 8:08:07 2020-11-03 18:53:47,256 Segmentron INFO: Epoch: 209/400 || Iters: 32/156 || Lr: 0.005161 || Loss: 0.0104 || Loss_b: 0.1027 || Cost Time: 8:49:42 || Estimated Time: 8:07:57 2020-11-03 18:53:56,195 Segmentron INFO: Epoch: 209/400 || Iters: 42/156 || Lr: 0.005159 || Loss: 0.0105 || Loss_b: 0.0717 || Cost Time: 8:49:51 || Estimated Time: 8:07:46 2020-11-03 18:54:06,994 Segmentron INFO: Epoch: 209/400 || Iters: 52/156 || Lr: 0.005157 || Loss: 0.0101 || Loss_b: 0.0799 || Cost Time: 8:50:01 || Estimated Time: 8:07:37 2020-11-03 18:54:17,899 Segmentron INFO: Epoch: 209/400 || Iters: 62/156 || Lr: 0.005156 || Loss: 0.0124 || Loss_b: 0.0772 || Cost Time: 8:50:12 || Estimated Time: 8:07:28 2020-11-03 18:54:26,705 Segmentron INFO: Epoch: 209/400 || Iters: 72/156 || Lr: 0.005154 || Loss: 0.0092 || Loss_b: 0.0755 || Cost Time: 8:50:21 || Estimated Time: 8:07:18 2020-11-03 18:54:36,802 Segmentron INFO: Epoch: 209/400 || Iters: 82/156 || Lr: 0.005153 || Loss: 0.0066 || Loss_b: 0.0659 || Cost Time: 8:50:31 || Estimated Time: 8:07:08 2020-11-03 18:54:45,103 Segmentron INFO: Epoch: 209/400 || Iters: 92/156 || Lr: 0.005151 || Loss: 0.0111 || Loss_b: 0.0762 || Cost Time: 8:50:39 || Estimated Time: 8:06:57 2020-11-03 18:54:54,181 Segmentron INFO: Epoch: 209/400 || Iters: 102/156 || Lr: 0.005150 || Loss: 0.0154 || Loss_b: 0.0719 || Cost Time: 8:50:49 || Estimated Time: 8:06:47 2020-11-03 18:55:04,932 Segmentron INFO: Epoch: 209/400 || Iters: 112/156 || Lr: 0.005148 || Loss: 0.0075 || Loss_b: 0.0799 || Cost Time: 8:50:59 || Estimated Time: 8:06:38 2020-11-03 18:55:15,354 Segmentron INFO: Epoch: 209/400 || Iters: 122/156 || Lr: 0.005147 || Loss: 0.0097 || Loss_b: 0.0800 || Cost Time: 8:51:10 || Estimated Time: 8:06:29 2020-11-03 18:55:24,189 Segmentron INFO: Epoch: 209/400 || Iters: 132/156 || Lr: 0.005145 || Loss: 0.0240 || Loss_b: 0.0778 || Cost Time: 8:51:19 || Estimated Time: 8:06:18 2020-11-03 18:55:33,054 Segmentron INFO: Epoch: 209/400 || Iters: 142/156 || Lr: 0.005144 || Loss: 0.0092 || Loss_b: 0.0767 || Cost Time: 8:51:27 || Estimated Time: 8:06:07 2020-11-03 18:55:43,502 Segmentron INFO: Epoch: 209/400 || Iters: 152/156 || Lr: 0.005142 || Loss: 0.0088 || Loss_b: 0.0723 || Cost Time: 8:51:38 || Estimated Time: 8:05:58 2020-11-03 18:55:47,951 Segmentron INFO: Epoch 209 model saved in: workdir/a2-2-3-400e/209.pth 2020-11-03 18:55:53,138 Segmentron INFO: Epoch: 210/400 || Iters: 6/156 || Lr: 0.005140 || Loss: 0.0128 || Loss_b: 0.0840 || Cost Time: 8:51:48 || Estimated Time: 8:05:48 2020-11-03 18:56:04,109 Segmentron INFO: Epoch: 210/400 || Iters: 16/156 || Lr: 0.005139 || Loss: 0.0149 || Loss_b: 0.0941 || Cost Time: 8:51:59 || Estimated Time: 8:05:40 2020-11-03 18:56:14,421 Segmentron INFO: Epoch: 210/400 || Iters: 26/156 || Lr: 0.005137 || Loss: 0.0101 || Loss_b: 0.0804 || Cost Time: 8:52:09 || Estimated Time: 8:05:30 2020-11-03 18:56:26,964 Segmentron INFO: Epoch: 210/400 || Iters: 36/156 || Lr: 0.005136 || Loss: 0.0082 || Loss_b: 0.0708 || Cost Time: 8:52:21 || Estimated Time: 8:05:23 2020-11-03 18:56:34,871 Segmentron INFO: Epoch: 210/400 || Iters: 46/156 || Lr: 0.005134 || Loss: 0.0087 || Loss_b: 0.0916 || Cost Time: 8:52:29 || Estimated Time: 8:05:11 2020-11-03 18:56:43,715 Segmentron INFO: Epoch: 210/400 || Iters: 56/156 || Lr: 0.005133 || Loss: 0.0123 || Loss_b: 0.0775 || Cost Time: 8:52:38 || Estimated Time: 8:05:01 2020-11-03 18:56:52,692 Segmentron INFO: Epoch: 210/400 || Iters: 66/156 || Lr: 0.005131 || Loss: 0.0081 || Loss_b: 0.0929 || Cost Time: 8:52:47 || Estimated Time: 8:04:50 2020-11-03 18:57:01,811 Segmentron INFO: Epoch: 210/400 || Iters: 76/156 || Lr: 0.005130 || Loss: 0.0084 || Loss_b: 0.0902 || Cost Time: 8:52:56 || Estimated Time: 8:04:40 2020-11-03 18:57:11,364 Segmentron INFO: Epoch: 210/400 || Iters: 86/156 || Lr: 0.005128 || Loss: 0.0089 || Loss_b: 0.0844 || Cost Time: 8:53:06 || Estimated Time: 8:04:30 2020-11-03 18:57:22,477 Segmentron INFO: Epoch: 210/400 || Iters: 96/156 || Lr: 0.005126 || Loss: 0.0078 || Loss_b: 0.0751 || Cost Time: 8:53:17 || Estimated Time: 8:04:21 2020-11-03 18:57:31,189 Segmentron INFO: Epoch: 210/400 || Iters: 106/156 || Lr: 0.005125 || Loss: 0.0082 || Loss_b: 0.0950 || Cost Time: 8:53:26 || Estimated Time: 8:04:11 2020-11-03 18:57:42,572 Segmentron INFO: Epoch: 210/400 || Iters: 116/156 || Lr: 0.005123 || Loss: 0.0111 || Loss_b: 0.0790 || Cost Time: 8:53:37 || Estimated Time: 8:04:02 2020-11-03 18:57:51,309 Segmentron INFO: Epoch: 210/400 || Iters: 126/156 || Lr: 0.005122 || Loss: 0.0077 || Loss_b: 0.0764 || Cost Time: 8:53:46 || Estimated Time: 8:03:52 2020-11-03 18:58:01,470 Segmentron INFO: Epoch: 210/400 || Iters: 136/156 || Lr: 0.005120 || Loss: 0.0102 || Loss_b: 0.0912 || Cost Time: 8:53:56 || Estimated Time: 8:03:42 2020-11-03 18:58:10,440 Segmentron INFO: Epoch: 210/400 || Iters: 146/156 || Lr: 0.005119 || Loss: 0.0099 || Loss_b: 0.0702 || Cost Time: 8:54:05 || Estimated Time: 8:03:32 2020-11-03 18:58:19,418 Segmentron INFO: Epoch: 210/400 || Iters: 0/156 || Lr: 0.005117 || Loss: 0.0081 || Loss_b: 0.0841 || Cost Time: 8:54:14 || Estimated Time: 8:03:21 2020-11-03 18:58:20,432 Segmentron INFO: Epoch 210 model saved in: workdir/a2-2-3-400e/210.pth 2020-11-03 18:58:29,524 Segmentron INFO: Epoch: 211/400 || Iters: 10/156 || Lr: 0.005116 || Loss: 0.0152 || Loss_b: 0.0793 || Cost Time: 8:54:24 || Estimated Time: 8:03:12 2020-11-03 18:58:39,923 Segmentron INFO: Epoch: 211/400 || Iters: 20/156 || Lr: 0.005114 || Loss: 0.0104 || Loss_b: 0.0648 || Cost Time: 8:54:34 || Estimated Time: 8:03:02 2020-11-03 18:58:48,523 Segmentron INFO: Epoch: 211/400 || Iters: 30/156 || Lr: 0.005112 || Loss: 0.0119 || Loss_b: 0.0731 || Cost Time: 8:54:43 || Estimated Time: 8:02:51 2020-11-03 18:59:00,355 Segmentron INFO: Epoch: 211/400 || Iters: 40/156 || Lr: 0.005111 || Loss: 0.0142 || Loss_b: 0.0801 || Cost Time: 8:54:55 || Estimated Time: 8:02:44 2020-11-03 18:59:09,043 Segmentron INFO: Epoch: 211/400 || Iters: 50/156 || Lr: 0.005109 || Loss: 0.0091 || Loss_b: 0.0722 || Cost Time: 8:55:03 || Estimated Time: 8:02:33 2020-11-03 18:59:18,146 Segmentron INFO: Epoch: 211/400 || Iters: 60/156 || Lr: 0.005108 || Loss: 0.0090 || Loss_b: 0.0706 || Cost Time: 8:55:13 || Estimated Time: 8:02:22 2020-11-03 18:59:26,701 Segmentron INFO: Epoch: 211/400 || Iters: 70/156 || Lr: 0.005106 || Loss: 0.0135 || Loss_b: 0.0755 || Cost Time: 8:55:21 || Estimated Time: 8:02:11 2020-11-03 18:59:39,771 Segmentron INFO: Epoch: 211/400 || Iters: 80/156 || Lr: 0.005105 || Loss: 0.0077 || Loss_b: 0.0793 || Cost Time: 8:55:34 || Estimated Time: 8:02:05 2020-11-03 18:59:48,219 Segmentron INFO: Epoch: 211/400 || Iters: 90/156 || Lr: 0.005103 || Loss: 0.0162 || Loss_b: 0.0822 || Cost Time: 8:55:43 || Estimated Time: 8:01:54 2020-11-03 18:59:57,442 Segmentron INFO: Epoch: 211/400 || Iters: 100/156 || Lr: 0.005102 || Loss: 0.0177 || Loss_b: 0.0795 || Cost Time: 8:55:52 || Estimated Time: 8:01:43 2020-11-03 19:00:07,966 Segmentron INFO: Epoch: 211/400 || Iters: 110/156 || Lr: 0.005100 || Loss: 0.0111 || Loss_b: 0.0725 || Cost Time: 8:56:02 || Estimated Time: 8:01:34 2020-11-03 19:00:17,545 Segmentron INFO: Epoch: 211/400 || Iters: 120/156 || Lr: 0.005098 || Loss: 0.0117 || Loss_b: 0.0692 || Cost Time: 8:56:12 || Estimated Time: 8:01:24 2020-11-03 19:00:26,185 Segmentron INFO: Epoch: 211/400 || Iters: 130/156 || Lr: 0.005097 || Loss: 0.0108 || Loss_b: 0.0652 || Cost Time: 8:56:21 || Estimated Time: 8:01:13 2020-11-03 19:00:36,296 Segmentron INFO: Epoch: 211/400 || Iters: 140/156 || Lr: 0.005095 || Loss: 0.0095 || Loss_b: 0.0739 || Cost Time: 8:56:31 || Estimated Time: 8:01:04 2020-11-03 19:00:45,911 Segmentron INFO: Epoch: 211/400 || Iters: 150/156 || Lr: 0.005094 || Loss: 0.0103 || Loss_b: 0.0680 || Cost Time: 8:56:40 || Estimated Time: 8:00:54 2020-11-03 19:00:53,263 Segmentron INFO: Epoch 211 model saved in: workdir/a2-2-3-400e/211.pth 2020-11-03 19:00:58,591 Segmentron INFO: Epoch: 212/400 || Iters: 4/156 || Lr: 0.005092 || Loss: 0.0100 || Loss_b: 0.0777 || Cost Time: 8:56:53 || Estimated Time: 8:00:47 2020-11-03 19:01:07,027 Segmentron INFO: Epoch: 212/400 || Iters: 14/156 || Lr: 0.005091 || Loss: 0.0123 || Loss_b: 0.0799 || Cost Time: 8:57:01 || Estimated Time: 8:00:36 2020-11-03 19:01:16,472 Segmentron INFO: Epoch: 212/400 || Iters: 24/156 || Lr: 0.005089 || Loss: 0.0081 || Loss_b: 0.0741 || Cost Time: 8:57:11 || Estimated Time: 8:00:26 2020-11-03 19:01:25,863 Segmentron INFO: Epoch: 212/400 || Iters: 34/156 || Lr: 0.005088 || Loss: 0.0089 || Loss_b: 0.0688 || Cost Time: 8:57:20 || Estimated Time: 8:00:16 2020-11-03 19:01:37,200 Segmentron INFO: Epoch: 212/400 || Iters: 44/156 || Lr: 0.005086 || Loss: 0.0076 || Loss_b: 0.0883 || Cost Time: 8:57:32 || Estimated Time: 8:00:07 2020-11-03 19:01:45,729 Segmentron INFO: Epoch: 212/400 || Iters: 54/156 || Lr: 0.005084 || Loss: 0.0092 || Loss_b: 0.0694 || Cost Time: 8:57:40 || Estimated Time: 7:59:56 2020-11-03 19:01:55,069 Segmentron INFO: Epoch: 212/400 || Iters: 64/156 || Lr: 0.005083 || Loss: 0.0114 || Loss_b: 0.0684 || Cost Time: 8:57:49 || Estimated Time: 7:59:46 2020-11-03 19:02:04,843 Segmentron INFO: Epoch: 212/400 || Iters: 74/156 || Lr: 0.005081 || Loss: 0.0072 || Loss_b: 0.0867 || Cost Time: 8:57:59 || Estimated Time: 7:59:36 2020-11-03 19:02:15,893 Segmentron INFO: Epoch: 212/400 || Iters: 84/156 || Lr: 0.005080 || Loss: 0.0135 || Loss_b: 0.0769 || Cost Time: 8:58:10 || Estimated Time: 7:59:28 2020-11-03 19:02:25,167 Segmentron INFO: Epoch: 212/400 || Iters: 94/156 || Lr: 0.005078 || Loss: 0.0081 || Loss_b: 0.0676 || Cost Time: 8:58:20 || Estimated Time: 7:59:17 2020-11-03 19:02:34,281 Segmentron INFO: Epoch: 212/400 || Iters: 104/156 || Lr: 0.005077 || Loss: 0.0087 || Loss_b: 0.0681 || Cost Time: 8:58:29 || Estimated Time: 7:59:07 2020-11-03 19:02:43,590 Segmentron INFO: Epoch: 212/400 || Iters: 114/156 || Lr: 0.005075 || Loss: 0.0085 || Loss_b: 0.0816 || Cost Time: 8:58:38 || Estimated Time: 7:58:57 2020-11-03 19:02:53,761 Segmentron INFO: Epoch: 212/400 || Iters: 124/156 || Lr: 0.005074 || Loss: 0.0115 || Loss_b: 0.0764 || Cost Time: 8:58:48 || Estimated Time: 7:58:47 2020-11-03 19:03:04,472 Segmentron INFO: Epoch: 212/400 || Iters: 134/156 || Lr: 0.005072 || Loss: 0.0141 || Loss_b: 0.0830 || Cost Time: 8:58:59 || Estimated Time: 7:58:38 2020-11-03 19:03:13,424 Segmentron INFO: Epoch: 212/400 || Iters: 144/156 || Lr: 0.005070 || Loss: 0.0099 || Loss_b: 0.0956 || Cost Time: 8:59:08 || Estimated Time: 7:58:28 2020-11-03 19:03:22,485 Segmentron INFO: Epoch: 212/400 || Iters: 154/156 || Lr: 0.005069 || Loss: 0.0088 || Loss_b: 0.0748 || Cost Time: 8:59:17 || Estimated Time: 7:58:17 2020-11-03 19:03:25,418 Segmentron INFO: Epoch 212 model saved in: workdir/a2-2-3-400e/212.pth 2020-11-03 19:03:32,336 Segmentron INFO: Epoch: 213/400 || Iters: 8/156 || Lr: 0.005067 || Loss: 0.0073 || Loss_b: 0.0724 || Cost Time: 8:59:27 || Estimated Time: 7:58:08 2020-11-03 19:03:43,318 Segmentron INFO: Epoch: 213/400 || Iters: 18/156 || Lr: 0.005066 || Loss: 0.0055 || Loss_b: 0.0776 || Cost Time: 8:59:38 || Estimated Time: 7:57:59 2020-11-03 19:03:52,981 Segmentron INFO: Epoch: 213/400 || Iters: 28/156 || Lr: 0.005064 || Loss: 0.0241 || Loss_b: 0.0852 || Cost Time: 8:59:47 || Estimated Time: 7:57:49 2020-11-03 19:04:02,007 Segmentron INFO: Epoch: 213/400 || Iters: 38/156 || Lr: 0.005063 || Loss: 0.0105 || Loss_b: 0.0822 || Cost Time: 8:59:56 || Estimated Time: 7:57:39 2020-11-03 19:04:12,461 Segmentron INFO: Epoch: 213/400 || Iters: 48/156 || Lr: 0.005061 || Loss: 0.0112 || Loss_b: 0.0877 || Cost Time: 9:00:07 || Estimated Time: 7:57:29 2020-11-03 19:04:23,009 Segmentron INFO: Epoch: 213/400 || Iters: 58/156 || Lr: 0.005060 || Loss: 0.0083 || Loss_b: 0.0773 || Cost Time: 9:00:17 || Estimated Time: 7:57:20 2020-11-03 19:04:31,372 Segmentron INFO: Epoch: 213/400 || Iters: 68/156 || Lr: 0.005058 || Loss: 0.0151 || Loss_b: 0.0774 || Cost Time: 9:00:26 || Estimated Time: 7:57:09 2020-11-03 19:04:41,073 Segmentron INFO: Epoch: 213/400 || Iters: 78/156 || Lr: 0.005056 || Loss: 0.0087 || Loss_b: 0.0684 || Cost Time: 9:00:35 || Estimated Time: 7:56:59 2020-11-03 19:04:50,550 Segmentron INFO: Epoch: 213/400 || Iters: 88/156 || Lr: 0.005055 || Loss: 0.0190 || Loss_b: 0.0813 || Cost Time: 9:00:45 || Estimated Time: 7:56:49 2020-11-03 19:05:00,224 Segmentron INFO: Epoch: 213/400 || Iters: 98/156 || Lr: 0.005053 || Loss: 0.0131 || Loss_b: 0.0766 || Cost Time: 9:00:55 || Estimated Time: 7:56:40 2020-11-03 19:05:12,205 Segmentron INFO: Epoch: 213/400 || Iters: 108/156 || Lr: 0.005052 || Loss: 0.0092 || Loss_b: 0.0820 || Cost Time: 9:01:07 || Estimated Time: 7:56:32 2020-11-03 19:05:20,153 Segmentron INFO: Epoch: 213/400 || Iters: 118/156 || Lr: 0.005050 || Loss: 0.0069 || Loss_b: 0.0638 || Cost Time: 9:01:15 || Estimated Time: 7:56:20 2020-11-03 19:05:28,572 Segmentron INFO: Epoch: 213/400 || Iters: 128/156 || Lr: 0.005049 || Loss: 0.0118 || Loss_b: 0.0819 || Cost Time: 9:01:23 || Estimated Time: 7:56:09 2020-11-03 19:05:38,389 Segmentron INFO: Epoch: 213/400 || Iters: 138/156 || Lr: 0.005047 || Loss: 0.0108 || Loss_b: 0.0728 || Cost Time: 9:01:33 || Estimated Time: 7:56:00 2020-11-03 19:05:48,510 Segmentron INFO: Epoch: 213/400 || Iters: 148/156 || Lr: 0.005046 || Loss: 0.0112 || Loss_b: 0.0751 || Cost Time: 9:01:43 || Estimated Time: 7:55:50 2020-11-03 19:05:58,139 Segmentron INFO: Epoch 213 model saved in: workdir/a2-2-3-400e/213.pth 2020-11-03 19:05:59,674 Segmentron INFO: Epoch: 214/400 || Iters: 2/156 || Lr: 0.005044 || Loss: 0.0073 || Loss_b: 0.0658 || Cost Time: 9:01:54 || Estimated Time: 7:55:41 2020-11-03 19:06:08,688 Segmentron INFO: Epoch: 214/400 || Iters: 12/156 || Lr: 0.005042 || Loss: 0.0074 || Loss_b: 0.0711 || Cost Time: 9:02:03 || Estimated Time: 7:55:31 2020-11-03 19:06:17,657 Segmentron INFO: Epoch: 214/400 || Iters: 22/156 || Lr: 0.005041 || Loss: 0.0076 || Loss_b: 0.0766 || Cost Time: 9:02:12 || Estimated Time: 7:55:21 2020-11-03 19:06:26,952 Segmentron INFO: Epoch: 214/400 || Iters: 32/156 || Lr: 0.005039 || Loss: 0.0083 || Loss_b: 0.0645 || Cost Time: 9:02:21 || Estimated Time: 7:55:10 2020-11-03 19:06:37,968 Segmentron INFO: Epoch: 214/400 || Iters: 42/156 || Lr: 0.005038 || Loss: 0.0117 || Loss_b: 0.0682 || Cost Time: 9:02:32 || Estimated Time: 7:55:02 2020-11-03 19:06:48,461 Segmentron INFO: Epoch: 214/400 || Iters: 52/156 || Lr: 0.005036 || Loss: 0.0073 || Loss_b: 0.0832 || Cost Time: 9:02:43 || Estimated Time: 7:54:52 2020-11-03 19:06:59,542 Segmentron INFO: Epoch: 214/400 || Iters: 62/156 || Lr: 0.005035 || Loss: 0.0083 || Loss_b: 0.0690 || Cost Time: 9:02:54 || Estimated Time: 7:54:44 2020-11-03 19:07:08,381 Segmentron INFO: Epoch: 214/400 || Iters: 72/156 || Lr: 0.005033 || Loss: 0.0087 || Loss_b: 0.0824 || Cost Time: 9:03:03 || Estimated Time: 7:54:33 2020-11-03 19:07:17,114 Segmentron INFO: Epoch: 214/400 || Iters: 82/156 || Lr: 0.005032 || Loss: 0.0102 || Loss_b: 0.0786 || Cost Time: 9:03:12 || Estimated Time: 7:54:22 2020-11-03 19:07:27,153 Segmentron INFO: Epoch: 214/400 || Iters: 92/156 || Lr: 0.005030 || Loss: 0.0088 || Loss_b: 0.0720 || Cost Time: 9:03:22 || Estimated Time: 7:54:13 2020-11-03 19:07:35,895 Segmentron INFO: Epoch: 214/400 || Iters: 102/156 || Lr: 0.005028 || Loss: 0.0076 || Loss_b: 0.0663 || Cost Time: 9:03:30 || Estimated Time: 7:54:02 2020-11-03 19:07:45,100 Segmentron INFO: Epoch: 214/400 || Iters: 112/156 || Lr: 0.005027 || Loss: 0.0105 || Loss_b: 0.0726 || Cost Time: 9:03:39 || Estimated Time: 7:53:52 2020-11-03 19:07:55,501 Segmentron INFO: Epoch: 214/400 || Iters: 122/156 || Lr: 0.005025 || Loss: 0.0139 || Loss_b: 1.0075 || Cost Time: 9:03:50 || Estimated Time: 7:53:43 2020-11-03 19:08:06,668 Segmentron INFO: Epoch: 214/400 || Iters: 132/156 || Lr: 0.005024 || Loss: 0.0108 || Loss_b: 0.9862 || Cost Time: 9:04:01 || Estimated Time: 7:53:34 2020-11-03 19:08:15,538 Segmentron INFO: Epoch: 214/400 || Iters: 142/156 || Lr: 0.005022 || Loss: 0.0092 || Loss_b: 0.9710 || Cost Time: 9:04:10 || Estimated Time: 7:53:24 2020-11-03 19:08:25,086 Segmentron INFO: Epoch: 214/400 || Iters: 152/156 || Lr: 0.005021 || Loss: 0.0155 || Loss_b: 0.9583 || Cost Time: 9:04:19 || Estimated Time: 7:53:14 2020-11-03 19:08:30,145 Segmentron INFO: Epoch 214 model saved in: workdir/a2-2-3-400e/214.pth 2020-11-03 19:08:35,402 Segmentron INFO: Epoch: 215/400 || Iters: 6/156 || Lr: 0.005019 || Loss: 0.0095 || Loss_b: 0.9475 || Cost Time: 9:04:30 || Estimated Time: 7:53:04 2020-11-03 19:08:44,646 Segmentron INFO: Epoch: 215/400 || Iters: 16/156 || Lr: 0.005018 || Loss: 0.0194 || Loss_b: 0.9391 || Cost Time: 9:04:39 || Estimated Time: 7:52:54 2020-11-03 19:08:55,375 Segmentron INFO: Epoch: 215/400 || Iters: 26/156 || Lr: 0.005016 || Loss: 0.0125 || Loss_b: 0.9346 || Cost Time: 9:04:50 || Estimated Time: 7:52:45 2020-11-03 19:09:04,728 Segmentron INFO: Epoch: 215/400 || Iters: 36/156 || Lr: 0.005014 || Loss: 0.0136 || Loss_b: 0.9271 || Cost Time: 9:04:59 || Estimated Time: 7:52:35 2020-11-03 19:09:13,552 Segmentron INFO: Epoch: 215/400 || Iters: 46/156 || Lr: 0.005013 || Loss: 0.0090 || Loss_b: 0.9193 || Cost Time: 9:05:08 || Estimated Time: 7:52:24 2020-11-03 19:09:22,908 Segmentron INFO: Epoch: 215/400 || Iters: 56/156 || Lr: 0.005011 || Loss: 0.0102 || Loss_b: 0.8963 || Cost Time: 9:05:17 || Estimated Time: 7:52:14 2020-11-03 19:09:32,174 Segmentron INFO: Epoch: 215/400 || Iters: 66/156 || Lr: 0.005010 || Loss: 0.0148 || Loss_b: 0.8730 || Cost Time: 9:05:27 || Estimated Time: 7:52:04 2020-11-03 19:09:41,938 Segmentron INFO: Epoch: 215/400 || Iters: 76/156 || Lr: 0.005008 || Loss: 0.0073 || Loss_b: 0.8588 || Cost Time: 9:05:36 || Estimated Time: 7:51:54 2020-11-03 19:09:51,830 Segmentron INFO: Epoch: 215/400 || Iters: 86/156 || Lr: 0.005007 || Loss: 0.0101 || Loss_b: 0.6952 || Cost Time: 9:05:46 || Estimated Time: 7:51:44 2020-11-03 19:10:02,599 Segmentron INFO: Epoch: 215/400 || Iters: 96/156 || Lr: 0.005005 || Loss: 0.0141 || Loss_b: 0.5085 || Cost Time: 9:05:57 || Estimated Time: 7:51:35 2020-11-03 19:10:14,581 Segmentron INFO: Epoch: 215/400 || Iters: 106/156 || Lr: 0.005004 || Loss: 0.0178 || Loss_b: 0.7813 || Cost Time: 9:06:09 || Estimated Time: 7:51:28 2020-11-03 19:10:22,410 Segmentron INFO: Epoch: 215/400 || Iters: 116/156 || Lr: 0.005002 || Loss: 0.0233 || Loss_b: 0.2250 || Cost Time: 9:06:17 || Estimated Time: 7:51:16 2020-11-03 19:10:32,053 Segmentron INFO: Epoch: 215/400 || Iters: 126/156 || Lr: 0.005000 || Loss: 0.0441 || Loss_b: 0.5654 || Cost Time: 9:06:26 || Estimated Time: 7:51:06 2020-11-03 19:10:43,616 Segmentron INFO: Epoch: 215/400 || Iters: 136/156 || Lr: 0.004999 || Loss: 0.0233 || Loss_b: 0.6330 || Cost Time: 9:06:38 || Estimated Time: 7:50:58 2020-11-03 19:10:53,475 Segmentron INFO: Epoch: 215/400 || Iters: 146/156 || Lr: 0.004997 || Loss: 0.0785 || Loss_b: 0.1787 || Cost Time: 9:06:48 || Estimated Time: 7:50:48 2020-11-03 19:11:01,812 Segmentron INFO: Epoch: 215/400 || Iters: 0/156 || Lr: 0.004996 || Loss: 0.0206 || Loss_b: 0.1840 || Cost Time: 9:06:56 || Estimated Time: 7:50:37 2020-11-03 19:11:02,506 Segmentron INFO: Epoch 215 model saved in: workdir/a2-2-3-400e/215.pth 2020-11-03 19:11:10,967 Segmentron INFO: Epoch: 216/400 || Iters: 10/156 || Lr: 0.004994 || Loss: 0.0678 || Loss_b: 0.4133 || Cost Time: 9:07:05 || Estimated Time: 7:50:27 2020-11-03 19:11:23,098 Segmentron INFO: Epoch: 216/400 || Iters: 20/156 || Lr: 0.004993 || Loss: 0.0365 || Loss_b: 0.4085 || Cost Time: 9:07:17 || Estimated Time: 7:50:19 2020-11-03 19:11:31,546 Segmentron INFO: Epoch: 216/400 || Iters: 30/156 || Lr: 0.004991 || Loss: 0.0423 || Loss_b: 0.1806 || Cost Time: 9:07:26 || Estimated Time: 7:50:08 2020-11-03 19:11:41,324 Segmentron INFO: Epoch: 216/400 || Iters: 40/156 || Lr: 0.004990 || Loss: 0.0332 || Loss_b: 0.2794 || Cost Time: 9:07:36 || Estimated Time: 7:49:58 2020-11-03 19:11:50,579 Segmentron INFO: Epoch: 216/400 || Iters: 50/156 || Lr: 0.004988 || Loss: 0.0305 || Loss_b: 0.4261 || Cost Time: 9:07:45 || Estimated Time: 7:49:48 2020-11-03 19:12:02,064 Segmentron INFO: Epoch: 216/400 || Iters: 60/156 || Lr: 0.004986 || Loss: 0.0219 || Loss_b: 0.3849 || Cost Time: 9:07:56 || Estimated Time: 7:49:40 2020-11-03 19:12:11,377 Segmentron INFO: Epoch: 216/400 || Iters: 70/156 || Lr: 0.004985 || Loss: 0.0401 || Loss_b: 0.3389 || Cost Time: 9:08:06 || Estimated Time: 7:49:30 2020-11-03 19:12:20,426 Segmentron INFO: Epoch: 216/400 || Iters: 80/156 || Lr: 0.004983 || Loss: 0.0156 || Loss_b: 0.2295 || Cost Time: 9:08:15 || Estimated Time: 7:49:19 2020-11-03 19:12:29,729 Segmentron INFO: Epoch: 216/400 || Iters: 90/156 || Lr: 0.004982 || Loss: 0.0206 || Loss_b: 0.1354 || Cost Time: 9:08:24 || Estimated Time: 7:49:09 2020-11-03 19:12:39,663 Segmentron INFO: Epoch: 216/400 || Iters: 100/156 || Lr: 0.004980 || Loss: 0.0238 || Loss_b: 0.1080 || Cost Time: 9:08:34 || Estimated Time: 7:48:59 2020-11-03 19:12:50,944 Segmentron INFO: Epoch: 216/400 || Iters: 110/156 || Lr: 0.004979 || Loss: 0.0308 || Loss_b: 0.1155 || Cost Time: 9:08:45 || Estimated Time: 7:48:51 2020-11-03 19:12:59,550 Segmentron INFO: Epoch: 216/400 || Iters: 120/156 || Lr: 0.004977 || Loss: 0.0315 || Loss_b: 0.1277 || Cost Time: 9:08:54 || Estimated Time: 7:48:40 2020-11-03 19:13:08,459 Segmentron INFO: Epoch: 216/400 || Iters: 130/156 || Lr: 0.004975 || Loss: 0.0466 || Loss_b: 0.1136 || Cost Time: 9:09:03 || Estimated Time: 7:48:29 2020-11-03 19:13:17,878 Segmentron INFO: Epoch: 216/400 || Iters: 140/156 || Lr: 0.004974 || Loss: 0.0180 || Loss_b: 0.1110 || Cost Time: 9:09:12 || Estimated Time: 7:48:19 2020-11-03 19:13:27,031 Segmentron INFO: Epoch: 216/400 || Iters: 150/156 || Lr: 0.004972 || Loss: 0.0325 || Loss_b: 0.1199 || Cost Time: 9:09:21 || Estimated Time: 7:48:09 2020-11-03 19:13:34,084 Segmentron INFO: Epoch 216 model saved in: workdir/a2-2-3-400e/216.pth 2020-11-03 19:13:37,608 Segmentron INFO: Epoch: 217/400 || Iters: 4/156 || Lr: 0.004971 || Loss: 0.0165 || Loss_b: 0.0966 || Cost Time: 9:09:32 || Estimated Time: 7:48:00 2020-11-03 19:13:47,160 Segmentron INFO: Epoch: 217/400 || Iters: 14/156 || Lr: 0.004969 || Loss: 0.0135 || Loss_b: 0.0969 || Cost Time: 9:09:42 || Estimated Time: 7:47:50 2020-11-03 19:13:56,114 Segmentron INFO: Epoch: 217/400 || Iters: 24/156 || Lr: 0.004968 || Loss: 0.0157 || Loss_b: 0.0927 || Cost Time: 9:09:51 || Estimated Time: 7:47:39 2020-11-03 19:14:06,332 Segmentron INFO: Epoch: 217/400 || Iters: 34/156 || Lr: 0.004966 || Loss: 0.0190 || Loss_b: 0.1050 || Cost Time: 9:10:01 || Estimated Time: 7:47:30 2020-11-03 19:14:15,557 Segmentron INFO: Epoch: 217/400 || Iters: 44/156 || Lr: 0.004965 || Loss: 0.0183 || Loss_b: 0.1082 || Cost Time: 9:10:10 || Estimated Time: 7:47:20 2020-11-03 19:14:24,876 Segmentron INFO: Epoch: 217/400 || Iters: 54/156 || Lr: 0.004963 || Loss: 0.0149 || Loss_b: 0.0923 || Cost Time: 9:10:19 || Estimated Time: 7:47:10 2020-11-03 19:14:35,109 Segmentron INFO: Epoch: 217/400 || Iters: 64/156 || Lr: 0.004961 || Loss: 0.0213 || Loss_b: 0.1076 || Cost Time: 9:10:30 || Estimated Time: 7:47:00 2020-11-03 19:14:44,124 Segmentron INFO: Epoch: 217/400 || Iters: 74/156 || Lr: 0.004960 || Loss: 0.0242 || Loss_b: 0.1062 || Cost Time: 9:10:39 || Estimated Time: 7:46:50 2020-11-03 19:14:55,178 Segmentron INFO: Epoch: 217/400 || Iters: 84/156 || Lr: 0.004958 || Loss: 0.0146 || Loss_b: 0.0944 || Cost Time: 9:10:50 || Estimated Time: 7:46:41 2020-11-03 19:15:05,375 Segmentron INFO: Epoch: 217/400 || Iters: 94/156 || Lr: 0.004957 || Loss: 0.0187 || Loss_b: 0.0948 || Cost Time: 9:11:00 || Estimated Time: 7:46:32 2020-11-03 19:15:14,952 Segmentron INFO: Epoch: 217/400 || Iters: 104/156 || Lr: 0.004955 || Loss: 0.0112 || Loss_b: 0.0863 || Cost Time: 9:11:09 || Estimated Time: 7:46:22 2020-11-03 19:15:24,096 Segmentron INFO: Epoch: 217/400 || Iters: 114/156 || Lr: 0.004954 || Loss: 0.0138 || Loss_b: 0.0830 || Cost Time: 9:11:18 || Estimated Time: 7:46:11 2020-11-03 19:15:33,422 Segmentron INFO: Epoch: 217/400 || Iters: 124/156 || Lr: 0.004952 || Loss: 0.0162 || Loss_b: 0.0883 || Cost Time: 9:11:28 || Estimated Time: 7:46:01 2020-11-03 19:15:43,710 Segmentron INFO: Epoch: 217/400 || Iters: 134/156 || Lr: 0.004951 || Loss: 0.0098 || Loss_b: 0.0950 || Cost Time: 9:11:38 || Estimated Time: 7:45:52 2020-11-03 19:15:55,355 Segmentron INFO: Epoch: 217/400 || Iters: 144/156 || Lr: 0.004949 || Loss: 0.0144 || Loss_b: 0.0864 || Cost Time: 9:11:50 || Estimated Time: 7:45:44 2020-11-03 19:16:03,963 Segmentron INFO: Epoch: 217/400 || Iters: 154/156 || Lr: 0.004947 || Loss: 0.0112 || Loss_b: 0.0814 || Cost Time: 9:11:58 || Estimated Time: 7:45:33 2020-11-03 19:16:06,860 Segmentron INFO: Epoch 217 model saved in: workdir/a2-2-3-400e/217.pth 2020-11-03 19:16:13,885 Segmentron INFO: Epoch: 218/400 || Iters: 8/156 || Lr: 0.004946 || Loss: 0.0138 || Loss_b: 0.0819 || Cost Time: 9:12:08 || Estimated Time: 7:45:23 2020-11-03 19:16:24,657 Segmentron INFO: Epoch: 218/400 || Iters: 18/156 || Lr: 0.004944 || Loss: 0.0143 || Loss_b: 0.0863 || Cost Time: 9:12:19 || Estimated Time: 7:45:14 2020-11-03 19:16:33,124 Segmentron INFO: Epoch: 218/400 || Iters: 28/156 || Lr: 0.004943 || Loss: 0.0130 || Loss_b: 0.0929 || Cost Time: 9:12:28 || Estimated Time: 7:45:03 2020-11-03 19:16:41,790 Segmentron INFO: Epoch: 218/400 || Iters: 38/156 || Lr: 0.004941 || Loss: 0.0121 || Loss_b: 0.0876 || Cost Time: 9:12:36 || Estimated Time: 7:44:53 2020-11-03 19:16:50,703 Segmentron INFO: Epoch: 218/400 || Iters: 48/156 || Lr: 0.004940 || Loss: 0.0148 || Loss_b: 0.0851 || Cost Time: 9:12:45 || Estimated Time: 7:44:42 2020-11-03 19:17:01,376 Segmentron INFO: Epoch: 218/400 || Iters: 58/156 || Lr: 0.004938 || Loss: 0.0106 || Loss_b: 0.0793 || Cost Time: 9:12:56 || Estimated Time: 7:44:33 2020-11-03 19:17:12,495 Segmentron INFO: Epoch: 218/400 || Iters: 68/156 || Lr: 0.004937 || Loss: 0.0096 || Loss_b: 0.0778 || Cost Time: 9:13:07 || Estimated Time: 7:44:24 2020-11-03 19:17:22,660 Segmentron INFO: Epoch: 218/400 || Iters: 78/156 || Lr: 0.004935 || Loss: 0.0143 || Loss_b: 0.0969 || Cost Time: 9:13:17 || Estimated Time: 7:44:15 2020-11-03 19:17:31,545 Segmentron INFO: Epoch: 218/400 || Iters: 88/156 || Lr: 0.004933 || Loss: 0.0149 || Loss_b: 0.0930 || Cost Time: 9:13:26 || Estimated Time: 7:44:04 2020-11-03 19:17:43,280 Segmentron INFO: Epoch: 218/400 || Iters: 98/156 || Lr: 0.004932 || Loss: 0.0112 || Loss_b: 0.0871 || Cost Time: 9:13:38 || Estimated Time: 7:43:56 2020-11-03 19:17:52,258 Segmentron INFO: Epoch: 218/400 || Iters: 108/156 || Lr: 0.004930 || Loss: 0.0292 || Loss_b: 0.0860 || Cost Time: 9:13:47 || Estimated Time: 7:43:46 2020-11-03 19:18:01,026 Segmentron INFO: Epoch: 218/400 || Iters: 118/156 || Lr: 0.004929 || Loss: 0.0119 || Loss_b: 0.0854 || Cost Time: 9:13:55 || Estimated Time: 7:43:35 2020-11-03 19:18:11,881 Segmentron INFO: Epoch: 218/400 || Iters: 128/156 || Lr: 0.004927 || Loss: 0.0071 || Loss_b: 0.0754 || Cost Time: 9:14:06 || Estimated Time: 7:43:26 2020-11-03 19:18:21,123 Segmentron INFO: Epoch: 218/400 || Iters: 138/156 || Lr: 0.004926 || Loss: 0.0142 || Loss_b: 0.0863 || Cost Time: 9:14:16 || Estimated Time: 7:43:16 2020-11-03 19:18:30,219 Segmentron INFO: Epoch: 218/400 || Iters: 148/156 || Lr: 0.004924 || Loss: 0.0117 || Loss_b: 0.0888 || Cost Time: 9:14:25 || Estimated Time: 7:43:06 2020-11-03 19:18:39,455 Segmentron INFO: Epoch 218 model saved in: workdir/a2-2-3-400e/218.pth 2020-11-03 19:18:41,181 Segmentron INFO: Epoch: 219/400 || Iters: 2/156 || Lr: 0.004922 || Loss: 0.0150 || Loss_b: 0.0854 || Cost Time: 9:14:36 || Estimated Time: 7:42:57 2020-11-03 19:18:50,076 Segmentron INFO: Epoch: 219/400 || Iters: 12/156 || Lr: 0.004921 || Loss: 0.0108 || Loss_b: 0.0876 || Cost Time: 9:14:44 || Estimated Time: 7:42:46 2020-11-03 19:18:59,333 Segmentron INFO: Epoch: 219/400 || Iters: 22/156 || Lr: 0.004919 || Loss: 0.0099 || Loss_b: 0.0824 || Cost Time: 9:14:54 || Estimated Time: 7:42:36 2020-11-03 19:19:08,667 Segmentron INFO: Epoch: 219/400 || Iters: 32/156 || Lr: 0.004918 || Loss: 0.0144 || Loss_b: 0.0870 || Cost Time: 9:15:03 || Estimated Time: 7:42:26 2020-11-03 19:19:17,647 Segmentron INFO: Epoch: 219/400 || Iters: 42/156 || Lr: 0.004916 || Loss: 0.0125 || Loss_b: 0.0766 || Cost Time: 9:15:12 || Estimated Time: 7:42:15 2020-11-03 19:19:27,104 Segmentron INFO: Epoch: 219/400 || Iters: 52/156 || Lr: 0.004915 || Loss: 0.0083 || Loss_b: 0.0704 || Cost Time: 9:15:22 || Estimated Time: 7:42:05 2020-11-03 19:19:39,828 Segmentron INFO: Epoch: 219/400 || Iters: 62/156 || Lr: 0.004913 || Loss: 0.0106 || Loss_b: 0.0753 || Cost Time: 9:15:34 || Estimated Time: 7:41:58 2020-11-03 19:19:50,227 Segmentron INFO: Epoch: 219/400 || Iters: 72/156 || Lr: 0.004912 || Loss: 0.0190 || Loss_b: 0.0966 || Cost Time: 9:15:45 || Estimated Time: 7:41:49 2020-11-03 19:19:58,578 Segmentron INFO: Epoch: 219/400 || Iters: 82/156 || Lr: 0.004910 || Loss: 0.0082 || Loss_b: 0.0720 || Cost Time: 9:15:53 || Estimated Time: 7:41:38 2020-11-03 19:20:07,467 Segmentron INFO: Epoch: 219/400 || Iters: 92/156 || Lr: 0.004908 || Loss: 0.0096 || Loss_b: 0.0750 || Cost Time: 9:16:02 || Estimated Time: 7:41:27 2020-11-03 19:20:18,890 Segmentron INFO: Epoch: 219/400 || Iters: 102/156 || Lr: 0.004907 || Loss: 0.0084 || Loss_b: 0.0813 || Cost Time: 9:16:13 || Estimated Time: 7:41:19 2020-11-03 19:20:26,981 Segmentron INFO: Epoch: 219/400 || Iters: 112/156 || Lr: 0.004905 || Loss: 0.0096 || Loss_b: 0.0792 || Cost Time: 9:16:21 || Estimated Time: 7:41:08 2020-11-03 19:20:36,742 Segmentron INFO: Epoch: 219/400 || Iters: 122/156 || Lr: 0.004904 || Loss: 0.0184 || Loss_b: 0.0944 || Cost Time: 9:16:31 || Estimated Time: 7:40:58 2020-11-03 19:20:46,008 Segmentron INFO: Epoch: 219/400 || Iters: 132/156 || Lr: 0.004902 || Loss: 0.0088 || Loss_b: 0.0899 || Cost Time: 9:16:40 || Estimated Time: 7:40:48 2020-11-03 19:20:56,328 Segmentron INFO: Epoch: 219/400 || Iters: 142/156 || Lr: 0.004901 || Loss: 0.0120 || Loss_b: 0.0996 || Cost Time: 9:16:51 || Estimated Time: 7:40:38 2020-11-03 19:21:05,444 Segmentron INFO: Epoch: 219/400 || Iters: 152/156 || Lr: 0.004899 || Loss: 0.0128 || Loss_b: 0.0915 || Cost Time: 9:17:00 || Estimated Time: 7:40:28 2020-11-03 19:21:11,387 Segmentron INFO: Epoch 219 model saved in: workdir/a2-2-3-400e/219.pth 2020-11-03 19:21:16,184 Segmentron INFO: Epoch: 220/400 || Iters: 6/156 || Lr: 0.004897 || Loss: 0.0128 || Loss_b: 0.0933 || Cost Time: 9:17:11 || Estimated Time: 7:40:19 2020-11-03 19:21:24,948 Segmentron INFO: Epoch: 220/400 || Iters: 16/156 || Lr: 0.004896 || Loss: 0.0105 || Loss_b: 0.0841 || Cost Time: 9:17:19 || Estimated Time: 7:40:08 2020-11-03 19:21:33,925 Segmentron INFO: Epoch: 220/400 || Iters: 26/156 || Lr: 0.004894 || Loss: 0.0112 || Loss_b: 0.0753 || Cost Time: 9:17:28 || Estimated Time: 7:39:58 2020-11-03 19:21:44,975 Segmentron INFO: Epoch: 220/400 || Iters: 36/156 || Lr: 0.004893 || Loss: 0.0118 || Loss_b: 0.0789 || Cost Time: 9:17:39 || Estimated Time: 7:39:49 2020-11-03 19:21:54,471 Segmentron INFO: Epoch: 220/400 || Iters: 46/156 || Lr: 0.004891 || Loss: 0.0117 || Loss_b: 0.0744 || Cost Time: 9:17:49 || Estimated Time: 7:39:39 2020-11-03 19:22:03,462 Segmentron INFO: Epoch: 220/400 || Iters: 56/156 || Lr: 0.004890 || Loss: 0.0083 || Loss_b: 0.0769 || Cost Time: 9:17:58 || Estimated Time: 7:39:29 2020-11-03 19:22:12,655 Segmentron INFO: Epoch: 220/400 || Iters: 66/156 || Lr: 0.004888 || Loss: 0.0168 || Loss_b: 0.0858 || Cost Time: 9:18:07 || Estimated Time: 7:39:18 2020-11-03 19:22:23,469 Segmentron INFO: Epoch: 220/400 || Iters: 76/156 || Lr: 0.004887 || Loss: 0.0099 || Loss_b: 0.0801 || Cost Time: 9:18:18 || Estimated Time: 7:39:10 2020-11-03 19:22:32,607 Segmentron INFO: Epoch: 220/400 || Iters: 86/156 || Lr: 0.004885 || Loss: 0.0138 || Loss_b: 0.0772 || Cost Time: 9:18:27 || Estimated Time: 7:38:59 2020-11-03 19:22:43,223 Segmentron INFO: Epoch: 220/400 || Iters: 96/156 || Lr: 0.004883 || Loss: 0.0133 || Loss_b: 0.0789 || Cost Time: 9:18:38 || Estimated Time: 7:38:50 2020-11-03 19:22:54,205 Segmentron INFO: Epoch: 220/400 || Iters: 106/156 || Lr: 0.004882 || Loss: 0.0130 || Loss_b: 0.0857 || Cost Time: 9:18:49 || Estimated Time: 7:38:41 2020-11-03 19:23:06,952 Segmentron INFO: Epoch: 220/400 || Iters: 116/156 || Lr: 0.004880 || Loss: 0.0082 || Loss_b: 0.0742 || Cost Time: 9:19:01 || Estimated Time: 7:38:34 2020-11-03 19:23:14,622 Segmentron INFO: Epoch: 220/400 || Iters: 126/156 || Lr: 0.004879 || Loss: 0.0125 || Loss_b: 0.0764 || Cost Time: 9:19:09 || Estimated Time: 7:38:22 2020-11-03 19:23:24,251 Segmentron INFO: Epoch: 220/400 || Iters: 136/156 || Lr: 0.004877 || Loss: 0.0093 || Loss_b: 0.0722 || Cost Time: 9:19:19 || Estimated Time: 7:38:13 2020-11-03 19:23:33,709 Segmentron INFO: Epoch: 220/400 || Iters: 146/156 || Lr: 0.004876 || Loss: 0.0111 || Loss_b: 0.0764 || Cost Time: 9:19:28 || Estimated Time: 7:38:03 2020-11-03 19:23:43,944 Segmentron INFO: Epoch: 220/400 || Iters: 0/156 || Lr: 0.004874 || Loss: 0.0161 || Loss_b: 0.1010 || Cost Time: 9:19:38 || Estimated Time: 7:37:53 2020-11-03 19:23:44,664 Segmentron INFO: Epoch 220 model saved in: workdir/a2-2-3-400e/220.pth 2020-11-03 19:23:53,331 Segmentron INFO: Epoch: 221/400 || Iters: 10/156 || Lr: 0.004873 || Loss: 0.0147 || Loss_b: 0.0855 || Cost Time: 9:19:48 || Estimated Time: 7:37:43 2020-11-03 19:24:02,105 Segmentron INFO: Epoch: 221/400 || Iters: 20/156 || Lr: 0.004871 || Loss: 0.0133 || Loss_b: 0.0851 || Cost Time: 9:19:57 || Estimated Time: 7:37:32 2020-11-03 19:24:12,231 Segmentron INFO: Epoch: 221/400 || Iters: 30/156 || Lr: 0.004869 || Loss: 0.0088 || Loss_b: 0.0708 || Cost Time: 9:20:07 || Estimated Time: 7:37:23 2020-11-03 19:24:21,777 Segmentron INFO: Epoch: 221/400 || Iters: 40/156 || Lr: 0.004868 || Loss: 0.0117 || Loss_b: 0.0802 || Cost Time: 9:20:16 || Estimated Time: 7:37:13 2020-11-03 19:24:31,962 Segmentron INFO: Epoch: 221/400 || Iters: 50/156 || Lr: 0.004866 || Loss: 0.0082 || Loss_b: 0.0723 || Cost Time: 9:20:26 || Estimated Time: 7:37:03 2020-11-03 19:24:41,409 Segmentron INFO: Epoch: 221/400 || Iters: 60/156 || Lr: 0.004865 || Loss: 0.0085 || Loss_b: 0.0748 || Cost Time: 9:20:36 || Estimated Time: 7:36:53 2020-11-03 19:24:50,502 Segmentron INFO: Epoch: 221/400 || Iters: 70/156 || Lr: 0.004863 || Loss: 0.0082 || Loss_b: 0.0796 || Cost Time: 9:20:45 || Estimated Time: 7:36:43 2020-11-03 19:25:01,569 Segmentron INFO: Epoch: 221/400 || Iters: 80/156 || Lr: 0.004862 || Loss: 0.0080 || Loss_b: 0.0659 || Cost Time: 9:20:56 || Estimated Time: 7:36:34 2020-11-03 19:25:10,231 Segmentron INFO: Epoch: 221/400 || Iters: 90/156 || Lr: 0.004860 || Loss: 0.0080 || Loss_b: 0.0717 || Cost Time: 9:21:05 || Estimated Time: 7:36:24 2020-11-03 19:25:20,785 Segmentron INFO: Epoch: 221/400 || Iters: 100/156 || Lr: 0.004858 || Loss: 0.0093 || Loss_b: 0.0734 || Cost Time: 9:21:15 || Estimated Time: 7:36:14 2020-11-03 19:25:30,757 Segmentron INFO: Epoch: 221/400 || Iters: 110/156 || Lr: 0.004857 || Loss: 0.0116 || Loss_b: 0.0726 || Cost Time: 9:21:25 || Estimated Time: 7:36:05 2020-11-03 19:25:40,936 Segmentron INFO: Epoch: 221/400 || Iters: 120/156 || Lr: 0.004855 || Loss: 0.0103 || Loss_b: 0.0741 || Cost Time: 9:21:35 || Estimated Time: 7:35:55 2020-11-03 19:25:49,360 Segmentron INFO: Epoch: 221/400 || Iters: 130/156 || Lr: 0.004854 || Loss: 0.0090 || Loss_b: 0.0701 || Cost Time: 9:21:44 || Estimated Time: 7:35:44 2020-11-03 19:25:59,268 Segmentron INFO: Epoch: 221/400 || Iters: 140/156 || Lr: 0.004852 || Loss: 0.0098 || Loss_b: 0.0738 || Cost Time: 9:21:54 || Estimated Time: 7:35:35 2020-11-03 19:26:08,262 Segmentron INFO: Epoch: 221/400 || Iters: 150/156 || Lr: 0.004851 || Loss: 0.0071 || Loss_b: 0.0712 || Cost Time: 9:22:03 || Estimated Time: 7:35:24 2020-11-03 19:26:16,559 Segmentron INFO: Epoch 221 model saved in: workdir/a2-2-3-400e/221.pth 2020-11-03 19:26:19,709 Segmentron INFO: Epoch: 222/400 || Iters: 4/156 || Lr: 0.004849 || Loss: 0.0087 || Loss_b: 0.0688 || Cost Time: 9:22:14 || Estimated Time: 7:35:16 2020-11-03 19:26:28,738 Segmentron INFO: Epoch: 222/400 || Iters: 14/156 || Lr: 0.004847 || Loss: 0.0145 || Loss_b: 0.0810 || Cost Time: 9:22:23 || Estimated Time: 7:35:06 2020-11-03 19:26:38,125 Segmentron INFO: Epoch: 222/400 || Iters: 24/156 || Lr: 0.004846 || Loss: 0.0079 || Loss_b: 0.0720 || Cost Time: 9:22:33 || Estimated Time: 7:34:55 2020-11-03 19:26:51,674 Segmentron INFO: Epoch: 222/400 || Iters: 34/156 || Lr: 0.004844 || Loss: 0.0095 || Loss_b: 0.0732 || Cost Time: 9:22:46 || Estimated Time: 7:34:49 2020-11-03 19:26:59,336 Segmentron INFO: Epoch: 222/400 || Iters: 44/156 || Lr: 0.004843 || Loss: 0.0090 || Loss_b: 0.0722 || Cost Time: 9:22:54 || Estimated Time: 7:34:37 2020-11-03 19:27:08,005 Segmentron INFO: Epoch: 222/400 || Iters: 54/156 || Lr: 0.004841 || Loss: 0.0071 || Loss_b: 0.0679 || Cost Time: 9:23:02 || Estimated Time: 7:34:26 2020-11-03 19:27:19,270 Segmentron INFO: Epoch: 222/400 || Iters: 64/156 || Lr: 0.004840 || Loss: 0.0096 || Loss_b: 0.0773 || Cost Time: 9:23:14 || Estimated Time: 7:34:18 2020-11-03 19:27:27,731 Segmentron INFO: Epoch: 222/400 || Iters: 74/156 || Lr: 0.004838 || Loss: 0.0091 || Loss_b: 0.0696 || Cost Time: 9:23:22 || Estimated Time: 7:34:07 2020-11-03 19:27:36,783 Segmentron INFO: Epoch: 222/400 || Iters: 84/156 || Lr: 0.004837 || Loss: 0.0091 || Loss_b: 0.1005 || Cost Time: 9:23:31 || Estimated Time: 7:33:57 2020-11-03 19:27:47,056 Segmentron INFO: Epoch: 222/400 || Iters: 94/156 || Lr: 0.004835 || Loss: 0.0137 || Loss_b: 0.0990 || Cost Time: 9:23:41 || Estimated Time: 7:33:47 2020-11-03 19:27:56,606 Segmentron INFO: Epoch: 222/400 || Iters: 104/156 || Lr: 0.004833 || Loss: 0.0092 || Loss_b: 0.0887 || Cost Time: 9:23:51 || Estimated Time: 7:33:37 2020-11-03 19:28:05,887 Segmentron INFO: Epoch: 222/400 || Iters: 114/156 || Lr: 0.004832 || Loss: 0.0131 || Loss_b: 0.0760 || Cost Time: 9:24:00 || Estimated Time: 7:33:27 2020-11-03 19:28:16,410 Segmentron INFO: Epoch: 222/400 || Iters: 124/156 || Lr: 0.004830 || Loss: 0.0143 || Loss_b: 0.0820 || Cost Time: 9:24:11 || Estimated Time: 7:33:18 2020-11-03 19:28:25,699 Segmentron INFO: Epoch: 222/400 || Iters: 134/156 || Lr: 0.004829 || Loss: 0.0089 || Loss_b: 0.0713 || Cost Time: 9:24:20 || Estimated Time: 7:33:08 2020-11-03 19:28:36,270 Segmentron INFO: Epoch: 222/400 || Iters: 144/156 || Lr: 0.004827 || Loss: 0.0134 || Loss_b: 0.0723 || Cost Time: 9:24:31 || Estimated Time: 7:32:59 2020-11-03 19:28:45,274 Segmentron INFO: Epoch: 222/400 || Iters: 154/156 || Lr: 0.004826 || Loss: 0.0104 || Loss_b: 0.0715 || Cost Time: 9:24:40 || Estimated Time: 7:32:48 2020-11-03 19:28:49,348 Segmentron INFO: Epoch 222 model saved in: workdir/a2-2-3-400e/222.pth 2020-11-03 19:28:55,703 Segmentron INFO: Epoch: 223/400 || Iters: 8/156 || Lr: 0.004824 || Loss: 0.0100 || Loss_b: 0.0691 || Cost Time: 9:24:50 || Estimated Time: 7:32:39 2020-11-03 19:29:04,179 Segmentron INFO: Epoch: 223/400 || Iters: 18/156 || Lr: 0.004822 || Loss: 0.0074 || Loss_b: 0.0628 || Cost Time: 9:24:59 || Estimated Time: 7:32:28 2020-11-03 19:29:14,497 Segmentron INFO: Epoch: 223/400 || Iters: 28/156 || Lr: 0.004821 || Loss: 0.0072 || Loss_b: 0.0658 || Cost Time: 9:25:09 || Estimated Time: 7:32:19 2020-11-03 19:29:24,850 Segmentron INFO: Epoch: 223/400 || Iters: 38/156 || Lr: 0.004819 || Loss: 0.0100 || Loss_b: 0.0696 || Cost Time: 9:25:19 || Estimated Time: 7:32:09 2020-11-03 19:29:33,875 Segmentron INFO: Epoch: 223/400 || Iters: 48/156 || Lr: 0.004818 || Loss: 0.0087 || Loss_b: 0.0666 || Cost Time: 9:25:28 || Estimated Time: 7:31:59 2020-11-03 19:29:44,030 Segmentron INFO: Epoch: 223/400 || Iters: 58/156 || Lr: 0.004816 || Loss: 0.0081 || Loss_b: 0.0703 || Cost Time: 9:25:38 || Estimated Time: 7:31:50 2020-11-03 19:29:52,716 Segmentron INFO: Epoch: 223/400 || Iters: 68/156 || Lr: 0.004815 || Loss: 0.0122 || Loss_b: 0.0806 || Cost Time: 9:25:47 || Estimated Time: 7:31:39 2020-11-03 19:30:02,876 Segmentron INFO: Epoch: 223/400 || Iters: 78/156 || Lr: 0.004813 || Loss: 0.0102 || Loss_b: 0.0795 || Cost Time: 9:25:57 || Estimated Time: 7:31:29 2020-11-03 19:30:12,117 Segmentron INFO: Epoch: 223/400 || Iters: 88/156 || Lr: 0.004812 || Loss: 0.0110 || Loss_b: 0.0715 || Cost Time: 9:26:07 || Estimated Time: 7:31:19 2020-11-03 19:30:23,145 Segmentron INFO: Epoch: 223/400 || Iters: 98/156 || Lr: 0.004810 || Loss: 0.0084 || Loss_b: 0.0751 || Cost Time: 9:26:18 || Estimated Time: 7:31:10 2020-11-03 19:30:32,753 Segmentron INFO: Epoch: 223/400 || Iters: 108/156 || Lr: 0.004808 || Loss: 0.0104 || Loss_b: 0.0793 || Cost Time: 9:26:27 || Estimated Time: 7:31:00 2020-11-03 19:30:42,880 Segmentron INFO: Epoch: 223/400 || Iters: 118/156 || Lr: 0.004807 || Loss: 0.0117 || Loss_b: 0.0778 || Cost Time: 9:26:37 || Estimated Time: 7:30:51 2020-11-03 19:30:53,819 Segmentron INFO: Epoch: 223/400 || Iters: 128/156 || Lr: 0.004805 || Loss: 0.0107 || Loss_b: 0.0698 || Cost Time: 9:26:48 || Estimated Time: 7:30:42 2020-11-03 19:31:02,162 Segmentron INFO: Epoch: 223/400 || Iters: 138/156 || Lr: 0.004804 || Loss: 0.0083 || Loss_b: 0.0890 || Cost Time: 9:26:57 || Estimated Time: 7:30:31 2020-11-03 19:31:11,104 Segmentron INFO: Epoch: 223/400 || Iters: 148/156 || Lr: 0.004802 || Loss: 0.0167 || Loss_b: 0.0711 || Cost Time: 9:27:06 || Estimated Time: 7:30:21 2020-11-03 19:31:19,837 Segmentron INFO: Epoch 223 model saved in: workdir/a2-2-3-400e/223.pth 2020-11-03 19:31:21,620 Segmentron INFO: Epoch: 224/400 || Iters: 2/156 || Lr: 0.004801 || Loss: 0.0113 || Loss_b: 0.0677 || Cost Time: 9:27:16 || Estimated Time: 7:30:12 2020-11-03 19:31:31,019 Segmentron INFO: Epoch: 224/400 || Iters: 12/156 || Lr: 0.004799 || Loss: 0.0167 || Loss_b: 0.0771 || Cost Time: 9:27:25 || Estimated Time: 7:30:01 2020-11-03 19:31:41,402 Segmentron INFO: Epoch: 224/400 || Iters: 22/156 || Lr: 0.004797 || Loss: 0.0115 || Loss_b: 0.0730 || Cost Time: 9:27:36 || Estimated Time: 7:29:52 2020-11-03 19:31:51,028 Segmentron INFO: Epoch: 224/400 || Iters: 32/156 || Lr: 0.004796 || Loss: 0.0100 || Loss_b: 0.0755 || Cost Time: 9:27:45 || Estimated Time: 7:29:42 2020-11-03 19:32:00,144 Segmentron INFO: Epoch: 224/400 || Iters: 42/156 || Lr: 0.004794 || Loss: 0.0125 || Loss_b: 0.0740 || Cost Time: 9:27:55 || Estimated Time: 7:29:32 2020-11-03 19:32:11,153 Segmentron INFO: Epoch: 224/400 || Iters: 52/156 || Lr: 0.004793 || Loss: 0.0170 || Loss_b: 0.0855 || Cost Time: 9:28:06 || Estimated Time: 7:29:23 2020-11-03 19:32:20,132 Segmentron INFO: Epoch: 224/400 || Iters: 62/156 || Lr: 0.004791 || Loss: 0.0103 || Loss_b: 0.0710 || Cost Time: 9:28:15 || Estimated Time: 7:29:13 2020-11-03 19:32:29,442 Segmentron INFO: Epoch: 224/400 || Iters: 72/156 || Lr: 0.004790 || Loss: 0.0096 || Loss_b: 0.0655 || Cost Time: 9:28:24 || Estimated Time: 7:29:03 2020-11-03 19:32:39,009 Segmentron INFO: Epoch: 224/400 || Iters: 82/156 || Lr: 0.004788 || Loss: 0.0080 || Loss_b: 0.0690 || Cost Time: 9:28:33 || Estimated Time: 7:28:53 2020-11-03 19:32:48,566 Segmentron INFO: Epoch: 224/400 || Iters: 92/156 || Lr: 0.004786 || Loss: 0.0177 || Loss_b: 0.0822 || Cost Time: 9:28:43 || Estimated Time: 7:28:43 2020-11-03 19:32:57,827 Segmentron INFO: Epoch: 224/400 || Iters: 102/156 || Lr: 0.004785 || Loss: 0.0084 || Loss_b: 0.0677 || Cost Time: 9:28:52 || Estimated Time: 7:28:32 2020-11-03 19:33:08,076 Segmentron INFO: Epoch: 224/400 || Iters: 112/156 || Lr: 0.004783 || Loss: 0.0125 || Loss_b: 0.0739 || Cost Time: 9:29:02 || Estimated Time: 7:28:23 2020-11-03 19:33:18,426 Segmentron INFO: Epoch: 224/400 || Iters: 122/156 || Lr: 0.004782 || Loss: 0.0093 || Loss_b: 0.0755 || Cost Time: 9:29:13 || Estimated Time: 7:28:14 2020-11-03 19:33:27,215 Segmentron INFO: Epoch: 224/400 || Iters: 132/156 || Lr: 0.004780 || Loss: 0.0087 || Loss_b: 0.0717 || Cost Time: 9:29:22 || Estimated Time: 7:28:03 2020-11-03 19:33:36,019 Segmentron INFO: Epoch: 224/400 || Iters: 142/156 || Lr: 0.004779 || Loss: 0.0111 || Loss_b: 0.0733 || Cost Time: 9:29:30 || Estimated Time: 7:27:53 2020-11-03 19:33:47,343 Segmentron INFO: Epoch: 224/400 || Iters: 152/156 || Lr: 0.004777 || Loss: 0.0105 || Loss_b: 0.0701 || Cost Time: 9:29:42 || Estimated Time: 7:27:44 2020-11-03 19:33:53,889 Segmentron INFO: Epoch 224 model saved in: workdir/a2-2-3-400e/224.pth 2020-11-03 19:33:58,336 Segmentron INFO: Epoch: 225/400 || Iters: 6/156 || Lr: 0.004776 || Loss: 0.0084 || Loss_b: 0.0664 || Cost Time: 9:29:53 || Estimated Time: 7:27:35 2020-11-03 19:34:07,830 Segmentron INFO: Epoch: 225/400 || Iters: 16/156 || Lr: 0.004774 || Loss: 0.0079 || Loss_b: 0.0676 || Cost Time: 9:30:02 || Estimated Time: 7:27:25 2020-11-03 19:34:18,618 Segmentron INFO: Epoch: 225/400 || Iters: 26/156 || Lr: 0.004772 || Loss: 0.0082 || Loss_b: 0.0696 || Cost Time: 9:30:13 || Estimated Time: 7:27:16 2020-11-03 19:34:30,726 Segmentron INFO: Epoch: 225/400 || Iters: 36/156 || Lr: 0.004771 || Loss: 0.0097 || Loss_b: 0.0696 || Cost Time: 9:30:25 || Estimated Time: 7:27:08 2020-11-03 19:34:39,306 Segmentron INFO: Epoch: 225/400 || Iters: 46/156 || Lr: 0.004769 || Loss: 0.0107 || Loss_b: 0.0715 || Cost Time: 9:30:34 || Estimated Time: 7:26:57 2020-11-03 19:34:50,202 Segmentron INFO: Epoch: 225/400 || Iters: 56/156 || Lr: 0.004768 || Loss: 0.0114 || Loss_b: 0.0907 || Cost Time: 9:30:45 || Estimated Time: 7:26:49 2020-11-03 19:34:58,632 Segmentron INFO: Epoch: 225/400 || Iters: 66/156 || Lr: 0.004766 || Loss: 0.0117 || Loss_b: 0.0786 || Cost Time: 9:30:53 || Estimated Time: 7:26:38 2020-11-03 19:35:07,442 Segmentron INFO: Epoch: 225/400 || Iters: 76/156 || Lr: 0.004765 || Loss: 0.0148 || Loss_b: 0.0749 || Cost Time: 9:31:02 || Estimated Time: 7:26:27 2020-11-03 19:35:17,366 Segmentron INFO: Epoch: 225/400 || Iters: 86/156 || Lr: 0.004763 || Loss: 0.0065 || Loss_b: 0.0663 || Cost Time: 9:31:12 || Estimated Time: 7:26:17 2020-11-03 19:35:26,841 Segmentron INFO: Epoch: 225/400 || Iters: 96/156 || Lr: 0.004761 || Loss: 0.0074 || Loss_b: 0.0677 || Cost Time: 9:31:21 || Estimated Time: 7:26:07 2020-11-03 19:35:35,736 Segmentron INFO: Epoch: 225/400 || Iters: 106/156 || Lr: 0.004760 || Loss: 0.0097 || Loss_b: 0.0751 || Cost Time: 9:31:30 || Estimated Time: 7:25:57 2020-11-03 19:35:44,940 Segmentron INFO: Epoch: 225/400 || Iters: 116/156 || Lr: 0.004758 || Loss: 0.0104 || Loss_b: 0.0682 || Cost Time: 9:31:39 || Estimated Time: 7:25:47 2020-11-03 19:35:54,903 Segmentron INFO: Epoch: 225/400 || Iters: 126/156 || Lr: 0.004757 || Loss: 0.0097 || Loss_b: 0.0724 || Cost Time: 9:31:49 || Estimated Time: 7:25:37 2020-11-03 19:36:06,285 Segmentron INFO: Epoch: 225/400 || Iters: 136/156 || Lr: 0.004755 || Loss: 0.0078 || Loss_b: 0.0630 || Cost Time: 9:32:01 || Estimated Time: 7:25:29 2020-11-03 19:36:15,474 Segmentron INFO: Epoch: 225/400 || Iters: 146/156 || Lr: 0.004754 || Loss: 0.0124 || Loss_b: 0.0696 || Cost Time: 9:32:10 || Estimated Time: 7:25:18 2020-11-03 19:36:24,348 Segmentron INFO: Epoch: 225/400 || Iters: 0/156 || Lr: 0.004752 || Loss: 0.0089 || Loss_b: 0.0701 || Cost Time: 9:32:19 || Estimated Time: 7:25:08 2020-11-03 19:36:25,197 Segmentron INFO: Epoch 225 model saved in: workdir/a2-2-3-400e/225.pth 2020-11-03 19:36:34,221 Segmentron INFO: Epoch: 226/400 || Iters: 10/156 || Lr: 0.004750 || Loss: 0.0123 || Loss_b: 0.0742 || Cost Time: 9:32:29 || Estimated Time: 7:24:58 2020-11-03 19:36:43,365 Segmentron INFO: Epoch: 226/400 || Iters: 20/156 || Lr: 0.004749 || Loss: 0.0101 || Loss_b: 0.0680 || Cost Time: 9:32:38 || Estimated Time: 7:24:48 2020-11-03 19:36:53,711 Segmentron INFO: Epoch: 226/400 || Iters: 30/156 || Lr: 0.004747 || Loss: 0.0125 || Loss_b: 0.0715 || Cost Time: 9:32:48 || Estimated Time: 7:24:38 2020-11-03 19:37:04,019 Segmentron INFO: Epoch: 226/400 || Iters: 40/156 || Lr: 0.004746 || Loss: 0.0128 || Loss_b: 0.0709 || Cost Time: 9:32:58 || Estimated Time: 7:24:29 2020-11-03 19:37:14,200 Segmentron INFO: Epoch: 226/400 || Iters: 50/156 || Lr: 0.004744 || Loss: 0.0079 || Loss_b: 0.0646 || Cost Time: 9:33:09 || Estimated Time: 7:24:20 2020-11-03 19:37:23,762 Segmentron INFO: Epoch: 226/400 || Iters: 60/156 || Lr: 0.004743 || Loss: 0.0075 || Loss_b: 0.0672 || Cost Time: 9:33:18 || Estimated Time: 7:24:10 2020-11-03 19:37:34,778 Segmentron INFO: Epoch: 226/400 || Iters: 70/156 || Lr: 0.004741 || Loss: 0.0112 || Loss_b: 0.0735 || Cost Time: 9:33:29 || Estimated Time: 7:24:01 2020-11-03 19:37:43,392 Segmentron INFO: Epoch: 226/400 || Iters: 80/156 || Lr: 0.004740 || Loss: 0.0145 || Loss_b: 0.0848 || Cost Time: 9:33:38 || Estimated Time: 7:23:50 2020-11-03 19:37:58,405 Segmentron INFO: Epoch: 226/400 || Iters: 90/156 || Lr: 0.004738 || Loss: 0.0087 || Loss_b: 0.0682 || Cost Time: 9:33:53 || Estimated Time: 7:23:44 2020-11-03 19:38:06,204 Segmentron INFO: Epoch: 226/400 || Iters: 100/156 || Lr: 0.004736 || Loss: 0.0107 || Loss_b: 0.0757 || Cost Time: 9:34:01 || Estimated Time: 7:23:33 2020-11-03 19:38:14,826 Segmentron INFO: Epoch: 226/400 || Iters: 110/156 || Lr: 0.004735 || Loss: 0.0124 || Loss_b: 0.0756 || Cost Time: 9:34:09 || Estimated Time: 7:23:22 2020-11-03 19:38:24,544 Segmentron INFO: Epoch: 226/400 || Iters: 120/156 || Lr: 0.004733 || Loss: 0.0096 || Loss_b: 0.0705 || Cost Time: 9:34:19 || Estimated Time: 7:23:13 2020-11-03 19:38:34,305 Segmentron INFO: Epoch: 226/400 || Iters: 130/156 || Lr: 0.004732 || Loss: 0.0100 || Loss_b: 0.0715 || Cost Time: 9:34:29 || Estimated Time: 7:23:03 2020-11-03 19:38:46,405 Segmentron INFO: Epoch: 226/400 || Iters: 140/156 || Lr: 0.004730 || Loss: 0.0079 || Loss_b: 0.0676 || Cost Time: 9:34:41 || Estimated Time: 7:22:55 2020-11-03 19:38:55,827 Segmentron INFO: Epoch: 226/400 || Iters: 150/156 || Lr: 0.004729 || Loss: 0.0096 || Loss_b: 0.0723 || Cost Time: 9:34:50 || Estimated Time: 7:22:45 2020-11-03 19:39:01,098 Segmentron INFO: Epoch 226 model saved in: workdir/a2-2-3-400e/226.pth 2020-11-03 19:39:04,616 Segmentron INFO: Epoch: 227/400 || Iters: 4/156 || Lr: 0.004727 || Loss: 0.0068 || Loss_b: 0.0670 || Cost Time: 9:34:59 || Estimated Time: 7:22:34 2020-11-03 19:39:13,793 Segmentron INFO: Epoch: 227/400 || Iters: 14/156 || Lr: 0.004725 || Loss: 0.0091 || Loss_b: 0.0649 || Cost Time: 9:35:08 || Estimated Time: 7:22:24 2020-11-03 19:39:23,242 Segmentron INFO: Epoch: 227/400 || Iters: 24/156 || Lr: 0.004724 || Loss: 0.0122 || Loss_b: 0.0718 || Cost Time: 9:35:18 || Estimated Time: 7:22:14 2020-11-03 19:39:32,281 Segmentron INFO: Epoch: 227/400 || Iters: 34/156 || Lr: 0.004722 || Loss: 0.0071 || Loss_b: 0.0617 || Cost Time: 9:35:27 || Estimated Time: 7:22:03 2020-11-03 19:39:42,220 Segmentron INFO: Epoch: 227/400 || Iters: 44/156 || Lr: 0.004721 || Loss: 0.0093 || Loss_b: 0.0628 || Cost Time: 9:35:37 || Estimated Time: 7:21:54 2020-11-03 19:39:53,754 Segmentron INFO: Epoch: 227/400 || Iters: 54/156 || Lr: 0.004719 || Loss: 0.0125 || Loss_b: 0.0704 || Cost Time: 9:35:48 || Estimated Time: 7:21:45 2020-11-03 19:40:02,625 Segmentron INFO: Epoch: 227/400 || Iters: 64/156 || Lr: 0.004718 || Loss: 0.0130 || Loss_b: 0.0747 || Cost Time: 9:35:57 || Estimated Time: 7:21:35 2020-11-03 19:40:15,839 Segmentron INFO: Epoch: 227/400 || Iters: 74/156 || Lr: 0.004716 || Loss: 0.0107 || Loss_b: 0.0684 || Cost Time: 9:36:10 || Estimated Time: 7:21:28 2020-11-03 19:40:23,694 Segmentron INFO: Epoch: 227/400 || Iters: 84/156 || Lr: 0.004714 || Loss: 0.0122 || Loss_b: 0.0723 || Cost Time: 9:36:18 || Estimated Time: 7:21:16 2020-11-03 19:40:32,391 Segmentron INFO: Epoch: 227/400 || Iters: 94/156 || Lr: 0.004713 || Loss: 0.0122 || Loss_b: 0.0717 || Cost Time: 9:36:27 || Estimated Time: 7:21:06 2020-11-03 19:40:43,660 Segmentron INFO: Epoch: 227/400 || Iters: 104/156 || Lr: 0.004711 || Loss: 0.0084 || Loss_b: 0.0670 || Cost Time: 9:36:38 || Estimated Time: 7:20:57 2020-11-03 19:40:53,767 Segmentron INFO: Epoch: 227/400 || Iters: 114/156 || Lr: 0.004710 || Loss: 0.0101 || Loss_b: 0.0716 || Cost Time: 9:36:48 || Estimated Time: 7:20:48 2020-11-03 19:41:02,546 Segmentron INFO: Epoch: 227/400 || Iters: 124/156 || Lr: 0.004708 || Loss: 0.0081 || Loss_b: 0.0671 || Cost Time: 9:36:57 || Estimated Time: 7:20:37 2020-11-03 19:41:11,899 Segmentron INFO: Epoch: 227/400 || Iters: 134/156 || Lr: 0.004707 || Loss: 0.0086 || Loss_b: 0.0698 || Cost Time: 9:37:06 || Estimated Time: 7:20:27 2020-11-03 19:41:21,324 Segmentron INFO: Epoch: 227/400 || Iters: 144/156 || Lr: 0.004705 || Loss: 0.0101 || Loss_b: 0.4242 || Cost Time: 9:37:16 || Estimated Time: 7:20:17 2020-11-03 19:41:30,932 Segmentron INFO: Epoch: 227/400 || Iters: 154/156 || Lr: 0.004703 || Loss: 0.0106 || Loss_b: 0.0935 || Cost Time: 9:37:25 || Estimated Time: 7:20:07 2020-11-03 19:41:33,682 Segmentron INFO: Epoch 227 model saved in: workdir/a2-2-3-400e/227.pth 2020-11-03 19:41:40,409 Segmentron INFO: Epoch: 228/400 || Iters: 8/156 || Lr: 0.004702 || Loss: 0.0072 || Loss_b: 0.1162 || Cost Time: 9:37:35 || Estimated Time: 7:19:57 2020-11-03 19:41:50,917 Segmentron INFO: Epoch: 228/400 || Iters: 18/156 || Lr: 0.004700 || Loss: 0.0101 || Loss_b: 0.0840 || Cost Time: 9:37:45 || Estimated Time: 7:19:48 2020-11-03 19:42:02,015 Segmentron INFO: Epoch: 228/400 || Iters: 28/156 || Lr: 0.004699 || Loss: 0.0084 || Loss_b: 0.0678 || Cost Time: 9:37:56 || Estimated Time: 7:19:39 2020-11-03 19:42:10,916 Segmentron INFO: Epoch: 228/400 || Iters: 38/156 || Lr: 0.004697 || Loss: 0.0156 || Loss_b: 0.0785 || Cost Time: 9:38:05 || Estimated Time: 7:19:29 2020-11-03 19:42:21,515 Segmentron INFO: Epoch: 228/400 || Iters: 48/156 || Lr: 0.004696 || Loss: 0.0085 || Loss_b: 0.0700 || Cost Time: 9:38:16 || Estimated Time: 7:19:19 2020-11-03 19:42:30,301 Segmentron INFO: Epoch: 228/400 || Iters: 58/156 || Lr: 0.004694 || Loss: 0.0072 || Loss_b: 0.0672 || Cost Time: 9:38:25 || Estimated Time: 7:19:09 2020-11-03 19:42:39,550 Segmentron INFO: Epoch: 228/400 || Iters: 68/156 || Lr: 0.004692 || Loss: 0.0142 || Loss_b: 0.0799 || Cost Time: 9:38:34 || Estimated Time: 7:18:59 2020-11-03 19:42:49,749 Segmentron INFO: Epoch: 228/400 || Iters: 78/156 || Lr: 0.004691 || Loss: 0.0120 || Loss_b: 0.0726 || Cost Time: 9:38:44 || Estimated Time: 7:18:49 2020-11-03 19:43:00,310 Segmentron INFO: Epoch: 228/400 || Iters: 88/156 || Lr: 0.004689 || Loss: 0.0106 || Loss_b: 0.0789 || Cost Time: 9:38:55 || Estimated Time: 7:18:40 2020-11-03 19:43:08,887 Segmentron INFO: Epoch: 228/400 || Iters: 98/156 || Lr: 0.004688 || Loss: 0.0069 || Loss_b: 0.0665 || Cost Time: 9:39:03 || Estimated Time: 7:18:29 2020-11-03 19:43:17,901 Segmentron INFO: Epoch: 228/400 || Iters: 108/156 || Lr: 0.004686 || Loss: 0.0110 || Loss_b: 0.0677 || Cost Time: 9:39:12 || Estimated Time: 7:18:19 2020-11-03 19:43:26,808 Segmentron INFO: Epoch: 228/400 || Iters: 118/156 || Lr: 0.004685 || Loss: 0.0072 || Loss_b: 0.0657 || Cost Time: 9:39:21 || Estimated Time: 7:18:08 2020-11-03 19:43:36,516 Segmentron INFO: Epoch: 228/400 || Iters: 128/156 || Lr: 0.004683 || Loss: 0.0088 || Loss_b: 0.0704 || Cost Time: 9:39:31 || Estimated Time: 7:17:59 2020-11-03 19:43:46,676 Segmentron INFO: Epoch: 228/400 || Iters: 138/156 || Lr: 0.004681 || Loss: 0.0093 || Loss_b: 0.0655 || Cost Time: 9:39:41 || Estimated Time: 7:17:49 2020-11-03 19:43:56,752 Segmentron INFO: Epoch: 228/400 || Iters: 148/156 || Lr: 0.004680 || Loss: 0.0110 || Loss_b: 0.0695 || Cost Time: 9:39:51 || Estimated Time: 7:17:40 2020-11-03 19:44:05,637 Segmentron INFO: Epoch 228 model saved in: workdir/a2-2-3-400e/228.pth 2020-11-03 19:44:08,102 Segmentron INFO: Epoch: 229/400 || Iters: 2/156 || Lr: 0.004678 || Loss: 0.0131 || Loss_b: 0.0719 || Cost Time: 9:40:02 || Estimated Time: 7:17:31 2020-11-03 19:44:16,241 Segmentron INFO: Epoch: 229/400 || Iters: 12/156 || Lr: 0.004677 || Loss: 0.0115 || Loss_b: 0.0696 || Cost Time: 9:40:11 || Estimated Time: 7:17:20 2020-11-03 19:44:25,512 Segmentron INFO: Epoch: 229/400 || Iters: 22/156 || Lr: 0.004675 || Loss: 0.0102 || Loss_b: 0.0757 || Cost Time: 9:40:20 || Estimated Time: 7:17:10 2020-11-03 19:44:39,269 Segmentron INFO: Epoch: 229/400 || Iters: 32/156 || Lr: 0.004674 || Loss: 0.0082 || Loss_b: 0.0688 || Cost Time: 9:40:34 || Estimated Time: 7:17:03 2020-11-03 19:44:47,056 Segmentron INFO: Epoch: 229/400 || Iters: 42/156 || Lr: 0.004672 || Loss: 0.0093 || Loss_b: 0.0680 || Cost Time: 9:40:41 || Estimated Time: 7:16:52 2020-11-03 19:44:56,119 Segmentron INFO: Epoch: 229/400 || Iters: 52/156 || Lr: 0.004671 || Loss: 0.0107 || Loss_b: 0.0699 || Cost Time: 9:40:51 || Estimated Time: 7:16:41 2020-11-03 19:45:06,687 Segmentron INFO: Epoch: 229/400 || Iters: 62/156 || Lr: 0.004669 || Loss: 0.0085 || Loss_b: 0.0652 || Cost Time: 9:41:01 || Estimated Time: 7:16:32 2020-11-03 19:45:15,874 Segmentron INFO: Epoch: 229/400 || Iters: 72/156 || Lr: 0.004667 || Loss: 0.0078 || Loss_b: 0.0647 || Cost Time: 9:41:10 || Estimated Time: 7:16:22 2020-11-03 19:45:25,423 Segmentron INFO: Epoch: 229/400 || Iters: 82/156 || Lr: 0.004666 || Loss: 0.0130 || Loss_b: 0.0761 || Cost Time: 9:41:20 || Estimated Time: 7:16:12 2020-11-03 19:45:34,451 Segmentron INFO: Epoch: 229/400 || Iters: 92/156 || Lr: 0.004664 || Loss: 0.0093 || Loss_b: 0.0702 || Cost Time: 9:41:29 || Estimated Time: 7:16:02 2020-11-03 19:45:44,426 Segmentron INFO: Epoch: 229/400 || Iters: 102/156 || Lr: 0.004663 || Loss: 0.0086 || Loss_b: 0.0663 || Cost Time: 9:41:39 || Estimated Time: 7:15:52 2020-11-03 19:45:55,343 Segmentron INFO: Epoch: 229/400 || Iters: 112/156 || Lr: 0.004661 || Loss: 0.0073 || Loss_b: 0.0651 || Cost Time: 9:41:50 || Estimated Time: 7:15:43 2020-11-03 19:46:04,314 Segmentron INFO: Epoch: 229/400 || Iters: 122/156 || Lr: 0.004660 || Loss: 0.0121 || Loss_b: 0.0726 || Cost Time: 9:41:59 || Estimated Time: 7:15:33 2020-11-03 19:46:13,585 Segmentron INFO: Epoch: 229/400 || Iters: 132/156 || Lr: 0.004658 || Loss: 0.0093 || Loss_b: 0.0642 || Cost Time: 9:42:08 || Estimated Time: 7:15:22 2020-11-03 19:46:22,854 Segmentron INFO: Epoch: 229/400 || Iters: 142/156 || Lr: 0.004656 || Loss: 0.0094 || Loss_b: 0.0636 || Cost Time: 9:42:17 || Estimated Time: 7:15:12 2020-11-03 19:46:35,659 Segmentron INFO: Epoch: 229/400 || Iters: 152/156 || Lr: 0.004655 || Loss: 0.0083 || Loss_b: 0.0630 || Cost Time: 9:42:30 || Estimated Time: 7:15:05 2020-11-03 19:46:40,784 Segmentron INFO: Epoch 229 model saved in: workdir/a2-2-3-400e/229.pth 2020-11-03 19:46:45,685 Segmentron INFO: Epoch: 230/400 || Iters: 6/156 || Lr: 0.004653 || Loss: 0.0061 || Loss_b: 0.0731 || Cost Time: 9:42:40 || Estimated Time: 7:14:55 2020-11-03 19:46:54,348 Segmentron INFO: Epoch: 230/400 || Iters: 16/156 || Lr: 0.004652 || Loss: 0.0092 || Loss_b: 0.1051 || Cost Time: 9:42:49 || Estimated Time: 7:14:45 2020-11-03 19:47:05,272 Segmentron INFO: Epoch: 230/400 || Iters: 26/156 || Lr: 0.004650 || Loss: 0.0111 || Loss_b: 0.0727 || Cost Time: 9:43:00 || Estimated Time: 7:14:36 2020-11-03 19:47:16,502 Segmentron INFO: Epoch: 230/400 || Iters: 36/156 || Lr: 0.004649 || Loss: 0.0130 || Loss_b: 0.0914 || Cost Time: 9:43:11 || Estimated Time: 7:14:27 2020-11-03 19:47:25,987 Segmentron INFO: Epoch: 230/400 || Iters: 46/156 || Lr: 0.004647 || Loss: 0.0070 || Loss_b: 0.0675 || Cost Time: 9:43:20 || Estimated Time: 7:14:17 2020-11-03 19:47:34,848 Segmentron INFO: Epoch: 230/400 || Iters: 56/156 || Lr: 0.004645 || Loss: 0.0065 || Loss_b: 0.0677 || Cost Time: 9:43:29 || Estimated Time: 7:14:06 2020-11-03 19:47:43,617 Segmentron INFO: Epoch: 230/400 || Iters: 66/156 || Lr: 0.004644 || Loss: 0.0085 || Loss_b: 0.0681 || Cost Time: 9:43:38 || Estimated Time: 7:13:56 2020-11-03 19:47:53,459 Segmentron INFO: Epoch: 230/400 || Iters: 76/156 || Lr: 0.004642 || Loss: 0.0094 || Loss_b: 0.0684 || Cost Time: 9:43:48 || Estimated Time: 7:13:46 2020-11-03 19:48:03,613 Segmentron INFO: Epoch: 230/400 || Iters: 86/156 || Lr: 0.004641 || Loss: 0.0140 || Loss_b: 0.0828 || Cost Time: 9:43:58 || Estimated Time: 7:13:37 2020-11-03 19:48:14,355 Segmentron INFO: Epoch: 230/400 || Iters: 96/156 || Lr: 0.004639 || Loss: 0.0090 || Loss_b: 0.0662 || Cost Time: 9:44:09 || Estimated Time: 7:13:28 2020-11-03 19:48:24,061 Segmentron INFO: Epoch: 230/400 || Iters: 106/156 || Lr: 0.004638 || Loss: 0.0066 || Loss_b: 0.0595 || Cost Time: 9:44:18 || Estimated Time: 7:13:18 2020-11-03 19:48:32,699 Segmentron INFO: Epoch: 230/400 || Iters: 116/156 || Lr: 0.004636 || Loss: 0.0113 || Loss_b: 0.0767 || Cost Time: 9:44:27 || Estimated Time: 7:13:07 2020-11-03 19:48:43,016 Segmentron INFO: Epoch: 230/400 || Iters: 126/156 || Lr: 0.004634 || Loss: 0.0105 || Loss_b: 0.0710 || Cost Time: 9:44:37 || Estimated Time: 7:12:58 2020-11-03 19:48:51,717 Segmentron INFO: Epoch: 230/400 || Iters: 136/156 || Lr: 0.004633 || Loss: 0.0063 || Loss_b: 0.0679 || Cost Time: 9:44:46 || Estimated Time: 7:12:47 2020-11-03 19:49:00,979 Segmentron INFO: Epoch: 230/400 || Iters: 146/156 || Lr: 0.004631 || Loss: 0.0073 || Loss_b: 0.0654 || Cost Time: 9:44:55 || Estimated Time: 7:12:37 2020-11-03 19:49:09,798 Segmentron INFO: Epoch: 230/400 || Iters: 0/156 || Lr: 0.004630 || Loss: 0.0078 || Loss_b: 0.0972 || Cost Time: 9:45:04 || Estimated Time: 7:12:26 2020-11-03 19:49:10,731 Segmentron INFO: Epoch 230 model saved in: workdir/a2-2-3-400e/230.pth 2020-11-03 19:49:20,625 Segmentron INFO: Epoch: 231/400 || Iters: 10/156 || Lr: 0.004628 || Loss: 0.0147 || Loss_b: 0.0684 || Cost Time: 9:45:15 || Estimated Time: 7:12:17 2020-11-03 19:49:32,445 Segmentron INFO: Epoch: 231/400 || Iters: 20/156 || Lr: 0.004627 || Loss: 0.0081 || Loss_b: 0.0663 || Cost Time: 9:45:27 || Estimated Time: 7:12:09 2020-11-03 19:49:40,977 Segmentron INFO: Epoch: 231/400 || Iters: 30/156 || Lr: 0.004625 || Loss: 0.0090 || Loss_b: 0.0655 || Cost Time: 9:45:35 || Estimated Time: 7:11:58 2020-11-03 19:49:51,077 Segmentron INFO: Epoch: 231/400 || Iters: 40/156 || Lr: 0.004623 || Loss: 0.0093 || Loss_b: 0.0679 || Cost Time: 9:45:45 || Estimated Time: 7:11:49 2020-11-03 19:49:59,783 Segmentron INFO: Epoch: 231/400 || Iters: 50/156 || Lr: 0.004622 || Loss: 0.0082 || Loss_b: 0.0650 || Cost Time: 9:45:54 || Estimated Time: 7:11:38 2020-11-03 19:50:09,005 Segmentron INFO: Epoch: 231/400 || Iters: 60/156 || Lr: 0.004620 || Loss: 0.0107 || Loss_b: 0.0651 || Cost Time: 9:46:03 || Estimated Time: 7:11:28 2020-11-03 19:50:18,894 Segmentron INFO: Epoch: 231/400 || Iters: 70/156 || Lr: 0.004619 || Loss: 0.0127 || Loss_b: 0.0699 || Cost Time: 9:46:13 || Estimated Time: 7:11:18 2020-11-03 19:50:28,751 Segmentron INFO: Epoch: 231/400 || Iters: 80/156 || Lr: 0.004617 || Loss: 0.0063 || Loss_b: 0.0653 || Cost Time: 9:46:23 || Estimated Time: 7:11:09 2020-11-03 19:50:39,109 Segmentron INFO: Epoch: 231/400 || Iters: 90/156 || Lr: 0.004616 || Loss: 0.0100 || Loss_b: 0.0759 || Cost Time: 9:46:34 || Estimated Time: 7:10:59 2020-11-03 19:50:48,356 Segmentron INFO: Epoch: 231/400 || Iters: 100/156 || Lr: 0.004614 || Loss: 0.0123 || Loss_b: 0.0670 || Cost Time: 9:46:43 || Estimated Time: 7:10:49 2020-11-03 19:50:57,534 Segmentron INFO: Epoch: 231/400 || Iters: 110/156 || Lr: 0.004612 || Loss: 0.0125 || Loss_b: 0.0716 || Cost Time: 9:46:52 || Estimated Time: 7:10:39 2020-11-03 19:51:08,724 Segmentron INFO: Epoch: 231/400 || Iters: 120/156 || Lr: 0.004611 || Loss: 0.0084 || Loss_b: 0.0622 || Cost Time: 9:47:03 || Estimated Time: 7:10:30 2020-11-03 19:51:18,323 Segmentron INFO: Epoch: 231/400 || Iters: 130/156 || Lr: 0.004609 || Loss: 0.0168 || Loss_b: 0.1038 || Cost Time: 9:47:13 || Estimated Time: 7:10:20 2020-11-03 19:51:28,371 Segmentron INFO: Epoch: 231/400 || Iters: 140/156 || Lr: 0.004608 || Loss: 0.0110 || Loss_b: 0.0876 || Cost Time: 9:47:23 || Estimated Time: 7:10:11 2020-11-03 19:51:37,506 Segmentron INFO: Epoch: 231/400 || Iters: 150/156 || Lr: 0.004606 || Loss: 0.0067 || Loss_b: 0.0693 || Cost Time: 9:47:32 || Estimated Time: 7:10:00 2020-11-03 19:51:45,159 Segmentron INFO: Epoch 231 model saved in: workdir/a2-2-3-400e/231.pth 2020-11-03 19:51:48,210 Segmentron INFO: Epoch: 232/400 || Iters: 4/156 || Lr: 0.004605 || Loss: 0.0089 || Loss_b: 0.0712 || Cost Time: 9:47:43 || Estimated Time: 7:09:51 2020-11-03 19:51:57,116 Segmentron INFO: Epoch: 232/400 || Iters: 14/156 || Lr: 0.004603 || Loss: 0.0090 || Loss_b: 0.0631 || Cost Time: 9:47:52 || Estimated Time: 7:09:41 2020-11-03 19:52:06,717 Segmentron INFO: Epoch: 232/400 || Iters: 24/156 || Lr: 0.004601 || Loss: 0.0074 || Loss_b: 0.0614 || Cost Time: 9:48:01 || Estimated Time: 7:09:31 2020-11-03 19:52:16,644 Segmentron INFO: Epoch: 232/400 || Iters: 34/156 || Lr: 0.004600 || Loss: 0.0086 || Loss_b: 0.0649 || Cost Time: 9:48:11 || Estimated Time: 7:09:21 2020-11-03 19:52:26,522 Segmentron INFO: Epoch: 232/400 || Iters: 44/156 || Lr: 0.004598 || Loss: 0.0081 || Loss_b: 0.0651 || Cost Time: 9:48:21 || Estimated Time: 7:09:12 2020-11-03 19:52:35,665 Segmentron INFO: Epoch: 232/400 || Iters: 54/156 || Lr: 0.004597 || Loss: 0.0089 || Loss_b: 0.0635 || Cost Time: 9:48:30 || Estimated Time: 7:09:01 2020-11-03 19:52:45,816 Segmentron INFO: Epoch: 232/400 || Iters: 64/156 || Lr: 0.004595 || Loss: 0.0100 || Loss_b: 0.0696 || Cost Time: 9:48:40 || Estimated Time: 7:08:52 2020-11-03 19:52:54,488 Segmentron INFO: Epoch: 232/400 || Iters: 74/156 || Lr: 0.004594 || Loss: 0.0151 || Loss_b: 0.0702 || Cost Time: 9:48:49 || Estimated Time: 7:08:41 2020-11-03 19:53:03,365 Segmentron INFO: Epoch: 232/400 || Iters: 84/156 || Lr: 0.004592 || Loss: 0.0095 || Loss_b: 0.0681 || Cost Time: 9:48:58 || Estimated Time: 7:08:31 2020-11-03 19:53:14,322 Segmentron INFO: Epoch: 232/400 || Iters: 94/156 || Lr: 0.004590 || Loss: 0.0074 || Loss_b: 0.0619 || Cost Time: 9:49:09 || Estimated Time: 7:08:22 2020-11-03 19:53:24,986 Segmentron INFO: Epoch: 232/400 || Iters: 104/156 || Lr: 0.004589 || Loss: 0.0116 || Loss_b: 0.0724 || Cost Time: 9:49:19 || Estimated Time: 7:08:13 2020-11-03 19:53:34,242 Segmentron INFO: Epoch: 232/400 || Iters: 114/156 || Lr: 0.004587 || Loss: 0.0096 || Loss_b: 0.0675 || Cost Time: 9:49:29 || Estimated Time: 7:08:02 2020-11-03 19:53:43,649 Segmentron INFO: Epoch: 232/400 || Iters: 124/156 || Lr: 0.004586 || Loss: 0.0097 || Loss_b: 0.0715 || Cost Time: 9:49:38 || Estimated Time: 7:07:52 2020-11-03 19:53:52,745 Segmentron INFO: Epoch: 232/400 || Iters: 134/156 || Lr: 0.004584 || Loss: 0.0127 || Loss_b: 0.0696 || Cost Time: 9:49:47 || Estimated Time: 7:07:42 2020-11-03 19:54:03,513 Segmentron INFO: Epoch: 232/400 || Iters: 144/156 || Lr: 0.004583 || Loss: 0.0097 || Loss_b: 0.0661 || Cost Time: 9:49:58 || Estimated Time: 7:07:33 2020-11-03 19:54:13,132 Segmentron INFO: Epoch: 232/400 || Iters: 154/156 || Lr: 0.004581 || Loss: 0.0109 || Loss_b: 0.0685 || Cost Time: 9:50:08 || Estimated Time: 7:07:23 2020-11-03 19:54:15,579 Segmentron INFO: Epoch 232 model saved in: workdir/a2-2-3-400e/232.pth 2020-11-03 19:54:23,274 Segmentron INFO: Epoch: 233/400 || Iters: 8/156 || Lr: 0.004579 || Loss: 0.0097 || Loss_b: 0.0677 || Cost Time: 9:50:18 || Estimated Time: 7:07:14 2020-11-03 19:54:34,244 Segmentron INFO: Epoch: 233/400 || Iters: 18/156 || Lr: 0.004578 || Loss: 0.0126 || Loss_b: 0.0725 || Cost Time: 9:50:29 || Estimated Time: 7:07:05 2020-11-03 19:54:42,709 Segmentron INFO: Epoch: 233/400 || Iters: 28/156 || Lr: 0.004576 || Loss: 0.0058 || Loss_b: 0.0635 || Cost Time: 9:50:37 || Estimated Time: 7:06:54 2020-11-03 19:54:51,803 Segmentron INFO: Epoch: 233/400 || Iters: 38/156 || Lr: 0.004575 || Loss: 0.0086 || Loss_b: 0.0638 || Cost Time: 9:50:46 || Estimated Time: 7:06:44 2020-11-03 19:55:02,706 Segmentron INFO: Epoch: 233/400 || Iters: 48/156 || Lr: 0.004573 || Loss: 0.0097 || Loss_b: 0.0635 || Cost Time: 9:50:57 || Estimated Time: 7:06:35 2020-11-03 19:55:11,152 Segmentron INFO: Epoch: 233/400 || Iters: 58/156 || Lr: 0.004571 || Loss: 0.0086 || Loss_b: 0.0665 || Cost Time: 9:51:06 || Estimated Time: 7:06:24 2020-11-03 19:55:21,541 Segmentron INFO: Epoch: 233/400 || Iters: 68/156 || Lr: 0.004570 || Loss: 0.0107 || Loss_b: 0.9336 || Cost Time: 9:51:16 || Estimated Time: 7:06:15 2020-11-03 19:55:30,366 Segmentron INFO: Epoch: 233/400 || Iters: 78/156 || Lr: 0.004568 || Loss: 0.0051 || Loss_b: 0.9654 || Cost Time: 9:51:25 || Estimated Time: 7:06:04 2020-11-03 19:55:40,993 Segmentron INFO: Epoch: 233/400 || Iters: 88/156 || Lr: 0.004567 || Loss: 0.0075 || Loss_b: 0.9611 || Cost Time: 9:51:35 || Estimated Time: 7:05:55 2020-11-03 19:55:51,293 Segmentron INFO: Epoch: 233/400 || Iters: 98/156 || Lr: 0.004565 || Loss: 0.0129 || Loss_b: 0.9499 || Cost Time: 9:51:46 || Estimated Time: 7:05:46 2020-11-03 19:56:00,646 Segmentron INFO: Epoch: 233/400 || Iters: 108/156 || Lr: 0.004564 || Loss: 0.0101 || Loss_b: 0.9530 || Cost Time: 9:51:55 || Estimated Time: 7:05:35 2020-11-03 19:56:11,155 Segmentron INFO: Epoch: 233/400 || Iters: 118/156 || Lr: 0.004562 || Loss: 0.0078 || Loss_b: 0.9560 || Cost Time: 9:52:06 || Estimated Time: 7:05:26 2020-11-03 19:56:20,606 Segmentron INFO: Epoch: 233/400 || Iters: 128/156 || Lr: 0.004560 || Loss: 0.0088 || Loss_b: 0.9518 || Cost Time: 9:52:15 || Estimated Time: 7:05:16 2020-11-03 19:56:30,475 Segmentron INFO: Epoch: 233/400 || Iters: 138/156 || Lr: 0.004559 || Loss: 0.0077 || Loss_b: 0.9449 || Cost Time: 9:52:25 || Estimated Time: 7:05:06 2020-11-03 19:56:40,164 Segmentron INFO: Epoch: 233/400 || Iters: 148/156 || Lr: 0.004557 || Loss: 0.0121 || Loss_b: 0.9401 || Cost Time: 9:52:35 || Estimated Time: 7:04:57 2020-11-03 19:56:48,481 Segmentron INFO: Epoch 233 model saved in: workdir/a2-2-3-400e/233.pth 2020-11-03 19:56:50,071 Segmentron INFO: Epoch: 234/400 || Iters: 2/156 || Lr: 0.004556 || Loss: 0.0088 || Loss_b: 0.9387 || Cost Time: 9:52:44 || Estimated Time: 7:04:47 2020-11-03 19:56:58,721 Segmentron INFO: Epoch: 234/400 || Iters: 12/156 || Lr: 0.004554 || Loss: 0.0075 || Loss_b: 0.9370 || Cost Time: 9:52:53 || Estimated Time: 7:04:36 2020-11-03 19:57:08,356 Segmentron INFO: Epoch: 234/400 || Iters: 22/156 || Lr: 0.004553 || Loss: 0.0119 || Loss_b: 0.9363 || Cost Time: 9:53:03 || Estimated Time: 7:04:26 2020-11-03 19:57:18,844 Segmentron INFO: Epoch: 234/400 || Iters: 32/156 || Lr: 0.004551 || Loss: 0.0066 || Loss_b: 0.9334 || Cost Time: 9:53:13 || Estimated Time: 7:04:17 2020-11-03 19:57:28,154 Segmentron INFO: Epoch: 234/400 || Iters: 42/156 || Lr: 0.004549 || Loss: 0.0092 || Loss_b: 0.9292 || Cost Time: 9:53:23 || Estimated Time: 7:04:07 2020-11-03 19:57:37,581 Segmentron INFO: Epoch: 234/400 || Iters: 52/156 || Lr: 0.004548 || Loss: 0.0104 || Loss_b: 0.9274 || Cost Time: 9:53:32 || Estimated Time: 7:03:57 2020-11-03 19:57:48,375 Segmentron INFO: Epoch: 234/400 || Iters: 62/156 || Lr: 0.004546 || Loss: 0.0090 || Loss_b: 0.9205 || Cost Time: 9:53:43 || Estimated Time: 7:03:48 2020-11-03 19:57:57,538 Segmentron INFO: Epoch: 234/400 || Iters: 72/156 || Lr: 0.004545 || Loss: 0.0096 || Loss_b: 0.9159 || Cost Time: 9:53:52 || Estimated Time: 7:03:38 2020-11-03 19:58:06,564 Segmentron INFO: Epoch: 234/400 || Iters: 82/156 || Lr: 0.004543 || Loss: 0.0069 || Loss_b: 0.9206 || Cost Time: 9:54:01 || Estimated Time: 7:03:27 2020-11-03 19:58:15,365 Segmentron INFO: Epoch: 234/400 || Iters: 92/156 || Lr: 0.004542 || Loss: 0.0096 || Loss_b: 0.9002 || Cost Time: 9:54:10 || Estimated Time: 7:03:17 2020-11-03 19:58:26,096 Segmentron INFO: Epoch: 234/400 || Iters: 102/156 || Lr: 0.004540 || Loss: 0.0065 || Loss_b: 0.8995 || Cost Time: 9:54:20 || Estimated Time: 7:03:08 2020-11-03 19:58:35,578 Segmentron INFO: Epoch: 234/400 || Iters: 112/156 || Lr: 0.004538 || Loss: 0.0174 || Loss_b: 0.8834 || Cost Time: 9:54:30 || Estimated Time: 7:02:58 2020-11-03 19:58:45,650 Segmentron INFO: Epoch: 234/400 || Iters: 122/156 || Lr: 0.004537 || Loss: 0.0121 || Loss_b: 0.8804 || Cost Time: 9:54:40 || Estimated Time: 7:02:48 2020-11-03 19:58:55,975 Segmentron INFO: Epoch: 234/400 || Iters: 132/156 || Lr: 0.004535 || Loss: 0.0072 || Loss_b: 0.8588 || Cost Time: 9:54:50 || Estimated Time: 7:02:39 2020-11-03 19:59:05,023 Segmentron INFO: Epoch: 234/400 || Iters: 142/156 || Lr: 0.004534 || Loss: 0.0075 || Loss_b: 0.8137 || Cost Time: 9:54:59 || Estimated Time: 7:02:28 2020-11-03 19:59:15,403 Segmentron INFO: Epoch: 234/400 || Iters: 152/156 || Lr: 0.004532 || Loss: 0.0119 || Loss_b: 0.5130 || Cost Time: 9:55:10 || Estimated Time: 7:02:19 2020-11-03 19:59:19,809 Segmentron INFO: Epoch 234 model saved in: workdir/a2-2-3-400e/234.pth 2020-11-03 19:59:25,084 Segmentron INFO: Epoch: 235/400 || Iters: 6/156 || Lr: 0.004531 || Loss: 0.0086 || Loss_b: 0.1763 || Cost Time: 9:55:19 || Estimated Time: 7:02:09 2020-11-03 19:59:37,733 Segmentron INFO: Epoch: 235/400 || Iters: 16/156 || Lr: 0.004529 || Loss: 0.0090 || Loss_b: 0.1025 || Cost Time: 9:55:32 || Estimated Time: 7:02:02 2020-11-03 19:59:47,010 Segmentron INFO: Epoch: 235/400 || Iters: 26/156 || Lr: 0.004527 || Loss: 0.0116 || Loss_b: 0.0927 || Cost Time: 9:55:41 || Estimated Time: 7:01:51 2020-11-03 19:59:57,200 Segmentron INFO: Epoch: 235/400 || Iters: 36/156 || Lr: 0.004526 || Loss: 0.0065 || Loss_b: 0.0667 || Cost Time: 9:55:52 || Estimated Time: 7:01:42 2020-11-03 20:00:05,956 Segmentron INFO: Epoch: 235/400 || Iters: 46/156 || Lr: 0.004524 || Loss: 0.0106 || Loss_b: 0.0766 || Cost Time: 9:56:00 || Estimated Time: 7:01:31 2020-11-03 20:00:15,098 Segmentron INFO: Epoch: 235/400 || Iters: 56/156 || Lr: 0.004523 || Loss: 0.0077 || Loss_b: 0.0678 || Cost Time: 9:56:09 || Estimated Time: 7:01:21 2020-11-03 20:00:25,560 Segmentron INFO: Epoch: 235/400 || Iters: 66/156 || Lr: 0.004521 || Loss: 0.0085 || Loss_b: 0.0732 || Cost Time: 9:56:20 || Estimated Time: 7:01:12 2020-11-03 20:00:35,976 Segmentron INFO: Epoch: 235/400 || Iters: 76/156 || Lr: 0.004520 || Loss: 0.0084 || Loss_b: 0.0651 || Cost Time: 9:56:30 || Estimated Time: 7:01:02 2020-11-03 20:00:44,356 Segmentron INFO: Epoch: 235/400 || Iters: 86/156 || Lr: 0.004518 || Loss: 0.0086 || Loss_b: 0.0714 || Cost Time: 9:56:39 || Estimated Time: 7:00:52 2020-11-03 20:00:54,932 Segmentron INFO: Epoch: 235/400 || Iters: 96/156 || Lr: 0.004516 || Loss: 0.0106 || Loss_b: 0.0739 || Cost Time: 9:56:49 || Estimated Time: 7:00:42 2020-11-03 20:01:04,356 Segmentron INFO: Epoch: 235/400 || Iters: 106/156 || Lr: 0.004515 || Loss: 0.0098 || Loss_b: 0.0761 || Cost Time: 9:56:59 || Estimated Time: 7:00:32 2020-11-03 20:01:13,856 Segmentron INFO: Epoch: 235/400 || Iters: 116/156 || Lr: 0.004513 || Loss: 0.0088 || Loss_b: 0.0676 || Cost Time: 9:57:08 || Estimated Time: 7:00:22 2020-11-03 20:01:22,762 Segmentron INFO: Epoch: 235/400 || Iters: 126/156 || Lr: 0.004512 || Loss: 0.0192 || Loss_b: 0.0841 || Cost Time: 9:57:17 || Estimated Time: 7:00:12 2020-11-03 20:01:34,874 Segmentron INFO: Epoch: 235/400 || Iters: 136/156 || Lr: 0.004510 || Loss: 0.0094 || Loss_b: 0.0687 || Cost Time: 9:57:29 || Estimated Time: 7:00:04 2020-11-03 20:01:43,367 Segmentron INFO: Epoch: 235/400 || Iters: 146/156 || Lr: 0.004509 || Loss: 0.0177 || Loss_b: 0.0794 || Cost Time: 9:57:38 || Estimated Time: 6:59:53 2020-11-03 20:01:52,625 Segmentron INFO: Epoch: 235/400 || Iters: 0/156 || Lr: 0.004507 || Loss: 0.0082 || Loss_b: 0.0662 || Cost Time: 9:57:47 || Estimated Time: 6:59:43 2020-11-03 20:01:53,384 Segmentron INFO: Epoch 235 model saved in: workdir/a2-2-3-400e/235.pth 2020-11-03 20:02:04,056 Segmentron INFO: Epoch: 236/400 || Iters: 10/156 || Lr: 0.004505 || Loss: 0.0114 || Loss_b: 0.0706 || Cost Time: 9:57:58 || Estimated Time: 6:59:34 2020-11-03 20:02:12,876 Segmentron INFO: Epoch: 236/400 || Iters: 20/156 || Lr: 0.004504 || Loss: 0.0085 || Loss_b: 0.0641 || Cost Time: 9:58:07 || Estimated Time: 6:59:24 2020-11-03 20:02:23,369 Segmentron INFO: Epoch: 236/400 || Iters: 30/156 || Lr: 0.004502 || Loss: 0.0142 || Loss_b: 0.0842 || Cost Time: 9:58:18 || Estimated Time: 6:59:15 2020-11-03 20:02:31,925 Segmentron INFO: Epoch: 236/400 || Iters: 40/156 || Lr: 0.004501 || Loss: 0.0105 || Loss_b: 0.0707 || Cost Time: 9:58:26 || Estimated Time: 6:59:04 2020-11-03 20:02:41,180 Segmentron INFO: Epoch: 236/400 || Iters: 50/156 || Lr: 0.004499 || Loss: 0.0063 || Loss_b: 0.0650 || Cost Time: 9:58:36 || Estimated Time: 6:58:54 2020-11-03 20:02:50,043 Segmentron INFO: Epoch: 236/400 || Iters: 60/156 || Lr: 0.004497 || Loss: 0.0102 || Loss_b: 0.0716 || Cost Time: 9:58:44 || Estimated Time: 6:58:43 2020-11-03 20:03:00,902 Segmentron INFO: Epoch: 236/400 || Iters: 70/156 || Lr: 0.004496 || Loss: 0.0080 || Loss_b: 0.0667 || Cost Time: 9:58:55 || Estimated Time: 6:58:34 2020-11-03 20:03:11,328 Segmentron INFO: Epoch: 236/400 || Iters: 80/156 || Lr: 0.004494 || Loss: 0.0098 || Loss_b: 0.0691 || Cost Time: 9:59:06 || Estimated Time: 6:58:25 2020-11-03 20:03:19,841 Segmentron INFO: Epoch: 236/400 || Iters: 90/156 || Lr: 0.004493 || Loss: 0.0146 || Loss_b: 0.0759 || Cost Time: 9:59:14 || Estimated Time: 6:58:14 2020-11-03 20:03:30,812 Segmentron INFO: Epoch: 236/400 || Iters: 100/156 || Lr: 0.004491 || Loss: 0.0074 || Loss_b: 0.0641 || Cost Time: 9:59:25 || Estimated Time: 6:58:05 2020-11-03 20:03:41,632 Segmentron INFO: Epoch: 236/400 || Iters: 110/156 || Lr: 0.004490 || Loss: 0.0087 || Loss_b: 0.0685 || Cost Time: 9:59:36 || Estimated Time: 6:57:56 2020-11-03 20:03:51,298 Segmentron INFO: Epoch: 236/400 || Iters: 120/156 || Lr: 0.004488 || Loss: 0.0092 || Loss_b: 0.0649 || Cost Time: 9:59:46 || Estimated Time: 6:57:47 2020-11-03 20:04:02,521 Segmentron INFO: Epoch: 236/400 || Iters: 130/156 || Lr: 0.004486 || Loss: 0.0090 || Loss_b: 0.0685 || Cost Time: 9:59:57 || Estimated Time: 6:57:38 2020-11-03 20:04:11,866 Segmentron INFO: Epoch: 236/400 || Iters: 140/156 || Lr: 0.004485 || Loss: 0.0111 || Loss_b: 0.0701 || Cost Time: 10:00:06 || Estimated Time: 6:57:28 2020-11-03 20:04:22,179 Segmentron INFO: Epoch: 236/400 || Iters: 150/156 || Lr: 0.004483 || Loss: 0.0141 || Loss_b: 0.0776 || Cost Time: 10:00:17 || Estimated Time: 6:57:18 2020-11-03 20:04:27,581 Segmentron INFO: Epoch 236 model saved in: workdir/a2-2-3-400e/236.pth 2020-11-03 20:04:30,828 Segmentron INFO: Epoch: 237/400 || Iters: 4/156 || Lr: 0.004482 || Loss: 0.0098 || Loss_b: 0.0659 || Cost Time: 10:00:25 || Estimated Time: 6:57:08 2020-11-03 20:04:40,580 Segmentron INFO: Epoch: 237/400 || Iters: 14/156 || Lr: 0.004480 || Loss: 0.0104 || Loss_b: 0.0704 || Cost Time: 10:00:35 || Estimated Time: 6:56:58 2020-11-03 20:04:49,130 Segmentron INFO: Epoch: 237/400 || Iters: 24/156 || Lr: 0.004479 || Loss: 0.0082 || Loss_b: 0.0667 || Cost Time: 10:00:44 || Estimated Time: 6:56:47 2020-11-03 20:04:58,061 Segmentron INFO: Epoch: 237/400 || Iters: 34/156 || Lr: 0.004477 || Loss: 0.0085 || Loss_b: 0.7409 || Cost Time: 10:00:52 || Estimated Time: 6:56:37 2020-11-03 20:05:07,390 Segmentron INFO: Epoch: 237/400 || Iters: 44/156 || Lr: 0.004475 || Loss: 0.0058 || Loss_b: 0.3954 || Cost Time: 10:01:02 || Estimated Time: 6:56:27 2020-11-03 20:05:16,907 Segmentron INFO: Epoch: 237/400 || Iters: 54/156 || Lr: 0.004474 || Loss: 0.0059 || Loss_b: 0.0732 || Cost Time: 10:01:11 || Estimated Time: 6:56:17 2020-11-03 20:05:30,548 Segmentron INFO: Epoch: 237/400 || Iters: 64/156 || Lr: 0.004472 || Loss: 0.0135 || Loss_b: 0.0870 || Cost Time: 10:01:25 || Estimated Time: 6:56:10 2020-11-03 20:05:38,593 Segmentron INFO: Epoch: 237/400 || Iters: 74/156 || Lr: 0.004471 || Loss: 0.0070 || Loss_b: 0.0692 || Cost Time: 10:01:33 || Estimated Time: 6:55:59 2020-11-03 20:05:47,777 Segmentron INFO: Epoch: 237/400 || Iters: 84/156 || Lr: 0.004469 || Loss: 0.0078 || Loss_b: 0.0853 || Cost Time: 10:01:42 || Estimated Time: 6:55:49 2020-11-03 20:05:56,808 Segmentron INFO: Epoch: 237/400 || Iters: 94/156 || Lr: 0.004468 || Loss: 0.0298 || Loss_b: 0.0693 || Cost Time: 10:01:51 || Estimated Time: 6:55:38 2020-11-03 20:06:07,563 Segmentron INFO: Epoch: 237/400 || Iters: 104/156 || Lr: 0.004466 || Loss: 0.0102 || Loss_b: 0.0739 || Cost Time: 10:02:02 || Estimated Time: 6:55:29 2020-11-03 20:06:16,346 Segmentron INFO: Epoch: 237/400 || Iters: 114/156 || Lr: 0.004464 || Loss: 0.0095 || Loss_b: 0.0699 || Cost Time: 10:02:11 || Estimated Time: 6:55:19 2020-11-03 20:06:26,665 Segmentron INFO: Epoch: 237/400 || Iters: 124/156 || Lr: 0.004463 || Loss: 0.0091 || Loss_b: 0.0730 || Cost Time: 10:02:21 || Estimated Time: 6:55:09 2020-11-03 20:06:36,304 Segmentron INFO: Epoch: 237/400 || Iters: 134/156 || Lr: 0.004461 || Loss: 0.0080 || Loss_b: 0.0682 || Cost Time: 10:02:31 || Estimated Time: 6:54:59 2020-11-03 20:06:46,666 Segmentron INFO: Epoch: 237/400 || Iters: 144/156 || Lr: 0.004460 || Loss: 0.0078 || Loss_b: 0.0641 || Cost Time: 10:02:41 || Estimated Time: 6:54:50 2020-11-03 20:06:55,633 Segmentron INFO: Epoch: 237/400 || Iters: 154/156 || Lr: 0.004458 || Loss: 0.0160 || Loss_b: 0.0791 || Cost Time: 10:02:50 || Estimated Time: 6:54:40 2020-11-03 20:06:58,224 Segmentron INFO: Epoch 237 model saved in: workdir/a2-2-3-400e/237.pth 2020-11-03 20:07:05,440 Segmentron INFO: Epoch: 238/400 || Iters: 8/156 || Lr: 0.004456 || Loss: 0.0085 || Loss_b: 0.0650 || Cost Time: 10:03:00 || Estimated Time: 6:54:30 2020-11-03 20:07:16,255 Segmentron INFO: Epoch: 238/400 || Iters: 18/156 || Lr: 0.004455 || Loss: 0.0099 || Loss_b: 0.0737 || Cost Time: 10:03:11 || Estimated Time: 6:54:21 2020-11-03 20:07:25,536 Segmentron INFO: Epoch: 238/400 || Iters: 28/156 || Lr: 0.004453 || Loss: 0.0078 || Loss_b: 0.0719 || Cost Time: 10:03:20 || Estimated Time: 6:54:11 2020-11-03 20:07:34,844 Segmentron INFO: Epoch: 238/400 || Iters: 38/156 || Lr: 0.004452 || Loss: 0.0081 || Loss_b: 0.0679 || Cost Time: 10:03:29 || Estimated Time: 6:54:00 2020-11-03 20:07:45,220 Segmentron INFO: Epoch: 238/400 || Iters: 48/156 || Lr: 0.004450 || Loss: 0.0110 || Loss_b: 0.0699 || Cost Time: 10:03:40 || Estimated Time: 6:53:51 2020-11-03 20:07:54,375 Segmentron INFO: Epoch: 238/400 || Iters: 58/156 || Lr: 0.004449 || Loss: 0.0150 || Loss_b: 0.0696 || Cost Time: 10:03:49 || Estimated Time: 6:53:41 2020-11-03 20:08:03,868 Segmentron INFO: Epoch: 238/400 || Iters: 68/156 || Lr: 0.004447 || Loss: 0.0076 || Loss_b: 0.0634 || Cost Time: 10:03:58 || Estimated Time: 6:53:31 2020-11-03 20:08:15,006 Segmentron INFO: Epoch: 238/400 || Iters: 78/156 || Lr: 0.004445 || Loss: 0.0110 || Loss_b: 0.0734 || Cost Time: 10:04:09 || Estimated Time: 6:53:22 2020-11-03 20:08:24,663 Segmentron INFO: Epoch: 238/400 || Iters: 88/156 || Lr: 0.004444 || Loss: 0.0100 || Loss_b: 0.0645 || Cost Time: 10:04:19 || Estimated Time: 6:53:12 2020-11-03 20:08:33,051 Segmentron INFO: Epoch: 238/400 || Iters: 98/156 || Lr: 0.004442 || Loss: 0.0186 || Loss_b: 0.0814 || Cost Time: 10:04:27 || Estimated Time: 6:53:01 2020-11-03 20:08:42,297 Segmentron INFO: Epoch: 238/400 || Iters: 108/156 || Lr: 0.004441 || Loss: 0.0073 || Loss_b: 0.0654 || Cost Time: 10:04:37 || Estimated Time: 6:52:51 2020-11-03 20:08:51,883 Segmentron INFO: Epoch: 238/400 || Iters: 118/156 || Lr: 0.004439 || Loss: 0.0096 || Loss_b: 0.0762 || Cost Time: 10:04:46 || Estimated Time: 6:52:41 2020-11-03 20:09:02,450 Segmentron INFO: Epoch: 238/400 || Iters: 128/156 || Lr: 0.004438 || Loss: 0.0121 || Loss_b: 0.0683 || Cost Time: 10:04:57 || Estimated Time: 6:52:32 2020-11-03 20:09:12,555 Segmentron INFO: Epoch: 238/400 || Iters: 138/156 || Lr: 0.004436 || Loss: 0.0121 || Loss_b: 0.0756 || Cost Time: 10:05:07 || Estimated Time: 6:52:23 2020-11-03 20:09:22,183 Segmentron INFO: Epoch: 238/400 || Iters: 148/156 || Lr: 0.004434 || Loss: 0.0113 || Loss_b: 0.0679 || Cost Time: 10:05:17 || Estimated Time: 6:52:13 2020-11-03 20:09:30,096 Segmentron INFO: Epoch 238 model saved in: workdir/a2-2-3-400e/238.pth 2020-11-03 20:09:32,671 Segmentron INFO: Epoch: 239/400 || Iters: 2/156 || Lr: 0.004433 || Loss: 0.0066 || Loss_b: 0.0618 || Cost Time: 10:05:27 || Estimated Time: 6:52:03 2020-11-03 20:09:42,622 Segmentron INFO: Epoch: 239/400 || Iters: 12/156 || Lr: 0.004431 || Loss: 0.0072 || Loss_b: 0.0635 || Cost Time: 10:05:37 || Estimated Time: 6:51:54 2020-11-03 20:09:51,106 Segmentron INFO: Epoch: 239/400 || Iters: 22/156 || Lr: 0.004430 || Loss: 0.0117 || Loss_b: 0.0712 || Cost Time: 10:05:46 || Estimated Time: 6:51:43 2020-11-03 20:10:00,861 Segmentron INFO: Epoch: 239/400 || Iters: 32/156 || Lr: 0.004428 || Loss: 0.0093 || Loss_b: 0.0648 || Cost Time: 10:05:55 || Estimated Time: 6:51:33 2020-11-03 20:10:11,245 Segmentron INFO: Epoch: 239/400 || Iters: 42/156 || Lr: 0.004426 || Loss: 0.0071 || Loss_b: 0.0602 || Cost Time: 10:06:06 || Estimated Time: 6:51:24 2020-11-03 20:10:21,222 Segmentron INFO: Epoch: 239/400 || Iters: 52/156 || Lr: 0.004425 || Loss: 0.0052 || Loss_b: 0.0623 || Cost Time: 10:06:16 || Estimated Time: 6:51:14 2020-11-03 20:10:32,870 Segmentron INFO: Epoch: 239/400 || Iters: 62/156 || Lr: 0.004423 || Loss: 0.0072 || Loss_b: 0.0719 || Cost Time: 10:06:27 || Estimated Time: 6:51:06 2020-11-03 20:10:41,417 Segmentron INFO: Epoch: 239/400 || Iters: 72/156 || Lr: 0.004422 || Loss: 0.0067 || Loss_b: 0.0662 || Cost Time: 10:06:36 || Estimated Time: 6:50:55 2020-11-03 20:10:51,280 Segmentron INFO: Epoch: 239/400 || Iters: 82/156 || Lr: 0.004420 || Loss: 0.0110 || Loss_b: 0.0706 || Cost Time: 10:06:46 || Estimated Time: 6:50:45 2020-11-03 20:11:00,961 Segmentron INFO: Epoch: 239/400 || Iters: 92/156 || Lr: 0.004419 || Loss: 0.0074 || Loss_b: 0.0625 || Cost Time: 10:06:55 || Estimated Time: 6:50:35 2020-11-03 20:11:10,371 Segmentron INFO: Epoch: 239/400 || Iters: 102/156 || Lr: 0.004417 || Loss: 0.0068 || Loss_b: 0.0648 || Cost Time: 10:07:05 || Estimated Time: 6:50:25 2020-11-03 20:11:19,213 Segmentron INFO: Epoch: 239/400 || Iters: 112/156 || Lr: 0.004415 || Loss: 0.0120 || Loss_b: 0.0742 || Cost Time: 10:07:14 || Estimated Time: 6:50:15 2020-11-03 20:11:28,552 Segmentron INFO: Epoch: 239/400 || Iters: 122/156 || Lr: 0.004414 || Loss: 0.0069 || Loss_b: 0.0632 || Cost Time: 10:07:23 || Estimated Time: 6:50:05 2020-11-03 20:11:37,709 Segmentron INFO: Epoch: 239/400 || Iters: 132/156 || Lr: 0.004412 || Loss: 0.0083 || Loss_b: 0.0684 || Cost Time: 10:07:32 || Estimated Time: 6:49:55 2020-11-03 20:11:48,849 Segmentron INFO: Epoch: 239/400 || Iters: 142/156 || Lr: 0.004411 || Loss: 0.0069 || Loss_b: 0.0663 || Cost Time: 10:07:43 || Estimated Time: 6:49:46 2020-11-03 20:11:57,754 Segmentron INFO: Epoch: 239/400 || Iters: 152/156 || Lr: 0.004409 || Loss: 0.0085 || Loss_b: 0.0661 || Cost Time: 10:07:52 || Estimated Time: 6:49:35 2020-11-03 20:12:02,181 Segmentron INFO: Epoch 239 model saved in: workdir/a2-2-3-400e/239.pth 2020-11-03 20:12:08,384 Segmentron INFO: Epoch: 240/400 || Iters: 6/156 || Lr: 0.004408 || Loss: 0.0071 || Loss_b: 0.0647 || Cost Time: 10:08:03 || Estimated Time: 6:49:26 2020-11-03 20:12:17,507 Segmentron INFO: Epoch: 240/400 || Iters: 16/156 || Lr: 0.004406 || Loss: 0.0071 || Loss_b: 0.0637 || Cost Time: 10:08:12 || Estimated Time: 6:49:16 2020-11-03 20:12:27,149 Segmentron INFO: Epoch: 240/400 || Iters: 26/156 || Lr: 0.004404 || Loss: 0.0153 || Loss_b: 0.0847 || Cost Time: 10:08:22 || Estimated Time: 6:49:06 2020-11-03 20:12:39,906 Segmentron INFO: Epoch: 240/400 || Iters: 36/156 || Lr: 0.004403 || Loss: 0.0101 || Loss_b: 0.0668 || Cost Time: 10:08:34 || Estimated Time: 6:48:58 2020-11-03 20:12:48,410 Segmentron INFO: Epoch: 240/400 || Iters: 46/156 || Lr: 0.004401 || Loss: 0.0072 || Loss_b: 0.0615 || Cost Time: 10:08:43 || Estimated Time: 6:48:48 2020-11-03 20:12:57,311 Segmentron INFO: Epoch: 240/400 || Iters: 56/156 || Lr: 0.004400 || Loss: 0.0093 || Loss_b: 0.0689 || Cost Time: 10:08:52 || Estimated Time: 6:48:37 2020-11-03 20:13:06,435 Segmentron INFO: Epoch: 240/400 || Iters: 66/156 || Lr: 0.004398 || Loss: 0.0113 || Loss_b: 0.0674 || Cost Time: 10:09:01 || Estimated Time: 6:48:27 2020-11-03 20:13:15,770 Segmentron INFO: Epoch: 240/400 || Iters: 76/156 || Lr: 0.004396 || Loss: 0.0123 || Loss_b: 0.0710 || Cost Time: 10:09:10 || Estimated Time: 6:48:17 2020-11-03 20:13:25,416 Segmentron INFO: Epoch: 240/400 || Iters: 86/156 || Lr: 0.004395 || Loss: 0.0087 || Loss_b: 0.0690 || Cost Time: 10:09:20 || Estimated Time: 6:48:07 2020-11-03 20:13:36,820 Segmentron INFO: Epoch: 240/400 || Iters: 96/156 || Lr: 0.004393 || Loss: 0.0076 || Loss_b: 0.0627 || Cost Time: 10:09:31 || Estimated Time: 6:47:58 2020-11-03 20:13:46,750 Segmentron INFO: Epoch: 240/400 || Iters: 106/156 || Lr: 0.004392 || Loss: 0.0057 || Loss_b: 0.4340 || Cost Time: 10:09:41 || Estimated Time: 6:47:49 2020-11-03 20:13:55,742 Segmentron INFO: Epoch: 240/400 || Iters: 116/156 || Lr: 0.004390 || Loss: 0.0080 || Loss_b: 0.2312 || Cost Time: 10:09:50 || Estimated Time: 6:47:38 2020-11-03 20:14:05,495 Segmentron INFO: Epoch: 240/400 || Iters: 126/156 || Lr: 0.004389 || Loss: 0.0087 || Loss_b: 0.1425 || Cost Time: 10:10:00 || Estimated Time: 6:47:29 2020-11-03 20:14:14,580 Segmentron INFO: Epoch: 240/400 || Iters: 136/156 || Lr: 0.004387 || Loss: 0.0107 || Loss_b: 0.0743 || Cost Time: 10:10:09 || Estimated Time: 6:47:18 2020-11-03 20:14:23,338 Segmentron INFO: Epoch: 240/400 || Iters: 146/156 || Lr: 0.004385 || Loss: 0.0183 || Loss_b: 0.0832 || Cost Time: 10:10:18 || Estimated Time: 6:47:08 2020-11-03 20:14:33,829 Segmentron INFO: Epoch: 240/400 || Iters: 0/156 || Lr: 0.004384 || Loss: 0.0093 || Loss_b: 0.0687 || Cost Time: 10:10:28 || Estimated Time: 6:46:59 2020-11-03 20:14:34,590 Segmentron INFO: Epoch 240 model saved in: workdir/a2-2-3-400e/240.pth 2020-11-03 20:14:46,280 Segmentron INFO: Epoch: 241/400 || Iters: 10/156 || Lr: 0.004382 || Loss: 0.0084 || Loss_b: 0.0678 || Cost Time: 10:10:41 || Estimated Time: 6:46:51 2020-11-03 20:14:55,750 Segmentron INFO: Epoch: 241/400 || Iters: 20/156 || Lr: 0.004381 || Loss: 0.0215 || Loss_b: 0.0754 || Cost Time: 10:10:50 || Estimated Time: 6:46:41 2020-11-03 20:15:05,552 Segmentron INFO: Epoch: 241/400 || Iters: 30/156 || Lr: 0.004379 || Loss: 0.0081 || Loss_b: 0.0648 || Cost Time: 10:11:00 || Estimated Time: 6:46:31 2020-11-03 20:15:15,398 Segmentron INFO: Epoch: 241/400 || Iters: 40/156 || Lr: 0.004378 || Loss: 0.0079 || Loss_b: 0.0659 || Cost Time: 10:11:10 || Estimated Time: 6:46:21 2020-11-03 20:15:25,773 Segmentron INFO: Epoch: 241/400 || Iters: 50/156 || Lr: 0.004376 || Loss: 0.0127 || Loss_b: 0.0693 || Cost Time: 10:11:20 || Estimated Time: 6:46:12 2020-11-03 20:15:35,271 Segmentron INFO: Epoch: 241/400 || Iters: 60/156 || Lr: 0.004374 || Loss: 0.0078 || Loss_b: 0.7940 || Cost Time: 10:11:30 || Estimated Time: 6:46:02 2020-11-03 20:15:44,224 Segmentron INFO: Epoch: 241/400 || Iters: 70/156 || Lr: 0.004373 || Loss: 0.0151 || Loss_b: 0.5513 || Cost Time: 10:11:39 || Estimated Time: 6:45:51 2020-11-03 20:15:54,284 Segmentron INFO: Epoch: 241/400 || Iters: 80/156 || Lr: 0.004371 || Loss: 0.0078 || Loss_b: 0.3268 || Cost Time: 10:11:49 || Estimated Time: 6:45:42 2020-11-03 20:16:03,492 Segmentron INFO: Epoch: 241/400 || Iters: 90/156 || Lr: 0.004370 || Loss: 0.0092 || Loss_b: 0.1228 || Cost Time: 10:11:58 || Estimated Time: 6:45:32 2020-11-03 20:16:12,752 Segmentron INFO: Epoch: 241/400 || Iters: 100/156 || Lr: 0.004368 || Loss: 0.0089 || Loss_b: 0.0976 || Cost Time: 10:12:07 || Estimated Time: 6:45:22 2020-11-03 20:16:22,848 Segmentron INFO: Epoch: 241/400 || Iters: 110/156 || Lr: 0.004366 || Loss: 0.0094 || Loss_b: 0.0743 || Cost Time: 10:12:17 || Estimated Time: 6:45:12 2020-11-03 20:16:31,984 Segmentron INFO: Epoch: 241/400 || Iters: 120/156 || Lr: 0.004365 || Loss: 0.0080 || Loss_b: 0.0656 || Cost Time: 10:12:26 || Estimated Time: 6:45:02 2020-11-03 20:16:43,438 Segmentron INFO: Epoch: 241/400 || Iters: 130/156 || Lr: 0.004363 || Loss: 0.0080 || Loss_b: 0.0666 || Cost Time: 10:12:38 || Estimated Time: 6:44:53 2020-11-03 20:16:52,922 Segmentron INFO: Epoch: 241/400 || Iters: 140/156 || Lr: 0.004362 || Loss: 0.0096 || Loss_b: 0.0685 || Cost Time: 10:12:47 || Estimated Time: 6:44:43 2020-11-03 20:17:01,957 Segmentron INFO: Epoch: 241/400 || Iters: 150/156 || Lr: 0.004360 || Loss: 0.0103 || Loss_b: 0.0678 || Cost Time: 10:12:56 || Estimated Time: 6:44:33 2020-11-03 20:17:09,768 Segmentron INFO: Epoch 241 model saved in: workdir/a2-2-3-400e/241.pth 2020-11-03 20:17:12,816 Segmentron INFO: Epoch: 242/400 || Iters: 4/156 || Lr: 0.004359 || Loss: 0.0084 || Loss_b: 0.0650 || Cost Time: 10:13:07 || Estimated Time: 6:44:24 2020-11-03 20:17:23,461 Segmentron INFO: Epoch: 242/400 || Iters: 14/156 || Lr: 0.004357 || Loss: 0.0121 || Loss_b: 0.0663 || Cost Time: 10:13:18 || Estimated Time: 6:44:15 2020-11-03 20:17:31,734 Segmentron INFO: Epoch: 242/400 || Iters: 24/156 || Lr: 0.004355 || Loss: 0.0139 || Loss_b: 0.0696 || Cost Time: 10:13:26 || Estimated Time: 6:44:04 2020-11-03 20:17:41,024 Segmentron INFO: Epoch: 242/400 || Iters: 34/156 || Lr: 0.004354 || Loss: 0.0062 || Loss_b: 0.0684 || Cost Time: 10:13:35 || Estimated Time: 6:43:54 2020-11-03 20:17:49,837 Segmentron INFO: Epoch: 242/400 || Iters: 44/156 || Lr: 0.004352 || Loss: 0.0085 || Loss_b: 0.0736 || Cost Time: 10:13:44 || Estimated Time: 6:43:43 2020-11-03 20:18:00,111 Segmentron INFO: Epoch: 242/400 || Iters: 54/156 || Lr: 0.004351 || Loss: 0.0059 || Loss_b: 0.0607 || Cost Time: 10:13:55 || Estimated Time: 6:43:34 2020-11-03 20:18:10,782 Segmentron INFO: Epoch: 242/400 || Iters: 64/156 || Lr: 0.004349 || Loss: 0.0065 || Loss_b: 0.0640 || Cost Time: 10:14:05 || Estimated Time: 6:43:25 2020-11-03 20:18:19,906 Segmentron INFO: Epoch: 242/400 || Iters: 74/156 || Lr: 0.004347 || Loss: 0.0104 || Loss_b: 0.0626 || Cost Time: 10:14:14 || Estimated Time: 6:43:14 2020-11-03 20:18:32,097 Segmentron INFO: Epoch: 242/400 || Iters: 84/156 || Lr: 0.004346 || Loss: 0.0137 || Loss_b: 0.0672 || Cost Time: 10:14:26 || Estimated Time: 6:43:06 2020-11-03 20:18:40,187 Segmentron INFO: Epoch: 242/400 || Iters: 94/156 || Lr: 0.004344 || Loss: 0.0198 || Loss_b: 0.0976 || Cost Time: 10:14:35 || Estimated Time: 6:42:55 2020-11-03 20:18:49,479 Segmentron INFO: Epoch: 242/400 || Iters: 104/156 || Lr: 0.004343 || Loss: 0.0116 || Loss_b: 0.0678 || Cost Time: 10:14:44 || Estimated Time: 6:42:45 2020-11-03 20:19:00,222 Segmentron INFO: Epoch: 242/400 || Iters: 114/156 || Lr: 0.004341 || Loss: 0.0075 || Loss_b: 0.0638 || Cost Time: 10:14:55 || Estimated Time: 6:42:36 2020-11-03 20:19:10,106 Segmentron INFO: Epoch: 242/400 || Iters: 124/156 || Lr: 0.004340 || Loss: 0.0097 || Loss_b: 0.0674 || Cost Time: 10:15:05 || Estimated Time: 6:42:26 2020-11-03 20:19:19,094 Segmentron INFO: Epoch: 242/400 || Iters: 134/156 || Lr: 0.004338 || Loss: 0.0085 || Loss_b: 0.0654 || Cost Time: 10:15:13 || Estimated Time: 6:42:16 2020-11-03 20:19:28,101 Segmentron INFO: Epoch: 242/400 || Iters: 144/156 || Lr: 0.004336 || Loss: 0.0121 || Loss_b: 0.0710 || Cost Time: 10:15:22 || Estimated Time: 6:42:06 2020-11-03 20:19:40,152 Segmentron INFO: Epoch: 242/400 || Iters: 154/156 || Lr: 0.004335 || Loss: 0.0088 || Loss_b: 0.0652 || Cost Time: 10:15:35 || Estimated Time: 6:41:57 2020-11-03 20:19:42,648 Segmentron INFO: Epoch 242 model saved in: workdir/a2-2-3-400e/242.pth 2020-11-03 20:19:49,050 Segmentron INFO: Epoch: 243/400 || Iters: 8/156 || Lr: 0.004333 || Loss: 0.0085 || Loss_b: 0.0643 || Cost Time: 10:15:43 || Estimated Time: 6:41:47 2020-11-03 20:19:58,245 Segmentron INFO: Epoch: 243/400 || Iters: 18/156 || Lr: 0.004332 || Loss: 0.0089 || Loss_b: 0.0664 || Cost Time: 10:15:53 || Estimated Time: 6:41:37 2020-11-03 20:20:07,645 Segmentron INFO: Epoch: 243/400 || Iters: 28/156 || Lr: 0.004330 || Loss: 0.0077 || Loss_b: 0.0634 || Cost Time: 10:16:02 || Estimated Time: 6:41:27 2020-11-03 20:20:18,140 Segmentron INFO: Epoch: 243/400 || Iters: 38/156 || Lr: 0.004328 || Loss: 0.0065 || Loss_b: 0.0624 || Cost Time: 10:16:13 || Estimated Time: 6:41:17 2020-11-03 20:20:28,618 Segmentron INFO: Epoch: 243/400 || Iters: 48/156 || Lr: 0.004327 || Loss: 0.0126 || Loss_b: 0.0721 || Cost Time: 10:16:23 || Estimated Time: 6:41:08 2020-11-03 20:20:38,208 Segmentron INFO: Epoch: 243/400 || Iters: 58/156 || Lr: 0.004325 || Loss: 0.0082 || Loss_b: 0.0670 || Cost Time: 10:16:33 || Estimated Time: 6:40:58 2020-11-03 20:20:47,517 Segmentron INFO: Epoch: 243/400 || Iters: 68/156 || Lr: 0.004324 || Loss: 0.0089 || Loss_b: 0.0661 || Cost Time: 10:16:42 || Estimated Time: 6:40:48 2020-11-03 20:20:56,818 Segmentron INFO: Epoch: 243/400 || Iters: 78/156 || Lr: 0.004322 || Loss: 0.0084 || Loss_b: 0.6723 || Cost Time: 10:16:51 || Estimated Time: 6:40:38 2020-11-03 20:21:05,877 Segmentron INFO: Epoch: 243/400 || Iters: 88/156 || Lr: 0.004321 || Loss: 0.0124 || Loss_b: 0.3826 || Cost Time: 10:17:00 || Estimated Time: 6:40:28 2020-11-03 20:21:14,721 Segmentron INFO: Epoch: 243/400 || Iters: 98/156 || Lr: 0.004319 || Loss: 0.0079 || Loss_b: 0.1184 || Cost Time: 10:17:09 || Estimated Time: 6:40:17 2020-11-03 20:21:25,400 Segmentron INFO: Epoch: 243/400 || Iters: 108/156 || Lr: 0.004317 || Loss: 0.0089 || Loss_b: 0.1229 || Cost Time: 10:17:20 || Estimated Time: 6:40:08 2020-11-03 20:21:35,400 Segmentron INFO: Epoch: 243/400 || Iters: 118/156 || Lr: 0.004316 || Loss: 0.0188 || Loss_b: 0.1081 || Cost Time: 10:17:30 || Estimated Time: 6:39:59 2020-11-03 20:21:45,472 Segmentron INFO: Epoch: 243/400 || Iters: 128/156 || Lr: 0.004314 || Loss: 0.0140 || Loss_b: 0.0834 || Cost Time: 10:17:40 || Estimated Time: 6:39:49 2020-11-03 20:21:55,646 Segmentron INFO: Epoch: 243/400 || Iters: 138/156 || Lr: 0.004313 || Loss: 0.0123 || Loss_b: 0.0718 || Cost Time: 10:17:50 || Estimated Time: 6:39:39 2020-11-03 20:22:05,354 Segmentron INFO: Epoch: 243/400 || Iters: 148/156 || Lr: 0.004311 || Loss: 0.0143 || Loss_b: 0.0750 || Cost Time: 10:18:00 || Estimated Time: 6:39:30 2020-11-03 20:22:13,249 Segmentron INFO: Epoch 243 model saved in: workdir/a2-2-3-400e/243.pth 2020-11-03 20:22:15,144 Segmentron INFO: Epoch: 244/400 || Iters: 2/156 || Lr: 0.004309 || Loss: 0.0084 || Loss_b: 0.0663 || Cost Time: 10:18:10 || Estimated Time: 6:39:20 2020-11-03 20:22:24,001 Segmentron INFO: Epoch: 244/400 || Iters: 12/156 || Lr: 0.004308 || Loss: 0.0075 || Loss_b: 0.0689 || Cost Time: 10:18:18 || Estimated Time: 6:39:09 2020-11-03 20:22:33,064 Segmentron INFO: Epoch: 244/400 || Iters: 22/156 || Lr: 0.004306 || Loss: 0.0094 || Loss_b: 0.0676 || Cost Time: 10:18:27 || Estimated Time: 6:38:59 2020-11-03 20:22:43,333 Segmentron INFO: Epoch: 244/400 || Iters: 32/156 || Lr: 0.004305 || Loss: 0.0097 || Loss_b: 0.0621 || Cost Time: 10:18:38 || Estimated Time: 6:38:50 2020-11-03 20:22:51,893 Segmentron INFO: Epoch: 244/400 || Iters: 42/156 || Lr: 0.004303 || Loss: 0.0119 || Loss_b: 0.0638 || Cost Time: 10:18:46 || Estimated Time: 6:38:39 2020-11-03 20:23:02,015 Segmentron INFO: Epoch: 244/400 || Iters: 52/156 || Lr: 0.004302 || Loss: 0.0079 || Loss_b: 0.0640 || Cost Time: 10:18:56 || Estimated Time: 6:38:30 2020-11-03 20:23:11,160 Segmentron INFO: Epoch: 244/400 || Iters: 62/156 || Lr: 0.004300 || Loss: 0.0112 || Loss_b: 0.0663 || Cost Time: 10:19:06 || Estimated Time: 6:38:19 2020-11-03 20:23:21,842 Segmentron INFO: Epoch: 244/400 || Iters: 72/156 || Lr: 0.004298 || Loss: 0.0094 || Loss_b: 0.0710 || Cost Time: 10:19:16 || Estimated Time: 6:38:10 2020-11-03 20:23:32,532 Segmentron INFO: Epoch: 244/400 || Iters: 82/156 || Lr: 0.004297 || Loss: 0.0178 || Loss_b: 0.1009 || Cost Time: 10:19:27 || Estimated Time: 6:38:01 2020-11-03 20:23:42,081 Segmentron INFO: Epoch: 244/400 || Iters: 92/156 || Lr: 0.004295 || Loss: 0.0075 || Loss_b: 0.0639 || Cost Time: 10:19:36 || Estimated Time: 6:37:51 2020-11-03 20:23:52,704 Segmentron INFO: Epoch: 244/400 || Iters: 102/156 || Lr: 0.004294 || Loss: 0.0102 || Loss_b: 0.0690 || Cost Time: 10:19:47 || Estimated Time: 6:37:42 2020-11-03 20:24:01,043 Segmentron INFO: Epoch: 244/400 || Iters: 112/156 || Lr: 0.004292 || Loss: 0.0089 || Loss_b: 0.1241 || Cost Time: 10:19:55 || Estimated Time: 6:37:31 2020-11-03 20:24:11,355 Segmentron INFO: Epoch: 244/400 || Iters: 122/156 || Lr: 0.004290 || Loss: 0.0087 || Loss_b: 0.0689 || Cost Time: 10:20:06 || Estimated Time: 6:37:22 2020-11-03 20:24:20,225 Segmentron INFO: Epoch: 244/400 || Iters: 132/156 || Lr: 0.004289 || Loss: 0.0061 || Loss_b: 0.0704 || Cost Time: 10:20:15 || Estimated Time: 6:37:11 2020-11-03 20:24:29,176 Segmentron INFO: Epoch: 244/400 || Iters: 142/156 || Lr: 0.004287 || Loss: 0.0067 || Loss_b: 0.0653 || Cost Time: 10:20:24 || Estimated Time: 6:37:01 2020-11-03 20:24:41,020 Segmentron INFO: Epoch: 244/400 || Iters: 152/156 || Lr: 0.004286 || Loss: 0.0065 || Loss_b: 0.0605 || Cost Time: 10:20:35 || Estimated Time: 6:36:52 2020-11-03 20:24:46,721 Segmentron INFO: Epoch 244 model saved in: workdir/a2-2-3-400e/244.pth 2020-11-03 20:24:51,003 Segmentron INFO: Epoch: 245/400 || Iters: 6/156 || Lr: 0.004284 || Loss: 0.0081 || Loss_b: 0.0647 || Cost Time: 10:20:45 || Estimated Time: 6:36:43 2020-11-03 20:24:59,691 Segmentron INFO: Epoch: 245/400 || Iters: 16/156 || Lr: 0.004283 || Loss: 0.0084 || Loss_b: 0.0720 || Cost Time: 10:20:54 || Estimated Time: 6:36:32 2020-11-03 20:25:11,795 Segmentron INFO: Epoch: 245/400 || Iters: 26/156 || Lr: 0.004281 || Loss: 0.0092 || Loss_b: 0.0650 || Cost Time: 10:21:06 || Estimated Time: 6:36:24 2020-11-03 20:25:19,820 Segmentron INFO: Epoch: 245/400 || Iters: 36/156 || Lr: 0.004279 || Loss: 0.0146 || Loss_b: 0.0748 || Cost Time: 10:21:14 || Estimated Time: 6:36:13 2020-11-03 20:25:30,065 Segmentron INFO: Epoch: 245/400 || Iters: 46/156 || Lr: 0.004278 || Loss: 0.0075 || Loss_b: 0.0643 || Cost Time: 10:21:24 || Estimated Time: 6:36:04 2020-11-03 20:25:40,313 Segmentron INFO: Epoch: 245/400 || Iters: 56/156 || Lr: 0.004276 || Loss: 0.0059 || Loss_b: 0.0853 || Cost Time: 10:21:35 || Estimated Time: 6:35:54 2020-11-03 20:25:51,298 Segmentron INFO: Epoch: 245/400 || Iters: 66/156 || Lr: 0.004275 || Loss: 0.0090 || Loss_b: 0.0684 || Cost Time: 10:21:46 || Estimated Time: 6:35:45 2020-11-03 20:26:00,155 Segmentron INFO: Epoch: 245/400 || Iters: 76/156 || Lr: 0.004273 || Loss: 0.0110 || Loss_b: 0.0785 || Cost Time: 10:21:55 || Estimated Time: 6:35:35 2020-11-03 20:26:09,989 Segmentron INFO: Epoch: 245/400 || Iters: 86/156 || Lr: 0.004271 || Loss: 0.0072 || Loss_b: 0.0610 || Cost Time: 10:22:04 || Estimated Time: 6:35:25 2020-11-03 20:26:19,045 Segmentron INFO: Epoch: 245/400 || Iters: 96/156 || Lr: 0.004270 || Loss: 0.0110 || Loss_b: 0.0667 || Cost Time: 10:22:13 || Estimated Time: 6:35:15 2020-11-03 20:26:29,341 Segmentron INFO: Epoch: 245/400 || Iters: 106/156 || Lr: 0.004268 || Loss: 0.0086 || Loss_b: 0.0655 || Cost Time: 10:22:24 || Estimated Time: 6:35:05 2020-11-03 20:26:38,223 Segmentron INFO: Epoch: 245/400 || Iters: 116/156 || Lr: 0.004267 || Loss: 0.0104 || Loss_b: 0.0682 || Cost Time: 10:22:33 || Estimated Time: 6:34:55 2020-11-03 20:26:47,593 Segmentron INFO: Epoch: 245/400 || Iters: 126/156 || Lr: 0.004265 || Loss: 0.0066 || Loss_b: 0.0669 || Cost Time: 10:22:42 || Estimated Time: 6:34:45 2020-11-03 20:26:56,994 Segmentron INFO: Epoch: 245/400 || Iters: 136/156 || Lr: 0.004264 || Loss: 0.0123 || Loss_b: 0.0660 || Cost Time: 10:22:51 || Estimated Time: 6:34:35 2020-11-03 20:27:06,287 Segmentron INFO: Epoch: 245/400 || Iters: 146/156 || Lr: 0.004262 || Loss: 0.0089 || Loss_b: 0.0659 || Cost Time: 10:23:01 || Estimated Time: 6:34:25 2020-11-03 20:27:18,172 Segmentron INFO: Epoch: 245/400 || Iters: 0/156 || Lr: 0.004260 || Loss: 0.0101 || Loss_b: 0.0662 || Cost Time: 10:23:13 || Estimated Time: 6:34:16 2020-11-03 20:27:18,764 Segmentron INFO: Epoch 245 model saved in: workdir/a2-2-3-400e/245.pth 2020-11-03 20:27:27,153 Segmentron INFO: Epoch: 246/400 || Iters: 10/156 || Lr: 0.004259 || Loss: 0.0090 || Loss_b: 0.0652 || Cost Time: 10:23:22 || Estimated Time: 6:34:06 2020-11-03 20:27:35,590 Segmentron INFO: Epoch: 246/400 || Iters: 20/156 || Lr: 0.004257 || Loss: 0.0068 || Loss_b: 0.0611 || Cost Time: 10:23:30 || Estimated Time: 6:33:55 2020-11-03 20:27:44,655 Segmentron INFO: Epoch: 246/400 || Iters: 30/156 || Lr: 0.004256 || Loss: 0.0079 || Loss_b: 0.0638 || Cost Time: 10:23:39 || Estimated Time: 6:33:45 2020-11-03 20:27:55,470 Segmentron INFO: Epoch: 246/400 || Iters: 40/156 || Lr: 0.004254 || Loss: 0.0123 || Loss_b: 0.0675 || Cost Time: 10:23:50 || Estimated Time: 6:33:36 2020-11-03 20:28:06,721 Segmentron INFO: Epoch: 246/400 || Iters: 50/156 || Lr: 0.004252 || Loss: 0.0082 || Loss_b: 0.0645 || Cost Time: 10:24:01 || Estimated Time: 6:33:27 2020-11-03 20:28:15,135 Segmentron INFO: Epoch: 246/400 || Iters: 60/156 || Lr: 0.004251 || Loss: 0.0070 || Loss_b: 0.0626 || Cost Time: 10:24:10 || Estimated Time: 6:33:17 2020-11-03 20:28:25,359 Segmentron INFO: Epoch: 246/400 || Iters: 70/156 || Lr: 0.004249 || Loss: 0.0079 || Loss_b: 0.0687 || Cost Time: 10:24:20 || Estimated Time: 6:33:07 2020-11-03 20:28:35,882 Segmentron INFO: Epoch: 246/400 || Iters: 80/156 || Lr: 0.004248 || Loss: 0.0073 || Loss_b: 0.0678 || Cost Time: 10:24:30 || Estimated Time: 6:32:58 2020-11-03 20:28:44,862 Segmentron INFO: Epoch: 246/400 || Iters: 90/156 || Lr: 0.004246 || Loss: 0.0086 || Loss_b: 0.0691 || Cost Time: 10:24:39 || Estimated Time: 6:32:47 2020-11-03 20:28:53,742 Segmentron INFO: Epoch: 246/400 || Iters: 100/156 || Lr: 0.004244 || Loss: 0.0068 || Loss_b: 0.0675 || Cost Time: 10:24:48 || Estimated Time: 6:32:37 2020-11-03 20:29:02,785 Segmentron INFO: Epoch: 246/400 || Iters: 110/156 || Lr: 0.004243 || Loss: 0.0068 || Loss_b: 0.0627 || Cost Time: 10:24:57 || Estimated Time: 6:32:27 2020-11-03 20:29:15,472 Segmentron INFO: Epoch: 246/400 || Iters: 120/156 || Lr: 0.004241 || Loss: 0.0118 || Loss_b: 0.0710 || Cost Time: 10:25:10 || Estimated Time: 6:32:19 2020-11-03 20:29:24,366 Segmentron INFO: Epoch: 246/400 || Iters: 130/156 || Lr: 0.004240 || Loss: 0.0095 || Loss_b: 0.0661 || Cost Time: 10:25:19 || Estimated Time: 6:32:09 2020-11-03 20:29:33,231 Segmentron INFO: Epoch: 246/400 || Iters: 140/156 || Lr: 0.004238 || Loss: 0.0084 || Loss_b: 0.1429 || Cost Time: 10:25:28 || Estimated Time: 6:31:58 2020-11-03 20:29:43,335 Segmentron INFO: Epoch: 246/400 || Iters: 150/156 || Lr: 0.004237 || Loss: 0.0098 || Loss_b: 0.0781 || Cost Time: 10:25:38 || Estimated Time: 6:31:49 2020-11-03 20:29:49,226 Segmentron INFO: Epoch 246 model saved in: workdir/a2-2-3-400e/246.pth 2020-11-03 20:29:53,085 Segmentron INFO: Epoch: 247/400 || Iters: 4/156 || Lr: 0.004235 || Loss: 0.0104 || Loss_b: 0.0687 || Cost Time: 10:25:47 || Estimated Time: 6:31:39 2020-11-03 20:30:03,582 Segmentron INFO: Epoch: 247/400 || Iters: 14/156 || Lr: 0.004233 || Loss: 0.0109 || Loss_b: 0.0798 || Cost Time: 10:25:58 || Estimated Time: 6:31:29 2020-11-03 20:30:13,372 Segmentron INFO: Epoch: 247/400 || Iters: 24/156 || Lr: 0.004232 || Loss: 0.0073 || Loss_b: 0.0634 || Cost Time: 10:26:08 || Estimated Time: 6:31:20 2020-11-03 20:30:23,575 Segmentron INFO: Epoch: 247/400 || Iters: 34/156 || Lr: 0.004230 || Loss: 0.0100 || Loss_b: 0.0635 || Cost Time: 10:26:18 || Estimated Time: 6:31:10 2020-11-03 20:30:32,940 Segmentron INFO: Epoch: 247/400 || Iters: 44/156 || Lr: 0.004229 || Loss: 0.0066 || Loss_b: 0.0645 || Cost Time: 10:26:27 || Estimated Time: 6:31:00 2020-11-03 20:30:43,313 Segmentron INFO: Epoch: 247/400 || Iters: 54/156 || Lr: 0.004227 || Loss: 0.0069 || Loss_b: 0.0695 || Cost Time: 10:26:38 || Estimated Time: 6:30:51 2020-11-03 20:30:53,353 Segmentron INFO: Epoch: 247/400 || Iters: 64/156 || Lr: 0.004225 || Loss: 0.0093 || Loss_b: 0.0687 || Cost Time: 10:26:48 || Estimated Time: 6:30:41 2020-11-03 20:31:01,937 Segmentron INFO: Epoch: 247/400 || Iters: 74/156 || Lr: 0.004224 || Loss: 0.0114 || Loss_b: 0.0670 || Cost Time: 10:26:56 || Estimated Time: 6:30:31 2020-11-03 20:31:11,514 Segmentron INFO: Epoch: 247/400 || Iters: 84/156 || Lr: 0.004222 || Loss: 0.0131 || Loss_b: 0.0788 || Cost Time: 10:27:06 || Estimated Time: 6:30:21 2020-11-03 20:31:20,456 Segmentron INFO: Epoch: 247/400 || Iters: 94/156 || Lr: 0.004221 || Loss: 0.0092 || Loss_b: 0.0658 || Cost Time: 10:27:15 || Estimated Time: 6:30:10 2020-11-03 20:31:30,075 Segmentron INFO: Epoch: 247/400 || Iters: 104/156 || Lr: 0.004219 || Loss: 0.0078 || Loss_b: 0.0634 || Cost Time: 10:27:24 || Estimated Time: 6:30:00 2020-11-03 20:31:39,716 Segmentron INFO: Epoch: 247/400 || Iters: 114/156 || Lr: 0.004218 || Loss: 0.0079 || Loss_b: 0.0622 || Cost Time: 10:27:34 || Estimated Time: 6:29:51 2020-11-03 20:31:50,251 Segmentron INFO: Epoch: 247/400 || Iters: 124/156 || Lr: 0.004216 || Loss: 0.0108 || Loss_b: 0.0688 || Cost Time: 10:27:45 || Estimated Time: 6:29:41 2020-11-03 20:32:00,551 Segmentron INFO: Epoch: 247/400 || Iters: 134/156 || Lr: 0.004214 || Loss: 0.0097 || Loss_b: 0.0713 || Cost Time: 10:27:55 || Estimated Time: 6:29:32 2020-11-03 20:32:09,672 Segmentron INFO: Epoch: 247/400 || Iters: 144/156 || Lr: 0.004213 || Loss: 0.0106 || Loss_b: 0.2377 || Cost Time: 10:28:04 || Estimated Time: 6:29:22 2020-11-03 20:32:20,050 Segmentron INFO: Epoch: 247/400 || Iters: 154/156 || Lr: 0.004211 || Loss: 0.0067 || Loss_b: 0.0701 || Cost Time: 10:28:14 || Estimated Time: 6:29:12 2020-11-03 20:32:22,386 Segmentron INFO: Epoch 247 model saved in: workdir/a2-2-3-400e/247.pth 2020-11-03 20:32:29,494 Segmentron INFO: Epoch: 248/400 || Iters: 8/156 || Lr: 0.004210 || Loss: 0.0072 || Loss_b: 0.0662 || Cost Time: 10:28:24 || Estimated Time: 6:29:02 2020-11-03 20:32:38,430 Segmentron INFO: Epoch: 248/400 || Iters: 18/156 || Lr: 0.004208 || Loss: 0.0075 || Loss_b: 0.0895 || Cost Time: 10:28:33 || Estimated Time: 6:28:52 2020-11-03 20:32:51,406 Segmentron INFO: Epoch: 248/400 || Iters: 28/156 || Lr: 0.004206 || Loss: 0.0093 || Loss_b: 0.0763 || Cost Time: 10:28:46 || Estimated Time: 6:28:44 2020-11-03 20:33:00,327 Segmentron INFO: Epoch: 248/400 || Iters: 38/156 || Lr: 0.004205 || Loss: 0.0092 || Loss_b: 0.0660 || Cost Time: 10:28:55 || Estimated Time: 6:28:34 2020-11-03 20:33:09,436 Segmentron INFO: Epoch: 248/400 || Iters: 48/156 || Lr: 0.004203 || Loss: 0.0066 || Loss_b: 0.0708 || Cost Time: 10:29:04 || Estimated Time: 6:28:24 2020-11-03 20:33:18,344 Segmentron INFO: Epoch: 248/400 || Iters: 58/156 || Lr: 0.004202 || Loss: 0.0095 || Loss_b: 0.0712 || Cost Time: 10:29:13 || Estimated Time: 6:28:13 2020-11-03 20:33:28,388 Segmentron INFO: Epoch: 248/400 || Iters: 68/156 || Lr: 0.004200 || Loss: 0.0076 || Loss_b: 0.0644 || Cost Time: 10:29:23 || Estimated Time: 6:28:04 2020-11-03 20:33:39,097 Segmentron INFO: Epoch: 248/400 || Iters: 78/156 || Lr: 0.004198 || Loss: 0.0108 || Loss_b: 0.0664 || Cost Time: 10:29:33 || Estimated Time: 6:27:54 2020-11-03 20:33:49,172 Segmentron INFO: Epoch: 248/400 || Iters: 88/156 || Lr: 0.004197 || Loss: 0.0062 || Loss_b: 0.0611 || Cost Time: 10:29:44 || Estimated Time: 6:27:45 2020-11-03 20:33:58,744 Segmentron INFO: Epoch: 248/400 || Iters: 98/156 || Lr: 0.004195 || Loss: 0.0073 || Loss_b: 0.0620 || Cost Time: 10:29:53 || Estimated Time: 6:27:35 2020-11-03 20:34:07,433 Segmentron INFO: Epoch: 248/400 || Iters: 108/156 || Lr: 0.004194 || Loss: 0.0074 || Loss_b: 0.0636 || Cost Time: 10:30:02 || Estimated Time: 6:27:24 2020-11-03 20:34:20,886 Segmentron INFO: Epoch: 248/400 || Iters: 118/156 || Lr: 0.004192 || Loss: 0.0092 || Loss_b: 0.0659 || Cost Time: 10:30:15 || Estimated Time: 6:27:17 2020-11-03 20:34:28,633 Segmentron INFO: Epoch: 248/400 || Iters: 128/156 || Lr: 0.004191 || Loss: 0.0124 || Loss_b: 0.0769 || Cost Time: 10:30:23 || Estimated Time: 6:27:06 2020-11-03 20:34:38,846 Segmentron INFO: Epoch: 248/400 || Iters: 138/156 || Lr: 0.004189 || Loss: 0.0092 || Loss_b: 0.1602 || Cost Time: 10:30:33 || Estimated Time: 6:26:56 2020-11-03 20:34:48,640 Segmentron INFO: Epoch: 248/400 || Iters: 148/156 || Lr: 0.004187 || Loss: 0.0065 || Loss_b: 0.0950 || Cost Time: 10:30:43 || Estimated Time: 6:26:47 2020-11-03 20:34:56,111 Segmentron INFO: Epoch 248 model saved in: workdir/a2-2-3-400e/248.pth 2020-11-03 20:34:57,919 Segmentron INFO: Epoch: 249/400 || Iters: 2/156 || Lr: 0.004186 || Loss: 0.0073 || Loss_b: 0.0630 || Cost Time: 10:30:52 || Estimated Time: 6:26:36 2020-11-03 20:35:07,022 Segmentron INFO: Epoch: 249/400 || Iters: 12/156 || Lr: 0.004184 || Loss: 0.0078 || Loss_b: 0.0677 || Cost Time: 10:31:01 || Estimated Time: 6:26:26 2020-11-03 20:35:17,339 Segmentron INFO: Epoch: 249/400 || Iters: 22/156 || Lr: 0.004183 || Loss: 0.0124 || Loss_b: 0.0749 || Cost Time: 10:31:12 || Estimated Time: 6:26:17 2020-11-03 20:35:26,733 Segmentron INFO: Epoch: 249/400 || Iters: 32/156 || Lr: 0.004181 || Loss: 0.0080 || Loss_b: 0.0657 || Cost Time: 10:31:21 || Estimated Time: 6:26:07 2020-11-03 20:35:36,877 Segmentron INFO: Epoch: 249/400 || Iters: 42/156 || Lr: 0.004179 || Loss: 0.0133 || Loss_b: 0.4279 || Cost Time: 10:31:31 || Estimated Time: 6:25:57 2020-11-03 20:35:45,600 Segmentron INFO: Epoch: 249/400 || Iters: 52/156 || Lr: 0.004178 || Loss: 0.0075 || Loss_b: 0.8525 || Cost Time: 10:31:40 || Estimated Time: 6:25:47 2020-11-03 20:35:55,385 Segmentron INFO: Epoch: 249/400 || Iters: 62/156 || Lr: 0.004176 || Loss: 0.0119 || Loss_b: 0.8058 || Cost Time: 10:31:50 || Estimated Time: 6:25:37 2020-11-03 20:36:06,225 Segmentron INFO: Epoch: 249/400 || Iters: 72/156 || Lr: 0.004175 || Loss: 0.0067 || Loss_b: 0.6985 || Cost Time: 10:32:01 || Estimated Time: 6:25:28 2020-11-03 20:36:16,130 Segmentron INFO: Epoch: 249/400 || Iters: 82/156 || Lr: 0.004173 || Loss: 0.0096 || Loss_b: 0.0998 || Cost Time: 10:32:11 || Estimated Time: 6:25:18 2020-11-03 20:36:27,012 Segmentron INFO: Epoch: 249/400 || Iters: 92/156 || Lr: 0.004171 || Loss: 0.0077 || Loss_b: 0.1949 || Cost Time: 10:32:21 || Estimated Time: 6:25:09 2020-11-03 20:36:35,783 Segmentron INFO: Epoch: 249/400 || Iters: 102/156 || Lr: 0.004170 || Loss: 0.0076 || Loss_b: 0.1125 || Cost Time: 10:32:30 || Estimated Time: 6:24:59 2020-11-03 20:36:44,699 Segmentron INFO: Epoch: 249/400 || Iters: 112/156 || Lr: 0.004168 || Loss: 0.0105 || Loss_b: 0.0726 || Cost Time: 10:32:39 || Estimated Time: 6:24:48 2020-11-03 20:36:54,085 Segmentron INFO: Epoch: 249/400 || Iters: 122/156 || Lr: 0.004167 || Loss: 0.0090 || Loss_b: 0.0683 || Cost Time: 10:32:48 || Estimated Time: 6:24:38 2020-11-03 20:37:03,340 Segmentron INFO: Epoch: 249/400 || Iters: 132/156 || Lr: 0.004165 || Loss: 0.0092 || Loss_b: 0.0735 || Cost Time: 10:32:58 || Estimated Time: 6:24:28 2020-11-03 20:37:14,341 Segmentron INFO: Epoch: 249/400 || Iters: 142/156 || Lr: 0.004163 || Loss: 0.0064 || Loss_b: 0.0645 || Cost Time: 10:33:09 || Estimated Time: 6:24:19 2020-11-03 20:37:24,028 Segmentron INFO: Epoch: 249/400 || Iters: 152/156 || Lr: 0.004162 || Loss: 0.0108 || Loss_b: 0.0686 || Cost Time: 10:33:18 || Estimated Time: 6:24:09 2020-11-03 20:37:28,353 Segmentron INFO: Epoch 249 model saved in: workdir/a2-2-3-400e/249.pth 2020-11-03 20:37:34,220 Segmentron INFO: Epoch: 250/400 || Iters: 6/156 || Lr: 0.004160 || Loss: 0.0105 || Loss_b: 0.0701 || Cost Time: 10:33:29 || Estimated Time: 6:24:00 2020-11-03 20:37:43,948 Segmentron INFO: Epoch: 250/400 || Iters: 16/156 || Lr: 0.004159 || Loss: 0.0079 || Loss_b: 0.0636 || Cost Time: 10:33:38 || Estimated Time: 6:23:50 2020-11-03 20:37:54,264 Segmentron INFO: Epoch: 250/400 || Iters: 26/156 || Lr: 0.004157 || Loss: 0.0058 || Loss_b: 0.0659 || Cost Time: 10:33:49 || Estimated Time: 6:23:40 2020-11-03 20:38:05,089 Segmentron INFO: Epoch: 250/400 || Iters: 36/156 || Lr: 0.004156 || Loss: 0.0107 || Loss_b: 0.0662 || Cost Time: 10:33:59 || Estimated Time: 6:23:31 2020-11-03 20:38:13,493 Segmentron INFO: Epoch: 250/400 || Iters: 46/156 || Lr: 0.004154 || Loss: 0.0061 || Loss_b: 0.3444 || Cost Time: 10:34:08 || Estimated Time: 6:23:21 2020-11-03 20:38:22,292 Segmentron INFO: Epoch: 250/400 || Iters: 56/156 || Lr: 0.004152 || Loss: 0.0075 || Loss_b: 0.2310 || Cost Time: 10:34:17 || Estimated Time: 6:23:10 2020-11-03 20:38:34,461 Segmentron INFO: Epoch: 250/400 || Iters: 66/156 || Lr: 0.004151 || Loss: 0.0107 || Loss_b: 0.1418 || Cost Time: 10:34:29 || Estimated Time: 6:23:02 2020-11-03 20:38:42,385 Segmentron INFO: Epoch: 250/400 || Iters: 76/156 || Lr: 0.004149 || Loss: 0.0083 || Loss_b: 0.0853 || Cost Time: 10:34:37 || Estimated Time: 6:22:51 2020-11-03 20:38:51,041 Segmentron INFO: Epoch: 250/400 || Iters: 86/156 || Lr: 0.004148 || Loss: 0.0069 || Loss_b: 0.0680 || Cost Time: 10:34:45 || Estimated Time: 6:22:41 2020-11-03 20:39:01,957 Segmentron INFO: Epoch: 250/400 || Iters: 96/156 || Lr: 0.004146 || Loss: 0.0157 || Loss_b: 0.0695 || Cost Time: 10:34:56 || Estimated Time: 6:22:32 2020-11-03 20:39:14,192 Segmentron INFO: Epoch: 250/400 || Iters: 106/156 || Lr: 0.004144 || Loss: 0.0078 || Loss_b: 0.0625 || Cost Time: 10:35:09 || Estimated Time: 6:22:23 2020-11-03 20:39:22,350 Segmentron INFO: Epoch: 250/400 || Iters: 116/156 || Lr: 0.004143 || Loss: 0.0084 || Loss_b: 0.0635 || Cost Time: 10:35:17 || Estimated Time: 6:22:12 2020-11-03 20:39:32,830 Segmentron INFO: Epoch: 250/400 || Iters: 126/156 || Lr: 0.004141 || Loss: 0.0104 || Loss_b: 0.0705 || Cost Time: 10:35:27 || Estimated Time: 6:22:03 2020-11-03 20:39:42,161 Segmentron INFO: Epoch: 250/400 || Iters: 136/156 || Lr: 0.004140 || Loss: 0.0095 || Loss_b: 0.0689 || Cost Time: 10:35:37 || Estimated Time: 6:21:53 2020-11-03 20:39:51,004 Segmentron INFO: Epoch: 250/400 || Iters: 146/156 || Lr: 0.004138 || Loss: 0.0124 || Loss_b: 0.0758 || Cost Time: 10:35:45 || Estimated Time: 6:21:43 2020-11-03 20:40:00,983 Segmentron INFO: Epoch: 250/400 || Iters: 0/156 || Lr: 0.004136 || Loss: 0.0114 || Loss_b: 0.0654 || Cost Time: 10:35:55 || Estimated Time: 6:21:33 2020-11-03 20:40:01,703 Segmentron INFO: Epoch 250 model saved in: workdir/a2-2-3-400e/250.pth 2020-11-03 20:40:10,498 Segmentron INFO: Epoch: 251/400 || Iters: 10/156 || Lr: 0.004135 || Loss: 0.0069 || Loss_b: 0.9692 || Cost Time: 10:36:05 || Estimated Time: 6:21:23 2020-11-03 20:40:19,418 Segmentron INFO: Epoch: 251/400 || Iters: 20/156 || Lr: 0.004133 || Loss: 0.0144 || Loss_b: 0.9187 || Cost Time: 10:36:14 || Estimated Time: 6:21:13 2020-11-03 20:40:30,193 Segmentron INFO: Epoch: 251/400 || Iters: 30/156 || Lr: 0.004132 || Loss: 0.0071 || Loss_b: 0.8960 || Cost Time: 10:36:25 || Estimated Time: 6:21:04 2020-11-03 20:40:39,374 Segmentron INFO: Epoch: 251/400 || Iters: 40/156 || Lr: 0.004130 || Loss: 0.0091 || Loss_b: 0.8655 || Cost Time: 10:36:34 || Estimated Time: 6:20:53 2020-11-03 20:40:49,788 Segmentron INFO: Epoch: 251/400 || Iters: 50/156 || Lr: 0.004128 || Loss: 0.0088 || Loss_b: 0.8463 || Cost Time: 10:36:44 || Estimated Time: 6:20:44 2020-11-03 20:40:58,450 Segmentron INFO: Epoch: 251/400 || Iters: 60/156 || Lr: 0.004127 || Loss: 0.0071 || Loss_b: 0.8148 || Cost Time: 10:36:53 || Estimated Time: 6:20:34 2020-11-03 20:41:07,930 Segmentron INFO: Epoch: 251/400 || Iters: 70/156 || Lr: 0.004125 || Loss: 0.0122 || Loss_b: 0.6233 || Cost Time: 10:37:02 || Estimated Time: 6:20:24 2020-11-03 20:41:19,137 Segmentron INFO: Epoch: 251/400 || Iters: 80/156 || Lr: 0.004124 || Loss: 0.0072 || Loss_b: 0.2724 || Cost Time: 10:37:14 || Estimated Time: 6:20:15 2020-11-03 20:41:29,462 Segmentron INFO: Epoch: 251/400 || Iters: 90/156 || Lr: 0.004122 || Loss: 0.0085 || Loss_b: 0.1672 || Cost Time: 10:37:24 || Estimated Time: 6:20:05 2020-11-03 20:41:39,458 Segmentron INFO: Epoch: 251/400 || Iters: 100/156 || Lr: 0.004121 || Loss: 0.0084 || Loss_b: 0.0812 || Cost Time: 10:37:34 || Estimated Time: 6:19:56 2020-11-03 20:41:47,797 Segmentron INFO: Epoch: 251/400 || Iters: 110/156 || Lr: 0.004119 || Loss: 0.0070 || Loss_b: 0.0890 || Cost Time: 10:37:42 || Estimated Time: 6:19:45 2020-11-03 20:41:58,367 Segmentron INFO: Epoch: 251/400 || Iters: 120/156 || Lr: 0.004117 || Loss: 0.0094 || Loss_b: 0.0962 || Cost Time: 10:37:53 || Estimated Time: 6:19:36 2020-11-03 20:42:07,007 Segmentron INFO: Epoch: 251/400 || Iters: 130/156 || Lr: 0.004116 || Loss: 0.0058 || Loss_b: 0.0731 || Cost Time: 10:38:01 || Estimated Time: 6:19:25 2020-11-03 20:42:16,750 Segmentron INFO: Epoch: 251/400 || Iters: 140/156 || Lr: 0.004114 || Loss: 0.0106 || Loss_b: 0.0714 || Cost Time: 10:38:11 || Estimated Time: 6:19:15 2020-11-03 20:42:27,466 Segmentron INFO: Epoch: 251/400 || Iters: 150/156 || Lr: 0.004113 || Loss: 0.0134 || Loss_b: 0.0759 || Cost Time: 10:38:22 || Estimated Time: 6:19:06 2020-11-03 20:42:33,266 Segmentron INFO: Epoch 251 model saved in: workdir/a2-2-3-400e/251.pth 2020-11-03 20:42:36,631 Segmentron INFO: Epoch: 252/400 || Iters: 4/156 || Lr: 0.004111 || Loss: 0.0097 || Loss_b: 0.0805 || Cost Time: 10:38:31 || Estimated Time: 6:18:56 2020-11-03 20:42:46,847 Segmentron INFO: Epoch: 252/400 || Iters: 14/156 || Lr: 0.004109 || Loss: 0.0123 || Loss_b: 0.0800 || Cost Time: 10:38:41 || Estimated Time: 6:18:46 2020-11-03 20:42:55,222 Segmentron INFO: Epoch: 252/400 || Iters: 24/156 || Lr: 0.004108 || Loss: 0.0101 || Loss_b: 0.0681 || Cost Time: 10:38:50 || Estimated Time: 6:18:36 2020-11-03 20:43:06,352 Segmentron INFO: Epoch: 252/400 || Iters: 34/156 || Lr: 0.004106 || Loss: 0.0143 || Loss_b: 0.0861 || Cost Time: 10:39:01 || Estimated Time: 6:18:27 2020-11-03 20:43:15,367 Segmentron INFO: Epoch: 252/400 || Iters: 44/156 || Lr: 0.004105 || Loss: 0.0108 || Loss_b: 0.0679 || Cost Time: 10:39:10 || Estimated Time: 6:18:17 2020-11-03 20:43:25,981 Segmentron INFO: Epoch: 252/400 || Iters: 54/156 || Lr: 0.004103 || Loss: 0.0081 || Loss_b: 0.0645 || Cost Time: 10:39:20 || Estimated Time: 6:18:07 2020-11-03 20:43:35,851 Segmentron INFO: Epoch: 252/400 || Iters: 64/156 || Lr: 0.004101 || Loss: 0.0071 || Loss_b: 0.0684 || Cost Time: 10:39:30 || Estimated Time: 6:17:58 2020-11-03 20:43:45,385 Segmentron INFO: Epoch: 252/400 || Iters: 74/156 || Lr: 0.004100 || Loss: 0.0073 || Loss_b: 0.0673 || Cost Time: 10:39:40 || Estimated Time: 6:17:48 2020-11-03 20:43:55,457 Segmentron INFO: Epoch: 252/400 || Iters: 84/156 || Lr: 0.004098 || Loss: 0.0106 || Loss_b: 0.0741 || Cost Time: 10:39:50 || Estimated Time: 6:17:38 2020-11-03 20:44:04,082 Segmentron INFO: Epoch: 252/400 || Iters: 94/156 || Lr: 0.004097 || Loss: 0.0075 || Loss_b: 0.0708 || Cost Time: 10:39:58 || Estimated Time: 6:17:28 2020-11-03 20:44:13,189 Segmentron INFO: Epoch: 252/400 || Iters: 104/156 || Lr: 0.004095 || Loss: 0.0085 || Loss_b: 0.0703 || Cost Time: 10:40:08 || Estimated Time: 6:17:17 2020-11-03 20:44:22,494 Segmentron INFO: Epoch: 252/400 || Iters: 114/156 || Lr: 0.004093 || Loss: 0.0081 || Loss_b: 0.0704 || Cost Time: 10:40:17 || Estimated Time: 6:17:07 2020-11-03 20:44:33,911 Segmentron INFO: Epoch: 252/400 || Iters: 124/156 || Lr: 0.004092 || Loss: 0.0107 || Loss_b: 0.0869 || Cost Time: 10:40:28 || Estimated Time: 6:16:58 2020-11-03 20:44:42,864 Segmentron INFO: Epoch: 252/400 || Iters: 134/156 || Lr: 0.004090 || Loss: 0.0076 || Loss_b: 0.0750 || Cost Time: 10:40:37 || Estimated Time: 6:16:48 2020-11-03 20:44:53,289 Segmentron INFO: Epoch: 252/400 || Iters: 144/156 || Lr: 0.004089 || Loss: 0.0078 || Loss_b: 0.0795 || Cost Time: 10:40:48 || Estimated Time: 6:16:39 2020-11-03 20:45:03,995 Segmentron INFO: Epoch: 252/400 || Iters: 154/156 || Lr: 0.004087 || Loss: 0.0076 || Loss_b: 0.0804 || Cost Time: 10:40:58 || Estimated Time: 6:16:30 2020-11-03 20:45:06,352 Segmentron INFO: Epoch 252 model saved in: workdir/a2-2-3-400e/252.pth 2020-11-03 20:45:12,580 Segmentron INFO: Epoch: 253/400 || Iters: 8/156 || Lr: 0.004086 || Loss: 0.0067 || Loss_b: 0.0663 || Cost Time: 10:41:07 || Estimated Time: 6:16:19 2020-11-03 20:45:22,654 Segmentron INFO: Epoch: 253/400 || Iters: 18/156 || Lr: 0.004084 || Loss: 0.0097 || Loss_b: 0.0675 || Cost Time: 10:41:17 || Estimated Time: 6:16:09 2020-11-03 20:45:31,367 Segmentron INFO: Epoch: 253/400 || Iters: 28/156 || Lr: 0.004082 || Loss: 0.0105 || Loss_b: 0.0760 || Cost Time: 10:41:26 || Estimated Time: 6:15:59 2020-11-03 20:45:42,615 Segmentron INFO: Epoch: 253/400 || Iters: 38/156 || Lr: 0.004081 || Loss: 0.0100 || Loss_b: 0.0714 || Cost Time: 10:41:37 || Estimated Time: 6:15:50 2020-11-03 20:45:53,259 Segmentron INFO: Epoch: 253/400 || Iters: 48/156 || Lr: 0.004079 || Loss: 0.0082 || Loss_b: 0.0650 || Cost Time: 10:41:48 || Estimated Time: 6:15:41 2020-11-03 20:46:01,779 Segmentron INFO: Epoch: 253/400 || Iters: 58/156 || Lr: 0.004078 || Loss: 0.0116 || Loss_b: 0.0793 || Cost Time: 10:41:56 || Estimated Time: 6:15:30 2020-11-03 20:46:10,643 Segmentron INFO: Epoch: 253/400 || Iters: 68/156 || Lr: 0.004076 || Loss: 0.0066 || Loss_b: 0.0682 || Cost Time: 10:42:05 || Estimated Time: 6:15:20 2020-11-03 20:46:19,268 Segmentron INFO: Epoch: 253/400 || Iters: 78/156 || Lr: 0.004074 || Loss: 0.0071 || Loss_b: 0.0629 || Cost Time: 10:42:14 || Estimated Time: 6:15:10 2020-11-03 20:46:30,405 Segmentron INFO: Epoch: 253/400 || Iters: 88/156 || Lr: 0.004073 || Loss: 0.0071 || Loss_b: 0.0670 || Cost Time: 10:42:25 || Estimated Time: 6:15:01 2020-11-03 20:46:40,763 Segmentron INFO: Epoch: 253/400 || Iters: 98/156 || Lr: 0.004071 || Loss: 0.0081 || Loss_b: 0.0707 || Cost Time: 10:42:35 || Estimated Time: 6:14:51 2020-11-03 20:46:50,639 Segmentron INFO: Epoch: 253/400 || Iters: 108/156 || Lr: 0.004070 || Loss: 0.0071 || Loss_b: 0.0659 || Cost Time: 10:42:45 || Estimated Time: 6:14:41 2020-11-03 20:46:59,663 Segmentron INFO: Epoch: 253/400 || Iters: 118/156 || Lr: 0.004068 || Loss: 0.0103 || Loss_b: 0.0827 || Cost Time: 10:42:54 || Estimated Time: 6:14:31 2020-11-03 20:47:11,234 Segmentron INFO: Epoch: 253/400 || Iters: 128/156 || Lr: 0.004066 || Loss: 0.0112 || Loss_b: 0.0750 || Cost Time: 10:43:06 || Estimated Time: 6:14:22 2020-11-03 20:47:19,949 Segmentron INFO: Epoch: 253/400 || Iters: 138/156 || Lr: 0.004065 || Loss: 0.0082 || Loss_b: 0.0627 || Cost Time: 10:43:14 || Estimated Time: 6:14:12 2020-11-03 20:47:29,502 Segmentron INFO: Epoch: 253/400 || Iters: 148/156 || Lr: 0.004063 || Loss: 0.0121 || Loss_b: 0.0711 || Cost Time: 10:43:24 || Estimated Time: 6:14:02 2020-11-03 20:47:37,663 Segmentron INFO: Epoch 253 model saved in: workdir/a2-2-3-400e/253.pth 2020-11-03 20:47:39,527 Segmentron INFO: Epoch: 254/400 || Iters: 2/156 || Lr: 0.004062 || Loss: 0.0074 || Loss_b: 0.0681 || Cost Time: 10:43:34 || Estimated Time: 6:13:52 2020-11-03 20:47:49,285 Segmentron INFO: Epoch: 254/400 || Iters: 12/156 || Lr: 0.004060 || Loss: 0.0092 || Loss_b: 0.0731 || Cost Time: 10:43:44 || Estimated Time: 6:13:43 2020-11-03 20:47:58,425 Segmentron INFO: Epoch: 254/400 || Iters: 22/156 || Lr: 0.004058 || Loss: 0.0120 || Loss_b: 0.0730 || Cost Time: 10:43:53 || Estimated Time: 6:13:33 2020-11-03 20:48:08,962 Segmentron INFO: Epoch: 254/400 || Iters: 32/156 || Lr: 0.004057 || Loss: 0.0069 || Loss_b: 0.0641 || Cost Time: 10:44:03 || Estimated Time: 6:13:23 2020-11-03 20:48:19,309 Segmentron INFO: Epoch: 254/400 || Iters: 42/156 || Lr: 0.004055 || Loss: 0.0109 || Loss_b: 0.0720 || Cost Time: 10:44:14 || Estimated Time: 6:13:14 2020-11-03 20:48:28,132 Segmentron INFO: Epoch: 254/400 || Iters: 52/156 || Lr: 0.004054 || Loss: 0.0085 || Loss_b: 0.0720 || Cost Time: 10:44:23 || Estimated Time: 6:13:03 2020-11-03 20:48:38,935 Segmentron INFO: Epoch: 254/400 || Iters: 62/156 || Lr: 0.004052 || Loss: 0.0091 || Loss_b: 0.0684 || Cost Time: 10:44:33 || Estimated Time: 6:12:54 2020-11-03 20:48:48,626 Segmentron INFO: Epoch: 254/400 || Iters: 72/156 || Lr: 0.004050 || Loss: 0.0089 || Loss_b: 0.0723 || Cost Time: 10:44:43 || Estimated Time: 6:12:44 2020-11-03 20:48:57,199 Segmentron INFO: Epoch: 254/400 || Iters: 82/156 || Lr: 0.004049 || Loss: 0.0079 || Loss_b: 0.0714 || Cost Time: 10:44:52 || Estimated Time: 6:12:34 2020-11-03 20:49:06,234 Segmentron INFO: Epoch: 254/400 || Iters: 92/156 || Lr: 0.004047 || Loss: 0.0098 || Loss_b: 0.0656 || Cost Time: 10:45:01 || Estimated Time: 6:12:24 2020-11-03 20:49:15,319 Segmentron INFO: Epoch: 254/400 || Iters: 102/156 || Lr: 0.004046 || Loss: 0.0078 || Loss_b: 0.0706 || Cost Time: 10:45:10 || Estimated Time: 6:12:13 2020-11-03 20:49:25,026 Segmentron INFO: Epoch: 254/400 || Iters: 112/156 || Lr: 0.004044 || Loss: 0.0087 || Loss_b: 0.0708 || Cost Time: 10:45:19 || Estimated Time: 6:12:04 2020-11-03 20:49:36,013 Segmentron INFO: Epoch: 254/400 || Iters: 122/156 || Lr: 0.004042 || Loss: 0.0104 || Loss_b: 0.0712 || Cost Time: 10:45:30 || Estimated Time: 6:11:55 2020-11-03 20:49:45,699 Segmentron INFO: Epoch: 254/400 || Iters: 132/156 || Lr: 0.004041 || Loss: 0.0062 || Loss_b: 0.0617 || Cost Time: 10:45:40 || Estimated Time: 6:11:45 2020-11-03 20:49:57,238 Segmentron INFO: Epoch: 254/400 || Iters: 142/156 || Lr: 0.004039 || Loss: 0.0097 || Loss_b: 0.0692 || Cost Time: 10:45:52 || Estimated Time: 6:11:36 2020-11-03 20:50:07,621 Segmentron INFO: Epoch: 254/400 || Iters: 152/156 || Lr: 0.004038 || Loss: 0.0108 || Loss_b: 0.0731 || Cost Time: 10:46:02 || Estimated Time: 6:11:26 2020-11-03 20:50:11,582 Segmentron INFO: Epoch 254 model saved in: workdir/a2-2-3-400e/254.pth 2020-11-03 20:50:16,572 Segmentron INFO: Epoch: 255/400 || Iters: 6/156 || Lr: 0.004036 || Loss: 0.0085 || Loss_b: 0.0643 || Cost Time: 10:46:11 || Estimated Time: 6:11:16 2020-11-03 20:50:25,709 Segmentron INFO: Epoch: 255/400 || Iters: 16/156 || Lr: 0.004034 || Loss: 0.0075 || Loss_b: 0.1122 || Cost Time: 10:46:20 || Estimated Time: 6:11:06 2020-11-03 20:50:35,351 Segmentron INFO: Epoch: 255/400 || Iters: 26/156 || Lr: 0.004033 || Loss: 0.0079 || Loss_b: 0.0661 || Cost Time: 10:46:30 || Estimated Time: 6:10:56 2020-11-03 20:50:44,842 Segmentron INFO: Epoch: 255/400 || Iters: 36/156 || Lr: 0.004031 || Loss: 0.0103 || Loss_b: 0.0831 || Cost Time: 10:46:39 || Estimated Time: 6:10:46 2020-11-03 20:50:55,716 Segmentron INFO: Epoch: 255/400 || Iters: 46/156 || Lr: 0.004030 || Loss: 0.0112 || Loss_b: 0.0717 || Cost Time: 10:46:50 || Estimated Time: 6:10:37 2020-11-03 20:51:04,655 Segmentron INFO: Epoch: 255/400 || Iters: 56/156 || Lr: 0.004028 || Loss: 0.0078 || Loss_b: 0.0638 || Cost Time: 10:46:59 || Estimated Time: 6:10:27 2020-11-03 20:51:13,551 Segmentron INFO: Epoch: 255/400 || Iters: 66/156 || Lr: 0.004027 || Loss: 0.0078 || Loss_b: 0.0643 || Cost Time: 10:47:08 || Estimated Time: 6:10:17 2020-11-03 20:51:22,985 Segmentron INFO: Epoch: 255/400 || Iters: 76/156 || Lr: 0.004025 || Loss: 0.0095 || Loss_b: 0.0677 || Cost Time: 10:47:17 || Estimated Time: 6:10:07 2020-11-03 20:51:34,659 Segmentron INFO: Epoch: 255/400 || Iters: 86/156 || Lr: 0.004023 || Loss: 0.0102 || Loss_b: 0.0700 || Cost Time: 10:47:29 || Estimated Time: 6:09:58 2020-11-03 20:51:44,489 Segmentron INFO: Epoch: 255/400 || Iters: 96/156 || Lr: 0.004022 || Loss: 0.0144 || Loss_b: 0.0770 || Cost Time: 10:47:39 || Estimated Time: 6:09:48 2020-11-03 20:51:53,624 Segmentron INFO: Epoch: 255/400 || Iters: 106/156 || Lr: 0.004020 || Loss: 0.0079 || Loss_b: 0.0644 || Cost Time: 10:47:48 || Estimated Time: 6:09:38 2020-11-03 20:52:04,343 Segmentron INFO: Epoch: 255/400 || Iters: 116/156 || Lr: 0.004019 || Loss: 0.0071 || Loss_b: 0.0675 || Cost Time: 10:47:59 || Estimated Time: 6:09:29 2020-11-03 20:52:12,889 Segmentron INFO: Epoch: 255/400 || Iters: 126/156 || Lr: 0.004017 || Loss: 0.0082 || Loss_b: 0.0670 || Cost Time: 10:48:07 || Estimated Time: 6:09:18 2020-11-03 20:52:24,584 Segmentron INFO: Epoch: 255/400 || Iters: 136/156 || Lr: 0.004015 || Loss: 0.0089 || Loss_b: 0.0633 || Cost Time: 10:48:19 || Estimated Time: 6:09:10 2020-11-03 20:52:34,332 Segmentron INFO: Epoch: 255/400 || Iters: 146/156 || Lr: 0.004014 || Loss: 0.0085 || Loss_b: 0.0681 || Cost Time: 10:48:29 || Estimated Time: 6:09:00 2020-11-03 20:52:43,634 Segmentron INFO: Epoch: 255/400 || Iters: 0/156 || Lr: 0.004012 || Loss: 0.0069 || Loss_b: 0.0651 || Cost Time: 10:48:38 || Estimated Time: 6:08:50 2020-11-03 20:52:44,148 Segmentron INFO: Epoch 255 model saved in: workdir/a2-2-3-400e/255.pth 2020-11-03 20:52:53,364 Segmentron INFO: Epoch: 256/400 || Iters: 10/156 || Lr: 0.004011 || Loss: 0.0068 || Loss_b: 0.0657 || Cost Time: 10:48:48 || Estimated Time: 6:08:40 2020-11-03 20:53:04,489 Segmentron INFO: Epoch: 256/400 || Iters: 20/156 || Lr: 0.004009 || Loss: 0.0102 || Loss_b: 0.0750 || Cost Time: 10:48:59 || Estimated Time: 6:08:31 2020-11-03 20:53:12,802 Segmentron INFO: Epoch: 256/400 || Iters: 30/156 || Lr: 0.004007 || Loss: 0.0105 || Loss_b: 0.0686 || Cost Time: 10:49:07 || Estimated Time: 6:08:20 2020-11-03 20:53:21,954 Segmentron INFO: Epoch: 256/400 || Iters: 40/156 || Lr: 0.004006 || Loss: 0.0078 || Loss_b: 0.0644 || Cost Time: 10:49:16 || Estimated Time: 6:08:10 2020-11-03 20:53:31,091 Segmentron INFO: Epoch: 256/400 || Iters: 50/156 || Lr: 0.004004 || Loss: 0.0079 || Loss_b: 0.0642 || Cost Time: 10:49:25 || Estimated Time: 6:08:00 2020-11-03 20:53:41,760 Segmentron INFO: Epoch: 256/400 || Iters: 60/156 || Lr: 0.004003 || Loss: 0.0074 || Loss_b: 0.0627 || Cost Time: 10:49:36 || Estimated Time: 6:07:51 2020-11-03 20:53:53,403 Segmentron INFO: Epoch: 256/400 || Iters: 70/156 || Lr: 0.004001 || Loss: 0.0073 || Loss_b: 0.0617 || Cost Time: 10:49:48 || Estimated Time: 6:07:42 2020-11-03 20:54:01,784 Segmentron INFO: Epoch: 256/400 || Iters: 80/156 || Lr: 0.003999 || Loss: 0.0080 || Loss_b: 0.0673 || Cost Time: 10:49:56 || Estimated Time: 6:07:31 2020-11-03 20:54:11,868 Segmentron INFO: Epoch: 256/400 || Iters: 90/156 || Lr: 0.003998 || Loss: 0.0102 || Loss_b: 0.0682 || Cost Time: 10:50:06 || Estimated Time: 6:07:22 2020-11-03 20:54:21,257 Segmentron INFO: Epoch: 256/400 || Iters: 100/156 || Lr: 0.003996 || Loss: 0.0085 || Loss_b: 0.0686 || Cost Time: 10:50:16 || Estimated Time: 6:07:12 2020-11-03 20:54:29,952 Segmentron INFO: Epoch: 256/400 || Iters: 110/156 || Lr: 0.003995 || Loss: 0.0063 || Loss_b: 0.4174 || Cost Time: 10:50:24 || Estimated Time: 6:07:01 2020-11-03 20:54:39,169 Segmentron INFO: Epoch: 256/400 || Iters: 120/156 || Lr: 0.003993 || Loss: 0.0078 || Loss_b: 0.2020 || Cost Time: 10:50:34 || Estimated Time: 6:06:51 2020-11-03 20:54:51,458 Segmentron INFO: Epoch: 256/400 || Iters: 130/156 || Lr: 0.003991 || Loss: 0.0109 || Loss_b: 0.1196 || Cost Time: 10:50:46 || Estimated Time: 6:06:43 2020-11-03 20:55:00,034 Segmentron INFO: Epoch: 256/400 || Iters: 140/156 || Lr: 0.003990 || Loss: 0.0082 || Loss_b: 0.0901 || Cost Time: 10:50:54 || Estimated Time: 6:06:32 2020-11-03 20:55:11,067 Segmentron INFO: Epoch: 256/400 || Iters: 150/156 || Lr: 0.003988 || Loss: 0.0078 || Loss_b: 0.0630 || Cost Time: 10:51:05 || Estimated Time: 6:06:23 2020-11-03 20:55:17,109 Segmentron INFO: Epoch 256 model saved in: workdir/a2-2-3-400e/256.pth 2020-11-03 20:55:20,491 Segmentron INFO: Epoch: 257/400 || Iters: 4/156 || Lr: 0.003987 || Loss: 0.0087 || Loss_b: 0.0662 || Cost Time: 10:51:15 || Estimated Time: 6:06:13 2020-11-03 20:55:29,650 Segmentron INFO: Epoch: 257/400 || Iters: 14/156 || Lr: 0.003985 || Loss: 0.0086 || Loss_b: 0.0660 || Cost Time: 10:51:24 || Estimated Time: 6:06:03 2020-11-03 20:55:38,412 Segmentron INFO: Epoch: 257/400 || Iters: 24/156 || Lr: 0.003983 || Loss: 0.0098 || Loss_b: 0.0684 || Cost Time: 10:51:33 || Estimated Time: 6:05:53 2020-11-03 20:55:47,741 Segmentron INFO: Epoch: 257/400 || Iters: 34/156 || Lr: 0.003982 || Loss: 0.0061 || Loss_b: 0.0612 || Cost Time: 10:51:42 || Estimated Time: 6:05:43 2020-11-03 20:55:57,181 Segmentron INFO: Epoch: 257/400 || Iters: 44/156 || Lr: 0.003980 || Loss: 0.0100 || Loss_b: 0.0700 || Cost Time: 10:51:52 || Estimated Time: 6:05:33 2020-11-03 20:56:10,372 Segmentron INFO: Epoch: 257/400 || Iters: 54/156 || Lr: 0.003979 || Loss: 0.0081 || Loss_b: 0.0651 || Cost Time: 10:52:05 || Estimated Time: 6:05:25 2020-11-03 20:56:19,614 Segmentron INFO: Epoch: 257/400 || Iters: 64/156 || Lr: 0.003977 || Loss: 0.0096 || Loss_b: 0.0935 || Cost Time: 10:52:14 || Estimated Time: 6:05:15 2020-11-03 20:56:28,848 Segmentron INFO: Epoch: 257/400 || Iters: 74/156 || Lr: 0.003975 || Loss: 0.0058 || Loss_b: 0.1084 || Cost Time: 10:52:23 || Estimated Time: 6:05:05 2020-11-03 20:56:37,943 Segmentron INFO: Epoch: 257/400 || Iters: 84/156 || Lr: 0.003974 || Loss: 0.0067 || Loss_b: 0.1055 || Cost Time: 10:52:32 || Estimated Time: 6:04:55 2020-11-03 20:56:48,702 Segmentron INFO: Epoch: 257/400 || Iters: 94/156 || Lr: 0.003972 || Loss: 0.0112 || Loss_b: 0.0892 || Cost Time: 10:52:43 || Estimated Time: 6:04:45 2020-11-03 20:56:57,395 Segmentron INFO: Epoch: 257/400 || Iters: 104/156 || Lr: 0.003971 || Loss: 0.0088 || Loss_b: 0.0666 || Cost Time: 10:52:52 || Estimated Time: 6:04:35 2020-11-03 20:57:07,101 Segmentron INFO: Epoch: 257/400 || Iters: 114/156 || Lr: 0.003969 || Loss: 0.0071 || Loss_b: 0.0666 || Cost Time: 10:53:01 || Estimated Time: 6:04:25 2020-11-03 20:57:16,389 Segmentron INFO: Epoch: 257/400 || Iters: 124/156 || Lr: 0.003967 || Loss: 0.0086 || Loss_b: 0.0625 || Cost Time: 10:53:11 || Estimated Time: 6:04:15 2020-11-03 20:57:26,756 Segmentron INFO: Epoch: 257/400 || Iters: 134/156 || Lr: 0.003966 || Loss: 0.0076 || Loss_b: 0.0589 || Cost Time: 10:53:21 || Estimated Time: 6:04:06 2020-11-03 20:57:37,841 Segmentron INFO: Epoch: 257/400 || Iters: 144/156 || Lr: 0.003964 || Loss: 0.0083 || Loss_b: 0.0638 || Cost Time: 10:53:32 || Estimated Time: 6:03:57 2020-11-03 20:57:46,582 Segmentron INFO: Epoch: 257/400 || Iters: 154/156 || Lr: 0.003963 || Loss: 0.0067 || Loss_b: 0.0644 || Cost Time: 10:53:41 || Estimated Time: 6:03:46 2020-11-03 20:57:49,339 Segmentron INFO: Epoch 257 model saved in: workdir/a2-2-3-400e/257.pth 2020-11-03 20:57:56,955 Segmentron INFO: Epoch: 258/400 || Iters: 8/156 || Lr: 0.003961 || Loss: 0.0109 || Loss_b: 0.0658 || Cost Time: 10:53:51 || Estimated Time: 6:03:37 2020-11-03 20:58:06,954 Segmentron INFO: Epoch: 258/400 || Iters: 18/156 || Lr: 0.003959 || Loss: 0.0059 || Loss_b: 0.0617 || Cost Time: 10:54:01 || Estimated Time: 6:03:27 2020-11-03 20:58:15,557 Segmentron INFO: Epoch: 258/400 || Iters: 28/156 || Lr: 0.003958 || Loss: 0.0137 || Loss_b: 0.0716 || Cost Time: 10:54:10 || Estimated Time: 6:03:17 2020-11-03 20:58:25,169 Segmentron INFO: Epoch: 258/400 || Iters: 38/156 || Lr: 0.003956 || Loss: 0.0118 || Loss_b: 0.0723 || Cost Time: 10:54:20 || Estimated Time: 6:03:07 2020-11-03 20:58:35,021 Segmentron INFO: Epoch: 258/400 || Iters: 48/156 || Lr: 0.003955 || Loss: 0.0068 || Loss_b: 0.0584 || Cost Time: 10:54:29 || Estimated Time: 6:02:57 2020-11-03 20:58:45,247 Segmentron INFO: Epoch: 258/400 || Iters: 58/156 || Lr: 0.003953 || Loss: 0.0060 || Loss_b: 0.0616 || Cost Time: 10:54:40 || Estimated Time: 6:02:47 2020-11-03 20:58:54,338 Segmentron INFO: Epoch: 258/400 || Iters: 68/156 || Lr: 0.003951 || Loss: 0.0115 || Loss_b: 0.0668 || Cost Time: 10:54:49 || Estimated Time: 6:02:37 2020-11-03 20:59:04,186 Segmentron INFO: Epoch: 258/400 || Iters: 78/156 || Lr: 0.003950 || Loss: 0.0087 || Loss_b: 0.3221 || Cost Time: 10:54:59 || Estimated Time: 6:02:28 2020-11-03 20:59:13,027 Segmentron INFO: Epoch: 258/400 || Iters: 88/156 || Lr: 0.003948 || Loss: 0.0093 || Loss_b: 0.1355 || Cost Time: 10:55:07 || Estimated Time: 6:02:17 2020-11-03 20:59:22,838 Segmentron INFO: Epoch: 258/400 || Iters: 98/156 || Lr: 0.003947 || Loss: 0.0080 || Loss_b: 0.0721 || Cost Time: 10:55:17 || Estimated Time: 6:02:07 2020-11-03 20:59:33,804 Segmentron INFO: Epoch: 258/400 || Iters: 108/156 || Lr: 0.003945 || Loss: 0.0077 || Loss_b: 0.0675 || Cost Time: 10:55:28 || Estimated Time: 6:01:58 2020-11-03 20:59:43,013 Segmentron INFO: Epoch: 258/400 || Iters: 118/156 || Lr: 0.003943 || Loss: 0.0106 || Loss_b: 0.0749 || Cost Time: 10:55:37 || Estimated Time: 6:01:48 2020-11-03 20:59:54,014 Segmentron INFO: Epoch: 258/400 || Iters: 128/156 || Lr: 0.003942 || Loss: 0.0099 || Loss_b: 0.0707 || Cost Time: 10:55:48 || Estimated Time: 6:01:39 2020-11-03 21:00:04,154 Segmentron INFO: Epoch: 258/400 || Iters: 138/156 || Lr: 0.003940 || Loss: 0.0080 || Loss_b: 0.0682 || Cost Time: 10:55:59 || Estimated Time: 6:01:30 2020-11-03 21:00:13,552 Segmentron INFO: Epoch: 258/400 || Iters: 148/156 || Lr: 0.003939 || Loss: 0.0103 || Loss_b: 0.0661 || Cost Time: 10:56:08 || Estimated Time: 6:01:20 2020-11-03 21:00:20,928 Segmentron INFO: Epoch 258 model saved in: workdir/a2-2-3-400e/258.pth 2020-11-03 21:00:22,689 Segmentron INFO: Epoch: 259/400 || Iters: 2/156 || Lr: 0.003937 || Loss: 0.0060 || Loss_b: 0.0613 || Cost Time: 10:56:17 || Estimated Time: 6:01:09 2020-11-03 21:00:33,077 Segmentron INFO: Epoch: 259/400 || Iters: 12/156 || Lr: 0.003935 || Loss: 0.0095 || Loss_b: 0.0655 || Cost Time: 10:56:27 || Estimated Time: 6:01:00 2020-11-03 21:00:41,200 Segmentron INFO: Epoch: 259/400 || Iters: 22/156 || Lr: 0.003934 || Loss: 0.0085 || Loss_b: 0.0623 || Cost Time: 10:56:36 || Estimated Time: 6:00:49 2020-11-03 21:00:50,385 Segmentron INFO: Epoch: 259/400 || Iters: 32/156 || Lr: 0.003932 || Loss: 0.0080 || Loss_b: 0.0650 || Cost Time: 10:56:45 || Estimated Time: 6:00:39 2020-11-03 21:01:00,198 Segmentron INFO: Epoch: 259/400 || Iters: 42/156 || Lr: 0.003931 || Loss: 0.0073 || Loss_b: 0.0643 || Cost Time: 10:56:55 || Estimated Time: 6:00:29 2020-11-03 21:01:12,022 Segmentron INFO: Epoch: 259/400 || Iters: 52/156 || Lr: 0.003929 || Loss: 0.0063 || Loss_b: 0.0604 || Cost Time: 10:57:06 || Estimated Time: 6:00:21 2020-11-03 21:01:22,359 Segmentron INFO: Epoch: 259/400 || Iters: 62/156 || Lr: 0.003927 || Loss: 0.0110 || Loss_b: 0.0689 || Cost Time: 10:57:17 || Estimated Time: 6:00:11 2020-11-03 21:01:30,556 Segmentron INFO: Epoch: 259/400 || Iters: 72/156 || Lr: 0.003926 || Loss: 0.0066 || Loss_b: 0.0619 || Cost Time: 10:57:25 || Estimated Time: 6:00:01 2020-11-03 21:01:40,117 Segmentron INFO: Epoch: 259/400 || Iters: 82/156 || Lr: 0.003924 || Loss: 0.0074 || Loss_b: 0.0653 || Cost Time: 10:57:35 || Estimated Time: 5:59:51 2020-11-03 21:01:50,168 Segmentron INFO: Epoch: 259/400 || Iters: 92/156 || Lr: 0.003923 || Loss: 0.0096 || Loss_b: 0.0623 || Cost Time: 10:57:45 || Estimated Time: 5:59:41 2020-11-03 21:01:59,451 Segmentron INFO: Epoch: 259/400 || Iters: 102/156 || Lr: 0.003921 || Loss: 0.0115 || Loss_b: 0.0712 || Cost Time: 10:57:54 || Estimated Time: 5:59:31 2020-11-03 21:02:09,634 Segmentron INFO: Epoch: 259/400 || Iters: 112/156 || Lr: 0.003919 || Loss: 0.0053 || Loss_b: 0.0606 || Cost Time: 10:58:04 || Estimated Time: 5:59:21 2020-11-03 21:02:19,509 Segmentron INFO: Epoch: 259/400 || Iters: 122/156 || Lr: 0.003918 || Loss: 0.0085 || Loss_b: 0.0672 || Cost Time: 10:58:14 || Estimated Time: 5:59:12 2020-11-03 21:02:28,470 Segmentron INFO: Epoch: 259/400 || Iters: 132/156 || Lr: 0.003916 || Loss: 0.0094 || Loss_b: 0.1176 || Cost Time: 10:58:23 || Estimated Time: 5:59:01 2020-11-03 21:02:39,965 Segmentron INFO: Epoch: 259/400 || Iters: 142/156 || Lr: 0.003915 || Loss: 0.0090 || Loss_b: 0.0808 || Cost Time: 10:58:34 || Estimated Time: 5:58:53 2020-11-03 21:02:49,259 Segmentron INFO: Epoch: 259/400 || Iters: 152/156 || Lr: 0.003913 || Loss: 0.0108 || Loss_b: 0.0757 || Cost Time: 10:58:44 || Estimated Time: 5:58:43 2020-11-03 21:02:53,571 Segmentron INFO: Epoch 259 model saved in: workdir/a2-2-3-400e/259.pth 2020-11-03 21:02:59,291 Segmentron INFO: Epoch: 260/400 || Iters: 6/156 || Lr: 0.003911 || Loss: 0.0081 || Loss_b: 0.0725 || Cost Time: 10:58:54 || Estimated Time: 5:58:33 2020-11-03 21:03:09,422 Segmentron INFO: Epoch: 260/400 || Iters: 16/156 || Lr: 0.003910 || Loss: 0.0080 || Loss_b: 0.0656 || Cost Time: 10:59:04 || Estimated Time: 5:58:23 2020-11-03 21:03:19,417 Segmentron INFO: Epoch: 260/400 || Iters: 26/156 || Lr: 0.003908 || Loss: 0.0079 || Loss_b: 0.0640 || Cost Time: 10:59:14 || Estimated Time: 5:58:14 2020-11-03 21:03:29,076 Segmentron INFO: Epoch: 260/400 || Iters: 36/156 || Lr: 0.003907 || Loss: 0.0111 || Loss_b: 0.0653 || Cost Time: 10:59:23 || Estimated Time: 5:58:04 2020-11-03 21:03:37,986 Segmentron INFO: Epoch: 260/400 || Iters: 46/156 || Lr: 0.003905 || Loss: 0.0057 || Loss_b: 0.0601 || Cost Time: 10:59:32 || Estimated Time: 5:57:54 2020-11-03 21:03:46,831 Segmentron INFO: Epoch: 260/400 || Iters: 56/156 || Lr: 0.003903 || Loss: 0.0098 || Loss_b: 0.0709 || Cost Time: 10:59:41 || Estimated Time: 5:57:43 2020-11-03 21:03:57,105 Segmentron INFO: Epoch: 260/400 || Iters: 66/156 || Lr: 0.003902 || Loss: 0.0106 || Loss_b: 0.0620 || Cost Time: 10:59:51 || Estimated Time: 5:57:34 2020-11-03 21:04:07,231 Segmentron INFO: Epoch: 260/400 || Iters: 76/156 || Lr: 0.003900 || Loss: 0.0067 || Loss_b: 0.4409 || Cost Time: 11:00:02 || Estimated Time: 5:57:24 2020-11-03 21:04:16,651 Segmentron INFO: Epoch: 260/400 || Iters: 86/156 || Lr: 0.003899 || Loss: 0.0094 || Loss_b: 0.1576 || Cost Time: 11:00:11 || Estimated Time: 5:57:14 2020-11-03 21:04:25,589 Segmentron INFO: Epoch: 260/400 || Iters: 96/156 || Lr: 0.003897 || Loss: 0.0079 || Loss_b: 0.1325 || Cost Time: 11:00:20 || Estimated Time: 5:57:04 2020-11-03 21:04:36,956 Segmentron INFO: Epoch: 260/400 || Iters: 106/156 || Lr: 0.003895 || Loss: 0.0153 || Loss_b: 0.0931 || Cost Time: 11:00:31 || Estimated Time: 5:56:55 2020-11-03 21:04:45,918 Segmentron INFO: Epoch: 260/400 || Iters: 116/156 || Lr: 0.003894 || Loss: 0.0121 || Loss_b: 0.1045 || Cost Time: 11:00:40 || Estimated Time: 5:56:45 2020-11-03 21:04:55,191 Segmentron INFO: Epoch: 260/400 || Iters: 126/156 || Lr: 0.003892 || Loss: 0.0079 || Loss_b: 0.0865 || Cost Time: 11:00:50 || Estimated Time: 5:56:35 2020-11-03 21:05:05,916 Segmentron INFO: Epoch: 260/400 || Iters: 136/156 || Lr: 0.003891 || Loss: 0.0073 || Loss_b: 0.0719 || Cost Time: 11:01:00 || Estimated Time: 5:56:25 2020-11-03 21:05:14,906 Segmentron INFO: Epoch: 260/400 || Iters: 146/156 || Lr: 0.003889 || Loss: 0.0104 || Loss_b: 0.0802 || Cost Time: 11:01:09 || Estimated Time: 5:56:15 2020-11-03 21:05:24,056 Segmentron INFO: Epoch: 260/400 || Iters: 0/156 || Lr: 0.003887 || Loss: 0.0061 || Loss_b: 0.0674 || Cost Time: 11:01:18 || Estimated Time: 5:56:05 2020-11-03 21:05:24,810 Segmentron INFO: Epoch 260 model saved in: workdir/a2-2-3-400e/260.pth 2020-11-03 21:05:33,707 Segmentron INFO: Epoch: 261/400 || Iters: 10/156 || Lr: 0.003886 || Loss: 0.0076 || Loss_b: 0.0643 || Cost Time: 11:01:28 || Estimated Time: 5:55:55 2020-11-03 21:05:42,984 Segmentron INFO: Epoch: 261/400 || Iters: 20/156 || Lr: 0.003884 || Loss: 0.0079 || Loss_b: 0.0706 || Cost Time: 11:01:37 || Estimated Time: 5:55:45 2020-11-03 21:05:52,091 Segmentron INFO: Epoch: 261/400 || Iters: 30/156 || Lr: 0.003883 || Loss: 0.0077 || Loss_b: 0.0654 || Cost Time: 11:01:46 || Estimated Time: 5:55:35 2020-11-03 21:06:01,966 Segmentron INFO: Epoch: 261/400 || Iters: 40/156 || Lr: 0.003881 || Loss: 0.0097 || Loss_b: 0.0709 || Cost Time: 11:01:56 || Estimated Time: 5:55:25 2020-11-03 21:06:13,524 Segmentron INFO: Epoch: 261/400 || Iters: 50/156 || Lr: 0.003879 || Loss: 0.0096 || Loss_b: 0.0765 || Cost Time: 11:02:08 || Estimated Time: 5:55:16 2020-11-03 21:06:24,072 Segmentron INFO: Epoch: 261/400 || Iters: 60/156 || Lr: 0.003878 || Loss: 0.0103 || Loss_b: 0.0870 || Cost Time: 11:02:18 || Estimated Time: 5:55:07 2020-11-03 21:06:33,536 Segmentron INFO: Epoch: 261/400 || Iters: 70/156 || Lr: 0.003876 || Loss: 0.0071 || Loss_b: 0.0633 || Cost Time: 11:02:28 || Estimated Time: 5:54:57 2020-11-03 21:06:43,462 Segmentron INFO: Epoch: 261/400 || Iters: 80/156 || Lr: 0.003875 || Loss: 0.0075 || Loss_b: 0.0636 || Cost Time: 11:02:38 || Estimated Time: 5:54:47 2020-11-03 21:06:53,599 Segmentron INFO: Epoch: 261/400 || Iters: 90/156 || Lr: 0.003873 || Loss: 0.0117 || Loss_b: 0.0730 || Cost Time: 11:02:48 || Estimated Time: 5:54:38 2020-11-03 21:07:02,194 Segmentron INFO: Epoch: 261/400 || Iters: 100/156 || Lr: 0.003871 || Loss: 0.0113 || Loss_b: 0.0740 || Cost Time: 11:02:57 || Estimated Time: 5:54:27 2020-11-03 21:07:13,139 Segmentron INFO: Epoch: 261/400 || Iters: 110/156 || Lr: 0.003870 || Loss: 0.0073 || Loss_b: 0.0659 || Cost Time: 11:03:08 || Estimated Time: 5:54:18 2020-11-03 21:07:22,399 Segmentron INFO: Epoch: 261/400 || Iters: 120/156 || Lr: 0.003868 || Loss: 0.0061 || Loss_b: 0.0632 || Cost Time: 11:03:17 || Estimated Time: 5:54:08 2020-11-03 21:07:30,821 Segmentron INFO: Epoch: 261/400 || Iters: 130/156 || Lr: 0.003867 || Loss: 0.0075 || Loss_b: 0.0667 || Cost Time: 11:03:25 || Estimated Time: 5:53:58 2020-11-03 21:07:41,094 Segmentron INFO: Epoch: 261/400 || Iters: 140/156 || Lr: 0.003865 || Loss: 0.0085 || Loss_b: 0.0684 || Cost Time: 11:03:35 || Estimated Time: 5:53:48 2020-11-03 21:07:52,408 Segmentron INFO: Epoch: 261/400 || Iters: 150/156 || Lr: 0.003863 || Loss: 0.0062 || Loss_b: 0.0613 || Cost Time: 11:03:47 || Estimated Time: 5:53:39 2020-11-03 21:07:58,127 Segmentron INFO: Epoch 261 model saved in: workdir/a2-2-3-400e/261.pth 2020-11-03 21:08:02,291 Segmentron INFO: Epoch: 262/400 || Iters: 4/156 || Lr: 0.003862 || Loss: 0.0076 || Loss_b: 0.0626 || Cost Time: 11:03:57 || Estimated Time: 5:53:29 2020-11-03 21:08:12,283 Segmentron INFO: Epoch: 262/400 || Iters: 14/156 || Lr: 0.003860 || Loss: 0.0116 || Loss_b: 0.0726 || Cost Time: 11:04:07 || Estimated Time: 5:53:20 2020-11-03 21:08:21,266 Segmentron INFO: Epoch: 262/400 || Iters: 24/156 || Lr: 0.003859 || Loss: 0.0073 || Loss_b: 0.0622 || Cost Time: 11:04:16 || Estimated Time: 5:53:10 2020-11-03 21:08:31,757 Segmentron INFO: Epoch: 262/400 || Iters: 34/156 || Lr: 0.003857 || Loss: 0.0074 || Loss_b: 0.0644 || Cost Time: 11:04:26 || Estimated Time: 5:53:00 2020-11-03 21:08:42,332 Segmentron INFO: Epoch: 262/400 || Iters: 44/156 || Lr: 0.003855 || Loss: 0.0105 || Loss_b: 0.0649 || Cost Time: 11:04:37 || Estimated Time: 5:52:51 2020-11-03 21:08:50,718 Segmentron INFO: Epoch: 262/400 || Iters: 54/156 || Lr: 0.003854 || Loss: 0.0081 || Loss_b: 0.0646 || Cost Time: 11:04:45 || Estimated Time: 5:52:40 2020-11-03 21:09:01,153 Segmentron INFO: Epoch: 262/400 || Iters: 64/156 || Lr: 0.003852 || Loss: 0.0087 || Loss_b: 0.0618 || Cost Time: 11:04:56 || Estimated Time: 5:52:31 2020-11-03 21:09:09,816 Segmentron INFO: Epoch: 262/400 || Iters: 74/156 || Lr: 0.003851 || Loss: 0.0059 || Loss_b: 0.0615 || Cost Time: 11:05:04 || Estimated Time: 5:52:20 2020-11-03 21:09:20,326 Segmentron INFO: Epoch: 262/400 || Iters: 84/156 || Lr: 0.003849 || Loss: 0.0083 || Loss_b: 0.0665 || Cost Time: 11:05:15 || Estimated Time: 5:52:11 2020-11-03 21:09:30,393 Segmentron INFO: Epoch: 262/400 || Iters: 94/156 || Lr: 0.003847 || Loss: 0.0115 || Loss_b: 0.0760 || Cost Time: 11:05:25 || Estimated Time: 5:52:01 2020-11-03 21:09:39,199 Segmentron INFO: Epoch: 262/400 || Iters: 104/156 || Lr: 0.003846 || Loss: 0.0055 || Loss_b: 0.0604 || Cost Time: 11:05:34 || Estimated Time: 5:51:51 2020-11-03 21:09:49,032 Segmentron INFO: Epoch: 262/400 || Iters: 114/156 || Lr: 0.003844 || Loss: 0.0159 || Loss_b: 0.0699 || Cost Time: 11:05:43 || Estimated Time: 5:51:41 2020-11-03 21:09:58,283 Segmentron INFO: Epoch: 262/400 || Iters: 124/156 || Lr: 0.003843 || Loss: 0.0057 || Loss_b: 0.0641 || Cost Time: 11:05:53 || Estimated Time: 5:51:31 2020-11-03 21:10:09,113 Segmentron INFO: Epoch: 262/400 || Iters: 134/156 || Lr: 0.003841 || Loss: 0.0099 || Loss_b: 0.0690 || Cost Time: 11:06:04 || Estimated Time: 5:51:22 2020-11-03 21:10:19,729 Segmentron INFO: Epoch: 262/400 || Iters: 144/156 || Lr: 0.003839 || Loss: 0.0087 || Loss_b: 0.0893 || Cost Time: 11:06:14 || Estimated Time: 5:51:13 2020-11-03 21:10:28,550 Segmentron INFO: Epoch: 262/400 || Iters: 154/156 || Lr: 0.003838 || Loss: 0.0063 || Loss_b: 0.0612 || Cost Time: 11:06:23 || Estimated Time: 5:51:02 2020-11-03 21:10:32,413 Segmentron INFO: Epoch 262 model saved in: workdir/a2-2-3-400e/262.pth 2020-11-03 21:10:39,370 Segmentron INFO: Epoch: 263/400 || Iters: 8/156 || Lr: 0.003836 || Loss: 0.0096 || Loss_b: 0.0671 || Cost Time: 11:06:34 || Estimated Time: 5:50:53 2020-11-03 21:10:50,066 Segmentron INFO: Epoch: 263/400 || Iters: 18/156 || Lr: 0.003835 || Loss: 0.0188 || Loss_b: 0.0843 || Cost Time: 11:06:44 || Estimated Time: 5:50:44 2020-11-03 21:10:59,487 Segmentron INFO: Epoch: 263/400 || Iters: 28/156 || Lr: 0.003833 || Loss: 0.0085 || Loss_b: 0.0625 || Cost Time: 11:06:54 || Estimated Time: 5:50:34 2020-11-03 21:11:07,912 Segmentron INFO: Epoch: 263/400 || Iters: 38/156 || Lr: 0.003831 || Loss: 0.0082 || Loss_b: 0.0659 || Cost Time: 11:07:02 || Estimated Time: 5:50:23 2020-11-03 21:11:17,861 Segmentron INFO: Epoch: 263/400 || Iters: 48/156 || Lr: 0.003830 || Loss: 0.0090 || Loss_b: 0.0653 || Cost Time: 11:07:12 || Estimated Time: 5:50:14 2020-11-03 21:11:28,423 Segmentron INFO: Epoch: 263/400 || Iters: 58/156 || Lr: 0.003828 || Loss: 0.0067 || Loss_b: 0.0638 || Cost Time: 11:07:23 || Estimated Time: 5:50:04 2020-11-03 21:11:37,438 Segmentron INFO: Epoch: 263/400 || Iters: 68/156 || Lr: 0.003826 || Loss: 0.0077 || Loss_b: 0.0611 || Cost Time: 11:07:32 || Estimated Time: 5:49:54 2020-11-03 21:11:47,319 Segmentron INFO: Epoch: 263/400 || Iters: 78/156 || Lr: 0.003825 || Loss: 0.0088 || Loss_b: 0.0696 || Cost Time: 11:07:42 || Estimated Time: 5:49:44 2020-11-03 21:11:56,024 Segmentron INFO: Epoch: 263/400 || Iters: 88/156 || Lr: 0.003823 || Loss: 0.0068 || Loss_b: 0.0650 || Cost Time: 11:07:50 || Estimated Time: 5:49:34 2020-11-03 21:12:06,664 Segmentron INFO: Epoch: 263/400 || Iters: 98/156 || Lr: 0.003822 || Loss: 0.0096 || Loss_b: 0.0666 || Cost Time: 11:08:01 || Estimated Time: 5:49:25 2020-11-03 21:12:15,946 Segmentron INFO: Epoch: 263/400 || Iters: 108/156 || Lr: 0.003820 || Loss: 0.0083 || Loss_b: 0.0621 || Cost Time: 11:08:10 || Estimated Time: 5:49:15 2020-11-03 21:12:26,996 Segmentron INFO: Epoch: 263/400 || Iters: 118/156 || Lr: 0.003818 || Loss: 0.0081 || Loss_b: 0.0618 || Cost Time: 11:08:21 || Estimated Time: 5:49:06 2020-11-03 21:12:36,752 Segmentron INFO: Epoch: 263/400 || Iters: 128/156 || Lr: 0.003817 || Loss: 0.0087 || Loss_b: 0.9359 || Cost Time: 11:08:31 || Estimated Time: 5:48:56 2020-11-03 21:12:45,942 Segmentron INFO: Epoch: 263/400 || Iters: 138/156 || Lr: 0.003815 || Loss: 0.0059 || Loss_b: 0.8892 || Cost Time: 11:08:40 || Estimated Time: 5:48:46 2020-11-03 21:12:56,154 Segmentron INFO: Epoch: 263/400 || Iters: 148/156 || Lr: 0.003814 || Loss: 0.0112 || Loss_b: 0.8859 || Cost Time: 11:08:51 || Estimated Time: 5:48:36 2020-11-03 21:13:04,976 Segmentron INFO: Epoch 263 model saved in: workdir/a2-2-3-400e/263.pth 2020-11-03 21:13:06,700 Segmentron INFO: Epoch: 264/400 || Iters: 2/156 || Lr: 0.003812 || Loss: 0.0169 || Loss_b: 0.8569 || Cost Time: 11:09:01 || Estimated Time: 5:48:27 2020-11-03 21:13:15,527 Segmentron INFO: Epoch: 264/400 || Iters: 12/156 || Lr: 0.003810 || Loss: 0.0055 || Loss_b: 0.8385 || Cost Time: 11:09:10 || Estimated Time: 5:48:17 2020-11-03 21:13:24,939 Segmentron INFO: Epoch: 264/400 || Iters: 22/156 || Lr: 0.003809 || Loss: 0.0075 || Loss_b: 0.7767 || Cost Time: 11:09:19 || Estimated Time: 5:48:07 2020-11-03 21:13:35,507 Segmentron INFO: Epoch: 264/400 || Iters: 32/156 || Lr: 0.003807 || Loss: 0.0092 || Loss_b: 0.5248 || Cost Time: 11:09:30 || Estimated Time: 5:47:57 2020-11-03 21:13:45,543 Segmentron INFO: Epoch: 264/400 || Iters: 42/156 || Lr: 0.003806 || Loss: 0.0072 || Loss_b: 0.1235 || Cost Time: 11:09:40 || Estimated Time: 5:47:48 2020-11-03 21:13:56,041 Segmentron INFO: Epoch: 264/400 || Iters: 52/156 || Lr: 0.003804 || Loss: 0.0057 || Loss_b: 0.0802 || Cost Time: 11:09:50 || Estimated Time: 5:47:38 2020-11-03 21:14:05,589 Segmentron INFO: Epoch: 264/400 || Iters: 62/156 || Lr: 0.003802 || Loss: 0.0095 || Loss_b: 0.1926 || Cost Time: 11:10:00 || Estimated Time: 5:47:28 2020-11-03 21:14:15,390 Segmentron INFO: Epoch: 264/400 || Iters: 72/156 || Lr: 0.003801 || Loss: 0.0122 || Loss_b: 0.1131 || Cost Time: 11:10:10 || Estimated Time: 5:47:18 2020-11-03 21:14:23,958 Segmentron INFO: Epoch: 264/400 || Iters: 82/156 || Lr: 0.003799 || Loss: 0.0102 || Loss_b: 0.0763 || Cost Time: 11:10:18 || Estimated Time: 5:47:08 2020-11-03 21:14:34,383 Segmentron INFO: Epoch: 264/400 || Iters: 92/156 || Lr: 0.003798 || Loss: 0.0064 || Loss_b: 0.0698 || Cost Time: 11:10:29 || Estimated Time: 5:46:59 2020-11-03 21:14:45,573 Segmentron INFO: Epoch: 264/400 || Iters: 102/156 || Lr: 0.003796 || Loss: 0.0079 || Loss_b: 0.0660 || Cost Time: 11:10:40 || Estimated Time: 5:46:49 2020-11-03 21:14:54,134 Segmentron INFO: Epoch: 264/400 || Iters: 112/156 || Lr: 0.003794 || Loss: 0.0068 || Loss_b: 0.0638 || Cost Time: 11:10:49 || Estimated Time: 5:46:39 2020-11-03 21:15:06,118 Segmentron INFO: Epoch: 264/400 || Iters: 122/156 || Lr: 0.003793 || Loss: 0.0081 || Loss_b: 0.0633 || Cost Time: 11:11:01 || Estimated Time: 5:46:30 2020-11-03 21:15:14,307 Segmentron INFO: Epoch: 264/400 || Iters: 132/156 || Lr: 0.003791 || Loss: 0.0071 || Loss_b: 0.0697 || Cost Time: 11:11:09 || Estimated Time: 5:46:20 2020-11-03 21:15:23,096 Segmentron INFO: Epoch: 264/400 || Iters: 142/156 || Lr: 0.003790 || Loss: 0.0092 || Loss_b: 0.0738 || Cost Time: 11:11:17 || Estimated Time: 5:46:10 2020-11-03 21:15:33,370 Segmentron INFO: Epoch: 264/400 || Iters: 152/156 || Lr: 0.003788 || Loss: 0.0069 || Loss_b: 0.0704 || Cost Time: 11:11:28 || Estimated Time: 5:46:00 2020-11-03 21:15:38,638 Segmentron INFO: Epoch 264 model saved in: workdir/a2-2-3-400e/264.pth 2020-11-03 21:15:45,757 Segmentron INFO: Epoch: 265/400 || Iters: 6/156 || Lr: 0.003786 || Loss: 0.0078 || Loss_b: 0.0702 || Cost Time: 11:11:40 || Estimated Time: 5:45:52 2020-11-03 21:15:54,216 Segmentron INFO: Epoch: 265/400 || Iters: 16/156 || Lr: 0.003785 || Loss: 0.0099 || Loss_b: 0.0692 || Cost Time: 11:11:49 || Estimated Time: 5:45:41 2020-11-03 21:16:03,515 Segmentron INFO: Epoch: 265/400 || Iters: 26/156 || Lr: 0.003783 || Loss: 0.0085 || Loss_b: 0.0735 || Cost Time: 11:11:58 || Estimated Time: 5:45:31 2020-11-03 21:16:13,000 Segmentron INFO: Epoch: 265/400 || Iters: 36/156 || Lr: 0.003782 || Loss: 0.0115 || Loss_b: 0.0703 || Cost Time: 11:12:07 || Estimated Time: 5:45:21 2020-11-03 21:16:21,810 Segmentron INFO: Epoch: 265/400 || Iters: 46/156 || Lr: 0.003780 || Loss: 0.0082 || Loss_b: 0.0670 || Cost Time: 11:12:16 || Estimated Time: 5:45:11 2020-11-03 21:16:30,975 Segmentron INFO: Epoch: 265/400 || Iters: 56/156 || Lr: 0.003778 || Loss: 0.0071 || Loss_b: 0.0682 || Cost Time: 11:12:25 || Estimated Time: 5:45:01 2020-11-03 21:16:42,469 Segmentron INFO: Epoch: 265/400 || Iters: 66/156 || Lr: 0.003777 || Loss: 0.0081 || Loss_b: 0.0648 || Cost Time: 11:12:37 || Estimated Time: 5:44:52 2020-11-03 21:16:51,354 Segmentron INFO: Epoch: 265/400 || Iters: 76/156 || Lr: 0.003775 || Loss: 0.0123 || Loss_b: 0.0694 || Cost Time: 11:12:46 || Estimated Time: 5:44:42 2020-11-03 21:17:00,401 Segmentron INFO: Epoch: 265/400 || Iters: 86/156 || Lr: 0.003773 || Loss: 0.0066 || Loss_b: 0.0631 || Cost Time: 11:12:55 || Estimated Time: 5:44:31 2020-11-03 21:17:12,000 Segmentron INFO: Epoch: 265/400 || Iters: 96/156 || Lr: 0.003772 || Loss: 0.0105 || Loss_b: 0.0849 || Cost Time: 11:13:06 || Estimated Time: 5:44:23 2020-11-03 21:17:23,116 Segmentron INFO: Epoch: 265/400 || Iters: 106/156 || Lr: 0.003770 || Loss: 0.0120 || Loss_b: 0.0714 || Cost Time: 11:13:18 || Estimated Time: 5:44:13 2020-11-03 21:17:31,706 Segmentron INFO: Epoch: 265/400 || Iters: 116/156 || Lr: 0.003769 || Loss: 0.0061 || Loss_b: 0.0672 || Cost Time: 11:13:26 || Estimated Time: 5:44:03 2020-11-03 21:17:41,499 Segmentron INFO: Epoch: 265/400 || Iters: 126/156 || Lr: 0.003767 || Loss: 0.0073 || Loss_b: 0.0643 || Cost Time: 11:13:36 || Estimated Time: 5:43:53 2020-11-03 21:17:50,132 Segmentron INFO: Epoch: 265/400 || Iters: 136/156 || Lr: 0.003765 || Loss: 0.0073 || Loss_b: 0.0618 || Cost Time: 11:13:45 || Estimated Time: 5:43:43 2020-11-03 21:17:59,690 Segmentron INFO: Epoch: 265/400 || Iters: 146/156 || Lr: 0.003764 || Loss: 0.0084 || Loss_b: 0.9258 || Cost Time: 11:13:54 || Estimated Time: 5:43:33 2020-11-03 21:18:09,851 Segmentron INFO: Epoch: 265/400 || Iters: 0/156 || Lr: 0.003762 || Loss: 0.0087 || Loss_b: 0.8844 || Cost Time: 11:14:04 || Estimated Time: 5:43:23 2020-11-03 21:18:10,734 Segmentron INFO: Epoch 265 model saved in: workdir/a2-2-3-400e/265.pth 2020-11-03 21:18:19,703 Segmentron INFO: Epoch: 266/400 || Iters: 10/156 || Lr: 0.003761 || Loss: 0.0081 || Loss_b: 0.8639 || Cost Time: 11:14:14 || Estimated Time: 5:43:14 2020-11-03 21:18:29,424 Segmentron INFO: Epoch: 266/400 || Iters: 20/156 || Lr: 0.003759 || Loss: 0.0074 || Loss_b: 0.8600 || Cost Time: 11:14:24 || Estimated Time: 5:43:04 2020-11-03 21:18:39,162 Segmentron INFO: Epoch: 266/400 || Iters: 30/156 || Lr: 0.003757 || Loss: 0.0125 || Loss_b: 0.8244 || Cost Time: 11:14:34 || Estimated Time: 5:42:54 2020-11-03 21:18:49,553 Segmentron INFO: Epoch: 266/400 || Iters: 40/156 || Lr: 0.003756 || Loss: 0.0125 || Loss_b: 0.7573 || Cost Time: 11:14:44 || Estimated Time: 5:42:45 2020-11-03 21:18:58,781 Segmentron INFO: Epoch: 266/400 || Iters: 50/156 || Lr: 0.003754 || Loss: 0.0081 || Loss_b: 0.4024 || Cost Time: 11:14:53 || Estimated Time: 5:42:35 2020-11-03 21:19:08,827 Segmentron INFO: Epoch: 266/400 || Iters: 60/156 || Lr: 0.003753 || Loss: 0.0075 || Loss_b: 0.0983 || Cost Time: 11:15:03 || Estimated Time: 5:42:25 2020-11-03 21:19:19,068 Segmentron INFO: Epoch: 266/400 || Iters: 70/156 || Lr: 0.003751 || Loss: 0.0070 || Loss_b: 0.0719 || Cost Time: 11:15:13 || Estimated Time: 5:42:15 2020-11-03 21:19:28,786 Segmentron INFO: Epoch: 266/400 || Iters: 80/156 || Lr: 0.003749 || Loss: 0.0063 || Loss_b: 0.0740 || Cost Time: 11:15:23 || Estimated Time: 5:42:05 2020-11-03 21:19:38,142 Segmentron INFO: Epoch: 266/400 || Iters: 90/156 || Lr: 0.003748 || Loss: 0.0110 || Loss_b: 0.0765 || Cost Time: 11:15:33 || Estimated Time: 5:41:55 2020-11-03 21:19:46,947 Segmentron INFO: Epoch: 266/400 || Iters: 100/156 || Lr: 0.003746 || Loss: 0.0099 || Loss_b: 0.7253 || Cost Time: 11:15:41 || Estimated Time: 5:41:45 2020-11-03 21:19:56,406 Segmentron INFO: Epoch: 266/400 || Iters: 110/156 || Lr: 0.003745 || Loss: 0.0067 || Loss_b: 0.2436 || Cost Time: 11:15:51 || Estimated Time: 5:41:35 2020-11-03 21:20:07,141 Segmentron INFO: Epoch: 266/400 || Iters: 120/156 || Lr: 0.003743 || Loss: 0.0086 || Loss_b: 0.1805 || Cost Time: 11:16:02 || Estimated Time: 5:41:26 2020-11-03 21:20:17,008 Segmentron INFO: Epoch: 266/400 || Iters: 130/156 || Lr: 0.003741 || Loss: 0.0079 || Loss_b: 0.0963 || Cost Time: 11:16:11 || Estimated Time: 5:41:16 2020-11-03 21:20:29,009 Segmentron INFO: Epoch: 266/400 || Iters: 140/156 || Lr: 0.003740 || Loss: 0.0061 || Loss_b: 0.0731 || Cost Time: 11:16:23 || Estimated Time: 5:41:08 2020-11-03 21:20:37,065 Segmentron INFO: Epoch: 266/400 || Iters: 150/156 || Lr: 0.003738 || Loss: 0.0078 || Loss_b: 0.0728 || Cost Time: 11:16:31 || Estimated Time: 5:40:57 2020-11-03 21:20:44,366 Segmentron INFO: Epoch 266 model saved in: workdir/a2-2-3-400e/266.pth 2020-11-03 21:20:47,538 Segmentron INFO: Epoch: 267/400 || Iters: 4/156 || Lr: 0.003737 || Loss: 0.0075 || Loss_b: 0.0674 || Cost Time: 11:16:42 || Estimated Time: 5:40:47 2020-11-03 21:20:56,429 Segmentron INFO: Epoch: 267/400 || Iters: 14/156 || Lr: 0.003735 || Loss: 0.0070 || Loss_b: 0.0703 || Cost Time: 11:16:51 || Estimated Time: 5:40:37 2020-11-03 21:21:05,522 Segmentron INFO: Epoch: 267/400 || Iters: 24/156 || Lr: 0.003733 || Loss: 0.0070 || Loss_b: 0.0646 || Cost Time: 11:17:00 || Estimated Time: 5:40:27 2020-11-03 21:21:14,770 Segmentron INFO: Epoch: 267/400 || Iters: 34/156 || Lr: 0.003732 || Loss: 0.0103 || Loss_b: 0.0697 || Cost Time: 11:17:09 || Estimated Time: 5:40:17 2020-11-03 21:21:23,890 Segmentron INFO: Epoch: 267/400 || Iters: 44/156 || Lr: 0.003730 || Loss: 0.0103 || Loss_b: 0.0724 || Cost Time: 11:17:18 || Estimated Time: 5:40:07 2020-11-03 21:21:34,743 Segmentron INFO: Epoch: 267/400 || Iters: 54/156 || Lr: 0.003728 || Loss: 0.0053 || Loss_b: 0.0606 || Cost Time: 11:17:29 || Estimated Time: 5:39:58 2020-11-03 21:21:45,025 Segmentron INFO: Epoch: 267/400 || Iters: 64/156 || Lr: 0.003727 || Loss: 0.0096 || Loss_b: 0.0694 || Cost Time: 11:17:39 || Estimated Time: 5:39:48 2020-11-03 21:21:54,076 Segmentron INFO: Epoch: 267/400 || Iters: 74/156 || Lr: 0.003725 || Loss: 0.0089 || Loss_b: 0.0645 || Cost Time: 11:17:48 || Estimated Time: 5:39:38 2020-11-03 21:22:04,539 Segmentron INFO: Epoch: 267/400 || Iters: 84/156 || Lr: 0.003724 || Loss: 0.0075 || Loss_b: 0.0645 || Cost Time: 11:17:59 || Estimated Time: 5:39:29 2020-11-03 21:22:15,700 Segmentron INFO: Epoch: 267/400 || Iters: 94/156 || Lr: 0.003722 || Loss: 0.0069 || Loss_b: 0.0631 || Cost Time: 11:18:10 || Estimated Time: 5:39:19 2020-11-03 21:22:24,299 Segmentron INFO: Epoch: 267/400 || Iters: 104/156 || Lr: 0.003720 || Loss: 0.0106 || Loss_b: 0.0685 || Cost Time: 11:18:19 || Estimated Time: 5:39:09 2020-11-03 21:22:33,399 Segmentron INFO: Epoch: 267/400 || Iters: 114/156 || Lr: 0.003719 || Loss: 0.0066 || Loss_b: 0.0646 || Cost Time: 11:18:28 || Estimated Time: 5:38:59 2020-11-03 21:22:49,550 Segmentron INFO: Epoch: 267/400 || Iters: 124/156 || Lr: 0.003717 || Loss: 0.0070 || Loss_b: 0.0638 || Cost Time: 11:18:44 || Estimated Time: 5:38:52 2020-11-03 21:22:56,576 Segmentron INFO: Epoch: 267/400 || Iters: 134/156 || Lr: 0.003716 || Loss: 0.0085 || Loss_b: 0.0638 || Cost Time: 11:18:51 || Estimated Time: 5:38:41 2020-11-03 21:23:05,774 Segmentron INFO: Epoch: 267/400 || Iters: 144/156 || Lr: 0.003714 || Loss: 0.0082 || Loss_b: 0.0653 || Cost Time: 11:19:00 || Estimated Time: 5:38:31 2020-11-03 21:23:15,101 Segmentron INFO: Epoch: 267/400 || Iters: 154/156 || Lr: 0.003712 || Loss: 0.0108 || Loss_b: 0.0755 || Cost Time: 11:19:09 || Estimated Time: 5:38:21 2020-11-03 21:23:17,762 Segmentron INFO: Epoch 267 model saved in: workdir/a2-2-3-400e/267.pth 2020-11-03 21:23:24,743 Segmentron INFO: Epoch: 268/400 || Iters: 8/156 || Lr: 0.003711 || Loss: 0.0096 || Loss_b: 0.0687 || Cost Time: 11:19:19 || Estimated Time: 5:38:11 2020-11-03 21:23:35,433 Segmentron INFO: Epoch: 268/400 || Iters: 18/156 || Lr: 0.003709 || Loss: 0.0066 || Loss_b: 0.0619 || Cost Time: 11:19:30 || Estimated Time: 5:38:02 2020-11-03 21:23:44,749 Segmentron INFO: Epoch: 268/400 || Iters: 28/156 || Lr: 0.003708 || Loss: 0.0108 || Loss_b: 0.0720 || Cost Time: 11:19:39 || Estimated Time: 5:37:52 2020-11-03 21:23:55,952 Segmentron INFO: Epoch: 268/400 || Iters: 38/156 || Lr: 0.003706 || Loss: 0.0098 || Loss_b: 0.0677 || Cost Time: 11:19:50 || Estimated Time: 5:37:43 2020-11-03 21:24:04,367 Segmentron INFO: Epoch: 268/400 || Iters: 48/156 || Lr: 0.003704 || Loss: 0.0073 || Loss_b: 0.0648 || Cost Time: 11:19:59 || Estimated Time: 5:37:32 2020-11-03 21:24:13,686 Segmentron INFO: Epoch: 268/400 || Iters: 58/156 || Lr: 0.003703 || Loss: 0.0081 || Loss_b: 0.0645 || Cost Time: 11:20:08 || Estimated Time: 5:37:22 2020-11-03 21:24:23,738 Segmentron INFO: Epoch: 268/400 || Iters: 68/156 || Lr: 0.003701 || Loss: 0.0078 || Loss_b: 0.0623 || Cost Time: 11:20:18 || Estimated Time: 5:37:13 2020-11-03 21:24:33,670 Segmentron INFO: Epoch: 268/400 || Iters: 78/156 || Lr: 0.003699 || Loss: 0.0073 || Loss_b: 0.0627 || Cost Time: 11:20:28 || Estimated Time: 5:37:03 2020-11-03 21:24:43,342 Segmentron INFO: Epoch: 268/400 || Iters: 88/156 || Lr: 0.003698 || Loss: 0.0068 || Loss_b: 0.0640 || Cost Time: 11:20:38 || Estimated Time: 5:36:53 2020-11-03 21:24:51,896 Segmentron INFO: Epoch: 268/400 || Iters: 98/156 || Lr: 0.003696 || Loss: 0.0061 || Loss_b: 0.0606 || Cost Time: 11:20:46 || Estimated Time: 5:36:43 2020-11-03 21:25:05,422 Segmentron INFO: Epoch: 268/400 || Iters: 108/156 || Lr: 0.003695 || Loss: 0.0082 || Loss_b: 0.0628 || Cost Time: 11:21:00 || Estimated Time: 5:36:35 2020-11-03 21:25:13,574 Segmentron INFO: Epoch: 268/400 || Iters: 118/156 || Lr: 0.003693 || Loss: 0.0068 || Loss_b: 0.0621 || Cost Time: 11:21:08 || Estimated Time: 5:36:24 2020-11-03 21:25:22,156 Segmentron INFO: Epoch: 268/400 || Iters: 128/156 || Lr: 0.003691 || Loss: 0.0122 || Loss_b: 0.0677 || Cost Time: 11:21:17 || Estimated Time: 5:36:14 2020-11-03 21:25:32,165 Segmentron INFO: Epoch: 268/400 || Iters: 138/156 || Lr: 0.003690 || Loss: 0.0060 || Loss_b: 0.0583 || Cost Time: 11:21:27 || Estimated Time: 5:36:04 2020-11-03 21:25:41,293 Segmentron INFO: Epoch: 268/400 || Iters: 148/156 || Lr: 0.003688 || Loss: 0.0098 || Loss_b: 0.0661 || Cost Time: 11:21:36 || Estimated Time: 5:35:54 2020-11-03 21:25:49,752 Segmentron INFO: Epoch 268 model saved in: workdir/a2-2-3-400e/268.pth 2020-11-03 21:25:51,789 Segmentron INFO: Epoch: 269/400 || Iters: 2/156 || Lr: 0.003687 || Loss: 0.0059 || Loss_b: 0.0592 || Cost Time: 11:21:46 || Estimated Time: 5:35:45 2020-11-03 21:26:03,438 Segmentron INFO: Epoch: 269/400 || Iters: 12/156 || Lr: 0.003685 || Loss: 0.0084 || Loss_b: 0.0681 || Cost Time: 11:21:58 || Estimated Time: 5:35:36 2020-11-03 21:26:12,219 Segmentron INFO: Epoch: 269/400 || Iters: 22/156 || Lr: 0.003683 || Loss: 0.0146 || Loss_b: 0.0831 || Cost Time: 11:22:07 || Estimated Time: 5:35:26 2020-11-03 21:26:21,482 Segmentron INFO: Epoch: 269/400 || Iters: 32/156 || Lr: 0.003682 || Loss: 0.0080 || Loss_b: 0.0666 || Cost Time: 11:22:16 || Estimated Time: 5:35:15 2020-11-03 21:26:31,190 Segmentron INFO: Epoch: 269/400 || Iters: 42/156 || Lr: 0.003680 || Loss: 0.0061 || Loss_b: 0.0618 || Cost Time: 11:22:26 || Estimated Time: 5:35:06 2020-11-03 21:26:40,128 Segmentron INFO: Epoch: 269/400 || Iters: 52/156 || Lr: 0.003679 || Loss: 0.0072 || Loss_b: 0.0601 || Cost Time: 11:22:35 || Estimated Time: 5:34:55 2020-11-03 21:26:51,884 Segmentron INFO: Epoch: 269/400 || Iters: 62/156 || Lr: 0.003677 || Loss: 0.0077 || Loss_b: 0.0639 || Cost Time: 11:22:46 || Estimated Time: 5:34:47 2020-11-03 21:27:00,247 Segmentron INFO: Epoch: 269/400 || Iters: 72/156 || Lr: 0.003675 || Loss: 0.0091 || Loss_b: 0.6104 || Cost Time: 11:22:55 || Estimated Time: 5:34:36 2020-11-03 21:27:09,997 Segmentron INFO: Epoch: 269/400 || Iters: 82/156 || Lr: 0.003674 || Loss: 0.0081 || Loss_b: 0.5145 || Cost Time: 11:23:04 || Estimated Time: 5:34:26 2020-11-03 21:27:19,388 Segmentron INFO: Epoch: 269/400 || Iters: 92/156 || Lr: 0.003672 || Loss: 0.0095 || Loss_b: 0.1733 || Cost Time: 11:23:14 || Estimated Time: 5:34:16 2020-11-03 21:27:29,784 Segmentron INFO: Epoch: 269/400 || Iters: 102/156 || Lr: 0.003670 || Loss: 0.0089 || Loss_b: 0.0723 || Cost Time: 11:23:24 || Estimated Time: 5:34:07 2020-11-03 21:27:38,835 Segmentron INFO: Epoch: 269/400 || Iters: 112/156 || Lr: 0.003669 || Loss: 0.0093 || Loss_b: 0.0761 || Cost Time: 11:23:33 || Estimated Time: 5:33:57 2020-11-03 21:27:47,794 Segmentron INFO: Epoch: 269/400 || Iters: 122/156 || Lr: 0.003667 || Loss: 0.0068 || Loss_b: 0.0812 || Cost Time: 11:23:42 || Estimated Time: 5:33:47 2020-11-03 21:27:57,979 Segmentron INFO: Epoch: 269/400 || Iters: 132/156 || Lr: 0.003666 || Loss: 0.0072 || Loss_b: 0.0758 || Cost Time: 11:23:52 || Estimated Time: 5:33:37 2020-11-03 21:28:08,774 Segmentron INFO: Epoch: 269/400 || Iters: 142/156 || Lr: 0.003664 || Loss: 0.0067 || Loss_b: 0.0642 || Cost Time: 11:24:03 || Estimated Time: 5:33:28 2020-11-03 21:28:17,808 Segmentron INFO: Epoch: 269/400 || Iters: 152/156 || Lr: 0.003662 || Loss: 0.0105 || Loss_b: 0.0752 || Cost Time: 11:24:12 || Estimated Time: 5:33:18 2020-11-03 21:28:23,867 Segmentron INFO: Epoch 269 model saved in: workdir/a2-2-3-400e/269.pth 2020-11-03 21:28:28,918 Segmentron INFO: Epoch: 270/400 || Iters: 6/156 || Lr: 0.003661 || Loss: 0.0105 || Loss_b: 0.0762 || Cost Time: 11:24:23 || Estimated Time: 5:33:08 2020-11-03 21:28:37,323 Segmentron INFO: Epoch: 270/400 || Iters: 16/156 || Lr: 0.003659 || Loss: 0.0078 || Loss_b: 0.0651 || Cost Time: 11:24:32 || Estimated Time: 5:32:58 2020-11-03 21:28:49,709 Segmentron INFO: Epoch: 270/400 || Iters: 26/156 || Lr: 0.003658 || Loss: 0.0104 || Loss_b: 0.0676 || Cost Time: 11:24:44 || Estimated Time: 5:32:49 2020-11-03 21:28:57,679 Segmentron INFO: Epoch: 270/400 || Iters: 36/156 || Lr: 0.003656 || Loss: 0.0115 || Loss_b: 0.0726 || Cost Time: 11:24:52 || Estimated Time: 5:32:39 2020-11-03 21:29:07,618 Segmentron INFO: Epoch: 270/400 || Iters: 46/156 || Lr: 0.003654 || Loss: 0.0079 || Loss_b: 0.0729 || Cost Time: 11:25:02 || Estimated Time: 5:32:29 2020-11-03 21:29:16,905 Segmentron INFO: Epoch: 270/400 || Iters: 56/156 || Lr: 0.003653 || Loss: 0.0075 || Loss_b: 0.0679 || Cost Time: 11:25:11 || Estimated Time: 5:32:19 2020-11-03 21:29:26,782 Segmentron INFO: Epoch: 270/400 || Iters: 66/156 || Lr: 0.003651 || Loss: 0.0098 || Loss_b: 0.0668 || Cost Time: 11:25:21 || Estimated Time: 5:32:09 2020-11-03 21:29:35,385 Segmentron INFO: Epoch: 270/400 || Iters: 76/156 || Lr: 0.003650 || Loss: 0.0092 || Loss_b: 0.0674 || Cost Time: 11:25:30 || Estimated Time: 5:31:59 2020-11-03 21:29:46,284 Segmentron INFO: Epoch: 270/400 || Iters: 86/156 || Lr: 0.003648 || Loss: 0.0069 || Loss_b: 0.0660 || Cost Time: 11:25:41 || Estimated Time: 5:31:50 2020-11-03 21:29:55,755 Segmentron INFO: Epoch: 270/400 || Iters: 96/156 || Lr: 0.003646 || Loss: 0.0137 || Loss_b: 0.0799 || Cost Time: 11:25:50 || Estimated Time: 5:31:40 2020-11-03 21:30:05,516 Segmentron INFO: Epoch: 270/400 || Iters: 106/156 || Lr: 0.003645 || Loss: 0.0087 || Loss_b: 0.0670 || Cost Time: 11:26:00 || Estimated Time: 5:31:30 2020-11-03 21:30:14,503 Segmentron INFO: Epoch: 270/400 || Iters: 116/156 || Lr: 0.003643 || Loss: 0.0131 || Loss_b: 0.0745 || Cost Time: 11:26:09 || Estimated Time: 5:31:20 2020-11-03 21:30:24,642 Segmentron INFO: Epoch: 270/400 || Iters: 126/156 || Lr: 0.003641 || Loss: 0.0088 || Loss_b: 0.0661 || Cost Time: 11:26:19 || Estimated Time: 5:31:10 2020-11-03 21:30:35,423 Segmentron INFO: Epoch: 270/400 || Iters: 136/156 || Lr: 0.003640 || Loss: 0.0058 || Loss_b: 0.0664 || Cost Time: 11:26:30 || Estimated Time: 5:31:01 2020-11-03 21:30:46,115 Segmentron INFO: Epoch: 270/400 || Iters: 146/156 || Lr: 0.003638 || Loss: 0.0084 || Loss_b: 0.0681 || Cost Time: 11:26:41 || Estimated Time: 5:30:52 2020-11-03 21:30:58,609 Segmentron INFO: Epoch: 270/400 || Iters: 0/156 || Lr: 0.003637 || Loss: 0.0086 || Loss_b: 0.0704 || Cost Time: 11:26:53 || Estimated Time: 5:30:43 2020-11-03 21:30:59,126 Segmentron INFO: Epoch 270 model saved in: workdir/a2-2-3-400e/270.pth 2020-11-03 21:31:06,485 Segmentron INFO: Epoch: 271/400 || Iters: 10/156 || Lr: 0.003635 || Loss: 0.0091 || Loss_b: 0.0677 || Cost Time: 11:27:01 || Estimated Time: 5:30:32 2020-11-03 21:31:15,329 Segmentron INFO: Epoch: 271/400 || Iters: 20/156 || Lr: 0.003633 || Loss: 0.0112 || Loss_b: 0.0694 || Cost Time: 11:27:10 || Estimated Time: 5:30:22 2020-11-03 21:31:24,279 Segmentron INFO: Epoch: 271/400 || Iters: 30/156 || Lr: 0.003632 || Loss: 0.0089 || Loss_b: 0.0644 || Cost Time: 11:27:19 || Estimated Time: 5:30:12 2020-11-03 21:31:33,794 Segmentron INFO: Epoch: 271/400 || Iters: 40/156 || Lr: 0.003630 || Loss: 0.0066 || Loss_b: 0.0610 || Cost Time: 11:27:28 || Estimated Time: 5:30:02 2020-11-03 21:31:42,966 Segmentron INFO: Epoch: 271/400 || Iters: 50/156 || Lr: 0.003629 || Loss: 0.0052 || Loss_b: 0.0604 || Cost Time: 11:27:37 || Estimated Time: 5:29:52 2020-11-03 21:31:54,399 Segmentron INFO: Epoch: 271/400 || Iters: 60/156 || Lr: 0.003627 || Loss: 0.0078 || Loss_b: 0.0610 || Cost Time: 11:27:49 || Estimated Time: 5:29:43 2020-11-03 21:32:04,382 Segmentron INFO: Epoch: 271/400 || Iters: 70/156 || Lr: 0.003625 || Loss: 0.0065 || Loss_b: 0.1316 || Cost Time: 11:27:59 || Estimated Time: 5:29:33 2020-11-03 21:32:14,635 Segmentron INFO: Epoch: 271/400 || Iters: 80/156 || Lr: 0.003624 || Loss: 0.0103 || Loss_b: 0.0789 || Cost Time: 11:28:09 || Estimated Time: 5:29:24 2020-11-03 21:32:25,004 Segmentron INFO: Epoch: 271/400 || Iters: 90/156 || Lr: 0.003622 || Loss: 0.0057 || Loss_b: 0.0643 || Cost Time: 11:28:19 || Estimated Time: 5:29:14 2020-11-03 21:32:33,242 Segmentron INFO: Epoch: 271/400 || Iters: 100/156 || Lr: 0.003620 || Loss: 0.0077 || Loss_b: 0.0609 || Cost Time: 11:28:28 || Estimated Time: 5:29:04 2020-11-03 21:32:42,058 Segmentron INFO: Epoch: 271/400 || Iters: 110/156 || Lr: 0.003619 || Loss: 0.0101 || Loss_b: 0.0655 || Cost Time: 11:28:36 || Estimated Time: 5:28:53 2020-11-03 21:32:53,447 Segmentron INFO: Epoch: 271/400 || Iters: 120/156 || Lr: 0.003617 || Loss: 0.0060 || Loss_b: 0.0621 || Cost Time: 11:28:48 || Estimated Time: 5:28:44 2020-11-03 21:33:05,521 Segmentron INFO: Epoch: 271/400 || Iters: 130/156 || Lr: 0.003616 || Loss: 0.0089 || Loss_b: 0.0658 || Cost Time: 11:29:00 || Estimated Time: 5:28:36 2020-11-03 21:33:13,465 Segmentron INFO: Epoch: 271/400 || Iters: 140/156 || Lr: 0.003614 || Loss: 0.0088 || Loss_b: 0.0687 || Cost Time: 11:29:08 || Estimated Time: 5:28:25 2020-11-03 21:33:22,120 Segmentron INFO: Epoch: 271/400 || Iters: 150/156 || Lr: 0.003612 || Loss: 0.0074 || Loss_b: 0.0627 || Cost Time: 11:29:17 || Estimated Time: 5:28:15 2020-11-03 21:33:30,580 Segmentron INFO: Epoch 271 model saved in: workdir/a2-2-3-400e/271.pth 2020-11-03 21:33:33,991 Segmentron INFO: Epoch: 272/400 || Iters: 4/156 || Lr: 0.003611 || Loss: 0.0048 || Loss_b: 0.0632 || Cost Time: 11:29:28 || Estimated Time: 5:28:06 2020-11-03 21:33:44,119 Segmentron INFO: Epoch: 272/400 || Iters: 14/156 || Lr: 0.003609 || Loss: 0.0104 || Loss_b: 0.0649 || Cost Time: 11:29:39 || Estimated Time: 5:27:56 2020-11-03 21:33:53,114 Segmentron INFO: Epoch: 272/400 || Iters: 24/156 || Lr: 0.003608 || Loss: 0.0084 || Loss_b: 0.0641 || Cost Time: 11:29:48 || Estimated Time: 5:27:46 2020-11-03 21:34:01,966 Segmentron INFO: Epoch: 272/400 || Iters: 34/156 || Lr: 0.003606 || Loss: 0.0118 || Loss_b: 0.0736 || Cost Time: 11:29:56 || Estimated Time: 5:27:36 2020-11-03 21:34:12,263 Segmentron INFO: Epoch: 272/400 || Iters: 44/156 || Lr: 0.003604 || Loss: 0.0059 || Loss_b: 0.0586 || Cost Time: 11:30:07 || Estimated Time: 5:27:26 2020-11-03 21:34:21,473 Segmentron INFO: Epoch: 272/400 || Iters: 54/156 || Lr: 0.003603 || Loss: 0.0104 || Loss_b: 0.0700 || Cost Time: 11:30:16 || Estimated Time: 5:27:16 2020-11-03 21:34:31,305 Segmentron INFO: Epoch: 272/400 || Iters: 64/156 || Lr: 0.003601 || Loss: 0.0069 || Loss_b: 0.0620 || Cost Time: 11:30:26 || Estimated Time: 5:27:07 2020-11-03 21:34:41,375 Segmentron INFO: Epoch: 272/400 || Iters: 74/156 || Lr: 0.003599 || Loss: 0.0062 || Loss_b: 0.0605 || Cost Time: 11:30:36 || Estimated Time: 5:26:57 2020-11-03 21:34:50,266 Segmentron INFO: Epoch: 272/400 || Iters: 84/156 || Lr: 0.003598 || Loss: 0.0073 || Loss_b: 0.7300 || Cost Time: 11:30:45 || Estimated Time: 5:26:47 2020-11-03 21:34:59,596 Segmentron INFO: Epoch: 272/400 || Iters: 94/156 || Lr: 0.003596 || Loss: 0.0057 || Loss_b: 0.2749 || Cost Time: 11:30:54 || Estimated Time: 5:26:37 2020-11-03 21:35:12,083 Segmentron INFO: Epoch: 272/400 || Iters: 104/156 || Lr: 0.003595 || Loss: 0.0059 || Loss_b: 0.1485 || Cost Time: 11:31:06 || Estimated Time: 5:26:28 2020-11-03 21:35:21,624 Segmentron INFO: Epoch: 272/400 || Iters: 114/156 || Lr: 0.003593 || Loss: 0.0063 || Loss_b: 0.0748 || Cost Time: 11:31:16 || Estimated Time: 5:26:18 2020-11-03 21:35:30,576 Segmentron INFO: Epoch: 272/400 || Iters: 124/156 || Lr: 0.003591 || Loss: 0.0077 || Loss_b: 0.0716 || Cost Time: 11:31:25 || Estimated Time: 5:26:08 2020-11-03 21:35:39,694 Segmentron INFO: Epoch: 272/400 || Iters: 134/156 || Lr: 0.003590 || Loss: 0.0079 || Loss_b: 0.0686 || Cost Time: 11:31:34 || Estimated Time: 5:25:58 2020-11-03 21:35:48,838 Segmentron INFO: Epoch: 272/400 || Iters: 144/156 || Lr: 0.003588 || Loss: 0.0061 || Loss_b: 0.0629 || Cost Time: 11:31:43 || Estimated Time: 5:25:48 2020-11-03 21:35:58,161 Segmentron INFO: Epoch: 272/400 || Iters: 154/156 || Lr: 0.003587 || Loss: 0.0087 || Loss_b: 0.0686 || Cost Time: 11:31:53 || Estimated Time: 5:25:38 2020-11-03 21:36:00,703 Segmentron INFO: Epoch 272 model saved in: workdir/a2-2-3-400e/272.pth 2020-11-03 21:36:10,843 Segmentron INFO: Epoch: 273/400 || Iters: 8/156 || Lr: 0.003585 || Loss: 0.0076 || Loss_b: 0.0631 || Cost Time: 11:32:05 || Estimated Time: 5:25:30 2020-11-03 21:36:19,631 Segmentron INFO: Epoch: 273/400 || Iters: 18/156 || Lr: 0.003583 || Loss: 0.0084 || Loss_b: 0.0658 || Cost Time: 11:32:14 || Estimated Time: 5:25:19 2020-11-03 21:36:28,340 Segmentron INFO: Epoch: 273/400 || Iters: 28/156 || Lr: 0.003582 || Loss: 0.0057 || Loss_b: 0.0632 || Cost Time: 11:32:23 || Estimated Time: 5:25:09 2020-11-03 21:36:37,173 Segmentron INFO: Epoch: 273/400 || Iters: 38/156 || Lr: 0.003580 || Loss: 0.0076 || Loss_b: 0.0670 || Cost Time: 11:32:32 || Estimated Time: 5:24:59 2020-11-03 21:36:46,275 Segmentron INFO: Epoch: 273/400 || Iters: 48/156 || Lr: 0.003578 || Loss: 0.0122 || Loss_b: 0.0751 || Cost Time: 11:32:41 || Estimated Time: 5:24:49 2020-11-03 21:36:57,139 Segmentron INFO: Epoch: 273/400 || Iters: 58/156 || Lr: 0.003577 || Loss: 0.0064 || Loss_b: 0.0639 || Cost Time: 11:32:52 || Estimated Time: 5:24:39 2020-11-03 21:37:07,020 Segmentron INFO: Epoch: 273/400 || Iters: 68/156 || Lr: 0.003575 || Loss: 0.0072 || Loss_b: 0.0620 || Cost Time: 11:33:01 || Estimated Time: 5:24:30 2020-11-03 21:37:17,121 Segmentron INFO: Epoch: 273/400 || Iters: 78/156 || Lr: 0.003574 || Loss: 0.0062 || Loss_b: 0.0611 || Cost Time: 11:33:12 || Estimated Time: 5:24:20 2020-11-03 21:37:26,556 Segmentron INFO: Epoch: 273/400 || Iters: 88/156 || Lr: 0.003572 || Loss: 0.0066 || Loss_b: 0.0617 || Cost Time: 11:33:21 || Estimated Time: 5:24:10 2020-11-03 21:37:35,846 Segmentron INFO: Epoch: 273/400 || Iters: 98/156 || Lr: 0.003570 || Loss: 0.0080 || Loss_b: 0.0662 || Cost Time: 11:33:30 || Estimated Time: 5:24:00 2020-11-03 21:37:46,212 Segmentron INFO: Epoch: 273/400 || Iters: 108/156 || Lr: 0.003569 || Loss: 0.0093 || Loss_b: 0.0699 || Cost Time: 11:33:41 || Estimated Time: 5:23:51 2020-11-03 21:37:56,708 Segmentron INFO: Epoch: 273/400 || Iters: 118/156 || Lr: 0.003567 || Loss: 0.0055 || Loss_b: 0.0595 || Cost Time: 11:33:51 || Estimated Time: 5:23:41 2020-11-03 21:38:08,539 Segmentron INFO: Epoch: 273/400 || Iters: 128/156 || Lr: 0.003566 || Loss: 0.0141 || Loss_b: 0.0829 || Cost Time: 11:34:03 || Estimated Time: 5:23:32 2020-11-03 21:38:17,439 Segmentron INFO: Epoch: 273/400 || Iters: 138/156 || Lr: 0.003564 || Loss: 0.0081 || Loss_b: 0.0661 || Cost Time: 11:34:12 || Estimated Time: 5:23:22 2020-11-03 21:38:26,397 Segmentron INFO: Epoch: 273/400 || Iters: 148/156 || Lr: 0.003562 || Loss: 0.0100 || Loss_b: 0.0636 || Cost Time: 11:34:21 || Estimated Time: 5:23:12 2020-11-03 21:38:35,839 Segmentron INFO: Epoch 273 model saved in: workdir/a2-2-3-400e/273.pth 2020-11-03 21:38:37,391 Segmentron INFO: Epoch: 274/400 || Iters: 2/156 || Lr: 0.003561 || Loss: 0.0088 || Loss_b: 0.0704 || Cost Time: 11:34:32 || Estimated Time: 5:23:03 2020-11-03 21:38:46,208 Segmentron INFO: Epoch: 274/400 || Iters: 12/156 || Lr: 0.003559 || Loss: 0.0068 || Loss_b: 0.0633 || Cost Time: 11:34:41 || Estimated Time: 5:22:52 2020-11-03 21:38:55,432 Segmentron INFO: Epoch: 274/400 || Iters: 22/156 || Lr: 0.003557 || Loss: 0.0080 || Loss_b: 0.0625 || Cost Time: 11:34:50 || Estimated Time: 5:22:42 2020-11-03 21:39:04,334 Segmentron INFO: Epoch: 274/400 || Iters: 32/156 || Lr: 0.003556 || Loss: 0.0067 || Loss_b: 0.0612 || Cost Time: 11:34:59 || Estimated Time: 5:22:32 2020-11-03 21:39:13,785 Segmentron INFO: Epoch: 274/400 || Iters: 42/156 || Lr: 0.003554 || Loss: 0.0090 || Loss_b: 0.0611 || Cost Time: 11:35:08 || Estimated Time: 5:22:22 2020-11-03 21:39:22,981 Segmentron INFO: Epoch: 274/400 || Iters: 52/156 || Lr: 0.003553 || Loss: 0.0079 || Loss_b: 0.4336 || Cost Time: 11:35:17 || Estimated Time: 5:22:12 2020-11-03 21:39:33,475 Segmentron INFO: Epoch: 274/400 || Iters: 62/156 || Lr: 0.003551 || Loss: 0.0127 || Loss_b: 0.2021 || Cost Time: 11:35:28 || Estimated Time: 5:22:03 2020-11-03 21:39:44,506 Segmentron INFO: Epoch: 274/400 || Iters: 72/156 || Lr: 0.003549 || Loss: 0.0100 || Loss_b: 0.1059 || Cost Time: 11:35:39 || Estimated Time: 5:21:54 2020-11-03 21:39:54,131 Segmentron INFO: Epoch: 274/400 || Iters: 82/156 || Lr: 0.003548 || Loss: 0.0065 || Loss_b: 0.0886 || Cost Time: 11:35:49 || Estimated Time: 5:21:44 2020-11-03 21:40:03,880 Segmentron INFO: Epoch: 274/400 || Iters: 92/156 || Lr: 0.003546 || Loss: 0.0087 || Loss_b: 0.0796 || Cost Time: 11:35:58 || Estimated Time: 5:21:34 2020-11-03 21:40:13,384 Segmentron INFO: Epoch: 274/400 || Iters: 102/156 || Lr: 0.003544 || Loss: 0.0066 || Loss_b: 0.0624 || Cost Time: 11:36:08 || Estimated Time: 5:21:24 2020-11-03 21:40:21,921 Segmentron INFO: Epoch: 274/400 || Iters: 112/156 || Lr: 0.003543 || Loss: 0.0106 || Loss_b: 0.0696 || Cost Time: 11:36:16 || Estimated Time: 5:21:14 2020-11-03 21:40:32,987 Segmentron INFO: Epoch: 274/400 || Iters: 122/156 || Lr: 0.003541 || Loss: 0.0078 || Loss_b: 0.0638 || Cost Time: 11:36:27 || Estimated Time: 5:21:04 2020-11-03 21:40:43,815 Segmentron INFO: Epoch: 274/400 || Iters: 132/156 || Lr: 0.003540 || Loss: 0.0049 || Loss_b: 0.0630 || Cost Time: 11:36:38 || Estimated Time: 5:20:55 2020-11-03 21:40:52,817 Segmentron INFO: Epoch: 274/400 || Iters: 142/156 || Lr: 0.003538 || Loss: 0.0070 || Loss_b: 0.0619 || Cost Time: 11:36:47 || Estimated Time: 5:20:45 2020-11-03 21:41:03,262 Segmentron INFO: Epoch: 274/400 || Iters: 152/156 || Lr: 0.003536 || Loss: 0.0096 || Loss_b: 0.0699 || Cost Time: 11:36:58 || Estimated Time: 5:20:35 2020-11-03 21:41:07,444 Segmentron INFO: Epoch 274 model saved in: workdir/a2-2-3-400e/274.pth 2020-11-03 21:41:12,827 Segmentron INFO: Epoch: 275/400 || Iters: 6/156 || Lr: 0.003535 || Loss: 0.0063 || Loss_b: 0.0604 || Cost Time: 11:37:07 || Estimated Time: 5:20:26 2020-11-03 21:41:22,449 Segmentron INFO: Epoch: 275/400 || Iters: 16/156 || Lr: 0.003533 || Loss: 0.0084 || Loss_b: 0.0688 || Cost Time: 11:37:17 || Estimated Time: 5:20:16 2020-11-03 21:41:36,934 Segmentron INFO: Epoch: 275/400 || Iters: 26/156 || Lr: 0.003532 || Loss: 0.0069 || Loss_b: 0.0625 || Cost Time: 11:37:31 || Estimated Time: 5:20:08 2020-11-03 21:41:44,684 Segmentron INFO: Epoch: 275/400 || Iters: 36/156 || Lr: 0.003530 || Loss: 0.0073 || Loss_b: 0.0647 || Cost Time: 11:37:39 || Estimated Time: 5:19:57 2020-11-03 21:41:54,485 Segmentron INFO: Epoch: 275/400 || Iters: 46/156 || Lr: 0.003528 || Loss: 0.0063 || Loss_b: 0.0631 || Cost Time: 11:37:49 || Estimated Time: 5:19:48 2020-11-03 21:42:02,863 Segmentron INFO: Epoch: 275/400 || Iters: 56/156 || Lr: 0.003527 || Loss: 0.0093 || Loss_b: 0.0649 || Cost Time: 11:37:57 || Estimated Time: 5:19:37 2020-11-03 21:42:12,895 Segmentron INFO: Epoch: 275/400 || Iters: 66/156 || Lr: 0.003525 || Loss: 0.0086 || Loss_b: 0.0684 || Cost Time: 11:38:07 || Estimated Time: 5:19:27 2020-11-03 21:42:22,219 Segmentron INFO: Epoch: 275/400 || Iters: 76/156 || Lr: 0.003523 || Loss: 0.0051 || Loss_b: 0.0574 || Cost Time: 11:38:17 || Estimated Time: 5:19:17 2020-11-03 21:42:31,359 Segmentron INFO: Epoch: 275/400 || Iters: 86/156 || Lr: 0.003522 || Loss: 0.0081 || Loss_b: 0.0661 || Cost Time: 11:38:26 || Estimated Time: 5:19:07 2020-11-03 21:42:40,100 Segmentron INFO: Epoch: 275/400 || Iters: 96/156 || Lr: 0.003520 || Loss: 0.0098 || Loss_b: 0.0653 || Cost Time: 11:38:34 || Estimated Time: 5:18:57 2020-11-03 21:42:50,221 Segmentron INFO: Epoch: 275/400 || Iters: 106/156 || Lr: 0.003519 || Loss: 0.0086 || Loss_b: 0.0673 || Cost Time: 11:38:45 || Estimated Time: 5:18:48 2020-11-03 21:43:00,429 Segmentron INFO: Epoch: 275/400 || Iters: 116/156 || Lr: 0.003517 || Loss: 0.0067 || Loss_b: 0.0591 || Cost Time: 11:38:55 || Estimated Time: 5:18:38 2020-11-03 21:43:09,673 Segmentron INFO: Epoch: 275/400 || Iters: 126/156 || Lr: 0.003515 || Loss: 0.0087 || Loss_b: 0.0675 || Cost Time: 11:39:04 || Estimated Time: 5:18:28 2020-11-03 21:43:18,756 Segmentron INFO: Epoch: 275/400 || Iters: 136/156 || Lr: 0.003514 || Loss: 0.0081 || Loss_b: 0.4273 || Cost Time: 11:39:13 || Estimated Time: 5:18:18 2020-11-03 21:43:30,050 Segmentron INFO: Epoch: 275/400 || Iters: 146/156 || Lr: 0.003512 || Loss: 0.0078 || Loss_b: 0.2067 || Cost Time: 11:39:24 || Estimated Time: 5:18:09 2020-11-03 21:43:39,295 Segmentron INFO: Epoch: 275/400 || Iters: 0/156 || Lr: 0.003510 || Loss: 0.0068 || Loss_b: 0.1048 || Cost Time: 11:39:34 || Estimated Time: 5:17:59 2020-11-03 21:43:39,912 Segmentron INFO: Epoch 275 model saved in: workdir/a2-2-3-400e/275.pth 2020-11-03 21:43:48,565 Segmentron INFO: Epoch: 276/400 || Iters: 10/156 || Lr: 0.003509 || Loss: 0.0071 || Loss_b: 0.0668 || Cost Time: 11:39:43 || Estimated Time: 5:17:49 2020-11-03 21:43:59,060 Segmentron INFO: Epoch: 276/400 || Iters: 20/156 || Lr: 0.003507 || Loss: 0.0066 || Loss_b: 0.0623 || Cost Time: 11:39:53 || Estimated Time: 5:17:39 2020-11-03 21:44:08,859 Segmentron INFO: Epoch: 276/400 || Iters: 30/156 || Lr: 0.003506 || Loss: 0.0088 || Loss_b: 0.0700 || Cost Time: 11:40:03 || Estimated Time: 5:17:29 2020-11-03 21:44:19,329 Segmentron INFO: Epoch: 276/400 || Iters: 40/156 || Lr: 0.003504 || Loss: 0.0082 || Loss_b: 0.0640 || Cost Time: 11:40:14 || Estimated Time: 5:17:20 2020-11-03 21:44:29,442 Segmentron INFO: Epoch: 276/400 || Iters: 50/156 || Lr: 0.003502 || Loss: 0.0094 || Loss_b: 0.0669 || Cost Time: 11:40:24 || Estimated Time: 5:17:10 2020-11-03 21:44:39,276 Segmentron INFO: Epoch: 276/400 || Iters: 60/156 || Lr: 0.003501 || Loss: 0.0105 || Loss_b: 0.0692 || Cost Time: 11:40:34 || Estimated Time: 5:17:01 2020-11-03 21:44:50,285 Segmentron INFO: Epoch: 276/400 || Iters: 70/156 || Lr: 0.003499 || Loss: 0.0080 || Loss_b: 0.0643 || Cost Time: 11:40:45 || Estimated Time: 5:16:51 2020-11-03 21:44:58,691 Segmentron INFO: Epoch: 276/400 || Iters: 80/156 || Lr: 0.003498 || Loss: 0.0075 || Loss_b: 0.0654 || Cost Time: 11:40:53 || Estimated Time: 5:16:41 2020-11-03 21:45:09,455 Segmentron INFO: Epoch: 276/400 || Iters: 90/156 || Lr: 0.003496 || Loss: 0.0057 || Loss_b: 0.0585 || Cost Time: 11:41:04 || Estimated Time: 5:16:32 2020-11-03 21:45:18,132 Segmentron INFO: Epoch: 276/400 || Iters: 100/156 || Lr: 0.003494 || Loss: 0.0061 || Loss_b: 0.0588 || Cost Time: 11:41:13 || Estimated Time: 5:16:21 2020-11-03 21:45:26,923 Segmentron INFO: Epoch: 276/400 || Iters: 110/156 || Lr: 0.003493 || Loss: 0.0074 || Loss_b: 0.0611 || Cost Time: 11:41:21 || Estimated Time: 5:16:11 2020-11-03 21:45:37,012 Segmentron INFO: Epoch: 276/400 || Iters: 120/156 || Lr: 0.003491 || Loss: 0.0075 || Loss_b: 0.0637 || Cost Time: 11:41:31 || Estimated Time: 5:16:01 2020-11-03 21:45:46,576 Segmentron INFO: Epoch: 276/400 || Iters: 130/156 || Lr: 0.003489 || Loss: 0.0054 || Loss_b: 0.0635 || Cost Time: 11:41:41 || Estimated Time: 5:15:52 2020-11-03 21:45:56,008 Segmentron INFO: Epoch: 276/400 || Iters: 140/156 || Lr: 0.003488 || Loss: 0.0071 || Loss_b: 0.0642 || Cost Time: 11:41:50 || Estimated Time: 5:15:42 2020-11-03 21:46:06,852 Segmentron INFO: Epoch: 276/400 || Iters: 150/156 || Lr: 0.003486 || Loss: 0.0069 || Loss_b: 0.4141 || Cost Time: 11:42:01 || Estimated Time: 5:15:32 2020-11-03 21:46:13,002 Segmentron INFO: Epoch 276 model saved in: workdir/a2-2-3-400e/276.pth 2020-11-03 21:46:16,636 Segmentron INFO: Epoch: 277/400 || Iters: 4/156 || Lr: 0.003485 || Loss: 0.0075 || Loss_b: 0.1247 || Cost Time: 11:42:11 || Estimated Time: 5:15:22 2020-11-03 21:46:27,291 Segmentron INFO: Epoch: 277/400 || Iters: 14/156 || Lr: 0.003483 || Loss: 0.0088 || Loss_b: 0.1377 || Cost Time: 11:42:22 || Estimated Time: 5:15:13 2020-11-03 21:46:35,981 Segmentron INFO: Epoch: 277/400 || Iters: 24/156 || Lr: 0.003481 || Loss: 0.0106 || Loss_b: 0.0692 || Cost Time: 11:42:30 || Estimated Time: 5:15:03 2020-11-03 21:46:45,234 Segmentron INFO: Epoch: 277/400 || Iters: 34/156 || Lr: 0.003480 || Loss: 0.0105 || Loss_b: 0.0814 || Cost Time: 11:42:40 || Estimated Time: 5:14:53 2020-11-03 21:46:55,816 Segmentron INFO: Epoch: 277/400 || Iters: 44/156 || Lr: 0.003478 || Loss: 0.0050 || Loss_b: 0.0676 || Cost Time: 11:42:50 || Estimated Time: 5:14:43 2020-11-03 21:47:05,572 Segmentron INFO: Epoch: 277/400 || Iters: 54/156 || Lr: 0.003476 || Loss: 0.0062 || Loss_b: 0.0649 || Cost Time: 11:43:00 || Estimated Time: 5:14:34 2020-11-03 21:47:15,797 Segmentron INFO: Epoch: 277/400 || Iters: 64/156 || Lr: 0.003475 || Loss: 0.0107 || Loss_b: 0.0721 || Cost Time: 11:43:10 || Estimated Time: 5:14:24 2020-11-03 21:47:25,043 Segmentron INFO: Epoch: 277/400 || Iters: 74/156 || Lr: 0.003473 || Loss: 0.0079 || Loss_b: 0.0678 || Cost Time: 11:43:19 || Estimated Time: 5:14:14 2020-11-03 21:47:34,525 Segmentron INFO: Epoch: 277/400 || Iters: 84/156 || Lr: 0.003472 || Loss: 0.0063 || Loss_b: 0.0624 || Cost Time: 11:43:29 || Estimated Time: 5:14:04 2020-11-03 21:47:45,663 Segmentron INFO: Epoch: 277/400 || Iters: 94/156 || Lr: 0.003470 || Loss: 0.0052 || Loss_b: 0.0597 || Cost Time: 11:43:40 || Estimated Time: 5:13:55 2020-11-03 21:47:55,724 Segmentron INFO: Epoch: 277/400 || Iters: 104/156 || Lr: 0.003468 || Loss: 0.0094 || Loss_b: 0.0620 || Cost Time: 11:43:50 || Estimated Time: 5:13:45 2020-11-03 21:48:06,072 Segmentron INFO: Epoch: 277/400 || Iters: 114/156 || Lr: 0.003467 || Loss: 0.0073 || Loss_b: 0.0610 || Cost Time: 11:44:00 || Estimated Time: 5:13:36 2020-11-03 21:48:15,747 Segmentron INFO: Epoch: 277/400 || Iters: 124/156 || Lr: 0.003465 || Loss: 0.0067 || Loss_b: 0.0634 || Cost Time: 11:44:10 || Estimated Time: 5:13:26 2020-11-03 21:48:25,118 Segmentron INFO: Epoch: 277/400 || Iters: 134/156 || Lr: 0.003463 || Loss: 0.0143 || Loss_b: 0.0859 || Cost Time: 11:44:20 || Estimated Time: 5:13:16 2020-11-03 21:48:35,704 Segmentron INFO: Epoch: 277/400 || Iters: 144/156 || Lr: 0.003462 || Loss: 0.0103 || Loss_b: 0.4486 || Cost Time: 11:44:30 || Estimated Time: 5:13:06 2020-11-03 21:48:44,902 Segmentron INFO: Epoch: 277/400 || Iters: 154/156 || Lr: 0.003460 || Loss: 0.0166 || Loss_b: 0.0876 || Cost Time: 11:44:39 || Estimated Time: 5:12:56 2020-11-03 21:48:47,207 Segmentron INFO: Epoch 277 model saved in: workdir/a2-2-3-400e/277.pth 2020-11-03 21:48:54,477 Segmentron INFO: Epoch: 278/400 || Iters: 8/156 || Lr: 0.003459 || Loss: 0.0074 || Loss_b: 0.1354 || Cost Time: 11:44:49 || Estimated Time: 5:12:47 2020-11-03 21:49:02,984 Segmentron INFO: Epoch: 278/400 || Iters: 18/156 || Lr: 0.003457 || Loss: 0.0083 || Loss_b: 0.1154 || Cost Time: 11:44:57 || Estimated Time: 5:12:36 2020-11-03 21:49:18,458 Segmentron INFO: Epoch: 278/400 || Iters: 28/156 || Lr: 0.003455 || Loss: 0.0068 || Loss_b: 0.0781 || Cost Time: 11:45:13 || Estimated Time: 5:12:29 2020-11-03 21:49:26,377 Segmentron INFO: Epoch: 278/400 || Iters: 38/156 || Lr: 0.003454 || Loss: 0.0094 || Loss_b: 0.0684 || Cost Time: 11:45:21 || Estimated Time: 5:12:18 2020-11-03 21:49:34,777 Segmentron INFO: Epoch: 278/400 || Iters: 48/156 || Lr: 0.003452 || Loss: 0.0114 || Loss_b: 0.0816 || Cost Time: 11:45:29 || Estimated Time: 5:12:08 2020-11-03 21:49:44,798 Segmentron INFO: Epoch: 278/400 || Iters: 58/156 || Lr: 0.003450 || Loss: 0.0079 || Loss_b: 0.0713 || Cost Time: 11:45:39 || Estimated Time: 5:11:58 2020-11-03 21:49:54,129 Segmentron INFO: Epoch: 278/400 || Iters: 68/156 || Lr: 0.003449 || Loss: 0.0064 || Loss_b: 0.1088 || Cost Time: 11:45:49 || Estimated Time: 5:11:48 2020-11-03 21:50:04,001 Segmentron INFO: Epoch: 278/400 || Iters: 78/156 || Lr: 0.003447 || Loss: 0.0113 || Loss_b: 0.1678 || Cost Time: 11:45:58 || Estimated Time: 5:11:38 2020-11-03 21:50:13,316 Segmentron INFO: Epoch: 278/400 || Iters: 88/156 || Lr: 0.003446 || Loss: 0.0077 || Loss_b: 0.0976 || Cost Time: 11:46:08 || Estimated Time: 5:11:28 2020-11-03 21:50:24,167 Segmentron INFO: Epoch: 278/400 || Iters: 98/156 || Lr: 0.003444 || Loss: 0.0082 || Loss_b: 0.0826 || Cost Time: 11:46:19 || Estimated Time: 5:11:19 2020-11-03 21:50:33,576 Segmentron INFO: Epoch: 278/400 || Iters: 108/156 || Lr: 0.003442 || Loss: 0.0093 || Loss_b: 0.0789 || Cost Time: 11:46:28 || Estimated Time: 5:11:09 2020-11-03 21:50:42,599 Segmentron INFO: Epoch: 278/400 || Iters: 118/156 || Lr: 0.003441 || Loss: 0.0072 || Loss_b: 0.0672 || Cost Time: 11:46:37 || Estimated Time: 5:10:59 2020-11-03 21:50:53,861 Segmentron INFO: Epoch: 278/400 || Iters: 128/156 || Lr: 0.003439 || Loss: 0.0079 || Loss_b: 0.0671 || Cost Time: 11:46:48 || Estimated Time: 5:10:50 2020-11-03 21:51:03,898 Segmentron INFO: Epoch: 278/400 || Iters: 138/156 || Lr: 0.003437 || Loss: 0.0056 || Loss_b: 0.0623 || Cost Time: 11:46:58 || Estimated Time: 5:10:40 2020-11-03 21:51:11,971 Segmentron INFO: Epoch: 278/400 || Iters: 148/156 || Lr: 0.003436 || Loss: 0.0060 || Loss_b: 0.0640 || Cost Time: 11:47:06 || Estimated Time: 5:10:30 2020-11-03 21:51:21,402 Segmentron INFO: Epoch 278 model saved in: workdir/a2-2-3-400e/278.pth 2020-11-03 21:51:23,544 Segmentron INFO: Epoch: 279/400 || Iters: 2/156 || Lr: 0.003434 || Loss: 0.0057 || Loss_b: 0.0580 || Cost Time: 11:47:18 || Estimated Time: 5:10:21 2020-11-03 21:51:33,553 Segmentron INFO: Epoch: 279/400 || Iters: 12/156 || Lr: 0.003433 || Loss: 0.0082 || Loss_b: 0.0690 || Cost Time: 11:47:28 || Estimated Time: 5:10:11 2020-11-03 21:51:42,264 Segmentron INFO: Epoch: 279/400 || Iters: 22/156 || Lr: 0.003431 || Loss: 0.0063 || Loss_b: 0.0626 || Cost Time: 11:47:37 || Estimated Time: 5:10:01 2020-11-03 21:51:51,269 Segmentron INFO: Epoch: 279/400 || Iters: 32/156 || Lr: 0.003429 || Loss: 0.0072 || Loss_b: 0.0635 || Cost Time: 11:47:46 || Estimated Time: 5:09:51 2020-11-03 21:52:00,164 Segmentron INFO: Epoch: 279/400 || Iters: 42/156 || Lr: 0.003428 || Loss: 0.0058 || Loss_b: 0.0679 || Cost Time: 11:47:55 || Estimated Time: 5:09:41 2020-11-03 21:52:09,494 Segmentron INFO: Epoch: 279/400 || Iters: 52/156 || Lr: 0.003426 || Loss: 0.0073 || Loss_b: 0.0606 || Cost Time: 11:48:04 || Estimated Time: 5:09:31 2020-11-03 21:52:21,268 Segmentron INFO: Epoch: 279/400 || Iters: 62/156 || Lr: 0.003424 || Loss: 0.0081 || Loss_b: 0.0676 || Cost Time: 11:48:16 || Estimated Time: 5:09:22 2020-11-03 21:52:31,216 Segmentron INFO: Epoch: 279/400 || Iters: 72/156 || Lr: 0.003423 || Loss: 0.0094 || Loss_b: 0.0636 || Cost Time: 11:48:26 || Estimated Time: 5:09:12 2020-11-03 21:52:39,579 Segmentron INFO: Epoch: 279/400 || Iters: 82/156 || Lr: 0.003421 || Loss: 0.0086 || Loss_b: 0.0663 || Cost Time: 11:48:34 || Estimated Time: 5:09:01 2020-11-03 21:52:48,482 Segmentron INFO: Epoch: 279/400 || Iters: 92/156 || Lr: 0.003420 || Loss: 0.0110 || Loss_b: 0.0712 || Cost Time: 11:48:43 || Estimated Time: 5:08:51 2020-11-03 21:52:57,835 Segmentron INFO: Epoch: 279/400 || Iters: 102/156 || Lr: 0.003418 || Loss: 0.0076 || Loss_b: 0.0629 || Cost Time: 11:48:52 || Estimated Time: 5:08:41 2020-11-03 21:53:07,411 Segmentron INFO: Epoch: 279/400 || Iters: 112/156 || Lr: 0.003416 || Loss: 0.0066 || Loss_b: 0.0601 || Cost Time: 11:49:02 || Estimated Time: 5:08:31 2020-11-03 21:53:16,552 Segmentron INFO: Epoch: 279/400 || Iters: 122/156 || Lr: 0.003415 || Loss: 0.0123 || Loss_b: 0.0681 || Cost Time: 11:49:11 || Estimated Time: 5:08:21 2020-11-03 21:53:27,538 Segmentron INFO: Epoch: 279/400 || Iters: 132/156 || Lr: 0.003413 || Loss: 0.0076 || Loss_b: 0.0618 || Cost Time: 11:49:22 || Estimated Time: 5:08:12 2020-11-03 21:53:38,155 Segmentron INFO: Epoch: 279/400 || Iters: 142/156 || Lr: 0.003411 || Loss: 0.0082 || Loss_b: 0.0654 || Cost Time: 11:49:33 || Estimated Time: 5:08:03 2020-11-03 21:53:47,429 Segmentron INFO: Epoch: 279/400 || Iters: 152/156 || Lr: 0.003410 || Loss: 0.0061 || Loss_b: 0.5847 || Cost Time: 11:49:42 || Estimated Time: 5:07:53 2020-11-03 21:53:51,786 Segmentron INFO: Epoch 279 model saved in: workdir/a2-2-3-400e/279.pth 2020-11-03 21:53:57,304 Segmentron INFO: Epoch: 280/400 || Iters: 6/156 || Lr: 0.003408 || Loss: 0.0113 || Loss_b: 0.3313 || Cost Time: 11:49:52 || Estimated Time: 5:07:43 2020-11-03 21:54:06,126 Segmentron INFO: Epoch: 280/400 || Iters: 16/156 || Lr: 0.003407 || Loss: 0.0093 || Loss_b: 0.1742 || Cost Time: 11:50:01 || Estimated Time: 5:07:33 2020-11-03 21:54:17,356 Segmentron INFO: Epoch: 280/400 || Iters: 26/156 || Lr: 0.003405 || Loss: 0.0101 || Loss_b: 0.1223 || Cost Time: 11:50:12 || Estimated Time: 5:07:24 2020-11-03 21:54:27,588 Segmentron INFO: Epoch: 280/400 || Iters: 36/156 || Lr: 0.003403 || Loss: 0.0069 || Loss_b: 0.0767 || Cost Time: 11:50:22 || Estimated Time: 5:07:14 2020-11-03 21:54:36,506 Segmentron INFO: Epoch: 280/400 || Iters: 46/156 || Lr: 0.003402 || Loss: 0.0092 || Loss_b: 0.0695 || Cost Time: 11:50:31 || Estimated Time: 5:07:04 2020-11-03 21:54:45,756 Segmentron INFO: Epoch: 280/400 || Iters: 56/156 || Lr: 0.003400 || Loss: 0.0061 || Loss_b: 0.0624 || Cost Time: 11:50:40 || Estimated Time: 5:06:54 2020-11-03 21:54:56,462 Segmentron INFO: Epoch: 280/400 || Iters: 66/156 || Lr: 0.003398 || Loss: 0.0080 || Loss_b: 0.0655 || Cost Time: 11:50:51 || Estimated Time: 5:06:44 2020-11-03 21:55:05,309 Segmentron INFO: Epoch: 280/400 || Iters: 76/156 || Lr: 0.003397 || Loss: 0.0064 || Loss_b: 0.0658 || Cost Time: 11:51:00 || Estimated Time: 5:06:34 2020-11-03 21:55:15,401 Segmentron INFO: Epoch: 280/400 || Iters: 86/156 || Lr: 0.003395 || Loss: 0.0090 || Loss_b: 0.0730 || Cost Time: 11:51:10 || Estimated Time: 5:06:25 2020-11-03 21:55:24,948 Segmentron INFO: Epoch: 280/400 || Iters: 96/156 || Lr: 0.003394 || Loss: 0.0064 || Loss_b: 0.0685 || Cost Time: 11:51:19 || Estimated Time: 5:06:15 2020-11-03 21:55:34,659 Segmentron INFO: Epoch: 280/400 || Iters: 106/156 || Lr: 0.003392 || Loss: 0.0075 || Loss_b: 0.0767 || Cost Time: 11:51:29 || Estimated Time: 5:06:05 2020-11-03 21:55:46,073 Segmentron INFO: Epoch: 280/400 || Iters: 116/156 || Lr: 0.003390 || Loss: 0.0076 || Loss_b: 0.2245 || Cost Time: 11:51:40 || Estimated Time: 5:05:56 2020-11-03 21:55:55,148 Segmentron INFO: Epoch: 280/400 || Iters: 126/156 || Lr: 0.003389 || Loss: 0.0064 || Loss_b: 0.1424 || Cost Time: 11:51:50 || Estimated Time: 5:05:46 2020-11-03 21:56:03,571 Segmentron INFO: Epoch: 280/400 || Iters: 136/156 || Lr: 0.003387 || Loss: 0.0062 || Loss_b: 0.0779 || Cost Time: 11:51:58 || Estimated Time: 5:05:35 2020-11-03 21:56:14,375 Segmentron INFO: Epoch: 280/400 || Iters: 146/156 || Lr: 0.003385 || Loss: 0.0081 || Loss_b: 0.0660 || Cost Time: 11:52:09 || Estimated Time: 5:05:26 2020-11-03 21:56:23,591 Segmentron INFO: Epoch: 280/400 || Iters: 0/156 || Lr: 0.003384 || Loss: 0.0078 || Loss_b: 0.0645 || Cost Time: 11:52:18 || Estimated Time: 5:05:16 2020-11-03 21:56:24,480 Segmentron INFO: Epoch 280 model saved in: workdir/a2-2-3-400e/280.pth 2020-11-03 21:56:33,415 Segmentron INFO: Epoch: 281/400 || Iters: 10/156 || Lr: 0.003382 || Loss: 0.0073 || Loss_b: 0.0689 || Cost Time: 11:52:28 || Estimated Time: 5:05:06 2020-11-03 21:56:42,506 Segmentron INFO: Epoch: 281/400 || Iters: 20/156 || Lr: 0.003381 || Loss: 0.0059 || Loss_b: 0.0677 || Cost Time: 11:52:37 || Estimated Time: 5:04:56 2020-11-03 21:56:52,801 Segmentron INFO: Epoch: 281/400 || Iters: 30/156 || Lr: 0.003379 || Loss: 0.0076 || Loss_b: 0.0641 || Cost Time: 11:52:47 || Estimated Time: 5:04:47 2020-11-03 21:57:02,617 Segmentron INFO: Epoch: 281/400 || Iters: 40/156 || Lr: 0.003377 || Loss: 0.0079 || Loss_b: 0.0617 || Cost Time: 11:52:57 || Estimated Time: 5:04:37 2020-11-03 21:57:13,543 Segmentron INFO: Epoch: 281/400 || Iters: 50/156 || Lr: 0.003376 || Loss: 0.0078 || Loss_b: 0.0687 || Cost Time: 11:53:08 || Estimated Time: 5:04:28 2020-11-03 21:57:23,102 Segmentron INFO: Epoch: 281/400 || Iters: 60/156 || Lr: 0.003374 || Loss: 0.0071 || Loss_b: 0.0932 || Cost Time: 11:53:17 || Estimated Time: 5:04:18 2020-11-03 21:57:32,199 Segmentron INFO: Epoch: 281/400 || Iters: 70/156 || Lr: 0.003372 || Loss: 0.0156 || Loss_b: 0.0807 || Cost Time: 11:53:27 || Estimated Time: 5:04:08 2020-11-03 21:57:40,816 Segmentron INFO: Epoch: 281/400 || Iters: 80/156 || Lr: 0.003371 || Loss: 0.0138 || Loss_b: 0.0654 || Cost Time: 11:53:35 || Estimated Time: 5:03:57 2020-11-03 21:57:51,286 Segmentron INFO: Epoch: 281/400 || Iters: 90/156 || Lr: 0.003369 || Loss: 0.0107 || Loss_b: 0.0788 || Cost Time: 11:53:46 || Estimated Time: 5:03:48 2020-11-03 21:58:00,769 Segmentron INFO: Epoch: 281/400 || Iters: 100/156 || Lr: 0.003368 || Loss: 0.0061 || Loss_b: 0.0668 || Cost Time: 11:53:55 || Estimated Time: 5:03:38 2020-11-03 21:58:10,096 Segmentron INFO: Epoch: 281/400 || Iters: 110/156 || Lr: 0.003366 || Loss: 0.0151 || Loss_b: 0.0813 || Cost Time: 11:54:04 || Estimated Time: 5:03:28 2020-11-03 21:58:20,055 Segmentron INFO: Epoch: 281/400 || Iters: 120/156 || Lr: 0.003364 || Loss: 0.0070 || Loss_b: 0.0674 || Cost Time: 11:54:14 || Estimated Time: 5:03:18 2020-11-03 21:58:29,977 Segmentron INFO: Epoch: 281/400 || Iters: 130/156 || Lr: 0.003363 || Loss: 0.0093 || Loss_b: 0.0657 || Cost Time: 11:54:24 || Estimated Time: 5:03:08 2020-11-03 21:58:44,598 Segmentron INFO: Epoch: 281/400 || Iters: 140/156 || Lr: 0.003361 || Loss: 0.0192 || Loss_b: 0.0702 || Cost Time: 11:54:39 || Estimated Time: 5:03:01 2020-11-03 21:58:52,445 Segmentron INFO: Epoch: 281/400 || Iters: 150/156 || Lr: 0.003359 || Loss: 0.0109 || Loss_b: 0.0811 || Cost Time: 11:54:47 || Estimated Time: 5:02:50 2020-11-03 21:58:58,295 Segmentron INFO: Epoch 281 model saved in: workdir/a2-2-3-400e/281.pth 2020-11-03 21:59:01,863 Segmentron INFO: Epoch: 282/400 || Iters: 4/156 || Lr: 0.003358 || Loss: 0.0086 || Loss_b: 0.0629 || Cost Time: 11:54:56 || Estimated Time: 5:02:40 2020-11-03 21:59:10,887 Segmentron INFO: Epoch: 282/400 || Iters: 14/156 || Lr: 0.003356 || Loss: 0.0078 || Loss_b: 0.0692 || Cost Time: 11:55:05 || Estimated Time: 5:02:30 2020-11-03 21:59:19,864 Segmentron INFO: Epoch: 282/400 || Iters: 24/156 || Lr: 0.003355 || Loss: 0.0096 || Loss_b: 0.0643 || Cost Time: 11:55:14 || Estimated Time: 5:02:20 2020-11-03 21:59:30,096 Segmentron INFO: Epoch: 282/400 || Iters: 34/156 || Lr: 0.003353 || Loss: 0.0084 || Loss_b: 0.0642 || Cost Time: 11:55:24 || Estimated Time: 5:02:10 2020-11-03 21:59:40,248 Segmentron INFO: Epoch: 282/400 || Iters: 44/156 || Lr: 0.003351 || Loss: 0.0092 || Loss_b: 0.0667 || Cost Time: 11:55:35 || Estimated Time: 5:02:01 2020-11-03 21:59:50,776 Segmentron INFO: Epoch: 282/400 || Iters: 54/156 || Lr: 0.003350 || Loss: 0.0090 || Loss_b: 0.0702 || Cost Time: 11:55:45 || Estimated Time: 5:01:51 2020-11-03 22:00:00,490 Segmentron INFO: Epoch: 282/400 || Iters: 64/156 || Lr: 0.003348 || Loss: 0.0084 || Loss_b: 0.0623 || Cost Time: 11:55:55 || Estimated Time: 5:01:41 2020-11-03 22:00:10,612 Segmentron INFO: Epoch: 282/400 || Iters: 74/156 || Lr: 0.003346 || Loss: 0.0138 || Loss_b: 0.0655 || Cost Time: 11:56:05 || Estimated Time: 5:01:32 2020-11-03 22:00:20,248 Segmentron INFO: Epoch: 282/400 || Iters: 84/156 || Lr: 0.003345 || Loss: 0.0099 || Loss_b: 0.0643 || Cost Time: 11:56:15 || Estimated Time: 5:01:22 2020-11-03 22:00:29,426 Segmentron INFO: Epoch: 282/400 || Iters: 94/156 || Lr: 0.003343 || Loss: 0.0131 || Loss_b: 0.0643 || Cost Time: 11:56:24 || Estimated Time: 5:01:12 2020-11-03 22:00:39,574 Segmentron INFO: Epoch: 282/400 || Iters: 104/156 || Lr: 0.003342 || Loss: 0.0102 || Loss_b: 0.0735 || Cost Time: 11:56:34 || Estimated Time: 5:01:02 2020-11-03 22:00:53,500 Segmentron INFO: Epoch: 282/400 || Iters: 114/156 || Lr: 0.003340 || Loss: 0.0073 || Loss_b: 0.0623 || Cost Time: 11:56:48 || Estimated Time: 5:00:54 2020-11-03 22:01:01,691 Segmentron INFO: Epoch: 282/400 || Iters: 124/156 || Lr: 0.003338 || Loss: 0.0058 || Loss_b: 0.0671 || Cost Time: 11:56:56 || Estimated Time: 5:00:44 2020-11-03 22:01:10,752 Segmentron INFO: Epoch: 282/400 || Iters: 134/156 || Lr: 0.003337 || Loss: 0.0070 || Loss_b: 0.0621 || Cost Time: 11:57:05 || Estimated Time: 5:00:34 2020-11-03 22:01:20,807 Segmentron INFO: Epoch: 282/400 || Iters: 144/156 || Lr: 0.003335 || Loss: 0.0071 || Loss_b: 0.0706 || Cost Time: 11:57:15 || Estimated Time: 5:00:24 2020-11-03 22:01:31,364 Segmentron INFO: Epoch: 282/400 || Iters: 154/156 || Lr: 0.003333 || Loss: 0.0099 || Loss_b: 0.0701 || Cost Time: 11:57:26 || Estimated Time: 5:00:15 2020-11-03 22:01:33,845 Segmentron INFO: Epoch 282 model saved in: workdir/a2-2-3-400e/282.pth 2020-11-03 22:01:40,805 Segmentron INFO: Epoch: 283/400 || Iters: 8/156 || Lr: 0.003332 || Loss: 0.0126 || Loss_b: 0.0716 || Cost Time: 11:57:35 || Estimated Time: 5:00:05 2020-11-03 22:01:52,964 Segmentron INFO: Epoch: 283/400 || Iters: 18/156 || Lr: 0.003330 || Loss: 0.0054 || Loss_b: 0.0616 || Cost Time: 11:57:47 || Estimated Time: 4:59:56 2020-11-03 22:02:02,353 Segmentron INFO: Epoch: 283/400 || Iters: 28/156 || Lr: 0.003328 || Loss: 0.0064 || Loss_b: 0.0631 || Cost Time: 11:57:57 || Estimated Time: 4:59:46 2020-11-03 22:02:11,204 Segmentron INFO: Epoch: 283/400 || Iters: 38/156 || Lr: 0.003327 || Loss: 0.0062 || Loss_b: 0.4883 || Cost Time: 11:58:06 || Estimated Time: 4:59:36 2020-11-03 22:02:21,071 Segmentron INFO: Epoch: 283/400 || Iters: 48/156 || Lr: 0.003325 || Loss: 0.0084 || Loss_b: 0.8972 || Cost Time: 11:58:15 || Estimated Time: 4:59:26 2020-11-03 22:02:30,976 Segmentron INFO: Epoch: 283/400 || Iters: 58/156 || Lr: 0.003324 || Loss: 0.0088 || Loss_b: 0.8927 || Cost Time: 11:58:25 || Estimated Time: 4:59:16 2020-11-03 22:02:40,601 Segmentron INFO: Epoch: 283/400 || Iters: 68/156 || Lr: 0.003322 || Loss: 0.0076 || Loss_b: 0.9014 || Cost Time: 11:58:35 || Estimated Time: 4:59:06 2020-11-03 22:02:50,329 Segmentron INFO: Epoch: 283/400 || Iters: 78/156 || Lr: 0.003320 || Loss: 0.0108 || Loss_b: 0.8793 || Cost Time: 11:58:45 || Estimated Time: 4:58:57 2020-11-03 22:02:59,996 Segmentron INFO: Epoch: 283/400 || Iters: 88/156 || Lr: 0.003319 || Loss: 0.0088 || Loss_b: 0.8548 || Cost Time: 11:58:54 || Estimated Time: 4:58:47 2020-11-03 22:03:08,650 Segmentron INFO: Epoch: 283/400 || Iters: 98/156 || Lr: 0.003317 || Loss: 0.0066 || Loss_b: 0.8090 || Cost Time: 11:59:03 || Estimated Time: 4:58:36 2020-11-03 22:03:18,170 Segmentron INFO: Epoch: 283/400 || Iters: 108/156 || Lr: 0.003315 || Loss: 0.0080 || Loss_b: 0.6859 || Cost Time: 11:59:13 || Estimated Time: 4:58:27 2020-11-03 22:03:28,145 Segmentron INFO: Epoch: 283/400 || Iters: 118/156 || Lr: 0.003314 || Loss: 0.0060 || Loss_b: 0.0797 || Cost Time: 11:59:23 || Estimated Time: 4:58:17 2020-11-03 22:03:38,141 Segmentron INFO: Epoch: 283/400 || Iters: 128/156 || Lr: 0.003312 || Loss: 0.0090 || Loss_b: 0.1117 || Cost Time: 11:59:33 || Estimated Time: 4:58:07 2020-11-03 22:03:46,955 Segmentron INFO: Epoch: 283/400 || Iters: 138/156 || Lr: 0.003311 || Loss: 0.0129 || Loss_b: 0.0972 || Cost Time: 11:59:41 || Estimated Time: 4:57:57 2020-11-03 22:03:56,494 Segmentron INFO: Epoch: 283/400 || Iters: 148/156 || Lr: 0.003309 || Loss: 0.0064 || Loss_b: 0.0677 || Cost Time: 11:59:51 || Estimated Time: 4:57:47 2020-11-03 22:04:05,666 Segmentron INFO: Epoch 283 model saved in: workdir/a2-2-3-400e/283.pth 2020-11-03 22:04:07,265 Segmentron INFO: Epoch: 284/400 || Iters: 2/156 || Lr: 0.003307 || Loss: 0.0045 || Loss_b: 0.0587 || Cost Time: 12:00:02 || Estimated Time: 4:57:38 2020-11-03 22:04:17,143 Segmentron INFO: Epoch: 284/400 || Iters: 12/156 || Lr: 0.003306 || Loss: 0.0095 || Loss_b: 0.0674 || Cost Time: 12:00:12 || Estimated Time: 4:57:28 2020-11-03 22:04:28,421 Segmentron INFO: Epoch: 284/400 || Iters: 22/156 || Lr: 0.003304 || Loss: 0.0082 || Loss_b: 0.0670 || Cost Time: 12:00:23 || Estimated Time: 4:57:19 2020-11-03 22:04:37,922 Segmentron INFO: Epoch: 284/400 || Iters: 32/156 || Lr: 0.003302 || Loss: 0.0065 || Loss_b: 0.0617 || Cost Time: 12:00:32 || Estimated Time: 4:57:09 2020-11-03 22:04:47,518 Segmentron INFO: Epoch: 284/400 || Iters: 42/156 || Lr: 0.003301 || Loss: 0.0092 || Loss_b: 0.0662 || Cost Time: 12:00:42 || Estimated Time: 4:56:59 2020-11-03 22:04:56,617 Segmentron INFO: Epoch: 284/400 || Iters: 52/156 || Lr: 0.003299 || Loss: 0.0083 || Loss_b: 0.0702 || Cost Time: 12:00:51 || Estimated Time: 4:56:49 2020-11-03 22:05:07,558 Segmentron INFO: Epoch: 284/400 || Iters: 62/156 || Lr: 0.003297 || Loss: 0.0080 || Loss_b: 0.1335 || Cost Time: 12:01:02 || Estimated Time: 4:56:40 2020-11-03 22:05:16,018 Segmentron INFO: Epoch: 284/400 || Iters: 72/156 || Lr: 0.003296 || Loss: 0.0079 || Loss_b: 0.0693 || Cost Time: 12:01:10 || Estimated Time: 4:56:29 2020-11-03 22:05:26,031 Segmentron INFO: Epoch: 284/400 || Iters: 82/156 || Lr: 0.003294 || Loss: 0.0076 || Loss_b: 0.0688 || Cost Time: 12:01:20 || Estimated Time: 4:56:20 2020-11-03 22:05:35,080 Segmentron INFO: Epoch: 284/400 || Iters: 92/156 || Lr: 0.003293 || Loss: 0.0075 || Loss_b: 0.0641 || Cost Time: 12:01:29 || Estimated Time: 4:56:10 2020-11-03 22:05:44,133 Segmentron INFO: Epoch: 284/400 || Iters: 102/156 || Lr: 0.003291 || Loss: 0.0097 || Loss_b: 0.0738 || Cost Time: 12:01:39 || Estimated Time: 4:55:59 2020-11-03 22:05:54,233 Segmentron INFO: Epoch: 284/400 || Iters: 112/156 || Lr: 0.003289 || Loss: 0.0083 || Loss_b: 0.0659 || Cost Time: 12:01:49 || Estimated Time: 4:55:50 2020-11-03 22:06:04,526 Segmentron INFO: Epoch: 284/400 || Iters: 122/156 || Lr: 0.003288 || Loss: 0.0081 || Loss_b: 0.0694 || Cost Time: 12:01:59 || Estimated Time: 4:55:40 2020-11-03 22:06:15,419 Segmentron INFO: Epoch: 284/400 || Iters: 132/156 || Lr: 0.003286 || Loss: 0.0100 || Loss_b: 0.0713 || Cost Time: 12:02:10 || Estimated Time: 4:55:31 2020-11-03 22:06:24,589 Segmentron INFO: Epoch: 284/400 || Iters: 142/156 || Lr: 0.003284 || Loss: 0.0074 || Loss_b: 0.0647 || Cost Time: 12:02:19 || Estimated Time: 4:55:21 2020-11-03 22:06:33,877 Segmentron INFO: Epoch: 284/400 || Iters: 152/156 || Lr: 0.003283 || Loss: 0.0084 || Loss_b: 0.0641 || Cost Time: 12:02:28 || Estimated Time: 4:55:11 2020-11-03 22:06:38,028 Segmentron INFO: Epoch 284 model saved in: workdir/a2-2-3-400e/284.pth 2020-11-03 22:06:42,982 Segmentron INFO: Epoch: 285/400 || Iters: 6/156 || Lr: 0.003281 || Loss: 0.0066 || Loss_b: 0.0663 || Cost Time: 12:02:37 || Estimated Time: 4:55:01 2020-11-03 22:06:52,920 Segmentron INFO: Epoch: 285/400 || Iters: 16/156 || Lr: 0.003280 || Loss: 0.0063 || Loss_b: 0.0659 || Cost Time: 12:02:47 || Estimated Time: 4:54:51 2020-11-03 22:07:04,348 Segmentron INFO: Epoch: 285/400 || Iters: 26/156 || Lr: 0.003278 || Loss: 0.0065 || Loss_b: 0.0636 || Cost Time: 12:02:59 || Estimated Time: 4:54:42 2020-11-03 22:07:13,755 Segmentron INFO: Epoch: 285/400 || Iters: 36/156 || Lr: 0.003276 || Loss: 0.0071 || Loss_b: 0.0645 || Cost Time: 12:03:08 || Estimated Time: 4:54:32 2020-11-03 22:07:22,905 Segmentron INFO: Epoch: 285/400 || Iters: 46/156 || Lr: 0.003275 || Loss: 0.0057 || Loss_b: 0.0630 || Cost Time: 12:03:17 || Estimated Time: 4:54:22 2020-11-03 22:07:34,176 Segmentron INFO: Epoch: 285/400 || Iters: 56/156 || Lr: 0.003273 || Loss: 0.0057 || Loss_b: 0.0626 || Cost Time: 12:03:29 || Estimated Time: 4:54:13 2020-11-03 22:07:43,261 Segmentron INFO: Epoch: 285/400 || Iters: 66/156 || Lr: 0.003271 || Loss: 0.0062 || Loss_b: 0.0634 || Cost Time: 12:03:38 || Estimated Time: 4:54:03 2020-11-03 22:07:53,323 Segmentron INFO: Epoch: 285/400 || Iters: 76/156 || Lr: 0.003270 || Loss: 0.0060 || Loss_b: 0.0621 || Cost Time: 12:03:48 || Estimated Time: 4:53:53 2020-11-03 22:08:02,604 Segmentron INFO: Epoch: 285/400 || Iters: 86/156 || Lr: 0.003268 || Loss: 0.0099 || Loss_b: 0.4513 || Cost Time: 12:03:57 || Estimated Time: 4:53:43 2020-11-03 22:08:12,774 Segmentron INFO: Epoch: 285/400 || Iters: 96/156 || Lr: 0.003266 || Loss: 0.0075 || Loss_b: 0.1092 || Cost Time: 12:04:07 || Estimated Time: 4:53:33 2020-11-03 22:08:24,623 Segmentron INFO: Epoch: 285/400 || Iters: 106/156 || Lr: 0.003265 || Loss: 0.0066 || Loss_b: 0.0859 || Cost Time: 12:04:19 || Estimated Time: 4:53:24 2020-11-03 22:08:32,541 Segmentron INFO: Epoch: 285/400 || Iters: 116/156 || Lr: 0.003263 || Loss: 0.0093 || Loss_b: 0.0837 || Cost Time: 12:04:27 || Estimated Time: 4:53:14 2020-11-03 22:08:41,532 Segmentron INFO: Epoch: 285/400 || Iters: 126/156 || Lr: 0.003262 || Loss: 0.0093 || Loss_b: 0.0701 || Cost Time: 12:04:36 || Estimated Time: 4:53:04 2020-11-03 22:08:51,973 Segmentron INFO: Epoch: 285/400 || Iters: 136/156 || Lr: 0.003260 || Loss: 0.0071 || Loss_b: 0.0703 || Cost Time: 12:04:46 || Estimated Time: 4:52:54 2020-11-03 22:09:02,282 Segmentron INFO: Epoch: 285/400 || Iters: 146/156 || Lr: 0.003258 || Loss: 0.0148 || Loss_b: 0.0689 || Cost Time: 12:04:57 || Estimated Time: 4:52:45 2020-11-03 22:09:11,490 Segmentron INFO: Epoch: 285/400 || Iters: 0/156 || Lr: 0.003257 || Loss: 0.0075 || Loss_b: 0.0677 || Cost Time: 12:05:06 || Estimated Time: 4:52:35 2020-11-03 22:09:12,099 Segmentron INFO: Epoch 285 model saved in: workdir/a2-2-3-400e/285.pth 2020-11-03 22:09:21,688 Segmentron INFO: Epoch: 286/400 || Iters: 10/156 || Lr: 0.003255 || Loss: 0.0082 || Loss_b: 0.0680 || Cost Time: 12:05:16 || Estimated Time: 4:52:25 2020-11-03 22:09:31,557 Segmentron INFO: Epoch: 286/400 || Iters: 20/156 || Lr: 0.003253 || Loss: 0.0077 || Loss_b: 0.0602 || Cost Time: 12:05:26 || Estimated Time: 4:52:15 2020-11-03 22:09:41,436 Segmentron INFO: Epoch: 286/400 || Iters: 30/156 || Lr: 0.003252 || Loss: 0.0062 || Loss_b: 0.0603 || Cost Time: 12:05:36 || Estimated Time: 4:52:06 2020-11-03 22:09:49,766 Segmentron INFO: Epoch: 286/400 || Iters: 40/156 || Lr: 0.003250 || Loss: 0.0102 || Loss_b: 0.0639 || Cost Time: 12:05:44 || Estimated Time: 4:51:55 2020-11-03 22:10:00,012 Segmentron INFO: Epoch: 286/400 || Iters: 50/156 || Lr: 0.003249 || Loss: 0.0055 || Loss_b: 0.0602 || Cost Time: 12:05:54 || Estimated Time: 4:51:46 2020-11-03 22:10:09,276 Segmentron INFO: Epoch: 286/400 || Iters: 60/156 || Lr: 0.003247 || Loss: 0.0063 || Loss_b: 0.0635 || Cost Time: 12:06:04 || Estimated Time: 4:51:36 2020-11-03 22:10:20,062 Segmentron INFO: Epoch: 286/400 || Iters: 70/156 || Lr: 0.003245 || Loss: 0.0095 || Loss_b: 0.0698 || Cost Time: 12:06:14 || Estimated Time: 4:51:26 2020-11-03 22:10:29,238 Segmentron INFO: Epoch: 286/400 || Iters: 80/156 || Lr: 0.003244 || Loss: 0.0070 || Loss_b: 0.1026 || Cost Time: 12:06:24 || Estimated Time: 4:51:16 2020-11-03 22:10:38,580 Segmentron INFO: Epoch: 286/400 || Iters: 90/156 || Lr: 0.003242 || Loss: 0.0068 || Loss_b: 0.0763 || Cost Time: 12:06:33 || Estimated Time: 4:51:06 2020-11-03 22:10:48,063 Segmentron INFO: Epoch: 286/400 || Iters: 100/156 || Lr: 0.003240 || Loss: 0.0078 || Loss_b: 0.0624 || Cost Time: 12:06:42 || Estimated Time: 4:50:56 2020-11-03 22:10:57,167 Segmentron INFO: Epoch: 286/400 || Iters: 110/156 || Lr: 0.003239 || Loss: 0.0135 || Loss_b: 0.0671 || Cost Time: 12:06:52 || Estimated Time: 4:50:46 2020-11-03 22:11:06,981 Segmentron INFO: Epoch: 286/400 || Iters: 120/156 || Lr: 0.003237 || Loss: 0.0099 || Loss_b: 0.0651 || Cost Time: 12:07:01 || Estimated Time: 4:50:37 2020-11-03 22:11:16,696 Segmentron INFO: Epoch: 286/400 || Iters: 130/156 || Lr: 0.003235 || Loss: 0.0126 || Loss_b: 0.0705 || Cost Time: 12:07:11 || Estimated Time: 4:50:27 2020-11-03 22:11:31,618 Segmentron INFO: Epoch: 286/400 || Iters: 140/156 || Lr: 0.003234 || Loss: 0.0079 || Loss_b: 0.0631 || Cost Time: 12:07:26 || Estimated Time: 4:50:19 2020-11-03 22:11:40,764 Segmentron INFO: Epoch: 286/400 || Iters: 150/156 || Lr: 0.003232 || Loss: 0.0096 || Loss_b: 0.0619 || Cost Time: 12:07:35 || Estimated Time: 4:50:09 2020-11-03 22:11:48,179 Segmentron INFO: Epoch 286 model saved in: workdir/a2-2-3-400e/286.pth 2020-11-03 22:11:51,028 Segmentron INFO: Epoch: 287/400 || Iters: 4/156 || Lr: 0.003231 || Loss: 0.0057 || Loss_b: 0.0591 || Cost Time: 12:07:45 || Estimated Time: 4:49:59 2020-11-03 22:11:59,203 Segmentron INFO: Epoch: 287/400 || Iters: 14/156 || Lr: 0.003229 || Loss: 0.0096 || Loss_b: 0.0656 || Cost Time: 12:07:54 || Estimated Time: 4:49:49 2020-11-03 22:12:08,908 Segmentron INFO: Epoch: 287/400 || Iters: 24/156 || Lr: 0.003227 || Loss: 0.0075 || Loss_b: 0.0609 || Cost Time: 12:08:03 || Estimated Time: 4:49:39 2020-11-03 22:12:17,549 Segmentron INFO: Epoch: 287/400 || Iters: 34/156 || Lr: 0.003226 || Loss: 0.0101 || Loss_b: 0.0648 || Cost Time: 12:08:12 || Estimated Time: 4:49:29 2020-11-03 22:12:26,964 Segmentron INFO: Epoch: 287/400 || Iters: 44/156 || Lr: 0.003224 || Loss: 0.0070 || Loss_b: 0.0630 || Cost Time: 12:08:21 || Estimated Time: 4:49:19 2020-11-03 22:12:36,894 Segmentron INFO: Epoch: 287/400 || Iters: 54/156 || Lr: 0.003222 || Loss: 0.0076 || Loss_b: 0.0592 || Cost Time: 12:08:31 || Estimated Time: 4:49:09 2020-11-03 22:12:47,027 Segmentron INFO: Epoch: 287/400 || Iters: 64/156 || Lr: 0.003221 || Loss: 0.0104 || Loss_b: 0.0660 || Cost Time: 12:08:41 || Estimated Time: 4:49:00 2020-11-03 22:12:56,667 Segmentron INFO: Epoch: 287/400 || Iters: 74/156 || Lr: 0.003219 || Loss: 0.0064 || Loss_b: 0.0609 || Cost Time: 12:08:51 || Estimated Time: 4:48:50 2020-11-03 22:13:08,424 Segmentron INFO: Epoch: 287/400 || Iters: 84/156 || Lr: 0.003217 || Loss: 0.0070 || Loss_b: 0.0671 || Cost Time: 12:09:03 || Estimated Time: 4:48:41 2020-11-03 22:13:16,831 Segmentron INFO: Epoch: 287/400 || Iters: 94/156 || Lr: 0.003216 || Loss: 0.0051 || Loss_b: 0.8743 || Cost Time: 12:09:11 || Estimated Time: 4:48:30 2020-11-03 22:13:25,704 Segmentron INFO: Epoch: 287/400 || Iters: 104/156 || Lr: 0.003214 || Loss: 0.0094 || Loss_b: 0.7956 || Cost Time: 12:09:20 || Estimated Time: 4:48:20 2020-11-03 22:13:34,799 Segmentron INFO: Epoch: 287/400 || Iters: 114/156 || Lr: 0.003213 || Loss: 0.0096 || Loss_b: 0.7598 || Cost Time: 12:09:29 || Estimated Time: 4:48:10 2020-11-03 22:13:46,532 Segmentron INFO: Epoch: 287/400 || Iters: 124/156 || Lr: 0.003211 || Loss: 0.0076 || Loss_b: 0.5318 || Cost Time: 12:09:41 || Estimated Time: 4:48:01 2020-11-03 22:13:58,193 Segmentron INFO: Epoch: 287/400 || Iters: 134/156 || Lr: 0.003209 || Loss: 0.0092 || Loss_b: 0.2616 || Cost Time: 12:09:53 || Estimated Time: 4:47:52 2020-11-03 22:14:08,533 Segmentron INFO: Epoch: 287/400 || Iters: 144/156 || Lr: 0.003208 || Loss: 0.0071 || Loss_b: 0.1081 || Cost Time: 12:10:03 || Estimated Time: 4:47:43 2020-11-03 22:14:16,786 Segmentron INFO: Epoch: 287/400 || Iters: 154/156 || Lr: 0.003206 || Loss: 0.0100 || Loss_b: 0.0714 || Cost Time: 12:10:11 || Estimated Time: 4:47:32 2020-11-03 22:14:19,447 Segmentron INFO: Epoch 287 model saved in: workdir/a2-2-3-400e/287.pth 2020-11-03 22:14:26,487 Segmentron INFO: Epoch: 288/400 || Iters: 8/156 || Lr: 0.003204 || Loss: 0.0060 || Loss_b: 0.0667 || Cost Time: 12:10:21 || Estimated Time: 4:47:22 2020-11-03 22:14:36,379 Segmentron INFO: Epoch: 288/400 || Iters: 18/156 || Lr: 0.003203 || Loss: 0.0080 || Loss_b: 0.0691 || Cost Time: 12:10:31 || Estimated Time: 4:47:13 2020-11-03 22:14:46,486 Segmentron INFO: Epoch: 288/400 || Iters: 28/156 || Lr: 0.003201 || Loss: 0.0079 || Loss_b: 0.0744 || Cost Time: 12:10:41 || Estimated Time: 4:47:03 2020-11-03 22:14:56,155 Segmentron INFO: Epoch: 288/400 || Iters: 38/156 || Lr: 0.003199 || Loss: 0.0146 || Loss_b: 0.0740 || Cost Time: 12:10:51 || Estimated Time: 4:46:53 2020-11-03 22:15:04,739 Segmentron INFO: Epoch: 288/400 || Iters: 48/156 || Lr: 0.003198 || Loss: 0.0096 || Loss_b: 0.0865 || Cost Time: 12:10:59 || Estimated Time: 4:46:43 2020-11-03 22:15:13,985 Segmentron INFO: Epoch: 288/400 || Iters: 58/156 || Lr: 0.003196 || Loss: 0.0086 || Loss_b: 0.0638 || Cost Time: 12:11:08 || Estimated Time: 4:46:33 2020-11-03 22:15:25,247 Segmentron INFO: Epoch: 288/400 || Iters: 68/156 || Lr: 0.003195 || Loss: 0.0058 || Loss_b: 0.0711 || Cost Time: 12:11:20 || Estimated Time: 4:46:24 2020-11-03 22:15:34,797 Segmentron INFO: Epoch: 288/400 || Iters: 78/156 || Lr: 0.003193 || Loss: 0.0077 || Loss_b: 0.0636 || Cost Time: 12:11:29 || Estimated Time: 4:46:14 2020-11-03 22:15:44,184 Segmentron INFO: Epoch: 288/400 || Iters: 88/156 || Lr: 0.003191 || Loss: 0.0076 || Loss_b: 0.0669 || Cost Time: 12:11:39 || Estimated Time: 4:46:04 2020-11-03 22:15:53,951 Segmentron INFO: Epoch: 288/400 || Iters: 98/156 || Lr: 0.003190 || Loss: 0.0069 || Loss_b: 0.0621 || Cost Time: 12:11:48 || Estimated Time: 4:45:54 2020-11-03 22:16:05,202 Segmentron INFO: Epoch: 288/400 || Iters: 108/156 || Lr: 0.003188 || Loss: 0.0074 || Loss_b: 0.0634 || Cost Time: 12:12:00 || Estimated Time: 4:45:45 2020-11-03 22:16:13,560 Segmentron INFO: Epoch: 288/400 || Iters: 118/156 || Lr: 0.003186 || Loss: 0.0070 || Loss_b: 0.0622 || Cost Time: 12:12:08 || Estimated Time: 4:45:34 2020-11-03 22:16:23,166 Segmentron INFO: Epoch: 288/400 || Iters: 128/156 || Lr: 0.003185 || Loss: 0.0060 || Loss_b: 0.0616 || Cost Time: 12:12:18 || Estimated Time: 4:45:25 2020-11-03 22:16:32,487 Segmentron INFO: Epoch: 288/400 || Iters: 138/156 || Lr: 0.003183 || Loss: 0.0057 || Loss_b: 0.0603 || Cost Time: 12:12:27 || Estimated Time: 4:45:15 2020-11-03 22:16:41,687 Segmentron INFO: Epoch: 288/400 || Iters: 148/156 || Lr: 0.003181 || Loss: 0.0076 || Loss_b: 0.0642 || Cost Time: 12:12:36 || Estimated Time: 4:45:05 2020-11-03 22:16:50,063 Segmentron INFO: Epoch 288 model saved in: workdir/a2-2-3-400e/288.pth 2020-11-03 22:16:52,101 Segmentron INFO: Epoch: 289/400 || Iters: 2/156 || Lr: 0.003180 || Loss: 0.0109 || Loss_b: 0.0675 || Cost Time: 12:12:46 || Estimated Time: 4:44:55 2020-11-03 22:17:01,135 Segmentron INFO: Epoch: 289/400 || Iters: 12/156 || Lr: 0.003178 || Loss: 0.0088 || Loss_b: 0.0655 || Cost Time: 12:12:56 || Estimated Time: 4:44:45 2020-11-03 22:17:12,748 Segmentron INFO: Epoch: 289/400 || Iters: 22/156 || Lr: 0.003177 || Loss: 0.0083 || Loss_b: 0.0687 || Cost Time: 12:13:07 || Estimated Time: 4:44:36 2020-11-03 22:17:21,281 Segmentron INFO: Epoch: 289/400 || Iters: 32/156 || Lr: 0.003175 || Loss: 0.0082 || Loss_b: 0.0631 || Cost Time: 12:13:16 || Estimated Time: 4:44:26 2020-11-03 22:17:30,761 Segmentron INFO: Epoch: 289/400 || Iters: 42/156 || Lr: 0.003173 || Loss: 0.0075 || Loss_b: 0.0715 || Cost Time: 12:13:25 || Estimated Time: 4:44:16 2020-11-03 22:17:41,674 Segmentron INFO: Epoch: 289/400 || Iters: 52/156 || Lr: 0.003172 || Loss: 0.0083 || Loss_b: 0.1001 || Cost Time: 12:13:36 || Estimated Time: 4:44:06 2020-11-03 22:17:51,484 Segmentron INFO: Epoch: 289/400 || Iters: 62/156 || Lr: 0.003170 || Loss: 0.0056 || Loss_b: 0.0721 || Cost Time: 12:13:46 || Estimated Time: 4:43:57 2020-11-03 22:18:00,914 Segmentron INFO: Epoch: 289/400 || Iters: 72/156 || Lr: 0.003168 || Loss: 0.0101 || Loss_b: 0.0656 || Cost Time: 12:13:55 || Estimated Time: 4:43:47 2020-11-03 22:18:10,198 Segmentron INFO: Epoch: 289/400 || Iters: 82/156 || Lr: 0.003167 || Loss: 0.0069 || Loss_b: 0.0635 || Cost Time: 12:14:05 || Estimated Time: 4:43:37 2020-11-03 22:18:20,866 Segmentron INFO: Epoch: 289/400 || Iters: 92/156 || Lr: 0.003165 || Loss: 0.0125 || Loss_b: 0.0658 || Cost Time: 12:14:15 || Estimated Time: 4:43:27 2020-11-03 22:18:31,068 Segmentron INFO: Epoch: 289/400 || Iters: 102/156 || Lr: 0.003163 || Loss: 0.0120 || Loss_b: 0.0746 || Cost Time: 12:14:25 || Estimated Time: 4:43:18 2020-11-03 22:18:39,456 Segmentron INFO: Epoch: 289/400 || Iters: 112/156 || Lr: 0.003162 || Loss: 0.0107 || Loss_b: 0.0709 || Cost Time: 12:14:34 || Estimated Time: 4:43:07 2020-11-03 22:18:50,141 Segmentron INFO: Epoch: 289/400 || Iters: 122/156 || Lr: 0.003160 || Loss: 0.0066 || Loss_b: 0.0604 || Cost Time: 12:14:45 || Estimated Time: 4:42:58 2020-11-03 22:19:00,692 Segmentron INFO: Epoch: 289/400 || Iters: 132/156 || Lr: 0.003158 || Loss: 0.0139 || Loss_b: 0.0739 || Cost Time: 12:14:55 || Estimated Time: 4:42:48 2020-11-03 22:19:09,638 Segmentron INFO: Epoch: 289/400 || Iters: 142/156 || Lr: 0.003157 || Loss: 0.0084 || Loss_b: 0.0625 || Cost Time: 12:15:04 || Estimated Time: 4:42:38 2020-11-03 22:19:19,448 Segmentron INFO: Epoch: 289/400 || Iters: 152/156 || Lr: 0.003155 || Loss: 0.0059 || Loss_b: 0.0670 || Cost Time: 12:15:14 || Estimated Time: 4:42:28 2020-11-03 22:19:23,891 Segmentron INFO: Epoch 289 model saved in: workdir/a2-2-3-400e/289.pth 2020-11-03 22:19:29,128 Segmentron INFO: Epoch: 290/400 || Iters: 6/156 || Lr: 0.003154 || Loss: 0.0084 || Loss_b: 0.0651 || Cost Time: 12:15:24 || Estimated Time: 4:42:19 2020-11-03 22:19:38,058 Segmentron INFO: Epoch: 290/400 || Iters: 16/156 || Lr: 0.003152 || Loss: 0.0078 || Loss_b: 0.0628 || Cost Time: 12:15:32 || Estimated Time: 4:42:09 2020-11-03 22:19:47,205 Segmentron INFO: Epoch: 290/400 || Iters: 26/156 || Lr: 0.003150 || Loss: 0.0087 || Loss_b: 0.0743 || Cost Time: 12:15:42 || Estimated Time: 4:41:59 2020-11-03 22:19:57,201 Segmentron INFO: Epoch: 290/400 || Iters: 36/156 || Lr: 0.003149 || Loss: 0.0092 || Loss_b: 0.0739 || Cost Time: 12:15:52 || Estimated Time: 4:41:49 2020-11-03 22:20:07,249 Segmentron INFO: Epoch: 290/400 || Iters: 46/156 || Lr: 0.003147 || Loss: 0.0063 || Loss_b: 0.0590 || Cost Time: 12:16:02 || Estimated Time: 4:41:39 2020-11-03 22:20:17,619 Segmentron INFO: Epoch: 290/400 || Iters: 56/156 || Lr: 0.003145 || Loss: 0.0129 || Loss_b: 0.0733 || Cost Time: 12:16:12 || Estimated Time: 4:41:30 2020-11-03 22:20:27,736 Segmentron INFO: Epoch: 290/400 || Iters: 66/156 || Lr: 0.003144 || Loss: 0.0076 || Loss_b: 0.0649 || Cost Time: 12:16:22 || Estimated Time: 4:41:20 2020-11-03 22:20:36,477 Segmentron INFO: Epoch: 290/400 || Iters: 76/156 || Lr: 0.003142 || Loss: 0.0084 || Loss_b: 0.0684 || Cost Time: 12:16:31 || Estimated Time: 4:41:10 2020-11-03 22:20:46,045 Segmentron INFO: Epoch: 290/400 || Iters: 86/156 || Lr: 0.003140 || Loss: 0.0220 || Loss_b: 0.0736 || Cost Time: 12:16:40 || Estimated Time: 4:41:00 2020-11-03 22:20:55,279 Segmentron INFO: Epoch: 290/400 || Iters: 96/156 || Lr: 0.003139 || Loss: 0.0149 || Loss_b: 0.0674 || Cost Time: 12:16:50 || Estimated Time: 4:40:50 2020-11-03 22:21:05,752 Segmentron INFO: Epoch: 290/400 || Iters: 106/156 || Lr: 0.003137 || Loss: 0.0143 || Loss_b: 0.0689 || Cost Time: 12:17:00 || Estimated Time: 4:40:40 2020-11-03 22:21:17,667 Segmentron INFO: Epoch: 290/400 || Iters: 116/156 || Lr: 0.003136 || Loss: 0.0079 || Loss_b: 0.0659 || Cost Time: 12:17:12 || Estimated Time: 4:40:31 2020-11-03 22:21:27,458 Segmentron INFO: Epoch: 290/400 || Iters: 126/156 || Lr: 0.003134 || Loss: 0.0092 || Loss_b: 0.0600 || Cost Time: 12:17:22 || Estimated Time: 4:40:22 2020-11-03 22:21:36,271 Segmentron INFO: Epoch: 290/400 || Iters: 136/156 || Lr: 0.003132 || Loss: 0.0082 || Loss_b: 0.0694 || Cost Time: 12:17:31 || Estimated Time: 4:40:11 2020-11-03 22:21:46,807 Segmentron INFO: Epoch: 290/400 || Iters: 146/156 || Lr: 0.003131 || Loss: 0.0093 || Loss_b: 0.0646 || Cost Time: 12:17:41 || Estimated Time: 4:40:02 2020-11-03 22:21:56,328 Segmentron INFO: Epoch: 290/400 || Iters: 0/156 || Lr: 0.003129 || Loss: 0.0109 || Loss_b: 0.0695 || Cost Time: 12:17:51 || Estimated Time: 4:39:52 2020-11-03 22:21:57,009 Segmentron INFO: Epoch 290 model saved in: workdir/a2-2-3-400e/290.pth 2020-11-03 22:22:05,474 Segmentron INFO: Epoch: 291/400 || Iters: 10/156 || Lr: 0.003127 || Loss: 0.0075 || Loss_b: 0.0616 || Cost Time: 12:18:00 || Estimated Time: 4:39:42 2020-11-03 22:22:14,171 Segmentron INFO: Epoch: 291/400 || Iters: 20/156 || Lr: 0.003126 || Loss: 0.0067 || Loss_b: 0.0618 || Cost Time: 12:18:09 || Estimated Time: 4:39:32 2020-11-03 22:22:24,256 Segmentron INFO: Epoch: 291/400 || Iters: 30/156 || Lr: 0.003124 || Loss: 0.0078 || Loss_b: 0.0645 || Cost Time: 12:18:19 || Estimated Time: 4:39:22 2020-11-03 22:22:33,930 Segmentron INFO: Epoch: 291/400 || Iters: 40/156 || Lr: 0.003122 || Loss: 0.0077 || Loss_b: 0.0624 || Cost Time: 12:18:28 || Estimated Time: 4:39:12 2020-11-03 22:22:43,528 Segmentron INFO: Epoch: 291/400 || Iters: 50/156 || Lr: 0.003121 || Loss: 0.0060 || Loss_b: 0.0623 || Cost Time: 12:18:38 || Estimated Time: 4:39:02 2020-11-03 22:22:54,269 Segmentron INFO: Epoch: 291/400 || Iters: 60/156 || Lr: 0.003119 || Loss: 0.0083 || Loss_b: 0.0660 || Cost Time: 12:18:49 || Estimated Time: 4:38:53 2020-11-03 22:23:03,867 Segmentron INFO: Epoch: 291/400 || Iters: 70/156 || Lr: 0.003117 || Loss: 0.0123 || Loss_b: 0.0700 || Cost Time: 12:18:58 || Estimated Time: 4:38:43 2020-11-03 22:23:13,212 Segmentron INFO: Epoch: 291/400 || Iters: 80/156 || Lr: 0.003116 || Loss: 0.0062 || Loss_b: 0.0619 || Cost Time: 12:19:08 || Estimated Time: 4:38:33 2020-11-03 22:23:23,465 Segmentron INFO: Epoch: 291/400 || Iters: 90/156 || Lr: 0.003114 || Loss: 0.0101 || Loss_b: 0.0681 || Cost Time: 12:19:18 || Estimated Time: 4:38:24 2020-11-03 22:23:32,949 Segmentron INFO: Epoch: 291/400 || Iters: 100/156 || Lr: 0.003113 || Loss: 0.0072 || Loss_b: 0.0674 || Cost Time: 12:19:27 || Estimated Time: 4:38:14 2020-11-03 22:23:42,705 Segmentron INFO: Epoch: 291/400 || Iters: 110/156 || Lr: 0.003111 || Loss: 0.0072 || Loss_b: 0.0598 || Cost Time: 12:19:37 || Estimated Time: 4:38:04 2020-11-03 22:23:52,667 Segmentron INFO: Epoch: 291/400 || Iters: 120/156 || Lr: 0.003109 || Loss: 0.0071 || Loss_b: 0.0648 || Cost Time: 12:19:47 || Estimated Time: 4:37:54 2020-11-03 22:24:02,669 Segmentron INFO: Epoch: 291/400 || Iters: 130/156 || Lr: 0.003108 || Loss: 0.0079 || Loss_b: 0.0627 || Cost Time: 12:19:57 || Estimated Time: 4:37:44 2020-11-03 22:24:13,767 Segmentron INFO: Epoch: 291/400 || Iters: 140/156 || Lr: 0.003106 || Loss: 0.0069 || Loss_b: 0.0611 || Cost Time: 12:20:08 || Estimated Time: 4:37:35 2020-11-03 22:24:22,918 Segmentron INFO: Epoch: 291/400 || Iters: 150/156 || Lr: 0.003104 || Loss: 0.0094 || Loss_b: 0.0634 || Cost Time: 12:20:17 || Estimated Time: 4:37:25 2020-11-03 22:24:28,560 Segmentron INFO: Epoch 291 model saved in: workdir/a2-2-3-400e/291.pth 2020-11-03 22:24:33,766 Segmentron INFO: Epoch: 292/400 || Iters: 4/156 || Lr: 0.003103 || Loss: 0.0061 || Loss_b: 0.0584 || Cost Time: 12:20:28 || Estimated Time: 4:37:16 2020-11-03 22:24:42,197 Segmentron INFO: Epoch: 292/400 || Iters: 14/156 || Lr: 0.003101 || Loss: 0.0113 || Loss_b: 0.0704 || Cost Time: 12:20:37 || Estimated Time: 4:37:05 2020-11-03 22:24:51,357 Segmentron INFO: Epoch: 292/400 || Iters: 24/156 || Lr: 0.003099 || Loss: 0.0103 || Loss_b: 0.0644 || Cost Time: 12:20:46 || Estimated Time: 4:36:55 2020-11-03 22:25:00,302 Segmentron INFO: Epoch: 292/400 || Iters: 34/156 || Lr: 0.003098 || Loss: 0.0084 || Loss_b: 0.0599 || Cost Time: 12:20:55 || Estimated Time: 4:36:45 2020-11-03 22:25:09,341 Segmentron INFO: Epoch: 292/400 || Iters: 44/156 || Lr: 0.003096 || Loss: 0.0055 || Loss_b: 0.0586 || Cost Time: 12:21:04 || Estimated Time: 4:36:35 2020-11-03 22:25:19,347 Segmentron INFO: Epoch: 292/400 || Iters: 54/156 || Lr: 0.003094 || Loss: 0.0096 || Loss_b: 0.0635 || Cost Time: 12:21:14 || Estimated Time: 4:36:26 2020-11-03 22:25:29,619 Segmentron INFO: Epoch: 292/400 || Iters: 64/156 || Lr: 0.003093 || Loss: 0.0096 || Loss_b: 0.0688 || Cost Time: 12:21:24 || Estimated Time: 4:36:16 2020-11-03 22:25:39,388 Segmentron INFO: Epoch: 292/400 || Iters: 74/156 || Lr: 0.003091 || Loss: 0.0055 || Loss_b: 0.8193 || Cost Time: 12:21:34 || Estimated Time: 4:36:06 2020-11-03 22:25:50,723 Segmentron INFO: Epoch: 292/400 || Iters: 84/156 || Lr: 0.003090 || Loss: 0.0082 || Loss_b: 0.7026 || Cost Time: 12:21:45 || Estimated Time: 4:35:57 2020-11-03 22:25:59,144 Segmentron INFO: Epoch: 292/400 || Iters: 94/156 || Lr: 0.003088 || Loss: 0.0077 || Loss_b: 0.3724 || Cost Time: 12:21:54 || Estimated Time: 4:35:47 2020-11-03 22:26:10,230 Segmentron INFO: Epoch: 292/400 || Iters: 104/156 || Lr: 0.003086 || Loss: 0.0096 || Loss_b: 0.1435 || Cost Time: 12:22:05 || Estimated Time: 4:35:37 2020-11-03 22:26:20,407 Segmentron INFO: Epoch: 292/400 || Iters: 114/156 || Lr: 0.003085 || Loss: 0.0074 || Loss_b: 0.0873 || Cost Time: 12:22:15 || Estimated Time: 4:35:28 2020-11-03 22:26:31,572 Segmentron INFO: Epoch: 292/400 || Iters: 124/156 || Lr: 0.003083 || Loss: 0.0081 || Loss_b: 0.0690 || Cost Time: 12:22:26 || Estimated Time: 4:35:18 2020-11-03 22:26:39,738 Segmentron INFO: Epoch: 292/400 || Iters: 134/156 || Lr: 0.003081 || Loss: 0.0070 || Loss_b: 0.0625 || Cost Time: 12:22:34 || Estimated Time: 4:35:08 2020-11-03 22:26:48,918 Segmentron INFO: Epoch: 292/400 || Iters: 144/156 || Lr: 0.003080 || Loss: 0.0218 || Loss_b: 0.0753 || Cost Time: 12:22:43 || Estimated Time: 4:34:58 2020-11-03 22:26:58,191 Segmentron INFO: Epoch: 292/400 || Iters: 154/156 || Lr: 0.003078 || Loss: 0.0101 || Loss_b: 0.0732 || Cost Time: 12:22:53 || Estimated Time: 4:34:48 2020-11-03 22:27:00,699 Segmentron INFO: Epoch 292 model saved in: workdir/a2-2-3-400e/292.pth 2020-11-03 22:27:07,932 Segmentron INFO: Epoch: 293/400 || Iters: 8/156 || Lr: 0.003076 || Loss: 0.0104 || Loss_b: 0.0596 || Cost Time: 12:23:02 || Estimated Time: 4:34:38 2020-11-03 22:27:18,430 Segmentron INFO: Epoch: 293/400 || Iters: 18/156 || Lr: 0.003075 || Loss: 0.0077 || Loss_b: 0.0631 || Cost Time: 12:23:13 || Estimated Time: 4:34:29 2020-11-03 22:27:29,470 Segmentron INFO: Epoch: 293/400 || Iters: 28/156 || Lr: 0.003073 || Loss: 0.0081 || Loss_b: 0.0601 || Cost Time: 12:23:24 || Estimated Time: 4:34:19 2020-11-03 22:27:39,082 Segmentron INFO: Epoch: 293/400 || Iters: 38/156 || Lr: 0.003071 || Loss: 0.0119 || Loss_b: 0.0730 || Cost Time: 12:23:33 || Estimated Time: 4:34:10 2020-11-03 22:27:49,459 Segmentron INFO: Epoch: 293/400 || Iters: 48/156 || Lr: 0.003070 || Loss: 0.0068 || Loss_b: 0.0572 || Cost Time: 12:23:44 || Estimated Time: 4:34:00 2020-11-03 22:27:57,967 Segmentron INFO: Epoch: 293/400 || Iters: 58/156 || Lr: 0.003068 || Loss: 0.0151 || Loss_b: 0.7490 || Cost Time: 12:23:52 || Estimated Time: 4:33:50 2020-11-03 22:28:08,109 Segmentron INFO: Epoch: 293/400 || Iters: 68/156 || Lr: 0.003067 || Loss: 0.0087 || Loss_b: 0.7632 || Cost Time: 12:24:03 || Estimated Time: 4:33:40 2020-11-03 22:28:17,010 Segmentron INFO: Epoch: 293/400 || Iters: 78/156 || Lr: 0.003065 || Loss: 0.0074 || Loss_b: 0.4633 || Cost Time: 12:24:11 || Estimated Time: 4:33:30 2020-11-03 22:28:27,202 Segmentron INFO: Epoch: 293/400 || Iters: 88/156 || Lr: 0.003063 || Loss: 0.0072 || Loss_b: 0.2695 || Cost Time: 12:24:22 || Estimated Time: 4:33:20 2020-11-03 22:28:39,243 Segmentron INFO: Epoch: 293/400 || Iters: 98/156 || Lr: 0.003062 || Loss: 0.0065 || Loss_b: 0.0959 || Cost Time: 12:24:34 || Estimated Time: 4:33:11 2020-11-03 22:28:47,242 Segmentron INFO: Epoch: 293/400 || Iters: 108/156 || Lr: 0.003060 || Loss: 0.0067 || Loss_b: 0.1024 || Cost Time: 12:24:42 || Estimated Time: 4:33:01 2020-11-03 22:28:55,782 Segmentron INFO: Epoch: 293/400 || Iters: 118/156 || Lr: 0.003058 || Loss: 0.0068 || Loss_b: 0.0706 || Cost Time: 12:24:50 || Estimated Time: 4:32:51 2020-11-03 22:29:07,151 Segmentron INFO: Epoch: 293/400 || Iters: 128/156 || Lr: 0.003057 || Loss: 0.0086 || Loss_b: 0.0654 || Cost Time: 12:25:02 || Estimated Time: 4:32:42 2020-11-03 22:29:18,178 Segmentron INFO: Epoch: 293/400 || Iters: 138/156 || Lr: 0.003055 || Loss: 0.0066 || Loss_b: 0.0641 || Cost Time: 12:25:13 || Estimated Time: 4:32:32 2020-11-03 22:29:28,104 Segmentron INFO: Epoch: 293/400 || Iters: 148/156 || Lr: 0.003053 || Loss: 0.0078 || Loss_b: 0.0666 || Cost Time: 12:25:22 || Estimated Time: 4:32:22 2020-11-03 22:29:36,032 Segmentron INFO: Epoch 293 model saved in: workdir/a2-2-3-400e/293.pth 2020-11-03 22:29:37,638 Segmentron INFO: Epoch: 294/400 || Iters: 2/156 || Lr: 0.003052 || Loss: 0.0074 || Loss_b: 0.0656 || Cost Time: 12:25:32 || Estimated Time: 4:32:13 2020-11-03 22:29:47,908 Segmentron INFO: Epoch: 294/400 || Iters: 12/156 || Lr: 0.003050 || Loss: 0.0072 || Loss_b: 0.0674 || Cost Time: 12:25:42 || Estimated Time: 4:32:03 2020-11-03 22:29:57,219 Segmentron INFO: Epoch: 294/400 || Iters: 22/156 || Lr: 0.003048 || Loss: 0.0070 || Loss_b: 0.0634 || Cost Time: 12:25:52 || Estimated Time: 4:31:53 2020-11-03 22:30:06,125 Segmentron INFO: Epoch: 294/400 || Iters: 32/156 || Lr: 0.003047 || Loss: 0.0097 || Loss_b: 0.0622 || Cost Time: 12:26:01 || Estimated Time: 4:31:43 2020-11-03 22:30:16,437 Segmentron INFO: Epoch: 294/400 || Iters: 42/156 || Lr: 0.003045 || Loss: 0.0056 || Loss_b: 0.0600 || Cost Time: 12:26:11 || Estimated Time: 4:31:33 2020-11-03 22:30:25,788 Segmentron INFO: Epoch: 294/400 || Iters: 52/156 || Lr: 0.003043 || Loss: 0.0065 || Loss_b: 0.0644 || Cost Time: 12:26:20 || Estimated Time: 4:31:23 2020-11-03 22:30:38,080 Segmentron INFO: Epoch: 294/400 || Iters: 62/156 || Lr: 0.003042 || Loss: 0.0199 || Loss_b: 0.0774 || Cost Time: 12:26:32 || Estimated Time: 4:31:15 2020-11-03 22:30:47,199 Segmentron INFO: Epoch: 294/400 || Iters: 72/156 || Lr: 0.003040 || Loss: 0.0073 || Loss_b: 0.0620 || Cost Time: 12:26:42 || Estimated Time: 4:31:04 2020-11-03 22:30:56,034 Segmentron INFO: Epoch: 294/400 || Iters: 82/156 || Lr: 0.003039 || Loss: 0.0104 || Loss_b: 0.0679 || Cost Time: 12:26:50 || Estimated Time: 4:30:54 2020-11-03 22:31:05,096 Segmentron INFO: Epoch: 294/400 || Iters: 92/156 || Lr: 0.003037 || Loss: 0.0099 || Loss_b: 0.0683 || Cost Time: 12:26:59 || Estimated Time: 4:30:44 2020-11-03 22:31:13,947 Segmentron INFO: Epoch: 294/400 || Iters: 102/156 || Lr: 0.003035 || Loss: 0.0067 || Loss_b: 0.0616 || Cost Time: 12:27:08 || Estimated Time: 4:30:34 2020-11-03 22:31:23,879 Segmentron INFO: Epoch: 294/400 || Iters: 112/156 || Lr: 0.003034 || Loss: 0.0065 || Loss_b: 0.0603 || Cost Time: 12:27:18 || Estimated Time: 4:30:24 2020-11-03 22:31:35,915 Segmentron INFO: Epoch: 294/400 || Iters: 122/156 || Lr: 0.003032 || Loss: 0.0069 || Loss_b: 0.1004 || Cost Time: 12:27:30 || Estimated Time: 4:30:15 2020-11-03 22:31:44,017 Segmentron INFO: Epoch: 294/400 || Iters: 132/156 || Lr: 0.003030 || Loss: 0.0077 || Loss_b: 0.0684 || Cost Time: 12:27:38 || Estimated Time: 4:30:05 2020-11-03 22:31:54,052 Segmentron INFO: Epoch: 294/400 || Iters: 142/156 || Lr: 0.003029 || Loss: 0.0054 || Loss_b: 0.0620 || Cost Time: 12:27:48 || Estimated Time: 4:29:55 2020-11-03 22:32:04,376 Segmentron INFO: Epoch: 294/400 || Iters: 152/156 || Lr: 0.003027 || Loss: 0.0105 || Loss_b: 0.0759 || Cost Time: 12:27:59 || Estimated Time: 4:29:46 2020-11-03 22:32:08,748 Segmentron INFO: Epoch 294 model saved in: workdir/a2-2-3-400e/294.pth 2020-11-03 22:32:14,172 Segmentron INFO: Epoch: 295/400 || Iters: 6/156 || Lr: 0.003025 || Loss: 0.0074 || Loss_b: 0.0648 || Cost Time: 12:28:09 || Estimated Time: 4:29:36 2020-11-03 22:32:23,673 Segmentron INFO: Epoch: 295/400 || Iters: 16/156 || Lr: 0.003024 || Loss: 0.0093 || Loss_b: 0.0651 || Cost Time: 12:28:18 || Estimated Time: 4:29:26 2020-11-03 22:32:34,997 Segmentron INFO: Epoch: 295/400 || Iters: 26/156 || Lr: 0.003022 || Loss: 0.0076 || Loss_b: 0.0667 || Cost Time: 12:28:29 || Estimated Time: 4:29:17 2020-11-03 22:32:45,443 Segmentron INFO: Epoch: 295/400 || Iters: 36/156 || Lr: 0.003020 || Loss: 0.0081 || Loss_b: 0.0630 || Cost Time: 12:28:40 || Estimated Time: 4:29:07 2020-11-03 22:32:55,447 Segmentron INFO: Epoch: 295/400 || Iters: 46/156 || Lr: 0.003019 || Loss: 0.0088 || Loss_b: 0.0622 || Cost Time: 12:28:50 || Estimated Time: 4:28:58 2020-11-03 22:33:03,484 Segmentron INFO: Epoch: 295/400 || Iters: 56/156 || Lr: 0.003017 || Loss: 0.0090 || Loss_b: 0.0632 || Cost Time: 12:28:58 || Estimated Time: 4:28:47 2020-11-03 22:33:12,406 Segmentron INFO: Epoch: 295/400 || Iters: 66/156 || Lr: 0.003015 || Loss: 0.0064 || Loss_b: 0.0588 || Cost Time: 12:29:07 || Estimated Time: 4:28:37 2020-11-03 22:33:22,286 Segmentron INFO: Epoch: 295/400 || Iters: 76/156 || Lr: 0.003014 || Loss: 0.0065 || Loss_b: 0.0602 || Cost Time: 12:29:17 || Estimated Time: 4:28:27 2020-11-03 22:33:31,969 Segmentron INFO: Epoch: 295/400 || Iters: 86/156 || Lr: 0.003012 || Loss: 0.0116 || Loss_b: 0.0676 || Cost Time: 12:29:26 || Estimated Time: 4:28:18 2020-11-03 22:33:41,195 Segmentron INFO: Epoch: 295/400 || Iters: 96/156 || Lr: 0.003011 || Loss: 0.0055 || Loss_b: 0.3140 || Cost Time: 12:29:36 || Estimated Time: 4:28:08 2020-11-03 22:33:49,998 Segmentron INFO: Epoch: 295/400 || Iters: 106/156 || Lr: 0.003009 || Loss: 0.0132 || Loss_b: 0.1442 || Cost Time: 12:29:44 || Estimated Time: 4:27:57 2020-11-03 22:33:59,989 Segmentron INFO: Epoch: 295/400 || Iters: 116/156 || Lr: 0.003007 || Loss: 0.0094 || Loss_b: 0.1230 || Cost Time: 12:29:54 || Estimated Time: 4:27:48 2020-11-03 22:34:11,677 Segmentron INFO: Epoch: 295/400 || Iters: 126/156 || Lr: 0.003006 || Loss: 0.0067 || Loss_b: 0.0785 || Cost Time: 12:30:06 || Estimated Time: 4:27:39 2020-11-03 22:34:22,739 Segmentron INFO: Epoch: 295/400 || Iters: 136/156 || Lr: 0.003004 || Loss: 0.0060 || Loss_b: 0.0595 || Cost Time: 12:30:17 || Estimated Time: 4:27:29 2020-11-03 22:34:30,939 Segmentron INFO: Epoch: 295/400 || Iters: 146/156 || Lr: 0.003002 || Loss: 0.0069 || Loss_b: 0.0680 || Cost Time: 12:30:25 || Estimated Time: 4:27:19 2020-11-03 22:34:40,124 Segmentron INFO: Epoch: 295/400 || Iters: 0/156 || Lr: 0.003001 || Loss: 0.0093 || Loss_b: 0.0634 || Cost Time: 12:30:35 || Estimated Time: 4:27:09 2020-11-03 22:34:40,559 Segmentron INFO: Epoch 295 model saved in: workdir/a2-2-3-400e/295.pth 2020-11-03 22:34:51,011 Segmentron INFO: Epoch: 296/400 || Iters: 10/156 || Lr: 0.002999 || Loss: 0.0053 || Loss_b: 0.0565 || Cost Time: 12:30:45 || Estimated Time: 4:27:00 2020-11-03 22:35:00,431 Segmentron INFO: Epoch: 296/400 || Iters: 20/156 || Lr: 0.002997 || Loss: 0.0081 || Loss_b: 0.0578 || Cost Time: 12:30:55 || Estimated Time: 4:26:50 2020-11-03 22:35:09,821 Segmentron INFO: Epoch: 296/400 || Iters: 30/156 || Lr: 0.002996 || Loss: 0.0109 || Loss_b: 0.0725 || Cost Time: 12:31:04 || Estimated Time: 4:26:40 2020-11-03 22:35:20,624 Segmentron INFO: Epoch: 296/400 || Iters: 40/156 || Lr: 0.002994 || Loss: 0.0068 || Loss_b: 0.0592 || Cost Time: 12:31:15 || Estimated Time: 4:26:30 2020-11-03 22:35:29,104 Segmentron INFO: Epoch: 296/400 || Iters: 50/156 || Lr: 0.002992 || Loss: 0.0067 || Loss_b: 0.0626 || Cost Time: 12:31:23 || Estimated Time: 4:26:20 2020-11-03 22:35:39,621 Segmentron INFO: Epoch: 296/400 || Iters: 60/156 || Lr: 0.002991 || Loss: 0.0065 || Loss_b: 0.0600 || Cost Time: 12:31:34 || Estimated Time: 4:26:10 2020-11-03 22:35:49,208 Segmentron INFO: Epoch: 296/400 || Iters: 70/156 || Lr: 0.002989 || Loss: 0.0076 || Loss_b: 0.0614 || Cost Time: 12:31:44 || Estimated Time: 4:26:01 2020-11-03 22:35:58,342 Segmentron INFO: Epoch: 296/400 || Iters: 80/156 || Lr: 0.002987 || Loss: 0.0069 || Loss_b: 0.0588 || Cost Time: 12:31:53 || Estimated Time: 4:25:51 2020-11-03 22:36:07,511 Segmentron INFO: Epoch: 296/400 || Iters: 90/156 || Lr: 0.002986 || Loss: 0.0091 || Loss_b: 0.0639 || Cost Time: 12:32:02 || Estimated Time: 4:25:41 2020-11-03 22:36:17,548 Segmentron INFO: Epoch: 296/400 || Iters: 100/156 || Lr: 0.002984 || Loss: 0.0071 || Loss_b: 0.0609 || Cost Time: 12:32:12 || Estimated Time: 4:25:31 2020-11-03 22:36:29,130 Segmentron INFO: Epoch: 296/400 || Iters: 110/156 || Lr: 0.002983 || Loss: 0.0098 || Loss_b: 0.0626 || Cost Time: 12:32:24 || Estimated Time: 4:25:22 2020-11-03 22:36:38,861 Segmentron INFO: Epoch: 296/400 || Iters: 120/156 || Lr: 0.002981 || Loss: 0.0060 || Loss_b: 0.0570 || Cost Time: 12:32:33 || Estimated Time: 4:25:12 2020-11-03 22:36:47,382 Segmentron INFO: Epoch: 296/400 || Iters: 130/156 || Lr: 0.002979 || Loss: 0.0102 || Loss_b: 0.0669 || Cost Time: 12:32:42 || Estimated Time: 4:25:02 2020-11-03 22:36:56,331 Segmentron INFO: Epoch: 296/400 || Iters: 140/156 || Lr: 0.002978 || Loss: 0.0091 || Loss_b: 0.0640 || Cost Time: 12:32:51 || Estimated Time: 4:24:52 2020-11-03 22:37:06,371 Segmentron INFO: Epoch: 296/400 || Iters: 150/156 || Lr: 0.002976 || Loss: 0.0065 || Loss_b: 0.8256 || Cost Time: 12:33:01 || Estimated Time: 4:24:42 2020-11-03 22:37:14,778 Segmentron INFO: Epoch 296 model saved in: workdir/a2-2-3-400e/296.pth 2020-11-03 22:37:17,785 Segmentron INFO: Epoch: 297/400 || Iters: 4/156 || Lr: 0.002974 || Loss: 0.0056 || Loss_b: 0.8678 || Cost Time: 12:33:12 || Estimated Time: 4:24:33 2020-11-03 22:37:26,226 Segmentron INFO: Epoch: 297/400 || Iters: 14/156 || Lr: 0.002973 || Loss: 0.0053 || Loss_b: 0.8138 || Cost Time: 12:33:21 || Estimated Time: 4:24:22 2020-11-03 22:37:36,331 Segmentron INFO: Epoch: 297/400 || Iters: 24/156 || Lr: 0.002971 || Loss: 0.0089 || Loss_b: 0.7056 || Cost Time: 12:33:31 || Estimated Time: 4:24:13 2020-11-03 22:37:47,050 Segmentron INFO: Epoch: 297/400 || Iters: 34/156 || Lr: 0.002969 || Loss: 0.0101 || Loss_b: 0.2610 || Cost Time: 12:33:41 || Estimated Time: 4:24:03 2020-11-03 22:37:57,533 Segmentron INFO: Epoch: 297/400 || Iters: 44/156 || Lr: 0.002968 || Loss: 0.0076 || Loss_b: 0.1005 || Cost Time: 12:33:52 || Estimated Time: 4:23:54 2020-11-03 22:38:06,219 Segmentron INFO: Epoch: 297/400 || Iters: 54/156 || Lr: 0.002966 || Loss: 0.0062 || Loss_b: 0.0775 || Cost Time: 12:34:01 || Estimated Time: 4:23:44 2020-11-03 22:38:15,909 Segmentron INFO: Epoch: 297/400 || Iters: 64/156 || Lr: 0.002964 || Loss: 0.0073 || Loss_b: 0.0675 || Cost Time: 12:34:10 || Estimated Time: 4:23:34 2020-11-03 22:38:26,375 Segmentron INFO: Epoch: 297/400 || Iters: 74/156 || Lr: 0.002963 || Loss: 0.0099 || Loss_b: 0.0792 || Cost Time: 12:34:21 || Estimated Time: 4:23:24 2020-11-03 22:38:35,284 Segmentron INFO: Epoch: 297/400 || Iters: 84/156 || Lr: 0.002961 || Loss: 0.0151 || Loss_b: 0.0749 || Cost Time: 12:34:30 || Estimated Time: 4:23:14 2020-11-03 22:38:45,227 Segmentron INFO: Epoch: 297/400 || Iters: 94/156 || Lr: 0.002959 || Loss: 0.0099 || Loss_b: 0.0767 || Cost Time: 12:34:40 || Estimated Time: 4:23:04 2020-11-03 22:38:54,533 Segmentron INFO: Epoch: 297/400 || Iters: 104/156 || Lr: 0.002958 || Loss: 0.0062 || Loss_b: 0.0639 || Cost Time: 12:34:49 || Estimated Time: 4:22:54 2020-11-03 22:39:03,442 Segmentron INFO: Epoch: 297/400 || Iters: 114/156 || Lr: 0.002956 || Loss: 0.0060 || Loss_b: 0.0734 || Cost Time: 12:34:58 || Estimated Time: 4:22:44 2020-11-03 22:39:13,652 Segmentron INFO: Epoch: 297/400 || Iters: 124/156 || Lr: 0.002954 || Loss: 0.0067 || Loss_b: 0.0638 || Cost Time: 12:35:08 || Estimated Time: 4:22:35 2020-11-03 22:39:23,533 Segmentron INFO: Epoch: 297/400 || Iters: 134/156 || Lr: 0.002953 || Loss: 0.0084 || Loss_b: 0.0831 || Cost Time: 12:35:18 || Estimated Time: 4:22:25 2020-11-03 22:39:34,441 Segmentron INFO: Epoch: 297/400 || Iters: 144/156 || Lr: 0.002951 || Loss: 0.0100 || Loss_b: 0.0678 || Cost Time: 12:35:29 || Estimated Time: 4:22:16 2020-11-03 22:39:43,182 Segmentron INFO: Epoch: 297/400 || Iters: 154/156 || Lr: 0.002949 || Loss: 0.0140 || Loss_b: 0.0775 || Cost Time: 12:35:38 || Estimated Time: 4:22:05 2020-11-03 22:39:45,931 Segmentron INFO: Epoch 297 model saved in: workdir/a2-2-3-400e/297.pth 2020-11-03 22:39:54,833 Segmentron INFO: Epoch: 298/400 || Iters: 8/156 || Lr: 0.002948 || Loss: 0.0081 || Loss_b: 0.0653 || Cost Time: 12:35:49 || Estimated Time: 4:21:56 2020-11-03 22:40:05,174 Segmentron INFO: Epoch: 298/400 || Iters: 18/156 || Lr: 0.002946 || Loss: 0.0099 || Loss_b: 0.0689 || Cost Time: 12:36:00 || Estimated Time: 4:21:47 2020-11-03 22:40:15,088 Segmentron INFO: Epoch: 298/400 || Iters: 28/156 || Lr: 0.002945 || Loss: 0.0156 || Loss_b: 0.0760 || Cost Time: 12:36:09 || Estimated Time: 4:21:37 2020-11-03 22:40:23,832 Segmentron INFO: Epoch: 298/400 || Iters: 38/156 || Lr: 0.002943 || Loss: 0.0077 || Loss_b: 0.0662 || Cost Time: 12:36:18 || Estimated Time: 4:21:27 2020-11-03 22:40:34,231 Segmentron INFO: Epoch: 298/400 || Iters: 48/156 || Lr: 0.002941 || Loss: 0.0070 || Loss_b: 0.0692 || Cost Time: 12:36:29 || Estimated Time: 4:21:17 2020-11-03 22:40:44,101 Segmentron INFO: Epoch: 298/400 || Iters: 58/156 || Lr: 0.002940 || Loss: 0.0061 || Loss_b: 0.0619 || Cost Time: 12:36:38 || Estimated Time: 4:21:07 2020-11-03 22:40:52,614 Segmentron INFO: Epoch: 298/400 || Iters: 68/156 || Lr: 0.002938 || Loss: 0.0076 || Loss_b: 0.0610 || Cost Time: 12:36:47 || Estimated Time: 4:20:57 2020-11-03 22:41:01,488 Segmentron INFO: Epoch: 298/400 || Iters: 78/156 || Lr: 0.002936 || Loss: 0.0118 || Loss_b: 0.0753 || Cost Time: 12:36:56 || Estimated Time: 4:20:47 2020-11-03 22:41:11,586 Segmentron INFO: Epoch: 298/400 || Iters: 88/156 || Lr: 0.002935 || Loss: 0.0136 || Loss_b: 0.0688 || Cost Time: 12:37:06 || Estimated Time: 4:20:37 2020-11-03 22:41:21,326 Segmentron INFO: Epoch: 298/400 || Iters: 98/156 || Lr: 0.002933 || Loss: 0.0121 || Loss_b: 0.0666 || Cost Time: 12:37:16 || Estimated Time: 4:20:28 2020-11-03 22:41:30,720 Segmentron INFO: Epoch: 298/400 || Iters: 108/156 || Lr: 0.002931 || Loss: 0.0090 || Loss_b: 0.0651 || Cost Time: 12:37:25 || Estimated Time: 4:20:18 2020-11-03 22:41:40,637 Segmentron INFO: Epoch: 298/400 || Iters: 118/156 || Lr: 0.002930 || Loss: 0.0134 || Loss_b: 0.0701 || Cost Time: 12:37:35 || Estimated Time: 4:20:08 2020-11-03 22:41:52,558 Segmentron INFO: Epoch: 298/400 || Iters: 128/156 || Lr: 0.002928 || Loss: 0.0071 || Loss_b: 0.0949 || Cost Time: 12:37:47 || Estimated Time: 4:19:59 2020-11-03 22:42:01,144 Segmentron INFO: Epoch: 298/400 || Iters: 138/156 || Lr: 0.002926 || Loss: 0.0076 || Loss_b: 0.0647 || Cost Time: 12:37:56 || Estimated Time: 4:19:49 2020-11-03 22:42:11,164 Segmentron INFO: Epoch: 298/400 || Iters: 148/156 || Lr: 0.002925 || Loss: 0.0092 || Loss_b: 0.0664 || Cost Time: 12:38:06 || Estimated Time: 4:19:39 2020-11-03 22:42:18,659 Segmentron INFO: Epoch 298 model saved in: workdir/a2-2-3-400e/298.pth 2020-11-03 22:42:20,428 Segmentron INFO: Epoch: 299/400 || Iters: 2/156 || Lr: 0.002923 || Loss: 0.0062 || Loss_b: 0.0598 || Cost Time: 12:38:15 || Estimated Time: 4:19:29 2020-11-03 22:42:29,622 Segmentron INFO: Epoch: 299/400 || Iters: 12/156 || Lr: 0.002921 || Loss: 0.0060 || Loss_b: 0.0605 || Cost Time: 12:38:24 || Estimated Time: 4:19:19 2020-11-03 22:42:38,125 Segmentron INFO: Epoch: 299/400 || Iters: 22/156 || Lr: 0.002920 || Loss: 0.0066 || Loss_b: 0.0595 || Cost Time: 12:38:33 || Estimated Time: 4:19:09 2020-11-03 22:42:48,123 Segmentron INFO: Epoch: 299/400 || Iters: 32/156 || Lr: 0.002918 || Loss: 0.0098 || Loss_b: 0.0717 || Cost Time: 12:38:43 || Estimated Time: 4:18:59 2020-11-03 22:42:58,808 Segmentron INFO: Epoch: 299/400 || Iters: 42/156 || Lr: 0.002916 || Loss: 0.0066 || Loss_b: 0.0687 || Cost Time: 12:38:53 || Estimated Time: 4:18:50 2020-11-03 22:43:09,057 Segmentron INFO: Epoch: 299/400 || Iters: 52/156 || Lr: 0.002915 || Loss: 0.0099 || Loss_b: 0.0753 || Cost Time: 12:39:03 || Estimated Time: 4:18:40 2020-11-03 22:43:17,520 Segmentron INFO: Epoch: 299/400 || Iters: 62/156 || Lr: 0.002913 || Loss: 0.0100 || Loss_b: 0.0669 || Cost Time: 12:39:12 || Estimated Time: 4:18:30 2020-11-03 22:43:27,904 Segmentron INFO: Epoch: 299/400 || Iters: 72/156 || Lr: 0.002911 || Loss: 0.0062 || Loss_b: 0.0590 || Cost Time: 12:39:22 || Estimated Time: 4:18:20 2020-11-03 22:43:37,406 Segmentron INFO: Epoch: 299/400 || Iters: 82/156 || Lr: 0.002910 || Loss: 0.0065 || Loss_b: 0.0599 || Cost Time: 12:39:32 || Estimated Time: 4:18:10 2020-11-03 22:43:47,915 Segmentron INFO: Epoch: 299/400 || Iters: 92/156 || Lr: 0.002908 || Loss: 0.0057 || Loss_b: 0.0569 || Cost Time: 12:39:42 || Estimated Time: 4:18:01 2020-11-03 22:43:56,864 Segmentron INFO: Epoch: 299/400 || Iters: 102/156 || Lr: 0.002907 || Loss: 0.0072 || Loss_b: 0.0933 || Cost Time: 12:39:51 || Estimated Time: 4:17:51 2020-11-03 22:44:06,606 Segmentron INFO: Epoch: 299/400 || Iters: 112/156 || Lr: 0.002905 || Loss: 0.0064 || Loss_b: 0.0630 || Cost Time: 12:40:01 || Estimated Time: 4:17:41 2020-11-03 22:44:16,031 Segmentron INFO: Epoch: 299/400 || Iters: 122/156 || Lr: 0.002903 || Loss: 0.0114 || Loss_b: 0.0775 || Cost Time: 12:40:10 || Estimated Time: 4:17:31 2020-11-03 22:44:27,041 Segmentron INFO: Epoch: 299/400 || Iters: 132/156 || Lr: 0.002902 || Loss: 0.0084 || Loss_b: 0.0642 || Cost Time: 12:40:21 || Estimated Time: 4:17:22 2020-11-03 22:44:37,073 Segmentron INFO: Epoch: 299/400 || Iters: 142/156 || Lr: 0.002900 || Loss: 0.0060 || Loss_b: 0.0674 || Cost Time: 12:40:31 || Estimated Time: 4:17:12 2020-11-03 22:44:45,527 Segmentron INFO: Epoch: 299/400 || Iters: 152/156 || Lr: 0.002898 || Loss: 0.0066 || Loss_b: 0.0667 || Cost Time: 12:40:40 || Estimated Time: 4:17:02 2020-11-03 22:44:51,076 Segmentron INFO: Epoch 299 model saved in: workdir/a2-2-3-400e/299.pth 2020-11-03 22:44:56,358 Segmentron INFO: Epoch: 300/400 || Iters: 6/156 || Lr: 0.002897 || Loss: 0.0086 || Loss_b: 0.0628 || Cost Time: 12:40:51 || Estimated Time: 4:16:52 2020-11-03 22:45:06,675 Segmentron INFO: Epoch: 300/400 || Iters: 16/156 || Lr: 0.002895 || Loss: 0.0097 || Loss_b: 0.0646 || Cost Time: 12:41:01 || Estimated Time: 4:16:43 2020-11-03 22:45:15,718 Segmentron INFO: Epoch: 300/400 || Iters: 26/156 || Lr: 0.002893 || Loss: 0.0057 || Loss_b: 0.0637 || Cost Time: 12:41:10 || Estimated Time: 4:16:33 2020-11-03 22:45:26,081 Segmentron INFO: Epoch: 300/400 || Iters: 36/156 || Lr: 0.002892 || Loss: 0.0063 || Loss_b: 0.0618 || Cost Time: 12:41:20 || Estimated Time: 4:16:23 2020-11-03 22:45:34,732 Segmentron INFO: Epoch: 300/400 || Iters: 46/156 || Lr: 0.002890 || Loss: 0.0053 || Loss_b: 0.0634 || Cost Time: 12:41:29 || Estimated Time: 4:16:13 2020-11-03 22:45:44,763 Segmentron INFO: Epoch: 300/400 || Iters: 56/156 || Lr: 0.002888 || Loss: 0.0109 || Loss_b: 0.0615 || Cost Time: 12:41:39 || Estimated Time: 4:16:03 2020-11-03 22:45:55,887 Segmentron INFO: Epoch: 300/400 || Iters: 66/156 || Lr: 0.002887 || Loss: 0.0066 || Loss_b: 0.0623 || Cost Time: 12:41:50 || Estimated Time: 4:15:54 2020-11-03 22:46:07,321 Segmentron INFO: Epoch: 300/400 || Iters: 76/156 || Lr: 0.002885 || Loss: 0.0110 || Loss_b: 0.0633 || Cost Time: 12:42:02 || Estimated Time: 4:15:45 2020-11-03 22:46:15,246 Segmentron INFO: Epoch: 300/400 || Iters: 86/156 || Lr: 0.002883 || Loss: 0.0089 || Loss_b: 0.0646 || Cost Time: 12:42:10 || Estimated Time: 4:15:34 2020-11-03 22:46:23,998 Segmentron INFO: Epoch: 300/400 || Iters: 96/156 || Lr: 0.002882 || Loss: 0.0083 || Loss_b: 0.0638 || Cost Time: 12:42:18 || Estimated Time: 4:15:24 2020-11-03 22:46:33,169 Segmentron INFO: Epoch: 300/400 || Iters: 106/156 || Lr: 0.002880 || Loss: 0.0084 || Loss_b: 0.0625 || Cost Time: 12:42:28 || Estimated Time: 4:15:14 2020-11-03 22:46:42,088 Segmentron INFO: Epoch: 300/400 || Iters: 116/156 || Lr: 0.002878 || Loss: 0.0087 || Loss_b: 0.0628 || Cost Time: 12:42:36 || Estimated Time: 4:15:04 2020-11-03 22:46:54,119 Segmentron INFO: Epoch: 300/400 || Iters: 126/156 || Lr: 0.002877 || Loss: 0.0057 || Loss_b: 0.0595 || Cost Time: 12:42:49 || Estimated Time: 4:14:55 2020-11-03 22:47:02,949 Segmentron INFO: Epoch: 300/400 || Iters: 136/156 || Lr: 0.002875 || Loss: 0.0106 || Loss_b: 0.0676 || Cost Time: 12:42:57 || Estimated Time: 4:14:45 2020-11-03 22:47:13,166 Segmentron INFO: Epoch: 300/400 || Iters: 146/156 || Lr: 0.002873 || Loss: 0.0065 || Loss_b: 0.0616 || Cost Time: 12:43:08 || Estimated Time: 4:14:35 2020-11-03 22:47:22,599 Segmentron INFO: Epoch: 300/400 || Iters: 0/156 || Lr: 0.002872 || Loss: 0.0086 || Loss_b: 0.0656 || Cost Time: 12:43:17 || Estimated Time: 4:14:25 2020-11-03 22:47:23,374 Segmentron INFO: Epoch 300 model saved in: workdir/a2-2-3-400e/300.pth 2020-11-03 22:47:33,129 Segmentron INFO: Epoch: 301/400 || Iters: 10/156 || Lr: 0.002870 || Loss: 0.0073 || Loss_b: 0.0626 || Cost Time: 12:43:28 || Estimated Time: 4:14:16 2020-11-03 22:47:42,824 Segmentron INFO: Epoch: 301/400 || Iters: 20/156 || Lr: 0.002868 || Loss: 0.0072 || Loss_b: 0.0636 || Cost Time: 12:43:37 || Estimated Time: 4:14:06 2020-11-03 22:47:52,337 Segmentron INFO: Epoch: 301/400 || Iters: 30/156 || Lr: 0.002867 || Loss: 0.0097 || Loss_b: 0.0629 || Cost Time: 12:43:47 || Estimated Time: 4:13:56 2020-11-03 22:48:01,975 Segmentron INFO: Epoch: 301/400 || Iters: 40/156 || Lr: 0.002865 || Loss: 0.0082 || Loss_b: 0.0881 || Cost Time: 12:43:56 || Estimated Time: 4:13:46 2020-11-03 22:48:14,321 Segmentron INFO: Epoch: 301/400 || Iters: 50/156 || Lr: 0.002863 || Loss: 0.0068 || Loss_b: 0.2097 || Cost Time: 12:44:09 || Estimated Time: 4:13:37 2020-11-03 22:48:23,202 Segmentron INFO: Epoch: 301/400 || Iters: 60/156 || Lr: 0.002862 || Loss: 0.0073 || Loss_b: 0.0833 || Cost Time: 12:44:18 || Estimated Time: 4:13:27 2020-11-03 22:48:32,695 Segmentron INFO: Epoch: 301/400 || Iters: 70/156 || Lr: 0.002860 || Loss: 0.0048 || Loss_b: 0.0796 || Cost Time: 12:44:27 || Estimated Time: 4:13:17 2020-11-03 22:48:41,574 Segmentron INFO: Epoch: 301/400 || Iters: 80/156 || Lr: 0.002858 || Loss: 0.0069 || Loss_b: 0.0658 || Cost Time: 12:44:36 || Estimated Time: 4:13:07 2020-11-03 22:48:52,571 Segmentron INFO: Epoch: 301/400 || Iters: 90/156 || Lr: 0.002857 || Loss: 0.0070 || Loss_b: 0.0599 || Cost Time: 12:44:47 || Estimated Time: 4:12:58 2020-11-03 22:49:03,116 Segmentron INFO: Epoch: 301/400 || Iters: 100/156 || Lr: 0.002855 || Loss: 0.0059 || Loss_b: 0.0604 || Cost Time: 12:44:58 || Estimated Time: 4:12:48 2020-11-03 22:49:12,182 Segmentron INFO: Epoch: 301/400 || Iters: 110/156 || Lr: 0.002854 || Loss: 0.0065 || Loss_b: 0.0605 || Cost Time: 12:45:07 || Estimated Time: 4:12:38 2020-11-03 22:49:21,902 Segmentron INFO: Epoch: 301/400 || Iters: 120/156 || Lr: 0.002852 || Loss: 0.0065 || Loss_b: 0.0586 || Cost Time: 12:45:16 || Estimated Time: 4:12:29 2020-11-03 22:49:30,536 Segmentron INFO: Epoch: 301/400 || Iters: 130/156 || Lr: 0.002850 || Loss: 0.0057 || Loss_b: 0.0628 || Cost Time: 12:45:25 || Estimated Time: 4:12:18 2020-11-03 22:49:40,592 Segmentron INFO: Epoch: 301/400 || Iters: 140/156 || Lr: 0.002849 || Loss: 0.0083 || Loss_b: 0.0610 || Cost Time: 12:45:35 || Estimated Time: 4:12:09 2020-11-03 22:49:49,658 Segmentron INFO: Epoch: 301/400 || Iters: 150/156 || Lr: 0.002847 || Loss: 0.0063 || Loss_b: 0.0629 || Cost Time: 12:45:44 || Estimated Time: 4:11:59 2020-11-03 22:49:56,005 Segmentron INFO: Epoch 301 model saved in: workdir/a2-2-3-400e/301.pth 2020-11-03 22:50:00,544 Segmentron INFO: Epoch: 302/400 || Iters: 4/156 || Lr: 0.002845 || Loss: 0.0074 || Loss_b: 0.0621 || Cost Time: 12:45:55 || Estimated Time: 4:11:49 2020-11-03 22:50:11,485 Segmentron INFO: Epoch: 302/400 || Iters: 14/156 || Lr: 0.002844 || Loss: 0.0054 || Loss_b: 0.0573 || Cost Time: 12:46:06 || Estimated Time: 4:11:40 2020-11-03 22:50:21,282 Segmentron INFO: Epoch: 302/400 || Iters: 24/156 || Lr: 0.002842 || Loss: 0.0060 || Loss_b: 0.0636 || Cost Time: 12:46:16 || Estimated Time: 4:11:30 2020-11-03 22:50:29,638 Segmentron INFO: Epoch: 302/400 || Iters: 34/156 || Lr: 0.002840 || Loss: 0.0057 || Loss_b: 0.0597 || Cost Time: 12:46:24 || Estimated Time: 4:11:20 2020-11-03 22:50:38,624 Segmentron INFO: Epoch: 302/400 || Iters: 44/156 || Lr: 0.002839 || Loss: 0.0075 || Loss_b: 0.0673 || Cost Time: 12:46:33 || Estimated Time: 4:11:10 2020-11-03 22:50:47,505 Segmentron INFO: Epoch: 302/400 || Iters: 54/156 || Lr: 0.002837 || Loss: 0.0112 || Loss_b: 0.0748 || Cost Time: 12:46:42 || Estimated Time: 4:11:00 2020-11-03 22:50:58,114 Segmentron INFO: Epoch: 302/400 || Iters: 64/156 || Lr: 0.002835 || Loss: 0.0083 || Loss_b: 0.0595 || Cost Time: 12:46:53 || Estimated Time: 4:10:50 2020-11-03 22:51:09,055 Segmentron INFO: Epoch: 302/400 || Iters: 74/156 || Lr: 0.002834 || Loss: 0.0061 || Loss_b: 0.0648 || Cost Time: 12:47:03 || Estimated Time: 4:10:41 2020-11-03 22:51:17,719 Segmentron INFO: Epoch: 302/400 || Iters: 84/156 || Lr: 0.002832 || Loss: 0.0099 || Loss_b: 0.0663 || Cost Time: 12:47:12 || Estimated Time: 4:10:31 2020-11-03 22:51:27,559 Segmentron INFO: Epoch: 302/400 || Iters: 94/156 || Lr: 0.002830 || Loss: 0.0081 || Loss_b: 0.0630 || Cost Time: 12:47:22 || Estimated Time: 4:10:21 2020-11-03 22:51:36,324 Segmentron INFO: Epoch: 302/400 || Iters: 104/156 || Lr: 0.002829 || Loss: 0.0081 || Loss_b: 0.0629 || Cost Time: 12:47:31 || Estimated Time: 4:10:11 2020-11-03 22:51:45,631 Segmentron INFO: Epoch: 302/400 || Iters: 114/156 || Lr: 0.002827 || Loss: 0.0061 || Loss_b: 0.0674 || Cost Time: 12:47:40 || Estimated Time: 4:10:01 2020-11-03 22:51:56,198 Segmentron INFO: Epoch: 302/400 || Iters: 124/156 || Lr: 0.002825 || Loss: 0.0088 || Loss_b: 0.0724 || Cost Time: 12:47:51 || Estimated Time: 4:09:51 2020-11-03 22:52:05,674 Segmentron INFO: Epoch: 302/400 || Iters: 134/156 || Lr: 0.002824 || Loss: 0.0099 || Loss_b: 0.0739 || Cost Time: 12:48:00 || Estimated Time: 4:09:41 2020-11-03 22:52:16,130 Segmentron INFO: Epoch: 302/400 || Iters: 144/156 || Lr: 0.002822 || Loss: 0.0108 || Loss_b: 0.0629 || Cost Time: 12:48:11 || Estimated Time: 4:09:32 2020-11-03 22:52:26,212 Segmentron INFO: Epoch: 302/400 || Iters: 154/156 || Lr: 0.002820 || Loss: 0.0086 || Loss_b: 0.0609 || Cost Time: 12:48:21 || Estimated Time: 4:09:22 2020-11-03 22:52:28,657 Segmentron INFO: Epoch 302 model saved in: workdir/a2-2-3-400e/302.pth 2020-11-03 22:52:35,603 Segmentron INFO: Epoch: 303/400 || Iters: 8/156 || Lr: 0.002819 || Loss: 0.0066 || Loss_b: 0.0601 || Cost Time: 12:48:30 || Estimated Time: 4:09:12 2020-11-03 22:52:44,521 Segmentron INFO: Epoch: 303/400 || Iters: 18/156 || Lr: 0.002817 || Loss: 0.0076 || Loss_b: 0.0617 || Cost Time: 12:48:39 || Estimated Time: 4:09:02 2020-11-03 22:52:54,709 Segmentron INFO: Epoch: 303/400 || Iters: 28/156 || Lr: 0.002815 || Loss: 0.0061 || Loss_b: 0.0609 || Cost Time: 12:48:49 || Estimated Time: 4:08:52 2020-11-03 22:53:05,402 Segmentron INFO: Epoch: 303/400 || Iters: 38/156 || Lr: 0.002814 || Loss: 0.0083 || Loss_b: 0.0629 || Cost Time: 12:49:00 || Estimated Time: 4:08:43 2020-11-03 22:53:16,471 Segmentron INFO: Epoch: 303/400 || Iters: 48/156 || Lr: 0.002812 || Loss: 0.0087 || Loss_b: 0.0631 || Cost Time: 12:49:11 || Estimated Time: 4:08:34 2020-11-03 22:53:25,828 Segmentron INFO: Epoch: 303/400 || Iters: 58/156 || Lr: 0.002810 || Loss: 0.0042 || Loss_b: 0.0582 || Cost Time: 12:49:20 || Estimated Time: 4:08:24 2020-11-03 22:53:34,511 Segmentron INFO: Epoch: 303/400 || Iters: 68/156 || Lr: 0.002809 || Loss: 0.0060 || Loss_b: 0.0612 || Cost Time: 12:49:29 || Estimated Time: 4:08:13 2020-11-03 22:53:45,656 Segmentron INFO: Epoch: 303/400 || Iters: 78/156 || Lr: 0.002807 || Loss: 0.0065 || Loss_b: 0.0669 || Cost Time: 12:49:40 || Estimated Time: 4:08:04 2020-11-03 22:53:54,069 Segmentron INFO: Epoch: 303/400 || Iters: 88/156 || Lr: 0.002805 || Loss: 0.0059 || Loss_b: 0.0744 || Cost Time: 12:49:48 || Estimated Time: 4:07:54 2020-11-03 22:54:02,800 Segmentron INFO: Epoch: 303/400 || Iters: 98/156 || Lr: 0.002804 || Loss: 0.0082 || Loss_b: 0.0646 || Cost Time: 12:49:57 || Estimated Time: 4:07:44 2020-11-03 22:54:13,637 Segmentron INFO: Epoch: 303/400 || Iters: 108/156 || Lr: 0.002802 || Loss: 0.0092 || Loss_b: 0.0636 || Cost Time: 12:50:08 || Estimated Time: 4:07:34 2020-11-03 22:54:25,371 Segmentron INFO: Epoch: 303/400 || Iters: 118/156 || Lr: 0.002800 || Loss: 0.0122 || Loss_b: 0.0717 || Cost Time: 12:50:20 || Estimated Time: 4:07:25 2020-11-03 22:54:35,051 Segmentron INFO: Epoch: 303/400 || Iters: 128/156 || Lr: 0.002799 || Loss: 0.0098 || Loss_b: 0.0651 || Cost Time: 12:50:29 || Estimated Time: 4:07:15 2020-11-03 22:54:44,629 Segmentron INFO: Epoch: 303/400 || Iters: 138/156 || Lr: 0.002797 || Loss: 0.0103 || Loss_b: 0.0675 || Cost Time: 12:50:39 || Estimated Time: 4:07:06 2020-11-03 22:54:54,873 Segmentron INFO: Epoch: 303/400 || Iters: 148/156 || Lr: 0.002795 || Loss: 0.0079 || Loss_b: 0.0735 || Cost Time: 12:50:49 || Estimated Time: 4:06:56 2020-11-03 22:55:03,054 Segmentron INFO: Epoch 303 model saved in: workdir/a2-2-3-400e/303.pth 2020-11-03 22:55:04,665 Segmentron INFO: Epoch: 304/400 || Iters: 2/156 || Lr: 0.002794 || Loss: 0.0139 || Loss_b: 0.0634 || Cost Time: 12:50:59 || Estimated Time: 4:06:46 2020-11-03 22:55:12,896 Segmentron INFO: Epoch: 304/400 || Iters: 12/156 || Lr: 0.002792 || Loss: 0.0077 || Loss_b: 0.0616 || Cost Time: 12:51:07 || Estimated Time: 4:06:36 2020-11-03 22:55:21,828 Segmentron INFO: Epoch: 304/400 || Iters: 22/156 || Lr: 0.002790 || Loss: 0.0075 || Loss_b: 0.0589 || Cost Time: 12:51:16 || Estimated Time: 4:06:26 2020-11-03 22:55:32,674 Segmentron INFO: Epoch: 304/400 || Iters: 32/156 || Lr: 0.002789 || Loss: 0.0071 || Loss_b: 0.0643 || Cost Time: 12:51:27 || Estimated Time: 4:06:16 2020-11-03 22:55:42,133 Segmentron INFO: Epoch: 304/400 || Iters: 42/156 || Lr: 0.002787 || Loss: 0.0056 || Loss_b: 0.0607 || Cost Time: 12:51:37 || Estimated Time: 4:06:06 2020-11-03 22:55:50,822 Segmentron INFO: Epoch: 304/400 || Iters: 52/156 || Lr: 0.002785 || Loss: 0.0061 || Loss_b: 0.0680 || Cost Time: 12:51:45 || Estimated Time: 4:05:56 2020-11-03 22:56:03,259 Segmentron INFO: Epoch: 304/400 || Iters: 62/156 || Lr: 0.002784 || Loss: 0.0080 || Loss_b: 0.0733 || Cost Time: 12:51:58 || Estimated Time: 4:05:47 2020-11-03 22:56:14,370 Segmentron INFO: Epoch: 304/400 || Iters: 72/156 || Lr: 0.002782 || Loss: 0.0116 || Loss_b: 0.0782 || Cost Time: 12:52:09 || Estimated Time: 4:05:38 2020-11-03 22:56:23,071 Segmentron INFO: Epoch: 304/400 || Iters: 82/156 || Lr: 0.002780 || Loss: 0.0094 || Loss_b: 0.0661 || Cost Time: 12:52:17 || Estimated Time: 4:05:28 2020-11-03 22:56:32,600 Segmentron INFO: Epoch: 304/400 || Iters: 92/156 || Lr: 0.002779 || Loss: 0.0067 || Loss_b: 0.0584 || Cost Time: 12:52:27 || Estimated Time: 4:05:18 2020-11-03 22:56:42,634 Segmentron INFO: Epoch: 304/400 || Iters: 102/156 || Lr: 0.002777 || Loss: 0.0044 || Loss_b: 0.0568 || Cost Time: 12:52:37 || Estimated Time: 4:05:08 2020-11-03 22:56:53,134 Segmentron INFO: Epoch: 304/400 || Iters: 112/156 || Lr: 0.002775 || Loss: 0.0079 || Loss_b: 0.0615 || Cost Time: 12:52:48 || Estimated Time: 4:04:59 2020-11-03 22:57:01,957 Segmentron INFO: Epoch: 304/400 || Iters: 122/156 || Lr: 0.002774 || Loss: 0.0076 || Loss_b: 0.0621 || Cost Time: 12:52:56 || Estimated Time: 4:04:49 2020-11-03 22:57:11,691 Segmentron INFO: Epoch: 304/400 || Iters: 132/156 || Lr: 0.002772 || Loss: 0.0087 || Loss_b: 0.0621 || Cost Time: 12:53:06 || Estimated Time: 4:04:39 2020-11-03 22:57:21,731 Segmentron INFO: Epoch: 304/400 || Iters: 142/156 || Lr: 0.002770 || Loss: 0.0070 || Loss_b: 0.0611 || Cost Time: 12:53:16 || Estimated Time: 4:04:29 2020-11-03 22:57:31,454 Segmentron INFO: Epoch: 304/400 || Iters: 152/156 || Lr: 0.002769 || Loss: 0.0092 || Loss_b: 0.2746 || Cost Time: 12:53:26 || Estimated Time: 4:04:19 2020-11-03 22:57:35,701 Segmentron INFO: Epoch 304 model saved in: workdir/a2-2-3-400e/304.pth 2020-11-03 22:57:41,020 Segmentron INFO: Epoch: 305/400 || Iters: 6/156 || Lr: 0.002767 || Loss: 0.0113 || Loss_b: 0.1587 || Cost Time: 12:53:35 || Estimated Time: 4:04:09 2020-11-03 22:57:50,889 Segmentron INFO: Epoch: 305/400 || Iters: 16/156 || Lr: 0.002765 || Loss: 0.0060 || Loss_b: 0.0715 || Cost Time: 12:53:45 || Estimated Time: 4:04:00 2020-11-03 22:57:59,768 Segmentron INFO: Epoch: 305/400 || Iters: 26/156 || Lr: 0.002764 || Loss: 0.0071 || Loss_b: 0.0682 || Cost Time: 12:53:54 || Estimated Time: 4:03:50 2020-11-03 22:58:08,702 Segmentron INFO: Epoch: 305/400 || Iters: 36/156 || Lr: 0.002762 || Loss: 0.0071 || Loss_b: 0.0630 || Cost Time: 12:54:03 || Estimated Time: 4:03:40 2020-11-03 22:58:18,906 Segmentron INFO: Epoch: 305/400 || Iters: 46/156 || Lr: 0.002760 || Loss: 0.0071 || Loss_b: 0.0595 || Cost Time: 12:54:13 || Estimated Time: 4:03:30 2020-11-03 22:58:29,412 Segmentron INFO: Epoch: 305/400 || Iters: 56/156 || Lr: 0.002759 || Loss: 0.0077 || Loss_b: 0.0652 || Cost Time: 12:54:24 || Estimated Time: 4:03:20 2020-11-03 22:58:38,789 Segmentron INFO: Epoch: 305/400 || Iters: 66/156 || Lr: 0.002757 || Loss: 0.0088 || Loss_b: 0.0665 || Cost Time: 12:54:33 || Estimated Time: 4:03:10 2020-11-03 22:58:48,159 Segmentron INFO: Epoch: 305/400 || Iters: 76/156 || Lr: 0.002756 || Loss: 0.0085 || Loss_b: 0.0646 || Cost Time: 12:54:43 || Estimated Time: 4:03:01 2020-11-03 22:58:57,671 Segmentron INFO: Epoch: 305/400 || Iters: 86/156 || Lr: 0.002754 || Loss: 0.0051 || Loss_b: 0.0570 || Cost Time: 12:54:52 || Estimated Time: 4:02:51 2020-11-03 22:59:07,959 Segmentron INFO: Epoch: 305/400 || Iters: 96/156 || Lr: 0.002752 || Loss: 0.0077 || Loss_b: 0.0634 || Cost Time: 12:55:02 || Estimated Time: 4:02:41 2020-11-03 22:59:17,488 Segmentron INFO: Epoch: 305/400 || Iters: 106/156 || Lr: 0.002751 || Loss: 0.0096 || Loss_b: 0.0645 || Cost Time: 12:55:12 || Estimated Time: 4:02:31 2020-11-03 22:59:29,829 Segmentron INFO: Epoch: 305/400 || Iters: 116/156 || Lr: 0.002749 || Loss: 0.0093 || Loss_b: 0.0676 || Cost Time: 12:55:24 || Estimated Time: 4:02:22 2020-11-03 22:59:38,328 Segmentron INFO: Epoch: 305/400 || Iters: 126/156 || Lr: 0.002747 || Loss: 0.0102 || Loss_b: 0.0641 || Cost Time: 12:55:33 || Estimated Time: 4:02:12 2020-11-03 22:59:50,737 Segmentron INFO: Epoch: 305/400 || Iters: 136/156 || Lr: 0.002746 || Loss: 0.0116 || Loss_b: 0.0640 || Cost Time: 12:55:45 || Estimated Time: 4:02:03 2020-11-03 22:59:58,400 Segmentron INFO: Epoch: 305/400 || Iters: 146/156 || Lr: 0.002744 || Loss: 0.0071 || Loss_b: 0.0633 || Cost Time: 12:55:53 || Estimated Time: 4:01:53 2020-11-03 23:00:07,645 Segmentron INFO: Epoch: 305/400 || Iters: 0/156 || Lr: 0.002742 || Loss: 0.0082 || Loss_b: 0.0598 || Cost Time: 12:56:02 || Estimated Time: 4:01:43 2020-11-03 23:00:08,409 Segmentron INFO: Epoch 305 model saved in: workdir/a2-2-3-400e/305.pth 2020-11-03 23:00:16,720 Segmentron INFO: Epoch: 306/400 || Iters: 10/156 || Lr: 0.002741 || Loss: 0.0069 || Loss_b: 0.0612 || Cost Time: 12:56:11 || Estimated Time: 4:01:33 2020-11-03 23:00:25,963 Segmentron INFO: Epoch: 306/400 || Iters: 20/156 || Lr: 0.002739 || Loss: 0.0074 || Loss_b: 0.0590 || Cost Time: 12:56:20 || Estimated Time: 4:01:23 2020-11-03 23:00:35,675 Segmentron INFO: Epoch: 306/400 || Iters: 30/156 || Lr: 0.002737 || Loss: 0.0052 || Loss_b: 0.0610 || Cost Time: 12:56:30 || Estimated Time: 4:01:13 2020-11-03 23:00:45,820 Segmentron INFO: Epoch: 306/400 || Iters: 40/156 || Lr: 0.002736 || Loss: 0.0069 || Loss_b: 0.0609 || Cost Time: 12:56:40 || Estimated Time: 4:01:03 2020-11-03 23:00:55,752 Segmentron INFO: Epoch: 306/400 || Iters: 50/156 || Lr: 0.002734 || Loss: 0.0072 || Loss_b: 0.0615 || Cost Time: 12:56:50 || Estimated Time: 4:00:53 2020-11-03 23:01:04,753 Segmentron INFO: Epoch: 306/400 || Iters: 60/156 || Lr: 0.002732 || Loss: 0.0077 || Loss_b: 0.0627 || Cost Time: 12:56:59 || Estimated Time: 4:00:43 2020-11-03 23:01:13,505 Segmentron INFO: Epoch: 306/400 || Iters: 70/156 || Lr: 0.002731 || Loss: 0.0084 || Loss_b: 0.0646 || Cost Time: 12:57:08 || Estimated Time: 4:00:33 2020-11-03 23:01:23,548 Segmentron INFO: Epoch: 306/400 || Iters: 80/156 || Lr: 0.002729 || Loss: 0.0069 || Loss_b: 0.0635 || Cost Time: 12:57:18 || Estimated Time: 4:00:24 2020-11-03 23:01:34,941 Segmentron INFO: Epoch: 306/400 || Iters: 90/156 || Lr: 0.002727 || Loss: 0.0065 || Loss_b: 0.0635 || Cost Time: 12:57:29 || Estimated Time: 4:00:14 2020-11-03 23:01:44,201 Segmentron INFO: Epoch: 306/400 || Iters: 100/156 || Lr: 0.002726 || Loss: 0.0081 || Loss_b: 0.0608 || Cost Time: 12:57:39 || Estimated Time: 4:00:04 2020-11-03 23:01:53,974 Segmentron INFO: Epoch: 306/400 || Iters: 110/156 || Lr: 0.002724 || Loss: 0.0050 || Loss_b: 0.0703 || Cost Time: 12:57:48 || Estimated Time: 3:59:55 2020-11-03 23:02:03,078 Segmentron INFO: Epoch: 306/400 || Iters: 120/156 || Lr: 0.002722 || Loss: 0.0062 || Loss_b: 0.0626 || Cost Time: 12:57:57 || Estimated Time: 3:59:45 2020-11-03 23:02:12,419 Segmentron INFO: Epoch: 306/400 || Iters: 130/156 || Lr: 0.002721 || Loss: 0.0070 || Loss_b: 0.0601 || Cost Time: 12:58:07 || Estimated Time: 3:59:35 2020-11-03 23:02:21,877 Segmentron INFO: Epoch: 306/400 || Iters: 140/156 || Lr: 0.002719 || Loss: 0.0065 || Loss_b: 0.0608 || Cost Time: 12:58:16 || Estimated Time: 3:59:25 2020-11-03 23:02:33,998 Segmentron INFO: Epoch: 306/400 || Iters: 150/156 || Lr: 0.002717 || Loss: 0.0087 || Loss_b: 0.0620 || Cost Time: 12:58:28 || Estimated Time: 3:59:16 2020-11-03 23:02:39,859 Segmentron INFO: Epoch 306 model saved in: workdir/a2-2-3-400e/306.pth 2020-11-03 23:02:43,287 Segmentron INFO: Epoch: 307/400 || Iters: 4/156 || Lr: 0.002716 || Loss: 0.0077 || Loss_b: 0.0620 || Cost Time: 12:58:38 || Estimated Time: 3:59:06 2020-11-03 23:02:54,877 Segmentron INFO: Epoch: 307/400 || Iters: 14/156 || Lr: 0.002714 || Loss: 0.0060 || Loss_b: 0.0593 || Cost Time: 12:58:49 || Estimated Time: 3:58:56 2020-11-03 23:03:04,169 Segmentron INFO: Epoch: 307/400 || Iters: 24/156 || Lr: 0.002712 || Loss: 0.0059 || Loss_b: 0.0601 || Cost Time: 12:58:59 || Estimated Time: 3:58:47 2020-11-03 23:03:13,834 Segmentron INFO: Epoch: 307/400 || Iters: 34/156 || Lr: 0.002711 || Loss: 0.0126 || Loss_b: 0.0696 || Cost Time: 12:59:08 || Estimated Time: 3:58:37 2020-11-03 23:03:23,152 Segmentron INFO: Epoch: 307/400 || Iters: 44/156 || Lr: 0.002709 || Loss: 0.0077 || Loss_b: 0.0596 || Cost Time: 12:59:18 || Estimated Time: 3:58:27 2020-11-03 23:03:31,877 Segmentron INFO: Epoch: 307/400 || Iters: 54/156 || Lr: 0.002707 || Loss: 0.0158 || Loss_b: 0.0671 || Cost Time: 12:59:26 || Estimated Time: 3:58:17 2020-11-03 23:03:42,431 Segmentron INFO: Epoch: 307/400 || Iters: 64/156 || Lr: 0.002706 || Loss: 0.0051 || Loss_b: 0.0595 || Cost Time: 12:59:37 || Estimated Time: 3:58:07 2020-11-03 23:03:51,954 Segmentron INFO: Epoch: 307/400 || Iters: 74/156 || Lr: 0.002704 || Loss: 0.0091 || Loss_b: 0.0659 || Cost Time: 12:59:46 || Estimated Time: 3:57:57 2020-11-03 23:04:01,574 Segmentron INFO: Epoch: 307/400 || Iters: 84/156 || Lr: 0.002702 || Loss: 0.0099 || Loss_b: 0.0676 || Cost Time: 12:59:56 || Estimated Time: 3:57:47 2020-11-03 23:04:10,917 Segmentron INFO: Epoch: 307/400 || Iters: 94/156 || Lr: 0.002701 || Loss: 0.0058 || Loss_b: 0.0592 || Cost Time: 13:00:05 || Estimated Time: 3:57:38 2020-11-03 23:04:19,857 Segmentron INFO: Epoch: 307/400 || Iters: 104/156 || Lr: 0.002699 || Loss: 0.0081 || Loss_b: 0.0618 || Cost Time: 13:00:14 || Estimated Time: 3:57:27 2020-11-03 23:04:31,004 Segmentron INFO: Epoch: 307/400 || Iters: 114/156 || Lr: 0.002697 || Loss: 0.0072 || Loss_b: 0.0590 || Cost Time: 13:00:25 || Estimated Time: 3:57:18 2020-11-03 23:04:41,872 Segmentron INFO: Epoch: 307/400 || Iters: 124/156 || Lr: 0.002696 || Loss: 0.0072 || Loss_b: 0.0659 || Cost Time: 13:00:36 || Estimated Time: 3:57:09 2020-11-03 23:04:50,921 Segmentron INFO: Epoch: 307/400 || Iters: 134/156 || Lr: 0.002694 || Loss: 0.0058 || Loss_b: 0.0641 || Cost Time: 13:00:45 || Estimated Time: 3:56:59 2020-11-03 23:05:00,881 Segmentron INFO: Epoch: 307/400 || Iters: 144/156 || Lr: 0.002692 || Loss: 0.0068 || Loss_b: 0.0650 || Cost Time: 13:00:55 || Estimated Time: 3:56:49 2020-11-03 23:05:10,152 Segmentron INFO: Epoch: 307/400 || Iters: 154/156 || Lr: 0.002691 || Loss: 0.0071 || Loss_b: 0.0602 || Cost Time: 13:01:05 || Estimated Time: 3:56:39 2020-11-03 23:05:12,886 Segmentron INFO: Epoch 307 model saved in: workdir/a2-2-3-400e/307.pth 2020-11-03 23:05:20,772 Segmentron INFO: Epoch: 308/400 || Iters: 8/156 || Lr: 0.002689 || Loss: 0.0083 || Loss_b: 0.0617 || Cost Time: 13:01:15 || Estimated Time: 3:56:29 2020-11-03 23:05:29,611 Segmentron INFO: Epoch: 308/400 || Iters: 18/156 || Lr: 0.002687 || Loss: 0.0072 || Loss_b: 0.0990 || Cost Time: 13:01:24 || Estimated Time: 3:56:19 2020-11-03 23:05:40,470 Segmentron INFO: Epoch: 308/400 || Iters: 28/156 || Lr: 0.002686 || Loss: 0.0092 || Loss_b: 0.0816 || Cost Time: 13:01:35 || Estimated Time: 3:56:10 2020-11-03 23:05:49,129 Segmentron INFO: Epoch: 308/400 || Iters: 38/156 || Lr: 0.002684 || Loss: 0.0055 || Loss_b: 0.0734 || Cost Time: 13:01:44 || Estimated Time: 3:56:00 2020-11-03 23:05:58,014 Segmentron INFO: Epoch: 308/400 || Iters: 48/156 || Lr: 0.002682 || Loss: 0.0055 || Loss_b: 0.0759 || Cost Time: 13:01:52 || Estimated Time: 3:55:50 2020-11-03 23:06:07,218 Segmentron INFO: Epoch: 308/400 || Iters: 58/156 || Lr: 0.002680 || Loss: 0.0106 || Loss_b: 0.0723 || Cost Time: 13:02:02 || Estimated Time: 3:55:40 2020-11-03 23:06:18,552 Segmentron INFO: Epoch: 308/400 || Iters: 68/156 || Lr: 0.002679 || Loss: 0.0074 || Loss_b: 0.0636 || Cost Time: 13:02:13 || Estimated Time: 3:55:30 2020-11-03 23:06:31,755 Segmentron INFO: Epoch: 308/400 || Iters: 78/156 || Lr: 0.002677 || Loss: 0.0084 || Loss_b: 0.0641 || Cost Time: 13:02:26 || Estimated Time: 3:55:22 2020-11-03 23:06:41,333 Segmentron INFO: Epoch: 308/400 || Iters: 88/156 || Lr: 0.002675 || Loss: 0.0078 || Loss_b: 0.0644 || Cost Time: 13:02:36 || Estimated Time: 3:55:12 2020-11-03 23:06:50,295 Segmentron INFO: Epoch: 308/400 || Iters: 98/156 || Lr: 0.002674 || Loss: 0.0086 || Loss_b: 0.0584 || Cost Time: 13:02:45 || Estimated Time: 3:55:02 2020-11-03 23:06:59,358 Segmentron INFO: Epoch: 308/400 || Iters: 108/156 || Lr: 0.002672 || Loss: 0.0072 || Loss_b: 0.0666 || Cost Time: 13:02:54 || Estimated Time: 3:54:52 2020-11-03 23:07:08,688 Segmentron INFO: Epoch: 308/400 || Iters: 118/156 || Lr: 0.002670 || Loss: 0.0082 || Loss_b: 0.0637 || Cost Time: 13:03:03 || Estimated Time: 3:54:42 2020-11-03 23:07:18,206 Segmentron INFO: Epoch: 308/400 || Iters: 128/156 || Lr: 0.002669 || Loss: 0.0077 || Loss_b: 0.0599 || Cost Time: 13:03:13 || Estimated Time: 3:54:32 2020-11-03 23:07:29,608 Segmentron INFO: Epoch: 308/400 || Iters: 138/156 || Lr: 0.002667 || Loss: 0.0070 || Loss_b: 0.0602 || Cost Time: 13:03:24 || Estimated Time: 3:54:23 2020-11-03 23:07:40,649 Segmentron INFO: Epoch: 308/400 || Iters: 148/156 || Lr: 0.002665 || Loss: 0.0074 || Loss_b: 0.0648 || Cost Time: 13:03:35 || Estimated Time: 3:54:13 2020-11-03 23:07:48,597 Segmentron INFO: Epoch 308 model saved in: workdir/a2-2-3-400e/308.pth 2020-11-03 23:07:50,787 Segmentron INFO: Epoch: 309/400 || Iters: 2/156 || Lr: 0.002664 || Loss: 0.0057 || Loss_b: 0.0586 || Cost Time: 13:03:45 || Estimated Time: 3:54:04 2020-11-03 23:07:59,158 Segmentron INFO: Epoch: 309/400 || Iters: 12/156 || Lr: 0.002662 || Loss: 0.0083 || Loss_b: 0.0672 || Cost Time: 13:03:54 || Estimated Time: 3:53:53 2020-11-03 23:08:08,281 Segmentron INFO: Epoch: 309/400 || Iters: 22/156 || Lr: 0.002660 || Loss: 0.0062 || Loss_b: 0.0570 || Cost Time: 13:04:03 || Estimated Time: 3:53:43 2020-11-03 23:08:17,945 Segmentron INFO: Epoch: 309/400 || Iters: 32/156 || Lr: 0.002659 || Loss: 0.0091 || Loss_b: 0.0619 || Cost Time: 13:04:12 || Estimated Time: 3:53:34 2020-11-03 23:08:28,251 Segmentron INFO: Epoch: 309/400 || Iters: 42/156 || Lr: 0.002657 || Loss: 0.0061 || Loss_b: 0.0587 || Cost Time: 13:04:23 || Estimated Time: 3:53:24 2020-11-03 23:08:37,751 Segmentron INFO: Epoch: 309/400 || Iters: 52/156 || Lr: 0.002655 || Loss: 0.0190 || Loss_b: 0.0665 || Cost Time: 13:04:32 || Estimated Time: 3:53:14 2020-11-03 23:08:49,473 Segmentron INFO: Epoch: 309/400 || Iters: 62/156 || Lr: 0.002654 || Loss: 0.0097 || Loss_b: 0.0669 || Cost Time: 13:04:44 || Estimated Time: 3:53:05 2020-11-03 23:09:00,068 Segmentron INFO: Epoch: 309/400 || Iters: 72/156 || Lr: 0.002652 || Loss: 0.0113 || Loss_b: 0.0667 || Cost Time: 13:04:54 || Estimated Time: 3:52:55 2020-11-03 23:09:09,081 Segmentron INFO: Epoch: 309/400 || Iters: 82/156 || Lr: 0.002650 || Loss: 0.0063 || Loss_b: 0.0603 || Cost Time: 13:05:03 || Estimated Time: 3:52:45 2020-11-03 23:09:17,612 Segmentron INFO: Epoch: 309/400 || Iters: 92/156 || Lr: 0.002649 || Loss: 0.0078 || Loss_b: 0.0609 || Cost Time: 13:05:12 || Estimated Time: 3:52:35 2020-11-03 23:09:26,911 Segmentron INFO: Epoch: 309/400 || Iters: 102/156 || Lr: 0.002647 || Loss: 0.0090 || Loss_b: 0.0593 || Cost Time: 13:05:21 || Estimated Time: 3:52:25 2020-11-03 23:09:38,699 Segmentron INFO: Epoch: 309/400 || Iters: 112/156 || Lr: 0.002645 || Loss: 0.0053 || Loss_b: 0.0582 || Cost Time: 13:05:33 || Estimated Time: 3:52:16 2020-11-03 23:09:46,939 Segmentron INFO: Epoch: 309/400 || Iters: 122/156 || Lr: 0.002644 || Loss: 0.0065 || Loss_b: 0.0626 || Cost Time: 13:05:41 || Estimated Time: 3:52:06 2020-11-03 23:09:56,143 Segmentron INFO: Epoch: 309/400 || Iters: 132/156 || Lr: 0.002642 || Loss: 0.0093 || Loss_b: 0.0632 || Cost Time: 13:05:51 || Estimated Time: 3:51:56 2020-11-03 23:10:05,375 Segmentron INFO: Epoch: 309/400 || Iters: 142/156 || Lr: 0.002640 || Loss: 0.0120 || Loss_b: 0.0708 || Cost Time: 13:06:00 || Estimated Time: 3:51:46 2020-11-03 23:10:17,262 Segmentron INFO: Epoch: 309/400 || Iters: 152/156 || Lr: 0.002639 || Loss: 0.0111 || Loss_b: 0.0630 || Cost Time: 13:06:12 || Estimated Time: 3:51:37 2020-11-03 23:10:21,802 Segmentron INFO: Epoch 309 model saved in: workdir/a2-2-3-400e/309.pth 2020-11-03 23:10:26,863 Segmentron INFO: Epoch: 310/400 || Iters: 6/156 || Lr: 0.002637 || Loss: 0.0076 || Loss_b: 0.0613 || Cost Time: 13:06:21 || Estimated Time: 3:51:27 2020-11-03 23:10:35,703 Segmentron INFO: Epoch: 310/400 || Iters: 16/156 || Lr: 0.002635 || Loss: 0.0122 || Loss_b: 0.7446 || Cost Time: 13:06:30 || Estimated Time: 3:51:17 2020-11-03 23:10:47,072 Segmentron INFO: Epoch: 310/400 || Iters: 26/156 || Lr: 0.002634 || Loss: 0.0082 || Loss_b: 0.6461 || Cost Time: 13:06:41 || Estimated Time: 3:51:07 2020-11-03 23:10:56,368 Segmentron INFO: Epoch: 310/400 || Iters: 36/156 || Lr: 0.002632 || Loss: 0.0089 || Loss_b: 0.3446 || Cost Time: 13:06:51 || Estimated Time: 3:50:58 2020-11-03 23:11:07,441 Segmentron INFO: Epoch: 310/400 || Iters: 46/156 || Lr: 0.002630 || Loss: 0.0087 || Loss_b: 0.1725 || Cost Time: 13:07:02 || Estimated Time: 3:50:48 2020-11-03 23:11:18,834 Segmentron INFO: Epoch: 310/400 || Iters: 56/156 || Lr: 0.002629 || Loss: 0.0086 || Loss_b: 0.0785 || Cost Time: 13:07:13 || Estimated Time: 3:50:39 2020-11-03 23:11:27,566 Segmentron INFO: Epoch: 310/400 || Iters: 66/156 || Lr: 0.002627 || Loss: 0.0075 || Loss_b: 0.0749 || Cost Time: 13:07:22 || Estimated Time: 3:50:29 2020-11-03 23:11:36,216 Segmentron INFO: Epoch: 310/400 || Iters: 76/156 || Lr: 0.002625 || Loss: 0.0071 || Loss_b: 0.0614 || Cost Time: 13:07:31 || Estimated Time: 3:50:19 2020-11-03 23:11:45,100 Segmentron INFO: Epoch: 310/400 || Iters: 86/156 || Lr: 0.002624 || Loss: 0.0108 || Loss_b: 0.0705 || Cost Time: 13:07:39 || Estimated Time: 3:50:09 2020-11-03 23:11:54,045 Segmentron INFO: Epoch: 310/400 || Iters: 96/156 || Lr: 0.002622 || Loss: 0.0060 || Loss_b: 0.0617 || Cost Time: 13:07:48 || Estimated Time: 3:49:59 2020-11-03 23:12:03,675 Segmentron INFO: Epoch: 310/400 || Iters: 106/156 || Lr: 0.002620 || Loss: 0.0083 || Loss_b: 0.0630 || Cost Time: 13:07:58 || Estimated Time: 3:49:49 2020-11-03 23:12:13,819 Segmentron INFO: Epoch: 310/400 || Iters: 116/156 || Lr: 0.002619 || Loss: 0.0084 || Loss_b: 0.0637 || Cost Time: 13:08:08 || Estimated Time: 3:49:39 2020-11-03 23:12:26,422 Segmentron INFO: Epoch: 310/400 || Iters: 126/156 || Lr: 0.002617 || Loss: 0.0066 || Loss_b: 0.0607 || Cost Time: 13:08:21 || Estimated Time: 3:49:30 2020-11-03 23:12:35,630 Segmentron INFO: Epoch: 310/400 || Iters: 136/156 || Lr: 0.002615 || Loss: 0.0069 || Loss_b: 0.0590 || Cost Time: 13:08:30 || Estimated Time: 3:49:20 2020-11-03 23:12:44,360 Segmentron INFO: Epoch: 310/400 || Iters: 146/156 || Lr: 0.002614 || Loss: 0.0079 || Loss_b: 0.0623 || Cost Time: 13:08:39 || Estimated Time: 3:49:10 2020-11-03 23:12:53,425 Segmentron INFO: Epoch: 310/400 || Iters: 0/156 || Lr: 0.002612 || Loss: 0.0072 || Loss_b: 0.0605 || Cost Time: 13:08:48 || Estimated Time: 3:49:00 2020-11-03 23:12:54,061 Segmentron INFO: Epoch 310 model saved in: workdir/a2-2-3-400e/310.pth 2020-11-03 23:13:03,192 Segmentron INFO: Epoch: 311/400 || Iters: 10/156 || Lr: 0.002610 || Loss: 0.0085 || Loss_b: 0.0611 || Cost Time: 13:08:58 || Estimated Time: 3:48:50 2020-11-03 23:13:12,724 Segmentron INFO: Epoch: 311/400 || Iters: 20/156 || Lr: 0.002609 || Loss: 0.0052 || Loss_b: 0.0564 || Cost Time: 13:09:07 || Estimated Time: 3:48:40 2020-11-03 23:13:26,118 Segmentron INFO: Epoch: 311/400 || Iters: 30/156 || Lr: 0.002607 || Loss: 0.0071 || Loss_b: 0.0607 || Cost Time: 13:09:21 || Estimated Time: 3:48:32 2020-11-03 23:13:35,235 Segmentron INFO: Epoch: 311/400 || Iters: 40/156 || Lr: 0.002605 || Loss: 0.0079 || Loss_b: 0.0598 || Cost Time: 13:09:30 || Estimated Time: 3:48:22 2020-11-03 23:13:45,118 Segmentron INFO: Epoch: 311/400 || Iters: 50/156 || Lr: 0.002604 || Loss: 0.0051 || Loss_b: 0.0561 || Cost Time: 13:09:40 || Estimated Time: 3:48:12 2020-11-03 23:13:54,083 Segmentron INFO: Epoch: 311/400 || Iters: 60/156 || Lr: 0.002602 || Loss: 0.0046 || Loss_b: 0.0571 || Cost Time: 13:09:48 || Estimated Time: 3:48:02 2020-11-03 23:14:02,966 Segmentron INFO: Epoch: 311/400 || Iters: 70/156 || Lr: 0.002600 || Loss: 0.0051 || Loss_b: 0.0625 || Cost Time: 13:09:57 || Estimated Time: 3:47:52 2020-11-03 23:14:12,093 Segmentron INFO: Epoch: 311/400 || Iters: 80/156 || Lr: 0.002599 || Loss: 0.0086 || Loss_b: 0.0739 || Cost Time: 13:10:06 || Estimated Time: 3:47:42 2020-11-03 23:14:22,594 Segmentron INFO: Epoch: 311/400 || Iters: 90/156 || Lr: 0.002597 || Loss: 0.0053 || Loss_b: 0.0584 || Cost Time: 13:10:17 || Estimated Time: 3:47:32 2020-11-03 23:14:32,719 Segmentron INFO: Epoch: 311/400 || Iters: 100/156 || Lr: 0.002595 || Loss: 0.0081 || Loss_b: 0.0658 || Cost Time: 13:10:27 || Estimated Time: 3:47:23 2020-11-03 23:14:41,767 Segmentron INFO: Epoch: 311/400 || Iters: 110/156 || Lr: 0.002594 || Loss: 0.0058 || Loss_b: 0.0573 || Cost Time: 13:10:36 || Estimated Time: 3:47:13 2020-11-03 23:14:51,891 Segmentron INFO: Epoch: 311/400 || Iters: 120/156 || Lr: 0.002592 || Loss: 0.0073 || Loss_b: 0.0563 || Cost Time: 13:10:46 || Estimated Time: 3:47:03 2020-11-03 23:15:00,915 Segmentron INFO: Epoch: 311/400 || Iters: 130/156 || Lr: 0.002590 || Loss: 0.0056 || Loss_b: 0.0584 || Cost Time: 13:10:55 || Estimated Time: 3:46:53 2020-11-03 23:15:11,042 Segmentron INFO: Epoch: 311/400 || Iters: 140/156 || Lr: 0.002588 || Loss: 0.0081 || Loss_b: 0.0626 || Cost Time: 13:11:05 || Estimated Time: 3:46:43 2020-11-03 23:15:20,592 Segmentron INFO: Epoch: 311/400 || Iters: 150/156 || Lr: 0.002587 || Loss: 0.0083 || Loss_b: 0.0614 || Cost Time: 13:11:15 || Estimated Time: 3:46:33 2020-11-03 23:15:26,687 Segmentron INFO: Epoch 311 model saved in: workdir/a2-2-3-400e/311.pth 2020-11-03 23:15:30,247 Segmentron INFO: Epoch: 312/400 || Iters: 4/156 || Lr: 0.002585 || Loss: 0.0062 || Loss_b: 0.0575 || Cost Time: 13:11:25 || Estimated Time: 3:46:23 2020-11-03 23:15:39,764 Segmentron INFO: Epoch: 312/400 || Iters: 14/156 || Lr: 0.002583 || Loss: 0.0096 || Loss_b: 0.0625 || Cost Time: 13:11:34 || Estimated Time: 3:46:14 2020-11-03 23:15:49,930 Segmentron INFO: Epoch: 312/400 || Iters: 24/156 || Lr: 0.002582 || Loss: 0.0066 || Loss_b: 0.0583 || Cost Time: 13:11:44 || Estimated Time: 3:46:04 2020-11-03 23:15:58,816 Segmentron INFO: Epoch: 312/400 || Iters: 34/156 || Lr: 0.002580 || Loss: 0.0073 || Loss_b: 0.0570 || Cost Time: 13:11:53 || Estimated Time: 3:45:54 2020-11-03 23:16:09,171 Segmentron INFO: Epoch: 312/400 || Iters: 44/156 || Lr: 0.002578 || Loss: 0.0051 || Loss_b: 0.0561 || Cost Time: 13:12:04 || Estimated Time: 3:45:44 2020-11-03 23:16:18,290 Segmentron INFO: Epoch: 312/400 || Iters: 54/156 || Lr: 0.002577 || Loss: 0.0063 || Loss_b: 0.0596 || Cost Time: 13:12:13 || Estimated Time: 3:45:34 2020-11-03 23:16:27,270 Segmentron INFO: Epoch: 312/400 || Iters: 64/156 || Lr: 0.002575 || Loss: 0.0048 || Loss_b: 0.0576 || Cost Time: 13:12:22 || Estimated Time: 3:45:24 2020-11-03 23:16:39,676 Segmentron INFO: Epoch: 312/400 || Iters: 74/156 || Lr: 0.002573 || Loss: 0.0056 || Loss_b: 0.0593 || Cost Time: 13:12:34 || Estimated Time: 3:45:15 2020-11-03 23:16:48,211 Segmentron INFO: Epoch: 312/400 || Iters: 84/156 || Lr: 0.002572 || Loss: 0.0077 || Loss_b: 0.0600 || Cost Time: 13:12:43 || Estimated Time: 3:45:05 2020-11-03 23:16:57,584 Segmentron INFO: Epoch: 312/400 || Iters: 94/156 || Lr: 0.002570 || Loss: 0.0050 || Loss_b: 0.0559 || Cost Time: 13:12:52 || Estimated Time: 3:44:55 2020-11-03 23:17:07,489 Segmentron INFO: Epoch: 312/400 || Iters: 104/156 || Lr: 0.002568 || Loss: 0.0068 || Loss_b: 0.0601 || Cost Time: 13:13:02 || Estimated Time: 3:44:45 2020-11-03 23:17:17,232 Segmentron INFO: Epoch: 312/400 || Iters: 114/156 || Lr: 0.002567 || Loss: 0.0060 || Loss_b: 0.0588 || Cost Time: 13:13:12 || Estimated Time: 3:44:36 2020-11-03 23:17:26,904 Segmentron INFO: Epoch: 312/400 || Iters: 124/156 || Lr: 0.002565 || Loss: 0.0092 || Loss_b: 0.0624 || Cost Time: 13:13:21 || Estimated Time: 3:44:26 2020-11-03 23:17:37,419 Segmentron INFO: Epoch: 312/400 || Iters: 134/156 || Lr: 0.002563 || Loss: 0.0056 || Loss_b: 0.0559 || Cost Time: 13:13:32 || Estimated Time: 3:44:16 2020-11-03 23:17:48,269 Segmentron INFO: Epoch: 312/400 || Iters: 144/156 || Lr: 0.002562 || Loss: 0.0074 || Loss_b: 0.1693 || Cost Time: 13:13:43 || Estimated Time: 3:44:07 2020-11-03 23:17:58,025 Segmentron INFO: Epoch: 312/400 || Iters: 154/156 || Lr: 0.002560 || Loss: 0.0055 || Loss_b: 0.1258 || Cost Time: 13:13:52 || Estimated Time: 3:43:57 2020-11-03 23:18:00,492 Segmentron INFO: Epoch 312 model saved in: workdir/a2-2-3-400e/312.pth 2020-11-03 23:18:07,366 Segmentron INFO: Epoch: 313/400 || Iters: 8/156 || Lr: 0.002558 || Loss: 0.0084 || Loss_b: 0.0679 || Cost Time: 13:14:02 || Estimated Time: 3:43:47 2020-11-03 23:18:19,541 Segmentron INFO: Epoch: 313/400 || Iters: 18/156 || Lr: 0.002557 || Loss: 0.0065 || Loss_b: 0.0668 || Cost Time: 13:14:14 || Estimated Time: 3:43:38 2020-11-03 23:18:27,136 Segmentron INFO: Epoch: 313/400 || Iters: 28/156 || Lr: 0.002555 || Loss: 0.0061 || Loss_b: 0.0595 || Cost Time: 13:14:22 || Estimated Time: 3:43:28 2020-11-03 23:18:39,690 Segmentron INFO: Epoch: 313/400 || Iters: 38/156 || Lr: 0.002553 || Loss: 0.0057 || Loss_b: 0.0615 || Cost Time: 13:14:34 || Estimated Time: 3:43:18 2020-11-03 23:18:48,007 Segmentron INFO: Epoch: 313/400 || Iters: 48/156 || Lr: 0.002552 || Loss: 0.0072 || Loss_b: 0.0572 || Cost Time: 13:14:42 || Estimated Time: 3:43:08 2020-11-03 23:18:56,564 Segmentron INFO: Epoch: 313/400 || Iters: 58/156 || Lr: 0.002550 || Loss: 0.0066 || Loss_b: 0.0599 || Cost Time: 13:14:51 || Estimated Time: 3:42:58 2020-11-03 23:19:05,717 Segmentron INFO: Epoch: 313/400 || Iters: 68/156 || Lr: 0.002548 || Loss: 0.0066 || Loss_b: 0.0602 || Cost Time: 13:15:00 || Estimated Time: 3:42:48 2020-11-03 23:19:14,721 Segmentron INFO: Epoch: 313/400 || Iters: 78/156 || Lr: 0.002547 || Loss: 0.0053 || Loss_b: 0.0583 || Cost Time: 13:15:09 || Estimated Time: 3:42:38 2020-11-03 23:19:28,360 Segmentron INFO: Epoch: 313/400 || Iters: 88/156 || Lr: 0.002545 || Loss: 0.0053 || Loss_b: 0.0572 || Cost Time: 13:15:23 || Estimated Time: 3:42:29 2020-11-03 23:19:36,646 Segmentron INFO: Epoch: 313/400 || Iters: 98/156 || Lr: 0.002543 || Loss: 0.0045 || Loss_b: 0.5232 || Cost Time: 13:15:31 || Estimated Time: 3:42:19 2020-11-03 23:19:45,487 Segmentron INFO: Epoch: 313/400 || Iters: 108/156 || Lr: 0.002542 || Loss: 0.0068 || Loss_b: 0.2898 || Cost Time: 13:15:40 || Estimated Time: 3:42:09 2020-11-03 23:19:54,571 Segmentron INFO: Epoch: 313/400 || Iters: 118/156 || Lr: 0.002540 || Loss: 0.0070 || Loss_b: 0.0730 || Cost Time: 13:15:49 || Estimated Time: 3:41:59 2020-11-03 23:20:06,163 Segmentron INFO: Epoch: 313/400 || Iters: 128/156 || Lr: 0.002538 || Loss: 0.0082 || Loss_b: 0.0811 || Cost Time: 13:16:01 || Estimated Time: 3:41:50 2020-11-03 23:20:14,792 Segmentron INFO: Epoch: 313/400 || Iters: 138/156 || Lr: 0.002536 || Loss: 0.0129 || Loss_b: 0.0737 || Cost Time: 13:16:09 || Estimated Time: 3:41:40 2020-11-03 23:20:25,458 Segmentron INFO: Epoch: 313/400 || Iters: 148/156 || Lr: 0.002535 || Loss: 0.0092 || Loss_b: 0.0718 || Cost Time: 13:16:20 || Estimated Time: 3:41:30 2020-11-03 23:20:33,500 Segmentron INFO: Epoch 313 model saved in: workdir/a2-2-3-400e/313.pth 2020-11-03 23:20:35,260 Segmentron INFO: Epoch: 314/400 || Iters: 2/156 || Lr: 0.002533 || Loss: 0.0060 || Loss_b: 0.0573 || Cost Time: 13:16:30 || Estimated Time: 3:41:21 2020-11-03 23:20:43,831 Segmentron INFO: Epoch: 314/400 || Iters: 12/156 || Lr: 0.002531 || Loss: 0.0074 || Loss_b: 0.0660 || Cost Time: 13:16:38 || Estimated Time: 3:41:10 2020-11-03 23:20:53,640 Segmentron INFO: Epoch: 314/400 || Iters: 22/156 || Lr: 0.002530 || Loss: 0.0066 || Loss_b: 0.0566 || Cost Time: 13:16:48 || Estimated Time: 3:41:01 2020-11-03 23:21:05,703 Segmentron INFO: Epoch: 314/400 || Iters: 32/156 || Lr: 0.002528 || Loss: 0.0057 || Loss_b: 0.0554 || Cost Time: 13:17:00 || Estimated Time: 3:40:51 2020-11-03 23:21:14,576 Segmentron INFO: Epoch: 314/400 || Iters: 42/156 || Lr: 0.002526 || Loss: 0.0091 || Loss_b: 0.0651 || Cost Time: 13:17:09 || Estimated Time: 3:40:41 2020-11-03 23:21:25,490 Segmentron INFO: Epoch: 314/400 || Iters: 52/156 || Lr: 0.002525 || Loss: 0.0076 || Loss_b: 0.0595 || Cost Time: 13:17:20 || Estimated Time: 3:40:32 2020-11-03 23:21:35,582 Segmentron INFO: Epoch: 314/400 || Iters: 62/156 || Lr: 0.002523 || Loss: 0.0075 || Loss_b: 0.0598 || Cost Time: 13:17:30 || Estimated Time: 3:40:22 2020-11-03 23:21:46,319 Segmentron INFO: Epoch: 314/400 || Iters: 72/156 || Lr: 0.002521 || Loss: 0.0080 || Loss_b: 0.0602 || Cost Time: 13:17:41 || Estimated Time: 3:40:13 2020-11-03 23:21:54,848 Segmentron INFO: Epoch: 314/400 || Iters: 82/156 || Lr: 0.002520 || Loss: 0.0068 || Loss_b: 0.0590 || Cost Time: 13:17:49 || Estimated Time: 3:40:03 2020-11-03 23:22:03,482 Segmentron INFO: Epoch: 314/400 || Iters: 92/156 || Lr: 0.002518 || Loss: 0.0049 || Loss_b: 0.1007 || Cost Time: 13:17:58 || Estimated Time: 3:39:52 2020-11-03 23:22:12,211 Segmentron INFO: Epoch: 314/400 || Iters: 102/156 || Lr: 0.002516 || Loss: 0.0069 || Loss_b: 0.0767 || Cost Time: 13:18:07 || Estimated Time: 3:39:42 2020-11-03 23:22:23,187 Segmentron INFO: Epoch: 314/400 || Iters: 112/156 || Lr: 0.002515 || Loss: 0.0101 || Loss_b: 0.0780 || Cost Time: 13:18:18 || Estimated Time: 3:39:33 2020-11-03 23:22:32,915 Segmentron INFO: Epoch: 314/400 || Iters: 122/156 || Lr: 0.002513 || Loss: 0.0084 || Loss_b: 0.0701 || Cost Time: 13:18:27 || Estimated Time: 3:39:23 2020-11-03 23:22:41,501 Segmentron INFO: Epoch: 314/400 || Iters: 132/156 || Lr: 0.002511 || Loss: 0.0045 || Loss_b: 0.0585 || Cost Time: 13:18:36 || Estimated Time: 3:39:13 2020-11-03 23:22:50,745 Segmentron INFO: Epoch: 314/400 || Iters: 142/156 || Lr: 0.002510 || Loss: 0.0045 || Loss_b: 0.0575 || Cost Time: 13:18:45 || Estimated Time: 3:39:03 2020-11-03 23:23:00,723 Segmentron INFO: Epoch: 314/400 || Iters: 152/156 || Lr: 0.002508 || Loss: 0.0063 || Loss_b: 0.0594 || Cost Time: 13:18:55 || Estimated Time: 3:38:53 2020-11-03 23:23:05,024 Segmentron INFO: Epoch 314 model saved in: workdir/a2-2-3-400e/314.pth 2020-11-03 23:23:11,333 Segmentron INFO: Epoch: 315/400 || Iters: 6/156 || Lr: 0.002506 || Loss: 0.0107 || Loss_b: 0.0637 || Cost Time: 13:19:06 || Estimated Time: 3:38:44 2020-11-03 23:23:19,993 Segmentron INFO: Epoch: 315/400 || Iters: 16/156 || Lr: 0.002505 || Loss: 0.0064 || Loss_b: 0.0570 || Cost Time: 13:19:14 || Estimated Time: 3:38:34 2020-11-03 23:23:29,764 Segmentron INFO: Epoch: 315/400 || Iters: 26/156 || Lr: 0.002503 || Loss: 0.0087 || Loss_b: 0.0583 || Cost Time: 13:19:24 || Estimated Time: 3:38:24 2020-11-03 23:23:40,481 Segmentron INFO: Epoch: 315/400 || Iters: 36/156 || Lr: 0.002501 || Loss: 0.0076 || Loss_b: 0.0603 || Cost Time: 13:19:35 || Estimated Time: 3:38:14 2020-11-03 23:23:50,940 Segmentron INFO: Epoch: 315/400 || Iters: 46/156 || Lr: 0.002499 || Loss: 0.0060 || Loss_b: 0.0576 || Cost Time: 13:19:45 || Estimated Time: 3:38:05 2020-11-03 23:23:59,713 Segmentron INFO: Epoch: 315/400 || Iters: 56/156 || Lr: 0.002498 || Loss: 0.0064 || Loss_b: 0.2989 || Cost Time: 13:19:54 || Estimated Time: 3:37:55 2020-11-03 23:24:09,161 Segmentron INFO: Epoch: 315/400 || Iters: 66/156 || Lr: 0.002496 || Loss: 0.0100 || Loss_b: 0.2255 || Cost Time: 13:20:04 || Estimated Time: 3:37:45 2020-11-03 23:24:18,896 Segmentron INFO: Epoch: 315/400 || Iters: 76/156 || Lr: 0.002494 || Loss: 0.0078 || Loss_b: 0.1100 || Cost Time: 13:20:13 || Estimated Time: 3:37:35 2020-11-03 23:24:27,917 Segmentron INFO: Epoch: 315/400 || Iters: 86/156 || Lr: 0.002493 || Loss: 0.0070 || Loss_b: 0.0582 || Cost Time: 13:20:22 || Estimated Time: 3:37:25 2020-11-03 23:24:38,051 Segmentron INFO: Epoch: 315/400 || Iters: 96/156 || Lr: 0.002491 || Loss: 0.0122 || Loss_b: 0.0845 || Cost Time: 13:20:32 || Estimated Time: 3:37:15 2020-11-03 23:24:52,831 Segmentron INFO: Epoch: 315/400 || Iters: 106/156 || Lr: 0.002489 || Loss: 0.0093 || Loss_b: 0.0641 || Cost Time: 13:20:47 || Estimated Time: 3:37:07 2020-11-03 23:25:01,661 Segmentron INFO: Epoch: 315/400 || Iters: 116/156 || Lr: 0.002488 || Loss: 0.0066 || Loss_b: 0.0612 || Cost Time: 13:20:56 || Estimated Time: 3:36:57 2020-11-03 23:25:10,743 Segmentron INFO: Epoch: 315/400 || Iters: 126/156 || Lr: 0.002486 || Loss: 0.0061 || Loss_b: 0.0569 || Cost Time: 13:21:05 || Estimated Time: 3:36:47 2020-11-03 23:25:20,381 Segmentron INFO: Epoch: 315/400 || Iters: 136/156 || Lr: 0.002484 || Loss: 0.0091 || Loss_b: 0.0610 || Cost Time: 13:21:15 || Estimated Time: 3:36:37 2020-11-03 23:25:29,742 Segmentron INFO: Epoch: 315/400 || Iters: 146/156 || Lr: 0.002483 || Loss: 0.0077 || Loss_b: 0.0611 || Cost Time: 13:21:24 || Estimated Time: 3:36:27 2020-11-03 23:25:39,806 Segmentron INFO: Epoch: 315/400 || Iters: 0/156 || Lr: 0.002481 || Loss: 0.0061 || Loss_b: 0.0598 || Cost Time: 13:21:34 || Estimated Time: 3:36:17 2020-11-03 23:25:40,677 Segmentron INFO: Epoch 315 model saved in: workdir/a2-2-3-400e/315.pth 2020-11-03 23:25:50,850 Segmentron INFO: Epoch: 316/400 || Iters: 10/156 || Lr: 0.002479 || Loss: 0.0056 || Loss_b: 0.0639 || Cost Time: 13:21:45 || Estimated Time: 3:36:08 2020-11-03 23:25:59,654 Segmentron INFO: Epoch: 316/400 || Iters: 20/156 || Lr: 0.002478 || Loss: 0.0067 || Loss_b: 0.0729 || Cost Time: 13:21:54 || Estimated Time: 3:35:58 2020-11-03 23:26:08,541 Segmentron INFO: Epoch: 316/400 || Iters: 30/156 || Lr: 0.002476 || Loss: 0.0068 || Loss_b: 0.0619 || Cost Time: 13:22:03 || Estimated Time: 3:35:48 2020-11-03 23:26:17,158 Segmentron INFO: Epoch: 316/400 || Iters: 40/156 || Lr: 0.002474 || Loss: 0.0049 || Loss_b: 0.0621 || Cost Time: 13:22:12 || Estimated Time: 3:35:38 2020-11-03 23:26:27,671 Segmentron INFO: Epoch: 316/400 || Iters: 50/156 || Lr: 0.002473 || Loss: 0.0063 || Loss_b: 0.0594 || Cost Time: 13:22:22 || Estimated Time: 3:35:28 2020-11-03 23:26:39,327 Segmentron INFO: Epoch: 316/400 || Iters: 60/156 || Lr: 0.002471 || Loss: 0.0080 || Loss_b: 0.0625 || Cost Time: 13:22:34 || Estimated Time: 3:35:19 2020-11-03 23:26:48,571 Segmentron INFO: Epoch: 316/400 || Iters: 70/156 || Lr: 0.002469 || Loss: 0.0068 || Loss_b: 0.0591 || Cost Time: 13:22:43 || Estimated Time: 3:35:09 2020-11-03 23:26:58,271 Segmentron INFO: Epoch: 316/400 || Iters: 80/156 || Lr: 0.002468 || Loss: 0.0075 || Loss_b: 0.0595 || Cost Time: 13:22:53 || Estimated Time: 3:34:59 2020-11-03 23:27:07,101 Segmentron INFO: Epoch: 316/400 || Iters: 90/156 || Lr: 0.002466 || Loss: 0.0087 || Loss_b: 0.0622 || Cost Time: 13:23:01 || Estimated Time: 3:34:49 2020-11-03 23:27:17,224 Segmentron INFO: Epoch: 316/400 || Iters: 100/156 || Lr: 0.002464 || Loss: 0.0060 || Loss_b: 0.0594 || Cost Time: 13:23:12 || Estimated Time: 3:34:39 2020-11-03 23:27:28,346 Segmentron INFO: Epoch: 316/400 || Iters: 110/156 || Lr: 0.002462 || Loss: 0.0073 || Loss_b: 0.0640 || Cost Time: 13:23:23 || Estimated Time: 3:34:30 2020-11-03 23:27:37,808 Segmentron INFO: Epoch: 316/400 || Iters: 120/156 || Lr: 0.002461 || Loss: 0.0077 || Loss_b: 0.0642 || Cost Time: 13:23:32 || Estimated Time: 3:34:20 2020-11-03 23:27:46,602 Segmentron INFO: Epoch: 316/400 || Iters: 130/156 || Lr: 0.002459 || Loss: 0.0100 || Loss_b: 0.0658 || Cost Time: 13:23:41 || Estimated Time: 3:34:10 2020-11-03 23:27:56,180 Segmentron INFO: Epoch: 316/400 || Iters: 140/156 || Lr: 0.002457 || Loss: 0.0058 || Loss_b: 0.0591 || Cost Time: 13:23:51 || Estimated Time: 3:34:00 2020-11-03 23:28:05,532 Segmentron INFO: Epoch: 316/400 || Iters: 150/156 || Lr: 0.002456 || Loss: 0.0072 || Loss_b: 0.0594 || Cost Time: 13:24:00 || Estimated Time: 3:33:50 2020-11-03 23:28:13,366 Segmentron INFO: Epoch 316 model saved in: workdir/a2-2-3-400e/316.pth 2020-11-03 23:28:16,855 Segmentron INFO: Epoch: 317/400 || Iters: 4/156 || Lr: 0.002454 || Loss: 0.0073 || Loss_b: 0.0609 || Cost Time: 13:24:11 || Estimated Time: 3:33:41 2020-11-03 23:28:25,948 Segmentron INFO: Epoch: 317/400 || Iters: 14/156 || Lr: 0.002452 || Loss: 0.0072 || Loss_b: 0.0596 || Cost Time: 13:24:20 || Estimated Time: 3:33:31 2020-11-03 23:28:36,816 Segmentron INFO: Epoch: 317/400 || Iters: 24/156 || Lr: 0.002451 || Loss: 0.0061 || Loss_b: 0.0585 || Cost Time: 13:24:31 || Estimated Time: 3:33:21 2020-11-03 23:28:45,915 Segmentron INFO: Epoch: 317/400 || Iters: 34/156 || Lr: 0.002449 || Loss: 0.0052 || Loss_b: 0.0549 || Cost Time: 13:24:40 || Estimated Time: 3:33:12 2020-11-03 23:28:55,054 Segmentron INFO: Epoch: 317/400 || Iters: 44/156 || Lr: 0.002447 || Loss: 0.0078 || Loss_b: 0.0571 || Cost Time: 13:24:49 || Estimated Time: 3:33:02 2020-11-03 23:29:04,036 Segmentron INFO: Epoch: 317/400 || Iters: 54/156 || Lr: 0.002446 || Loss: 0.0074 || Loss_b: 0.0625 || Cost Time: 13:24:58 || Estimated Time: 3:32:52 2020-11-03 23:29:15,211 Segmentron INFO: Epoch: 317/400 || Iters: 64/156 || Lr: 0.002444 || Loss: 0.0077 || Loss_b: 0.2253 || Cost Time: 13:25:10 || Estimated Time: 3:32:42 2020-11-03 23:29:23,651 Segmentron INFO: Epoch: 317/400 || Iters: 74/156 || Lr: 0.002442 || Loss: 0.0078 || Loss_b: 0.2170 || Cost Time: 13:25:18 || Estimated Time: 3:32:32 2020-11-03 23:29:33,626 Segmentron INFO: Epoch: 317/400 || Iters: 84/156 || Lr: 0.002441 || Loss: 0.0132 || Loss_b: 0.0919 || Cost Time: 13:25:28 || Estimated Time: 3:32:22 2020-11-03 23:29:44,549 Segmentron INFO: Epoch: 317/400 || Iters: 94/156 || Lr: 0.002439 || Loss: 0.0078 || Loss_b: 0.0689 || Cost Time: 13:25:39 || Estimated Time: 3:32:13 2020-11-03 23:29:53,590 Segmentron INFO: Epoch: 317/400 || Iters: 104/156 || Lr: 0.002437 || Loss: 0.0079 || Loss_b: 0.0651 || Cost Time: 13:25:48 || Estimated Time: 3:32:03 2020-11-03 23:30:04,420 Segmentron INFO: Epoch: 317/400 || Iters: 114/156 || Lr: 0.002435 || Loss: 0.0116 || Loss_b: 0.0695 || Cost Time: 13:25:59 || Estimated Time: 3:31:53 2020-11-03 23:30:13,346 Segmentron INFO: Epoch: 317/400 || Iters: 124/156 || Lr: 0.002434 || Loss: 0.0097 || Loss_b: 0.0594 || Cost Time: 13:26:08 || Estimated Time: 3:31:43 2020-11-03 23:30:22,490 Segmentron INFO: Epoch: 317/400 || Iters: 134/156 || Lr: 0.002432 || Loss: 0.0081 || Loss_b: 0.0620 || Cost Time: 13:26:17 || Estimated Time: 3:31:33 2020-11-03 23:30:32,081 Segmentron INFO: Epoch: 317/400 || Iters: 144/156 || Lr: 0.002430 || Loss: 0.0072 || Loss_b: 0.0595 || Cost Time: 13:26:26 || Estimated Time: 3:31:23 2020-11-03 23:30:43,935 Segmentron INFO: Epoch: 317/400 || Iters: 154/156 || Lr: 0.002429 || Loss: 0.0040 || Loss_b: 0.0565 || Cost Time: 13:26:38 || Estimated Time: 3:31:14 2020-11-03 23:30:46,462 Segmentron INFO: Epoch 317 model saved in: workdir/a2-2-3-400e/317.pth 2020-11-03 23:30:53,267 Segmentron INFO: Epoch: 318/400 || Iters: 8/156 || Lr: 0.002427 || Loss: 0.0054 || Loss_b: 0.0573 || Cost Time: 13:26:48 || Estimated Time: 3:31:04 2020-11-03 23:31:01,826 Segmentron INFO: Epoch: 318/400 || Iters: 18/156 || Lr: 0.002425 || Loss: 0.0086 || Loss_b: 0.0613 || Cost Time: 13:26:56 || Estimated Time: 3:30:54 2020-11-03 23:31:11,188 Segmentron INFO: Epoch: 318/400 || Iters: 28/156 || Lr: 0.002424 || Loss: 0.0072 || Loss_b: 0.0620 || Cost Time: 13:27:06 || Estimated Time: 3:30:44 2020-11-03 23:31:21,893 Segmentron INFO: Epoch: 318/400 || Iters: 38/156 || Lr: 0.002422 || Loss: 0.0082 || Loss_b: 0.0648 || Cost Time: 13:27:16 || Estimated Time: 3:30:35 2020-11-03 23:31:30,817 Segmentron INFO: Epoch: 318/400 || Iters: 48/156 || Lr: 0.002420 || Loss: 0.0069 || Loss_b: 0.0608 || Cost Time: 13:27:25 || Estimated Time: 3:30:25 2020-11-03 23:31:40,354 Segmentron INFO: Epoch: 318/400 || Iters: 58/156 || Lr: 0.002419 || Loss: 0.0080 || Loss_b: 0.0620 || Cost Time: 13:27:35 || Estimated Time: 3:30:15 2020-11-03 23:31:51,752 Segmentron INFO: Epoch: 318/400 || Iters: 68/156 || Lr: 0.002417 || Loss: 0.0063 || Loss_b: 0.0585 || Cost Time: 13:27:46 || Estimated Time: 3:30:06 2020-11-03 23:32:01,854 Segmentron INFO: Epoch: 318/400 || Iters: 78/156 || Lr: 0.002415 || Loss: 0.0060 || Loss_b: 0.0589 || Cost Time: 13:27:56 || Estimated Time: 3:29:56 2020-11-03 23:32:12,267 Segmentron INFO: Epoch: 318/400 || Iters: 88/156 || Lr: 0.002414 || Loss: 0.0070 || Loss_b: 0.0641 || Cost Time: 13:28:07 || Estimated Time: 3:29:46 2020-11-03 23:32:21,854 Segmentron INFO: Epoch: 318/400 || Iters: 98/156 || Lr: 0.002412 || Loss: 0.0080 || Loss_b: 0.7644 || Cost Time: 13:28:16 || Estimated Time: 3:29:36 2020-11-03 23:32:32,027 Segmentron INFO: Epoch: 318/400 || Iters: 108/156 || Lr: 0.002410 || Loss: 0.0077 || Loss_b: 0.6378 || Cost Time: 13:28:26 || Estimated Time: 3:29:27 2020-11-03 23:32:41,179 Segmentron INFO: Epoch: 318/400 || Iters: 118/156 || Lr: 0.002408 || Loss: 0.0076 || Loss_b: 0.3734 || Cost Time: 13:28:36 || Estimated Time: 3:29:17 2020-11-03 23:32:51,462 Segmentron INFO: Epoch: 318/400 || Iters: 128/156 || Lr: 0.002407 || Loss: 0.0078 || Loss_b: 0.1805 || Cost Time: 13:28:46 || Estimated Time: 3:29:07 2020-11-03 23:33:01,068 Segmentron INFO: Epoch: 318/400 || Iters: 138/156 || Lr: 0.002405 || Loss: 0.0063 || Loss_b: 0.1063 || Cost Time: 13:28:55 || Estimated Time: 3:28:57 2020-11-03 23:33:10,059 Segmentron INFO: Epoch: 318/400 || Iters: 148/156 || Lr: 0.002403 || Loss: 0.0097 || Loss_b: 0.0743 || Cost Time: 13:29:04 || Estimated Time: 3:28:47 2020-11-03 23:33:18,606 Segmentron INFO: Epoch 318 model saved in: workdir/a2-2-3-400e/318.pth 2020-11-03 23:33:20,275 Segmentron INFO: Epoch: 319/400 || Iters: 2/156 || Lr: 0.002402 || Loss: 0.0060 || Loss_b: 0.0588 || Cost Time: 13:29:15 || Estimated Time: 3:28:38 2020-11-03 23:33:29,537 Segmentron INFO: Epoch: 319/400 || Iters: 12/156 || Lr: 0.002400 || Loss: 0.0086 || Loss_b: 0.0645 || Cost Time: 13:29:24 || Estimated Time: 3:28:28 2020-11-03 23:33:38,988 Segmentron INFO: Epoch: 319/400 || Iters: 22/156 || Lr: 0.002398 || Loss: 0.0060 || Loss_b: 0.0600 || Cost Time: 13:29:33 || Estimated Time: 3:28:18 2020-11-03 23:33:50,019 Segmentron INFO: Epoch: 319/400 || Iters: 32/156 || Lr: 0.002397 || Loss: 0.0050 || Loss_b: 0.0574 || Cost Time: 13:29:44 || Estimated Time: 3:28:08 2020-11-03 23:34:00,013 Segmentron INFO: Epoch: 319/400 || Iters: 42/156 || Lr: 0.002395 || Loss: 0.0067 || Loss_b: 0.0569 || Cost Time: 13:29:54 || Estimated Time: 3:27:59 2020-11-03 23:34:09,005 Segmentron INFO: Epoch: 319/400 || Iters: 52/156 || Lr: 0.002393 || Loss: 0.0075 || Loss_b: 0.7119 || Cost Time: 13:30:03 || Estimated Time: 3:27:49 2020-11-03 23:34:17,765 Segmentron INFO: Epoch: 319/400 || Iters: 62/156 || Lr: 0.002392 || Loss: 0.0080 || Loss_b: 0.4049 || Cost Time: 13:30:12 || Estimated Time: 3:27:39 2020-11-03 23:34:27,396 Segmentron INFO: Epoch: 319/400 || Iters: 72/156 || Lr: 0.002390 || Loss: 0.0058 || Loss_b: 0.1802 || Cost Time: 13:30:22 || Estimated Time: 3:27:29 2020-11-03 23:34:37,789 Segmentron INFO: Epoch: 319/400 || Iters: 82/156 || Lr: 0.002388 || Loss: 0.0083 || Loss_b: 0.1235 || Cost Time: 13:30:32 || Estimated Time: 3:27:19 2020-11-03 23:34:48,557 Segmentron INFO: Epoch: 319/400 || Iters: 92/156 || Lr: 0.002386 || Loss: 0.0080 || Loss_b: 0.0809 || Cost Time: 13:30:43 || Estimated Time: 3:27:10 2020-11-03 23:34:57,942 Segmentron INFO: Epoch: 319/400 || Iters: 102/156 || Lr: 0.002385 || Loss: 0.0070 || Loss_b: 0.0582 || Cost Time: 13:30:52 || Estimated Time: 3:27:00 2020-11-03 23:35:06,538 Segmentron INFO: Epoch: 319/400 || Iters: 112/156 || Lr: 0.002383 || Loss: 0.0075 || Loss_b: 0.0628 || Cost Time: 13:31:01 || Estimated Time: 3:26:50 2020-11-03 23:35:15,817 Segmentron INFO: Epoch: 319/400 || Iters: 122/156 || Lr: 0.002381 || Loss: 0.0057 || Loss_b: 0.0607 || Cost Time: 13:31:10 || Estimated Time: 3:26:40 2020-11-03 23:35:25,717 Segmentron INFO: Epoch: 319/400 || Iters: 132/156 || Lr: 0.002380 || Loss: 0.0066 || Loss_b: 0.0608 || Cost Time: 13:31:20 || Estimated Time: 3:26:30 2020-11-03 23:35:36,705 Segmentron INFO: Epoch: 319/400 || Iters: 142/156 || Lr: 0.002378 || Loss: 0.0057 || Loss_b: 0.0585 || Cost Time: 13:31:31 || Estimated Time: 3:26:20 2020-11-03 23:35:47,104 Segmentron INFO: Epoch: 319/400 || Iters: 152/156 || Lr: 0.002376 || Loss: 0.0060 || Loss_b: 0.0582 || Cost Time: 13:31:42 || Estimated Time: 3:26:11 2020-11-03 23:35:51,232 Segmentron INFO: Epoch 319 model saved in: workdir/a2-2-3-400e/319.pth 2020-11-03 23:35:57,412 Segmentron INFO: Epoch: 320/400 || Iters: 6/156 || Lr: 0.002375 || Loss: 0.0062 || Loss_b: 0.1103 || Cost Time: 13:31:52 || Estimated Time: 3:26:01 2020-11-03 23:36:06,475 Segmentron INFO: Epoch: 320/400 || Iters: 16/156 || Lr: 0.002373 || Loss: 0.0071 || Loss_b: 0.1024 || Cost Time: 13:32:01 || Estimated Time: 3:25:51 2020-11-03 23:36:16,159 Segmentron INFO: Epoch: 320/400 || Iters: 26/156 || Lr: 0.002371 || Loss: 0.0079 || Loss_b: 0.0700 || Cost Time: 13:32:11 || Estimated Time: 3:25:41 2020-11-03 23:36:25,951 Segmentron INFO: Epoch: 320/400 || Iters: 36/156 || Lr: 0.002370 || Loss: 0.0075 || Loss_b: 0.0617 || Cost Time: 13:32:20 || Estimated Time: 3:25:32 2020-11-03 23:36:34,901 Segmentron INFO: Epoch: 320/400 || Iters: 46/156 || Lr: 0.002368 || Loss: 0.0060 || Loss_b: 0.0616 || Cost Time: 13:32:29 || Estimated Time: 3:25:22 2020-11-03 23:36:45,540 Segmentron INFO: Epoch: 320/400 || Iters: 56/156 || Lr: 0.002366 || Loss: 0.0103 || Loss_b: 0.0661 || Cost Time: 13:32:40 || Estimated Time: 3:25:12 2020-11-03 23:36:54,654 Segmentron INFO: Epoch: 320/400 || Iters: 66/156 || Lr: 0.002364 || Loss: 0.0086 || Loss_b: 0.0638 || Cost Time: 13:32:49 || Estimated Time: 3:25:02 2020-11-03 23:37:05,642 Segmentron INFO: Epoch: 320/400 || Iters: 76/156 || Lr: 0.002363 || Loss: 0.0066 || Loss_b: 0.0591 || Cost Time: 13:33:00 || Estimated Time: 3:24:53 2020-11-03 23:37:14,332 Segmentron INFO: Epoch: 320/400 || Iters: 86/156 || Lr: 0.002361 || Loss: 0.0048 || Loss_b: 0.0578 || Cost Time: 13:33:09 || Estimated Time: 3:24:42 2020-11-03 23:37:23,736 Segmentron INFO: Epoch: 320/400 || Iters: 96/156 || Lr: 0.002359 || Loss: 0.0069 || Loss_b: 0.0595 || Cost Time: 13:33:18 || Estimated Time: 3:24:33 2020-11-03 23:37:34,748 Segmentron INFO: Epoch: 320/400 || Iters: 106/156 || Lr: 0.002358 || Loss: 0.0062 || Loss_b: 0.0576 || Cost Time: 13:33:29 || Estimated Time: 3:24:23 2020-11-03 23:37:45,166 Segmentron INFO: Epoch: 320/400 || Iters: 116/156 || Lr: 0.002356 || Loss: 0.0052 || Loss_b: 0.0568 || Cost Time: 13:33:40 || Estimated Time: 3:24:13 2020-11-03 23:37:54,736 Segmentron INFO: Epoch: 320/400 || Iters: 126/156 || Lr: 0.002354 || Loss: 0.0066 || Loss_b: 0.0598 || Cost Time: 13:33:49 || Estimated Time: 3:24:04 2020-11-03 23:38:04,735 Segmentron INFO: Epoch: 320/400 || Iters: 136/156 || Lr: 0.002353 || Loss: 0.0067 || Loss_b: 0.0581 || Cost Time: 13:33:59 || Estimated Time: 3:23:54 2020-11-03 23:38:13,830 Segmentron INFO: Epoch: 320/400 || Iters: 146/156 || Lr: 0.002351 || Loss: 0.0066 || Loss_b: 0.0633 || Cost Time: 13:34:08 || Estimated Time: 3:23:44 2020-11-03 23:38:24,536 Segmentron INFO: Epoch: 320/400 || Iters: 0/156 || Lr: 0.002349 || Loss: 0.0064 || Loss_b: 0.0583 || Cost Time: 13:34:19 || Estimated Time: 3:23:34 2020-11-03 23:38:25,276 Segmentron INFO: Epoch 320 model saved in: workdir/a2-2-3-400e/320.pth 2020-11-03 23:38:33,174 Segmentron INFO: Epoch: 321/400 || Iters: 10/156 || Lr: 0.002348 || Loss: 0.0063 || Loss_b: 0.0587 || Cost Time: 13:34:28 || Estimated Time: 3:23:24 2020-11-03 23:38:44,204 Segmentron INFO: Epoch: 321/400 || Iters: 20/156 || Lr: 0.002346 || Loss: 0.0087 || Loss_b: 0.0618 || Cost Time: 13:34:39 || Estimated Time: 3:23:15 2020-11-03 23:38:53,000 Segmentron INFO: Epoch: 321/400 || Iters: 30/156 || Lr: 0.002344 || Loss: 0.0146 || Loss_b: 0.0611 || Cost Time: 13:34:47 || Estimated Time: 3:23:05 2020-11-03 23:39:02,408 Segmentron INFO: Epoch: 321/400 || Iters: 40/156 || Lr: 0.002342 || Loss: 0.0056 || Loss_b: 0.0599 || Cost Time: 13:34:57 || Estimated Time: 3:22:55 2020-11-03 23:39:13,162 Segmentron INFO: Epoch: 321/400 || Iters: 50/156 || Lr: 0.002341 || Loss: 0.0054 || Loss_b: 0.2454 || Cost Time: 13:35:08 || Estimated Time: 3:22:45 2020-11-03 23:39:22,430 Segmentron INFO: Epoch: 321/400 || Iters: 60/156 || Lr: 0.002339 || Loss: 0.0049 || Loss_b: 0.1331 || Cost Time: 13:35:17 || Estimated Time: 3:22:35 2020-11-03 23:39:34,981 Segmentron INFO: Epoch: 321/400 || Iters: 70/156 || Lr: 0.002337 || Loss: 0.0069 || Loss_b: 0.0897 || Cost Time: 13:35:29 || Estimated Time: 3:22:26 2020-11-03 23:39:44,361 Segmentron INFO: Epoch: 321/400 || Iters: 80/156 || Lr: 0.002336 || Loss: 0.0059 || Loss_b: 0.0627 || Cost Time: 13:35:39 || Estimated Time: 3:22:16 2020-11-03 23:39:53,067 Segmentron INFO: Epoch: 321/400 || Iters: 90/156 || Lr: 0.002334 || Loss: 0.0121 || Loss_b: 0.0722 || Cost Time: 13:35:47 || Estimated Time: 3:22:06 2020-11-03 23:40:03,147 Segmentron INFO: Epoch: 321/400 || Iters: 100/156 || Lr: 0.002332 || Loss: 0.0093 || Loss_b: 0.0593 || Cost Time: 13:35:58 || Estimated Time: 3:21:57 2020-11-03 23:40:11,659 Segmentron INFO: Epoch: 321/400 || Iters: 110/156 || Lr: 0.002331 || Loss: 0.0066 || Loss_b: 0.0563 || Cost Time: 13:36:06 || Estimated Time: 3:21:47 2020-11-03 23:40:21,989 Segmentron INFO: Epoch: 321/400 || Iters: 120/156 || Lr: 0.002329 || Loss: 0.0062 || Loss_b: 0.0611 || Cost Time: 13:36:16 || Estimated Time: 3:21:37 2020-11-03 23:40:31,852 Segmentron INFO: Epoch: 321/400 || Iters: 130/156 || Lr: 0.002327 || Loss: 0.0072 || Loss_b: 0.0601 || Cost Time: 13:36:26 || Estimated Time: 3:21:27 2020-11-03 23:40:40,602 Segmentron INFO: Epoch: 321/400 || Iters: 140/156 || Lr: 0.002326 || Loss: 0.0103 || Loss_b: 0.0639 || Cost Time: 13:36:35 || Estimated Time: 3:21:17 2020-11-03 23:40:51,547 Segmentron INFO: Epoch: 321/400 || Iters: 150/156 || Lr: 0.002324 || Loss: 0.0078 || Loss_b: 0.0588 || Cost Time: 13:36:46 || Estimated Time: 3:21:08 2020-11-03 23:40:57,271 Segmentron INFO: Epoch 321 model saved in: workdir/a2-2-3-400e/321.pth 2020-11-03 23:41:00,860 Segmentron INFO: Epoch: 322/400 || Iters: 4/156 || Lr: 0.002322 || Loss: 0.0069 || Loss_b: 0.0594 || Cost Time: 13:36:55 || Estimated Time: 3:20:58 2020-11-03 23:41:09,897 Segmentron INFO: Epoch: 322/400 || Iters: 14/156 || Lr: 0.002320 || Loss: 0.0049 || Loss_b: 0.0588 || Cost Time: 13:37:04 || Estimated Time: 3:20:48 2020-11-03 23:41:20,774 Segmentron INFO: Epoch: 322/400 || Iters: 24/156 || Lr: 0.002319 || Loss: 0.0088 || Loss_b: 0.0614 || Cost Time: 13:37:15 || Estimated Time: 3:20:38 2020-11-03 23:41:30,071 Segmentron INFO: Epoch: 322/400 || Iters: 34/156 || Lr: 0.002317 || Loss: 0.0088 || Loss_b: 0.0668 || Cost Time: 13:37:24 || Estimated Time: 3:20:28 2020-11-03 23:41:41,021 Segmentron INFO: Epoch: 322/400 || Iters: 44/156 || Lr: 0.002315 || Loss: 0.0049 || Loss_b: 0.0565 || Cost Time: 13:37:35 || Estimated Time: 3:20:19 2020-11-03 23:41:49,861 Segmentron INFO: Epoch: 322/400 || Iters: 54/156 || Lr: 0.002314 || Loss: 0.0070 || Loss_b: 0.0581 || Cost Time: 13:37:44 || Estimated Time: 3:20:09 2020-11-03 23:41:58,961 Segmentron INFO: Epoch: 322/400 || Iters: 64/156 || Lr: 0.002312 || Loss: 0.0063 || Loss_b: 0.0606 || Cost Time: 13:37:53 || Estimated Time: 3:19:59 2020-11-03 23:42:08,947 Segmentron INFO: Epoch: 322/400 || Iters: 74/156 || Lr: 0.002310 || Loss: 0.0069 || Loss_b: 0.0599 || Cost Time: 13:38:03 || Estimated Time: 3:19:49 2020-11-03 23:42:17,792 Segmentron INFO: Epoch: 322/400 || Iters: 84/156 || Lr: 0.002309 || Loss: 0.0056 || Loss_b: 0.0586 || Cost Time: 13:38:12 || Estimated Time: 3:19:39 2020-11-03 23:42:27,913 Segmentron INFO: Epoch: 322/400 || Iters: 94/156 || Lr: 0.002307 || Loss: 0.0063 || Loss_b: 0.0595 || Cost Time: 13:38:22 || Estimated Time: 3:19:29 2020-11-03 23:42:38,662 Segmentron INFO: Epoch: 322/400 || Iters: 104/156 || Lr: 0.002305 || Loss: 0.0077 || Loss_b: 0.0603 || Cost Time: 13:38:33 || Estimated Time: 3:19:20 2020-11-03 23:42:48,201 Segmentron INFO: Epoch: 322/400 || Iters: 114/156 || Lr: 0.002303 || Loss: 0.0067 || Loss_b: 0.0556 || Cost Time: 13:38:43 || Estimated Time: 3:19:10 2020-11-03 23:42:58,306 Segmentron INFO: Epoch: 322/400 || Iters: 124/156 || Lr: 0.002302 || Loss: 0.0059 || Loss_b: 0.0577 || Cost Time: 13:38:53 || Estimated Time: 3:19:00 2020-11-03 23:43:08,540 Segmentron INFO: Epoch: 322/400 || Iters: 134/156 || Lr: 0.002300 || Loss: 0.0109 || Loss_b: 0.0793 || Cost Time: 13:39:03 || Estimated Time: 3:18:51 2020-11-03 23:43:18,100 Segmentron INFO: Epoch: 322/400 || Iters: 144/156 || Lr: 0.002298 || Loss: 0.0056 || Loss_b: 0.3629 || Cost Time: 13:39:12 || Estimated Time: 3:18:41 2020-11-03 23:43:26,533 Segmentron INFO: Epoch: 322/400 || Iters: 154/156 || Lr: 0.002297 || Loss: 0.0097 || Loss_b: 0.2749 || Cost Time: 13:39:21 || Estimated Time: 3:18:31 2020-11-03 23:43:28,990 Segmentron INFO: Epoch 322 model saved in: workdir/a2-2-3-400e/322.pth 2020-11-03 23:43:36,577 Segmentron INFO: Epoch: 323/400 || Iters: 8/156 || Lr: 0.002295 || Loss: 0.0050 || Loss_b: 0.0868 || Cost Time: 13:39:31 || Estimated Time: 3:18:21 2020-11-03 23:43:45,970 Segmentron INFO: Epoch: 323/400 || Iters: 18/156 || Lr: 0.002293 || Loss: 0.0094 || Loss_b: 0.1122 || Cost Time: 13:39:40 || Estimated Time: 3:18:11 2020-11-03 23:43:57,488 Segmentron INFO: Epoch: 323/400 || Iters: 28/156 || Lr: 0.002292 || Loss: 0.0072 || Loss_b: 0.0984 || Cost Time: 13:39:52 || Estimated Time: 3:18:02 2020-11-03 23:44:06,526 Segmentron INFO: Epoch: 323/400 || Iters: 38/156 || Lr: 0.002290 || Loss: 0.0062 || Loss_b: 0.0692 || Cost Time: 13:40:01 || Estimated Time: 3:17:52 2020-11-03 23:44:15,930 Segmentron INFO: Epoch: 323/400 || Iters: 48/156 || Lr: 0.002288 || Loss: 0.0068 || Loss_b: 0.0636 || Cost Time: 13:40:10 || Estimated Time: 3:17:42 2020-11-03 23:44:24,955 Segmentron INFO: Epoch: 323/400 || Iters: 58/156 || Lr: 0.002286 || Loss: 0.0066 || Loss_b: 0.0738 || Cost Time: 13:40:19 || Estimated Time: 3:17:32 2020-11-03 23:44:36,347 Segmentron INFO: Epoch: 323/400 || Iters: 68/156 || Lr: 0.002285 || Loss: 0.0048 || Loss_b: 0.0632 || Cost Time: 13:40:31 || Estimated Time: 3:17:22 2020-11-03 23:44:45,195 Segmentron INFO: Epoch: 323/400 || Iters: 78/156 || Lr: 0.002283 || Loss: 0.0063 || Loss_b: 0.0614 || Cost Time: 13:40:40 || Estimated Time: 3:17:12 2020-11-03 23:44:54,332 Segmentron INFO: Epoch: 323/400 || Iters: 88/156 || Lr: 0.002281 || Loss: 0.0110 || Loss_b: 0.0726 || Cost Time: 13:40:49 || Estimated Time: 3:17:02 2020-11-03 23:45:05,722 Segmentron INFO: Epoch: 323/400 || Iters: 98/156 || Lr: 0.002280 || Loss: 0.0059 || Loss_b: 0.7902 || Cost Time: 13:41:00 || Estimated Time: 3:16:53 2020-11-03 23:45:15,512 Segmentron INFO: Epoch: 323/400 || Iters: 108/156 || Lr: 0.002278 || Loss: 0.0097 || Loss_b: 0.4995 || Cost Time: 13:41:10 || Estimated Time: 3:16:43 2020-11-03 23:45:24,624 Segmentron INFO: Epoch: 323/400 || Iters: 118/156 || Lr: 0.002276 || Loss: 0.0062 || Loss_b: 0.1821 || Cost Time: 13:41:19 || Estimated Time: 3:16:33 2020-11-03 23:45:33,673 Segmentron INFO: Epoch: 323/400 || Iters: 128/156 || Lr: 0.002275 || Loss: 0.0077 || Loss_b: 0.0658 || Cost Time: 13:41:28 || Estimated Time: 3:16:23 2020-11-03 23:45:43,341 Segmentron INFO: Epoch: 323/400 || Iters: 138/156 || Lr: 0.002273 || Loss: 0.0074 || Loss_b: 0.0731 || Cost Time: 13:41:38 || Estimated Time: 3:16:14 2020-11-03 23:45:53,833 Segmentron INFO: Epoch: 323/400 || Iters: 148/156 || Lr: 0.002271 || Loss: 0.0065 || Loss_b: 0.0703 || Cost Time: 13:41:48 || Estimated Time: 3:16:04 2020-11-03 23:46:02,905 Segmentron INFO: Epoch 323 model saved in: workdir/a2-2-3-400e/323.pth 2020-11-03 23:46:04,700 Segmentron INFO: Epoch: 324/400 || Iters: 2/156 || Lr: 0.002269 || Loss: 0.0052 || Loss_b: 0.0692 || Cost Time: 13:41:59 || Estimated Time: 3:15:54 2020-11-03 23:46:13,520 Segmentron INFO: Epoch: 324/400 || Iters: 12/156 || Lr: 0.002268 || Loss: 0.0071 || Loss_b: 0.0604 || Cost Time: 13:42:08 || Estimated Time: 3:15:44 2020-11-03 23:46:22,960 Segmentron INFO: Epoch: 324/400 || Iters: 22/156 || Lr: 0.002266 || Loss: 0.0066 || Loss_b: 0.0611 || Cost Time: 13:42:17 || Estimated Time: 3:15:34 2020-11-03 23:46:34,435 Segmentron INFO: Epoch: 324/400 || Iters: 32/156 || Lr: 0.002264 || Loss: 0.0099 || Loss_b: 0.0629 || Cost Time: 13:42:29 || Estimated Time: 3:15:25 2020-11-03 23:46:42,586 Segmentron INFO: Epoch: 324/400 || Iters: 42/156 || Lr: 0.002263 || Loss: 0.0053 || Loss_b: 0.0627 || Cost Time: 13:42:37 || Estimated Time: 3:15:15 2020-11-03 23:46:52,961 Segmentron INFO: Epoch: 324/400 || Iters: 52/156 || Lr: 0.002261 || Loss: 0.0085 || Loss_b: 0.0646 || Cost Time: 13:42:47 || Estimated Time: 3:15:05 2020-11-03 23:47:02,208 Segmentron INFO: Epoch: 324/400 || Iters: 62/156 || Lr: 0.002259 || Loss: 0.0044 || Loss_b: 0.0554 || Cost Time: 13:42:57 || Estimated Time: 3:14:55 2020-11-03 23:47:12,553 Segmentron INFO: Epoch: 324/400 || Iters: 72/156 || Lr: 0.002258 || Loss: 0.0077 || Loss_b: 0.0618 || Cost Time: 13:43:07 || Estimated Time: 3:14:46 2020-11-03 23:47:25,550 Segmentron INFO: Epoch: 324/400 || Iters: 82/156 || Lr: 0.002256 || Loss: 0.0091 || Loss_b: 0.0642 || Cost Time: 13:43:20 || Estimated Time: 3:14:37 2020-11-03 23:47:33,685 Segmentron INFO: Epoch: 324/400 || Iters: 92/156 || Lr: 0.002254 || Loss: 0.0064 || Loss_b: 0.0625 || Cost Time: 13:43:28 || Estimated Time: 3:14:27 2020-11-03 23:47:42,742 Segmentron INFO: Epoch: 324/400 || Iters: 102/156 || Lr: 0.002252 || Loss: 0.0068 || Loss_b: 0.0652 || Cost Time: 13:43:37 || Estimated Time: 3:14:17 2020-11-03 23:47:51,898 Segmentron INFO: Epoch: 324/400 || Iters: 112/156 || Lr: 0.002251 || Loss: 0.0059 || Loss_b: 0.0572 || Cost Time: 13:43:46 || Estimated Time: 3:14:07 2020-11-03 23:48:02,366 Segmentron INFO: Epoch: 324/400 || Iters: 122/156 || Lr: 0.002249 || Loss: 0.0064 || Loss_b: 0.0606 || Cost Time: 13:43:57 || Estimated Time: 3:13:57 2020-11-03 23:48:12,067 Segmentron INFO: Epoch: 324/400 || Iters: 132/156 || Lr: 0.002247 || Loss: 0.0096 || Loss_b: 0.0632 || Cost Time: 13:44:06 || Estimated Time: 3:13:47 2020-11-03 23:48:20,667 Segmentron INFO: Epoch: 324/400 || Iters: 142/156 || Lr: 0.002246 || Loss: 0.0074 || Loss_b: 0.0617 || Cost Time: 13:44:15 || Estimated Time: 3:13:37 2020-11-03 23:48:30,471 Segmentron INFO: Epoch: 324/400 || Iters: 152/156 || Lr: 0.002244 || Loss: 0.0076 || Loss_b: 0.0607 || Cost Time: 13:44:25 || Estimated Time: 3:13:27 2020-11-03 23:48:35,078 Segmentron INFO: Epoch 324 model saved in: workdir/a2-2-3-400e/324.pth 2020-11-03 23:48:40,589 Segmentron INFO: Epoch: 325/400 || Iters: 6/156 || Lr: 0.002242 || Loss: 0.0069 || Loss_b: 0.0594 || Cost Time: 13:44:35 || Estimated Time: 3:13:18 2020-11-03 23:48:50,044 Segmentron INFO: Epoch: 325/400 || Iters: 16/156 || Lr: 0.002241 || Loss: 0.0098 || Loss_b: 0.0603 || Cost Time: 13:44:44 || Estimated Time: 3:13:08 2020-11-03 23:49:01,273 Segmentron INFO: Epoch: 325/400 || Iters: 26/156 || Lr: 0.002239 || Loss: 0.0073 || Loss_b: 0.0593 || Cost Time: 13:44:56 || Estimated Time: 3:12:58 2020-11-03 23:49:10,687 Segmentron INFO: Epoch: 325/400 || Iters: 36/156 || Lr: 0.002237 || Loss: 0.0089 || Loss_b: 0.0637 || Cost Time: 13:45:05 || Estimated Time: 3:12:48 2020-11-03 23:49:20,297 Segmentron INFO: Epoch: 325/400 || Iters: 46/156 || Lr: 0.002235 || Loss: 0.0077 || Loss_b: 0.0629 || Cost Time: 13:45:15 || Estimated Time: 3:12:39 2020-11-03 23:49:30,546 Segmentron INFO: Epoch: 325/400 || Iters: 56/156 || Lr: 0.002234 || Loss: 0.0057 || Loss_b: 0.0571 || Cost Time: 13:45:25 || Estimated Time: 3:12:29 2020-11-03 23:49:44,654 Segmentron INFO: Epoch: 325/400 || Iters: 66/156 || Lr: 0.002232 || Loss: 0.0077 || Loss_b: 0.0680 || Cost Time: 13:45:39 || Estimated Time: 3:12:20 2020-11-03 23:49:53,113 Segmentron INFO: Epoch: 325/400 || Iters: 76/156 || Lr: 0.002230 || Loss: 0.0097 || Loss_b: 0.0940 || Cost Time: 13:45:48 || Estimated Time: 3:12:10 2020-11-03 23:50:03,070 Segmentron INFO: Epoch: 325/400 || Iters: 86/156 || Lr: 0.002229 || Loss: 0.0084 || Loss_b: 0.0669 || Cost Time: 13:45:57 || Estimated Time: 3:12:00 2020-11-03 23:50:11,865 Segmentron INFO: Epoch: 325/400 || Iters: 96/156 || Lr: 0.002227 || Loss: 0.0064 || Loss_b: 0.0632 || Cost Time: 13:46:06 || Estimated Time: 3:11:50 2020-11-03 23:50:20,479 Segmentron INFO: Epoch: 325/400 || Iters: 106/156 || Lr: 0.002225 || Loss: 0.0072 || Loss_b: 0.0675 || Cost Time: 13:46:15 || Estimated Time: 3:11:40 2020-11-03 23:50:29,355 Segmentron INFO: Epoch: 325/400 || Iters: 116/156 || Lr: 0.002223 || Loss: 0.0060 || Loss_b: 0.0585 || Cost Time: 13:46:24 || Estimated Time: 3:11:30 2020-11-03 23:50:39,838 Segmentron INFO: Epoch: 325/400 || Iters: 126/156 || Lr: 0.002222 || Loss: 0.0056 || Loss_b: 0.0572 || Cost Time: 13:46:34 || Estimated Time: 3:11:21 2020-11-03 23:50:49,963 Segmentron INFO: Epoch: 325/400 || Iters: 136/156 || Lr: 0.002220 || Loss: 0.0093 || Loss_b: 0.0643 || Cost Time: 13:46:44 || Estimated Time: 3:11:11 2020-11-03 23:51:02,844 Segmentron INFO: Epoch: 325/400 || Iters: 146/156 || Lr: 0.002218 || Loss: 0.0097 || Loss_b: 0.0619 || Cost Time: 13:46:57 || Estimated Time: 3:11:02 2020-11-03 23:51:10,320 Segmentron INFO: Epoch: 325/400 || Iters: 0/156 || Lr: 0.002217 || Loss: 0.0068 || Loss_b: 0.0558 || Cost Time: 13:47:05 || Estimated Time: 3:10:51 2020-11-03 23:51:11,076 Segmentron INFO: Epoch 325 model saved in: workdir/a2-2-3-400e/325.pth 2020-11-03 23:51:19,784 Segmentron INFO: Epoch: 326/400 || Iters: 10/156 || Lr: 0.002215 || Loss: 0.0110 || Loss_b: 0.0718 || Cost Time: 13:47:14 || Estimated Time: 3:10:42 2020-11-03 23:51:28,967 Segmentron INFO: Epoch: 326/400 || Iters: 20/156 || Lr: 0.002213 || Loss: 0.0115 || Loss_b: 0.0629 || Cost Time: 13:47:23 || Estimated Time: 3:10:32 2020-11-03 23:51:40,321 Segmentron INFO: Epoch: 326/400 || Iters: 30/156 || Lr: 0.002212 || Loss: 0.0094 || Loss_b: 0.0618 || Cost Time: 13:47:35 || Estimated Time: 3:10:22 2020-11-03 23:51:48,981 Segmentron INFO: Epoch: 326/400 || Iters: 40/156 || Lr: 0.002210 || Loss: 0.0079 || Loss_b: 0.0677 || Cost Time: 13:47:43 || Estimated Time: 3:10:12 2020-11-03 23:51:59,589 Segmentron INFO: Epoch: 326/400 || Iters: 50/156 || Lr: 0.002208 || Loss: 0.0077 || Loss_b: 0.0625 || Cost Time: 13:47:54 || Estimated Time: 3:10:03 2020-11-03 23:52:08,905 Segmentron INFO: Epoch: 326/400 || Iters: 60/156 || Lr: 0.002206 || Loss: 0.0065 || Loss_b: 0.0594 || Cost Time: 13:48:03 || Estimated Time: 3:09:53 2020-11-03 23:52:20,163 Segmentron INFO: Epoch: 326/400 || Iters: 70/156 || Lr: 0.002205 || Loss: 0.0060 || Loss_b: 0.0586 || Cost Time: 13:48:15 || Estimated Time: 3:09:43 2020-11-03 23:52:29,104 Segmentron INFO: Epoch: 326/400 || Iters: 80/156 || Lr: 0.002203 || Loss: 0.0060 || Loss_b: 0.0573 || Cost Time: 13:48:23 || Estimated Time: 3:09:33 2020-11-03 23:52:38,396 Segmentron INFO: Epoch: 326/400 || Iters: 90/156 || Lr: 0.002201 || Loss: 0.0074 || Loss_b: 0.0644 || Cost Time: 13:48:33 || Estimated Time: 3:09:23 2020-11-03 23:52:48,172 Segmentron INFO: Epoch: 326/400 || Iters: 100/156 || Lr: 0.002200 || Loss: 0.0081 || Loss_b: 0.0618 || Cost Time: 13:48:43 || Estimated Time: 3:09:14 2020-11-03 23:52:56,954 Segmentron INFO: Epoch: 326/400 || Iters: 110/156 || Lr: 0.002198 || Loss: 0.0104 || Loss_b: 0.1195 || Cost Time: 13:48:51 || Estimated Time: 3:09:04 2020-11-03 23:53:07,050 Segmentron INFO: Epoch: 326/400 || Iters: 120/156 || Lr: 0.002196 || Loss: 0.0067 || Loss_b: 0.0781 || Cost Time: 13:49:01 || Estimated Time: 3:08:54 2020-11-03 23:53:18,949 Segmentron INFO: Epoch: 326/400 || Iters: 130/156 || Lr: 0.002194 || Loss: 0.0061 || Loss_b: 0.0703 || Cost Time: 13:49:13 || Estimated Time: 3:08:45 2020-11-03 23:53:27,261 Segmentron INFO: Epoch: 326/400 || Iters: 140/156 || Lr: 0.002193 || Loss: 0.0063 || Loss_b: 0.0690 || Cost Time: 13:49:22 || Estimated Time: 3:08:34 2020-11-03 23:53:36,239 Segmentron INFO: Epoch: 326/400 || Iters: 150/156 || Lr: 0.002191 || Loss: 0.0071 || Loss_b: 0.0658 || Cost Time: 13:49:31 || Estimated Time: 3:08:24 2020-11-03 23:53:43,166 Segmentron INFO: Epoch 326 model saved in: workdir/a2-2-3-400e/326.pth 2020-11-03 23:53:46,572 Segmentron INFO: Epoch: 327/400 || Iters: 4/156 || Lr: 0.002189 || Loss: 0.0071 || Loss_b: 0.0609 || Cost Time: 13:49:41 || Estimated Time: 3:08:15 2020-11-03 23:53:55,120 Segmentron INFO: Epoch: 327/400 || Iters: 14/156 || Lr: 0.002188 || Loss: 0.0075 || Loss_b: 0.0583 || Cost Time: 13:49:50 || Estimated Time: 3:08:05 2020-11-03 23:54:07,838 Segmentron INFO: Epoch: 327/400 || Iters: 24/156 || Lr: 0.002186 || Loss: 0.0098 || Loss_b: 0.0669 || Cost Time: 13:50:02 || Estimated Time: 3:07:56 2020-11-03 23:54:16,047 Segmentron INFO: Epoch: 327/400 || Iters: 34/156 || Lr: 0.002184 || Loss: 0.0068 || Loss_b: 0.0597 || Cost Time: 13:50:10 || Estimated Time: 3:07:45 2020-11-03 23:54:27,855 Segmentron INFO: Epoch: 327/400 || Iters: 44/156 || Lr: 0.002183 || Loss: 0.0088 || Loss_b: 0.0644 || Cost Time: 13:50:22 || Estimated Time: 3:07:36 2020-11-03 23:54:38,047 Segmentron INFO: Epoch: 327/400 || Iters: 54/156 || Lr: 0.002181 || Loss: 0.0107 || Loss_b: 0.0591 || Cost Time: 13:50:32 || Estimated Time: 3:07:26 2020-11-03 23:54:46,283 Segmentron INFO: Epoch: 327/400 || Iters: 64/156 || Lr: 0.002179 || Loss: 0.0071 || Loss_b: 0.0612 || Cost Time: 13:50:41 || Estimated Time: 3:07:16 2020-11-03 23:54:55,006 Segmentron INFO: Epoch: 327/400 || Iters: 74/156 || Lr: 0.002177 || Loss: 0.0044 || Loss_b: 0.0589 || Cost Time: 13:50:49 || Estimated Time: 3:07:06 2020-11-03 23:55:06,174 Segmentron INFO: Epoch: 327/400 || Iters: 84/156 || Lr: 0.002176 || Loss: 0.0061 || Loss_b: 0.6587 || Cost Time: 13:51:01 || Estimated Time: 3:06:57 2020-11-03 23:55:16,253 Segmentron INFO: Epoch: 327/400 || Iters: 94/156 || Lr: 0.002174 || Loss: 0.0075 || Loss_b: 0.4292 || Cost Time: 13:51:11 || Estimated Time: 3:06:47 2020-11-03 23:55:25,964 Segmentron INFO: Epoch: 327/400 || Iters: 104/156 || Lr: 0.002172 || Loss: 0.0048 || Loss_b: 0.0843 || Cost Time: 13:51:20 || Estimated Time: 3:06:37 2020-11-03 23:55:35,082 Segmentron INFO: Epoch: 327/400 || Iters: 114/156 || Lr: 0.002171 || Loss: 0.0074 || Loss_b: 0.1042 || Cost Time: 13:51:29 || Estimated Time: 3:06:27 2020-11-03 23:55:44,282 Segmentron INFO: Epoch: 327/400 || Iters: 124/156 || Lr: 0.002169 || Loss: 0.0104 || Loss_b: 0.0753 || Cost Time: 13:51:39 || Estimated Time: 3:06:17 2020-11-03 23:55:55,361 Segmentron INFO: Epoch: 327/400 || Iters: 134/156 || Lr: 0.002167 || Loss: 0.0071 || Loss_b: 0.0607 || Cost Time: 13:51:50 || Estimated Time: 3:06:08 2020-11-03 23:56:04,023 Segmentron INFO: Epoch: 327/400 || Iters: 144/156 || Lr: 0.002165 || Loss: 0.0059 || Loss_b: 0.0618 || Cost Time: 13:51:58 || Estimated Time: 3:05:58 2020-11-03 23:56:14,466 Segmentron INFO: Epoch: 327/400 || Iters: 154/156 || Lr: 0.002164 || Loss: 0.0063 || Loss_b: 0.0636 || Cost Time: 13:52:09 || Estimated Time: 3:05:48 2020-11-03 23:56:17,087 Segmentron INFO: Epoch 327 model saved in: workdir/a2-2-3-400e/327.pth 2020-11-03 23:56:25,068 Segmentron INFO: Epoch: 328/400 || Iters: 8/156 || Lr: 0.002162 || Loss: 0.0058 || Loss_b: 0.0608 || Cost Time: 13:52:19 || Estimated Time: 3:05:39 2020-11-03 23:56:35,588 Segmentron INFO: Epoch: 328/400 || Iters: 18/156 || Lr: 0.002160 || Loss: 0.0074 || Loss_b: 0.0625 || Cost Time: 13:52:30 || Estimated Time: 3:05:29 2020-11-03 23:56:44,770 Segmentron INFO: Epoch: 328/400 || Iters: 28/156 || Lr: 0.002159 || Loss: 0.0087 || Loss_b: 0.0620 || Cost Time: 13:52:39 || Estimated Time: 3:05:19 2020-11-03 23:56:53,993 Segmentron INFO: Epoch: 328/400 || Iters: 38/156 || Lr: 0.002157 || Loss: 0.0081 || Loss_b: 0.0632 || Cost Time: 13:52:48 || Estimated Time: 3:05:09 2020-11-03 23:57:03,433 Segmentron INFO: Epoch: 328/400 || Iters: 48/156 || Lr: 0.002155 || Loss: 0.0068 || Loss_b: 0.0582 || Cost Time: 13:52:58 || Estimated Time: 3:04:59 2020-11-03 23:57:13,238 Segmentron INFO: Epoch: 328/400 || Iters: 58/156 || Lr: 0.002153 || Loss: 0.0083 || Loss_b: 0.0653 || Cost Time: 13:53:08 || Estimated Time: 3:04:49 2020-11-03 23:57:22,678 Segmentron INFO: Epoch: 328/400 || Iters: 68/156 || Lr: 0.002152 || Loss: 0.0069 || Loss_b: 0.0601 || Cost Time: 13:53:17 || Estimated Time: 3:04:40 2020-11-03 23:57:32,310 Segmentron INFO: Epoch: 328/400 || Iters: 78/156 || Lr: 0.002150 || Loss: 0.0056 || Loss_b: 0.0627 || Cost Time: 13:53:27 || Estimated Time: 3:04:30 2020-11-03 23:57:41,883 Segmentron INFO: Epoch: 328/400 || Iters: 88/156 || Lr: 0.002148 || Loss: 0.0052 || Loss_b: 0.0581 || Cost Time: 13:53:36 || Estimated Time: 3:04:20 2020-11-03 23:57:52,410 Segmentron INFO: Epoch: 328/400 || Iters: 98/156 || Lr: 0.002147 || Loss: 0.0072 || Loss_b: 0.0591 || Cost Time: 13:53:47 || Estimated Time: 3:04:10 2020-11-03 23:58:01,080 Segmentron INFO: Epoch: 328/400 || Iters: 108/156 || Lr: 0.002145 || Loss: 0.0058 || Loss_b: 0.0607 || Cost Time: 13:53:55 || Estimated Time: 3:04:00 2020-11-03 23:58:10,292 Segmentron INFO: Epoch: 328/400 || Iters: 118/156 || Lr: 0.002143 || Loss: 0.0089 || Loss_b: 0.0654 || Cost Time: 13:54:05 || Estimated Time: 3:03:50 2020-11-03 23:58:21,148 Segmentron INFO: Epoch: 328/400 || Iters: 128/156 || Lr: 0.002142 || Loss: 0.0097 || Loss_b: 0.1797 || Cost Time: 13:54:16 || Estimated Time: 3:03:41 2020-11-03 23:58:31,228 Segmentron INFO: Epoch: 328/400 || Iters: 138/156 || Lr: 0.002140 || Loss: 0.0056 || Loss_b: 0.1048 || Cost Time: 13:54:26 || Estimated Time: 3:03:31 2020-11-03 23:58:40,143 Segmentron INFO: Epoch: 328/400 || Iters: 148/156 || Lr: 0.002138 || Loss: 0.0091 || Loss_b: 0.0709 || Cost Time: 13:54:35 || Estimated Time: 3:03:21 2020-11-03 23:58:50,666 Segmentron INFO: Epoch 328 model saved in: workdir/a2-2-3-400e/328.pth 2020-11-03 23:58:52,335 Segmentron INFO: Epoch: 329/400 || Iters: 2/156 || Lr: 0.002136 || Loss: 0.0077 || Loss_b: 0.0719 || Cost Time: 13:54:47 || Estimated Time: 3:03:12 2020-11-03 23:59:02,177 Segmentron INFO: Epoch: 329/400 || Iters: 12/156 || Lr: 0.002135 || Loss: 0.0098 || Loss_b: 0.0630 || Cost Time: 13:54:57 || Estimated Time: 3:03:02 2020-11-03 23:59:12,499 Segmentron INFO: Epoch: 329/400 || Iters: 22/156 || Lr: 0.002133 || Loss: 0.0057 || Loss_b: 0.0594 || Cost Time: 13:55:07 || Estimated Time: 3:02:52 2020-11-03 23:59:20,943 Segmentron INFO: Epoch: 329/400 || Iters: 32/156 || Lr: 0.002131 || Loss: 0.0068 || Loss_b: 0.0582 || Cost Time: 13:55:15 || Estimated Time: 3:02:42 2020-11-03 23:59:30,098 Segmentron INFO: Epoch: 329/400 || Iters: 42/156 || Lr: 0.002130 || Loss: 0.0084 || Loss_b: 0.0670 || Cost Time: 13:55:24 || Estimated Time: 3:02:32 2020-11-03 23:59:40,053 Segmentron INFO: Epoch: 329/400 || Iters: 52/156 || Lr: 0.002128 || Loss: 0.0073 || Loss_b: 0.0627 || Cost Time: 13:55:34 || Estimated Time: 3:02:23 2020-11-03 23:59:50,521 Segmentron INFO: Epoch: 329/400 || Iters: 62/156 || Lr: 0.002126 || Loss: 0.0064 || Loss_b: 0.0600 || Cost Time: 13:55:45 || Estimated Time: 3:02:13 2020-11-03 23:59:59,232 Segmentron INFO: Epoch: 329/400 || Iters: 72/156 || Lr: 0.002124 || Loss: 0.0058 || Loss_b: 0.1810 || Cost Time: 13:55:54 || Estimated Time: 3:02:03 2020-11-04 00:00:09,229 Segmentron INFO: Epoch: 329/400 || Iters: 82/156 || Lr: 0.002123 || Loss: 0.0080 || Loss_b: 0.0666 || Cost Time: 13:56:04 || Estimated Time: 3:01:53 2020-11-04 00:00:22,367 Segmentron INFO: Epoch: 329/400 || Iters: 92/156 || Lr: 0.002121 || Loss: 0.0063 || Loss_b: 0.0717 || Cost Time: 13:56:17 || Estimated Time: 3:01:44 2020-11-04 00:00:31,241 Segmentron INFO: Epoch: 329/400 || Iters: 102/156 || Lr: 0.002119 || Loss: 0.0059 || Loss_b: 0.0698 || Cost Time: 13:56:26 || Estimated Time: 3:01:34 2020-11-04 00:00:40,711 Segmentron INFO: Epoch: 329/400 || Iters: 112/156 || Lr: 0.002118 || Loss: 0.0096 || Loss_b: 0.0639 || Cost Time: 13:56:35 || Estimated Time: 3:01:24 2020-11-04 00:00:50,750 Segmentron INFO: Epoch: 329/400 || Iters: 122/156 || Lr: 0.002116 || Loss: 0.0068 || Loss_b: 0.0637 || Cost Time: 13:56:45 || Estimated Time: 3:01:15 2020-11-04 00:00:59,578 Segmentron INFO: Epoch: 329/400 || Iters: 132/156 || Lr: 0.002114 || Loss: 0.0075 || Loss_b: 0.0613 || Cost Time: 13:56:54 || Estimated Time: 3:01:05 2020-11-04 00:01:08,823 Segmentron INFO: Epoch: 329/400 || Iters: 142/156 || Lr: 0.002112 || Loss: 0.0048 || Loss_b: 0.0551 || Cost Time: 13:57:03 || Estimated Time: 3:00:55 2020-11-04 00:01:17,586 Segmentron INFO: Epoch: 329/400 || Iters: 152/156 || Lr: 0.002111 || Loss: 0.0071 || Loss_b: 0.0602 || Cost Time: 13:57:12 || Estimated Time: 3:00:45 2020-11-04 00:01:22,444 Segmentron INFO: Epoch 329 model saved in: workdir/a2-2-3-400e/329.pth 2020-11-04 00:01:28,052 Segmentron INFO: Epoch: 330/400 || Iters: 6/156 || Lr: 0.002109 || Loss: 0.0064 || Loss_b: 0.0601 || Cost Time: 13:57:22 || Estimated Time: 3:00:35 2020-11-04 00:01:37,515 Segmentron INFO: Epoch: 330/400 || Iters: 16/156 || Lr: 0.002107 || Loss: 0.0057 || Loss_b: 0.0560 || Cost Time: 13:57:32 || Estimated Time: 3:00:25 2020-11-04 00:01:48,034 Segmentron INFO: Epoch: 330/400 || Iters: 26/156 || Lr: 0.002106 || Loss: 0.0064 || Loss_b: 0.0628 || Cost Time: 13:57:42 || Estimated Time: 3:00:16 2020-11-04 00:01:58,292 Segmentron INFO: Epoch: 330/400 || Iters: 36/156 || Lr: 0.002104 || Loss: 0.0101 || Loss_b: 0.0681 || Cost Time: 13:57:53 || Estimated Time: 3:00:06 2020-11-04 00:02:09,169 Segmentron INFO: Epoch: 330/400 || Iters: 46/156 || Lr: 0.002102 || Loss: 0.0045 || Loss_b: 0.0563 || Cost Time: 13:58:04 || Estimated Time: 2:59:56 2020-11-04 00:02:18,438 Segmentron INFO: Epoch: 330/400 || Iters: 56/156 || Lr: 0.002100 || Loss: 0.0063 || Loss_b: 0.0596 || Cost Time: 13:58:13 || Estimated Time: 2:59:46 2020-11-04 00:02:28,772 Segmentron INFO: Epoch: 330/400 || Iters: 66/156 || Lr: 0.002099 || Loss: 0.0050 || Loss_b: 0.0640 || Cost Time: 13:58:23 || Estimated Time: 2:59:37 2020-11-04 00:02:37,527 Segmentron INFO: Epoch: 330/400 || Iters: 76/156 || Lr: 0.002097 || Loss: 0.0069 || Loss_b: 0.0627 || Cost Time: 13:58:32 || Estimated Time: 2:59:27 2020-11-04 00:02:47,559 Segmentron INFO: Epoch: 330/400 || Iters: 86/156 || Lr: 0.002095 || Loss: 0.0144 || Loss_b: 0.0684 || Cost Time: 13:58:42 || Estimated Time: 2:59:17 2020-11-04 00:02:56,434 Segmentron INFO: Epoch: 330/400 || Iters: 96/156 || Lr: 0.002094 || Loss: 0.0052 || Loss_b: 0.0568 || Cost Time: 13:58:51 || Estimated Time: 2:59:07 2020-11-04 00:03:07,567 Segmentron INFO: Epoch: 330/400 || Iters: 106/156 || Lr: 0.002092 || Loss: 0.0080 || Loss_b: 0.0623 || Cost Time: 13:59:02 || Estimated Time: 2:58:58 2020-11-04 00:03:16,006 Segmentron INFO: Epoch: 330/400 || Iters: 116/156 || Lr: 0.002090 || Loss: 0.0048 || Loss_b: 0.0574 || Cost Time: 13:59:10 || Estimated Time: 2:58:47 2020-11-04 00:03:26,150 Segmentron INFO: Epoch: 330/400 || Iters: 126/156 || Lr: 0.002088 || Loss: 0.0086 || Loss_b: 0.0612 || Cost Time: 13:59:21 || Estimated Time: 2:58:38 2020-11-04 00:03:35,348 Segmentron INFO: Epoch: 330/400 || Iters: 136/156 || Lr: 0.002087 || Loss: 0.0078 || Loss_b: 0.0597 || Cost Time: 13:59:30 || Estimated Time: 2:58:28 2020-11-04 00:03:45,759 Segmentron INFO: Epoch: 330/400 || Iters: 146/156 || Lr: 0.002085 || Loss: 0.0054 || Loss_b: 0.0551 || Cost Time: 13:59:40 || Estimated Time: 2:58:18 2020-11-04 00:03:54,847 Segmentron INFO: Epoch: 330/400 || Iters: 0/156 || Lr: 0.002083 || Loss: 0.0075 || Loss_b: 0.0724 || Cost Time: 13:59:49 || Estimated Time: 2:58:08 2020-11-04 00:03:55,599 Segmentron INFO: Epoch 330 model saved in: workdir/a2-2-3-400e/330.pth 2020-11-04 00:04:04,348 Segmentron INFO: Epoch: 331/400 || Iters: 10/156 || Lr: 0.002081 || Loss: 0.0058 || Loss_b: 0.0564 || Cost Time: 13:59:59 || Estimated Time: 2:57:58 2020-11-04 00:04:14,870 Segmentron INFO: Epoch: 331/400 || Iters: 20/156 || Lr: 0.002080 || Loss: 0.0060 || Loss_b: 0.0608 || Cost Time: 14:00:09 || Estimated Time: 2:57:49 2020-11-04 00:04:26,295 Segmentron INFO: Epoch: 331/400 || Iters: 30/156 || Lr: 0.002078 || Loss: 0.0082 || Loss_b: 0.0633 || Cost Time: 14:00:21 || Estimated Time: 2:57:39 2020-11-04 00:04:34,984 Segmentron INFO: Epoch: 331/400 || Iters: 40/156 || Lr: 0.002076 || Loss: 0.0065 || Loss_b: 0.0618 || Cost Time: 14:00:29 || Estimated Time: 2:57:29 2020-11-04 00:04:44,363 Segmentron INFO: Epoch: 331/400 || Iters: 50/156 || Lr: 0.002075 || Loss: 0.0093 || Loss_b: 0.0633 || Cost Time: 14:00:39 || Estimated Time: 2:57:19 2020-11-04 00:04:53,305 Segmentron INFO: Epoch: 331/400 || Iters: 60/156 || Lr: 0.002073 || Loss: 0.0045 || Loss_b: 0.0566 || Cost Time: 14:00:48 || Estimated Time: 2:57:09 2020-11-04 00:05:04,292 Segmentron INFO: Epoch: 331/400 || Iters: 70/156 || Lr: 0.002071 || Loss: 0.0088 || Loss_b: 0.0611 || Cost Time: 14:00:59 || Estimated Time: 2:57:00 2020-11-04 00:05:13,901 Segmentron INFO: Epoch: 331/400 || Iters: 80/156 || Lr: 0.002069 || Loss: 0.0070 || Loss_b: 0.0605 || Cost Time: 14:01:08 || Estimated Time: 2:56:50 2020-11-04 00:05:24,541 Segmentron INFO: Epoch: 331/400 || Iters: 90/156 || Lr: 0.002068 || Loss: 0.0064 || Loss_b: 0.0552 || Cost Time: 14:01:19 || Estimated Time: 2:56:40 2020-11-04 00:05:34,744 Segmentron INFO: Epoch: 331/400 || Iters: 100/156 || Lr: 0.002066 || Loss: 0.0093 || Loss_b: 0.0634 || Cost Time: 14:01:29 || Estimated Time: 2:56:31 2020-11-04 00:05:44,133 Segmentron INFO: Epoch: 331/400 || Iters: 110/156 || Lr: 0.002064 || Loss: 0.0073 || Loss_b: 0.0619 || Cost Time: 14:01:39 || Estimated Time: 2:56:21 2020-11-04 00:05:53,708 Segmentron INFO: Epoch: 331/400 || Iters: 120/156 || Lr: 0.002063 || Loss: 0.0065 || Loss_b: 0.0596 || Cost Time: 14:01:48 || Estimated Time: 2:56:11 2020-11-04 00:06:03,280 Segmentron INFO: Epoch: 331/400 || Iters: 130/156 || Lr: 0.002061 || Loss: 0.0059 || Loss_b: 0.0595 || Cost Time: 14:01:58 || Estimated Time: 2:56:01 2020-11-04 00:06:13,266 Segmentron INFO: Epoch: 331/400 || Iters: 140/156 || Lr: 0.002059 || Loss: 0.0081 || Loss_b: 0.0575 || Cost Time: 14:02:08 || Estimated Time: 2:55:51 2020-11-04 00:06:23,606 Segmentron INFO: Epoch: 331/400 || Iters: 150/156 || Lr: 0.002057 || Loss: 0.0081 || Loss_b: 0.0592 || Cost Time: 14:02:18 || Estimated Time: 2:55:42 2020-11-04 00:06:29,941 Segmentron INFO: Epoch 331 model saved in: workdir/a2-2-3-400e/331.pth 2020-11-04 00:06:33,259 Segmentron INFO: Epoch: 332/400 || Iters: 4/156 || Lr: 0.002056 || Loss: 0.0077 || Loss_b: 0.6994 || Cost Time: 14:02:28 || Estimated Time: 2:55:32 2020-11-04 00:06:42,786 Segmentron INFO: Epoch: 332/400 || Iters: 14/156 || Lr: 0.002054 || Loss: 0.0067 || Loss_b: 0.7283 || Cost Time: 14:02:37 || Estimated Time: 2:55:22 2020-11-04 00:06:53,480 Segmentron INFO: Epoch: 332/400 || Iters: 24/156 || Lr: 0.002052 || Loss: 0.0054 || Loss_b: 0.3268 || Cost Time: 14:02:48 || Estimated Time: 2:55:13 2020-11-04 00:07:02,344 Segmentron INFO: Epoch: 332/400 || Iters: 34/156 || Lr: 0.002051 || Loss: 0.0050 || Loss_b: 0.2052 || Cost Time: 14:02:57 || Estimated Time: 2:55:03 2020-11-04 00:07:10,715 Segmentron INFO: Epoch: 332/400 || Iters: 44/156 || Lr: 0.002049 || Loss: 0.0061 || Loss_b: 0.1215 || Cost Time: 14:03:05 || Estimated Time: 2:54:52 2020-11-04 00:07:19,800 Segmentron INFO: Epoch: 332/400 || Iters: 54/156 || Lr: 0.002047 || Loss: 0.0062 || Loss_b: 0.0908 || Cost Time: 14:03:14 || Estimated Time: 2:54:43 2020-11-04 00:07:30,272 Segmentron INFO: Epoch: 332/400 || Iters: 64/156 || Lr: 0.002045 || Loss: 0.0058 || Loss_b: 0.0657 || Cost Time: 14:03:25 || Estimated Time: 2:54:33 2020-11-04 00:07:39,671 Segmentron INFO: Epoch: 332/400 || Iters: 74/156 || Lr: 0.002044 || Loss: 0.0068 || Loss_b: 0.0576 || Cost Time: 14:03:34 || Estimated Time: 2:54:23 2020-11-04 00:07:51,387 Segmentron INFO: Epoch: 332/400 || Iters: 84/156 || Lr: 0.002042 || Loss: 0.0088 || Loss_b: 0.0668 || Cost Time: 14:03:46 || Estimated Time: 2:54:14 2020-11-04 00:08:02,072 Segmentron INFO: Epoch: 332/400 || Iters: 94/156 || Lr: 0.002040 || Loss: 0.0078 || Loss_b: 0.0623 || Cost Time: 14:03:56 || Estimated Time: 2:54:04 2020-11-04 00:08:10,544 Segmentron INFO: Epoch: 332/400 || Iters: 104/156 || Lr: 0.002039 || Loss: 0.0047 || Loss_b: 0.0559 || Cost Time: 14:04:05 || Estimated Time: 2:53:54 2020-11-04 00:08:24,579 Segmentron INFO: Epoch: 332/400 || Iters: 114/156 || Lr: 0.002037 || Loss: 0.0088 || Loss_b: 0.0635 || Cost Time: 14:04:19 || Estimated Time: 2:53:45 2020-11-04 00:08:33,347 Segmentron INFO: Epoch: 332/400 || Iters: 124/156 || Lr: 0.002035 || Loss: 0.0076 || Loss_b: 0.0615 || Cost Time: 14:04:28 || Estimated Time: 2:53:35 2020-11-04 00:08:42,716 Segmentron INFO: Epoch: 332/400 || Iters: 134/156 || Lr: 0.002033 || Loss: 0.0114 || Loss_b: 0.0657 || Cost Time: 14:04:37 || Estimated Time: 2:53:25 2020-11-04 00:08:51,883 Segmentron INFO: Epoch: 332/400 || Iters: 144/156 || Lr: 0.002032 || Loss: 0.0060 || Loss_b: 0.0599 || Cost Time: 14:04:46 || Estimated Time: 2:53:15 2020-11-04 00:09:02,806 Segmentron INFO: Epoch: 332/400 || Iters: 154/156 || Lr: 0.002030 || Loss: 0.0080 || Loss_b: 0.0613 || Cost Time: 14:04:57 || Estimated Time: 2:53:06 2020-11-04 00:09:05,354 Segmentron INFO: Epoch 332 model saved in: workdir/a2-2-3-400e/332.pth 2020-11-04 00:09:12,170 Segmentron INFO: Epoch: 333/400 || Iters: 8/156 || Lr: 0.002028 || Loss: 0.0098 || Loss_b: 0.0685 || Cost Time: 14:05:07 || Estimated Time: 2:52:56 2020-11-04 00:09:21,450 Segmentron INFO: Epoch: 333/400 || Iters: 18/156 || Lr: 0.002026 || Loss: 0.0046 || Loss_b: 0.0587 || Cost Time: 14:05:16 || Estimated Time: 2:52:46 2020-11-04 00:09:30,867 Segmentron INFO: Epoch: 333/400 || Iters: 28/156 || Lr: 0.002025 || Loss: 0.0075 || Loss_b: 0.0629 || Cost Time: 14:05:25 || Estimated Time: 2:52:36 2020-11-04 00:09:41,897 Segmentron INFO: Epoch: 333/400 || Iters: 38/156 || Lr: 0.002023 || Loss: 0.0093 || Loss_b: 0.0621 || Cost Time: 14:05:36 || Estimated Time: 2:52:27 2020-11-04 00:09:52,391 Segmentron INFO: Epoch: 333/400 || Iters: 48/156 || Lr: 0.002021 || Loss: 0.0062 || Loss_b: 0.0581 || Cost Time: 14:05:47 || Estimated Time: 2:52:17 2020-11-04 00:10:04,030 Segmentron INFO: Epoch: 333/400 || Iters: 58/156 || Lr: 0.002020 || Loss: 0.0070 || Loss_b: 0.0591 || Cost Time: 14:05:58 || Estimated Time: 2:52:07 2020-11-04 00:10:13,547 Segmentron INFO: Epoch: 333/400 || Iters: 68/156 || Lr: 0.002018 || Loss: 0.0089 || Loss_b: 0.0635 || Cost Time: 14:06:08 || Estimated Time: 2:51:58 2020-11-04 00:10:22,562 Segmentron INFO: Epoch: 333/400 || Iters: 78/156 || Lr: 0.002016 || Loss: 0.0059 || Loss_b: 0.0565 || Cost Time: 14:06:17 || Estimated Time: 2:51:48 2020-11-04 00:10:32,016 Segmentron INFO: Epoch: 333/400 || Iters: 88/156 || Lr: 0.002014 || Loss: 0.0047 || Loss_b: 0.0553 || Cost Time: 14:06:26 || Estimated Time: 2:51:38 2020-11-04 00:10:41,791 Segmentron INFO: Epoch: 333/400 || Iters: 98/156 || Lr: 0.002013 || Loss: 0.0047 || Loss_b: 0.0561 || Cost Time: 14:06:36 || Estimated Time: 2:51:28 2020-11-04 00:10:50,800 Segmentron INFO: Epoch: 333/400 || Iters: 108/156 || Lr: 0.002011 || Loss: 0.0097 || Loss_b: 0.0627 || Cost Time: 14:06:45 || Estimated Time: 2:51:18 2020-11-04 00:11:00,071 Segmentron INFO: Epoch: 333/400 || Iters: 118/156 || Lr: 0.002009 || Loss: 0.0071 || Loss_b: 0.0623 || Cost Time: 14:06:54 || Estimated Time: 2:51:08 2020-11-04 00:11:09,015 Segmentron INFO: Epoch: 333/400 || Iters: 128/156 || Lr: 0.002008 || Loss: 0.0054 || Loss_b: 0.0572 || Cost Time: 14:07:03 || Estimated Time: 2:50:58 2020-11-04 00:11:18,200 Segmentron INFO: Epoch: 333/400 || Iters: 138/156 || Lr: 0.002006 || Loss: 0.0068 || Loss_b: 0.0604 || Cost Time: 14:07:13 || Estimated Time: 2:50:48 2020-11-04 00:11:28,817 Segmentron INFO: Epoch: 333/400 || Iters: 148/156 || Lr: 0.002004 || Loss: 0.0065 || Loss_b: 0.0592 || Cost Time: 14:07:23 || Estimated Time: 2:50:39 2020-11-04 00:11:38,033 Segmentron INFO: Epoch 333 model saved in: workdir/a2-2-3-400e/333.pth 2020-11-04 00:11:39,827 Segmentron INFO: Epoch: 334/400 || Iters: 2/156 || Lr: 0.002002 || Loss: 0.0066 || Loss_b: 0.0575 || Cost Time: 14:07:34 || Estimated Time: 2:50:29 2020-11-04 00:11:48,250 Segmentron INFO: Epoch: 334/400 || Iters: 12/156 || Lr: 0.002001 || Loss: 0.0083 || Loss_b: 0.0637 || Cost Time: 14:07:43 || Estimated Time: 2:50:19 2020-11-04 00:11:57,210 Segmentron INFO: Epoch: 334/400 || Iters: 22/156 || Lr: 0.001999 || Loss: 0.0087 || Loss_b: 0.0700 || Cost Time: 14:07:52 || Estimated Time: 2:50:09 2020-11-04 00:12:10,729 Segmentron INFO: Epoch: 334/400 || Iters: 32/156 || Lr: 0.001997 || Loss: 0.0065 || Loss_b: 0.0609 || Cost Time: 14:08:05 || Estimated Time: 2:50:00 2020-11-04 00:12:18,779 Segmentron INFO: Epoch: 334/400 || Iters: 42/156 || Lr: 0.001995 || Loss: 0.0095 || Loss_b: 0.0665 || Cost Time: 14:08:13 || Estimated Time: 2:49:50 2020-11-04 00:12:27,845 Segmentron INFO: Epoch: 334/400 || Iters: 52/156 || Lr: 0.001994 || Loss: 0.0080 || Loss_b: 0.0594 || Cost Time: 14:08:22 || Estimated Time: 2:49:40 2020-11-04 00:12:36,785 Segmentron INFO: Epoch: 334/400 || Iters: 62/156 || Lr: 0.001992 || Loss: 0.0046 || Loss_b: 0.0566 || Cost Time: 14:08:31 || Estimated Time: 2:49:30 2020-11-04 00:12:47,090 Segmentron INFO: Epoch: 334/400 || Iters: 72/156 || Lr: 0.001990 || Loss: 0.0050 || Loss_b: 0.0574 || Cost Time: 14:08:41 || Estimated Time: 2:49:20 2020-11-04 00:12:56,401 Segmentron INFO: Epoch: 334/400 || Iters: 82/156 || Lr: 0.001989 || Loss: 0.0080 || Loss_b: 0.0570 || Cost Time: 14:08:51 || Estimated Time: 2:49:11 2020-11-04 00:13:08,712 Segmentron INFO: Epoch: 334/400 || Iters: 92/156 || Lr: 0.001987 || Loss: 0.0066 || Loss_b: 0.0560 || Cost Time: 14:09:03 || Estimated Time: 2:49:01 2020-11-04 00:13:19,038 Segmentron INFO: Epoch: 334/400 || Iters: 102/156 || Lr: 0.001985 || Loss: 0.0066 || Loss_b: 0.0599 || Cost Time: 14:09:13 || Estimated Time: 2:48:52 2020-11-04 00:13:28,000 Segmentron INFO: Epoch: 334/400 || Iters: 112/156 || Lr: 0.001983 || Loss: 0.0061 || Loss_b: 0.0588 || Cost Time: 14:09:22 || Estimated Time: 2:48:42 2020-11-04 00:13:36,736 Segmentron INFO: Epoch: 334/400 || Iters: 122/156 || Lr: 0.001982 || Loss: 0.0064 || Loss_b: 0.0601 || Cost Time: 14:09:31 || Estimated Time: 2:48:32 2020-11-04 00:13:46,372 Segmentron INFO: Epoch: 334/400 || Iters: 132/156 || Lr: 0.001980 || Loss: 0.0074 || Loss_b: 0.0591 || Cost Time: 14:09:41 || Estimated Time: 2:48:22 2020-11-04 00:13:56,564 Segmentron INFO: Epoch: 334/400 || Iters: 142/156 || Lr: 0.001978 || Loss: 0.0046 || Loss_b: 0.0549 || Cost Time: 14:09:51 || Estimated Time: 2:48:12 2020-11-04 00:14:06,926 Segmentron INFO: Epoch: 334/400 || Iters: 152/156 || Lr: 0.001976 || Loss: 0.0091 || Loss_b: 0.2492 || Cost Time: 14:10:01 || Estimated Time: 2:48:02 2020-11-04 00:14:11,185 Segmentron INFO: Epoch 334 model saved in: workdir/a2-2-3-400e/334.pth 2020-11-04 00:14:16,526 Segmentron INFO: Epoch: 335/400 || Iters: 6/156 || Lr: 0.001975 || Loss: 0.0045 || Loss_b: 0.0772 || Cost Time: 14:10:11 || Estimated Time: 2:47:53 2020-11-04 00:14:25,170 Segmentron INFO: Epoch: 335/400 || Iters: 16/156 || Lr: 0.001973 || Loss: 0.0048 || Loss_b: 0.0769 || Cost Time: 14:10:20 || Estimated Time: 2:47:43 2020-11-04 00:14:36,459 Segmentron INFO: Epoch: 335/400 || Iters: 26/156 || Lr: 0.001971 || Loss: 0.0059 || Loss_b: 0.0728 || Cost Time: 14:10:31 || Estimated Time: 2:47:33 2020-11-04 00:14:47,051 Segmentron INFO: Epoch: 335/400 || Iters: 36/156 || Lr: 0.001970 || Loss: 0.0049 || Loss_b: 0.0616 || Cost Time: 14:10:41 || Estimated Time: 2:47:23 2020-11-04 00:14:56,186 Segmentron INFO: Epoch: 335/400 || Iters: 46/156 || Lr: 0.001968 || Loss: 0.0082 || Loss_b: 0.0638 || Cost Time: 14:10:51 || Estimated Time: 2:47:14 2020-11-04 00:15:04,727 Segmentron INFO: Epoch: 335/400 || Iters: 56/156 || Lr: 0.001966 || Loss: 0.0056 || Loss_b: 0.0600 || Cost Time: 14:10:59 || Estimated Time: 2:47:03 2020-11-04 00:15:13,338 Segmentron INFO: Epoch: 335/400 || Iters: 66/156 || Lr: 0.001964 || Loss: 0.0061 || Loss_b: 0.0603 || Cost Time: 14:11:08 || Estimated Time: 2:46:53 2020-11-04 00:15:22,314 Segmentron INFO: Epoch: 335/400 || Iters: 76/156 || Lr: 0.001963 || Loss: 0.0043 || Loss_b: 0.0569 || Cost Time: 14:11:17 || Estimated Time: 2:46:44 2020-11-04 00:15:33,717 Segmentron INFO: Epoch: 335/400 || Iters: 86/156 || Lr: 0.001961 || Loss: 0.0046 || Loss_b: 0.0553 || Cost Time: 14:11:28 || Estimated Time: 2:46:34 2020-11-04 00:15:43,121 Segmentron INFO: Epoch: 335/400 || Iters: 96/156 || Lr: 0.001959 || Loss: 0.0076 || Loss_b: 0.0597 || Cost Time: 14:11:38 || Estimated Time: 2:46:24 2020-11-04 00:15:54,314 Segmentron INFO: Epoch: 335/400 || Iters: 106/156 || Lr: 0.001957 || Loss: 0.0074 || Loss_b: 0.0591 || Cost Time: 14:11:49 || Estimated Time: 2:46:15 2020-11-04 00:16:03,804 Segmentron INFO: Epoch: 335/400 || Iters: 116/156 || Lr: 0.001956 || Loss: 0.0065 || Loss_b: 0.0605 || Cost Time: 14:11:58 || Estimated Time: 2:46:05 2020-11-04 00:16:13,303 Segmentron INFO: Epoch: 335/400 || Iters: 126/156 || Lr: 0.001954 || Loss: 0.0078 || Loss_b: 0.0668 || Cost Time: 14:12:08 || Estimated Time: 2:45:55 2020-11-04 00:16:25,679 Segmentron INFO: Epoch: 335/400 || Iters: 136/156 || Lr: 0.001952 || Loss: 0.0079 || Loss_b: 0.0617 || Cost Time: 14:12:20 || Estimated Time: 2:45:46 2020-11-04 00:16:35,525 Segmentron INFO: Epoch: 335/400 || Iters: 146/156 || Lr: 0.001951 || Loss: 0.0081 || Loss_b: 0.0584 || Cost Time: 14:12:30 || Estimated Time: 2:45:36 2020-11-04 00:16:43,890 Segmentron INFO: Epoch: 335/400 || Iters: 0/156 || Lr: 0.001949 || Loss: 0.0073 || Loss_b: 0.0614 || Cost Time: 14:12:38 || Estimated Time: 2:45:26 2020-11-04 00:16:44,823 Segmentron INFO: Epoch 335 model saved in: workdir/a2-2-3-400e/335.pth 2020-11-04 00:16:53,184 Segmentron INFO: Epoch: 336/400 || Iters: 10/156 || Lr: 0.001947 || Loss: 0.0055 || Loss_b: 0.0570 || Cost Time: 14:12:48 || Estimated Time: 2:45:16 2020-11-04 00:17:02,771 Segmentron INFO: Epoch: 336/400 || Iters: 20/156 || Lr: 0.001945 || Loss: 0.0097 || Loss_b: 0.0585 || Cost Time: 14:12:57 || Estimated Time: 2:45:06 2020-11-04 00:17:11,603 Segmentron INFO: Epoch: 336/400 || Iters: 30/156 || Lr: 0.001944 || Loss: 0.0063 || Loss_b: 0.0566 || Cost Time: 14:13:06 || Estimated Time: 2:44:56 2020-11-04 00:17:25,704 Segmentron INFO: Epoch: 336/400 || Iters: 40/156 || Lr: 0.001942 || Loss: 0.0053 || Loss_b: 0.0574 || Cost Time: 14:13:20 || Estimated Time: 2:44:47 2020-11-04 00:17:34,972 Segmentron INFO: Epoch: 336/400 || Iters: 50/156 || Lr: 0.001940 || Loss: 0.0059 || Loss_b: 0.0594 || Cost Time: 14:13:29 || Estimated Time: 2:44:37 2020-11-04 00:17:44,528 Segmentron INFO: Epoch: 336/400 || Iters: 60/156 || Lr: 0.001938 || Loss: 0.0099 || Loss_b: 0.0730 || Cost Time: 14:13:39 || Estimated Time: 2:44:27 2020-11-04 00:17:54,283 Segmentron INFO: Epoch: 336/400 || Iters: 70/156 || Lr: 0.001937 || Loss: 0.0060 || Loss_b: 0.0595 || Cost Time: 14:13:49 || Estimated Time: 2:44:18 2020-11-04 00:18:05,249 Segmentron INFO: Epoch: 336/400 || Iters: 80/156 || Lr: 0.001935 || Loss: 0.0054 || Loss_b: 0.0571 || Cost Time: 14:14:00 || Estimated Time: 2:44:08 2020-11-04 00:18:13,981 Segmentron INFO: Epoch: 336/400 || Iters: 90/156 || Lr: 0.001933 || Loss: 0.0063 || Loss_b: 0.0573 || Cost Time: 14:14:08 || Estimated Time: 2:43:58 2020-11-04 00:18:23,125 Segmentron INFO: Epoch: 336/400 || Iters: 100/156 || Lr: 0.001931 || Loss: 0.0071 || Loss_b: 0.0611 || Cost Time: 14:14:18 || Estimated Time: 2:43:48 2020-11-04 00:18:31,757 Segmentron INFO: Epoch: 336/400 || Iters: 110/156 || Lr: 0.001930 || Loss: 0.0046 || Loss_b: 0.0553 || Cost Time: 14:14:26 || Estimated Time: 2:43:38 2020-11-04 00:18:41,240 Segmentron INFO: Epoch: 336/400 || Iters: 120/156 || Lr: 0.001928 || Loss: 0.0047 || Loss_b: 0.0549 || Cost Time: 14:14:36 || Estimated Time: 2:43:28 2020-11-04 00:18:50,783 Segmentron INFO: Epoch: 336/400 || Iters: 130/156 || Lr: 0.001926 || Loss: 0.0065 || Loss_b: 0.0567 || Cost Time: 14:14:45 || Estimated Time: 2:43:19 2020-11-04 00:19:01,350 Segmentron INFO: Epoch: 336/400 || Iters: 140/156 || Lr: 0.001925 || Loss: 0.0061 || Loss_b: 0.0561 || Cost Time: 14:14:56 || Estimated Time: 2:43:09 2020-11-04 00:19:11,601 Segmentron INFO: Epoch: 336/400 || Iters: 150/156 || Lr: 0.001923 || Loss: 0.0069 || Loss_b: 0.0572 || Cost Time: 14:15:06 || Estimated Time: 2:42:59 2020-11-04 00:19:17,833 Segmentron INFO: Epoch 336 model saved in: workdir/a2-2-3-400e/336.pth 2020-11-04 00:19:21,582 Segmentron INFO: Epoch: 337/400 || Iters: 4/156 || Lr: 0.001921 || Loss: 0.0045 || Loss_b: 0.7000 || Cost Time: 14:15:16 || Estimated Time: 2:42:49 2020-11-04 00:19:30,455 Segmentron INFO: Epoch: 337/400 || Iters: 14/156 || Lr: 0.001919 || Loss: 0.0056 || Loss_b: 0.4687 || Cost Time: 14:15:25 || Estimated Time: 2:42:39 2020-11-04 00:19:40,431 Segmentron INFO: Epoch: 337/400 || Iters: 24/156 || Lr: 0.001918 || Loss: 0.0091 || Loss_b: 0.1621 || Cost Time: 14:15:35 || Estimated Time: 2:42:30 2020-11-04 00:19:50,933 Segmentron INFO: Epoch: 337/400 || Iters: 34/156 || Lr: 0.001916 || Loss: 0.0071 || Loss_b: 0.0863 || Cost Time: 14:15:45 || Estimated Time: 2:42:20 2020-11-04 00:20:00,631 Segmentron INFO: Epoch: 337/400 || Iters: 44/156 || Lr: 0.001914 || Loss: 0.0071 || Loss_b: 0.0622 || Cost Time: 14:15:55 || Estimated Time: 2:42:10 2020-11-04 00:20:10,138 Segmentron INFO: Epoch: 337/400 || Iters: 54/156 || Lr: 0.001912 || Loss: 0.0063 || Loss_b: 0.0618 || Cost Time: 14:16:05 || Estimated Time: 2:42:00 2020-11-04 00:20:20,721 Segmentron INFO: Epoch: 337/400 || Iters: 64/156 || Lr: 0.001911 || Loss: 0.0064 || Loss_b: 0.0635 || Cost Time: 14:16:15 || Estimated Time: 2:41:51 2020-11-04 00:20:30,757 Segmentron INFO: Epoch: 337/400 || Iters: 74/156 || Lr: 0.001909 || Loss: 0.0058 || Loss_b: 0.0572 || Cost Time: 14:16:25 || Estimated Time: 2:41:41 2020-11-04 00:20:39,880 Segmentron INFO: Epoch: 337/400 || Iters: 84/156 || Lr: 0.001907 || Loss: 0.0067 || Loss_b: 0.0563 || Cost Time: 14:16:34 || Estimated Time: 2:41:31 2020-11-04 00:20:48,899 Segmentron INFO: Epoch: 337/400 || Iters: 94/156 || Lr: 0.001906 || Loss: 0.0090 || Loss_b: 0.0634 || Cost Time: 14:16:43 || Estimated Time: 2:41:21 2020-11-04 00:20:57,984 Segmentron INFO: Epoch: 337/400 || Iters: 104/156 || Lr: 0.001904 || Loss: 0.0059 || Loss_b: 0.0596 || Cost Time: 14:16:52 || Estimated Time: 2:41:11 2020-11-04 00:21:09,202 Segmentron INFO: Epoch: 337/400 || Iters: 114/156 || Lr: 0.001902 || Loss: 0.0067 || Loss_b: 0.0621 || Cost Time: 14:17:04 || Estimated Time: 2:41:02 2020-11-04 00:21:18,174 Segmentron INFO: Epoch: 337/400 || Iters: 124/156 || Lr: 0.001900 || Loss: 0.0068 || Loss_b: 0.0583 || Cost Time: 14:17:13 || Estimated Time: 2:40:52 2020-11-04 00:21:27,439 Segmentron INFO: Epoch: 337/400 || Iters: 134/156 || Lr: 0.001899 || Loss: 0.0091 || Loss_b: 0.0647 || Cost Time: 14:17:22 || Estimated Time: 2:40:42 2020-11-04 00:21:36,325 Segmentron INFO: Epoch: 337/400 || Iters: 144/156 || Lr: 0.001897 || Loss: 0.0067 || Loss_b: 0.0583 || Cost Time: 14:17:31 || Estimated Time: 2:40:32 2020-11-04 00:21:46,649 Segmentron INFO: Epoch: 337/400 || Iters: 154/156 || Lr: 0.001895 || Loss: 0.0064 || Loss_b: 0.0566 || Cost Time: 14:17:41 || Estimated Time: 2:40:22 2020-11-04 00:21:49,234 Segmentron INFO: Epoch 337 model saved in: workdir/a2-2-3-400e/337.pth 2020-11-04 00:21:56,595 Segmentron INFO: Epoch: 338/400 || Iters: 8/156 || Lr: 0.001893 || Loss: 0.0067 || Loss_b: 0.0594 || Cost Time: 14:17:51 || Estimated Time: 2:40:12 2020-11-04 00:22:06,923 Segmentron INFO: Epoch: 338/400 || Iters: 18/156 || Lr: 0.001892 || Loss: 0.0063 || Loss_b: 0.0602 || Cost Time: 14:18:01 || Estimated Time: 2:40:03 2020-11-04 00:22:17,680 Segmentron INFO: Epoch: 338/400 || Iters: 28/156 || Lr: 0.001890 || Loss: 0.0095 || Loss_b: 0.0598 || Cost Time: 14:18:12 || Estimated Time: 2:39:53 2020-11-04 00:22:27,250 Segmentron INFO: Epoch: 338/400 || Iters: 38/156 || Lr: 0.001888 || Loss: 0.0046 || Loss_b: 0.0554 || Cost Time: 14:18:22 || Estimated Time: 2:39:43 2020-11-04 00:22:37,893 Segmentron INFO: Epoch: 338/400 || Iters: 48/156 || Lr: 0.001886 || Loss: 0.0078 || Loss_b: 0.0608 || Cost Time: 14:18:32 || Estimated Time: 2:39:34 2020-11-04 00:22:47,465 Segmentron INFO: Epoch: 338/400 || Iters: 58/156 || Lr: 0.001885 || Loss: 0.0056 || Loss_b: 0.0550 || Cost Time: 14:18:42 || Estimated Time: 2:39:24 2020-11-04 00:22:56,912 Segmentron INFO: Epoch: 338/400 || Iters: 68/156 || Lr: 0.001883 || Loss: 0.0059 || Loss_b: 0.0604 || Cost Time: 14:18:51 || Estimated Time: 2:39:14 2020-11-04 00:23:07,329 Segmentron INFO: Epoch: 338/400 || Iters: 78/156 || Lr: 0.001881 || Loss: 0.0059 || Loss_b: 0.0585 || Cost Time: 14:19:02 || Estimated Time: 2:39:04 2020-11-04 00:23:17,369 Segmentron INFO: Epoch: 338/400 || Iters: 88/156 || Lr: 0.001879 || Loss: 0.0057 || Loss_b: 0.0569 || Cost Time: 14:19:12 || Estimated Time: 2:38:55 2020-11-04 00:23:26,206 Segmentron INFO: Epoch: 338/400 || Iters: 98/156 || Lr: 0.001878 || Loss: 0.0084 || Loss_b: 0.0643 || Cost Time: 14:19:21 || Estimated Time: 2:38:45 2020-11-04 00:23:36,536 Segmentron INFO: Epoch: 338/400 || Iters: 108/156 || Lr: 0.001876 || Loss: 0.0097 || Loss_b: 0.0626 || Cost Time: 14:19:31 || Estimated Time: 2:38:35 2020-11-04 00:23:47,015 Segmentron INFO: Epoch: 338/400 || Iters: 118/156 || Lr: 0.001874 || Loss: 0.0122 || Loss_b: 0.0711 || Cost Time: 14:19:41 || Estimated Time: 2:38:25 2020-11-04 00:23:55,225 Segmentron INFO: Epoch: 338/400 || Iters: 128/156 || Lr: 0.001873 || Loss: 0.0056 || Loss_b: 0.0793 || Cost Time: 14:19:50 || Estimated Time: 2:38:15 2020-11-04 00:24:06,163 Segmentron INFO: Epoch: 338/400 || Iters: 138/156 || Lr: 0.001871 || Loss: 0.0073 || Loss_b: 0.0734 || Cost Time: 14:20:01 || Estimated Time: 2:38:06 2020-11-04 00:24:15,740 Segmentron INFO: Epoch: 338/400 || Iters: 148/156 || Lr: 0.001869 || Loss: 0.0077 || Loss_b: 0.0616 || Cost Time: 14:20:10 || Estimated Time: 2:37:56 2020-11-04 00:24:25,007 Segmentron INFO: Epoch 338 model saved in: workdir/a2-2-3-400e/338.pth 2020-11-04 00:24:26,609 Segmentron INFO: Epoch: 339/400 || Iters: 2/156 || Lr: 0.001867 || Loss: 0.0068 || Loss_b: 0.0646 || Cost Time: 14:20:21 || Estimated Time: 2:37:46 2020-11-04 00:24:34,971 Segmentron INFO: Epoch: 339/400 || Iters: 12/156 || Lr: 0.001866 || Loss: 0.0065 || Loss_b: 0.0576 || Cost Time: 14:20:29 || Estimated Time: 2:37:36 2020-11-04 00:24:45,053 Segmentron INFO: Epoch: 339/400 || Iters: 22/156 || Lr: 0.001864 || Loss: 0.0080 || Loss_b: 0.0566 || Cost Time: 14:20:39 || Estimated Time: 2:37:26 2020-11-04 00:24:54,708 Segmentron INFO: Epoch: 339/400 || Iters: 32/156 || Lr: 0.001862 || Loss: 0.0079 || Loss_b: 0.0597 || Cost Time: 14:20:49 || Estimated Time: 2:37:17 2020-11-04 00:25:04,371 Segmentron INFO: Epoch: 339/400 || Iters: 42/156 || Lr: 0.001860 || Loss: 0.0070 || Loss_b: 0.0585 || Cost Time: 14:20:59 || Estimated Time: 2:37:07 2020-11-04 00:25:13,486 Segmentron INFO: Epoch: 339/400 || Iters: 52/156 || Lr: 0.001859 || Loss: 0.0049 || Loss_b: 0.0624 || Cost Time: 14:21:08 || Estimated Time: 2:36:57 2020-11-04 00:25:24,490 Segmentron INFO: Epoch: 339/400 || Iters: 62/156 || Lr: 0.001857 || Loss: 0.0079 || Loss_b: 0.0616 || Cost Time: 14:21:19 || Estimated Time: 2:36:47 2020-11-04 00:25:34,083 Segmentron INFO: Epoch: 339/400 || Iters: 72/156 || Lr: 0.001855 || Loss: 0.0056 || Loss_b: 0.0599 || Cost Time: 14:21:28 || Estimated Time: 2:36:37 2020-11-04 00:25:43,679 Segmentron INFO: Epoch: 339/400 || Iters: 82/156 || Lr: 0.001853 || Loss: 0.0048 || Loss_b: 0.0572 || Cost Time: 14:21:38 || Estimated Time: 2:36:28 2020-11-04 00:25:53,936 Segmentron INFO: Epoch: 339/400 || Iters: 92/156 || Lr: 0.001852 || Loss: 0.0053 || Loss_b: 0.0571 || Cost Time: 14:21:48 || Estimated Time: 2:36:18 2020-11-04 00:26:04,825 Segmentron INFO: Epoch: 339/400 || Iters: 102/156 || Lr: 0.001850 || Loss: 0.0057 || Loss_b: 0.0598 || Cost Time: 14:21:59 || Estimated Time: 2:36:08 2020-11-04 00:26:14,641 Segmentron INFO: Epoch: 339/400 || Iters: 112/156 || Lr: 0.001848 || Loss: 0.0097 || Loss_b: 0.0840 || Cost Time: 14:22:09 || Estimated Time: 2:35:59 2020-11-04 00:26:22,883 Segmentron INFO: Epoch: 339/400 || Iters: 122/156 || Lr: 0.001846 || Loss: 0.0058 || Loss_b: 0.0595 || Cost Time: 14:22:17 || Estimated Time: 2:35:49 2020-11-04 00:26:33,530 Segmentron INFO: Epoch: 339/400 || Iters: 132/156 || Lr: 0.001845 || Loss: 0.0062 || Loss_b: 0.0585 || Cost Time: 14:22:28 || Estimated Time: 2:35:39 2020-11-04 00:26:42,323 Segmentron INFO: Epoch: 339/400 || Iters: 142/156 || Lr: 0.001843 || Loss: 0.0062 || Loss_b: 0.0601 || Cost Time: 14:22:37 || Estimated Time: 2:35:29 2020-11-04 00:26:52,126 Segmentron INFO: Epoch: 339/400 || Iters: 152/156 || Lr: 0.001841 || Loss: 0.0069 || Loss_b: 0.0658 || Cost Time: 14:22:47 || Estimated Time: 2:35:19 2020-11-04 00:26:56,310 Segmentron INFO: Epoch 339 model saved in: workdir/a2-2-3-400e/339.pth 2020-11-04 00:27:02,049 Segmentron INFO: Epoch: 340/400 || Iters: 6/156 || Lr: 0.001839 || Loss: 0.0066 || Loss_b: 0.0585 || Cost Time: 14:22:56 || Estimated Time: 2:35:09 2020-11-04 00:27:11,948 Segmentron INFO: Epoch: 340/400 || Iters: 16/156 || Lr: 0.001838 || Loss: 0.0064 || Loss_b: 0.0609 || Cost Time: 14:23:06 || Estimated Time: 2:35:00 2020-11-04 00:27:20,879 Segmentron INFO: Epoch: 340/400 || Iters: 26/156 || Lr: 0.001836 || Loss: 0.0064 || Loss_b: 0.0562 || Cost Time: 14:23:15 || Estimated Time: 2:34:50 2020-11-04 00:27:32,375 Segmentron INFO: Epoch: 340/400 || Iters: 36/156 || Lr: 0.001834 || Loss: 0.0083 || Loss_b: 0.0613 || Cost Time: 14:23:27 || Estimated Time: 2:34:40 2020-11-04 00:27:40,860 Segmentron INFO: Epoch: 340/400 || Iters: 46/156 || Lr: 0.001833 || Loss: 0.0091 || Loss_b: 0.0612 || Cost Time: 14:23:35 || Estimated Time: 2:34:30 2020-11-04 00:27:49,784 Segmentron INFO: Epoch: 340/400 || Iters: 56/156 || Lr: 0.001831 || Loss: 0.0050 || Loss_b: 0.0582 || Cost Time: 14:23:44 || Estimated Time: 2:34:20 2020-11-04 00:27:59,424 Segmentron INFO: Epoch: 340/400 || Iters: 66/156 || Lr: 0.001829 || Loss: 0.0068 || Loss_b: 0.0587 || Cost Time: 14:23:54 || Estimated Time: 2:34:10 2020-11-04 00:28:09,670 Segmentron INFO: Epoch: 340/400 || Iters: 76/156 || Lr: 0.001827 || Loss: 0.0078 || Loss_b: 0.0621 || Cost Time: 14:24:04 || Estimated Time: 2:34:01 2020-11-04 00:28:19,130 Segmentron INFO: Epoch: 340/400 || Iters: 86/156 || Lr: 0.001826 || Loss: 0.0098 || Loss_b: 0.0604 || Cost Time: 14:24:14 || Estimated Time: 2:33:51 2020-11-04 00:28:28,869 Segmentron INFO: Epoch: 340/400 || Iters: 96/156 || Lr: 0.001824 || Loss: 0.0120 || Loss_b: 0.0675 || Cost Time: 14:24:23 || Estimated Time: 2:33:41 2020-11-04 00:28:38,882 Segmentron INFO: Epoch: 340/400 || Iters: 106/156 || Lr: 0.001822 || Loss: 0.0063 || Loss_b: 0.0590 || Cost Time: 14:24:33 || Estimated Time: 2:33:31 2020-11-04 00:28:48,482 Segmentron INFO: Epoch: 340/400 || Iters: 116/156 || Lr: 0.001820 || Loss: 0.0082 || Loss_b: 0.0604 || Cost Time: 14:24:43 || Estimated Time: 2:33:21 2020-11-04 00:28:58,672 Segmentron INFO: Epoch: 340/400 || Iters: 126/156 || Lr: 0.001819 || Loss: 0.0059 || Loss_b: 0.0616 || Cost Time: 14:24:53 || Estimated Time: 2:33:12 2020-11-04 00:29:08,780 Segmentron INFO: Epoch: 340/400 || Iters: 136/156 || Lr: 0.001817 || Loss: 0.0085 || Loss_b: 0.0594 || Cost Time: 14:25:03 || Estimated Time: 2:33:02 2020-11-04 00:29:19,364 Segmentron INFO: Epoch: 340/400 || Iters: 146/156 || Lr: 0.001815 || Loss: 0.0068 || Loss_b: 0.0603 || Cost Time: 14:25:14 || Estimated Time: 2:32:52 2020-11-04 00:29:30,372 Segmentron INFO: Epoch: 340/400 || Iters: 0/156 || Lr: 0.001813 || Loss: 0.0074 || Loss_b: 0.0602 || Cost Time: 14:25:25 || Estimated Time: 2:32:43 2020-11-04 00:29:31,040 Segmentron INFO: Epoch 340 model saved in: workdir/a2-2-3-400e/340.pth 2020-11-04 00:29:39,039 Segmentron INFO: Epoch: 341/400 || Iters: 10/156 || Lr: 0.001812 || Loss: 0.0078 || Loss_b: 0.2771 || Cost Time: 14:25:33 || Estimated Time: 2:32:33 2020-11-04 00:29:48,763 Segmentron INFO: Epoch: 341/400 || Iters: 20/156 || Lr: 0.001810 || Loss: 0.0067 || Loss_b: 0.1809 || Cost Time: 14:25:43 || Estimated Time: 2:32:23 2020-11-04 00:29:58,619 Segmentron INFO: Epoch: 341/400 || Iters: 30/156 || Lr: 0.001808 || Loss: 0.0057 || Loss_b: 0.0827 || Cost Time: 14:25:53 || Estimated Time: 2:32:13 2020-11-04 00:30:07,545 Segmentron INFO: Epoch: 341/400 || Iters: 40/156 || Lr: 0.001806 || Loss: 0.0093 || Loss_b: 0.0689 || Cost Time: 14:26:02 || Estimated Time: 2:32:03 2020-11-04 00:30:17,064 Segmentron INFO: Epoch: 341/400 || Iters: 50/156 || Lr: 0.001805 || Loss: 0.0044 || Loss_b: 0.0640 || Cost Time: 14:26:11 || Estimated Time: 2:31:53 2020-11-04 00:30:28,232 Segmentron INFO: Epoch: 341/400 || Iters: 60/156 || Lr: 0.001803 || Loss: 0.0062 || Loss_b: 0.0590 || Cost Time: 14:26:23 || Estimated Time: 2:31:44 2020-11-04 00:30:38,099 Segmentron INFO: Epoch: 341/400 || Iters: 70/156 || Lr: 0.001801 || Loss: 0.0079 || Loss_b: 0.0610 || Cost Time: 14:26:32 || Estimated Time: 2:31:34 2020-11-04 00:30:48,189 Segmentron INFO: Epoch: 341/400 || Iters: 80/156 || Lr: 0.001799 || Loss: 0.0082 || Loss_b: 0.0594 || Cost Time: 14:26:43 || Estimated Time: 2:31:24 2020-11-04 00:30:57,074 Segmentron INFO: Epoch: 341/400 || Iters: 90/156 || Lr: 0.001798 || Loss: 0.0057 || Loss_b: 0.0574 || Cost Time: 14:26:51 || Estimated Time: 2:31:14 2020-11-04 00:31:06,334 Segmentron INFO: Epoch: 341/400 || Iters: 100/156 || Lr: 0.001796 || Loss: 0.0085 || Loss_b: 0.0604 || Cost Time: 14:27:01 || Estimated Time: 2:31:05 2020-11-04 00:31:15,418 Segmentron INFO: Epoch: 341/400 || Iters: 110/156 || Lr: 0.001794 || Loss: 0.0051 || Loss_b: 0.0557 || Cost Time: 14:27:10 || Estimated Time: 2:30:55 2020-11-04 00:31:25,738 Segmentron INFO: Epoch: 341/400 || Iters: 120/156 || Lr: 0.001792 || Loss: 0.0081 || Loss_b: 0.0610 || Cost Time: 14:27:20 || Estimated Time: 2:30:45 2020-11-04 00:31:35,238 Segmentron INFO: Epoch: 341/400 || Iters: 130/156 || Lr: 0.001791 || Loss: 0.0124 || Loss_b: 0.0712 || Cost Time: 14:27:30 || Estimated Time: 2:30:35 2020-11-04 00:31:45,288 Segmentron INFO: Epoch: 341/400 || Iters: 140/156 || Lr: 0.001789 || Loss: 0.0065 || Loss_b: 0.0594 || Cost Time: 14:27:40 || Estimated Time: 2:30:25 2020-11-04 00:31:55,276 Segmentron INFO: Epoch: 341/400 || Iters: 150/156 || Lr: 0.001787 || Loss: 0.0061 || Loss_b: 0.0582 || Cost Time: 14:27:50 || Estimated Time: 2:30:16 2020-11-04 00:32:02,992 Segmentron INFO: Epoch 341 model saved in: workdir/a2-2-3-400e/341.pth 2020-11-04 00:32:05,966 Segmentron INFO: Epoch: 342/400 || Iters: 4/156 || Lr: 0.001785 || Loss: 0.0080 || Loss_b: 0.1707 || Cost Time: 14:28:00 || Estimated Time: 2:30:06 2020-11-04 00:32:14,511 Segmentron INFO: Epoch: 342/400 || Iters: 14/156 || Lr: 0.001784 || Loss: 0.0066 || Loss_b: 0.0963 || Cost Time: 14:28:09 || Estimated Time: 2:29:56 2020-11-04 00:32:23,367 Segmentron INFO: Epoch: 342/400 || Iters: 24/156 || Lr: 0.001782 || Loss: 0.0065 || Loss_b: 0.0721 || Cost Time: 14:28:18 || Estimated Time: 2:29:46 2020-11-04 00:32:32,843 Segmentron INFO: Epoch: 342/400 || Iters: 34/156 || Lr: 0.001780 || Loss: 0.0047 || Loss_b: 0.0604 || Cost Time: 14:28:27 || Estimated Time: 2:29:36 2020-11-04 00:32:43,691 Segmentron INFO: Epoch: 342/400 || Iters: 44/156 || Lr: 0.001778 || Loss: 0.0099 || Loss_b: 0.0583 || Cost Time: 14:28:38 || Estimated Time: 2:29:27 2020-11-04 00:32:53,203 Segmentron INFO: Epoch: 342/400 || Iters: 54/156 || Lr: 0.001777 || Loss: 0.0052 || Loss_b: 0.0607 || Cost Time: 14:28:48 || Estimated Time: 2:29:17 2020-11-04 00:33:02,272 Segmentron INFO: Epoch: 342/400 || Iters: 64/156 || Lr: 0.001775 || Loss: 0.0067 || Loss_b: 0.0562 || Cost Time: 14:28:57 || Estimated Time: 2:29:07 2020-11-04 00:33:12,111 Segmentron INFO: Epoch: 342/400 || Iters: 74/156 || Lr: 0.001773 || Loss: 0.0063 || Loss_b: 0.0605 || Cost Time: 14:29:07 || Estimated Time: 2:28:57 2020-11-04 00:33:21,708 Segmentron INFO: Epoch: 342/400 || Iters: 84/156 || Lr: 0.001771 || Loss: 0.0073 || Loss_b: 0.0597 || Cost Time: 14:29:16 || Estimated Time: 2:28:47 2020-11-04 00:33:32,608 Segmentron INFO: Epoch: 342/400 || Iters: 94/156 || Lr: 0.001770 || Loss: 0.0096 || Loss_b: 0.0652 || Cost Time: 14:29:27 || Estimated Time: 2:28:38 2020-11-04 00:33:41,651 Segmentron INFO: Epoch: 342/400 || Iters: 104/156 || Lr: 0.001768 || Loss: 0.0078 || Loss_b: 0.0597 || Cost Time: 14:29:36 || Estimated Time: 2:28:28 2020-11-04 00:33:53,523 Segmentron INFO: Epoch: 342/400 || Iters: 114/156 || Lr: 0.001766 || Loss: 0.0086 || Loss_b: 0.0629 || Cost Time: 14:29:48 || Estimated Time: 2:28:18 2020-11-04 00:34:02,762 Segmentron INFO: Epoch: 342/400 || Iters: 124/156 || Lr: 0.001764 || Loss: 0.0061 || Loss_b: 0.5122 || Cost Time: 14:29:57 || Estimated Time: 2:28:08 2020-11-04 00:34:12,105 Segmentron INFO: Epoch: 342/400 || Iters: 134/156 || Lr: 0.001763 || Loss: 0.0063 || Loss_b: 0.3446 || Cost Time: 14:30:07 || Estimated Time: 2:27:59 2020-11-04 00:34:23,031 Segmentron INFO: Epoch: 342/400 || Iters: 144/156 || Lr: 0.001761 || Loss: 0.0109 || Loss_b: 0.1406 || Cost Time: 14:30:17 || Estimated Time: 2:27:49 2020-11-04 00:34:32,344 Segmentron INFO: Epoch: 342/400 || Iters: 154/156 || Lr: 0.001759 || Loss: 0.0054 || Loss_b: 0.0711 || Cost Time: 14:30:27 || Estimated Time: 2:27:39 2020-11-04 00:34:34,573 Segmentron INFO: Epoch 342 model saved in: workdir/a2-2-3-400e/342.pth 2020-11-04 00:34:41,768 Segmentron INFO: Epoch: 343/400 || Iters: 8/156 || Lr: 0.001757 || Loss: 0.0079 || Loss_b: 0.0662 || Cost Time: 14:30:36 || Estimated Time: 2:27:29 2020-11-04 00:34:50,181 Segmentron INFO: Epoch: 343/400 || Iters: 18/156 || Lr: 0.001756 || Loss: 0.0073 || Loss_b: 0.0599 || Cost Time: 14:30:45 || Estimated Time: 2:27:19 2020-11-04 00:35:01,212 Segmentron INFO: Epoch: 343/400 || Iters: 28/156 || Lr: 0.001754 || Loss: 0.0044 || Loss_b: 0.0571 || Cost Time: 14:30:56 || Estimated Time: 2:27:10 2020-11-04 00:35:11,343 Segmentron INFO: Epoch: 343/400 || Iters: 38/156 || Lr: 0.001752 || Loss: 0.0053 || Loss_b: 0.0592 || Cost Time: 14:31:06 || Estimated Time: 2:27:00 2020-11-04 00:35:19,780 Segmentron INFO: Epoch: 343/400 || Iters: 48/156 || Lr: 0.001750 || Loss: 0.0064 || Loss_b: 0.0593 || Cost Time: 14:31:14 || Estimated Time: 2:26:50 2020-11-04 00:35:28,853 Segmentron INFO: Epoch: 343/400 || Iters: 58/156 || Lr: 0.001749 || Loss: 0.0063 || Loss_b: 0.0594 || Cost Time: 14:31:23 || Estimated Time: 2:26:40 2020-11-04 00:35:38,072 Segmentron INFO: Epoch: 343/400 || Iters: 68/156 || Lr: 0.001747 || Loss: 0.0060 || Loss_b: 0.0586 || Cost Time: 14:31:32 || Estimated Time: 2:26:30 2020-11-04 00:35:50,790 Segmentron INFO: Epoch: 343/400 || Iters: 78/156 || Lr: 0.001745 || Loss: 0.0036 || Loss_b: 0.0536 || Cost Time: 14:31:45 || Estimated Time: 2:26:21 2020-11-04 00:36:00,498 Segmentron INFO: Epoch: 343/400 || Iters: 88/156 || Lr: 0.001743 || Loss: 0.0059 || Loss_b: 0.0612 || Cost Time: 14:31:55 || Estimated Time: 2:26:11 2020-11-04 00:36:09,353 Segmentron INFO: Epoch: 343/400 || Iters: 98/156 || Lr: 0.001742 || Loss: 0.0054 || Loss_b: 0.0565 || Cost Time: 14:32:04 || Estimated Time: 2:26:01 2020-11-04 00:36:18,438 Segmentron INFO: Epoch: 343/400 || Iters: 108/156 || Lr: 0.001740 || Loss: 0.0087 || Loss_b: 0.0663 || Cost Time: 14:32:13 || Estimated Time: 2:25:51 2020-11-04 00:36:28,041 Segmentron INFO: Epoch: 343/400 || Iters: 118/156 || Lr: 0.001738 || Loss: 0.0072 || Loss_b: 0.0577 || Cost Time: 14:32:22 || Estimated Time: 2:25:41 2020-11-04 00:36:37,628 Segmentron INFO: Epoch: 343/400 || Iters: 128/156 || Lr: 0.001736 || Loss: 0.0055 || Loss_b: 0.0560 || Cost Time: 14:32:32 || Estimated Time: 2:25:31 2020-11-04 00:36:48,180 Segmentron INFO: Epoch: 343/400 || Iters: 138/156 || Lr: 0.001735 || Loss: 0.0053 || Loss_b: 0.0620 || Cost Time: 14:32:43 || Estimated Time: 2:25:22 2020-11-04 00:36:58,790 Segmentron INFO: Epoch: 343/400 || Iters: 148/156 || Lr: 0.001733 || Loss: 0.0051 || Loss_b: 0.0537 || Cost Time: 14:32:53 || Estimated Time: 2:25:12 2020-11-04 00:37:06,601 Segmentron INFO: Epoch 343 model saved in: workdir/a2-2-3-400e/343.pth 2020-11-04 00:37:08,351 Segmentron INFO: Epoch: 344/400 || Iters: 2/156 || Lr: 0.001731 || Loss: 0.0046 || Loss_b: 0.0543 || Cost Time: 14:33:03 || Estimated Time: 2:25:02 2020-11-04 00:37:17,279 Segmentron INFO: Epoch: 344/400 || Iters: 12/156 || Lr: 0.001729 || Loss: 0.0073 || Loss_b: 0.0614 || Cost Time: 14:33:12 || Estimated Time: 2:24:52 2020-11-04 00:37:29,348 Segmentron INFO: Epoch: 344/400 || Iters: 22/156 || Lr: 0.001728 || Loss: 0.0058 || Loss_b: 0.0575 || Cost Time: 14:33:24 || Estimated Time: 2:24:43 2020-11-04 00:37:38,171 Segmentron INFO: Epoch: 344/400 || Iters: 32/156 || Lr: 0.001726 || Loss: 0.0054 || Loss_b: 0.0537 || Cost Time: 14:33:33 || Estimated Time: 2:24:33 2020-11-04 00:37:47,197 Segmentron INFO: Epoch: 344/400 || Iters: 42/156 || Lr: 0.001724 || Loss: 0.0077 || Loss_b: 0.0622 || Cost Time: 14:33:42 || Estimated Time: 2:24:23 2020-11-04 00:37:56,529 Segmentron INFO: Epoch: 344/400 || Iters: 52/156 || Lr: 0.001722 || Loss: 0.0072 || Loss_b: 0.0612 || Cost Time: 14:33:51 || Estimated Time: 2:24:13 2020-11-04 00:38:08,684 Segmentron INFO: Epoch: 344/400 || Iters: 62/156 || Lr: 0.001721 || Loss: 0.0066 || Loss_b: 0.0602 || Cost Time: 14:34:03 || Estimated Time: 2:24:04 2020-11-04 00:38:17,646 Segmentron INFO: Epoch: 344/400 || Iters: 72/156 || Lr: 0.001719 || Loss: 0.0055 || Loss_b: 0.0560 || Cost Time: 14:34:12 || Estimated Time: 2:23:54 2020-11-04 00:38:26,163 Segmentron INFO: Epoch: 344/400 || Iters: 82/156 || Lr: 0.001717 || Loss: 0.0094 || Loss_b: 0.0655 || Cost Time: 14:34:21 || Estimated Time: 2:23:44 2020-11-04 00:38:39,062 Segmentron INFO: Epoch: 344/400 || Iters: 92/156 || Lr: 0.001715 || Loss: 0.0056 || Loss_b: 0.0582 || Cost Time: 14:34:33 || Estimated Time: 2:23:35 2020-11-04 00:38:48,021 Segmentron INFO: Epoch: 344/400 || Iters: 102/156 || Lr: 0.001714 || Loss: 0.0062 || Loss_b: 0.0539 || Cost Time: 14:34:42 || Estimated Time: 2:23:25 2020-11-04 00:38:56,083 Segmentron INFO: Epoch: 344/400 || Iters: 112/156 || Lr: 0.001712 || Loss: 0.0074 || Loss_b: 0.0573 || Cost Time: 14:34:50 || Estimated Time: 2:23:15 2020-11-04 00:39:05,194 Segmentron INFO: Epoch: 344/400 || Iters: 122/156 || Lr: 0.001710 || Loss: 0.0053 || Loss_b: 0.0591 || Cost Time: 14:35:00 || Estimated Time: 2:23:05 2020-11-04 00:39:16,592 Segmentron INFO: Epoch: 344/400 || Iters: 132/156 || Lr: 0.001708 || Loss: 0.0076 || Loss_b: 0.0597 || Cost Time: 14:35:11 || Estimated Time: 2:22:55 2020-11-04 00:39:26,233 Segmentron INFO: Epoch: 344/400 || Iters: 142/156 || Lr: 0.001707 || Loss: 0.0069 || Loss_b: 0.0575 || Cost Time: 14:35:21 || Estimated Time: 2:22:45 2020-11-04 00:39:34,880 Segmentron INFO: Epoch: 344/400 || Iters: 152/156 || Lr: 0.001705 || Loss: 0.0118 || Loss_b: 0.0661 || Cost Time: 14:35:29 || Estimated Time: 2:22:35 2020-11-04 00:39:40,159 Segmentron INFO: Epoch 344 model saved in: workdir/a2-2-3-400e/344.pth 2020-11-04 00:39:45,151 Segmentron INFO: Epoch: 345/400 || Iters: 6/156 || Lr: 0.001703 || Loss: 0.0064 || Loss_b: 0.2354 || Cost Time: 14:35:40 || Estimated Time: 2:22:26 2020-11-04 00:39:55,301 Segmentron INFO: Epoch: 345/400 || Iters: 16/156 || Lr: 0.001701 || Loss: 0.0052 || Loss_b: 0.0830 || Cost Time: 14:35:50 || Estimated Time: 2:22:16 2020-11-04 00:40:05,991 Segmentron INFO: Epoch: 345/400 || Iters: 26/156 || Lr: 0.001700 || Loss: 0.0096 || Loss_b: 0.0724 || Cost Time: 14:36:00 || Estimated Time: 2:22:06 2020-11-04 00:40:14,898 Segmentron INFO: Epoch: 345/400 || Iters: 36/156 || Lr: 0.001698 || Loss: 0.0108 || Loss_b: 0.0645 || Cost Time: 14:36:09 || Estimated Time: 2:21:56 2020-11-04 00:40:23,635 Segmentron INFO: Epoch: 345/400 || Iters: 46/156 || Lr: 0.001696 || Loss: 0.0053 || Loss_b: 0.0589 || Cost Time: 14:36:18 || Estimated Time: 2:21:46 2020-11-04 00:40:33,607 Segmentron INFO: Epoch: 345/400 || Iters: 56/156 || Lr: 0.001694 || Loss: 0.0058 || Loss_b: 0.0596 || Cost Time: 14:36:28 || Estimated Time: 2:21:37 2020-11-04 00:40:43,727 Segmentron INFO: Epoch: 345/400 || Iters: 66/156 || Lr: 0.001693 || Loss: 0.0103 || Loss_b: 0.0699 || Cost Time: 14:36:38 || Estimated Time: 2:21:27 2020-11-04 00:40:52,536 Segmentron INFO: Epoch: 345/400 || Iters: 76/156 || Lr: 0.001691 || Loss: 0.0106 || Loss_b: 0.0700 || Cost Time: 14:36:47 || Estimated Time: 2:21:17 2020-11-04 00:41:01,654 Segmentron INFO: Epoch: 345/400 || Iters: 86/156 || Lr: 0.001689 || Loss: 0.0098 || Loss_b: 0.0657 || Cost Time: 14:36:56 || Estimated Time: 2:21:07 2020-11-04 00:41:11,682 Segmentron INFO: Epoch: 345/400 || Iters: 96/156 || Lr: 0.001687 || Loss: 0.0051 || Loss_b: 0.0557 || Cost Time: 14:37:06 || Estimated Time: 2:20:57 2020-11-04 00:41:21,445 Segmentron INFO: Epoch: 345/400 || Iters: 106/156 || Lr: 0.001686 || Loss: 0.0058 || Loss_b: 0.0577 || Cost Time: 14:37:16 || Estimated Time: 2:20:48 2020-11-04 00:41:31,911 Segmentron INFO: Epoch: 345/400 || Iters: 116/156 || Lr: 0.001684 || Loss: 0.0091 || Loss_b: 0.0616 || Cost Time: 14:37:26 || Estimated Time: 2:20:38 2020-11-04 00:41:44,760 Segmentron INFO: Epoch: 345/400 || Iters: 126/156 || Lr: 0.001682 || Loss: 0.0060 || Loss_b: 0.0567 || Cost Time: 14:37:39 || Estimated Time: 2:20:29 2020-11-04 00:41:53,027 Segmentron INFO: Epoch: 345/400 || Iters: 136/156 || Lr: 0.001680 || Loss: 0.0067 || Loss_b: 0.0585 || Cost Time: 14:37:47 || Estimated Time: 2:20:19 2020-11-04 00:42:02,496 Segmentron INFO: Epoch: 345/400 || Iters: 146/156 || Lr: 0.001679 || Loss: 0.0053 || Loss_b: 0.0913 || Cost Time: 14:37:57 || Estimated Time: 2:20:09 2020-11-04 00:42:11,298 Segmentron INFO: Epoch: 345/400 || Iters: 0/156 || Lr: 0.001677 || Loss: 0.0073 || Loss_b: 0.0736 || Cost Time: 14:38:06 || Estimated Time: 2:19:59 2020-11-04 00:42:12,125 Segmentron INFO: Epoch 345 model saved in: workdir/a2-2-3-400e/345.pth 2020-11-04 00:42:21,336 Segmentron INFO: Epoch: 346/400 || Iters: 10/156 || Lr: 0.001675 || Loss: 0.0075 || Loss_b: 0.0563 || Cost Time: 14:38:16 || Estimated Time: 2:19:49 2020-11-04 00:42:32,724 Segmentron INFO: Epoch: 346/400 || Iters: 20/156 || Lr: 0.001673 || Loss: 0.0063 || Loss_b: 0.0581 || Cost Time: 14:38:27 || Estimated Time: 2:19:39 2020-11-04 00:42:42,453 Segmentron INFO: Epoch: 346/400 || Iters: 30/156 || Lr: 0.001671 || Loss: 0.0055 || Loss_b: 0.0547 || Cost Time: 14:38:37 || Estimated Time: 2:19:30 2020-11-04 00:42:52,541 Segmentron INFO: Epoch: 346/400 || Iters: 40/156 || Lr: 0.001670 || Loss: 0.0055 || Loss_b: 0.0582 || Cost Time: 14:38:47 || Estimated Time: 2:19:20 2020-11-04 00:43:01,894 Segmentron INFO: Epoch: 346/400 || Iters: 50/156 || Lr: 0.001668 || Loss: 0.0075 || Loss_b: 0.0584 || Cost Time: 14:38:56 || Estimated Time: 2:19:10 2020-11-04 00:43:11,258 Segmentron INFO: Epoch: 346/400 || Iters: 60/156 || Lr: 0.001666 || Loss: 0.0036 || Loss_b: 0.0535 || Cost Time: 14:39:06 || Estimated Time: 2:19:00 2020-11-04 00:43:20,146 Segmentron INFO: Epoch: 346/400 || Iters: 70/156 || Lr: 0.001664 || Loss: 0.0103 || Loss_b: 0.0682 || Cost Time: 14:39:15 || Estimated Time: 2:18:50 2020-11-04 00:43:29,055 Segmentron INFO: Epoch: 346/400 || Iters: 80/156 || Lr: 0.001663 || Loss: 0.0067 || Loss_b: 0.0571 || Cost Time: 14:39:23 || Estimated Time: 2:18:40 2020-11-04 00:43:39,481 Segmentron INFO: Epoch: 346/400 || Iters: 90/156 || Lr: 0.001661 || Loss: 0.0062 || Loss_b: 0.0572 || Cost Time: 14:39:34 || Estimated Time: 2:18:31 2020-11-04 00:43:50,215 Segmentron INFO: Epoch: 346/400 || Iters: 100/156 || Lr: 0.001659 || Loss: 0.0045 || Loss_b: 0.0550 || Cost Time: 14:39:45 || Estimated Time: 2:18:21 2020-11-04 00:43:59,099 Segmentron INFO: Epoch: 346/400 || Iters: 110/156 || Lr: 0.001657 || Loss: 0.0098 || Loss_b: 0.0635 || Cost Time: 14:39:53 || Estimated Time: 2:18:11 2020-11-04 00:44:08,547 Segmentron INFO: Epoch: 346/400 || Iters: 120/156 || Lr: 0.001656 || Loss: 0.0055 || Loss_b: 0.0551 || Cost Time: 14:40:03 || Estimated Time: 2:18:01 2020-11-04 00:44:18,618 Segmentron INFO: Epoch: 346/400 || Iters: 130/156 || Lr: 0.001654 || Loss: 0.0060 || Loss_b: 0.0583 || Cost Time: 14:40:13 || Estimated Time: 2:17:51 2020-11-04 00:44:27,947 Segmentron INFO: Epoch: 346/400 || Iters: 140/156 || Lr: 0.001652 || Loss: 0.0067 || Loss_b: 0.0570 || Cost Time: 14:40:22 || Estimated Time: 2:17:42 2020-11-04 00:44:37,842 Segmentron INFO: Epoch: 346/400 || Iters: 150/156 || Lr: 0.001650 || Loss: 0.0075 || Loss_b: 0.0610 || Cost Time: 14:40:32 || Estimated Time: 2:17:32 2020-11-04 00:44:44,473 Segmentron INFO: Epoch 346 model saved in: workdir/a2-2-3-400e/346.pth 2020-11-04 00:44:47,866 Segmentron INFO: Epoch: 347/400 || Iters: 4/156 || Lr: 0.001649 || Loss: 0.0059 || Loss_b: 0.0572 || Cost Time: 14:40:42 || Estimated Time: 2:17:22 2020-11-04 00:44:58,189 Segmentron INFO: Epoch: 347/400 || Iters: 14/156 || Lr: 0.001647 || Loss: 0.0093 || Loss_b: 0.0621 || Cost Time: 14:40:53 || Estimated Time: 2:17:12 2020-11-04 00:45:08,565 Segmentron INFO: Epoch: 347/400 || Iters: 24/156 || Lr: 0.001645 || Loss: 0.0075 || Loss_b: 0.0604 || Cost Time: 14:41:03 || Estimated Time: 2:17:03 2020-11-04 00:45:18,022 Segmentron INFO: Epoch: 347/400 || Iters: 34/156 || Lr: 0.001643 || Loss: 0.0054 || Loss_b: 0.0602 || Cost Time: 14:41:12 || Estimated Time: 2:16:53 2020-11-04 00:45:29,761 Segmentron INFO: Epoch: 347/400 || Iters: 44/156 || Lr: 0.001642 || Loss: 0.0050 || Loss_b: 0.0586 || Cost Time: 14:41:24 || Estimated Time: 2:16:43 2020-11-04 00:45:38,437 Segmentron INFO: Epoch: 347/400 || Iters: 54/156 || Lr: 0.001640 || Loss: 0.0080 || Loss_b: 0.0663 || Cost Time: 14:41:33 || Estimated Time: 2:16:33 2020-11-04 00:45:47,165 Segmentron INFO: Epoch: 347/400 || Iters: 64/156 || Lr: 0.001638 || Loss: 0.0073 || Loss_b: 0.0677 || Cost Time: 14:41:42 || Estimated Time: 2:16:23 2020-11-04 00:45:56,278 Segmentron INFO: Epoch: 347/400 || Iters: 74/156 || Lr: 0.001636 || Loss: 0.0063 || Loss_b: 0.0585 || Cost Time: 14:41:51 || Estimated Time: 2:16:14 2020-11-04 00:46:05,925 Segmentron INFO: Epoch: 347/400 || Iters: 84/156 || Lr: 0.001634 || Loss: 0.0047 || Loss_b: 0.0572 || Cost Time: 14:42:00 || Estimated Time: 2:16:04 2020-11-04 00:46:15,229 Segmentron INFO: Epoch: 347/400 || Iters: 94/156 || Lr: 0.001633 || Loss: 0.0079 || Loss_b: 0.0610 || Cost Time: 14:42:10 || Estimated Time: 2:15:54 2020-11-04 00:46:25,667 Segmentron INFO: Epoch: 347/400 || Iters: 104/156 || Lr: 0.001631 || Loss: 0.0068 || Loss_b: 0.0598 || Cost Time: 14:42:20 || Estimated Time: 2:15:44 2020-11-04 00:46:35,375 Segmentron INFO: Epoch: 347/400 || Iters: 114/156 || Lr: 0.001629 || Loss: 0.0094 || Loss_b: 0.0624 || Cost Time: 14:42:30 || Estimated Time: 2:15:34 2020-11-04 00:46:46,075 Segmentron INFO: Epoch: 347/400 || Iters: 124/156 || Lr: 0.001627 || Loss: 0.0083 || Loss_b: 0.0614 || Cost Time: 14:42:40 || Estimated Time: 2:15:25 2020-11-04 00:46:55,541 Segmentron INFO: Epoch: 347/400 || Iters: 134/156 || Lr: 0.001626 || Loss: 0.0062 || Loss_b: 0.0583 || Cost Time: 14:42:50 || Estimated Time: 2:15:15 2020-11-04 00:47:05,428 Segmentron INFO: Epoch: 347/400 || Iters: 144/156 || Lr: 0.001624 || Loss: 0.0076 || Loss_b: 0.0631 || Cost Time: 14:43:00 || Estimated Time: 2:15:05 2020-11-04 00:47:16,370 Segmentron INFO: Epoch: 347/400 || Iters: 154/156 || Lr: 0.001622 || Loss: 0.0055 || Loss_b: 0.0571 || Cost Time: 14:43:11 || Estimated Time: 2:14:56 2020-11-04 00:47:19,485 Segmentron INFO: Epoch 347 model saved in: workdir/a2-2-3-400e/347.pth 2020-11-04 00:47:26,740 Segmentron INFO: Epoch: 348/400 || Iters: 8/156 || Lr: 0.001620 || Loss: 0.0066 || Loss_b: 0.0572 || Cost Time: 14:43:21 || Estimated Time: 2:14:46 2020-11-04 00:47:37,628 Segmentron INFO: Epoch: 348/400 || Iters: 18/156 || Lr: 0.001619 || Loss: 0.0079 || Loss_b: 0.0602 || Cost Time: 14:43:32 || Estimated Time: 2:14:36 2020-11-04 00:47:45,738 Segmentron INFO: Epoch: 348/400 || Iters: 28/156 || Lr: 0.001617 || Loss: 0.0058 || Loss_b: 0.0573 || Cost Time: 14:43:40 || Estimated Time: 2:14:26 2020-11-04 00:47:54,472 Segmentron INFO: Epoch: 348/400 || Iters: 38/156 || Lr: 0.001615 || Loss: 0.0077 || Loss_b: 0.0573 || Cost Time: 14:43:49 || Estimated Time: 2:14:16 2020-11-04 00:48:05,881 Segmentron INFO: Epoch: 348/400 || Iters: 48/156 || Lr: 0.001613 || Loss: 0.0056 || Loss_b: 0.0560 || Cost Time: 14:44:00 || Estimated Time: 2:14:07 2020-11-04 00:48:16,188 Segmentron INFO: Epoch: 348/400 || Iters: 58/156 || Lr: 0.001612 || Loss: 0.0058 || Loss_b: 0.0545 || Cost Time: 14:44:11 || Estimated Time: 2:13:57 2020-11-04 00:48:24,997 Segmentron INFO: Epoch: 348/400 || Iters: 68/156 || Lr: 0.001610 || Loss: 0.0063 || Loss_b: 0.0594 || Cost Time: 14:44:19 || Estimated Time: 2:13:47 2020-11-04 00:48:34,006 Segmentron INFO: Epoch: 348/400 || Iters: 78/156 || Lr: 0.001608 || Loss: 0.0063 || Loss_b: 0.4693 || Cost Time: 14:44:28 || Estimated Time: 2:13:37 2020-11-04 00:48:44,893 Segmentron INFO: Epoch: 348/400 || Iters: 88/156 || Lr: 0.001606 || Loss: 0.0058 || Loss_b: 0.2323 || Cost Time: 14:44:39 || Estimated Time: 2:13:27 2020-11-04 00:48:53,592 Segmentron INFO: Epoch: 348/400 || Iters: 98/156 || Lr: 0.001604 || Loss: 0.0080 || Loss_b: 0.0658 || Cost Time: 14:44:48 || Estimated Time: 2:13:18 2020-11-04 00:49:04,223 Segmentron INFO: Epoch: 348/400 || Iters: 108/156 || Lr: 0.001603 || Loss: 0.0077 || Loss_b: 0.0641 || Cost Time: 14:44:59 || Estimated Time: 2:13:08 2020-11-04 00:49:13,845 Segmentron INFO: Epoch: 348/400 || Iters: 118/156 || Lr: 0.001601 || Loss: 0.0050 || Loss_b: 0.0567 || Cost Time: 14:45:08 || Estimated Time: 2:12:58 2020-11-04 00:49:24,411 Segmentron INFO: Epoch: 348/400 || Iters: 128/156 || Lr: 0.001599 || Loss: 0.0081 || Loss_b: 0.0588 || Cost Time: 14:45:19 || Estimated Time: 2:12:48 2020-11-04 00:49:34,343 Segmentron INFO: Epoch: 348/400 || Iters: 138/156 || Lr: 0.001597 || Loss: 0.0056 || Loss_b: 0.0563 || Cost Time: 14:45:29 || Estimated Time: 2:12:39 2020-11-04 00:49:43,468 Segmentron INFO: Epoch: 348/400 || Iters: 148/156 || Lr: 0.001596 || Loss: 0.0075 || Loss_b: 0.0585 || Cost Time: 14:45:38 || Estimated Time: 2:12:29 2020-11-04 00:49:51,404 Segmentron INFO: Epoch 348 model saved in: workdir/a2-2-3-400e/348.pth 2020-11-04 00:49:53,144 Segmentron INFO: Epoch: 349/400 || Iters: 2/156 || Lr: 0.001594 || Loss: 0.0061 || Loss_b: 0.0569 || Cost Time: 14:45:48 || Estimated Time: 2:12:19 2020-11-04 00:50:04,297 Segmentron INFO: Epoch: 349/400 || Iters: 12/156 || Lr: 0.001592 || Loss: 0.0098 || Loss_b: 0.0600 || Cost Time: 14:45:59 || Estimated Time: 2:12:09 2020-11-04 00:50:12,924 Segmentron INFO: Epoch: 349/400 || Iters: 22/156 || Lr: 0.001590 || Loss: 0.0062 || Loss_b: 0.0572 || Cost Time: 14:46:07 || Estimated Time: 2:11:59 2020-11-04 00:50:22,369 Segmentron INFO: Epoch: 349/400 || Iters: 32/156 || Lr: 0.001589 || Loss: 0.0073 || Loss_b: 0.0622 || Cost Time: 14:46:17 || Estimated Time: 2:11:50 2020-11-04 00:50:31,959 Segmentron INFO: Epoch: 349/400 || Iters: 42/156 || Lr: 0.001587 || Loss: 0.0044 || Loss_b: 0.0538 || Cost Time: 14:46:26 || Estimated Time: 2:11:40 2020-11-04 00:50:41,220 Segmentron INFO: Epoch: 349/400 || Iters: 52/156 || Lr: 0.001585 || Loss: 0.0064 || Loss_b: 0.0579 || Cost Time: 14:46:36 || Estimated Time: 2:11:30 2020-11-04 00:50:51,701 Segmentron INFO: Epoch: 349/400 || Iters: 62/156 || Lr: 0.001583 || Loss: 0.0108 || Loss_b: 0.0624 || Cost Time: 14:46:46 || Estimated Time: 2:11:20 2020-11-04 00:51:01,837 Segmentron INFO: Epoch: 349/400 || Iters: 72/156 || Lr: 0.001581 || Loss: 0.0071 || Loss_b: 0.0633 || Cost Time: 14:46:56 || Estimated Time: 2:11:10 2020-11-04 00:51:10,731 Segmentron INFO: Epoch: 349/400 || Iters: 82/156 || Lr: 0.001580 || Loss: 0.0071 || Loss_b: 0.0603 || Cost Time: 14:47:05 || Estimated Time: 2:11:00 2020-11-04 00:51:20,475 Segmentron INFO: Epoch: 349/400 || Iters: 92/156 || Lr: 0.001578 || Loss: 0.0067 || Loss_b: 0.0620 || Cost Time: 14:47:15 || Estimated Time: 2:10:51 2020-11-04 00:51:32,520 Segmentron INFO: Epoch: 349/400 || Iters: 102/156 || Lr: 0.001576 || Loss: 0.0071 || Loss_b: 0.0590 || Cost Time: 14:47:27 || Estimated Time: 2:10:41 2020-11-04 00:51:42,202 Segmentron INFO: Epoch: 349/400 || Iters: 112/156 || Lr: 0.001574 || Loss: 0.0053 || Loss_b: 0.0587 || Cost Time: 14:47:37 || Estimated Time: 2:10:31 2020-11-04 00:51:51,377 Segmentron INFO: Epoch: 349/400 || Iters: 122/156 || Lr: 0.001573 || Loss: 0.0074 || Loss_b: 0.0601 || Cost Time: 14:47:46 || Estimated Time: 2:10:22 2020-11-04 00:51:59,957 Segmentron INFO: Epoch: 349/400 || Iters: 132/156 || Lr: 0.001571 || Loss: 0.0053 || Loss_b: 0.0599 || Cost Time: 14:47:54 || Estimated Time: 2:10:12 2020-11-04 00:52:11,564 Segmentron INFO: Epoch: 349/400 || Iters: 142/156 || Lr: 0.001569 || Loss: 0.0070 || Loss_b: 0.0556 || Cost Time: 14:48:06 || Estimated Time: 2:10:02 2020-11-04 00:52:20,687 Segmentron INFO: Epoch: 349/400 || Iters: 152/156 || Lr: 0.001567 || Loss: 0.0052 || Loss_b: 0.0581 || Cost Time: 14:48:15 || Estimated Time: 2:09:52 2020-11-04 00:52:24,898 Segmentron INFO: Epoch 349 model saved in: workdir/a2-2-3-400e/349.pth 2020-11-04 00:52:30,146 Segmentron INFO: Epoch: 350/400 || Iters: 6/156 || Lr: 0.001566 || Loss: 0.0058 || Loss_b: 0.1458 || Cost Time: 14:48:25 || Estimated Time: 2:09:42 2020-11-04 00:52:38,719 Segmentron INFO: Epoch: 350/400 || Iters: 16/156 || Lr: 0.001564 || Loss: 0.0046 || Loss_b: 0.0906 || Cost Time: 14:48:33 || Estimated Time: 2:09:32 2020-11-04 00:52:47,868 Segmentron INFO: Epoch: 350/400 || Iters: 26/156 || Lr: 0.001562 || Loss: 0.0067 || Loss_b: 0.0650 || Cost Time: 14:48:42 || Estimated Time: 2:09:22 2020-11-04 00:52:59,052 Segmentron INFO: Epoch: 350/400 || Iters: 36/156 || Lr: 0.001560 || Loss: 0.0062 || Loss_b: 0.0621 || Cost Time: 14:48:53 || Estimated Time: 2:09:13 2020-11-04 00:53:08,797 Segmentron INFO: Epoch: 350/400 || Iters: 46/156 || Lr: 0.001558 || Loss: 0.0069 || Loss_b: 0.0573 || Cost Time: 14:49:03 || Estimated Time: 2:09:03 2020-11-04 00:53:19,257 Segmentron INFO: Epoch: 350/400 || Iters: 56/156 || Lr: 0.001557 || Loss: 0.0053 || Loss_b: 0.0552 || Cost Time: 14:49:14 || Estimated Time: 2:08:53 2020-11-04 00:53:28,203 Segmentron INFO: Epoch: 350/400 || Iters: 66/156 || Lr: 0.001555 || Loss: 0.0093 || Loss_b: 0.0638 || Cost Time: 14:49:23 || Estimated Time: 2:08:43 2020-11-04 00:53:38,117 Segmentron INFO: Epoch: 350/400 || Iters: 76/156 || Lr: 0.001553 || Loss: 0.0037 || Loss_b: 0.0549 || Cost Time: 14:49:33 || Estimated Time: 2:08:34 2020-11-04 00:53:48,438 Segmentron INFO: Epoch: 350/400 || Iters: 86/156 || Lr: 0.001551 || Loss: 0.0061 || Loss_b: 0.3343 || Cost Time: 14:49:43 || Estimated Time: 2:08:24 2020-11-04 00:53:58,453 Segmentron INFO: Epoch: 350/400 || Iters: 96/156 || Lr: 0.001550 || Loss: 0.0060 || Loss_b: 0.1428 || Cost Time: 14:49:53 || Estimated Time: 2:08:14 2020-11-04 00:54:07,152 Segmentron INFO: Epoch: 350/400 || Iters: 106/156 || Lr: 0.001548 || Loss: 0.0102 || Loss_b: 0.0727 || Cost Time: 14:50:02 || Estimated Time: 2:08:04 2020-11-04 00:54:16,341 Segmentron INFO: Epoch: 350/400 || Iters: 116/156 || Lr: 0.001546 || Loss: 0.0065 || Loss_b: 0.0601 || Cost Time: 14:50:11 || Estimated Time: 2:07:54 2020-11-04 00:54:26,544 Segmentron INFO: Epoch: 350/400 || Iters: 126/156 || Lr: 0.001544 || Loss: 0.0059 || Loss_b: 0.0575 || Cost Time: 14:50:21 || Estimated Time: 2:07:45 2020-11-04 00:54:36,106 Segmentron INFO: Epoch: 350/400 || Iters: 136/156 || Lr: 0.001542 || Loss: 0.0054 || Loss_b: 0.0575 || Cost Time: 14:50:31 || Estimated Time: 2:07:35 2020-11-04 00:54:48,092 Segmentron INFO: Epoch: 350/400 || Iters: 146/156 || Lr: 0.001541 || Loss: 0.0045 || Loss_b: 0.0568 || Cost Time: 14:50:42 || Estimated Time: 2:07:25 2020-11-04 00:54:57,982 Segmentron INFO: Epoch: 350/400 || Iters: 0/156 || Lr: 0.001539 || Loss: 0.0071 || Loss_b: 0.0583 || Cost Time: 14:50:52 || Estimated Time: 2:07:16 2020-11-04 00:54:58,680 Segmentron INFO: Epoch 350 model saved in: workdir/a2-2-3-400e/350.pth 2020-11-04 00:55:06,509 Segmentron INFO: Epoch: 351/400 || Iters: 10/156 || Lr: 0.001537 || Loss: 0.0058 || Loss_b: 0.0572 || Cost Time: 14:51:01 || Estimated Time: 2:07:06 2020-11-04 00:55:15,693 Segmentron INFO: Epoch: 351/400 || Iters: 20/156 || Lr: 0.001535 || Loss: 0.0055 || Loss_b: 0.0553 || Cost Time: 14:51:10 || Estimated Time: 2:06:56 2020-11-04 00:55:27,379 Segmentron INFO: Epoch: 351/400 || Iters: 30/156 || Lr: 0.001534 || Loss: 0.0051 || Loss_b: 0.0551 || Cost Time: 14:51:22 || Estimated Time: 2:06:46 2020-11-04 00:55:35,964 Segmentron INFO: Epoch: 351/400 || Iters: 40/156 || Lr: 0.001532 || Loss: 0.0050 || Loss_b: 0.0550 || Cost Time: 14:51:30 || Estimated Time: 2:06:36 2020-11-04 00:55:44,908 Segmentron INFO: Epoch: 351/400 || Iters: 50/156 || Lr: 0.001530 || Loss: 0.0063 || Loss_b: 0.0570 || Cost Time: 14:51:39 || Estimated Time: 2:06:26 2020-11-04 00:55:54,070 Segmentron INFO: Epoch: 351/400 || Iters: 60/156 || Lr: 0.001528 || Loss: 0.0064 || Loss_b: 0.0588 || Cost Time: 14:51:48 || Estimated Time: 2:06:17 2020-11-04 00:56:04,478 Segmentron INFO: Epoch: 351/400 || Iters: 70/156 || Lr: 0.001526 || Loss: 0.0045 || Loss_b: 0.0569 || Cost Time: 14:51:59 || Estimated Time: 2:06:07 2020-11-04 00:56:15,114 Segmentron INFO: Epoch: 351/400 || Iters: 80/156 || Lr: 0.001525 || Loss: 0.0056 || Loss_b: 0.0572 || Cost Time: 14:52:10 || Estimated Time: 2:05:57 2020-11-04 00:56:25,581 Segmentron INFO: Epoch: 351/400 || Iters: 90/156 || Lr: 0.001523 || Loss: 0.0088 || Loss_b: 0.0588 || Cost Time: 14:52:20 || Estimated Time: 2:05:47 2020-11-04 00:56:34,766 Segmentron INFO: Epoch: 351/400 || Iters: 100/156 || Lr: 0.001521 || Loss: 0.0062 || Loss_b: 0.0613 || Cost Time: 14:52:29 || Estimated Time: 2:05:38 2020-11-04 00:56:43,563 Segmentron INFO: Epoch: 351/400 || Iters: 110/156 || Lr: 0.001519 || Loss: 0.0086 || Loss_b: 0.0606 || Cost Time: 14:52:38 || Estimated Time: 2:05:28 2020-11-04 00:56:52,761 Segmentron INFO: Epoch: 351/400 || Iters: 120/156 || Lr: 0.001518 || Loss: 0.0066 || Loss_b: 0.0567 || Cost Time: 14:52:47 || Estimated Time: 2:05:18 2020-11-04 00:57:02,500 Segmentron INFO: Epoch: 351/400 || Iters: 130/156 || Lr: 0.001516 || Loss: 0.0063 || Loss_b: 0.0581 || Cost Time: 14:52:57 || Estimated Time: 2:05:08 2020-11-04 00:57:12,746 Segmentron INFO: Epoch: 351/400 || Iters: 140/156 || Lr: 0.001514 || Loss: 0.0084 || Loss_b: 0.2431 || Cost Time: 14:53:07 || Estimated Time: 2:04:58 2020-11-04 00:57:22,338 Segmentron INFO: Epoch: 351/400 || Iters: 150/156 || Lr: 0.001512 || Loss: 0.0074 || Loss_b: 0.0677 || Cost Time: 14:53:17 || Estimated Time: 2:04:48 2020-11-04 00:57:28,271 Segmentron INFO: Epoch 351 model saved in: workdir/a2-2-3-400e/351.pth 2020-11-04 00:57:32,026 Segmentron INFO: Epoch: 352/400 || Iters: 4/156 || Lr: 0.001510 || Loss: 0.0055 || Loss_b: 0.0624 || Cost Time: 14:53:26 || Estimated Time: 2:04:39 2020-11-04 00:57:42,259 Segmentron INFO: Epoch: 352/400 || Iters: 14/156 || Lr: 0.001509 || Loss: 0.0070 || Loss_b: 0.0582 || Cost Time: 14:53:37 || Estimated Time: 2:04:29 2020-11-04 00:57:51,116 Segmentron INFO: Epoch: 352/400 || Iters: 24/156 || Lr: 0.001507 || Loss: 0.0068 || Loss_b: 0.0573 || Cost Time: 14:53:46 || Estimated Time: 2:04:19 2020-11-04 00:58:01,632 Segmentron INFO: Epoch: 352/400 || Iters: 34/156 || Lr: 0.001505 || Loss: 0.0091 || Loss_b: 0.0613 || Cost Time: 14:53:56 || Estimated Time: 2:04:09 2020-11-04 00:58:12,264 Segmentron INFO: Epoch: 352/400 || Iters: 44/156 || Lr: 0.001503 || Loss: 0.0050 || Loss_b: 0.0578 || Cost Time: 14:54:07 || Estimated Time: 2:04:00 2020-11-04 00:58:20,710 Segmentron INFO: Epoch: 352/400 || Iters: 54/156 || Lr: 0.001502 || Loss: 0.0054 || Loss_b: 0.0568 || Cost Time: 14:54:15 || Estimated Time: 2:03:50 2020-11-04 00:58:32,324 Segmentron INFO: Epoch: 352/400 || Iters: 64/156 || Lr: 0.001500 || Loss: 0.0078 || Loss_b: 0.0606 || Cost Time: 14:54:27 || Estimated Time: 2:03:40 2020-11-04 00:58:42,805 Segmentron INFO: Epoch: 352/400 || Iters: 74/156 || Lr: 0.001498 || Loss: 0.0055 || Loss_b: 0.0554 || Cost Time: 14:54:37 || Estimated Time: 2:03:30 2020-11-04 00:58:51,197 Segmentron INFO: Epoch: 352/400 || Iters: 84/156 || Lr: 0.001496 || Loss: 0.0087 || Loss_b: 0.0615 || Cost Time: 14:54:46 || Estimated Time: 2:03:20 2020-11-04 00:59:00,390 Segmentron INFO: Epoch: 352/400 || Iters: 94/156 || Lr: 0.001494 || Loss: 0.0074 || Loss_b: 0.0602 || Cost Time: 14:54:55 || Estimated Time: 2:03:11 2020-11-04 00:59:10,152 Segmentron INFO: Epoch: 352/400 || Iters: 104/156 || Lr: 0.001493 || Loss: 0.0051 || Loss_b: 0.0772 || Cost Time: 14:55:05 || Estimated Time: 2:03:01 2020-11-04 00:59:19,089 Segmentron INFO: Epoch: 352/400 || Iters: 114/156 || Lr: 0.001491 || Loss: 0.0133 || Loss_b: 0.0750 || Cost Time: 14:55:13 || Estimated Time: 2:02:51 2020-11-04 00:59:29,023 Segmentron INFO: Epoch: 352/400 || Iters: 124/156 || Lr: 0.001489 || Loss: 0.0063 || Loss_b: 0.0585 || Cost Time: 14:55:23 || Estimated Time: 2:02:41 2020-11-04 00:59:39,972 Segmentron INFO: Epoch: 352/400 || Iters: 134/156 || Lr: 0.001487 || Loss: 0.0113 || Loss_b: 0.0635 || Cost Time: 14:55:34 || Estimated Time: 2:02:31 2020-11-04 00:59:48,989 Segmentron INFO: Epoch: 352/400 || Iters: 144/156 || Lr: 0.001486 || Loss: 0.0064 || Loss_b: 0.0580 || Cost Time: 14:55:43 || Estimated Time: 2:02:22 2020-11-04 00:59:58,782 Segmentron INFO: Epoch: 352/400 || Iters: 154/156 || Lr: 0.001484 || Loss: 0.0065 || Loss_b: 0.0569 || Cost Time: 14:55:53 || Estimated Time: 2:02:12 2020-11-04 01:00:01,494 Segmentron INFO: Epoch 352 model saved in: workdir/a2-2-3-400e/352.pth 2020-11-04 01:00:08,292 Segmentron INFO: Epoch: 353/400 || Iters: 8/156 || Lr: 0.001482 || Loss: 0.0051 || Loss_b: 0.0586 || Cost Time: 14:56:03 || Estimated Time: 2:02:02 2020-11-04 01:00:18,546 Segmentron INFO: Epoch: 353/400 || Iters: 18/156 || Lr: 0.001480 || Loss: 0.0051 || Loss_b: 0.0552 || Cost Time: 14:56:13 || Estimated Time: 2:01:52 2020-11-04 01:00:28,410 Segmentron INFO: Epoch: 353/400 || Iters: 28/156 || Lr: 0.001478 || Loss: 0.0086 || Loss_b: 0.0597 || Cost Time: 14:56:23 || Estimated Time: 2:01:42 2020-11-04 01:00:38,226 Segmentron INFO: Epoch: 353/400 || Iters: 38/156 || Lr: 0.001477 || Loss: 0.0082 || Loss_b: 0.0628 || Cost Time: 14:56:33 || Estimated Time: 2:01:33 2020-11-04 01:00:46,832 Segmentron INFO: Epoch: 353/400 || Iters: 48/156 || Lr: 0.001475 || Loss: 0.0088 || Loss_b: 0.0649 || Cost Time: 14:56:41 || Estimated Time: 2:01:23 2020-11-04 01:00:55,886 Segmentron INFO: Epoch: 353/400 || Iters: 58/156 || Lr: 0.001473 || Loss: 0.0068 || Loss_b: 0.0589 || Cost Time: 14:56:50 || Estimated Time: 2:01:13 2020-11-04 01:01:06,200 Segmentron INFO: Epoch: 353/400 || Iters: 68/156 || Lr: 0.001471 || Loss: 0.0079 || Loss_b: 0.0651 || Cost Time: 14:57:01 || Estimated Time: 2:01:03 2020-11-04 01:01:17,352 Segmentron INFO: Epoch: 353/400 || Iters: 78/156 || Lr: 0.001470 || Loss: 0.0061 || Loss_b: 0.0584 || Cost Time: 14:57:12 || Estimated Time: 2:00:53 2020-11-04 01:01:26,042 Segmentron INFO: Epoch: 353/400 || Iters: 88/156 || Lr: 0.001468 || Loss: 0.0056 || Loss_b: 0.4365 || Cost Time: 14:57:20 || Estimated Time: 2:00:44 2020-11-04 01:01:34,564 Segmentron INFO: Epoch: 353/400 || Iters: 98/156 || Lr: 0.001466 || Loss: 0.0059 || Loss_b: 0.1915 || Cost Time: 14:57:29 || Estimated Time: 2:00:34 2020-11-04 01:01:45,418 Segmentron INFO: Epoch: 353/400 || Iters: 108/156 || Lr: 0.001464 || Loss: 0.0089 || Loss_b: 0.1246 || Cost Time: 14:57:40 || Estimated Time: 2:00:24 2020-11-04 01:01:55,518 Segmentron INFO: Epoch: 353/400 || Iters: 118/156 || Lr: 0.001462 || Loss: 0.0098 || Loss_b: 0.0839 || Cost Time: 14:57:50 || Estimated Time: 2:00:14 2020-11-04 01:02:05,510 Segmentron INFO: Epoch: 353/400 || Iters: 128/156 || Lr: 0.001461 || Loss: 0.0064 || Loss_b: 0.0638 || Cost Time: 14:58:00 || Estimated Time: 2:00:04 2020-11-04 01:02:16,454 Segmentron INFO: Epoch: 353/400 || Iters: 138/156 || Lr: 0.001459 || Loss: 0.0092 || Loss_b: 0.0625 || Cost Time: 14:58:11 || Estimated Time: 1:59:55 2020-11-04 01:02:27,019 Segmentron INFO: Epoch: 353/400 || Iters: 148/156 || Lr: 0.001457 || Loss: 0.0084 || Loss_b: 0.0621 || Cost Time: 14:58:21 || Estimated Time: 1:59:45 2020-11-04 01:02:36,739 Segmentron INFO: Epoch 353 model saved in: workdir/a2-2-3-400e/353.pth 2020-11-04 01:02:38,138 Segmentron INFO: Epoch: 354/400 || Iters: 2/156 || Lr: 0.001455 || Loss: 0.0095 || Loss_b: 0.0605 || Cost Time: 14:58:33 || Estimated Time: 1:59:36 2020-11-04 01:02:46,717 Segmentron INFO: Epoch: 354/400 || Iters: 12/156 || Lr: 0.001453 || Loss: 0.0063 || Loss_b: 0.0561 || Cost Time: 14:58:41 || Estimated Time: 1:59:26 2020-11-04 01:02:56,435 Segmentron INFO: Epoch: 354/400 || Iters: 22/156 || Lr: 0.001452 || Loss: 0.0083 || Loss_b: 0.0582 || Cost Time: 14:58:51 || Estimated Time: 1:59:16 2020-11-04 01:03:06,868 Segmentron INFO: Epoch: 354/400 || Iters: 32/156 || Lr: 0.001450 || Loss: 0.0184 || Loss_b: 0.0791 || Cost Time: 14:59:01 || Estimated Time: 1:59:06 2020-11-04 01:03:15,634 Segmentron INFO: Epoch: 354/400 || Iters: 42/156 || Lr: 0.001448 || Loss: 0.0073 || Loss_b: 0.0579 || Cost Time: 14:59:10 || Estimated Time: 1:58:56 2020-11-04 01:03:26,358 Segmentron INFO: Epoch: 354/400 || Iters: 52/156 || Lr: 0.001446 || Loss: 0.0165 || Loss_b: 0.0628 || Cost Time: 14:59:21 || Estimated Time: 1:58:46 2020-11-04 01:03:34,989 Segmentron INFO: Epoch: 354/400 || Iters: 62/156 || Lr: 0.001444 || Loss: 0.0075 || Loss_b: 0.0574 || Cost Time: 14:59:29 || Estimated Time: 1:58:37 2020-11-04 01:03:44,805 Segmentron INFO: Epoch: 354/400 || Iters: 72/156 || Lr: 0.001443 || Loss: 0.0068 || Loss_b: 0.0589 || Cost Time: 14:59:39 || Estimated Time: 1:58:27 2020-11-04 01:03:55,147 Segmentron INFO: Epoch: 354/400 || Iters: 82/156 || Lr: 0.001441 || Loss: 0.0041 || Loss_b: 0.0564 || Cost Time: 14:59:50 || Estimated Time: 1:58:17 2020-11-04 01:04:05,149 Segmentron INFO: Epoch: 354/400 || Iters: 92/156 || Lr: 0.001439 || Loss: 0.0082 || Loss_b: 0.0619 || Cost Time: 15:00:00 || Estimated Time: 1:58:07 2020-11-04 01:04:14,103 Segmentron INFO: Epoch: 354/400 || Iters: 102/156 || Lr: 0.001437 || Loss: 0.0053 || Loss_b: 0.0557 || Cost Time: 15:00:08 || Estimated Time: 1:57:57 2020-11-04 01:04:23,038 Segmentron INFO: Epoch: 354/400 || Iters: 112/156 || Lr: 0.001436 || Loss: 0.0070 || Loss_b: 0.0571 || Cost Time: 15:00:17 || Estimated Time: 1:57:47 2020-11-04 01:04:33,901 Segmentron INFO: Epoch: 354/400 || Iters: 122/156 || Lr: 0.001434 || Loss: 0.0051 || Loss_b: 0.3099 || Cost Time: 15:00:28 || Estimated Time: 1:57:38 2020-11-04 01:04:42,305 Segmentron INFO: Epoch: 354/400 || Iters: 132/156 || Lr: 0.001432 || Loss: 0.0075 || Loss_b: 0.1821 || Cost Time: 15:00:37 || Estimated Time: 1:57:28 2020-11-04 01:04:52,826 Segmentron INFO: Epoch: 354/400 || Iters: 142/156 || Lr: 0.001430 || Loss: 0.0056 || Loss_b: 0.1175 || Cost Time: 15:00:47 || Estimated Time: 1:57:18 2020-11-04 01:05:03,078 Segmentron INFO: Epoch: 354/400 || Iters: 152/156 || Lr: 0.001428 || Loss: 0.0068 || Loss_b: 0.0760 || Cost Time: 15:00:57 || Estimated Time: 1:57:08 2020-11-04 01:05:08,213 Segmentron INFO: Epoch 354 model saved in: workdir/a2-2-3-400e/354.pth 2020-11-04 01:05:13,215 Segmentron INFO: Epoch: 355/400 || Iters: 6/156 || Lr: 0.001427 || Loss: 0.0066 || Loss_b: 0.0646 || Cost Time: 15:01:08 || Estimated Time: 1:56:59 2020-11-04 01:05:23,720 Segmentron INFO: Epoch: 355/400 || Iters: 16/156 || Lr: 0.001425 || Loss: 0.0062 || Loss_b: 0.0589 || Cost Time: 15:01:18 || Estimated Time: 1:56:49 2020-11-04 01:05:33,028 Segmentron INFO: Epoch: 355/400 || Iters: 26/156 || Lr: 0.001423 || Loss: 0.0045 || Loss_b: 0.0538 || Cost Time: 15:01:27 || Estimated Time: 1:56:39 2020-11-04 01:05:42,039 Segmentron INFO: Epoch: 355/400 || Iters: 36/156 || Lr: 0.001421 || Loss: 0.0057 || Loss_b: 0.0560 || Cost Time: 15:01:36 || Estimated Time: 1:56:29 2020-11-04 01:05:53,556 Segmentron INFO: Epoch: 355/400 || Iters: 46/156 || Lr: 0.001419 || Loss: 0.0051 || Loss_b: 0.0570 || Cost Time: 15:01:48 || Estimated Time: 1:56:20 2020-11-04 01:06:09,034 Segmentron INFO: Epoch: 355/400 || Iters: 56/156 || Lr: 0.001418 || Loss: 0.0086 || Loss_b: 0.0602 || Cost Time: 15:02:03 || Estimated Time: 1:56:11 2020-11-04 01:06:15,969 Segmentron INFO: Epoch: 355/400 || Iters: 66/156 || Lr: 0.001416 || Loss: 0.0091 || Loss_b: 0.0619 || Cost Time: 15:02:10 || Estimated Time: 1:56:00 2020-11-04 01:06:25,137 Segmentron INFO: Epoch: 355/400 || Iters: 76/156 || Lr: 0.001414 || Loss: 0.0081 || Loss_b: 0.0600 || Cost Time: 15:02:20 || Estimated Time: 1:55:51 2020-11-04 01:06:33,913 Segmentron INFO: Epoch: 355/400 || Iters: 86/156 || Lr: 0.001412 || Loss: 0.0065 || Loss_b: 0.0564 || Cost Time: 15:02:28 || Estimated Time: 1:55:41 2020-11-04 01:06:44,372 Segmentron INFO: Epoch: 355/400 || Iters: 96/156 || Lr: 0.001410 || Loss: 0.0052 || Loss_b: 0.0569 || Cost Time: 15:02:39 || Estimated Time: 1:55:31 2020-11-04 01:06:55,850 Segmentron INFO: Epoch: 355/400 || Iters: 106/156 || Lr: 0.001409 || Loss: 0.0115 || Loss_b: 0.1654 || Cost Time: 15:02:50 || Estimated Time: 1:55:21 2020-11-04 01:07:06,172 Segmentron INFO: Epoch: 355/400 || Iters: 116/156 || Lr: 0.001407 || Loss: 0.0049 || Loss_b: 0.0617 || Cost Time: 15:03:01 || Estimated Time: 1:55:12 2020-11-04 01:07:14,619 Segmentron INFO: Epoch: 355/400 || Iters: 126/156 || Lr: 0.001405 || Loss: 0.0053 || Loss_b: 0.0628 || Cost Time: 15:03:09 || Estimated Time: 1:55:02 2020-11-04 01:07:23,660 Segmentron INFO: Epoch: 355/400 || Iters: 136/156 || Lr: 0.001403 || Loss: 0.0072 || Loss_b: 0.0646 || Cost Time: 15:03:18 || Estimated Time: 1:54:52 2020-11-04 01:07:32,639 Segmentron INFO: Epoch: 355/400 || Iters: 146/156 || Lr: 0.001402 || Loss: 0.0057 || Loss_b: 0.0562 || Cost Time: 15:03:27 || Estimated Time: 1:54:42 2020-11-04 01:07:44,248 Segmentron INFO: Epoch: 355/400 || Iters: 0/156 || Lr: 0.001400 || Loss: 0.0071 || Loss_b: 0.0576 || Cost Time: 15:03:39 || Estimated Time: 1:54:32 2020-11-04 01:07:44,771 Segmentron INFO: Epoch 355 model saved in: workdir/a2-2-3-400e/355.pth 2020-11-04 01:07:54,513 Segmentron INFO: Epoch: 356/400 || Iters: 10/156 || Lr: 0.001398 || Loss: 0.0076 || Loss_b: 0.0643 || Cost Time: 15:03:49 || Estimated Time: 1:54:23 2020-11-04 01:08:03,119 Segmentron INFO: Epoch: 356/400 || Iters: 20/156 || Lr: 0.001396 || Loss: 0.0058 || Loss_b: 0.0627 || Cost Time: 15:03:58 || Estimated Time: 1:54:13 2020-11-04 01:08:12,112 Segmentron INFO: Epoch: 356/400 || Iters: 30/156 || Lr: 0.001394 || Loss: 0.0049 || Loss_b: 0.0570 || Cost Time: 15:04:07 || Estimated Time: 1:54:03 2020-11-04 01:08:21,447 Segmentron INFO: Epoch: 356/400 || Iters: 40/156 || Lr: 0.001393 || Loss: 0.0053 || Loss_b: 0.0573 || Cost Time: 15:04:16 || Estimated Time: 1:53:53 2020-11-04 01:08:31,005 Segmentron INFO: Epoch: 356/400 || Iters: 50/156 || Lr: 0.001391 || Loss: 0.0060 || Loss_b: 0.0544 || Cost Time: 15:04:25 || Estimated Time: 1:53:43 2020-11-04 01:08:43,188 Segmentron INFO: Epoch: 356/400 || Iters: 60/156 || Lr: 0.001389 || Loss: 0.0090 || Loss_b: 0.0611 || Cost Time: 15:04:38 || Estimated Time: 1:53:34 2020-11-04 01:08:52,340 Segmentron INFO: Epoch: 356/400 || Iters: 70/156 || Lr: 0.001387 || Loss: 0.0093 || Loss_b: 0.1787 || Cost Time: 15:04:47 || Estimated Time: 1:53:24 2020-11-04 01:09:02,674 Segmentron INFO: Epoch: 356/400 || Iters: 80/156 || Lr: 0.001385 || Loss: 0.0043 || Loss_b: 0.0713 || Cost Time: 15:04:57 || Estimated Time: 1:53:14 2020-11-04 01:09:11,727 Segmentron INFO: Epoch: 356/400 || Iters: 90/156 || Lr: 0.001384 || Loss: 0.0050 || Loss_b: 0.0555 || Cost Time: 15:05:06 || Estimated Time: 1:53:04 2020-11-04 01:09:21,788 Segmentron INFO: Epoch: 356/400 || Iters: 100/156 || Lr: 0.001382 || Loss: 0.0078 || Loss_b: 0.0636 || Cost Time: 15:05:16 || Estimated Time: 1:52:54 2020-11-04 01:09:30,862 Segmentron INFO: Epoch: 356/400 || Iters: 110/156 || Lr: 0.001380 || Loss: 0.0060 || Loss_b: 0.0563 || Cost Time: 15:05:25 || Estimated Time: 1:52:45 2020-11-04 01:09:41,676 Segmentron INFO: Epoch: 356/400 || Iters: 120/156 || Lr: 0.001378 || Loss: 0.0082 || Loss_b: 0.0600 || Cost Time: 15:05:36 || Estimated Time: 1:52:35 2020-11-04 01:09:52,912 Segmentron INFO: Epoch: 356/400 || Iters: 130/156 || Lr: 0.001376 || Loss: 0.0096 || Loss_b: 0.0628 || Cost Time: 15:05:47 || Estimated Time: 1:52:25 2020-11-04 01:10:01,125 Segmentron INFO: Epoch: 356/400 || Iters: 140/156 || Lr: 0.001375 || Loss: 0.0063 || Loss_b: 0.0580 || Cost Time: 15:05:56 || Estimated Time: 1:52:15 2020-11-04 01:10:12,244 Segmentron INFO: Epoch: 356/400 || Iters: 150/156 || Lr: 0.001373 || Loss: 0.0095 || Loss_b: 0.0555 || Cost Time: 15:06:07 || Estimated Time: 1:52:06 2020-11-04 01:10:17,712 Segmentron INFO: Epoch 356 model saved in: workdir/a2-2-3-400e/356.pth 2020-11-04 01:10:22,139 Segmentron INFO: Epoch: 357/400 || Iters: 4/156 || Lr: 0.001371 || Loss: 0.0074 || Loss_b: 0.0572 || Cost Time: 15:06:17 || Estimated Time: 1:51:56 2020-11-04 01:10:30,809 Segmentron INFO: Epoch: 357/400 || Iters: 14/156 || Lr: 0.001369 || Loss: 0.0105 || Loss_b: 0.0647 || Cost Time: 15:06:25 || Estimated Time: 1:51:46 2020-11-04 01:10:41,002 Segmentron INFO: Epoch: 357/400 || Iters: 24/156 || Lr: 0.001367 || Loss: 0.0072 || Loss_b: 0.0563 || Cost Time: 15:06:35 || Estimated Time: 1:51:36 2020-11-04 01:10:52,170 Segmentron INFO: Epoch: 357/400 || Iters: 34/156 || Lr: 0.001366 || Loss: 0.0078 || Loss_b: 0.0649 || Cost Time: 15:06:47 || Estimated Time: 1:51:27 2020-11-04 01:11:00,536 Segmentron INFO: Epoch: 357/400 || Iters: 44/156 || Lr: 0.001364 || Loss: 0.0068 || Loss_b: 0.0588 || Cost Time: 15:06:55 || Estimated Time: 1:51:17 2020-11-04 01:11:10,399 Segmentron INFO: Epoch: 357/400 || Iters: 54/156 || Lr: 0.001362 || Loss: 0.0052 || Loss_b: 0.0553 || Cost Time: 15:07:05 || Estimated Time: 1:51:07 2020-11-04 01:11:21,026 Segmentron INFO: Epoch: 357/400 || Iters: 64/156 || Lr: 0.001360 || Loss: 0.0060 || Loss_b: 0.0635 || Cost Time: 15:07:15 || Estimated Time: 1:50:57 2020-11-04 01:11:31,956 Segmentron INFO: Epoch: 357/400 || Iters: 74/156 || Lr: 0.001358 || Loss: 0.0071 || Loss_b: 0.0615 || Cost Time: 15:07:26 || Estimated Time: 1:50:47 2020-11-04 01:11:41,052 Segmentron INFO: Epoch: 357/400 || Iters: 84/156 || Lr: 0.001357 || Loss: 0.0065 || Loss_b: 0.0612 || Cost Time: 15:07:35 || Estimated Time: 1:50:38 2020-11-04 01:11:49,598 Segmentron INFO: Epoch: 357/400 || Iters: 94/156 || Lr: 0.001355 || Loss: 0.0057 || Loss_b: 0.0585 || Cost Time: 15:07:44 || Estimated Time: 1:50:28 2020-11-04 01:11:58,110 Segmentron INFO: Epoch: 357/400 || Iters: 104/156 || Lr: 0.001353 || Loss: 0.0068 || Loss_b: 0.0559 || Cost Time: 15:07:53 || Estimated Time: 1:50:18 2020-11-04 01:12:08,664 Segmentron INFO: Epoch: 357/400 || Iters: 114/156 || Lr: 0.001351 || Loss: 0.0076 || Loss_b: 0.0610 || Cost Time: 15:08:03 || Estimated Time: 1:50:08 2020-11-04 01:12:19,256 Segmentron INFO: Epoch: 357/400 || Iters: 124/156 || Lr: 0.001349 || Loss: 0.0080 || Loss_b: 0.0599 || Cost Time: 15:08:14 || Estimated Time: 1:49:58 2020-11-04 01:12:28,823 Segmentron INFO: Epoch: 357/400 || Iters: 134/156 || Lr: 0.001348 || Loss: 0.0074 || Loss_b: 0.0606 || Cost Time: 15:08:23 || Estimated Time: 1:49:49 2020-11-04 01:12:38,391 Segmentron INFO: Epoch: 357/400 || Iters: 144/156 || Lr: 0.001346 || Loss: 0.0074 || Loss_b: 0.0608 || Cost Time: 15:08:33 || Estimated Time: 1:49:39 2020-11-04 01:12:47,808 Segmentron INFO: Epoch: 357/400 || Iters: 154/156 || Lr: 0.001344 || Loss: 0.0059 || Loss_b: 0.0576 || Cost Time: 15:08:42 || Estimated Time: 1:49:29 2020-11-04 01:12:52,387 Segmentron INFO: Epoch 357 model saved in: workdir/a2-2-3-400e/357.pth 2020-11-04 01:12:58,354 Segmentron INFO: Epoch: 358/400 || Iters: 8/156 || Lr: 0.001342 || Loss: 0.0049 || Loss_b: 0.0558 || Cost Time: 15:08:53 || Estimated Time: 1:49:19 2020-11-04 01:13:07,398 Segmentron INFO: Epoch: 358/400 || Iters: 18/156 || Lr: 0.001340 || Loss: 0.0048 || Loss_b: 0.3242 || Cost Time: 15:09:02 || Estimated Time: 1:49:09 2020-11-04 01:13:18,147 Segmentron INFO: Epoch: 358/400 || Iters: 28/156 || Lr: 0.001339 || Loss: 0.0061 || Loss_b: 0.2072 || Cost Time: 15:09:13 || Estimated Time: 1:49:00 2020-11-04 01:13:28,923 Segmentron INFO: Epoch: 358/400 || Iters: 38/156 || Lr: 0.001337 || Loss: 0.0070 || Loss_b: 0.1531 || Cost Time: 15:09:23 || Estimated Time: 1:48:50 2020-11-04 01:13:38,592 Segmentron INFO: Epoch: 358/400 || Iters: 48/156 || Lr: 0.001335 || Loss: 0.0055 || Loss_b: 0.0697 || Cost Time: 15:09:33 || Estimated Time: 1:48:40 2020-11-04 01:13:49,012 Segmentron INFO: Epoch: 358/400 || Iters: 58/156 || Lr: 0.001333 || Loss: 0.0066 || Loss_b: 0.0566 || Cost Time: 15:09:43 || Estimated Time: 1:48:30 2020-11-04 01:13:58,218 Segmentron INFO: Epoch: 358/400 || Iters: 68/156 || Lr: 0.001331 || Loss: 0.0040 || Loss_b: 0.0565 || Cost Time: 15:09:53 || Estimated Time: 1:48:21 2020-11-04 01:14:07,767 Segmentron INFO: Epoch: 358/400 || Iters: 78/156 || Lr: 0.001330 || Loss: 0.0069 || Loss_b: 0.0625 || Cost Time: 15:10:02 || Estimated Time: 1:48:11 2020-11-04 01:14:16,685 Segmentron INFO: Epoch: 358/400 || Iters: 88/156 || Lr: 0.001328 || Loss: 0.0056 || Loss_b: 0.0576 || Cost Time: 15:10:11 || Estimated Time: 1:48:01 2020-11-04 01:14:25,561 Segmentron INFO: Epoch: 358/400 || Iters: 98/156 || Lr: 0.001326 || Loss: 0.0088 || Loss_b: 0.0613 || Cost Time: 15:10:20 || Estimated Time: 1:47:51 2020-11-04 01:14:35,686 Segmentron INFO: Epoch: 358/400 || Iters: 108/156 || Lr: 0.001324 || Loss: 0.0081 || Loss_b: 0.0627 || Cost Time: 15:10:30 || Estimated Time: 1:47:41 2020-11-04 01:14:45,844 Segmentron INFO: Epoch: 358/400 || Iters: 118/156 || Lr: 0.001322 || Loss: 0.0060 || Loss_b: 0.0568 || Cost Time: 15:10:40 || Estimated Time: 1:47:31 2020-11-04 01:14:56,767 Segmentron INFO: Epoch: 358/400 || Iters: 128/156 || Lr: 0.001320 || Loss: 0.0066 || Loss_b: 0.0579 || Cost Time: 15:10:51 || Estimated Time: 1:47:22 2020-11-04 01:15:06,184 Segmentron INFO: Epoch: 358/400 || Iters: 138/156 || Lr: 0.001319 || Loss: 0.0063 || Loss_b: 0.0584 || Cost Time: 15:11:01 || Estimated Time: 1:47:12 2020-11-04 01:15:15,067 Segmentron INFO: Epoch: 358/400 || Iters: 148/156 || Lr: 0.001317 || Loss: 0.0064 || Loss_b: 0.0581 || Cost Time: 15:11:09 || Estimated Time: 1:47:02 2020-11-04 01:15:24,708 Segmentron INFO: Epoch 358 model saved in: workdir/a2-2-3-400e/358.pth 2020-11-04 01:15:27,356 Segmentron INFO: Epoch: 359/400 || Iters: 2/156 || Lr: 0.001315 || Loss: 0.0095 || Loss_b: 0.0602 || Cost Time: 15:11:22 || Estimated Time: 1:46:53 2020-11-04 01:15:37,612 Segmentron INFO: Epoch: 359/400 || Iters: 12/156 || Lr: 0.001313 || Loss: 0.0064 || Loss_b: 0.0572 || Cost Time: 15:11:32 || Estimated Time: 1:46:43 2020-11-04 01:15:46,581 Segmentron INFO: Epoch: 359/400 || Iters: 22/156 || Lr: 0.001311 || Loss: 0.0076 || Loss_b: 0.0621 || Cost Time: 15:11:41 || Estimated Time: 1:46:33 2020-11-04 01:15:55,087 Segmentron INFO: Epoch: 359/400 || Iters: 32/156 || Lr: 0.001310 || Loss: 0.0055 || Loss_b: 0.0580 || Cost Time: 15:11:49 || Estimated Time: 1:46:23 2020-11-04 01:16:05,101 Segmentron INFO: Epoch: 359/400 || Iters: 42/156 || Lr: 0.001308 || Loss: 0.0064 || Loss_b: 0.0551 || Cost Time: 15:11:59 || Estimated Time: 1:46:13 2020-11-04 01:16:14,210 Segmentron INFO: Epoch: 359/400 || Iters: 52/156 || Lr: 0.001306 || Loss: 0.0065 || Loss_b: 0.0565 || Cost Time: 15:12:09 || Estimated Time: 1:46:03 2020-11-04 01:16:23,363 Segmentron INFO: Epoch: 359/400 || Iters: 62/156 || Lr: 0.001304 || Loss: 0.0052 || Loss_b: 0.0598 || Cost Time: 15:12:18 || Estimated Time: 1:45:53 2020-11-04 01:16:32,086 Segmentron INFO: Epoch: 359/400 || Iters: 72/156 || Lr: 0.001302 || Loss: 0.0127 || Loss_b: 0.0674 || Cost Time: 15:12:26 || Estimated Time: 1:45:44 2020-11-04 01:16:43,424 Segmentron INFO: Epoch: 359/400 || Iters: 82/156 || Lr: 0.001301 || Loss: 0.0070 || Loss_b: 0.0586 || Cost Time: 15:12:38 || Estimated Time: 1:45:34 2020-11-04 01:16:52,614 Segmentron INFO: Epoch: 359/400 || Iters: 92/156 || Lr: 0.001299 || Loss: 0.0053 || Loss_b: 0.0535 || Cost Time: 15:12:47 || Estimated Time: 1:45:24 2020-11-04 01:17:03,837 Segmentron INFO: Epoch: 359/400 || Iters: 102/156 || Lr: 0.001297 || Loss: 0.0078 || Loss_b: 0.0594 || Cost Time: 15:12:58 || Estimated Time: 1:45:14 2020-11-04 01:17:13,301 Segmentron INFO: Epoch: 359/400 || Iters: 112/156 || Lr: 0.001295 || Loss: 0.0064 || Loss_b: 0.1822 || Cost Time: 15:13:08 || Estimated Time: 1:45:05 2020-11-04 01:17:21,926 Segmentron INFO: Epoch: 359/400 || Iters: 122/156 || Lr: 0.001293 || Loss: 0.0057 || Loss_b: 0.0770 || Cost Time: 15:13:16 || Estimated Time: 1:44:55 2020-11-04 01:17:31,486 Segmentron INFO: Epoch: 359/400 || Iters: 132/156 || Lr: 0.001292 || Loss: 0.0065 || Loss_b: 0.0601 || Cost Time: 15:13:26 || Estimated Time: 1:44:45 2020-11-04 01:17:45,267 Segmentron INFO: Epoch: 359/400 || Iters: 142/156 || Lr: 0.001290 || Loss: 0.0062 || Loss_b: 0.0605 || Cost Time: 15:13:40 || Estimated Time: 1:44:36 2020-11-04 01:17:52,988 Segmentron INFO: Epoch: 359/400 || Iters: 152/156 || Lr: 0.001288 || Loss: 0.0056 || Loss_b: 0.0588 || Cost Time: 15:13:47 || Estimated Time: 1:44:26 2020-11-04 01:17:57,305 Segmentron INFO: Epoch 359 model saved in: workdir/a2-2-3-400e/359.pth 2020-11-04 01:18:02,581 Segmentron INFO: Epoch: 360/400 || Iters: 6/156 || Lr: 0.001286 || Loss: 0.0051 || Loss_b: 0.0559 || Cost Time: 15:13:57 || Estimated Time: 1:44:16 2020-11-04 01:18:13,340 Segmentron INFO: Epoch: 360/400 || Iters: 16/156 || Lr: 0.001284 || Loss: 0.0067 || Loss_b: 0.0600 || Cost Time: 15:14:08 || Estimated Time: 1:44:06 2020-11-04 01:18:21,794 Segmentron INFO: Epoch: 360/400 || Iters: 26/156 || Lr: 0.001283 || Loss: 0.0070 || Loss_b: 0.0580 || Cost Time: 15:14:16 || Estimated Time: 1:43:56 2020-11-04 01:18:30,858 Segmentron INFO: Epoch: 360/400 || Iters: 36/156 || Lr: 0.001281 || Loss: 0.0082 || Loss_b: 0.0601 || Cost Time: 15:14:25 || Estimated Time: 1:43:46 2020-11-04 01:18:42,581 Segmentron INFO: Epoch: 360/400 || Iters: 46/156 || Lr: 0.001279 || Loss: 0.0076 || Loss_b: 0.0582 || Cost Time: 15:14:37 || Estimated Time: 1:43:37 2020-11-04 01:18:52,716 Segmentron INFO: Epoch: 360/400 || Iters: 56/156 || Lr: 0.001277 || Loss: 0.0071 || Loss_b: 0.0609 || Cost Time: 15:14:47 || Estimated Time: 1:43:27 2020-11-04 01:19:01,121 Segmentron INFO: Epoch: 360/400 || Iters: 66/156 || Lr: 0.001275 || Loss: 0.0060 || Loss_b: 0.0573 || Cost Time: 15:14:56 || Estimated Time: 1:43:17 2020-11-04 01:19:09,903 Segmentron INFO: Epoch: 360/400 || Iters: 76/156 || Lr: 0.001273 || Loss: 0.0076 || Loss_b: 0.0611 || Cost Time: 15:15:04 || Estimated Time: 1:43:07 2020-11-04 01:19:21,612 Segmentron INFO: Epoch: 360/400 || Iters: 86/156 || Lr: 0.001272 || Loss: 0.0062 || Loss_b: 0.0580 || Cost Time: 15:15:16 || Estimated Time: 1:42:57 2020-11-04 01:19:30,182 Segmentron INFO: Epoch: 360/400 || Iters: 96/156 || Lr: 0.001270 || Loss: 0.0071 || Loss_b: 0.0579 || Cost Time: 15:15:25 || Estimated Time: 1:42:48 2020-11-04 01:19:40,923 Segmentron INFO: Epoch: 360/400 || Iters: 106/156 || Lr: 0.001268 || Loss: 0.0073 || Loss_b: 0.0604 || Cost Time: 15:15:35 || Estimated Time: 1:42:38 2020-11-04 01:19:53,635 Segmentron INFO: Epoch: 360/400 || Iters: 116/156 || Lr: 0.001266 || Loss: 0.0047 || Loss_b: 0.0602 || Cost Time: 15:15:48 || Estimated Time: 1:42:28 2020-11-04 01:20:01,760 Segmentron INFO: Epoch: 360/400 || Iters: 126/156 || Lr: 0.001264 || Loss: 0.0057 || Loss_b: 0.0545 || Cost Time: 15:15:56 || Estimated Time: 1:42:18 2020-11-04 01:20:10,533 Segmentron INFO: Epoch: 360/400 || Iters: 136/156 || Lr: 0.001263 || Loss: 0.0071 || Loss_b: 0.5061 || Cost Time: 15:16:05 || Estimated Time: 1:42:09 2020-11-04 01:20:19,375 Segmentron INFO: Epoch: 360/400 || Iters: 146/156 || Lr: 0.001261 || Loss: 0.0082 || Loss_b: 0.2322 || Cost Time: 15:16:14 || Estimated Time: 1:41:59 2020-11-04 01:20:28,677 Segmentron INFO: Epoch: 360/400 || Iters: 0/156 || Lr: 0.001259 || Loss: 0.0057 || Loss_b: 0.0743 || Cost Time: 15:16:23 || Estimated Time: 1:41:49 2020-11-04 01:20:29,465 Segmentron INFO: Epoch 360 model saved in: workdir/a2-2-3-400e/360.pth 2020-11-04 01:20:40,115 Segmentron INFO: Epoch: 361/400 || Iters: 10/156 || Lr: 0.001257 || Loss: 0.0070 || Loss_b: 0.0843 || Cost Time: 15:16:35 || Estimated Time: 1:41:39 2020-11-04 01:20:49,088 Segmentron INFO: Epoch: 361/400 || Iters: 20/156 || Lr: 0.001255 || Loss: 0.0057 || Loss_b: 0.0658 || Cost Time: 15:16:43 || Estimated Time: 1:41:29 2020-11-04 01:20:59,417 Segmentron INFO: Epoch: 361/400 || Iters: 30/156 || Lr: 0.001253 || Loss: 0.0074 || Loss_b: 0.0592 || Cost Time: 15:16:54 || Estimated Time: 1:41:20 2020-11-04 01:21:10,444 Segmentron INFO: Epoch: 361/400 || Iters: 40/156 || Lr: 0.001252 || Loss: 0.0067 || Loss_b: 0.0597 || Cost Time: 15:17:05 || Estimated Time: 1:41:10 2020-11-04 01:21:21,188 Segmentron INFO: Epoch: 361/400 || Iters: 50/156 || Lr: 0.001250 || Loss: 0.0049 || Loss_b: 0.0567 || Cost Time: 15:17:16 || Estimated Time: 1:41:00 2020-11-04 01:21:29,106 Segmentron INFO: Epoch: 361/400 || Iters: 60/156 || Lr: 0.001248 || Loss: 0.0057 || Loss_b: 0.0562 || Cost Time: 15:17:24 || Estimated Time: 1:40:50 2020-11-04 01:21:40,638 Segmentron INFO: Epoch: 361/400 || Iters: 70/156 || Lr: 0.001246 || Loss: 0.0050 || Loss_b: 0.0564 || Cost Time: 15:17:35 || Estimated Time: 1:40:41 2020-11-04 01:21:50,499 Segmentron INFO: Epoch: 361/400 || Iters: 80/156 || Lr: 0.001244 || Loss: 0.0081 || Loss_b: 0.0633 || Cost Time: 15:17:45 || Estimated Time: 1:40:31 2020-11-04 01:21:58,736 Segmentron INFO: Epoch: 361/400 || Iters: 90/156 || Lr: 0.001243 || Loss: 0.0066 || Loss_b: 0.0589 || Cost Time: 15:17:53 || Estimated Time: 1:40:21 2020-11-04 01:22:07,633 Segmentron INFO: Epoch: 361/400 || Iters: 100/156 || Lr: 0.001241 || Loss: 0.0080 || Loss_b: 0.0581 || Cost Time: 15:18:02 || Estimated Time: 1:40:11 2020-11-04 01:22:17,540 Segmentron INFO: Epoch: 361/400 || Iters: 110/156 || Lr: 0.001239 || Loss: 0.0080 || Loss_b: 0.0628 || Cost Time: 15:18:12 || Estimated Time: 1:40:01 2020-11-04 01:22:26,424 Segmentron INFO: Epoch: 361/400 || Iters: 120/156 || Lr: 0.001237 || Loss: 0.0049 || Loss_b: 0.0567 || Cost Time: 15:18:21 || Estimated Time: 1:39:51 2020-11-04 01:22:36,109 Segmentron INFO: Epoch: 361/400 || Iters: 130/156 || Lr: 0.001235 || Loss: 0.0093 || Loss_b: 0.0632 || Cost Time: 15:18:31 || Estimated Time: 1:39:42 2020-11-04 01:22:46,820 Segmentron INFO: Epoch: 361/400 || Iters: 140/156 || Lr: 0.001233 || Loss: 0.0051 || Loss_b: 0.0566 || Cost Time: 15:18:41 || Estimated Time: 1:39:32 2020-11-04 01:22:55,852 Segmentron INFO: Epoch: 361/400 || Iters: 150/156 || Lr: 0.001232 || Loss: 0.0055 || Loss_b: 0.5225 || Cost Time: 15:18:50 || Estimated Time: 1:39:22 2020-11-04 01:23:03,505 Segmentron INFO: Epoch 361 model saved in: workdir/a2-2-3-400e/361.pth 2020-11-04 01:23:08,424 Segmentron INFO: Epoch: 362/400 || Iters: 4/156 || Lr: 0.001230 || Loss: 0.0076 || Loss_b: 0.2541 || Cost Time: 15:19:03 || Estimated Time: 1:39:12 2020-11-04 01:23:16,782 Segmentron INFO: Epoch: 362/400 || Iters: 14/156 || Lr: 0.001228 || Loss: 0.0101 || Loss_b: 0.1226 || Cost Time: 15:19:11 || Estimated Time: 1:39:03 2020-11-04 01:23:25,761 Segmentron INFO: Epoch: 362/400 || Iters: 24/156 || Lr: 0.001226 || Loss: 0.0065 || Loss_b: 0.0910 || Cost Time: 15:19:20 || Estimated Time: 1:38:53 2020-11-04 01:23:35,865 Segmentron INFO: Epoch: 362/400 || Iters: 34/156 || Lr: 0.001224 || Loss: 0.0053 || Loss_b: 0.0634 || Cost Time: 15:19:30 || Estimated Time: 1:38:43 2020-11-04 01:23:46,254 Segmentron INFO: Epoch: 362/400 || Iters: 44/156 || Lr: 0.001223 || Loss: 0.0121 || Loss_b: 0.0678 || Cost Time: 15:19:41 || Estimated Time: 1:38:33 2020-11-04 01:23:56,748 Segmentron INFO: Epoch: 362/400 || Iters: 54/156 || Lr: 0.001221 || Loss: 0.0060 || Loss_b: 0.0574 || Cost Time: 15:19:51 || Estimated Time: 1:38:23 2020-11-04 01:24:07,002 Segmentron INFO: Epoch: 362/400 || Iters: 64/156 || Lr: 0.001219 || Loss: 0.0071 || Loss_b: 0.0591 || Cost Time: 15:20:01 || Estimated Time: 1:38:14 2020-11-04 01:24:16,060 Segmentron INFO: Epoch: 362/400 || Iters: 74/156 || Lr: 0.001217 || Loss: 0.0049 || Loss_b: 0.0540 || Cost Time: 15:20:10 || Estimated Time: 1:38:04 2020-11-04 01:24:26,480 Segmentron INFO: Epoch: 362/400 || Iters: 84/156 || Lr: 0.001215 || Loss: 0.0048 || Loss_b: 0.0550 || Cost Time: 15:20:21 || Estimated Time: 1:37:54 2020-11-04 01:24:36,915 Segmentron INFO: Epoch: 362/400 || Iters: 94/156 || Lr: 0.001213 || Loss: 0.0054 || Loss_b: 0.0556 || Cost Time: 15:20:31 || Estimated Time: 1:37:44 2020-11-04 01:24:45,203 Segmentron INFO: Epoch: 362/400 || Iters: 104/156 || Lr: 0.001212 || Loss: 0.0063 || Loss_b: 0.0570 || Cost Time: 15:20:40 || Estimated Time: 1:37:34 2020-11-04 01:24:55,003 Segmentron INFO: Epoch: 362/400 || Iters: 114/156 || Lr: 0.001210 || Loss: 0.0072 || Loss_b: 0.0663 || Cost Time: 15:20:49 || Estimated Time: 1:37:25 2020-11-04 01:25:05,085 Segmentron INFO: Epoch: 362/400 || Iters: 124/156 || Lr: 0.001208 || Loss: 0.0076 || Loss_b: 0.0624 || Cost Time: 15:20:59 || Estimated Time: 1:37:15 2020-11-04 01:25:14,753 Segmentron INFO: Epoch: 362/400 || Iters: 134/156 || Lr: 0.001206 || Loss: 0.0115 || Loss_b: 0.0633 || Cost Time: 15:21:09 || Estimated Time: 1:37:05 2020-11-04 01:25:25,015 Segmentron INFO: Epoch: 362/400 || Iters: 144/156 || Lr: 0.001204 || Loss: 0.0168 || Loss_b: 0.0605 || Cost Time: 15:21:19 || Estimated Time: 1:36:55 2020-11-04 01:25:34,286 Segmentron INFO: Epoch: 362/400 || Iters: 154/156 || Lr: 0.001202 || Loss: 0.0042 || Loss_b: 0.2325 || Cost Time: 15:21:29 || Estimated Time: 1:36:46 2020-11-04 01:25:36,720 Segmentron INFO: Epoch 362 model saved in: workdir/a2-2-3-400e/362.pth 2020-11-04 01:25:43,801 Segmentron INFO: Epoch: 363/400 || Iters: 8/156 || Lr: 0.001201 || Loss: 0.0056 || Loss_b: 0.0670 || Cost Time: 15:21:38 || Estimated Time: 1:36:36 2020-11-04 01:25:54,003 Segmentron INFO: Epoch: 363/400 || Iters: 18/156 || Lr: 0.001199 || Loss: 0.0091 || Loss_b: 0.0844 || Cost Time: 15:21:48 || Estimated Time: 1:36:26 2020-11-04 01:26:02,697 Segmentron INFO: Epoch: 363/400 || Iters: 28/156 || Lr: 0.001197 || Loss: 0.0051 || Loss_b: 0.0614 || Cost Time: 15:21:57 || Estimated Time: 1:36:16 2020-11-04 01:26:11,675 Segmentron INFO: Epoch: 363/400 || Iters: 38/156 || Lr: 0.001195 || Loss: 0.0055 || Loss_b: 0.0559 || Cost Time: 15:22:06 || Estimated Time: 1:36:06 2020-11-04 01:26:20,175 Segmentron INFO: Epoch: 363/400 || Iters: 48/156 || Lr: 0.001193 || Loss: 0.0076 || Loss_b: 0.0613 || Cost Time: 15:22:15 || Estimated Time: 1:35:56 2020-11-04 01:26:31,812 Segmentron INFO: Epoch: 363/400 || Iters: 58/156 || Lr: 0.001192 || Loss: 0.0051 || Loss_b: 0.0579 || Cost Time: 15:22:26 || Estimated Time: 1:35:47 2020-11-04 01:26:43,485 Segmentron INFO: Epoch: 363/400 || Iters: 68/156 || Lr: 0.001190 || Loss: 0.0060 || Loss_b: 0.0596 || Cost Time: 15:22:38 || Estimated Time: 1:35:37 2020-11-04 01:26:51,737 Segmentron INFO: Epoch: 363/400 || Iters: 78/156 || Lr: 0.001188 || Loss: 0.0069 || Loss_b: 0.0572 || Cost Time: 15:22:46 || Estimated Time: 1:35:27 2020-11-04 01:27:00,979 Segmentron INFO: Epoch: 363/400 || Iters: 88/156 || Lr: 0.001186 || Loss: 0.0069 || Loss_b: 0.0565 || Cost Time: 15:22:55 || Estimated Time: 1:35:17 2020-11-04 01:27:12,140 Segmentron INFO: Epoch: 363/400 || Iters: 98/156 || Lr: 0.001184 || Loss: 0.0052 || Loss_b: 0.0573 || Cost Time: 15:23:07 || Estimated Time: 1:35:08 2020-11-04 01:27:21,620 Segmentron INFO: Epoch: 363/400 || Iters: 108/156 || Lr: 0.001182 || Loss: 0.0072 || Loss_b: 0.0618 || Cost Time: 15:23:16 || Estimated Time: 1:34:58 2020-11-04 01:27:32,189 Segmentron INFO: Epoch: 363/400 || Iters: 118/156 || Lr: 0.001181 || Loss: 0.0086 || Loss_b: 0.0633 || Cost Time: 15:23:27 || Estimated Time: 1:34:48 2020-11-04 01:27:41,659 Segmentron INFO: Epoch: 363/400 || Iters: 128/156 || Lr: 0.001179 || Loss: 0.0070 || Loss_b: 0.0591 || Cost Time: 15:23:36 || Estimated Time: 1:34:38 2020-11-04 01:27:51,515 Segmentron INFO: Epoch: 363/400 || Iters: 138/156 || Lr: 0.001177 || Loss: 0.0057 || Loss_b: 0.0607 || Cost Time: 15:23:46 || Estimated Time: 1:34:28 2020-11-04 01:27:59,968 Segmentron INFO: Epoch: 363/400 || Iters: 148/156 || Lr: 0.001175 || Loss: 0.0102 || Loss_b: 0.0629 || Cost Time: 15:23:54 || Estimated Time: 1:34:19 2020-11-04 01:28:08,371 Segmentron INFO: Epoch 363 model saved in: workdir/a2-2-3-400e/363.pth 2020-11-04 01:28:10,194 Segmentron INFO: Epoch: 364/400 || Iters: 2/156 || Lr: 0.001173 || Loss: 0.0073 || Loss_b: 0.0645 || Cost Time: 15:24:05 || Estimated Time: 1:34:09 2020-11-04 01:28:19,135 Segmentron INFO: Epoch: 364/400 || Iters: 12/156 || Lr: 0.001171 || Loss: 0.0065 || Loss_b: 0.0557 || Cost Time: 15:24:14 || Estimated Time: 1:33:59 2020-11-04 01:28:28,509 Segmentron INFO: Epoch: 364/400 || Iters: 22/156 || Lr: 0.001170 || Loss: 0.0065 || Loss_b: 0.0616 || Cost Time: 15:24:23 || Estimated Time: 1:33:49 2020-11-04 01:28:39,317 Segmentron INFO: Epoch: 364/400 || Iters: 32/156 || Lr: 0.001168 || Loss: 0.0045 || Loss_b: 0.0593 || Cost Time: 15:24:34 || Estimated Time: 1:33:39 2020-11-04 01:28:49,180 Segmentron INFO: Epoch: 364/400 || Iters: 42/156 || Lr: 0.001166 || Loss: 0.0052 || Loss_b: 0.0546 || Cost Time: 15:24:44 || Estimated Time: 1:33:30 2020-11-04 01:28:59,653 Segmentron INFO: Epoch: 364/400 || Iters: 52/156 || Lr: 0.001164 || Loss: 0.0098 || Loss_b: 0.0633 || Cost Time: 15:24:54 || Estimated Time: 1:33:20 2020-11-04 01:29:10,280 Segmentron INFO: Epoch: 364/400 || Iters: 62/156 || Lr: 0.001162 || Loss: 0.0064 || Loss_b: 0.0535 || Cost Time: 15:25:05 || Estimated Time: 1:33:10 2020-11-04 01:29:20,746 Segmentron INFO: Epoch: 364/400 || Iters: 72/156 || Lr: 0.001160 || Loss: 0.0071 || Loss_b: 0.0611 || Cost Time: 15:25:15 || Estimated Time: 1:33:00 2020-11-04 01:29:29,463 Segmentron INFO: Epoch: 364/400 || Iters: 82/156 || Lr: 0.001159 || Loss: 0.0059 || Loss_b: 0.0565 || Cost Time: 15:25:24 || Estimated Time: 1:32:51 2020-11-04 01:29:40,014 Segmentron INFO: Epoch: 364/400 || Iters: 92/156 || Lr: 0.001157 || Loss: 0.0051 || Loss_b: 0.0547 || Cost Time: 15:25:34 || Estimated Time: 1:32:41 2020-11-04 01:29:49,721 Segmentron INFO: Epoch: 364/400 || Iters: 102/156 || Lr: 0.001155 || Loss: 0.0062 || Loss_b: 0.0556 || Cost Time: 15:25:44 || Estimated Time: 1:32:31 2020-11-04 01:30:00,207 Segmentron INFO: Epoch: 364/400 || Iters: 112/156 || Lr: 0.001153 || Loss: 0.0068 || Loss_b: 0.0588 || Cost Time: 15:25:55 || Estimated Time: 1:32:21 2020-11-04 01:30:09,160 Segmentron INFO: Epoch: 364/400 || Iters: 122/156 || Lr: 0.001151 || Loss: 0.0049 || Loss_b: 0.0536 || Cost Time: 15:26:04 || Estimated Time: 1:32:11 2020-11-04 01:30:18,834 Segmentron INFO: Epoch: 364/400 || Iters: 132/156 || Lr: 0.001149 || Loss: 0.0065 || Loss_b: 0.0602 || Cost Time: 15:26:13 || Estimated Time: 1:32:02 2020-11-04 01:30:28,863 Segmentron INFO: Epoch: 364/400 || Iters: 142/156 || Lr: 0.001148 || Loss: 0.0062 || Loss_b: 0.0587 || Cost Time: 15:26:23 || Estimated Time: 1:31:52 2020-11-04 01:30:39,365 Segmentron INFO: Epoch: 364/400 || Iters: 152/156 || Lr: 0.001146 || Loss: 0.0068 || Loss_b: 0.0560 || Cost Time: 15:26:34 || Estimated Time: 1:31:42 2020-11-04 01:30:43,375 Segmentron INFO: Epoch 364 model saved in: workdir/a2-2-3-400e/364.pth 2020-11-04 01:30:49,074 Segmentron INFO: Epoch: 365/400 || Iters: 6/156 || Lr: 0.001144 || Loss: 0.0063 || Loss_b: 0.0547 || Cost Time: 15:26:43 || Estimated Time: 1:31:32 2020-11-04 01:30:58,411 Segmentron INFO: Epoch: 365/400 || Iters: 16/156 || Lr: 0.001142 || Loss: 0.0080 || Loss_b: 0.0646 || Cost Time: 15:26:53 || Estimated Time: 1:31:23 2020-11-04 01:31:06,678 Segmentron INFO: Epoch: 365/400 || Iters: 26/156 || Lr: 0.001140 || Loss: 0.0059 || Loss_b: 0.0541 || Cost Time: 15:27:01 || Estimated Time: 1:31:13 2020-11-04 01:31:16,045 Segmentron INFO: Epoch: 365/400 || Iters: 36/156 || Lr: 0.001138 || Loss: 0.0062 || Loss_b: 0.0556 || Cost Time: 15:27:10 || Estimated Time: 1:31:03 2020-11-04 01:31:26,914 Segmentron INFO: Epoch: 365/400 || Iters: 46/156 || Lr: 0.001137 || Loss: 0.0050 || Loss_b: 0.0571 || Cost Time: 15:27:21 || Estimated Time: 1:30:53 2020-11-04 01:31:36,082 Segmentron INFO: Epoch: 365/400 || Iters: 56/156 || Lr: 0.001135 || Loss: 0.0052 || Loss_b: 0.0582 || Cost Time: 15:27:30 || Estimated Time: 1:30:43 2020-11-04 01:31:46,881 Segmentron INFO: Epoch: 365/400 || Iters: 66/156 || Lr: 0.001133 || Loss: 0.0052 || Loss_b: 0.0547 || Cost Time: 15:27:41 || Estimated Time: 1:30:33 2020-11-04 01:31:56,007 Segmentron INFO: Epoch: 365/400 || Iters: 76/156 || Lr: 0.001131 || Loss: 0.0083 || Loss_b: 0.0609 || Cost Time: 15:27:50 || Estimated Time: 1:30:24 2020-11-04 01:32:06,625 Segmentron INFO: Epoch: 365/400 || Iters: 86/156 || Lr: 0.001129 || Loss: 0.0047 || Loss_b: 0.0541 || Cost Time: 15:28:01 || Estimated Time: 1:30:14 2020-11-04 01:32:15,873 Segmentron INFO: Epoch: 365/400 || Iters: 96/156 || Lr: 0.001127 || Loss: 0.0078 || Loss_b: 0.0610 || Cost Time: 15:28:10 || Estimated Time: 1:30:04 2020-11-04 01:32:26,298 Segmentron INFO: Epoch: 365/400 || Iters: 106/156 || Lr: 0.001126 || Loss: 0.0042 || Loss_b: 0.0559 || Cost Time: 15:28:21 || Estimated Time: 1:29:54 2020-11-04 01:32:37,187 Segmentron INFO: Epoch: 365/400 || Iters: 116/156 || Lr: 0.001124 || Loss: 0.0067 || Loss_b: 0.0569 || Cost Time: 15:28:32 || Estimated Time: 1:29:45 2020-11-04 01:32:46,367 Segmentron INFO: Epoch: 365/400 || Iters: 126/156 || Lr: 0.001122 || Loss: 0.0067 || Loss_b: 0.0576 || Cost Time: 15:28:41 || Estimated Time: 1:29:35 2020-11-04 01:32:55,492 Segmentron INFO: Epoch: 365/400 || Iters: 136/156 || Lr: 0.001120 || Loss: 0.0059 || Loss_b: 0.0561 || Cost Time: 15:28:50 || Estimated Time: 1:29:25 2020-11-04 01:33:05,853 Segmentron INFO: Epoch: 365/400 || Iters: 146/156 || Lr: 0.001118 || Loss: 0.0044 || Loss_b: 0.0549 || Cost Time: 15:29:00 || Estimated Time: 1:29:15 2020-11-04 01:33:14,830 Segmentron INFO: Epoch: 365/400 || Iters: 0/156 || Lr: 0.001116 || Loss: 0.0078 || Loss_b: 0.0590 || Cost Time: 15:29:09 || Estimated Time: 1:29:05 2020-11-04 01:33:15,748 Segmentron INFO: Epoch 365 model saved in: workdir/a2-2-3-400e/365.pth 2020-11-04 01:33:24,551 Segmentron INFO: Epoch: 366/400 || Iters: 10/156 || Lr: 0.001115 || Loss: 0.0056 || Loss_b: 0.0562 || Cost Time: 15:29:19 || Estimated Time: 1:28:56 2020-11-04 01:33:33,350 Segmentron INFO: Epoch: 366/400 || Iters: 20/156 || Lr: 0.001113 || Loss: 0.0081 || Loss_b: 0.0604 || Cost Time: 15:29:28 || Estimated Time: 1:28:46 2020-11-04 01:33:42,377 Segmentron INFO: Epoch: 366/400 || Iters: 30/156 || Lr: 0.001111 || Loss: 0.0047 || Loss_b: 0.0543 || Cost Time: 15:29:37 || Estimated Time: 1:28:36 2020-11-04 01:33:57,029 Segmentron INFO: Epoch: 366/400 || Iters: 40/156 || Lr: 0.001109 || Loss: 0.0093 || Loss_b: 0.0581 || Cost Time: 15:29:51 || Estimated Time: 1:28:26 2020-11-04 01:34:07,178 Segmentron INFO: Epoch: 366/400 || Iters: 50/156 || Lr: 0.001107 || Loss: 0.0055 || Loss_b: 0.0582 || Cost Time: 15:30:02 || Estimated Time: 1:28:17 2020-11-04 01:34:16,006 Segmentron INFO: Epoch: 366/400 || Iters: 60/156 || Lr: 0.001105 || Loss: 0.0058 || Loss_b: 0.0585 || Cost Time: 15:30:10 || Estimated Time: 1:28:07 2020-11-04 01:34:24,914 Segmentron INFO: Epoch: 366/400 || Iters: 70/156 || Lr: 0.001103 || Loss: 0.0117 || Loss_b: 0.0644 || Cost Time: 15:30:19 || Estimated Time: 1:27:57 2020-11-04 01:34:36,363 Segmentron INFO: Epoch: 366/400 || Iters: 80/156 || Lr: 0.001102 || Loss: 0.0045 || Loss_b: 0.1487 || Cost Time: 15:30:31 || Estimated Time: 1:27:47 2020-11-04 01:34:46,975 Segmentron INFO: Epoch: 366/400 || Iters: 90/156 || Lr: 0.001100 || Loss: 0.0059 || Loss_b: 0.0598 || Cost Time: 15:30:41 || Estimated Time: 1:27:38 2020-11-04 01:34:55,517 Segmentron INFO: Epoch: 366/400 || Iters: 100/156 || Lr: 0.001098 || Loss: 0.0072 || Loss_b: 0.1426 || Cost Time: 15:30:50 || Estimated Time: 1:27:28 2020-11-04 01:35:05,522 Segmentron INFO: Epoch: 366/400 || Iters: 110/156 || Lr: 0.001096 || Loss: 0.0048 || Loss_b: 0.0591 || Cost Time: 15:31:00 || Estimated Time: 1:27:18 2020-11-04 01:35:14,291 Segmentron INFO: Epoch: 366/400 || Iters: 120/156 || Lr: 0.001094 || Loss: 0.0046 || Loss_b: 0.0670 || Cost Time: 15:31:09 || Estimated Time: 1:27:08 2020-11-04 01:35:25,917 Segmentron INFO: Epoch: 366/400 || Iters: 130/156 || Lr: 0.001092 || Loss: 0.0055 || Loss_b: 0.0594 || Cost Time: 15:31:20 || Estimated Time: 1:26:58 2020-11-04 01:35:34,247 Segmentron INFO: Epoch: 366/400 || Iters: 140/156 || Lr: 0.001091 || Loss: 0.0048 || Loss_b: 0.0557 || Cost Time: 15:31:29 || Estimated Time: 1:26:49 2020-11-04 01:35:43,650 Segmentron INFO: Epoch: 366/400 || Iters: 150/156 || Lr: 0.001089 || Loss: 0.0080 || Loss_b: 0.0603 || Cost Time: 15:31:38 || Estimated Time: 1:26:39 2020-11-04 01:35:49,963 Segmentron INFO: Epoch 366 model saved in: workdir/a2-2-3-400e/366.pth 2020-11-04 01:35:55,743 Segmentron INFO: Epoch: 367/400 || Iters: 4/156 || Lr: 0.001087 || Loss: 0.0069 || Loss_b: 0.0616 || Cost Time: 15:31:50 || Estimated Time: 1:26:29 2020-11-04 01:36:04,164 Segmentron INFO: Epoch: 367/400 || Iters: 14/156 || Lr: 0.001085 || Loss: 0.0062 || Loss_b: 0.0560 || Cost Time: 15:31:59 || Estimated Time: 1:26:19 2020-11-04 01:36:13,829 Segmentron INFO: Epoch: 367/400 || Iters: 24/156 || Lr: 0.001083 || Loss: 0.0056 || Loss_b: 0.0573 || Cost Time: 15:32:08 || Estimated Time: 1:26:09 2020-11-04 01:36:23,527 Segmentron INFO: Epoch: 367/400 || Iters: 34/156 || Lr: 0.001081 || Loss: 0.0041 || Loss_b: 0.0554 || Cost Time: 15:32:18 || Estimated Time: 1:26:00 2020-11-04 01:36:32,328 Segmentron INFO: Epoch: 367/400 || Iters: 44/156 || Lr: 0.001079 || Loss: 0.0106 || Loss_b: 0.0619 || Cost Time: 15:32:27 || Estimated Time: 1:25:50 2020-11-04 01:36:42,960 Segmentron INFO: Epoch: 367/400 || Iters: 54/156 || Lr: 0.001078 || Loss: 0.0071 || Loss_b: 0.0579 || Cost Time: 15:32:37 || Estimated Time: 1:25:40 2020-11-04 01:36:53,191 Segmentron INFO: Epoch: 367/400 || Iters: 64/156 || Lr: 0.001076 || Loss: 0.0047 || Loss_b: 0.0554 || Cost Time: 15:32:48 || Estimated Time: 1:25:30 2020-11-04 01:37:01,723 Segmentron INFO: Epoch: 367/400 || Iters: 74/156 || Lr: 0.001074 || Loss: 0.0052 || Loss_b: 0.0558 || Cost Time: 15:32:56 || Estimated Time: 1:25:20 2020-11-04 01:37:10,910 Segmentron INFO: Epoch: 367/400 || Iters: 84/156 || Lr: 0.001072 || Loss: 0.0058 || Loss_b: 0.0565 || Cost Time: 15:33:05 || Estimated Time: 1:25:10 2020-11-04 01:37:21,975 Segmentron INFO: Epoch: 367/400 || Iters: 94/156 || Lr: 0.001070 || Loss: 0.0044 || Loss_b: 0.0559 || Cost Time: 15:33:16 || Estimated Time: 1:25:01 2020-11-04 01:37:32,878 Segmentron INFO: Epoch: 367/400 || Iters: 104/156 || Lr: 0.001068 || Loss: 0.0066 || Loss_b: 0.0590 || Cost Time: 15:33:27 || Estimated Time: 1:24:51 2020-11-04 01:37:43,145 Segmentron INFO: Epoch: 367/400 || Iters: 114/156 || Lr: 0.001067 || Loss: 0.0084 || Loss_b: 0.0611 || Cost Time: 15:33:38 || Estimated Time: 1:24:41 2020-11-04 01:37:51,482 Segmentron INFO: Epoch: 367/400 || Iters: 124/156 || Lr: 0.001065 || Loss: 0.0063 || Loss_b: 0.0594 || Cost Time: 15:33:46 || Estimated Time: 1:24:31 2020-11-04 01:38:02,273 Segmentron INFO: Epoch: 367/400 || Iters: 134/156 || Lr: 0.001063 || Loss: 0.0074 || Loss_b: 0.0597 || Cost Time: 15:33:57 || Estimated Time: 1:24:22 2020-11-04 01:38:10,959 Segmentron INFO: Epoch: 367/400 || Iters: 144/156 || Lr: 0.001061 || Loss: 0.0053 || Loss_b: 0.4160 || Cost Time: 15:34:05 || Estimated Time: 1:24:12 2020-11-04 01:38:21,297 Segmentron INFO: Epoch: 367/400 || Iters: 154/156 || Lr: 0.001059 || Loss: 0.0102 || Loss_b: 0.2086 || Cost Time: 15:34:16 || Estimated Time: 1:24:02 2020-11-04 01:38:25,166 Segmentron INFO: Epoch 367 model saved in: workdir/a2-2-3-400e/367.pth 2020-11-04 01:38:31,675 Segmentron INFO: Epoch: 368/400 || Iters: 8/156 || Lr: 0.001057 || Loss: 0.0079 || Loss_b: 0.0671 || Cost Time: 15:34:26 || Estimated Time: 1:23:52 2020-11-04 01:38:41,368 Segmentron INFO: Epoch: 368/400 || Iters: 18/156 || Lr: 0.001055 || Loss: 0.0041 || Loss_b: 0.0895 || Cost Time: 15:34:36 || Estimated Time: 1:23:43 2020-11-04 01:38:50,947 Segmentron INFO: Epoch: 368/400 || Iters: 28/156 || Lr: 0.001054 || Loss: 0.0090 || Loss_b: 0.0614 || Cost Time: 15:34:45 || Estimated Time: 1:23:33 2020-11-04 01:39:01,759 Segmentron INFO: Epoch: 368/400 || Iters: 38/156 || Lr: 0.001052 || Loss: 0.0082 || Loss_b: 0.0612 || Cost Time: 15:34:56 || Estimated Time: 1:23:23 2020-11-04 01:39:09,630 Segmentron INFO: Epoch: 368/400 || Iters: 48/156 || Lr: 0.001050 || Loss: 0.0064 || Loss_b: 0.0583 || Cost Time: 15:35:04 || Estimated Time: 1:23:13 2020-11-04 01:39:18,645 Segmentron INFO: Epoch: 368/400 || Iters: 58/156 || Lr: 0.001048 || Loss: 0.0045 || Loss_b: 0.0542 || Cost Time: 15:35:13 || Estimated Time: 1:23:03 2020-11-04 01:39:28,289 Segmentron INFO: Epoch: 368/400 || Iters: 68/156 || Lr: 0.001046 || Loss: 0.0056 || Loss_b: 0.0588 || Cost Time: 15:35:23 || Estimated Time: 1:22:53 2020-11-04 01:39:37,282 Segmentron INFO: Epoch: 368/400 || Iters: 78/156 || Lr: 0.001044 || Loss: 0.0065 || Loss_b: 0.0584 || Cost Time: 15:35:32 || Estimated Time: 1:22:44 2020-11-04 01:39:48,048 Segmentron INFO: Epoch: 368/400 || Iters: 88/156 || Lr: 0.001042 || Loss: 0.0084 || Loss_b: 0.0594 || Cost Time: 15:35:42 || Estimated Time: 1:22:34 2020-11-04 01:39:57,223 Segmentron INFO: Epoch: 368/400 || Iters: 98/156 || Lr: 0.001041 || Loss: 0.0052 || Loss_b: 0.0563 || Cost Time: 15:35:52 || Estimated Time: 1:22:24 2020-11-04 01:40:06,082 Segmentron INFO: Epoch: 368/400 || Iters: 108/156 || Lr: 0.001039 || Loss: 0.0058 || Loss_b: 0.0581 || Cost Time: 15:36:00 || Estimated Time: 1:22:14 2020-11-04 01:40:18,106 Segmentron INFO: Epoch: 368/400 || Iters: 118/156 || Lr: 0.001037 || Loss: 0.0076 || Loss_b: 0.0581 || Cost Time: 15:36:13 || Estimated Time: 1:22:05 2020-11-04 01:40:27,239 Segmentron INFO: Epoch: 368/400 || Iters: 128/156 || Lr: 0.001035 || Loss: 0.0053 || Loss_b: 0.0578 || Cost Time: 15:36:22 || Estimated Time: 1:21:55 2020-11-04 01:40:38,610 Segmentron INFO: Epoch: 368/400 || Iters: 138/156 || Lr: 0.001033 || Loss: 0.0043 || Loss_b: 0.0554 || Cost Time: 15:36:33 || Estimated Time: 1:21:45 2020-11-04 01:40:48,254 Segmentron INFO: Epoch: 368/400 || Iters: 148/156 || Lr: 0.001031 || Loss: 0.0064 || Loss_b: 0.0619 || Cost Time: 15:36:43 || Estimated Time: 1:21:35 2020-11-04 01:40:56,706 Segmentron INFO: Epoch 368 model saved in: workdir/a2-2-3-400e/368.pth 2020-11-04 01:40:58,411 Segmentron INFO: Epoch: 369/400 || Iters: 2/156 || Lr: 0.001029 || Loss: 0.0066 || Loss_b: 0.0613 || Cost Time: 15:36:53 || Estimated Time: 1:21:25 2020-11-04 01:41:06,919 Segmentron INFO: Epoch: 369/400 || Iters: 12/156 || Lr: 0.001028 || Loss: 0.0070 || Loss_b: 0.0593 || Cost Time: 15:37:01 || Estimated Time: 1:21:16 2020-11-04 01:41:18,517 Segmentron INFO: Epoch: 369/400 || Iters: 22/156 || Lr: 0.001026 || Loss: 0.0062 || Loss_b: 0.0549 || Cost Time: 15:37:13 || Estimated Time: 1:21:06 2020-11-04 01:41:27,638 Segmentron INFO: Epoch: 369/400 || Iters: 32/156 || Lr: 0.001024 || Loss: 0.0040 || Loss_b: 0.0573 || Cost Time: 15:37:22 || Estimated Time: 1:20:56 2020-11-04 01:41:37,342 Segmentron INFO: Epoch: 369/400 || Iters: 42/156 || Lr: 0.001022 || Loss: 0.0076 || Loss_b: 0.0616 || Cost Time: 15:37:32 || Estimated Time: 1:20:46 2020-11-04 01:41:47,103 Segmentron INFO: Epoch: 369/400 || Iters: 52/156 || Lr: 0.001020 || Loss: 0.0054 || Loss_b: 0.0594 || Cost Time: 15:37:41 || Estimated Time: 1:20:37 2020-11-04 01:41:56,016 Segmentron INFO: Epoch: 369/400 || Iters: 62/156 || Lr: 0.001018 || Loss: 0.0057 || Loss_b: 0.0560 || Cost Time: 15:37:50 || Estimated Time: 1:20:27 2020-11-04 01:42:06,385 Segmentron INFO: Epoch: 369/400 || Iters: 72/156 || Lr: 0.001016 || Loss: 0.0055 || Loss_b: 0.0536 || Cost Time: 15:38:01 || Estimated Time: 1:20:17 2020-11-04 01:42:17,067 Segmentron INFO: Epoch: 369/400 || Iters: 82/156 || Lr: 0.001015 || Loss: 0.0101 || Loss_b: 0.0626 || Cost Time: 15:38:11 || Estimated Time: 1:20:07 2020-11-04 01:42:26,666 Segmentron INFO: Epoch: 369/400 || Iters: 92/156 || Lr: 0.001013 || Loss: 0.0054 || Loss_b: 0.0556 || Cost Time: 15:38:21 || Estimated Time: 1:19:57 2020-11-04 01:42:35,417 Segmentron INFO: Epoch: 369/400 || Iters: 102/156 || Lr: 0.001011 || Loss: 0.0044 || Loss_b: 0.3765 || Cost Time: 15:38:30 || Estimated Time: 1:19:47 2020-11-04 01:42:44,522 Segmentron INFO: Epoch: 369/400 || Iters: 112/156 || Lr: 0.001009 || Loss: 0.0096 || Loss_b: 0.1071 || Cost Time: 15:38:39 || Estimated Time: 1:19:38 2020-11-04 01:42:53,403 Segmentron INFO: Epoch: 369/400 || Iters: 122/156 || Lr: 0.001007 || Loss: 0.0055 || Loss_b: 0.0644 || Cost Time: 15:38:48 || Estimated Time: 1:19:28 2020-11-04 01:43:03,490 Segmentron INFO: Epoch: 369/400 || Iters: 132/156 || Lr: 0.001005 || Loss: 0.0065 || Loss_b: 0.0629 || Cost Time: 15:38:58 || Estimated Time: 1:19:18 2020-11-04 01:43:13,912 Segmentron INFO: Epoch: 369/400 || Iters: 142/156 || Lr: 0.001003 || Loss: 0.0056 || Loss_b: 0.0647 || Cost Time: 15:39:08 || Estimated Time: 1:19:08 2020-11-04 01:43:24,720 Segmentron INFO: Epoch: 369/400 || Iters: 152/156 || Lr: 0.001002 || Loss: 0.0215 || Loss_b: 0.0649 || Cost Time: 15:39:19 || Estimated Time: 1:18:59 2020-11-04 01:43:28,848 Segmentron INFO: Epoch 369 model saved in: workdir/a2-2-3-400e/369.pth 2020-11-04 01:43:33,896 Segmentron INFO: Epoch: 370/400 || Iters: 6/156 || Lr: 0.001000 || Loss: 0.0074 || Loss_b: 0.0587 || Cost Time: 15:39:28 || Estimated Time: 1:18:49 2020-11-04 01:43:44,066 Segmentron INFO: Epoch: 370/400 || Iters: 16/156 || Lr: 0.000998 || Loss: 0.0055 || Loss_b: 0.0605 || Cost Time: 15:39:38 || Estimated Time: 1:18:39 2020-11-04 01:43:54,652 Segmentron INFO: Epoch: 370/400 || Iters: 26/156 || Lr: 0.000996 || Loss: 0.0085 || Loss_b: 0.0574 || Cost Time: 15:39:49 || Estimated Time: 1:18:29 2020-11-04 01:44:04,986 Segmentron INFO: Epoch: 370/400 || Iters: 36/156 || Lr: 0.000994 || Loss: 0.0067 || Loss_b: 0.0543 || Cost Time: 15:39:59 || Estimated Time: 1:18:19 2020-11-04 01:44:14,417 Segmentron INFO: Epoch: 370/400 || Iters: 46/156 || Lr: 0.000992 || Loss: 0.0086 || Loss_b: 0.0688 || Cost Time: 15:40:09 || Estimated Time: 1:18:10 2020-11-04 01:44:24,289 Segmentron INFO: Epoch: 370/400 || Iters: 56/156 || Lr: 0.000990 || Loss: 0.0048 || Loss_b: 0.0545 || Cost Time: 15:40:19 || Estimated Time: 1:18:00 2020-11-04 01:44:34,341 Segmentron INFO: Epoch: 370/400 || Iters: 66/156 || Lr: 0.000989 || Loss: 0.0050 || Loss_b: 0.0542 || Cost Time: 15:40:29 || Estimated Time: 1:17:50 2020-11-04 01:44:43,238 Segmentron INFO: Epoch: 370/400 || Iters: 76/156 || Lr: 0.000987 || Loss: 0.0075 || Loss_b: 0.0586 || Cost Time: 15:40:38 || Estimated Time: 1:17:40 2020-11-04 01:44:52,050 Segmentron INFO: Epoch: 370/400 || Iters: 86/156 || Lr: 0.000985 || Loss: 0.0058 || Loss_b: 0.0549 || Cost Time: 15:40:46 || Estimated Time: 1:17:30 2020-11-04 01:45:01,676 Segmentron INFO: Epoch: 370/400 || Iters: 96/156 || Lr: 0.000983 || Loss: 0.0047 || Loss_b: 0.0562 || Cost Time: 15:40:56 || Estimated Time: 1:17:21 2020-11-04 01:45:13,172 Segmentron INFO: Epoch: 370/400 || Iters: 106/156 || Lr: 0.000981 || Loss: 0.0077 || Loss_b: 0.0575 || Cost Time: 15:41:08 || Estimated Time: 1:17:11 2020-11-04 01:45:22,449 Segmentron INFO: Epoch: 370/400 || Iters: 116/156 || Lr: 0.000979 || Loss: 0.0062 || Loss_b: 0.0543 || Cost Time: 15:41:17 || Estimated Time: 1:17:01 2020-11-04 01:45:32,876 Segmentron INFO: Epoch: 370/400 || Iters: 126/156 || Lr: 0.000977 || Loss: 0.0090 || Loss_b: 0.0594 || Cost Time: 15:41:27 || Estimated Time: 1:16:51 2020-11-04 01:45:41,733 Segmentron INFO: Epoch: 370/400 || Iters: 136/156 || Lr: 0.000975 || Loss: 0.0101 || Loss_b: 0.0797 || Cost Time: 15:41:36 || Estimated Time: 1:16:41 2020-11-04 01:45:53,191 Segmentron INFO: Epoch: 370/400 || Iters: 146/156 || Lr: 0.000974 || Loss: 0.0080 || Loss_b: 0.0615 || Cost Time: 15:41:48 || Estimated Time: 1:16:32 2020-11-04 01:46:02,131 Segmentron INFO: Epoch: 370/400 || Iters: 0/156 || Lr: 0.000972 || Loss: 0.0057 || Loss_b: 0.0609 || Cost Time: 15:41:57 || Estimated Time: 1:16:22 2020-11-04 01:46:02,894 Segmentron INFO: Epoch 370 model saved in: workdir/a2-2-3-400e/370.pth 2020-11-04 01:46:12,412 Segmentron INFO: Epoch: 371/400 || Iters: 10/156 || Lr: 0.000970 || Loss: 0.0076 || Loss_b: 0.0572 || Cost Time: 15:42:07 || Estimated Time: 1:16:12 2020-11-04 01:46:21,989 Segmentron INFO: Epoch: 371/400 || Iters: 20/156 || Lr: 0.000968 || Loss: 0.0058 || Loss_b: 0.0582 || Cost Time: 15:42:16 || Estimated Time: 1:16:02 2020-11-04 01:46:33,542 Segmentron INFO: Epoch: 371/400 || Iters: 30/156 || Lr: 0.000966 || Loss: 0.0048 || Loss_b: 0.0544 || Cost Time: 15:42:28 || Estimated Time: 1:15:53 2020-11-04 01:46:41,686 Segmentron INFO: Epoch: 371/400 || Iters: 40/156 || Lr: 0.000964 || Loss: 0.0070 || Loss_b: 0.0567 || Cost Time: 15:42:36 || Estimated Time: 1:15:43 2020-11-04 01:46:51,948 Segmentron INFO: Epoch: 371/400 || Iters: 50/156 || Lr: 0.000962 || Loss: 0.0070 || Loss_b: 0.0607 || Cost Time: 15:42:46 || Estimated Time: 1:15:33 2020-11-04 01:47:00,719 Segmentron INFO: Epoch: 371/400 || Iters: 60/156 || Lr: 0.000961 || Loss: 0.0058 || Loss_b: 0.0536 || Cost Time: 15:42:55 || Estimated Time: 1:15:23 2020-11-04 01:47:09,772 Segmentron INFO: Epoch: 371/400 || Iters: 70/156 || Lr: 0.000959 || Loss: 0.0083 || Loss_b: 0.0629 || Cost Time: 15:43:04 || Estimated Time: 1:15:13 2020-11-04 01:47:19,440 Segmentron INFO: Epoch: 371/400 || Iters: 80/156 || Lr: 0.000957 || Loss: 0.0048 || Loss_b: 0.0550 || Cost Time: 15:43:14 || Estimated Time: 1:15:04 2020-11-04 01:47:28,821 Segmentron INFO: Epoch: 371/400 || Iters: 90/156 || Lr: 0.000955 || Loss: 0.0055 || Loss_b: 0.0576 || Cost Time: 15:43:23 || Estimated Time: 1:14:54 2020-11-04 01:47:39,456 Segmentron INFO: Epoch: 371/400 || Iters: 100/156 || Lr: 0.000953 || Loss: 0.0071 || Loss_b: 0.0574 || Cost Time: 15:43:34 || Estimated Time: 1:14:44 2020-11-04 01:47:51,029 Segmentron INFO: Epoch: 371/400 || Iters: 110/156 || Lr: 0.000951 || Loss: 0.0049 || Loss_b: 0.0557 || Cost Time: 15:43:45 || Estimated Time: 1:14:34 2020-11-04 01:47:59,410 Segmentron INFO: Epoch: 371/400 || Iters: 120/156 || Lr: 0.000949 || Loss: 0.0077 || Loss_b: 0.0581 || Cost Time: 15:43:54 || Estimated Time: 1:14:24 2020-11-04 01:48:10,239 Segmentron INFO: Epoch: 371/400 || Iters: 130/156 || Lr: 0.000947 || Loss: 0.0080 || Loss_b: 0.0607 || Cost Time: 15:44:05 || Estimated Time: 1:14:15 2020-11-04 01:48:19,073 Segmentron INFO: Epoch: 371/400 || Iters: 140/156 || Lr: 0.000946 || Loss: 0.0064 || Loss_b: 0.0572 || Cost Time: 15:44:13 || Estimated Time: 1:14:05 2020-11-04 01:48:28,287 Segmentron INFO: Epoch: 371/400 || Iters: 150/156 || Lr: 0.000944 || Loss: 0.0050 || Loss_b: 0.0543 || Cost Time: 15:44:23 || Estimated Time: 1:13:55 2020-11-04 01:48:34,487 Segmentron INFO: Epoch 371 model saved in: workdir/a2-2-3-400e/371.pth 2020-11-04 01:48:42,623 Segmentron INFO: Epoch: 372/400 || Iters: 4/156 || Lr: 0.000942 || Loss: 0.0057 || Loss_b: 0.0578 || Cost Time: 15:44:37 || Estimated Time: 1:13:46 2020-11-04 01:48:50,233 Segmentron INFO: Epoch: 372/400 || Iters: 14/156 || Lr: 0.000940 || Loss: 0.0081 || Loss_b: 0.0615 || Cost Time: 15:44:45 || Estimated Time: 1:13:36 2020-11-04 01:48:59,049 Segmentron INFO: Epoch: 372/400 || Iters: 24/156 || Lr: 0.000938 || Loss: 0.0051 || Loss_b: 0.0702 || Cost Time: 15:44:53 || Estimated Time: 1:13:26 2020-11-04 01:49:07,751 Segmentron INFO: Epoch: 372/400 || Iters: 34/156 || Lr: 0.000936 || Loss: 0.0070 || Loss_b: 0.0654 || Cost Time: 15:45:02 || Estimated Time: 1:13:16 2020-11-04 01:49:18,426 Segmentron INFO: Epoch: 372/400 || Iters: 44/156 || Lr: 0.000934 || Loss: 0.0062 || Loss_b: 0.0590 || Cost Time: 15:45:13 || Estimated Time: 1:13:06 2020-11-04 01:49:27,609 Segmentron INFO: Epoch: 372/400 || Iters: 54/156 || Lr: 0.000932 || Loss: 0.0059 || Loss_b: 0.0545 || Cost Time: 15:45:22 || Estimated Time: 1:12:56 2020-11-04 01:49:38,286 Segmentron INFO: Epoch: 372/400 || Iters: 64/156 || Lr: 0.000931 || Loss: 0.0053 || Loss_b: 0.0532 || Cost Time: 15:45:33 || Estimated Time: 1:12:47 2020-11-04 01:49:48,127 Segmentron INFO: Epoch: 372/400 || Iters: 74/156 || Lr: 0.000929 || Loss: 0.0080 || Loss_b: 0.0666 || Cost Time: 15:45:43 || Estimated Time: 1:12:37 2020-11-04 01:49:56,907 Segmentron INFO: Epoch: 372/400 || Iters: 84/156 || Lr: 0.000927 || Loss: 0.0049 || Loss_b: 0.0556 || Cost Time: 15:45:51 || Estimated Time: 1:12:27 2020-11-04 01:50:06,196 Segmentron INFO: Epoch: 372/400 || Iters: 94/156 || Lr: 0.000925 || Loss: 0.0059 || Loss_b: 0.0558 || Cost Time: 15:46:01 || Estimated Time: 1:12:17 2020-11-04 01:50:15,365 Segmentron INFO: Epoch: 372/400 || Iters: 104/156 || Lr: 0.000923 || Loss: 0.0073 || Loss_b: 0.0566 || Cost Time: 15:46:10 || Estimated Time: 1:12:07 2020-11-04 01:50:25,887 Segmentron INFO: Epoch: 372/400 || Iters: 114/156 || Lr: 0.000921 || Loss: 0.0077 || Loss_b: 0.0600 || Cost Time: 15:46:20 || Estimated Time: 1:11:58 2020-11-04 01:50:35,579 Segmentron INFO: Epoch: 372/400 || Iters: 124/156 || Lr: 0.000919 || Loss: 0.0043 || Loss_b: 0.0545 || Cost Time: 15:46:30 || Estimated Time: 1:11:48 2020-11-04 01:50:46,962 Segmentron INFO: Epoch: 372/400 || Iters: 134/156 || Lr: 0.000917 || Loss: 0.0053 || Loss_b: 0.0559 || Cost Time: 15:46:41 || Estimated Time: 1:11:38 2020-11-04 01:50:56,189 Segmentron INFO: Epoch: 372/400 || Iters: 144/156 || Lr: 0.000916 || Loss: 0.0056 || Loss_b: 0.0588 || Cost Time: 15:46:51 || Estimated Time: 1:11:28 2020-11-04 01:51:05,589 Segmentron INFO: Epoch: 372/400 || Iters: 154/156 || Lr: 0.000914 || Loss: 0.0039 || Loss_b: 0.0553 || Cost Time: 15:47:00 || Estimated Time: 1:11:18 2020-11-04 01:51:07,989 Segmentron INFO: Epoch 372 model saved in: workdir/a2-2-3-400e/372.pth 2020-11-04 01:51:15,551 Segmentron INFO: Epoch: 373/400 || Iters: 8/156 || Lr: 0.000912 || Loss: 0.0061 || Loss_b: 0.0545 || Cost Time: 15:47:10 || Estimated Time: 1:11:09 2020-11-04 01:51:25,704 Segmentron INFO: Epoch: 373/400 || Iters: 18/156 || Lr: 0.000910 || Loss: 0.0050 || Loss_b: 0.0523 || Cost Time: 15:47:20 || Estimated Time: 1:10:59 2020-11-04 01:51:34,646 Segmentron INFO: Epoch: 373/400 || Iters: 28/156 || Lr: 0.000908 || Loss: 0.0056 || Loss_b: 0.0548 || Cost Time: 15:47:29 || Estimated Time: 1:10:49 2020-11-04 01:51:44,369 Segmentron INFO: Epoch: 373/400 || Iters: 38/156 || Lr: 0.000906 || Loss: 0.0059 || Loss_b: 0.0599 || Cost Time: 15:47:39 || Estimated Time: 1:10:39 2020-11-04 01:51:55,024 Segmentron INFO: Epoch: 373/400 || Iters: 48/156 || Lr: 0.000904 || Loss: 0.0056 || Loss_b: 0.0551 || Cost Time: 15:47:49 || Estimated Time: 1:10:29 2020-11-04 01:52:04,624 Segmentron INFO: Epoch: 373/400 || Iters: 58/156 || Lr: 0.000902 || Loss: 0.0067 || Loss_b: 0.0604 || Cost Time: 15:47:59 || Estimated Time: 1:10:20 2020-11-04 01:52:14,276 Segmentron INFO: Epoch: 373/400 || Iters: 68/156 || Lr: 0.000900 || Loss: 0.0068 || Loss_b: 0.0577 || Cost Time: 15:48:09 || Estimated Time: 1:10:10 2020-11-04 01:52:23,589 Segmentron INFO: Epoch: 373/400 || Iters: 78/156 || Lr: 0.000899 || Loss: 0.0070 || Loss_b: 0.0615 || Cost Time: 15:48:18 || Estimated Time: 1:10:00 2020-11-04 01:52:33,240 Segmentron INFO: Epoch: 373/400 || Iters: 88/156 || Lr: 0.000897 || Loss: 0.0054 || Loss_b: 0.0542 || Cost Time: 15:48:28 || Estimated Time: 1:09:50 2020-11-04 01:52:44,662 Segmentron INFO: Epoch: 373/400 || Iters: 98/156 || Lr: 0.000895 || Loss: 0.0042 || Loss_b: 0.0666 || Cost Time: 15:48:39 || Estimated Time: 1:09:41 2020-11-04 01:52:53,606 Segmentron INFO: Epoch: 373/400 || Iters: 108/156 || Lr: 0.000893 || Loss: 0.0059 || Loss_b: 0.0583 || Cost Time: 15:48:48 || Estimated Time: 1:09:31 2020-11-04 01:53:05,492 Segmentron INFO: Epoch: 373/400 || Iters: 118/156 || Lr: 0.000891 || Loss: 0.0060 || Loss_b: 0.0560 || Cost Time: 15:49:00 || Estimated Time: 1:09:21 2020-11-04 01:53:13,662 Segmentron INFO: Epoch: 373/400 || Iters: 128/156 || Lr: 0.000889 || Loss: 0.0078 || Loss_b: 0.0612 || Cost Time: 15:49:08 || Estimated Time: 1:09:11 2020-11-04 01:53:22,637 Segmentron INFO: Epoch: 373/400 || Iters: 138/156 || Lr: 0.000887 || Loss: 0.0056 || Loss_b: 0.0556 || Cost Time: 15:49:17 || Estimated Time: 1:09:01 2020-11-04 01:53:31,591 Segmentron INFO: Epoch: 373/400 || Iters: 148/156 || Lr: 0.000885 || Loss: 0.0098 || Loss_b: 0.0668 || Cost Time: 15:49:26 || Estimated Time: 1:08:51 2020-11-04 01:53:39,591 Segmentron INFO: Epoch 373 model saved in: workdir/a2-2-3-400e/373.pth 2020-11-04 01:53:41,346 Segmentron INFO: Epoch: 374/400 || Iters: 2/156 || Lr: 0.000883 || Loss: 0.0063 || Loss_b: 0.0567 || Cost Time: 15:49:36 || Estimated Time: 1:08:42 2020-11-04 01:53:50,917 Segmentron INFO: Epoch: 374/400 || Iters: 12/156 || Lr: 0.000882 || Loss: 0.0059 || Loss_b: 0.0532 || Cost Time: 15:49:45 || Estimated Time: 1:08:32 2020-11-04 01:54:00,733 Segmentron INFO: Epoch: 374/400 || Iters: 22/156 || Lr: 0.000880 || Loss: 0.0067 || Loss_b: 0.0589 || Cost Time: 15:49:55 || Estimated Time: 1:08:22 2020-11-04 01:54:10,921 Segmentron INFO: Epoch: 374/400 || Iters: 32/156 || Lr: 0.000878 || Loss: 0.0053 || Loss_b: 0.0583 || Cost Time: 15:50:05 || Estimated Time: 1:08:12 2020-11-04 01:54:20,371 Segmentron INFO: Epoch: 374/400 || Iters: 42/156 || Lr: 0.000876 || Loss: 0.0061 || Loss_b: 0.0567 || Cost Time: 15:50:15 || Estimated Time: 1:08:03 2020-11-04 01:54:29,731 Segmentron INFO: Epoch: 374/400 || Iters: 52/156 || Lr: 0.000874 || Loss: 0.0060 || Loss_b: 0.0557 || Cost Time: 15:50:24 || Estimated Time: 1:07:53 2020-11-04 01:54:39,958 Segmentron INFO: Epoch: 374/400 || Iters: 62/156 || Lr: 0.000872 || Loss: 0.0071 || Loss_b: 0.3992 || Cost Time: 15:50:34 || Estimated Time: 1:07:43 2020-11-04 01:54:50,552 Segmentron INFO: Epoch: 374/400 || Iters: 72/156 || Lr: 0.000870 || Loss: 0.0070 || Loss_b: 0.2016 || Cost Time: 15:50:45 || Estimated Time: 1:07:33 2020-11-04 01:54:59,272 Segmentron INFO: Epoch: 374/400 || Iters: 82/156 || Lr: 0.000868 || Loss: 0.0055 || Loss_b: 0.0930 || Cost Time: 15:50:54 || Estimated Time: 1:07:23 2020-11-04 01:55:13,042 Segmentron INFO: Epoch: 374/400 || Iters: 92/156 || Lr: 0.000866 || Loss: 0.0077 || Loss_b: 0.0643 || Cost Time: 15:51:07 || Estimated Time: 1:07:14 2020-11-04 01:55:21,050 Segmentron INFO: Epoch: 374/400 || Iters: 102/156 || Lr: 0.000865 || Loss: 0.0058 || Loss_b: 0.0609 || Cost Time: 15:51:15 || Estimated Time: 1:07:04 2020-11-04 01:55:29,935 Segmentron INFO: Epoch: 374/400 || Iters: 112/156 || Lr: 0.000863 || Loss: 0.0046 || Loss_b: 0.0543 || Cost Time: 15:51:24 || Estimated Time: 1:06:54 2020-11-04 01:55:38,483 Segmentron INFO: Epoch: 374/400 || Iters: 122/156 || Lr: 0.000861 || Loss: 0.0051 || Loss_b: 0.0563 || Cost Time: 15:51:33 || Estimated Time: 1:06:44 2020-11-04 01:55:50,907 Segmentron INFO: Epoch: 374/400 || Iters: 132/156 || Lr: 0.000859 || Loss: 0.0034 || Loss_b: 0.0546 || Cost Time: 15:51:45 || Estimated Time: 1:06:35 2020-11-04 01:56:02,739 Segmentron INFO: Epoch: 374/400 || Iters: 142/156 || Lr: 0.000857 || Loss: 0.0053 || Loss_b: 0.0558 || Cost Time: 15:51:57 || Estimated Time: 1:06:25 2020-11-04 01:56:12,466 Segmentron INFO: Epoch: 374/400 || Iters: 152/156 || Lr: 0.000855 || Loss: 0.0056 || Loss_b: 0.0549 || Cost Time: 15:52:07 || Estimated Time: 1:06:15 2020-11-04 01:56:16,141 Segmentron INFO: Epoch 374 model saved in: workdir/a2-2-3-400e/374.pth 2020-11-04 01:56:21,679 Segmentron INFO: Epoch: 375/400 || Iters: 6/156 || Lr: 0.000853 || Loss: 0.0065 || Loss_b: 0.0589 || Cost Time: 15:52:16 || Estimated Time: 1:06:05 2020-11-04 01:56:30,323 Segmentron INFO: Epoch: 375/400 || Iters: 16/156 || Lr: 0.000851 || Loss: 0.0045 || Loss_b: 0.0524 || Cost Time: 15:52:25 || Estimated Time: 1:05:55 2020-11-04 01:56:38,926 Segmentron INFO: Epoch: 375/400 || Iters: 26/156 || Lr: 0.000849 || Loss: 0.0068 || Loss_b: 0.0587 || Cost Time: 15:52:33 || Estimated Time: 1:05:46 2020-11-04 01:56:48,020 Segmentron INFO: Epoch: 375/400 || Iters: 36/156 || Lr: 0.000847 || Loss: 0.0062 || Loss_b: 0.0566 || Cost Time: 15:52:42 || Estimated Time: 1:05:36 2020-11-04 01:56:57,278 Segmentron INFO: Epoch: 375/400 || Iters: 46/156 || Lr: 0.000846 || Loss: 0.0070 || Loss_b: 0.0566 || Cost Time: 15:52:52 || Estimated Time: 1:05:26 2020-11-04 01:57:07,718 Segmentron INFO: Epoch: 375/400 || Iters: 56/156 || Lr: 0.000844 || Loss: 0.0052 || Loss_b: 0.0566 || Cost Time: 15:53:02 || Estimated Time: 1:05:16 2020-11-04 01:57:18,114 Segmentron INFO: Epoch: 375/400 || Iters: 66/156 || Lr: 0.000842 || Loss: 0.0054 || Loss_b: 0.0538 || Cost Time: 15:53:13 || Estimated Time: 1:05:06 2020-11-04 01:57:28,039 Segmentron INFO: Epoch: 375/400 || Iters: 76/156 || Lr: 0.000840 || Loss: 0.0070 || Loss_b: 0.0603 || Cost Time: 15:53:22 || Estimated Time: 1:04:57 2020-11-04 01:57:38,297 Segmentron INFO: Epoch: 375/400 || Iters: 86/156 || Lr: 0.000838 || Loss: 0.0080 || Loss_b: 0.0624 || Cost Time: 15:53:33 || Estimated Time: 1:04:47 2020-11-04 01:57:50,162 Segmentron INFO: Epoch: 375/400 || Iters: 96/156 || Lr: 0.000836 || Loss: 0.0054 || Loss_b: 0.0569 || Cost Time: 15:53:45 || Estimated Time: 1:04:37 2020-11-04 01:57:58,812 Segmentron INFO: Epoch: 375/400 || Iters: 106/156 || Lr: 0.000834 || Loss: 0.0050 || Loss_b: 0.0558 || Cost Time: 15:53:53 || Estimated Time: 1:04:27 2020-11-04 01:58:07,795 Segmentron INFO: Epoch: 375/400 || Iters: 116/156 || Lr: 0.000832 || Loss: 0.0060 || Loss_b: 0.0565 || Cost Time: 15:54:02 || Estimated Time: 1:04:17 2020-11-04 01:58:19,965 Segmentron INFO: Epoch: 375/400 || Iters: 126/156 || Lr: 0.000830 || Loss: 0.0049 || Loss_b: 0.0543 || Cost Time: 15:54:14 || Estimated Time: 1:04:08 2020-11-04 01:58:28,939 Segmentron INFO: Epoch: 375/400 || Iters: 136/156 || Lr: 0.000828 || Loss: 0.0047 || Loss_b: 0.0536 || Cost Time: 15:54:23 || Estimated Time: 1:03:58 2020-11-04 01:58:39,719 Segmentron INFO: Epoch: 375/400 || Iters: 146/156 || Lr: 0.000827 || Loss: 0.0052 || Loss_b: 0.2376 || Cost Time: 15:54:34 || Estimated Time: 1:03:48 2020-11-04 01:58:48,385 Segmentron INFO: Epoch: 375/400 || Iters: 0/156 || Lr: 0.000825 || Loss: 0.0046 || Loss_b: 0.0697 || Cost Time: 15:54:43 || Estimated Time: 1:03:38 2020-11-04 01:58:49,139 Segmentron INFO: Epoch 375 model saved in: workdir/a2-2-3-400e/375.pth 2020-11-04 01:58:58,558 Segmentron INFO: Epoch: 376/400 || Iters: 10/156 || Lr: 0.000823 || Loss: 0.0050 || Loss_b: 0.0603 || Cost Time: 15:54:53 || Estimated Time: 1:03:29 2020-11-04 01:59:07,551 Segmentron INFO: Epoch: 376/400 || Iters: 20/156 || Lr: 0.000821 || Loss: 0.0051 || Loss_b: 0.0659 || Cost Time: 15:55:02 || Estimated Time: 1:03:19 2020-11-04 01:59:16,465 Segmentron INFO: Epoch: 376/400 || Iters: 30/156 || Lr: 0.000819 || Loss: 0.0054 || Loss_b: 0.0558 || Cost Time: 15:55:11 || Estimated Time: 1:03:09 2020-11-04 01:59:25,469 Segmentron INFO: Epoch: 376/400 || Iters: 40/156 || Lr: 0.000817 || Loss: 0.0084 || Loss_b: 0.0605 || Cost Time: 15:55:20 || Estimated Time: 1:02:59 2020-11-04 01:59:34,784 Segmentron INFO: Epoch: 376/400 || Iters: 50/156 || Lr: 0.000815 || Loss: 0.0068 || Loss_b: 0.0566 || Cost Time: 15:55:29 || Estimated Time: 1:02:49 2020-11-04 01:59:44,724 Segmentron INFO: Epoch: 376/400 || Iters: 60/156 || Lr: 0.000813 || Loss: 0.0098 || Loss_b: 0.0614 || Cost Time: 15:55:39 || Estimated Time: 1:02:39 2020-11-04 01:59:57,815 Segmentron INFO: Epoch: 376/400 || Iters: 70/156 || Lr: 0.000811 || Loss: 0.0046 || Loss_b: 0.0563 || Cost Time: 15:55:52 || Estimated Time: 1:02:30 2020-11-04 02:00:07,668 Segmentron INFO: Epoch: 376/400 || Iters: 80/156 || Lr: 0.000809 || Loss: 0.0063 || Loss_b: 0.0568 || Cost Time: 15:56:02 || Estimated Time: 1:02:20 2020-11-04 02:00:16,803 Segmentron INFO: Epoch: 376/400 || Iters: 90/156 || Lr: 0.000808 || Loss: 0.0085 || Loss_b: 0.0624 || Cost Time: 15:56:11 || Estimated Time: 1:02:10 2020-11-04 02:00:27,038 Segmentron INFO: Epoch: 376/400 || Iters: 100/156 || Lr: 0.000806 || Loss: 0.0066 || Loss_b: 0.0596 || Cost Time: 15:56:21 || Estimated Time: 1:02:01 2020-11-04 02:00:35,717 Segmentron INFO: Epoch: 376/400 || Iters: 110/156 || Lr: 0.000804 || Loss: 0.0043 || Loss_b: 0.0550 || Cost Time: 15:56:30 || Estimated Time: 1:01:51 2020-11-04 02:00:44,646 Segmentron INFO: Epoch: 376/400 || Iters: 120/156 || Lr: 0.000802 || Loss: 0.0057 || Loss_b: 0.1557 || Cost Time: 15:56:39 || Estimated Time: 1:01:41 2020-11-04 02:00:54,768 Segmentron INFO: Epoch: 376/400 || Iters: 130/156 || Lr: 0.000800 || Loss: 0.0059 || Loss_b: 0.0635 || Cost Time: 15:56:49 || Estimated Time: 1:01:31 2020-11-04 02:01:04,576 Segmentron INFO: Epoch: 376/400 || Iters: 140/156 || Lr: 0.000798 || Loss: 0.0081 || Loss_b: 0.0734 || Cost Time: 15:56:59 || Estimated Time: 1:01:21 2020-11-04 02:01:14,233 Segmentron INFO: Epoch: 376/400 || Iters: 150/156 || Lr: 0.000796 || Loss: 0.0061 || Loss_b: 0.0621 || Cost Time: 15:57:09 || Estimated Time: 1:01:11 2020-11-04 02:01:20,872 Segmentron INFO: Epoch 376 model saved in: workdir/a2-2-3-400e/376.pth 2020-11-04 02:01:24,354 Segmentron INFO: Epoch: 377/400 || Iters: 4/156 || Lr: 0.000794 || Loss: 0.0049 || Loss_b: 0.0553 || Cost Time: 15:57:19 || Estimated Time: 1:01:02 2020-11-04 02:01:33,777 Segmentron INFO: Epoch: 377/400 || Iters: 14/156 || Lr: 0.000792 || Loss: 0.0052 || Loss_b: 0.0559 || Cost Time: 15:57:28 || Estimated Time: 1:00:52 2020-11-04 02:01:43,779 Segmentron INFO: Epoch: 377/400 || Iters: 24/156 || Lr: 0.000790 || Loss: 0.0067 || Loss_b: 0.0590 || Cost Time: 15:57:38 || Estimated Time: 1:00:42 2020-11-04 02:01:54,106 Segmentron INFO: Epoch: 377/400 || Iters: 34/156 || Lr: 0.000788 || Loss: 0.0062 || Loss_b: 0.0576 || Cost Time: 15:57:49 || Estimated Time: 1:00:32 2020-11-04 02:02:02,759 Segmentron INFO: Epoch: 377/400 || Iters: 44/156 || Lr: 0.000787 || Loss: 0.0066 || Loss_b: 0.0556 || Cost Time: 15:57:57 || Estimated Time: 1:00:22 2020-11-04 02:02:12,294 Segmentron INFO: Epoch: 377/400 || Iters: 54/156 || Lr: 0.000785 || Loss: 0.0041 || Loss_b: 0.0558 || Cost Time: 15:58:07 || Estimated Time: 1:00:13 2020-11-04 02:02:23,450 Segmentron INFO: Epoch: 377/400 || Iters: 64/156 || Lr: 0.000783 || Loss: 0.0079 || Loss_b: 0.0573 || Cost Time: 15:58:18 || Estimated Time: 1:00:03 2020-11-04 02:02:32,736 Segmentron INFO: Epoch: 377/400 || Iters: 74/156 || Lr: 0.000781 || Loss: 0.0052 || Loss_b: 0.0555 || Cost Time: 15:58:27 || Estimated Time: 0:59:53 2020-11-04 02:02:42,695 Segmentron INFO: Epoch: 377/400 || Iters: 84/156 || Lr: 0.000779 || Loss: 0.0105 || Loss_b: 0.0666 || Cost Time: 15:58:37 || Estimated Time: 0:59:43 2020-11-04 02:02:51,793 Segmentron INFO: Epoch: 377/400 || Iters: 94/156 || Lr: 0.000777 || Loss: 0.0053 || Loss_b: 0.0569 || Cost Time: 15:58:46 || Estimated Time: 0:59:33 2020-11-04 02:03:01,601 Segmentron INFO: Epoch: 377/400 || Iters: 104/156 || Lr: 0.000775 || Loss: 0.0108 || Loss_b: 0.0607 || Cost Time: 15:58:56 || Estimated Time: 0:59:24 2020-11-04 02:03:13,412 Segmentron INFO: Epoch: 377/400 || Iters: 114/156 || Lr: 0.000773 || Loss: 0.0046 || Loss_b: 0.0557 || Cost Time: 15:59:08 || Estimated Time: 0:59:14 2020-11-04 02:03:22,302 Segmentron INFO: Epoch: 377/400 || Iters: 124/156 || Lr: 0.000771 || Loss: 0.0098 || Loss_b: 0.0629 || Cost Time: 15:59:17 || Estimated Time: 0:59:04 2020-11-04 02:03:32,020 Segmentron INFO: Epoch: 377/400 || Iters: 134/156 || Lr: 0.000769 || Loss: 0.0060 || Loss_b: 0.2262 || Cost Time: 15:59:26 || Estimated Time: 0:58:54 2020-11-04 02:03:40,917 Segmentron INFO: Epoch: 377/400 || Iters: 144/156 || Lr: 0.000767 || Loss: 0.0057 || Loss_b: 0.0783 || Cost Time: 15:59:35 || Estimated Time: 0:58:45 2020-11-04 02:03:50,654 Segmentron INFO: Epoch: 377/400 || Iters: 154/156 || Lr: 0.000765 || Loss: 0.0049 || Loss_b: 0.0620 || Cost Time: 15:59:45 || Estimated Time: 0:58:35 2020-11-04 02:03:53,472 Segmentron INFO: Epoch 377 model saved in: workdir/a2-2-3-400e/377.pth 2020-11-04 02:04:00,879 Segmentron INFO: Epoch: 378/400 || Iters: 8/156 || Lr: 0.000764 || Loss: 0.0067 || Loss_b: 0.0652 || Cost Time: 15:59:55 || Estimated Time: 0:58:25 2020-11-04 02:04:09,749 Segmentron INFO: Epoch: 378/400 || Iters: 18/156 || Lr: 0.000762 || Loss: 0.0036 || Loss_b: 0.0534 || Cost Time: 16:00:04 || Estimated Time: 0:58:15 2020-11-04 02:04:19,570 Segmentron INFO: Epoch: 378/400 || Iters: 28/156 || Lr: 0.000760 || Loss: 0.0061 || Loss_b: 0.0577 || Cost Time: 16:00:14 || Estimated Time: 0:58:05 2020-11-04 02:04:29,407 Segmentron INFO: Epoch: 378/400 || Iters: 38/156 || Lr: 0.000758 || Loss: 0.0056 || Loss_b: 0.3510 || Cost Time: 16:00:24 || Estimated Time: 0:57:56 2020-11-04 02:04:40,586 Segmentron INFO: Epoch: 378/400 || Iters: 48/156 || Lr: 0.000756 || Loss: 0.0043 || Loss_b: 0.1627 || Cost Time: 16:00:35 || Estimated Time: 0:57:46 2020-11-04 02:04:49,714 Segmentron INFO: Epoch: 378/400 || Iters: 58/156 || Lr: 0.000754 || Loss: 0.0053 || Loss_b: 0.0960 || Cost Time: 16:00:44 || Estimated Time: 0:57:36 2020-11-04 02:05:01,767 Segmentron INFO: Epoch: 378/400 || Iters: 68/156 || Lr: 0.000752 || Loss: 0.0054 || Loss_b: 0.0519 || Cost Time: 16:00:56 || Estimated Time: 0:57:26 2020-11-04 02:05:10,178 Segmentron INFO: Epoch: 378/400 || Iters: 78/156 || Lr: 0.000750 || Loss: 0.0064 || Loss_b: 0.0602 || Cost Time: 16:01:05 || Estimated Time: 0:57:16 2020-11-04 02:05:20,715 Segmentron INFO: Epoch: 378/400 || Iters: 88/156 || Lr: 0.000748 || Loss: 0.0048 || Loss_b: 0.0569 || Cost Time: 16:01:15 || Estimated Time: 0:57:07 2020-11-04 02:05:29,438 Segmentron INFO: Epoch: 378/400 || Iters: 98/156 || Lr: 0.000746 || Loss: 0.0069 || Loss_b: 0.0570 || Cost Time: 16:01:24 || Estimated Time: 0:56:57 2020-11-04 02:05:39,820 Segmentron INFO: Epoch: 378/400 || Iters: 108/156 || Lr: 0.000744 || Loss: 0.0064 || Loss_b: 0.0607 || Cost Time: 16:01:34 || Estimated Time: 0:56:47 2020-11-04 02:05:49,825 Segmentron INFO: Epoch: 378/400 || Iters: 118/156 || Lr: 0.000742 || Loss: 0.0047 || Loss_b: 0.0544 || Cost Time: 16:01:44 || Estimated Time: 0:56:37 2020-11-04 02:05:58,552 Segmentron INFO: Epoch: 378/400 || Iters: 128/156 || Lr: 0.000740 || Loss: 0.0056 || Loss_b: 0.0575 || Cost Time: 16:01:53 || Estimated Time: 0:56:27 2020-11-04 02:06:08,900 Segmentron INFO: Epoch: 378/400 || Iters: 138/156 || Lr: 0.000739 || Loss: 0.0072 || Loss_b: 0.0568 || Cost Time: 16:02:03 || Estimated Time: 0:56:18 2020-11-04 02:06:18,446 Segmentron INFO: Epoch: 378/400 || Iters: 148/156 || Lr: 0.000737 || Loss: 0.0052 || Loss_b: 0.0536 || Cost Time: 16:02:13 || Estimated Time: 0:56:08 2020-11-04 02:06:26,884 Segmentron INFO: Epoch 378 model saved in: workdir/a2-2-3-400e/378.pth 2020-11-04 02:06:28,516 Segmentron INFO: Epoch: 379/400 || Iters: 2/156 || Lr: 0.000735 || Loss: 0.0062 || Loss_b: 0.0573 || Cost Time: 16:02:23 || Estimated Time: 0:55:58 2020-11-04 02:06:39,325 Segmentron INFO: Epoch: 379/400 || Iters: 12/156 || Lr: 0.000733 || Loss: 0.0052 || Loss_b: 0.0546 || Cost Time: 16:02:34 || Estimated Time: 0:55:48 2020-11-04 02:06:49,819 Segmentron INFO: Epoch: 379/400 || Iters: 22/156 || Lr: 0.000731 || Loss: 0.0097 || Loss_b: 0.0610 || Cost Time: 16:02:44 || Estimated Time: 0:55:39 2020-11-04 02:06:58,381 Segmentron INFO: Epoch: 379/400 || Iters: 32/156 || Lr: 0.000729 || Loss: 0.0063 || Loss_b: 0.0573 || Cost Time: 16:02:53 || Estimated Time: 0:55:29 2020-11-04 02:07:06,870 Segmentron INFO: Epoch: 379/400 || Iters: 42/156 || Lr: 0.000727 || Loss: 0.0070 || Loss_b: 0.0554 || Cost Time: 16:03:01 || Estimated Time: 0:55:19 2020-11-04 02:07:18,850 Segmentron INFO: Epoch: 379/400 || Iters: 52/156 || Lr: 0.000725 || Loss: 0.0039 || Loss_b: 0.0536 || Cost Time: 16:03:13 || Estimated Time: 0:55:09 2020-11-04 02:07:28,217 Segmentron INFO: Epoch: 379/400 || Iters: 62/156 || Lr: 0.000723 || Loss: 0.0056 || Loss_b: 0.0574 || Cost Time: 16:03:23 || Estimated Time: 0:54:59 2020-11-04 02:07:36,741 Segmentron INFO: Epoch: 379/400 || Iters: 72/156 || Lr: 0.000721 || Loss: 0.0052 || Loss_b: 0.0594 || Cost Time: 16:03:31 || Estimated Time: 0:54:50 2020-11-04 02:07:46,193 Segmentron INFO: Epoch: 379/400 || Iters: 82/156 || Lr: 0.000719 || Loss: 0.0049 || Loss_b: 0.0575 || Cost Time: 16:03:41 || Estimated Time: 0:54:40 2020-11-04 02:07:56,436 Segmentron INFO: Epoch: 379/400 || Iters: 92/156 || Lr: 0.000717 || Loss: 0.0052 || Loss_b: 0.0542 || Cost Time: 16:03:51 || Estimated Time: 0:54:30 2020-11-04 02:08:06,075 Segmentron INFO: Epoch: 379/400 || Iters: 102/156 || Lr: 0.000715 || Loss: 0.0053 || Loss_b: 0.0569 || Cost Time: 16:04:00 || Estimated Time: 0:54:20 2020-11-04 02:08:17,109 Segmentron INFO: Epoch: 379/400 || Iters: 112/156 || Lr: 0.000713 || Loss: 0.0049 || Loss_b: 0.0532 || Cost Time: 16:04:12 || Estimated Time: 0:54:10 2020-11-04 02:08:26,865 Segmentron INFO: Epoch: 379/400 || Iters: 122/156 || Lr: 0.000712 || Loss: 0.0041 || Loss_b: 0.0553 || Cost Time: 16:04:21 || Estimated Time: 0:54:01 2020-11-04 02:08:36,806 Segmentron INFO: Epoch: 379/400 || Iters: 132/156 || Lr: 0.000710 || Loss: 0.0039 || Loss_b: 0.0537 || Cost Time: 16:04:31 || Estimated Time: 0:53:51 2020-11-04 02:08:45,551 Segmentron INFO: Epoch: 379/400 || Iters: 142/156 || Lr: 0.000708 || Loss: 0.0054 || Loss_b: 0.0578 || Cost Time: 16:04:40 || Estimated Time: 0:53:41 2020-11-04 02:08:54,400 Segmentron INFO: Epoch: 379/400 || Iters: 152/156 || Lr: 0.000706 || Loss: 0.0057 || Loss_b: 0.0573 || Cost Time: 16:04:49 || Estimated Time: 0:53:31 2020-11-04 02:09:00,004 Segmentron INFO: Epoch 379 model saved in: workdir/a2-2-3-400e/379.pth 2020-11-04 02:09:05,391 Segmentron INFO: Epoch: 380/400 || Iters: 6/156 || Lr: 0.000704 || Loss: 0.0058 || Loss_b: 0.0719 || Cost Time: 16:05:00 || Estimated Time: 0:53:21 2020-11-04 02:09:15,669 Segmentron INFO: Epoch: 380/400 || Iters: 16/156 || Lr: 0.000702 || Loss: 0.0087 || Loss_b: 0.0716 || Cost Time: 16:05:10 || Estimated Time: 0:53:12 2020-11-04 02:09:26,287 Segmentron INFO: Epoch: 380/400 || Iters: 26/156 || Lr: 0.000700 || Loss: 0.0069 || Loss_b: 0.0590 || Cost Time: 16:05:21 || Estimated Time: 0:53:02 2020-11-04 02:09:35,166 Segmentron INFO: Epoch: 380/400 || Iters: 36/156 || Lr: 0.000698 || Loss: 0.0095 || Loss_b: 0.0588 || Cost Time: 16:05:30 || Estimated Time: 0:52:52 2020-11-04 02:09:44,216 Segmentron INFO: Epoch: 380/400 || Iters: 46/156 || Lr: 0.000696 || Loss: 0.0100 || Loss_b: 0.1803 || Cost Time: 16:05:39 || Estimated Time: 0:52:42 2020-11-04 02:09:55,046 Segmentron INFO: Epoch: 380/400 || Iters: 56/156 || Lr: 0.000694 || Loss: 0.0048 || Loss_b: 0.1048 || Cost Time: 16:05:49 || Estimated Time: 0:52:33 2020-11-04 02:10:03,780 Segmentron INFO: Epoch: 380/400 || Iters: 66/156 || Lr: 0.000692 || Loss: 0.0068 || Loss_b: 0.0593 || Cost Time: 16:05:58 || Estimated Time: 0:52:23 2020-11-04 02:10:13,937 Segmentron INFO: Epoch: 380/400 || Iters: 76/156 || Lr: 0.000690 || Loss: 0.0061 || Loss_b: 0.0587 || Cost Time: 16:06:08 || Estimated Time: 0:52:13 2020-11-04 02:10:24,665 Segmentron INFO: Epoch: 380/400 || Iters: 86/156 || Lr: 0.000688 || Loss: 0.0071 || Loss_b: 0.0576 || Cost Time: 16:06:19 || Estimated Time: 0:52:03 2020-11-04 02:10:33,164 Segmentron INFO: Epoch: 380/400 || Iters: 96/156 || Lr: 0.000686 || Loss: 0.0074 || Loss_b: 0.0587 || Cost Time: 16:06:28 || Estimated Time: 0:51:53 2020-11-04 02:10:42,952 Segmentron INFO: Epoch: 380/400 || Iters: 106/156 || Lr: 0.000684 || Loss: 0.0046 || Loss_b: 0.0591 || Cost Time: 16:06:37 || Estimated Time: 0:51:44 2020-11-04 02:10:54,071 Segmentron INFO: Epoch: 380/400 || Iters: 116/156 || Lr: 0.000682 || Loss: 0.0063 || Loss_b: 0.0544 || Cost Time: 16:06:48 || Estimated Time: 0:51:34 2020-11-04 02:11:04,187 Segmentron INFO: Epoch: 380/400 || Iters: 126/156 || Lr: 0.000680 || Loss: 0.0046 || Loss_b: 0.0550 || Cost Time: 16:06:59 || Estimated Time: 0:51:24 2020-11-04 02:11:13,494 Segmentron INFO: Epoch: 380/400 || Iters: 136/156 || Lr: 0.000679 || Loss: 0.0055 || Loss_b: 0.0556 || Cost Time: 16:07:08 || Estimated Time: 0:51:14 2020-11-04 02:11:22,543 Segmentron INFO: Epoch: 380/400 || Iters: 146/156 || Lr: 0.000677 || Loss: 0.0081 || Loss_b: 0.0607 || Cost Time: 16:07:17 || Estimated Time: 0:51:04 2020-11-04 02:11:32,575 Segmentron INFO: Epoch: 380/400 || Iters: 0/156 || Lr: 0.000675 || Loss: 0.0057 || Loss_b: 0.0545 || Cost Time: 16:07:27 || Estimated Time: 0:50:55 2020-11-04 02:11:33,307 Segmentron INFO: Epoch 380 model saved in: workdir/a2-2-3-400e/380.pth 2020-11-04 02:11:42,024 Segmentron INFO: Epoch: 381/400 || Iters: 10/156 || Lr: 0.000673 || Loss: 0.0080 || Loss_b: 0.0564 || Cost Time: 16:07:36 || Estimated Time: 0:50:45 2020-11-04 02:11:50,990 Segmentron INFO: Epoch: 381/400 || Iters: 20/156 || Lr: 0.000671 || Loss: 0.0089 || Loss_b: 0.0597 || Cost Time: 16:07:45 || Estimated Time: 0:50:35 2020-11-04 02:12:03,812 Segmentron INFO: Epoch: 381/400 || Iters: 30/156 || Lr: 0.000669 || Loss: 0.0061 || Loss_b: 0.0543 || Cost Time: 16:07:58 || Estimated Time: 0:50:25 2020-11-04 02:12:12,632 Segmentron INFO: Epoch: 381/400 || Iters: 40/156 || Lr: 0.000667 || Loss: 0.0054 || Loss_b: 0.0570 || Cost Time: 16:08:07 || Estimated Time: 0:50:16 2020-11-04 02:12:21,156 Segmentron INFO: Epoch: 381/400 || Iters: 50/156 || Lr: 0.000665 || Loss: 0.0072 || Loss_b: 0.0602 || Cost Time: 16:08:16 || Estimated Time: 0:50:06 2020-11-04 02:12:33,390 Segmentron INFO: Epoch: 381/400 || Iters: 60/156 || Lr: 0.000663 || Loss: 0.0059 || Loss_b: 0.0556 || Cost Time: 16:08:28 || Estimated Time: 0:49:56 2020-11-04 02:12:41,379 Segmentron INFO: Epoch: 381/400 || Iters: 70/156 || Lr: 0.000661 || Loss: 0.0046 || Loss_b: 0.0550 || Cost Time: 16:08:36 || Estimated Time: 0:49:46 2020-11-04 02:12:52,434 Segmentron INFO: Epoch: 381/400 || Iters: 80/156 || Lr: 0.000659 || Loss: 0.0049 || Loss_b: 0.0509 || Cost Time: 16:08:47 || Estimated Time: 0:49:36 2020-11-04 02:13:01,697 Segmentron INFO: Epoch: 381/400 || Iters: 90/156 || Lr: 0.000657 || Loss: 0.0082 || Loss_b: 0.0626 || Cost Time: 16:08:56 || Estimated Time: 0:49:27 2020-11-04 02:13:11,177 Segmentron INFO: Epoch: 381/400 || Iters: 100/156 || Lr: 0.000655 || Loss: 0.0067 || Loss_b: 0.0568 || Cost Time: 16:09:06 || Estimated Time: 0:49:17 2020-11-04 02:13:25,149 Segmentron INFO: Epoch: 381/400 || Iters: 110/156 || Lr: 0.000653 || Loss: 0.0057 || Loss_b: 0.0541 || Cost Time: 16:09:20 || Estimated Time: 0:49:07 2020-11-04 02:13:31,970 Segmentron INFO: Epoch: 381/400 || Iters: 120/156 || Lr: 0.000651 || Loss: 0.0063 || Loss_b: 0.0643 || Cost Time: 16:09:26 || Estimated Time: 0:48:57 2020-11-04 02:13:41,145 Segmentron INFO: Epoch: 381/400 || Iters: 130/156 || Lr: 0.000649 || Loss: 0.0071 || Loss_b: 0.0653 || Cost Time: 16:09:36 || Estimated Time: 0:48:47 2020-11-04 02:13:50,455 Segmentron INFO: Epoch: 381/400 || Iters: 140/156 || Lr: 0.000647 || Loss: 0.0073 || Loss_b: 0.0605 || Cost Time: 16:09:45 || Estimated Time: 0:48:38 2020-11-04 02:13:59,078 Segmentron INFO: Epoch: 381/400 || Iters: 150/156 || Lr: 0.000645 || Loss: 0.0082 || Loss_b: 0.0647 || Cost Time: 16:09:53 || Estimated Time: 0:48:28 2020-11-04 02:14:06,699 Segmentron INFO: Epoch 381 model saved in: workdir/a2-2-3-400e/381.pth 2020-11-04 02:14:13,668 Segmentron INFO: Epoch: 382/400 || Iters: 4/156 || Lr: 0.000643 || Loss: 0.0065 || Loss_b: 0.0564 || Cost Time: 16:10:08 || Estimated Time: 0:48:18 2020-11-04 02:14:21,134 Segmentron INFO: Epoch: 382/400 || Iters: 14/156 || Lr: 0.000641 || Loss: 0.0067 || Loss_b: 0.0557 || Cost Time: 16:10:16 || Estimated Time: 0:48:08 2020-11-04 02:14:31,817 Segmentron INFO: Epoch: 382/400 || Iters: 24/156 || Lr: 0.000640 || Loss: 0.0043 || Loss_b: 0.0560 || Cost Time: 16:10:26 || Estimated Time: 0:47:59 2020-11-04 02:14:41,568 Segmentron INFO: Epoch: 382/400 || Iters: 34/156 || Lr: 0.000638 || Loss: 0.0069 || Loss_b: 0.0552 || Cost Time: 16:10:36 || Estimated Time: 0:47:49 2020-11-04 02:14:50,438 Segmentron INFO: Epoch: 382/400 || Iters: 44/156 || Lr: 0.000636 || Loss: 0.0047 || Loss_b: 0.0546 || Cost Time: 16:10:45 || Estimated Time: 0:47:39 2020-11-04 02:15:00,709 Segmentron INFO: Epoch: 382/400 || Iters: 54/156 || Lr: 0.000634 || Loss: 0.0061 || Loss_b: 0.0585 || Cost Time: 16:10:55 || Estimated Time: 0:47:29 2020-11-04 02:15:11,251 Segmentron INFO: Epoch: 382/400 || Iters: 64/156 || Lr: 0.000632 || Loss: 0.0092 || Loss_b: 0.0594 || Cost Time: 16:11:06 || Estimated Time: 0:47:19 2020-11-04 02:15:20,343 Segmentron INFO: Epoch: 382/400 || Iters: 74/156 || Lr: 0.000630 || Loss: 0.0093 || Loss_b: 0.0620 || Cost Time: 16:11:15 || Estimated Time: 0:47:10 2020-11-04 02:15:29,273 Segmentron INFO: Epoch: 382/400 || Iters: 84/156 || Lr: 0.000628 || Loss: 0.0046 || Loss_b: 0.0549 || Cost Time: 16:11:24 || Estimated Time: 0:47:00 2020-11-04 02:15:38,241 Segmentron INFO: Epoch: 382/400 || Iters: 94/156 || Lr: 0.000626 || Loss: 0.0045 || Loss_b: 0.0534 || Cost Time: 16:11:33 || Estimated Time: 0:46:50 2020-11-04 02:15:48,137 Segmentron INFO: Epoch: 382/400 || Iters: 104/156 || Lr: 0.000624 || Loss: 0.0058 || Loss_b: 0.0547 || Cost Time: 16:11:43 || Estimated Time: 0:46:40 2020-11-04 02:15:58,263 Segmentron INFO: Epoch: 382/400 || Iters: 114/156 || Lr: 0.000622 || Loss: 0.0042 || Loss_b: 0.0536 || Cost Time: 16:11:53 || Estimated Time: 0:46:30 2020-11-04 02:16:10,534 Segmentron INFO: Epoch: 382/400 || Iters: 124/156 || Lr: 0.000620 || Loss: 0.0104 || Loss_b: 0.0645 || Cost Time: 16:12:05 || Estimated Time: 0:46:21 2020-11-04 02:16:19,726 Segmentron INFO: Epoch: 382/400 || Iters: 134/156 || Lr: 0.000618 || Loss: 0.0065 || Loss_b: 0.0604 || Cost Time: 16:12:14 || Estimated Time: 0:46:11 2020-11-04 02:16:29,109 Segmentron INFO: Epoch: 382/400 || Iters: 144/156 || Lr: 0.000616 || Loss: 0.0068 || Loss_b: 0.0588 || Cost Time: 16:12:24 || Estimated Time: 0:46:01 2020-11-04 02:16:37,714 Segmentron INFO: Epoch: 382/400 || Iters: 154/156 || Lr: 0.000614 || Loss: 0.0083 || Loss_b: 0.0609 || Cost Time: 16:12:32 || Estimated Time: 0:45:51 2020-11-04 02:16:40,915 Segmentron INFO: Epoch 382 model saved in: workdir/a2-2-3-400e/382.pth 2020-11-04 02:16:47,600 Segmentron INFO: Epoch: 383/400 || Iters: 8/156 || Lr: 0.000612 || Loss: 0.0056 || Loss_b: 0.0615 || Cost Time: 16:12:42 || Estimated Time: 0:45:41 2020-11-04 02:16:57,869 Segmentron INFO: Epoch: 383/400 || Iters: 18/156 || Lr: 0.000610 || Loss: 0.0079 || Loss_b: 0.0619 || Cost Time: 16:12:52 || Estimated Time: 0:45:32 2020-11-04 02:17:07,215 Segmentron INFO: Epoch: 383/400 || Iters: 28/156 || Lr: 0.000608 || Loss: 0.0054 || Loss_b: 0.0558 || Cost Time: 16:13:02 || Estimated Time: 0:45:22 2020-11-04 02:17:17,315 Segmentron INFO: Epoch: 383/400 || Iters: 38/156 || Lr: 0.000606 || Loss: 0.0044 || Loss_b: 0.0563 || Cost Time: 16:13:12 || Estimated Time: 0:45:12 2020-11-04 02:17:26,952 Segmentron INFO: Epoch: 383/400 || Iters: 48/156 || Lr: 0.000604 || Loss: 0.0048 || Loss_b: 0.0545 || Cost Time: 16:13:21 || Estimated Time: 0:45:02 2020-11-04 02:17:36,634 Segmentron INFO: Epoch: 383/400 || Iters: 58/156 || Lr: 0.000602 || Loss: 0.0065 || Loss_b: 0.0561 || Cost Time: 16:13:31 || Estimated Time: 0:44:52 2020-11-04 02:17:45,471 Segmentron INFO: Epoch: 383/400 || Iters: 68/156 || Lr: 0.000600 || Loss: 0.0069 || Loss_b: 0.0623 || Cost Time: 16:13:40 || Estimated Time: 0:44:43 2020-11-04 02:17:56,961 Segmentron INFO: Epoch: 383/400 || Iters: 78/156 || Lr: 0.000598 || Loss: 0.0048 || Loss_b: 0.0578 || Cost Time: 16:13:51 || Estimated Time: 0:44:33 2020-11-04 02:18:06,133 Segmentron INFO: Epoch: 383/400 || Iters: 88/156 || Lr: 0.000596 || Loss: 0.0066 || Loss_b: 0.0560 || Cost Time: 16:14:01 || Estimated Time: 0:44:23 2020-11-04 02:18:15,186 Segmentron INFO: Epoch: 383/400 || Iters: 98/156 || Lr: 0.000594 || Loss: 0.0061 || Loss_b: 0.0569 || Cost Time: 16:14:10 || Estimated Time: 0:44:13 2020-11-04 02:18:24,750 Segmentron INFO: Epoch: 383/400 || Iters: 108/156 || Lr: 0.000592 || Loss: 0.0118 || Loss_b: 0.0604 || Cost Time: 16:14:19 || Estimated Time: 0:44:03 2020-11-04 02:18:35,117 Segmentron INFO: Epoch: 383/400 || Iters: 118/156 || Lr: 0.000590 || Loss: 0.0053 || Loss_b: 0.0544 || Cost Time: 16:14:30 || Estimated Time: 0:43:54 2020-11-04 02:18:45,997 Segmentron INFO: Epoch: 383/400 || Iters: 128/156 || Lr: 0.000588 || Loss: 0.0050 || Loss_b: 0.0543 || Cost Time: 16:14:40 || Estimated Time: 0:43:44 2020-11-04 02:18:54,759 Segmentron INFO: Epoch: 383/400 || Iters: 138/156 || Lr: 0.000586 || Loss: 0.0054 || Loss_b: 0.0542 || Cost Time: 16:14:49 || Estimated Time: 0:43:34 2020-11-04 02:19:05,863 Segmentron INFO: Epoch: 383/400 || Iters: 148/156 || Lr: 0.000584 || Loss: 0.0056 || Loss_b: 0.0572 || Cost Time: 16:15:00 || Estimated Time: 0:43:24 2020-11-04 02:19:15,383 Segmentron INFO: Epoch 383 model saved in: workdir/a2-2-3-400e/383.pth 2020-11-04 02:19:16,879 Segmentron INFO: Epoch: 384/400 || Iters: 2/156 || Lr: 0.000582 || Loss: 0.0067 || Loss_b: 0.1481 || Cost Time: 16:15:11 || Estimated Time: 0:43:15 2020-11-04 02:19:25,546 Segmentron INFO: Epoch: 384/400 || Iters: 12/156 || Lr: 0.000580 || Loss: 0.0069 || Loss_b: 0.0661 || Cost Time: 16:15:20 || Estimated Time: 0:43:05 2020-11-04 02:19:34,609 Segmentron INFO: Epoch: 384/400 || Iters: 22/156 || Lr: 0.000578 || Loss: 0.0054 || Loss_b: 0.0799 || Cost Time: 16:15:29 || Estimated Time: 0:42:55 2020-11-04 02:19:44,349 Segmentron INFO: Epoch: 384/400 || Iters: 32/156 || Lr: 0.000577 || Loss: 0.0047 || Loss_b: 0.0695 || Cost Time: 16:15:39 || Estimated Time: 0:42:45 2020-11-04 02:19:56,028 Segmentron INFO: Epoch: 384/400 || Iters: 42/156 || Lr: 0.000575 || Loss: 0.0086 || Loss_b: 0.0618 || Cost Time: 16:15:50 || Estimated Time: 0:42:35 2020-11-04 02:20:05,372 Segmentron INFO: Epoch: 384/400 || Iters: 52/156 || Lr: 0.000573 || Loss: 0.0082 || Loss_b: 0.0573 || Cost Time: 16:16:00 || Estimated Time: 0:42:26 2020-11-04 02:20:15,371 Segmentron INFO: Epoch: 384/400 || Iters: 62/156 || Lr: 0.000571 || Loss: 0.0082 || Loss_b: 0.0644 || Cost Time: 16:16:10 || Estimated Time: 0:42:16 2020-11-04 02:20:25,142 Segmentron INFO: Epoch: 384/400 || Iters: 72/156 || Lr: 0.000569 || Loss: 0.0064 || Loss_b: 0.0596 || Cost Time: 16:16:20 || Estimated Time: 0:42:06 2020-11-04 02:20:33,752 Segmentron INFO: Epoch: 384/400 || Iters: 82/156 || Lr: 0.000567 || Loss: 0.0057 || Loss_b: 0.0846 || Cost Time: 16:16:28 || Estimated Time: 0:41:56 2020-11-04 02:20:43,836 Segmentron INFO: Epoch: 384/400 || Iters: 92/156 || Lr: 0.000565 || Loss: 0.0079 || Loss_b: 0.0633 || Cost Time: 16:16:38 || Estimated Time: 0:41:46 2020-11-04 02:20:53,253 Segmentron INFO: Epoch: 384/400 || Iters: 102/156 || Lr: 0.000563 || Loss: 0.0041 || Loss_b: 0.0539 || Cost Time: 16:16:48 || Estimated Time: 0:41:37 2020-11-04 02:21:02,003 Segmentron INFO: Epoch: 384/400 || Iters: 112/156 || Lr: 0.000561 || Loss: 0.0050 || Loss_b: 0.0542 || Cost Time: 16:16:56 || Estimated Time: 0:41:27 2020-11-04 02:21:11,797 Segmentron INFO: Epoch: 384/400 || Iters: 122/156 || Lr: 0.000559 || Loss: 0.0044 || Loss_b: 0.0551 || Cost Time: 16:17:06 || Estimated Time: 0:41:17 2020-11-04 02:21:21,287 Segmentron INFO: Epoch: 384/400 || Iters: 132/156 || Lr: 0.000557 || Loss: 0.0053 || Loss_b: 0.0536 || Cost Time: 16:17:16 || Estimated Time: 0:41:07 2020-11-04 02:21:31,669 Segmentron INFO: Epoch: 384/400 || Iters: 142/156 || Lr: 0.000555 || Loss: 0.0050 || Loss_b: 0.0548 || Cost Time: 16:17:26 || Estimated Time: 0:40:57 2020-11-04 02:21:40,612 Segmentron INFO: Epoch: 384/400 || Iters: 152/156 || Lr: 0.000553 || Loss: 0.0047 || Loss_b: 0.0543 || Cost Time: 16:17:35 || Estimated Time: 0:40:48 2020-11-04 02:21:44,886 Segmentron INFO: Epoch 384 model saved in: workdir/a2-2-3-400e/384.pth 2020-11-04 02:21:50,404 Segmentron INFO: Epoch: 385/400 || Iters: 6/156 || Lr: 0.000551 || Loss: 0.0056 || Loss_b: 0.0565 || Cost Time: 16:17:45 || Estimated Time: 0:40:38 2020-11-04 02:21:59,788 Segmentron INFO: Epoch: 385/400 || Iters: 16/156 || Lr: 0.000549 || Loss: 0.0072 || Loss_b: 0.0548 || Cost Time: 16:17:54 || Estimated Time: 0:40:28 2020-11-04 02:22:10,311 Segmentron INFO: Epoch: 385/400 || Iters: 26/156 || Lr: 0.000547 || Loss: 0.0055 || Loss_b: 0.0534 || Cost Time: 16:18:05 || Estimated Time: 0:40:18 2020-11-04 02:22:19,527 Segmentron INFO: Epoch: 385/400 || Iters: 36/156 || Lr: 0.000545 || Loss: 0.0064 || Loss_b: 0.0569 || Cost Time: 16:18:14 || Estimated Time: 0:40:08 2020-11-04 02:22:30,841 Segmentron INFO: Epoch: 385/400 || Iters: 46/156 || Lr: 0.000543 || Loss: 0.0027 || Loss_b: 0.0529 || Cost Time: 16:18:25 || Estimated Time: 0:39:59 2020-11-04 02:22:41,170 Segmentron INFO: Epoch: 385/400 || Iters: 56/156 || Lr: 0.000541 || Loss: 0.0071 || Loss_b: 0.0553 || Cost Time: 16:18:36 || Estimated Time: 0:39:49 2020-11-04 02:22:50,010 Segmentron INFO: Epoch: 385/400 || Iters: 66/156 || Lr: 0.000539 || Loss: 0.0058 || Loss_b: 0.0588 || Cost Time: 16:18:44 || Estimated Time: 0:39:39 2020-11-04 02:22:58,956 Segmentron INFO: Epoch: 385/400 || Iters: 76/156 || Lr: 0.000537 || Loss: 0.0052 || Loss_b: 0.0561 || Cost Time: 16:18:53 || Estimated Time: 0:39:29 2020-11-04 02:23:08,141 Segmentron INFO: Epoch: 385/400 || Iters: 86/156 || Lr: 0.000535 || Loss: 0.0094 || Loss_b: 0.0667 || Cost Time: 16:19:03 || Estimated Time: 0:39:19 2020-11-04 02:23:19,300 Segmentron INFO: Epoch: 385/400 || Iters: 96/156 || Lr: 0.000533 || Loss: 0.0073 || Loss_b: 0.0578 || Cost Time: 16:19:14 || Estimated Time: 0:39:10 2020-11-04 02:23:29,168 Segmentron INFO: Epoch: 385/400 || Iters: 106/156 || Lr: 0.000531 || Loss: 0.0050 || Loss_b: 0.0564 || Cost Time: 16:19:24 || Estimated Time: 0:39:00 2020-11-04 02:23:38,301 Segmentron INFO: Epoch: 385/400 || Iters: 116/156 || Lr: 0.000529 || Loss: 0.0052 || Loss_b: 0.0593 || Cost Time: 16:19:33 || Estimated Time: 0:38:50 2020-11-04 02:23:47,934 Segmentron INFO: Epoch: 385/400 || Iters: 126/156 || Lr: 0.000527 || Loss: 0.0080 || Loss_b: 0.0626 || Cost Time: 16:19:42 || Estimated Time: 0:38:40 2020-11-04 02:23:59,018 Segmentron INFO: Epoch: 385/400 || Iters: 136/156 || Lr: 0.000525 || Loss: 0.0033 || Loss_b: 0.0548 || Cost Time: 16:19:53 || Estimated Time: 0:38:31 2020-11-04 02:24:08,296 Segmentron INFO: Epoch: 385/400 || Iters: 146/156 || Lr: 0.000523 || Loss: 0.0039 || Loss_b: 0.0551 || Cost Time: 16:20:03 || Estimated Time: 0:38:21 2020-11-04 02:24:19,168 Segmentron INFO: Epoch: 385/400 || Iters: 0/156 || Lr: 0.000521 || Loss: 0.0064 || Loss_b: 0.0605 || Cost Time: 16:20:14 || Estimated Time: 0:38:11 2020-11-04 02:24:20,135 Segmentron INFO: Epoch 385 model saved in: workdir/a2-2-3-400e/385.pth 2020-11-04 02:24:28,637 Segmentron INFO: Epoch: 386/400 || Iters: 10/156 || Lr: 0.000519 || Loss: 0.0071 || Loss_b: 0.0565 || Cost Time: 16:20:23 || Estimated Time: 0:38:01 2020-11-04 02:24:38,229 Segmentron INFO: Epoch: 386/400 || Iters: 20/156 || Lr: 0.000517 || Loss: 0.0076 || Loss_b: 0.0598 || Cost Time: 16:20:33 || Estimated Time: 0:37:51 2020-11-04 02:24:49,001 Segmentron INFO: Epoch: 386/400 || Iters: 30/156 || Lr: 0.000515 || Loss: 0.0055 || Loss_b: 0.0540 || Cost Time: 16:20:43 || Estimated Time: 0:37:42 2020-11-04 02:24:59,275 Segmentron INFO: Epoch: 386/400 || Iters: 40/156 || Lr: 0.000513 || Loss: 0.0069 || Loss_b: 0.0594 || Cost Time: 16:20:54 || Estimated Time: 0:37:32 2020-11-04 02:25:08,290 Segmentron INFO: Epoch: 386/400 || Iters: 50/156 || Lr: 0.000511 || Loss: 0.0054 || Loss_b: 0.0586 || Cost Time: 16:21:03 || Estimated Time: 0:37:22 2020-11-04 02:25:18,161 Segmentron INFO: Epoch: 386/400 || Iters: 60/156 || Lr: 0.000509 || Loss: 0.0121 || Loss_b: 0.0641 || Cost Time: 16:21:13 || Estimated Time: 0:37:12 2020-11-04 02:25:28,206 Segmentron INFO: Epoch: 386/400 || Iters: 70/156 || Lr: 0.000507 || Loss: 0.0038 || Loss_b: 0.0554 || Cost Time: 16:21:23 || Estimated Time: 0:37:02 2020-11-04 02:25:38,082 Segmentron INFO: Epoch: 386/400 || Iters: 80/156 || Lr: 0.000505 || Loss: 0.0062 || Loss_b: 0.0608 || Cost Time: 16:21:32 || Estimated Time: 0:36:53 2020-11-04 02:25:46,454 Segmentron INFO: Epoch: 386/400 || Iters: 90/156 || Lr: 0.000503 || Loss: 0.0060 || Loss_b: 0.0577 || Cost Time: 16:21:41 || Estimated Time: 0:36:43 2020-11-04 02:25:58,499 Segmentron INFO: Epoch: 386/400 || Iters: 100/156 || Lr: 0.000501 || Loss: 0.0051 || Loss_b: 0.0572 || Cost Time: 16:21:53 || Estimated Time: 0:36:33 2020-11-04 02:26:08,089 Segmentron INFO: Epoch: 386/400 || Iters: 110/156 || Lr: 0.000499 || Loss: 0.0055 || Loss_b: 0.0569 || Cost Time: 16:22:02 || Estimated Time: 0:36:23 2020-11-04 02:26:16,997 Segmentron INFO: Epoch: 386/400 || Iters: 120/156 || Lr: 0.000497 || Loss: 0.0070 || Loss_b: 0.0549 || Cost Time: 16:22:11 || Estimated Time: 0:36:13 2020-11-04 02:26:26,690 Segmentron INFO: Epoch: 386/400 || Iters: 130/156 || Lr: 0.000495 || Loss: 0.0058 || Loss_b: 0.0550 || Cost Time: 16:22:21 || Estimated Time: 0:36:04 2020-11-04 02:26:36,501 Segmentron INFO: Epoch: 386/400 || Iters: 140/156 || Lr: 0.000493 || Loss: 0.0054 || Loss_b: 0.0572 || Cost Time: 16:22:31 || Estimated Time: 0:35:54 2020-11-04 02:26:45,591 Segmentron INFO: Epoch: 386/400 || Iters: 150/156 || Lr: 0.000491 || Loss: 0.0076 || Loss_b: 0.0592 || Cost Time: 16:22:40 || Estimated Time: 0:35:44 2020-11-04 02:26:54,081 Segmentron INFO: Epoch 386 model saved in: workdir/a2-2-3-400e/386.pth 2020-11-04 02:26:56,908 Segmentron INFO: Epoch: 387/400 || Iters: 4/156 || Lr: 0.000489 || Loss: 0.0046 || Loss_b: 0.0571 || Cost Time: 16:22:51 || Estimated Time: 0:35:34 2020-11-04 02:27:06,514 Segmentron INFO: Epoch: 387/400 || Iters: 14/156 || Lr: 0.000487 || Loss: 0.0064 || Loss_b: 0.0562 || Cost Time: 16:23:01 || Estimated Time: 0:35:25 2020-11-04 02:27:15,800 Segmentron INFO: Epoch: 387/400 || Iters: 24/156 || Lr: 0.000485 || Loss: 0.0045 || Loss_b: 0.0524 || Cost Time: 16:23:10 || Estimated Time: 0:35:15 2020-11-04 02:27:25,633 Segmentron INFO: Epoch: 387/400 || Iters: 34/156 || Lr: 0.000483 || Loss: 0.0073 || Loss_b: 0.0628 || Cost Time: 16:23:20 || Estimated Time: 0:35:05 2020-11-04 02:27:34,482 Segmentron INFO: Epoch: 387/400 || Iters: 44/156 || Lr: 0.000481 || Loss: 0.0050 || Loss_b: 0.0584 || Cost Time: 16:23:29 || Estimated Time: 0:34:55 2020-11-04 02:27:46,877 Segmentron INFO: Epoch: 387/400 || Iters: 54/156 || Lr: 0.000478 || Loss: 0.0062 || Loss_b: 0.0649 || Cost Time: 16:23:41 || Estimated Time: 0:34:45 2020-11-04 02:27:55,246 Segmentron INFO: Epoch: 387/400 || Iters: 64/156 || Lr: 0.000476 || Loss: 0.0053 || Loss_b: 0.0537 || Cost Time: 16:23:50 || Estimated Time: 0:34:36 2020-11-04 02:28:04,108 Segmentron INFO: Epoch: 387/400 || Iters: 74/156 || Lr: 0.000474 || Loss: 0.0045 || Loss_b: 0.0560 || Cost Time: 16:23:59 || Estimated Time: 0:34:26 2020-11-04 02:28:14,129 Segmentron INFO: Epoch: 387/400 || Iters: 84/156 || Lr: 0.000472 || Loss: 0.0049 || Loss_b: 0.0552 || Cost Time: 16:24:09 || Estimated Time: 0:34:16 2020-11-04 02:28:22,897 Segmentron INFO: Epoch: 387/400 || Iters: 94/156 || Lr: 0.000470 || Loss: 0.0058 || Loss_b: 0.0565 || Cost Time: 16:24:17 || Estimated Time: 0:34:06 2020-11-04 02:28:33,916 Segmentron INFO: Epoch: 387/400 || Iters: 104/156 || Lr: 0.000468 || Loss: 0.0052 || Loss_b: 0.0562 || Cost Time: 16:24:28 || Estimated Time: 0:33:56 2020-11-04 02:28:43,242 Segmentron INFO: Epoch: 387/400 || Iters: 114/156 || Lr: 0.000466 || Loss: 0.0058 || Loss_b: 0.0574 || Cost Time: 16:24:38 || Estimated Time: 0:33:47 2020-11-04 02:28:52,027 Segmentron INFO: Epoch: 387/400 || Iters: 124/156 || Lr: 0.000464 || Loss: 0.0050 || Loss_b: 0.0541 || Cost Time: 16:24:46 || Estimated Time: 0:33:37 2020-11-04 02:29:00,934 Segmentron INFO: Epoch: 387/400 || Iters: 134/156 || Lr: 0.000462 || Loss: 0.0053 || Loss_b: 0.0554 || Cost Time: 16:24:55 || Estimated Time: 0:33:27 2020-11-04 02:29:12,369 Segmentron INFO: Epoch: 387/400 || Iters: 144/156 || Lr: 0.000460 || Loss: 0.0079 || Loss_b: 0.0585 || Cost Time: 16:25:07 || Estimated Time: 0:33:17 2020-11-04 02:29:23,184 Segmentron INFO: Epoch: 387/400 || Iters: 154/156 || Lr: 0.000458 || Loss: 0.0040 || Loss_b: 0.0568 || Cost Time: 16:25:18 || Estimated Time: 0:33:07 2020-11-04 02:29:25,425 Segmentron INFO: Epoch 387 model saved in: workdir/a2-2-3-400e/387.pth 2020-11-04 02:29:32,360 Segmentron INFO: Epoch: 388/400 || Iters: 8/156 || Lr: 0.000456 || Loss: 0.0078 || Loss_b: 0.0598 || Cost Time: 16:25:27 || Estimated Time: 0:32:58 2020-11-04 02:29:41,080 Segmentron INFO: Epoch: 388/400 || Iters: 18/156 || Lr: 0.000454 || Loss: 0.0064 || Loss_b: 0.0595 || Cost Time: 16:25:35 || Estimated Time: 0:32:48 2020-11-04 02:29:50,861 Segmentron INFO: Epoch: 388/400 || Iters: 28/156 || Lr: 0.000452 || Loss: 0.0048 || Loss_b: 0.0532 || Cost Time: 16:25:45 || Estimated Time: 0:32:38 2020-11-04 02:29:59,771 Segmentron INFO: Epoch: 388/400 || Iters: 38/156 || Lr: 0.000450 || Loss: 0.0050 || Loss_b: 0.0563 || Cost Time: 16:25:54 || Estimated Time: 0:32:28 2020-11-04 02:30:11,845 Segmentron INFO: Epoch: 388/400 || Iters: 48/156 || Lr: 0.000448 || Loss: 0.0074 || Loss_b: 0.0622 || Cost Time: 16:26:06 || Estimated Time: 0:32:18 2020-11-04 02:30:20,110 Segmentron INFO: Epoch: 388/400 || Iters: 58/156 || Lr: 0.000446 || Loss: 0.0057 || Loss_b: 0.0553 || Cost Time: 16:26:15 || Estimated Time: 0:32:09 2020-11-04 02:30:30,538 Segmentron INFO: Epoch: 388/400 || Iters: 68/156 || Lr: 0.000444 || Loss: 0.0046 || Loss_b: 0.0558 || Cost Time: 16:26:25 || Estimated Time: 0:31:59 2020-11-04 02:30:40,077 Segmentron INFO: Epoch: 388/400 || Iters: 78/156 || Lr: 0.000442 || Loss: 0.0066 || Loss_b: 0.0548 || Cost Time: 16:26:34 || Estimated Time: 0:31:49 2020-11-04 02:30:49,364 Segmentron INFO: Epoch: 388/400 || Iters: 88/156 || Lr: 0.000440 || Loss: 0.0047 || Loss_b: 0.0553 || Cost Time: 16:26:44 || Estimated Time: 0:31:39 2020-11-04 02:31:00,312 Segmentron INFO: Epoch: 388/400 || Iters: 98/156 || Lr: 0.000438 || Loss: 0.0065 || Loss_b: 0.0555 || Cost Time: 16:26:55 || Estimated Time: 0:31:29 2020-11-04 02:31:10,818 Segmentron INFO: Epoch: 388/400 || Iters: 108/156 || Lr: 0.000436 || Loss: 0.0044 || Loss_b: 0.0537 || Cost Time: 16:27:05 || Estimated Time: 0:31:20 2020-11-04 02:31:20,620 Segmentron INFO: Epoch: 388/400 || Iters: 118/156 || Lr: 0.000434 || Loss: 0.0055 || Loss_b: 0.0558 || Cost Time: 16:27:15 || Estimated Time: 0:31:10 2020-11-04 02:31:30,460 Segmentron INFO: Epoch: 388/400 || Iters: 128/156 || Lr: 0.000432 || Loss: 0.0072 || Loss_b: 0.0597 || Cost Time: 16:27:25 || Estimated Time: 0:31:00 2020-11-04 02:31:40,292 Segmentron INFO: Epoch: 388/400 || Iters: 138/156 || Lr: 0.000430 || Loss: 0.0061 || Loss_b: 0.0574 || Cost Time: 16:27:35 || Estimated Time: 0:30:50 2020-11-04 02:31:49,303 Segmentron INFO: Epoch: 388/400 || Iters: 148/156 || Lr: 0.000428 || Loss: 0.0036 || Loss_b: 0.0526 || Cost Time: 16:27:44 || Estimated Time: 0:30:40 2020-11-04 02:31:57,786 Segmentron INFO: Epoch 388 model saved in: workdir/a2-2-3-400e/388.pth 2020-11-04 02:31:59,536 Segmentron INFO: Epoch: 389/400 || Iters: 2/156 || Lr: 0.000426 || Loss: 0.0055 || Loss_b: 0.0549 || Cost Time: 16:27:54 || Estimated Time: 0:30:31 2020-11-04 02:32:08,940 Segmentron INFO: Epoch: 389/400 || Iters: 12/156 || Lr: 0.000424 || Loss: 0.0058 || Loss_b: 0.0577 || Cost Time: 16:28:03 || Estimated Time: 0:30:21 2020-11-04 02:32:17,386 Segmentron INFO: Epoch: 389/400 || Iters: 22/156 || Lr: 0.000421 || Loss: 0.0040 || Loss_b: 0.0777 || Cost Time: 16:28:12 || Estimated Time: 0:30:11 2020-11-04 02:32:26,784 Segmentron INFO: Epoch: 389/400 || Iters: 32/156 || Lr: 0.000419 || Loss: 0.0061 || Loss_b: 0.0642 || Cost Time: 16:28:21 || Estimated Time: 0:30:01 2020-11-04 02:32:37,556 Segmentron INFO: Epoch: 389/400 || Iters: 42/156 || Lr: 0.000417 || Loss: 0.0097 || Loss_b: 0.0650 || Cost Time: 16:28:32 || Estimated Time: 0:29:52 2020-11-04 02:32:48,013 Segmentron INFO: Epoch: 389/400 || Iters: 52/156 || Lr: 0.000415 || Loss: 0.0062 || Loss_b: 0.0614 || Cost Time: 16:28:42 || Estimated Time: 0:29:42 2020-11-04 02:33:00,349 Segmentron INFO: Epoch: 389/400 || Iters: 62/156 || Lr: 0.000413 || Loss: 0.0061 || Loss_b: 0.0568 || Cost Time: 16:28:55 || Estimated Time: 0:29:32 2020-11-04 02:33:09,733 Segmentron INFO: Epoch: 389/400 || Iters: 72/156 || Lr: 0.000411 || Loss: 0.0071 || Loss_b: 0.0576 || Cost Time: 16:29:04 || Estimated Time: 0:29:22 2020-11-04 02:33:18,084 Segmentron INFO: Epoch: 389/400 || Iters: 82/156 || Lr: 0.000409 || Loss: 0.0065 || Loss_b: 0.0607 || Cost Time: 16:29:12 || Estimated Time: 0:29:12 2020-11-04 02:33:28,363 Segmentron INFO: Epoch: 389/400 || Iters: 92/156 || Lr: 0.000407 || Loss: 0.0051 || Loss_b: 0.0573 || Cost Time: 16:29:23 || Estimated Time: 0:29:03 2020-11-04 02:33:37,221 Segmentron INFO: Epoch: 389/400 || Iters: 102/156 || Lr: 0.000405 || Loss: 0.0060 || Loss_b: 0.0570 || Cost Time: 16:29:32 || Estimated Time: 0:28:53 2020-11-04 02:33:46,290 Segmentron INFO: Epoch: 389/400 || Iters: 112/156 || Lr: 0.000403 || Loss: 0.0051 || Loss_b: 0.0549 || Cost Time: 16:29:41 || Estimated Time: 0:28:43 2020-11-04 02:33:55,440 Segmentron INFO: Epoch: 389/400 || Iters: 122/156 || Lr: 0.000401 || Loss: 0.0041 || Loss_b: 0.0546 || Cost Time: 16:29:50 || Estimated Time: 0:28:33 2020-11-04 02:34:07,200 Segmentron INFO: Epoch: 389/400 || Iters: 132/156 || Lr: 0.000399 || Loss: 0.0048 || Loss_b: 0.0534 || Cost Time: 16:30:02 || Estimated Time: 0:28:23 2020-11-04 02:34:17,272 Segmentron INFO: Epoch: 389/400 || Iters: 142/156 || Lr: 0.000397 || Loss: 0.0054 || Loss_b: 0.0578 || Cost Time: 16:30:12 || Estimated Time: 0:28:14 2020-11-04 02:34:26,070 Segmentron INFO: Epoch: 389/400 || Iters: 152/156 || Lr: 0.000395 || Loss: 0.0069 || Loss_b: 0.0562 || Cost Time: 16:30:20 || Estimated Time: 0:28:04 2020-11-04 02:34:31,937 Segmentron INFO: Epoch 389 model saved in: workdir/a2-2-3-400e/389.pth 2020-11-04 02:34:36,799 Segmentron INFO: Epoch: 390/400 || Iters: 6/156 || Lr: 0.000393 || Loss: 0.0052 || Loss_b: 0.0555 || Cost Time: 16:30:31 || Estimated Time: 0:27:54 2020-11-04 02:34:45,554 Segmentron INFO: Epoch: 390/400 || Iters: 16/156 || Lr: 0.000391 || Loss: 0.0043 || Loss_b: 0.0534 || Cost Time: 16:30:40 || Estimated Time: 0:27:44 2020-11-04 02:34:55,098 Segmentron INFO: Epoch: 390/400 || Iters: 26/156 || Lr: 0.000389 || Loss: 0.0055 || Loss_b: 0.1385 || Cost Time: 16:30:49 || Estimated Time: 0:27:34 2020-11-04 02:35:05,457 Segmentron INFO: Epoch: 390/400 || Iters: 36/156 || Lr: 0.000386 || Loss: 0.0071 || Loss_b: 0.0899 || Cost Time: 16:31:00 || Estimated Time: 0:27:25 2020-11-04 02:35:15,294 Segmentron INFO: Epoch: 390/400 || Iters: 46/156 || Lr: 0.000384 || Loss: 0.0053 || Loss_b: 0.0644 || Cost Time: 16:31:10 || Estimated Time: 0:27:15 2020-11-04 02:35:23,861 Segmentron INFO: Epoch: 390/400 || Iters: 56/156 || Lr: 0.000382 || Loss: 0.0045 || Loss_b: 0.0570 || Cost Time: 16:31:18 || Estimated Time: 0:27:05 2020-11-04 02:35:34,824 Segmentron INFO: Epoch: 390/400 || Iters: 66/156 || Lr: 0.000380 || Loss: 0.0049 || Loss_b: 0.0563 || Cost Time: 16:31:29 || Estimated Time: 0:26:55 2020-11-04 02:35:43,546 Segmentron INFO: Epoch: 390/400 || Iters: 76/156 || Lr: 0.000378 || Loss: 0.0073 || Loss_b: 0.0606 || Cost Time: 16:31:38 || Estimated Time: 0:26:45 2020-11-04 02:35:52,735 Segmentron INFO: Epoch: 390/400 || Iters: 86/156 || Lr: 0.000376 || Loss: 0.0077 || Loss_b: 0.0612 || Cost Time: 16:31:47 || Estimated Time: 0:26:36 2020-11-04 02:36:04,400 Segmentron INFO: Epoch: 390/400 || Iters: 96/156 || Lr: 0.000374 || Loss: 0.0098 || Loss_b: 0.0587 || Cost Time: 16:31:59 || Estimated Time: 0:26:26 2020-11-04 02:36:14,827 Segmentron INFO: Epoch: 390/400 || Iters: 106/156 || Lr: 0.000372 || Loss: 0.0058 || Loss_b: 0.0583 || Cost Time: 16:32:09 || Estimated Time: 0:26:16 2020-11-04 02:36:23,540 Segmentron INFO: Epoch: 390/400 || Iters: 116/156 || Lr: 0.000370 || Loss: 0.0042 || Loss_b: 0.0542 || Cost Time: 16:32:18 || Estimated Time: 0:26:06 2020-11-04 02:36:34,738 Segmentron INFO: Epoch: 390/400 || Iters: 126/156 || Lr: 0.000368 || Loss: 0.0075 || Loss_b: 0.0573 || Cost Time: 16:32:29 || Estimated Time: 0:25:57 2020-11-04 02:36:43,706 Segmentron INFO: Epoch: 390/400 || Iters: 136/156 || Lr: 0.000366 || Loss: 0.0088 || Loss_b: 0.0575 || Cost Time: 16:32:38 || Estimated Time: 0:25:47 2020-11-04 02:36:52,581 Segmentron INFO: Epoch: 390/400 || Iters: 146/156 || Lr: 0.000364 || Loss: 0.0048 || Loss_b: 0.0535 || Cost Time: 16:32:47 || Estimated Time: 0:25:37 2020-11-04 02:37:02,314 Segmentron INFO: Epoch: 390/400 || Iters: 0/156 || Lr: 0.000362 || Loss: 0.0045 || Loss_b: 0.0546 || Cost Time: 16:32:57 || Estimated Time: 0:25:27 2020-11-04 02:37:03,162 Segmentron INFO: Epoch 390 model saved in: workdir/a2-2-3-400e/390.pth 2020-11-04 02:37:12,320 Segmentron INFO: Epoch: 391/400 || Iters: 10/156 || Lr: 0.000359 || Loss: 0.0048 || Loss_b: 0.0558 || Cost Time: 16:33:07 || Estimated Time: 0:25:17 2020-11-04 02:37:22,695 Segmentron INFO: Epoch: 391/400 || Iters: 20/156 || Lr: 0.000357 || Loss: 0.0060 || Loss_b: 0.0589 || Cost Time: 16:33:17 || Estimated Time: 0:25:08 2020-11-04 02:37:33,303 Segmentron INFO: Epoch: 391/400 || Iters: 30/156 || Lr: 0.000355 || Loss: 0.0061 || Loss_b: 0.0590 || Cost Time: 16:33:28 || Estimated Time: 0:24:58 2020-11-04 02:37:42,598 Segmentron INFO: Epoch: 391/400 || Iters: 40/156 || Lr: 0.000353 || Loss: 0.0054 || Loss_b: 0.0540 || Cost Time: 16:33:37 || Estimated Time: 0:24:48 2020-11-04 02:37:52,890 Segmentron INFO: Epoch: 391/400 || Iters: 50/156 || Lr: 0.000351 || Loss: 0.0061 || Loss_b: 0.0569 || Cost Time: 16:33:47 || Estimated Time: 0:24:38 2020-11-04 02:38:01,334 Segmentron INFO: Epoch: 391/400 || Iters: 60/156 || Lr: 0.000349 || Loss: 0.0060 || Loss_b: 0.0586 || Cost Time: 16:33:56 || Estimated Time: 0:24:28 2020-11-04 02:38:10,156 Segmentron INFO: Epoch: 391/400 || Iters: 70/156 || Lr: 0.000347 || Loss: 0.0064 || Loss_b: 0.0573 || Cost Time: 16:34:05 || Estimated Time: 0:24:19 2020-11-04 02:38:22,399 Segmentron INFO: Epoch: 391/400 || Iters: 80/156 || Lr: 0.000345 || Loss: 0.0077 || Loss_b: 0.0851 || Cost Time: 16:34:17 || Estimated Time: 0:24:09 2020-11-04 02:38:30,525 Segmentron INFO: Epoch: 391/400 || Iters: 90/156 || Lr: 0.000343 || Loss: 0.0055 || Loss_b: 0.0677 || Cost Time: 16:34:25 || Estimated Time: 0:23:59 2020-11-04 02:38:40,460 Segmentron INFO: Epoch: 391/400 || Iters: 100/156 || Lr: 0.000341 || Loss: 0.0057 || Loss_b: 0.0627 || Cost Time: 16:34:35 || Estimated Time: 0:23:49 2020-11-04 02:38:49,718 Segmentron INFO: Epoch: 391/400 || Iters: 110/156 || Lr: 0.000339 || Loss: 0.0075 || Loss_b: 0.0619 || Cost Time: 16:34:44 || Estimated Time: 0:23:39 2020-11-04 02:38:58,460 Segmentron INFO: Epoch: 391/400 || Iters: 120/156 || Lr: 0.000336 || Loss: 0.0036 || Loss_b: 0.0532 || Cost Time: 16:34:53 || Estimated Time: 0:23:30 2020-11-04 02:39:12,908 Segmentron INFO: Epoch: 391/400 || Iters: 130/156 || Lr: 0.000334 || Loss: 0.0057 || Loss_b: 0.0559 || Cost Time: 16:35:07 || Estimated Time: 0:23:20 2020-11-04 02:39:20,711 Segmentron INFO: Epoch: 391/400 || Iters: 140/156 || Lr: 0.000332 || Loss: 0.0052 || Loss_b: 0.0543 || Cost Time: 16:35:15 || Estimated Time: 0:23:10 2020-11-04 02:39:29,772 Segmentron INFO: Epoch: 391/400 || Iters: 150/156 || Lr: 0.000330 || Loss: 0.0052 || Loss_b: 0.0605 || Cost Time: 16:35:24 || Estimated Time: 0:23:00 2020-11-04 02:39:36,931 Segmentron INFO: Epoch 391 model saved in: workdir/a2-2-3-400e/391.pth 2020-11-04 02:39:40,126 Segmentron INFO: Epoch: 392/400 || Iters: 4/156 || Lr: 0.000328 || Loss: 0.0037 || Loss_b: 0.0526 || Cost Time: 16:35:35 || Estimated Time: 0:22:50 2020-11-04 02:39:50,806 Segmentron INFO: Epoch: 392/400 || Iters: 14/156 || Lr: 0.000326 || Loss: 0.0039 || Loss_b: 0.0538 || Cost Time: 16:35:45 || Estimated Time: 0:22:41 2020-11-04 02:39:59,371 Segmentron INFO: Epoch: 392/400 || Iters: 24/156 || Lr: 0.000324 || Loss: 0.0075 || Loss_b: 0.0582 || Cost Time: 16:35:54 || Estimated Time: 0:22:31 2020-11-04 02:40:10,427 Segmentron INFO: Epoch: 392/400 || Iters: 34/156 || Lr: 0.000322 || Loss: 0.0051 || Loss_b: 0.0617 || Cost Time: 16:36:05 || Estimated Time: 0:22:21 2020-11-04 02:40:21,436 Segmentron INFO: Epoch: 392/400 || Iters: 44/156 || Lr: 0.000320 || Loss: 0.0063 || Loss_b: 0.0547 || Cost Time: 16:36:16 || Estimated Time: 0:22:11 2020-11-04 02:40:30,693 Segmentron INFO: Epoch: 392/400 || Iters: 54/156 || Lr: 0.000317 || Loss: 0.0044 || Loss_b: 0.0546 || Cost Time: 16:36:25 || Estimated Time: 0:22:02 2020-11-04 02:40:39,195 Segmentron INFO: Epoch: 392/400 || Iters: 64/156 || Lr: 0.000315 || Loss: 0.0065 || Loss_b: 0.0576 || Cost Time: 16:36:34 || Estimated Time: 0:21:52 2020-11-04 02:40:48,121 Segmentron INFO: Epoch: 392/400 || Iters: 74/156 || Lr: 0.000313 || Loss: 0.0052 || Loss_b: 0.0553 || Cost Time: 16:36:43 || Estimated Time: 0:21:42 2020-11-04 02:40:58,083 Segmentron INFO: Epoch: 392/400 || Iters: 84/156 || Lr: 0.000311 || Loss: 0.0088 || Loss_b: 0.0561 || Cost Time: 16:36:52 || Estimated Time: 0:21:32 2020-11-04 02:41:06,796 Segmentron INFO: Epoch: 392/400 || Iters: 94/156 || Lr: 0.000309 || Loss: 0.0066 || Loss_b: 0.0560 || Cost Time: 16:37:01 || Estimated Time: 0:21:22 2020-11-04 02:41:17,363 Segmentron INFO: Epoch: 392/400 || Iters: 104/156 || Lr: 0.000307 || Loss: 0.0066 || Loss_b: 0.0575 || Cost Time: 16:37:12 || Estimated Time: 0:21:13 2020-11-04 02:41:27,076 Segmentron INFO: Epoch: 392/400 || Iters: 114/156 || Lr: 0.000305 || Loss: 0.0068 || Loss_b: 0.0562 || Cost Time: 16:37:21 || Estimated Time: 0:21:03 2020-11-04 02:41:36,636 Segmentron INFO: Epoch: 392/400 || Iters: 124/156 || Lr: 0.000303 || Loss: 0.0072 || Loss_b: 0.0596 || Cost Time: 16:37:31 || Estimated Time: 0:20:53 2020-11-04 02:41:47,546 Segmentron INFO: Epoch: 392/400 || Iters: 134/156 || Lr: 0.000300 || Loss: 0.0043 || Loss_b: 0.0529 || Cost Time: 16:37:42 || Estimated Time: 0:20:43 2020-11-04 02:41:56,769 Segmentron INFO: Epoch: 392/400 || Iters: 144/156 || Lr: 0.000298 || Loss: 0.0058 || Loss_b: 0.0606 || Cost Time: 16:37:51 || Estimated Time: 0:20:33 2020-11-04 02:42:07,102 Segmentron INFO: Epoch: 392/400 || Iters: 154/156 || Lr: 0.000296 || Loss: 0.0069 || Loss_b: 0.0575 || Cost Time: 16:38:01 || Estimated Time: 0:20:24 2020-11-04 02:42:09,552 Segmentron INFO: Epoch 392 model saved in: workdir/a2-2-3-400e/392.pth 2020-11-04 02:42:17,610 Segmentron INFO: Epoch: 393/400 || Iters: 8/156 || Lr: 0.000294 || Loss: 0.0072 || Loss_b: 0.0611 || Cost Time: 16:38:12 || Estimated Time: 0:20:14 2020-11-04 02:42:26,529 Segmentron INFO: Epoch: 393/400 || Iters: 18/156 || Lr: 0.000292 || Loss: 0.0053 || Loss_b: 0.0558 || Cost Time: 16:38:21 || Estimated Time: 0:20:04 2020-11-04 02:42:35,262 Segmentron INFO: Epoch: 393/400 || Iters: 28/156 || Lr: 0.000290 || Loss: 0.0057 || Loss_b: 0.0568 || Cost Time: 16:38:30 || Estimated Time: 0:19:54 2020-11-04 02:42:44,464 Segmentron INFO: Epoch: 393/400 || Iters: 38/156 || Lr: 0.000288 || Loss: 0.0073 || Loss_b: 0.0618 || Cost Time: 16:38:39 || Estimated Time: 0:19:44 2020-11-04 02:42:57,243 Segmentron INFO: Epoch: 393/400 || Iters: 48/156 || Lr: 0.000285 || Loss: 0.0074 || Loss_b: 0.0592 || Cost Time: 16:38:52 || Estimated Time: 0:19:35 2020-11-04 02:43:07,029 Segmentron INFO: Epoch: 393/400 || Iters: 58/156 || Lr: 0.000283 || Loss: 0.0051 || Loss_b: 0.0538 || Cost Time: 16:39:01 || Estimated Time: 0:19:25 2020-11-04 02:43:15,546 Segmentron INFO: Epoch: 393/400 || Iters: 68/156 || Lr: 0.000281 || Loss: 0.0041 || Loss_b: 0.0534 || Cost Time: 16:39:10 || Estimated Time: 0:19:15 2020-11-04 02:43:24,784 Segmentron INFO: Epoch: 393/400 || Iters: 78/156 || Lr: 0.000279 || Loss: 0.0068 || Loss_b: 0.0585 || Cost Time: 16:39:19 || Estimated Time: 0:19:05 2020-11-04 02:43:35,928 Segmentron INFO: Epoch: 393/400 || Iters: 88/156 || Lr: 0.000277 || Loss: 0.0072 || Loss_b: 0.0559 || Cost Time: 16:39:30 || Estimated Time: 0:18:55 2020-11-04 02:43:45,407 Segmentron INFO: Epoch: 393/400 || Iters: 98/156 || Lr: 0.000275 || Loss: 0.0064 || Loss_b: 0.0610 || Cost Time: 16:39:40 || Estimated Time: 0:18:46 2020-11-04 02:43:54,162 Segmentron INFO: Epoch: 393/400 || Iters: 108/156 || Lr: 0.000273 || Loss: 0.0054 || Loss_b: 0.0588 || Cost Time: 16:39:49 || Estimated Time: 0:18:36 2020-11-04 02:44:04,172 Segmentron INFO: Epoch: 393/400 || Iters: 118/156 || Lr: 0.000270 || Loss: 0.0082 || Loss_b: 0.0594 || Cost Time: 16:39:59 || Estimated Time: 0:18:26 2020-11-04 02:44:13,025 Segmentron INFO: Epoch: 393/400 || Iters: 128/156 || Lr: 0.000268 || Loss: 0.0074 || Loss_b: 0.0587 || Cost Time: 16:40:07 || Estimated Time: 0:18:16 2020-11-04 02:44:23,687 Segmentron INFO: Epoch: 393/400 || Iters: 138/156 || Lr: 0.000266 || Loss: 0.0055 || Loss_b: 0.0563 || Cost Time: 16:40:18 || Estimated Time: 0:18:06 2020-11-04 02:44:32,398 Segmentron INFO: Epoch: 393/400 || Iters: 148/156 || Lr: 0.000264 || Loss: 0.0061 || Loss_b: 0.0552 || Cost Time: 16:40:27 || Estimated Time: 0:17:57 2020-11-04 02:44:43,467 Segmentron INFO: Epoch 393 model saved in: workdir/a2-2-3-400e/393.pth 2020-11-04 02:44:45,022 Segmentron INFO: Epoch: 394/400 || Iters: 2/156 || Lr: 0.000262 || Loss: 0.0061 || Loss_b: 0.0567 || Cost Time: 16:40:39 || Estimated Time: 0:17:47 2020-11-04 02:44:54,645 Segmentron INFO: Epoch: 394/400 || Iters: 12/156 || Lr: 0.000260 || Loss: 0.0066 || Loss_b: 0.0612 || Cost Time: 16:40:49 || Estimated Time: 0:17:37 2020-11-04 02:45:04,155 Segmentron INFO: Epoch: 394/400 || Iters: 22/156 || Lr: 0.000258 || Loss: 0.0044 || Loss_b: 0.0540 || Cost Time: 16:40:59 || Estimated Time: 0:17:27 2020-11-04 02:45:12,646 Segmentron INFO: Epoch: 394/400 || Iters: 32/156 || Lr: 0.000255 || Loss: 0.0108 || Loss_b: 0.0650 || Cost Time: 16:41:07 || Estimated Time: 0:17:18 2020-11-04 02:45:22,617 Segmentron INFO: Epoch: 394/400 || Iters: 42/156 || Lr: 0.000253 || Loss: 0.0049 || Loss_b: 0.0556 || Cost Time: 16:41:17 || Estimated Time: 0:17:08 2020-11-04 02:45:32,902 Segmentron INFO: Epoch: 394/400 || Iters: 52/156 || Lr: 0.000251 || Loss: 0.0049 || Loss_b: 0.0571 || Cost Time: 16:41:27 || Estimated Time: 0:16:58 2020-11-04 02:45:42,880 Segmentron INFO: Epoch: 394/400 || Iters: 62/156 || Lr: 0.000249 || Loss: 0.0055 || Loss_b: 0.0544 || Cost Time: 16:41:37 || Estimated Time: 0:16:48 2020-11-04 02:45:52,169 Segmentron INFO: Epoch: 394/400 || Iters: 72/156 || Lr: 0.000247 || Loss: 0.0049 || Loss_b: 0.0531 || Cost Time: 16:41:47 || Estimated Time: 0:16:38 2020-11-04 02:46:06,937 Segmentron INFO: Epoch: 394/400 || Iters: 82/156 || Lr: 0.000244 || Loss: 0.0044 || Loss_b: 0.0530 || Cost Time: 16:42:01 || Estimated Time: 0:16:29 2020-11-04 02:46:16,402 Segmentron INFO: Epoch: 394/400 || Iters: 92/156 || Lr: 0.000242 || Loss: 0.0095 || Loss_b: 0.0624 || Cost Time: 16:42:11 || Estimated Time: 0:16:19 2020-11-04 02:46:25,510 Segmentron INFO: Epoch: 394/400 || Iters: 102/156 || Lr: 0.000240 || Loss: 0.0041 || Loss_b: 0.0536 || Cost Time: 16:42:20 || Estimated Time: 0:16:09 2020-11-04 02:46:34,073 Segmentron INFO: Epoch: 394/400 || Iters: 112/156 || Lr: 0.000238 || Loss: 0.0071 || Loss_b: 0.0604 || Cost Time: 16:42:28 || Estimated Time: 0:15:59 2020-11-04 02:46:44,921 Segmentron INFO: Epoch: 394/400 || Iters: 122/156 || Lr: 0.000236 || Loss: 0.0060 || Loss_b: 0.0598 || Cost Time: 16:42:39 || Estimated Time: 0:15:49 2020-11-04 02:46:54,258 Segmentron INFO: Epoch: 394/400 || Iters: 132/156 || Lr: 0.000234 || Loss: 0.0061 || Loss_b: 0.0556 || Cost Time: 16:42:49 || Estimated Time: 0:15:40 2020-11-04 02:47:04,108 Segmentron INFO: Epoch: 394/400 || Iters: 142/156 || Lr: 0.000231 || Loss: 0.0065 || Loss_b: 0.0588 || Cost Time: 16:42:59 || Estimated Time: 0:15:30 2020-11-04 02:47:13,146 Segmentron INFO: Epoch: 394/400 || Iters: 152/156 || Lr: 0.000229 || Loss: 0.0057 || Loss_b: 0.0543 || Cost Time: 16:43:08 || Estimated Time: 0:15:20 2020-11-04 02:47:17,614 Segmentron INFO: Epoch 394 model saved in: workdir/a2-2-3-400e/394.pth 2020-11-04 02:47:22,768 Segmentron INFO: Epoch: 395/400 || Iters: 6/156 || Lr: 0.000227 || Loss: 0.0046 || Loss_b: 0.0548 || Cost Time: 16:43:17 || Estimated Time: 0:15:10 2020-11-04 02:47:32,124 Segmentron INFO: Epoch: 395/400 || Iters: 16/156 || Lr: 0.000225 || Loss: 0.0049 || Loss_b: 0.0539 || Cost Time: 16:43:27 || Estimated Time: 0:15:00 2020-11-04 02:47:41,850 Segmentron INFO: Epoch: 395/400 || Iters: 26/156 || Lr: 0.000223 || Loss: 0.0050 || Loss_b: 0.0526 || Cost Time: 16:43:36 || Estimated Time: 0:14:51 2020-11-04 02:47:51,866 Segmentron INFO: Epoch: 395/400 || Iters: 36/156 || Lr: 0.000220 || Loss: 0.0068 || Loss_b: 0.0575 || Cost Time: 16:43:46 || Estimated Time: 0:14:41 2020-11-04 02:48:01,405 Segmentron INFO: Epoch: 395/400 || Iters: 46/156 || Lr: 0.000218 || Loss: 0.0040 || Loss_b: 0.0534 || Cost Time: 16:43:56 || Estimated Time: 0:14:31 2020-11-04 02:48:10,423 Segmentron INFO: Epoch: 395/400 || Iters: 56/156 || Lr: 0.000216 || Loss: 0.0059 || Loss_b: 0.0586 || Cost Time: 16:44:05 || Estimated Time: 0:14:21 2020-11-04 02:48:20,352 Segmentron INFO: Epoch: 395/400 || Iters: 66/156 || Lr: 0.000214 || Loss: 0.0051 || Loss_b: 0.0561 || Cost Time: 16:44:15 || Estimated Time: 0:14:11 2020-11-04 02:48:32,419 Segmentron INFO: Epoch: 395/400 || Iters: 76/156 || Lr: 0.000212 || Loss: 0.0064 || Loss_b: 0.0581 || Cost Time: 16:44:27 || Estimated Time: 0:14:02 2020-11-04 02:48:40,977 Segmentron INFO: Epoch: 395/400 || Iters: 86/156 || Lr: 0.000209 || Loss: 0.0053 || Loss_b: 0.0582 || Cost Time: 16:44:35 || Estimated Time: 0:13:52 2020-11-04 02:48:50,561 Segmentron INFO: Epoch: 395/400 || Iters: 96/156 || Lr: 0.000207 || Loss: 0.0059 || Loss_b: 0.0558 || Cost Time: 16:44:45 || Estimated Time: 0:13:42 2020-11-04 02:48:59,634 Segmentron INFO: Epoch: 395/400 || Iters: 106/156 || Lr: 0.000205 || Loss: 0.0045 || Loss_b: 0.0522 || Cost Time: 16:44:54 || Estimated Time: 0:13:32 2020-11-04 02:49:08,893 Segmentron INFO: Epoch: 395/400 || Iters: 116/156 || Lr: 0.000203 || Loss: 0.0069 || Loss_b: 0.0722 || Cost Time: 16:45:03 || Estimated Time: 0:13:23 2020-11-04 02:49:18,106 Segmentron INFO: Epoch: 395/400 || Iters: 126/156 || Lr: 0.000200 || Loss: 0.0054 || Loss_b: 0.0551 || Cost Time: 16:45:13 || Estimated Time: 0:13:13 2020-11-04 02:49:29,159 Segmentron INFO: Epoch: 395/400 || Iters: 136/156 || Lr: 0.000198 || Loss: 0.0083 || Loss_b: 0.0593 || Cost Time: 16:45:24 || Estimated Time: 0:13:03 2020-11-04 02:49:39,239 Segmentron INFO: Epoch: 395/400 || Iters: 146/156 || Lr: 0.000196 || Loss: 0.0058 || Loss_b: 0.0549 || Cost Time: 16:45:34 || Estimated Time: 0:12:53 2020-11-04 02:49:49,701 Segmentron INFO: Epoch: 395/400 || Iters: 0/156 || Lr: 0.000194 || Loss: 0.0060 || Loss_b: 0.0570 || Cost Time: 16:45:44 || Estimated Time: 0:12:43 2020-11-04 02:49:50,404 Segmentron INFO: Epoch 395 model saved in: workdir/a2-2-3-400e/395.pth 2020-11-04 02:49:59,490 Segmentron INFO: Epoch: 396/400 || Iters: 10/156 || Lr: 0.000192 || Loss: 0.0044 || Loss_b: 0.0530 || Cost Time: 16:45:54 || Estimated Time: 0:12:34 2020-11-04 02:50:08,502 Segmentron INFO: Epoch: 396/400 || Iters: 20/156 || Lr: 0.000189 || Loss: 0.0069 || Loss_b: 0.0611 || Cost Time: 16:46:03 || Estimated Time: 0:12:24 2020-11-04 02:50:17,274 Segmentron INFO: Epoch: 396/400 || Iters: 30/156 || Lr: 0.000187 || Loss: 0.0075 || Loss_b: 0.0583 || Cost Time: 16:46:12 || Estimated Time: 0:12:14 2020-11-04 02:50:26,608 Segmentron INFO: Epoch: 396/400 || Iters: 40/156 || Lr: 0.000185 || Loss: 0.0082 || Loss_b: 0.0571 || Cost Time: 16:46:21 || Estimated Time: 0:12:04 2020-11-04 02:50:37,229 Segmentron INFO: Epoch: 396/400 || Iters: 50/156 || Lr: 0.000183 || Loss: 0.0042 || Loss_b: 0.0531 || Cost Time: 16:46:32 || Estimated Time: 0:11:54 2020-11-04 02:50:47,229 Segmentron INFO: Epoch: 396/400 || Iters: 60/156 || Lr: 0.000180 || Loss: 0.0058 || Loss_b: 0.0560 || Cost Time: 16:46:42 || Estimated Time: 0:11:45 2020-11-04 02:50:57,836 Segmentron INFO: Epoch: 396/400 || Iters: 70/156 || Lr: 0.000178 || Loss: 0.0070 || Loss_b: 0.0597 || Cost Time: 16:46:52 || Estimated Time: 0:11:35 2020-11-04 02:51:06,990 Segmentron INFO: Epoch: 396/400 || Iters: 80/156 || Lr: 0.000176 || Loss: 0.0073 || Loss_b: 0.0558 || Cost Time: 16:47:01 || Estimated Time: 0:11:25 2020-11-04 02:51:16,190 Segmentron INFO: Epoch: 396/400 || Iters: 90/156 || Lr: 0.000173 || Loss: 0.0058 || Loss_b: 0.0561 || Cost Time: 16:47:11 || Estimated Time: 0:11:15 2020-11-04 02:51:25,252 Segmentron INFO: Epoch: 396/400 || Iters: 100/156 || Lr: 0.000171 || Loss: 0.0066 || Loss_b: 0.0548 || Cost Time: 16:47:20 || Estimated Time: 0:11:05 2020-11-04 02:51:35,141 Segmentron INFO: Epoch: 396/400 || Iters: 110/156 || Lr: 0.000169 || Loss: 0.0080 || Loss_b: 0.0629 || Cost Time: 16:47:30 || Estimated Time: 0:10:56 2020-11-04 02:51:47,043 Segmentron INFO: Epoch: 396/400 || Iters: 120/156 || Lr: 0.000167 || Loss: 0.0082 || Loss_b: 0.0622 || Cost Time: 16:47:41 || Estimated Time: 0:10:46 2020-11-04 02:51:55,818 Segmentron INFO: Epoch: 396/400 || Iters: 130/156 || Lr: 0.000164 || Loss: 0.0046 || Loss_b: 0.0518 || Cost Time: 16:47:50 || Estimated Time: 0:10:36 2020-11-04 02:52:05,176 Segmentron INFO: Epoch: 396/400 || Iters: 140/156 || Lr: 0.000162 || Loss: 0.0061 || Loss_b: 0.0587 || Cost Time: 16:48:00 || Estimated Time: 0:10:26 2020-11-04 02:52:14,881 Segmentron INFO: Epoch: 396/400 || Iters: 150/156 || Lr: 0.000160 || Loss: 0.0041 || Loss_b: 0.0526 || Cost Time: 16:48:09 || Estimated Time: 0:10:16 2020-11-04 02:52:22,671 Segmentron INFO: Epoch 396 model saved in: workdir/a2-2-3-400e/396.pth 2020-11-04 02:52:25,969 Segmentron INFO: Epoch: 397/400 || Iters: 4/156 || Lr: 0.000158 || Loss: 0.0054 || Loss_b: 0.0557 || Cost Time: 16:48:20 || Estimated Time: 0:10:07 2020-11-04 02:52:34,783 Segmentron INFO: Epoch: 397/400 || Iters: 14/156 || Lr: 0.000155 || Loss: 0.0053 || Loss_b: 0.0546 || Cost Time: 16:48:29 || Estimated Time: 0:09:57 2020-11-04 02:52:43,946 Segmentron INFO: Epoch: 397/400 || Iters: 24/156 || Lr: 0.000153 || Loss: 0.0044 || Loss_b: 0.0544 || Cost Time: 16:48:38 || Estimated Time: 0:09:47 2020-11-04 02:52:54,132 Segmentron INFO: Epoch: 397/400 || Iters: 34/156 || Lr: 0.000151 || Loss: 0.0035 || Loss_b: 0.0532 || Cost Time: 16:48:49 || Estimated Time: 0:09:37 2020-11-04 02:53:03,580 Segmentron INFO: Epoch: 397/400 || Iters: 44/156 || Lr: 0.000148 || Loss: 0.0065 || Loss_b: 0.0568 || Cost Time: 16:48:58 || Estimated Time: 0:09:27 2020-11-04 02:53:13,360 Segmentron INFO: Epoch: 397/400 || Iters: 54/156 || Lr: 0.000146 || Loss: 0.0044 || Loss_b: 0.0537 || Cost Time: 16:49:08 || Estimated Time: 0:09:18 2020-11-04 02:53:23,512 Segmentron INFO: Epoch: 397/400 || Iters: 64/156 || Lr: 0.000144 || Loss: 0.0067 || Loss_b: 0.0579 || Cost Time: 16:49:18 || Estimated Time: 0:09:08 2020-11-04 02:53:34,495 Segmentron INFO: Epoch: 397/400 || Iters: 74/156 || Lr: 0.000141 || Loss: 0.0047 || Loss_b: 0.0563 || Cost Time: 16:49:29 || Estimated Time: 0:08:58 2020-11-04 02:53:44,769 Segmentron INFO: Epoch: 397/400 || Iters: 84/156 || Lr: 0.000139 || Loss: 0.0053 || Loss_b: 0.0628 || Cost Time: 16:49:39 || Estimated Time: 0:08:48 2020-11-04 02:53:55,101 Segmentron INFO: Epoch: 397/400 || Iters: 94/156 || Lr: 0.000137 || Loss: 0.0057 || Loss_b: 0.0604 || Cost Time: 16:49:49 || Estimated Time: 0:08:39 2020-11-04 02:54:05,698 Segmentron INFO: Epoch: 397/400 || Iters: 104/156 || Lr: 0.000135 || Loss: 0.0059 || Loss_b: 0.0585 || Cost Time: 16:50:00 || Estimated Time: 0:08:29 2020-11-04 02:54:13,845 Segmentron INFO: Epoch: 397/400 || Iters: 114/156 || Lr: 0.000132 || Loss: 0.0050 || Loss_b: 0.0542 || Cost Time: 16:50:08 || Estimated Time: 0:08:19 2020-11-04 02:54:23,035 Segmentron INFO: Epoch: 397/400 || Iters: 124/156 || Lr: 0.000130 || Loss: 0.0076 || Loss_b: 0.0586 || Cost Time: 16:50:17 || Estimated Time: 0:08:09 2020-11-04 02:54:31,689 Segmentron INFO: Epoch: 397/400 || Iters: 134/156 || Lr: 0.000128 || Loss: 0.0058 || Loss_b: 0.0564 || Cost Time: 16:50:26 || Estimated Time: 0:07:59 2020-11-04 02:54:46,633 Segmentron INFO: Epoch: 397/400 || Iters: 144/156 || Lr: 0.000125 || Loss: 0.0063 || Loss_b: 0.0562 || Cost Time: 16:50:41 || Estimated Time: 0:07:50 2020-11-04 02:54:53,877 Segmentron INFO: Epoch: 397/400 || Iters: 154/156 || Lr: 0.000123 || Loss: 0.0091 || Loss_b: 0.0664 || Cost Time: 16:50:48 || Estimated Time: 0:07:40 2020-11-04 02:54:56,368 Segmentron INFO: Epoch 397 model saved in: workdir/a2-2-3-400e/397.pth 2020-11-04 02:55:04,295 Segmentron INFO: Epoch: 398/400 || Iters: 8/156 || Lr: 0.000120 || Loss: 0.0059 || Loss_b: 0.0585 || Cost Time: 16:50:59 || Estimated Time: 0:07:30 2020-11-04 02:55:13,238 Segmentron INFO: Epoch: 398/400 || Iters: 18/156 || Lr: 0.000118 || Loss: 0.0110 || Loss_b: 0.0628 || Cost Time: 16:51:08 || Estimated Time: 0:07:20 2020-11-04 02:55:22,611 Segmentron INFO: Epoch: 398/400 || Iters: 28/156 || Lr: 0.000116 || Loss: 0.0080 || Loss_b: 0.0577 || Cost Time: 16:51:17 || Estimated Time: 0:07:10 2020-11-04 02:55:32,482 Segmentron INFO: Epoch: 398/400 || Iters: 38/156 || Lr: 0.000113 || Loss: 0.0059 || Loss_b: 0.0543 || Cost Time: 16:51:27 || Estimated Time: 0:07:01 2020-11-04 02:55:41,606 Segmentron INFO: Epoch: 398/400 || Iters: 48/156 || Lr: 0.000111 || Loss: 0.0070 || Loss_b: 0.0576 || Cost Time: 16:51:36 || Estimated Time: 0:06:51 2020-11-04 02:55:52,649 Segmentron INFO: Epoch: 398/400 || Iters: 58/156 || Lr: 0.000109 || Loss: 0.0071 || Loss_b: 0.0579 || Cost Time: 16:51:47 || Estimated Time: 0:06:41 2020-11-04 02:56:03,721 Segmentron INFO: Epoch: 398/400 || Iters: 68/156 || Lr: 0.000106 || Loss: 0.0050 || Loss_b: 0.0511 || Cost Time: 16:51:58 || Estimated Time: 0:06:31 2020-11-04 02:56:11,797 Segmentron INFO: Epoch: 398/400 || Iters: 78/156 || Lr: 0.000104 || Loss: 0.0042 || Loss_b: 0.0517 || Cost Time: 16:52:06 || Estimated Time: 0:06:21 2020-11-04 02:56:20,505 Segmentron INFO: Epoch: 398/400 || Iters: 88/156 || Lr: 0.000101 || Loss: 0.0063 || Loss_b: 0.0573 || Cost Time: 16:52:15 || Estimated Time: 0:06:12 2020-11-04 02:56:31,939 Segmentron INFO: Epoch: 398/400 || Iters: 98/156 || Lr: 0.000099 || Loss: 0.0053 || Loss_b: 0.0551 || Cost Time: 16:52:26 || Estimated Time: 0:06:02 2020-11-04 02:56:42,109 Segmentron INFO: Epoch: 398/400 || Iters: 108/156 || Lr: 0.000097 || Loss: 0.0059 || Loss_b: 0.0594 || Cost Time: 16:52:37 || Estimated Time: 0:05:52 2020-11-04 02:56:51,285 Segmentron INFO: Epoch: 398/400 || Iters: 118/156 || Lr: 0.000094 || Loss: 0.0045 || Loss_b: 0.0588 || Cost Time: 16:52:46 || Estimated Time: 0:05:42 2020-11-04 02:57:02,457 Segmentron INFO: Epoch: 398/400 || Iters: 128/156 || Lr: 0.000092 || Loss: 0.0056 || Loss_b: 0.0554 || Cost Time: 16:52:57 || Estimated Time: 0:05:32 2020-11-04 02:57:12,322 Segmentron INFO: Epoch: 398/400 || Iters: 138/156 || Lr: 0.000089 || Loss: 0.0055 || Loss_b: 0.0540 || Cost Time: 16:53:07 || Estimated Time: 0:05:23 2020-11-04 02:57:21,070 Segmentron INFO: Epoch: 398/400 || Iters: 148/156 || Lr: 0.000087 || Loss: 0.0085 || Loss_b: 0.0622 || Cost Time: 16:53:15 || Estimated Time: 0:05:13 2020-11-04 02:57:29,289 Segmentron INFO: Epoch 398 model saved in: workdir/a2-2-3-400e/398.pth 2020-11-04 02:57:31,029 Segmentron INFO: Epoch: 399/400 || Iters: 2/156 || Lr: 0.000084 || Loss: 0.0060 || Loss_b: 0.0556 || Cost Time: 16:53:25 || Estimated Time: 0:05:03 2020-11-04 02:57:39,922 Segmentron INFO: Epoch: 399/400 || Iters: 12/156 || Lr: 0.000082 || Loss: 0.0041 || Loss_b: 0.0539 || Cost Time: 16:53:34 || Estimated Time: 0:04:53 2020-11-04 02:57:49,308 Segmentron INFO: Epoch: 399/400 || Iters: 22/156 || Lr: 0.000080 || Loss: 0.0065 || Loss_b: 0.0575 || Cost Time: 16:53:44 || Estimated Time: 0:04:43 2020-11-04 02:57:59,440 Segmentron INFO: Epoch: 399/400 || Iters: 32/156 || Lr: 0.000077 || Loss: 0.0057 || Loss_b: 0.0592 || Cost Time: 16:53:54 || Estimated Time: 0:04:34 2020-11-04 02:58:14,101 Segmentron INFO: Epoch: 399/400 || Iters: 42/156 || Lr: 0.000075 || Loss: 0.0059 || Loss_b: 0.0565 || Cost Time: 16:54:08 || Estimated Time: 0:04:24 2020-11-04 02:58:21,255 Segmentron INFO: Epoch: 399/400 || Iters: 52/156 || Lr: 0.000072 || Loss: 0.0047 || Loss_b: 0.0539 || Cost Time: 16:54:16 || Estimated Time: 0:04:14 2020-11-04 02:58:30,236 Segmentron INFO: Epoch: 399/400 || Iters: 62/156 || Lr: 0.000070 || Loss: 0.0049 || Loss_b: 0.0556 || Cost Time: 16:54:25 || Estimated Time: 0:04:04 2020-11-04 02:58:40,670 Segmentron INFO: Epoch: 399/400 || Iters: 72/156 || Lr: 0.000067 || Loss: 0.0064 || Loss_b: 0.0566 || Cost Time: 16:54:35 || Estimated Time: 0:03:55 2020-11-04 02:58:51,200 Segmentron INFO: Epoch: 399/400 || Iters: 82/156 || Lr: 0.000065 || Loss: 0.0040 || Loss_b: 0.0527 || Cost Time: 16:54:46 || Estimated Time: 0:03:45 2020-11-04 02:59:00,325 Segmentron INFO: Epoch: 399/400 || Iters: 92/156 || Lr: 0.000062 || Loss: 0.0057 || Loss_b: 0.0545 || Cost Time: 16:54:55 || Estimated Time: 0:03:35 2020-11-04 02:59:10,229 Segmentron INFO: Epoch: 399/400 || Iters: 102/156 || Lr: 0.000059 || Loss: 0.0057 || Loss_b: 0.0550 || Cost Time: 16:55:05 || Estimated Time: 0:03:25 2020-11-04 02:59:20,220 Segmentron INFO: Epoch: 399/400 || Iters: 112/156 || Lr: 0.000057 || Loss: 0.0076 || Loss_b: 0.0603 || Cost Time: 16:55:15 || Estimated Time: 0:03:15 2020-11-04 02:59:29,478 Segmentron INFO: Epoch: 399/400 || Iters: 122/156 || Lr: 0.000054 || Loss: 0.0046 || Loss_b: 0.0552 || Cost Time: 16:55:24 || Estimated Time: 0:03:06 2020-11-04 02:59:39,127 Segmentron INFO: Epoch: 399/400 || Iters: 132/156 || Lr: 0.000052 || Loss: 0.0041 || Loss_b: 0.0527 || Cost Time: 16:55:34 || Estimated Time: 0:02:56 2020-11-04 02:59:48,761 Segmentron INFO: Epoch: 399/400 || Iters: 142/156 || Lr: 0.000049 || Loss: 0.0080 || Loss_b: 0.0540 || Cost Time: 16:55:43 || Estimated Time: 0:02:46 2020-11-04 02:59:59,185 Segmentron INFO: Epoch: 399/400 || Iters: 152/156 || Lr: 0.000047 || Loss: 0.0051 || Loss_b: 0.0549 || Cost Time: 16:55:54 || Estimated Time: 0:02:36 2020-11-04 03:00:03,241 Segmentron INFO: Epoch 399 model saved in: workdir/a2-2-3-400e/399.pth 2020-11-04 03:00:09,052 Segmentron INFO: Epoch: 400/400 || Iters: 6/156 || Lr: 0.000044 || Loss: 0.0077 || Loss_b: 0.0670 || Cost Time: 16:56:03 || Estimated Time: 0:02:26 2020-11-04 03:00:18,441 Segmentron INFO: Epoch: 400/400 || Iters: 16/156 || Lr: 0.000041 || Loss: 0.0043 || Loss_b: 0.0523 || Cost Time: 16:56:13 || Estimated Time: 0:02:17 2020-11-04 03:00:29,661 Segmentron INFO: Epoch: 400/400 || Iters: 26/156 || Lr: 0.000039 || Loss: 0.0073 || Loss_b: 0.0596 || Cost Time: 16:56:24 || Estimated Time: 0:02:07 2020-11-04 03:00:40,252 Segmentron INFO: Epoch: 400/400 || Iters: 36/156 || Lr: 0.000036 || Loss: 0.0051 || Loss_b: 0.0569 || Cost Time: 16:56:35 || Estimated Time: 0:01:57 2020-11-04 03:00:48,705 Segmentron INFO: Epoch: 400/400 || Iters: 46/156 || Lr: 0.000033 || Loss: 0.0045 || Loss_b: 0.0524 || Cost Time: 16:56:43 || Estimated Time: 0:01:47 2020-11-04 03:00:58,240 Segmentron INFO: Epoch: 400/400 || Iters: 56/156 || Lr: 0.000031 || Loss: 0.0062 || Loss_b: 0.0575 || Cost Time: 16:56:53 || Estimated Time: 0:01:37 2020-11-04 03:01:07,006 Segmentron INFO: Epoch: 400/400 || Iters: 66/156 || Lr: 0.000028 || Loss: 0.0072 || Loss_b: 0.0606 || Cost Time: 16:57:01 || Estimated Time: 0:01:28 2020-11-04 03:01:16,588 Segmentron INFO: Epoch: 400/400 || Iters: 76/156 || Lr: 0.000025 || Loss: 0.0037 || Loss_b: 0.0547 || Cost Time: 16:57:11 || Estimated Time: 0:01:18 2020-11-04 03:01:25,764 Segmentron INFO: Epoch: 400/400 || Iters: 86/156 || Lr: 0.000022 || Loss: 0.0047 || Loss_b: 0.0542 || Cost Time: 16:57:20 || Estimated Time: 0:01:08 2020-11-04 03:01:35,487 Segmentron INFO: Epoch: 400/400 || Iters: 96/156 || Lr: 0.000019 || Loss: 0.0055 || Loss_b: 0.0558 || Cost Time: 16:57:30 || Estimated Time: 0:00:58 2020-11-04 03:01:47,270 Segmentron INFO: Epoch: 400/400 || Iters: 106/156 || Lr: 0.000016 || Loss: 0.0062 || Loss_b: 0.0632 || Cost Time: 16:57:42 || Estimated Time: 0:00:48 2020-11-04 03:01:55,799 Segmentron INFO: Epoch: 400/400 || Iters: 116/156 || Lr: 0.000013 || Loss: 0.0069 || Loss_b: 0.0566 || Cost Time: 16:57:50 || Estimated Time: 0:00:39 2020-11-04 03:02:06,649 Segmentron INFO: Epoch: 400/400 || Iters: 126/156 || Lr: 0.000010 || Loss: 0.0058 || Loss_b: 0.0566 || Cost Time: 16:58:01 || Estimated Time: 0:00:29 2020-11-04 03:02:17,265 Segmentron INFO: Epoch: 400/400 || Iters: 136/156 || Lr: 0.000007 || Loss: 0.0056 || Loss_b: 0.0559 || Cost Time: 16:58:12 || Estimated Time: 0:00:19 2020-11-04 03:02:24,773 Segmentron INFO: Epoch: 400/400 || Iters: 146/156 || Lr: 0.000004 || Loss: 0.0059 || Loss_b: 0.0572 || Cost Time: 16:58:19 || Estimated Time: 0:00:09 2020-11-04 03:02:29,990 Segmentron INFO: Epoch: 400/400 || Iters: 0/156 || Lr: 0.000000 || Loss: 0.0059 || Loss_b: 0.0537 || Cost Time: 16:58:24 || Estimated Time: 0:00:00 2020-11-04 03:02:30,613 Segmentron INFO: Epoch 400 model saved in: workdir/a2-2-3-400e/400.pth 2020-11-04 03:02:30,883 Segmentron INFO: Total training time: 16:58:25.778749 (0.9793s / it)