[2021-03-11 12:03:30,277][root][INFO] - train: phase: train20 is_train: true exp_name: finetune50 log_dir: /checkpoint/jihou/finetune50 batch_size: 8 report_batch: 10 report_epoch: 5 workers: 4 write_result: false optimizer: optimizer: SGD lr: 0.01 sgd_momentum: 0.9 sgd_dampening: 0.1 adam_beta1: 0.9 adam_beta2: 0.999 weight_decay: 0.0 bn_momentum: 0.02 scheduler: scheduler: PolyLR max_epochs: 80 decay_epochs: - 80 - 120 - 160 lr_decay: 0.1 poly_power: 0.9 distributed: num_gpus: 1 finetune: model: Semantic2D weights: /checkpoint/jihou/clip3d/pretrain/imagenet/combine_res50unetlr01/models/checkpoint.pth pretrained: none backbone: Res50UNet dataset: name: ScanNet augment: false chunk: false npoints: 80000 colorjitter: false [2021-03-11 12:03:32,140][root][INFO] - Loss weights from content: tensor([0.0000, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990, 0.9990]) [2021-03-11 12:03:35,560][root][INFO] - Ignoring class 0 in IoU evaluation [2021-03-11 12:03:37,268][root][INFO] - ===> Number of trainable parameters: Semantic2D: 175320021 [2021-03-11 12:03:37,268][root][INFO] - ===> Loading weights: /checkpoint/jihou/clip3d/pretrain/imagenet/combine_res50unetlr01/models/checkpoint.pth [2021-03-11 12:03:44,378][root][INFO] - Loading weights:backbone.encoder.conv1.weight, backbone.encoder.bn1.weight, backbone.encoder.bn1.bias, backbone.encoder.bn1.running_mean, backbone.encoder.bn1.running_var, backbone.encoder.bn1.num_batches_tracked, backbone.encoder.layer1.0.conv1.weight, backbone.encoder.layer1.0.bn1.weight, backbone.encoder.layer1.0.bn1.bias, backbone.encoder.layer1.0.bn1.running_mean, backbone.encoder.layer1.0.bn1.running_var, backbone.encoder.layer1.0.bn1.num_batches_tracked, backbone.encoder.layer1.0.conv2.weight, backbone.encoder.layer1.0.bn2.weight, backbone.encoder.layer1.0.bn2.bias, backbone.encoder.layer1.0.bn2.running_mean, 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backbone.decoder.up3.bn1.num_batches_tracked, backbone.decoder.up3.conv1_2.weight, backbone.decoder.up3.bn1_2.weight, backbone.decoder.up3.bn1_2.bias, backbone.decoder.up3.bn1_2.running_mean, backbone.decoder.up3.bn1_2.running_var, backbone.decoder.up3.bn1_2.num_batches_tracked, backbone.decoder.up3.conv2.weight, backbone.decoder.up3.bn2.weight, backbone.decoder.up3.bn2.bias, backbone.decoder.up3.bn2.running_mean, backbone.decoder.up3.bn2.running_var, backbone.decoder.up3.bn2.num_batches_tracked, backbone.decoder.up4.conv1.weight, backbone.decoder.up4.bn1.weight, backbone.decoder.up4.bn1.bias, backbone.decoder.up4.bn1.running_mean, backbone.decoder.up4.bn1.running_var, backbone.decoder.up4.bn1.num_batches_tracked, backbone.decoder.up4.conv1_2.weight, backbone.decoder.up4.bn1_2.weight, backbone.decoder.up4.bn1_2.bias, backbone.decoder.up4.bn1_2.running_mean, backbone.decoder.up4.bn1_2.running_var, backbone.decoder.up4.bn1_2.num_batches_tracked, backbone.decoder.up4.conv2.weight, backbone.decoder.up4.bn2.weight, backbone.decoder.up4.bn2.bias, backbone.decoder.up4.bn2.running_mean, backbone.decoder.up4.bn2.running_var, backbone.decoder.up4.bn2.num_batches_tracked [2021-03-11 12:03:44,690][root][INFO] - Training in device: cuda [2021-03-11 12:03:46,226][root][INFO] - Lr: 1.000e-02 | Epoch: [0][0/483] | Time 1.315 | Data 0.561 | Loss 3.0542 | IoU 0.006 [2021-03-11 12:03:50,620][root][INFO] - Lr: 9.997e-03 | Epoch: [0][10/483] | Time 0.530 | Data 0.092 | Loss 2.9262 | IoU 0.028 [2021-03-11 12:03:55,018][root][INFO] - Lr: 9.995e-03 | Epoch: [0][20/483] | Time 0.487 | Data 0.064 | Loss 2.6139 | IoU 0.041 [2021-03-11 12:03:59,430][root][INFO] - Lr: 9.993e-03 | Epoch: [0][30/483] | Time 0.472 | Data 0.054 | Loss 2.3970 | IoU 0.045 [2021-03-11 12:04:03,865][root][INFO] - Lr: 9.990e-03 | Epoch: [0][40/483] | Time 0.465 | Data 0.049 | Loss 2.2758 | IoU 0.047 [2021-03-11 12:04:08,284][root][INFO] - Lr: 9.988e-03 | Epoch: [0][50/483] | Time 0.461 | Data 0.046 | Loss 2.1933 | IoU 0.052 [2021-03-11 12:04:12,698][root][INFO] - Lr: 9.986e-03 | Epoch: [0][60/483] | Time 0.458 | Data 0.044 | Loss 2.0942 | IoU 0.059 [2021-03-11 12:04:17,129][root][INFO] - Lr: 9.983e-03 | Epoch: [0][70/483] | Time 0.456 | Data 0.043 | Loss 2.0298 | IoU 0.063 [2021-03-11 12:04:21,557][root][INFO] - Lr: 9.981e-03 | Epoch: [0][80/483] | Time 0.454 | Data 0.042 | Loss 1.9498 | IoU 0.067 [2021-03-11 12:04:25,980][root][INFO] - Lr: 9.979e-03 | Epoch: [0][90/483] | Time 0.453 | Data 0.041 | Loss 1.8975 | IoU 0.071 [2021-03-11 12:04:30,420][root][INFO] - Lr: 9.976e-03 | Epoch: [0][100/483] | Time 0.452 | Data 0.040 | Loss 1.8477 | IoU 0.074 [2021-03-11 12:04:34,868][root][INFO] - Lr: 9.974e-03 | Epoch: [0][110/483] | Time 0.451 | Data 0.040 | Loss 1.7995 | IoU 0.078 [2021-03-11 12:04:39,308][root][INFO] - Lr: 9.972e-03 | Epoch: [0][120/483] | Time 0.451 | Data 0.039 | Loss 1.7638 | IoU 0.081 [2021-03-11 12:04:43,740][root][INFO] - Lr: 9.969e-03 | Epoch: [0][130/483] | Time 0.450 | Data 0.039 | Loss 1.7239 | IoU 0.085 [2021-03-11 12:04:48,199][root][INFO] - Lr: 9.967e-03 | Epoch: [0][140/483] | Time 0.450 | Data 0.038 | Loss 1.6948 | IoU 0.089 [2021-03-11 12:04:52,645][root][INFO] - Lr: 9.965e-03 | Epoch: [0][150/483] | Time 0.449 | Data 0.038 | Loss 1.6598 | IoU 0.092 [2021-03-11 12:04:57,096][root][INFO] - Lr: 9.962e-03 | Epoch: [0][160/483] | Time 0.449 | Data 0.038 | Loss 1.6322 | IoU 0.095 [2021-03-11 12:05:01,538][root][INFO] - Lr: 9.960e-03 | Epoch: [0][170/483] | Time 0.449 | Data 0.038 | Loss 1.6116 | IoU 0.098 [2021-03-11 12:05:05,992][root][INFO] - Lr: 9.958e-03 | Epoch: [0][180/483] | Time 0.449 | Data 0.037 | Loss 1.5962 | IoU 0.101 [2021-03-11 12:05:10,454][root][INFO] - Lr: 9.956e-03 | Epoch: [0][190/483] | Time 0.449 | Data 0.037 | Loss 1.5736 | IoU 0.104 [2021-03-11 12:05:14,922][root][INFO] - Lr: 9.953e-03 | Epoch: [0][200/483] | Time 0.448 | Data 0.037 | Loss 1.5535 | IoU 0.107 [2021-03-11 12:05:19,387][root][INFO] - Lr: 9.951e-03 | Epoch: [0][210/483] | Time 0.448 | Data 0.037 | Loss 1.5383 | IoU 0.109 [2021-03-11 12:05:23,849][root][INFO] - Lr: 9.949e-03 | Epoch: [0][220/483] | Time 0.448 | Data 0.037 | Loss 1.5182 | IoU 0.113 [2021-03-11 12:05:28,310][root][INFO] - Lr: 9.946e-03 | Epoch: [0][230/483] | Time 0.448 | Data 0.037 | Loss 1.4965 | IoU 0.116 [2021-03-11 12:05:32,773][root][INFO] - Lr: 9.944e-03 | Epoch: [0][240/483] | Time 0.448 | Data 0.037 | Loss 1.4774 | IoU 0.120 [2021-03-11 12:05:37,232][root][INFO] - Lr: 9.942e-03 | Epoch: [0][250/483] | Time 0.448 | Data 0.037 | Loss 1.4604 | IoU 0.123 [2021-03-11 12:05:41,692][root][INFO] - Lr: 9.939e-03 | Epoch: [0][260/483] | Time 0.448 | Data 0.036 | Loss 1.4434 | IoU 0.128 [2021-03-11 12:05:46,141][root][INFO] - Lr: 9.937e-03 | Epoch: [0][270/483] | Time 0.448 | Data 0.036 | Loss 1.4311 | IoU 0.131 [2021-03-11 12:05:50,604][root][INFO] - Lr: 9.935e-03 | Epoch: [0][280/483] | Time 0.448 | Data 0.036 | Loss 1.4139 | IoU 0.134 [2021-03-11 12:05:55,071][root][INFO] - Lr: 9.932e-03 | Epoch: [0][290/483] | Time 0.448 | Data 0.036 | Loss 1.4037 | IoU 0.138 [2021-03-11 12:05:59,536][root][INFO] - Lr: 9.930e-03 | Epoch: [0][300/483] | Time 0.448 | Data 0.036 | Loss 1.3873 | IoU 0.141 [2021-03-11 12:06:04,017][root][INFO] - Lr: 9.928e-03 | Epoch: [0][310/483] | Time 0.448 | Data 0.036 | Loss 1.3734 | IoU 0.144 [2021-03-11 12:06:08,483][root][INFO] - Lr: 9.925e-03 | Epoch: [0][320/483] | Time 0.448 | Data 0.036 | Loss 1.3564 | IoU 0.147 [2021-03-11 12:06:12,957][root][INFO] - Lr: 9.923e-03 | Epoch: [0][330/483] | Time 0.448 | Data 0.036 | Loss 1.3396 | IoU 0.150 [2021-03-11 12:06:17,427][root][INFO] - Lr: 9.921e-03 | Epoch: [0][340/483] | Time 0.448 | Data 0.036 | Loss 1.3258 | IoU 0.154 [2021-03-11 12:06:21,891][root][INFO] - Lr: 9.918e-03 | Epoch: [0][350/483] | Time 0.448 | Data 0.036 | Loss 1.3135 | IoU 0.157 [2021-03-11 12:06:26,374][root][INFO] - Lr: 9.916e-03 | Epoch: [0][360/483] | Time 0.448 | Data 0.036 | Loss 1.2985 | IoU 0.161 [2021-03-11 12:06:30,845][root][INFO] - Lr: 9.914e-03 | Epoch: [0][370/483] | Time 0.448 | Data 0.036 | Loss 1.2857 | IoU 0.164 [2021-03-11 12:06:35,319][root][INFO] - Lr: 9.911e-03 | Epoch: [0][380/483] | Time 0.448 | Data 0.036 | Loss 1.2707 | IoU 0.168 [2021-03-11 12:06:39,794][root][INFO] - Lr: 9.909e-03 | Epoch: [0][390/483] | Time 0.448 | Data 0.036 | Loss 1.2556 | IoU 0.172 [2021-03-11 12:06:44,257][root][INFO] - Lr: 9.907e-03 | Epoch: [0][400/483] | Time 0.448 | Data 0.036 | Loss 1.2417 | IoU 0.175 [2021-03-11 12:06:48,735][root][INFO] - Lr: 9.904e-03 | Epoch: [0][410/483] | Time 0.448 | Data 0.036 | Loss 1.2304 | IoU 0.178 [2021-03-11 12:06:53,198][root][INFO] - Lr: 9.902e-03 | Epoch: [0][420/483] | Time 0.448 | Data 0.036 | Loss 1.2174 | IoU 0.181 [2021-03-11 12:06:57,665][root][INFO] - Lr: 9.900e-03 | Epoch: [0][430/483] | Time 0.448 | Data 0.036 | Loss 1.2058 | IoU 0.184 [2021-03-11 12:07:02,134][root][INFO] - Lr: 9.897e-03 | Epoch: [0][440/483] | Time 0.447 | Data 0.036 | Loss 1.1957 | IoU 0.187 [2021-03-11 12:07:06,595][root][INFO] - Lr: 9.895e-03 | Epoch: [0][450/483] | Time 0.447 | Data 0.035 | Loss 1.1856 | IoU 0.190 [2021-03-11 12:07:11,069][root][INFO] - Lr: 9.893e-03 | Epoch: [0][460/483] | Time 0.447 | Data 0.035 | Loss 1.1750 | IoU 0.193 [2021-03-11 12:07:15,533][root][INFO] - Lr: 9.890e-03 | Epoch: [0][470/483] | Time 0.447 | Data 0.035 | Loss 1.1678 | IoU 0.195 [2021-03-11 12:07:20,003][root][INFO] - Lr: 9.888e-03 | Epoch: [0][480/483] | Time 0.447 | Data 0.035 | Loss 1.1593 | IoU 0.197 [2021-03-11 12:07:21,545][root][INFO] - 0/680 [2021-03-11 12:07:21,778][root][INFO] - 1/680 [2021-03-11 12:07:21,980][root][INFO] - 2/680 [2021-03-11 12:07:22,181][root][INFO] - 3/680 [2021-03-11 12:07:22,378][root][INFO] - 4/680 [2021-03-11 12:07:22,575][root][INFO] - 5/680 [2021-03-11 12:07:22,773][root][INFO] - 6/680 [2021-03-11 12:07:22,970][root][INFO] - 7/680 [2021-03-11 12:07:23,168][root][INFO] - 8/680 [2021-03-11 12:07:23,356][root][INFO] - 9/680 [2021-03-11 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12:09:29,109][root][INFO] - 652/680 [2021-03-11 12:09:29,293][root][INFO] - 653/680 [2021-03-11 12:09:29,490][root][INFO] - 654/680 [2021-03-11 12:09:29,673][root][INFO] - 655/680 [2021-03-11 12:09:29,872][root][INFO] - 656/680 [2021-03-11 12:09:30,070][root][INFO] - 657/680 [2021-03-11 12:09:30,266][root][INFO] - 658/680 [2021-03-11 12:09:30,447][root][INFO] - 659/680 [2021-03-11 12:09:30,648][root][INFO] - 660/680 [2021-03-11 12:09:30,849][root][INFO] - 661/680 [2021-03-11 12:09:31,047][root][INFO] - 662/680 [2021-03-11 12:09:31,242][root][INFO] - 663/680 [2021-03-11 12:09:31,441][root][INFO] - 664/680 [2021-03-11 12:09:31,638][root][INFO] - 665/680 [2021-03-11 12:09:31,836][root][INFO] - 666/680 [2021-03-11 12:09:32,034][root][INFO] - 667/680 [2021-03-11 12:09:32,230][root][INFO] - 668/680 [2021-03-11 12:09:32,411][root][INFO] - 669/680 [2021-03-11 12:09:32,606][root][INFO] - 670/680 [2021-03-11 12:09:32,802][root][INFO] - 671/680 [2021-03-11 12:09:32,983][root][INFO] - 672/680 [2021-03-11 12:09:33,165][root][INFO] - 673/680 [2021-03-11 12:09:33,347][root][INFO] - 674/680 [2021-03-11 12:09:33,530][root][INFO] - 675/680 [2021-03-11 12:09:33,713][root][INFO] - 676/680 [2021-03-11 12:09:33,894][root][INFO] - 677/680 [2021-03-11 12:09:34,075][root][INFO] - 678/680 [2021-03-11 12:09:34,255][root][INFO] - 679/680 [2021-03-11 12:09:34,458][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.1364 IoU avg 0.346 [2021-03-11 12:09:34,462][root][INFO] - ---> save checkpoint [2021-03-11 12:09:38,406][root][INFO] - Lr: 9.887e-03 | Epoch: [1][0/483] | Time 0.951 | Data 0.515 | Loss 1.1563 | IoU 0.198 [2021-03-11 12:09:42,858][root][INFO] - Lr: 9.885e-03 | Epoch: [1][10/483] | Time 0.491 | Data 0.078 | Loss 1.1461 | IoU 0.201 [2021-03-11 12:09:47,327][root][INFO] - Lr: 9.883e-03 | Epoch: [1][20/483] | Time 0.470 | Data 0.057 | Loss 1.1347 | IoU 0.203 [2021-03-11 12:09:51,803][root][INFO] - Lr: 9.880e-03 | Epoch: [1][30/483] | Time 0.463 | Data 0.050 | Loss 1.1248 | IoU 0.206 [2021-03-11 12:09:56,280][root][INFO] - Lr: 9.878e-03 | Epoch: [1][40/483] | Time 0.459 | Data 0.046 | Loss 1.1153 | IoU 0.208 [2021-03-11 12:10:00,740][root][INFO] - Lr: 9.876e-03 | Epoch: [1][50/483] | Time 0.457 | Data 0.044 | Loss 1.1049 | IoU 0.211 [2021-03-11 12:10:05,213][root][INFO] - Lr: 9.873e-03 | Epoch: [1][60/483] | Time 0.455 | Data 0.042 | Loss 1.0974 | IoU 0.213 [2021-03-11 12:10:09,669][root][INFO] - Lr: 9.871e-03 | Epoch: [1][70/483] | Time 0.454 | Data 0.041 | Loss 1.0877 | IoU 0.216 [2021-03-11 12:10:14,134][root][INFO] - Lr: 9.869e-03 | Epoch: [1][80/483] | Time 0.453 | Data 0.040 | Loss 1.0791 | IoU 0.218 [2021-03-11 12:10:18,580][root][INFO] - Lr: 9.866e-03 | Epoch: [1][90/483] | Time 0.452 | Data 0.040 | Loss 1.0697 | IoU 0.220 [2021-03-11 12:10:23,052][root][INFO] - Lr: 9.864e-03 | Epoch: [1][100/483] | Time 0.451 | Data 0.039 | Loss 1.0602 | IoU 0.222 [2021-03-11 12:10:27,536][root][INFO] - Lr: 9.862e-03 | Epoch: [1][110/483] | Time 0.451 | Data 0.039 | Loss 1.0511 | IoU 0.225 [2021-03-11 12:10:32,013][root][INFO] - Lr: 9.859e-03 | Epoch: [1][120/483] | Time 0.451 | Data 0.038 | Loss 1.0424 | IoU 0.227 [2021-03-11 12:10:36,482][root][INFO] - Lr: 9.857e-03 | Epoch: [1][130/483] | Time 0.451 | Data 0.038 | Loss 1.0325 | IoU 0.229 [2021-03-11 12:10:40,941][root][INFO] - Lr: 9.855e-03 | Epoch: [1][140/483] | Time 0.450 | Data 0.038 | Loss 1.0240 | IoU 0.231 [2021-03-11 12:10:45,406][root][INFO] - Lr: 9.852e-03 | Epoch: [1][150/483] | Time 0.450 | Data 0.037 | Loss 1.0174 | IoU 0.233 [2021-03-11 12:10:49,878][root][INFO] - Lr: 9.850e-03 | Epoch: [1][160/483] | Time 0.450 | Data 0.037 | Loss 1.0090 | IoU 0.235 [2021-03-11 12:10:54,353][root][INFO] - Lr: 9.848e-03 | Epoch: [1][170/483] | Time 0.450 | Data 0.037 | Loss 1.0020 | IoU 0.237 [2021-03-11 12:10:58,821][root][INFO] - Lr: 9.845e-03 | Epoch: [1][180/483] | Time 0.450 | Data 0.037 | Loss 0.9954 | IoU 0.239 [2021-03-11 12:11:03,281][root][INFO] - Lr: 9.843e-03 | Epoch: [1][190/483] | Time 0.449 | Data 0.037 | Loss 0.9884 | IoU 0.241 [2021-03-11 12:11:07,756][root][INFO] - Lr: 9.841e-03 | Epoch: [1][200/483] | Time 0.449 | Data 0.037 | Loss 0.9817 | IoU 0.243 [2021-03-11 12:11:12,230][root][INFO] - Lr: 9.838e-03 | Epoch: [1][210/483] | Time 0.449 | Data 0.036 | Loss 0.9745 | IoU 0.244 [2021-03-11 12:11:16,703][root][INFO] - Lr: 9.836e-03 | Epoch: [1][220/483] | Time 0.449 | Data 0.036 | Loss 0.9678 | IoU 0.246 [2021-03-11 12:11:21,167][root][INFO] - Lr: 9.834e-03 | Epoch: [1][230/483] | Time 0.449 | Data 0.036 | Loss 0.9609 | IoU 0.248 [2021-03-11 12:11:25,642][root][INFO] - Lr: 9.831e-03 | Epoch: [1][240/483] | Time 0.449 | Data 0.036 | Loss 0.9536 | IoU 0.250 [2021-03-11 12:11:30,122][root][INFO] - Lr: 9.829e-03 | Epoch: [1][250/483] | Time 0.449 | Data 0.036 | Loss 0.9475 | IoU 0.251 [2021-03-11 12:11:34,595][root][INFO] - Lr: 9.827e-03 | Epoch: [1][260/483] | Time 0.449 | Data 0.036 | Loss 0.9408 | IoU 0.253 [2021-03-11 12:11:39,073][root][INFO] - Lr: 9.824e-03 | Epoch: [1][270/483] | Time 0.449 | Data 0.036 | Loss 0.9348 | IoU 0.255 [2021-03-11 12:11:43,536][root][INFO] - Lr: 9.822e-03 | Epoch: [1][280/483] | Time 0.449 | Data 0.036 | Loss 0.9284 | IoU 0.257 [2021-03-11 12:11:48,008][root][INFO] - Lr: 9.820e-03 | Epoch: [1][290/483] | Time 0.449 | Data 0.036 | Loss 0.9232 | IoU 0.259 [2021-03-11 12:11:52,474][root][INFO] - Lr: 9.817e-03 | Epoch: [1][300/483] | Time 0.449 | Data 0.036 | Loss 0.9186 | IoU 0.261 [2021-03-11 12:11:56,940][root][INFO] - Lr: 9.815e-03 | Epoch: [1][310/483] | Time 0.449 | Data 0.036 | Loss 0.9129 | IoU 0.262 [2021-03-11 12:12:01,420][root][INFO] - Lr: 9.813e-03 | Epoch: [1][320/483] | Time 0.448 | Data 0.036 | Loss 0.9075 | IoU 0.264 [2021-03-11 12:12:05,896][root][INFO] - Lr: 9.810e-03 | Epoch: [1][330/483] | Time 0.448 | Data 0.036 | Loss 0.9023 | IoU 0.266 [2021-03-11 12:12:10,376][root][INFO] - Lr: 9.808e-03 | Epoch: [1][340/483] | Time 0.448 | Data 0.036 | Loss 0.8978 | IoU 0.267 [2021-03-11 12:12:14,863][root][INFO] - Lr: 9.806e-03 | Epoch: [1][350/483] | Time 0.448 | Data 0.036 | Loss 0.8929 | IoU 0.269 [2021-03-11 12:12:19,349][root][INFO] - Lr: 9.803e-03 | Epoch: [1][360/483] | Time 0.448 | Data 0.036 | Loss 0.8882 | IoU 0.271 [2021-03-11 12:12:23,823][root][INFO] - Lr: 9.801e-03 | Epoch: [1][370/483] | Time 0.448 | Data 0.036 | Loss 0.8837 | IoU 0.272 [2021-03-11 12:12:28,307][root][INFO] - Lr: 9.799e-03 | Epoch: [1][380/483] | Time 0.448 | Data 0.035 | Loss 0.8800 | IoU 0.273 [2021-03-11 12:12:32,776][root][INFO] - Lr: 9.796e-03 | Epoch: [1][390/483] | Time 0.448 | Data 0.035 | Loss 0.8759 | IoU 0.274 [2021-03-11 12:12:37,248][root][INFO] - Lr: 9.794e-03 | Epoch: [1][400/483] | Time 0.448 | Data 0.035 | Loss 0.8716 | IoU 0.275 [2021-03-11 12:12:41,723][root][INFO] - Lr: 9.792e-03 | Epoch: [1][410/483] | Time 0.448 | Data 0.035 | Loss 0.8671 | IoU 0.277 [2021-03-11 12:12:46,211][root][INFO] - Lr: 9.789e-03 | Epoch: [1][420/483] | Time 0.448 | Data 0.035 | Loss 0.8632 | IoU 0.277 [2021-03-11 12:12:50,691][root][INFO] - Lr: 9.787e-03 | Epoch: [1][430/483] | Time 0.448 | Data 0.035 | Loss 0.8595 | IoU 0.279 [2021-03-11 12:12:55,175][root][INFO] - Lr: 9.785e-03 | Epoch: [1][440/483] | Time 0.448 | Data 0.035 | Loss 0.8551 | IoU 0.280 [2021-03-11 12:12:59,658][root][INFO] - Lr: 9.782e-03 | Epoch: [1][450/483] | Time 0.448 | Data 0.035 | Loss 0.8501 | IoU 0.281 [2021-03-11 12:13:04,143][root][INFO] - Lr: 9.780e-03 | Epoch: [1][460/483] | Time 0.448 | Data 0.035 | Loss 0.8463 | IoU 0.283 [2021-03-11 12:13:08,627][root][INFO] - Lr: 9.778e-03 | Epoch: [1][470/483] | Time 0.448 | Data 0.035 | Loss 0.8417 | IoU 0.284 [2021-03-11 12:13:13,114][root][INFO] - Lr: 9.775e-03 | Epoch: [1][480/483] | Time 0.448 | Data 0.035 | Loss 0.8370 | IoU 0.286 [2021-03-11 12:13:15,072][root][INFO] - Lr: 9.774e-03 | Epoch: [2][0/483] | Time 0.943 | Data 0.511 | Loss 0.8355 | IoU 0.286 [2021-03-11 12:13:19,558][root][INFO] - Lr: 9.772e-03 | Epoch: [2][10/483] | Time 0.494 | Data 0.078 | Loss 0.8304 | IoU 0.288 [2021-03-11 12:13:24,042][root][INFO] - Lr: 9.770e-03 | Epoch: [2][20/483] | Time 0.472 | Data 0.057 | Loss 0.8250 | IoU 0.289 [2021-03-11 12:13:28,525][root][INFO] - Lr: 9.767e-03 | Epoch: [2][30/483] | Time 0.464 | Data 0.050 | Loss 0.8202 | IoU 0.291 [2021-03-11 12:13:32,991][root][INFO] - Lr: 9.765e-03 | Epoch: [2][40/483] | Time 0.460 | Data 0.046 | Loss 0.8156 | IoU 0.292 [2021-03-11 12:13:37,454][root][INFO] - Lr: 9.763e-03 | Epoch: [2][50/483] | Time 0.457 | Data 0.044 | Loss 0.8102 | IoU 0.294 [2021-03-11 12:13:41,952][root][INFO] - Lr: 9.760e-03 | Epoch: [2][60/483] | Time 0.456 | Data 0.042 | Loss 0.8055 | IoU 0.295 [2021-03-11 12:13:46,428][root][INFO] - Lr: 9.758e-03 | Epoch: [2][70/483] | Time 0.455 | Data 0.041 | Loss 0.8008 | IoU 0.297 [2021-03-11 12:13:50,895][root][INFO] - Lr: 9.756e-03 | Epoch: [2][80/483] | Time 0.454 | Data 0.040 | Loss 0.7964 | IoU 0.299 [2021-03-11 12:13:55,378][root][INFO] - Lr: 9.753e-03 | Epoch: [2][90/483] | Time 0.453 | Data 0.040 | Loss 0.7916 | IoU 0.300 [2021-03-11 12:13:59,848][root][INFO] - Lr: 9.751e-03 | Epoch: [2][100/483] | Time 0.453 | Data 0.039 | Loss 0.7866 | IoU 0.302 [2021-03-11 12:14:04,325][root][INFO] - Lr: 9.749e-03 | Epoch: [2][110/483] | Time 0.452 | Data 0.039 | Loss 0.7821 | IoU 0.303 [2021-03-11 12:14:08,814][root][INFO] - Lr: 9.746e-03 | Epoch: [2][120/483] | Time 0.452 | Data 0.038 | Loss 0.7783 | IoU 0.304 [2021-03-11 12:14:13,292][root][INFO] - Lr: 9.744e-03 | Epoch: [2][130/483] | Time 0.452 | Data 0.038 | Loss 0.7740 | IoU 0.305 [2021-03-11 12:14:17,771][root][INFO] - Lr: 9.742e-03 | Epoch: [2][140/483] | Time 0.451 | Data 0.038 | Loss 0.7697 | IoU 0.307 [2021-03-11 12:14:22,266][root][INFO] - Lr: 9.739e-03 | Epoch: [2][150/483] | Time 0.451 | Data 0.037 | Loss 0.7660 | IoU 0.308 [2021-03-11 12:14:26,747][root][INFO] - Lr: 9.737e-03 | Epoch: [2][160/483] | Time 0.451 | Data 0.037 | Loss 0.7619 | IoU 0.309 [2021-03-11 12:14:31,231][root][INFO] - Lr: 9.735e-03 | Epoch: [2][170/483] | Time 0.451 | Data 0.037 | Loss 0.7577 | IoU 0.310 [2021-03-11 12:14:35,727][root][INFO] - Lr: 9.732e-03 | Epoch: [2][180/483] | Time 0.451 | Data 0.037 | Loss 0.7536 | IoU 0.311 [2021-03-11 12:14:40,199][root][INFO] - Lr: 9.730e-03 | Epoch: [2][190/483] | Time 0.451 | Data 0.037 | Loss 0.7496 | IoU 0.313 [2021-03-11 12:14:44,690][root][INFO] - Lr: 9.728e-03 | Epoch: [2][200/483] | Time 0.451 | Data 0.037 | Loss 0.7457 | IoU 0.314 [2021-03-11 12:14:49,173][root][INFO] - Lr: 9.725e-03 | Epoch: [2][210/483] | Time 0.450 | Data 0.037 | Loss 0.7422 | IoU 0.315 [2021-03-11 12:14:53,653][root][INFO] - Lr: 9.723e-03 | Epoch: [2][220/483] | Time 0.450 | Data 0.037 | Loss 0.7388 | IoU 0.316 [2021-03-11 12:14:58,151][root][INFO] - Lr: 9.721e-03 | Epoch: [2][230/483] | Time 0.450 | Data 0.036 | Loss 0.7350 | IoU 0.317 [2021-03-11 12:15:02,632][root][INFO] - Lr: 9.718e-03 | Epoch: [2][240/483] | Time 0.450 | Data 0.036 | Loss 0.7313 | IoU 0.319 [2021-03-11 12:15:07,113][root][INFO] - Lr: 9.716e-03 | Epoch: [2][250/483] | Time 0.450 | Data 0.036 | Loss 0.7281 | IoU 0.320 [2021-03-11 12:15:11,599][root][INFO] - Lr: 9.714e-03 | Epoch: [2][260/483] | Time 0.450 | Data 0.036 | Loss 0.7245 | IoU 0.321 [2021-03-11 12:15:16,087][root][INFO] - Lr: 9.711e-03 | Epoch: [2][270/483] | Time 0.450 | Data 0.036 | Loss 0.7211 | IoU 0.322 [2021-03-11 12:15:20,568][root][INFO] - Lr: 9.709e-03 | Epoch: [2][280/483] | Time 0.450 | Data 0.036 | Loss 0.7185 | IoU 0.323 [2021-03-11 12:15:25,052][root][INFO] - Lr: 9.707e-03 | Epoch: [2][290/483] | Time 0.450 | Data 0.036 | Loss 0.7153 | IoU 0.324 [2021-03-11 12:15:29,535][root][INFO] - Lr: 9.704e-03 | Epoch: [2][300/483] | Time 0.450 | Data 0.036 | Loss 0.7118 | IoU 0.325 [2021-03-11 12:15:34,016][root][INFO] - Lr: 9.702e-03 | Epoch: [2][310/483] | Time 0.450 | Data 0.036 | Loss 0.7085 | IoU 0.326 [2021-03-11 12:15:38,506][root][INFO] - Lr: 9.700e-03 | Epoch: [2][320/483] | Time 0.450 | Data 0.036 | Loss 0.7049 | IoU 0.327 [2021-03-11 12:15:43,000][root][INFO] - Lr: 9.697e-03 | Epoch: [2][330/483] | Time 0.450 | Data 0.036 | Loss 0.7017 | IoU 0.328 [2021-03-11 12:15:47,489][root][INFO] - Lr: 9.695e-03 | Epoch: [2][340/483] | Time 0.450 | Data 0.036 | Loss 0.6985 | IoU 0.329 [2021-03-11 12:15:51,972][root][INFO] - Lr: 9.693e-03 | Epoch: [2][350/483] | Time 0.450 | Data 0.036 | Loss 0.6958 | IoU 0.330 [2021-03-11 12:15:56,445][root][INFO] - Lr: 9.690e-03 | Epoch: [2][360/483] | Time 0.450 | Data 0.036 | Loss 0.6931 | IoU 0.331 [2021-03-11 12:16:00,929][root][INFO] - Lr: 9.688e-03 | Epoch: [2][370/483] | Time 0.450 | Data 0.036 | Loss 0.6905 | IoU 0.332 [2021-03-11 12:16:05,409][root][INFO] - Lr: 9.686e-03 | Epoch: [2][380/483] | Time 0.450 | Data 0.036 | Loss 0.6876 | IoU 0.333 [2021-03-11 12:16:09,886][root][INFO] - Lr: 9.683e-03 | Epoch: [2][390/483] | Time 0.450 | Data 0.036 | Loss 0.6844 | IoU 0.334 [2021-03-11 12:16:14,361][root][INFO] - Lr: 9.681e-03 | Epoch: [2][400/483] | Time 0.449 | Data 0.036 | Loss 0.6814 | IoU 0.334 [2021-03-11 12:16:18,845][root][INFO] - Lr: 9.679e-03 | Epoch: [2][410/483] | Time 0.449 | Data 0.036 | Loss 0.6788 | IoU 0.335 [2021-03-11 12:16:23,327][root][INFO] - Lr: 9.676e-03 | Epoch: [2][420/483] | Time 0.449 | Data 0.035 | Loss 0.6759 | IoU 0.336 [2021-03-11 12:16:27,817][root][INFO] - Lr: 9.674e-03 | Epoch: [2][430/483] | Time 0.449 | Data 0.035 | Loss 0.6734 | IoU 0.337 [2021-03-11 12:16:32,307][root][INFO] - Lr: 9.672e-03 | Epoch: [2][440/483] | Time 0.449 | Data 0.035 | Loss 0.6705 | IoU 0.338 [2021-03-11 12:16:36,798][root][INFO] - Lr: 9.669e-03 | Epoch: [2][450/483] | Time 0.449 | Data 0.035 | Loss 0.6683 | IoU 0.339 [2021-03-11 12:16:41,276][root][INFO] - Lr: 9.667e-03 | Epoch: [2][460/483] | Time 0.449 | Data 0.035 | Loss 0.6658 | IoU 0.339 [2021-03-11 12:16:45,775][root][INFO] - Lr: 9.665e-03 | Epoch: [2][470/483] | Time 0.449 | Data 0.035 | Loss 0.6633 | IoU 0.340 [2021-03-11 12:16:50,257][root][INFO] - Lr: 9.662e-03 | Epoch: [2][480/483] | Time 0.449 | Data 0.035 | Loss 0.6609 | IoU 0.341 [2021-03-11 12:16:52,188][root][INFO] - Lr: 9.662e-03 | Epoch: [3][0/483] | Time 0.928 | Data 0.493 | Loss 0.6600 | IoU 0.342 [2021-03-11 12:16:56,659][root][INFO] - Lr: 9.659e-03 | Epoch: [3][10/483] | Time 0.491 | Data 0.076 | Loss 0.6571 | IoU 0.342 [2021-03-11 12:17:01,139][root][INFO] - Lr: 9.657e-03 | Epoch: [3][20/483] | Time 0.471 | Data 0.056 | Loss 0.6541 | IoU 0.343 [2021-03-11 12:17:05,623][root][INFO] - Lr: 9.655e-03 | Epoch: [3][30/483] | Time 0.463 | Data 0.049 | Loss 0.6511 | IoU 0.345 [2021-03-11 12:17:10,107][root][INFO] - Lr: 9.652e-03 | Epoch: [3][40/483] | Time 0.460 | Data 0.045 | Loss 0.6482 | IoU 0.346 [2021-03-11 12:17:14,593][root][INFO] - Lr: 9.650e-03 | Epoch: [3][50/483] | Time 0.458 | Data 0.043 | Loss 0.6454 | IoU 0.347 [2021-03-11 12:17:19,070][root][INFO] - Lr: 9.648e-03 | Epoch: [3][60/483] | Time 0.456 | Data 0.042 | Loss 0.6426 | IoU 0.348 [2021-03-11 12:17:23,553][root][INFO] - Lr: 9.645e-03 | Epoch: [3][70/483] | Time 0.455 | Data 0.041 | Loss 0.6396 | IoU 0.349 [2021-03-11 12:17:28,040][root][INFO] - Lr: 9.643e-03 | Epoch: [3][80/483] | Time 0.454 | Data 0.040 | Loss 0.6369 | IoU 0.350 [2021-03-11 12:17:32,519][root][INFO] - Lr: 9.641e-03 | Epoch: [3][90/483] | Time 0.453 | Data 0.039 | Loss 0.6341 | IoU 0.351 [2021-03-11 12:17:37,003][root][INFO] - Lr: 9.638e-03 | Epoch: [3][100/483] | Time 0.453 | Data 0.039 | Loss 0.6312 | IoU 0.352 [2021-03-11 12:17:41,495][root][INFO] - Lr: 9.636e-03 | Epoch: [3][110/483] | Time 0.453 | Data 0.038 | Loss 0.6284 | IoU 0.353 [2021-03-11 12:17:45,974][root][INFO] - Lr: 9.634e-03 | Epoch: [3][120/483] | Time 0.452 | Data 0.038 | Loss 0.6257 | IoU 0.354 [2021-03-11 12:17:50,452][root][INFO] - Lr: 9.631e-03 | Epoch: [3][130/483] | Time 0.452 | Data 0.038 | Loss 0.6231 | IoU 0.355 [2021-03-11 12:17:54,942][root][INFO] - Lr: 9.629e-03 | Epoch: [3][140/483] | Time 0.452 | Data 0.038 | Loss 0.6207 | IoU 0.356 [2021-03-11 12:17:59,435][root][INFO] - Lr: 9.627e-03 | Epoch: [3][150/483] | Time 0.451 | Data 0.037 | Loss 0.6180 | IoU 0.356 [2021-03-11 12:18:03,927][root][INFO] - Lr: 9.624e-03 | Epoch: [3][160/483] | Time 0.451 | Data 0.037 | Loss 0.6157 | IoU 0.357 [2021-03-11 12:18:08,410][root][INFO] - Lr: 9.622e-03 | Epoch: [3][170/483] | Time 0.451 | Data 0.037 | Loss 0.6130 | IoU 0.358 [2021-03-11 12:18:12,887][root][INFO] - Lr: 9.620e-03 | Epoch: [3][180/483] | Time 0.451 | Data 0.037 | Loss 0.6106 | IoU 0.359 [2021-03-11 12:18:17,379][root][INFO] - Lr: 9.617e-03 | Epoch: [3][190/483] | Time 0.451 | Data 0.037 | Loss 0.6082 | IoU 0.360 [2021-03-11 12:18:21,855][root][INFO] - Lr: 9.615e-03 | Epoch: [3][200/483] | Time 0.451 | Data 0.037 | Loss 0.6059 | IoU 0.361 [2021-03-11 12:18:26,331][root][INFO] - Lr: 9.613e-03 | Epoch: [3][210/483] | Time 0.451 | Data 0.037 | Loss 0.6034 | IoU 0.361 [2021-03-11 12:18:30,808][root][INFO] - Lr: 9.610e-03 | Epoch: [3][220/483] | Time 0.450 | Data 0.036 | Loss 0.6012 | IoU 0.362 [2021-03-11 12:18:35,286][root][INFO] - Lr: 9.608e-03 | Epoch: [3][230/483] | Time 0.450 | Data 0.036 | Loss 0.5988 | IoU 0.363 [2021-03-11 12:18:39,775][root][INFO] - Lr: 9.606e-03 | Epoch: [3][240/483] | Time 0.450 | Data 0.036 | Loss 0.5962 | IoU 0.364 [2021-03-11 12:18:44,257][root][INFO] - Lr: 9.603e-03 | Epoch: [3][250/483] | Time 0.450 | Data 0.036 | Loss 0.5938 | IoU 0.365 [2021-03-11 12:18:48,741][root][INFO] - Lr: 9.601e-03 | Epoch: [3][260/483] | Time 0.450 | Data 0.036 | Loss 0.5915 | IoU 0.366 [2021-03-11 12:18:53,229][root][INFO] - Lr: 9.598e-03 | Epoch: [3][270/483] | Time 0.450 | Data 0.036 | Loss 0.5892 | IoU 0.367 [2021-03-11 12:18:57,714][root][INFO] - Lr: 9.596e-03 | Epoch: [3][280/483] | Time 0.450 | Data 0.036 | Loss 0.5870 | IoU 0.367 [2021-03-11 12:19:02,209][root][INFO] - Lr: 9.594e-03 | Epoch: [3][290/483] | Time 0.450 | Data 0.036 | Loss 0.5850 | IoU 0.368 [2021-03-11 12:19:06,695][root][INFO] - Lr: 9.591e-03 | Epoch: [3][300/483] | Time 0.450 | Data 0.036 | Loss 0.5828 | IoU 0.369 [2021-03-11 12:19:11,171][root][INFO] - Lr: 9.589e-03 | Epoch: [3][310/483] | Time 0.450 | Data 0.036 | Loss 0.5805 | IoU 0.370 [2021-03-11 12:19:15,645][root][INFO] - Lr: 9.587e-03 | Epoch: [3][320/483] | Time 0.450 | Data 0.036 | Loss 0.5784 | IoU 0.370 [2021-03-11 12:19:20,127][root][INFO] - Lr: 9.584e-03 | Epoch: [3][330/483] | Time 0.450 | Data 0.036 | Loss 0.5762 | IoU 0.371 [2021-03-11 12:19:24,610][root][INFO] - Lr: 9.582e-03 | Epoch: [3][340/483] | Time 0.450 | Data 0.036 | Loss 0.5743 | IoU 0.372 [2021-03-11 12:19:29,091][root][INFO] - Lr: 9.580e-03 | Epoch: [3][350/483] | Time 0.450 | Data 0.036 | Loss 0.5722 | IoU 0.373 [2021-03-11 12:19:33,575][root][INFO] - Lr: 9.577e-03 | Epoch: [3][360/483] | Time 0.450 | Data 0.036 | Loss 0.5703 | IoU 0.374 [2021-03-11 12:19:38,061][root][INFO] - Lr: 9.575e-03 | Epoch: [3][370/483] | Time 0.450 | Data 0.036 | Loss 0.5681 | IoU 0.374 [2021-03-11 12:19:42,539][root][INFO] - Lr: 9.573e-03 | Epoch: [3][380/483] | Time 0.450 | Data 0.036 | Loss 0.5660 | IoU 0.375 [2021-03-11 12:19:47,024][root][INFO] - Lr: 9.570e-03 | Epoch: [3][390/483] | Time 0.450 | Data 0.036 | Loss 0.5642 | IoU 0.375 [2021-03-11 12:19:51,504][root][INFO] - Lr: 9.568e-03 | Epoch: [3][400/483] | Time 0.449 | Data 0.035 | Loss 0.5622 | IoU 0.376 [2021-03-11 12:19:55,993][root][INFO] - Lr: 9.566e-03 | Epoch: [3][410/483] | Time 0.449 | Data 0.035 | Loss 0.5602 | IoU 0.376 [2021-03-11 12:20:00,478][root][INFO] - Lr: 9.563e-03 | Epoch: [3][420/483] | Time 0.449 | Data 0.035 | Loss 0.5583 | IoU 0.377 [2021-03-11 12:20:04,957][root][INFO] - Lr: 9.561e-03 | Epoch: [3][430/483] | Time 0.449 | Data 0.035 | Loss 0.5564 | IoU 0.378 [2021-03-11 12:20:09,445][root][INFO] - Lr: 9.559e-03 | Epoch: [3][440/483] | Time 0.449 | Data 0.035 | Loss 0.5545 | IoU 0.379 [2021-03-11 12:20:13,938][root][INFO] - Lr: 9.556e-03 | Epoch: [3][450/483] | Time 0.449 | Data 0.035 | Loss 0.5527 | IoU 0.379 [2021-03-11 12:20:18,417][root][INFO] - Lr: 9.554e-03 | Epoch: [3][460/483] | Time 0.449 | Data 0.035 | Loss 0.5508 | IoU 0.380 [2021-03-11 12:20:22,902][root][INFO] - Lr: 9.552e-03 | Epoch: [3][470/483] | Time 0.449 | Data 0.035 | Loss 0.5488 | IoU 0.381 [2021-03-11 12:20:27,374][root][INFO] - Lr: 9.549e-03 | Epoch: [3][480/483] | Time 0.449 | Data 0.035 | Loss 0.5472 | IoU 0.381 [2021-03-11 12:20:29,295][root][INFO] - Lr: 9.549e-03 | Epoch: [4][0/483] | Time 0.945 | Data 0.493 | Loss 0.5467 | IoU 0.381 [2021-03-11 12:20:33,789][root][INFO] - Lr: 9.546e-03 | Epoch: [4][10/483] | Time 0.495 | Data 0.076 | Loss 0.5446 | IoU 0.382 [2021-03-11 12:20:38,264][root][INFO] - Lr: 9.544e-03 | Epoch: [4][20/483] | Time 0.472 | Data 0.056 | Loss 0.5426 | IoU 0.383 [2021-03-11 12:20:42,745][root][INFO] - Lr: 9.542e-03 | Epoch: [4][30/483] | Time 0.464 | Data 0.049 | Loss 0.5406 | IoU 0.383 [2021-03-11 12:20:47,220][root][INFO] - Lr: 9.539e-03 | Epoch: [4][40/483] | Time 0.460 | Data 0.045 | Loss 0.5387 | IoU 0.384 [2021-03-11 12:20:51,691][root][INFO] - Lr: 9.537e-03 | Epoch: [4][50/483] | Time 0.458 | Data 0.043 | Loss 0.5368 | IoU 0.385 [2021-03-11 12:20:56,175][root][INFO] - Lr: 9.535e-03 | Epoch: [4][60/483] | Time 0.456 | Data 0.042 | Loss 0.5349 | IoU 0.386 [2021-03-11 12:21:00,664][root][INFO] - Lr: 9.532e-03 | Epoch: [4][70/483] | Time 0.455 | Data 0.041 | Loss 0.5329 | IoU 0.386 [2021-03-11 12:21:05,149][root][INFO] - Lr: 9.530e-03 | Epoch: [4][80/483] | Time 0.454 | Data 0.040 | Loss 0.5310 | IoU 0.387 [2021-03-11 12:21:09,635][root][INFO] - Lr: 9.528e-03 | Epoch: [4][90/483] | Time 0.454 | Data 0.039 | Loss 0.5292 | IoU 0.388 [2021-03-11 12:21:14,115][root][INFO] - Lr: 9.525e-03 | Epoch: [4][100/483] | Time 0.453 | Data 0.039 | Loss 0.5274 | IoU 0.388 [2021-03-11 12:21:18,601][root][INFO] - Lr: 9.523e-03 | Epoch: [4][110/483] | Time 0.453 | Data 0.038 | Loss 0.5257 | IoU 0.389 [2021-03-11 12:21:23,079][root][INFO] - Lr: 9.521e-03 | Epoch: [4][120/483] | Time 0.452 | Data 0.038 | Loss 0.5240 | IoU 0.390 [2021-03-11 12:21:27,558][root][INFO] - Lr: 9.518e-03 | Epoch: [4][130/483] | Time 0.452 | Data 0.038 | Loss 0.5221 | IoU 0.391 [2021-03-11 12:21:32,051][root][INFO] - Lr: 9.516e-03 | Epoch: [4][140/483] | Time 0.452 | Data 0.037 | Loss 0.5203 | IoU 0.391 [2021-03-11 12:21:36,540][root][INFO] - Lr: 9.514e-03 | Epoch: [4][150/483] | Time 0.452 | Data 0.037 | Loss 0.5187 | IoU 0.392 [2021-03-11 12:21:41,016][root][INFO] - Lr: 9.511e-03 | Epoch: [4][160/483] | Time 0.451 | Data 0.037 | Loss 0.5169 | IoU 0.392 [2021-03-11 12:21:45,503][root][INFO] - Lr: 9.509e-03 | Epoch: [4][170/483] | Time 0.451 | Data 0.037 | Loss 0.5151 | IoU 0.393 [2021-03-11 12:21:49,978][root][INFO] - Lr: 9.506e-03 | Epoch: [4][180/483] | Time 0.451 | Data 0.037 | Loss 0.5133 | IoU 0.394 [2021-03-11 12:21:54,463][root][INFO] - Lr: 9.504e-03 | Epoch: [4][190/483] | Time 0.451 | Data 0.037 | Loss 0.5118 | IoU 0.394 [2021-03-11 12:21:58,946][root][INFO] - Lr: 9.502e-03 | Epoch: [4][200/483] | Time 0.451 | Data 0.036 | Loss 0.5100 | IoU 0.395 [2021-03-11 12:22:03,439][root][INFO] - Lr: 9.499e-03 | Epoch: [4][210/483] | Time 0.451 | Data 0.036 | Loss 0.5083 | IoU 0.395 [2021-03-11 12:22:07,917][root][INFO] - Lr: 9.497e-03 | Epoch: [4][220/483] | Time 0.451 | Data 0.036 | Loss 0.5065 | IoU 0.396 [2021-03-11 12:22:12,400][root][INFO] - Lr: 9.495e-03 | Epoch: [4][230/483] | Time 0.450 | Data 0.036 | Loss 0.5050 | IoU 0.397 [2021-03-11 12:22:16,886][root][INFO] - Lr: 9.492e-03 | Epoch: [4][240/483] | Time 0.450 | Data 0.036 | Loss 0.5033 | IoU 0.397 [2021-03-11 12:22:21,368][root][INFO] - Lr: 9.490e-03 | Epoch: [4][250/483] | Time 0.450 | Data 0.036 | Loss 0.5017 | IoU 0.398 [2021-03-11 12:22:25,861][root][INFO] - Lr: 9.488e-03 | Epoch: [4][260/483] | Time 0.450 | Data 0.036 | Loss 0.5002 | IoU 0.398 [2021-03-11 12:22:30,347][root][INFO] - Lr: 9.485e-03 | Epoch: [4][270/483] | Time 0.450 | Data 0.036 | Loss 0.4985 | IoU 0.399 [2021-03-11 12:22:34,837][root][INFO] - Lr: 9.483e-03 | Epoch: [4][280/483] | Time 0.450 | Data 0.036 | Loss 0.4970 | IoU 0.399 [2021-03-11 12:22:39,316][root][INFO] - Lr: 9.481e-03 | Epoch: [4][290/483] | Time 0.450 | Data 0.036 | Loss 0.4953 | IoU 0.400 [2021-03-11 12:22:43,800][root][INFO] - Lr: 9.478e-03 | Epoch: [4][300/483] | Time 0.450 | Data 0.036 | Loss 0.4938 | IoU 0.400 [2021-03-11 12:22:48,303][root][INFO] - Lr: 9.476e-03 | Epoch: [4][310/483] | Time 0.450 | Data 0.036 | Loss 0.4923 | IoU 0.401 [2021-03-11 12:22:52,792][root][INFO] - Lr: 9.474e-03 | Epoch: [4][320/483] | Time 0.450 | Data 0.036 | Loss 0.4907 | IoU 0.401 [2021-03-11 12:22:57,282][root][INFO] - Lr: 9.471e-03 | Epoch: [4][330/483] | Time 0.450 | Data 0.036 | Loss 0.4893 | IoU 0.402 [2021-03-11 12:23:01,759][root][INFO] - Lr: 9.469e-03 | Epoch: [4][340/483] | Time 0.450 | Data 0.036 | Loss 0.4878 | IoU 0.402 [2021-03-11 12:23:06,244][root][INFO] - Lr: 9.467e-03 | Epoch: [4][350/483] | Time 0.450 | Data 0.036 | Loss 0.4864 | IoU 0.403 [2021-03-11 12:23:10,731][root][INFO] - Lr: 9.464e-03 | Epoch: [4][360/483] | Time 0.450 | Data 0.036 | Loss 0.4849 | IoU 0.403 [2021-03-11 12:23:15,221][root][INFO] - Lr: 9.462e-03 | Epoch: [4][370/483] | Time 0.450 | Data 0.035 | Loss 0.4833 | IoU 0.404 [2021-03-11 12:23:19,707][root][INFO] - Lr: 9.460e-03 | Epoch: [4][380/483] | Time 0.450 | Data 0.035 | Loss 0.4820 | IoU 0.404 [2021-03-11 12:23:24,191][root][INFO] - Lr: 9.457e-03 | Epoch: [4][390/483] | Time 0.450 | Data 0.035 | Loss 0.4806 | IoU 0.405 [2021-03-11 12:23:28,659][root][INFO] - Lr: 9.455e-03 | Epoch: [4][400/483] | Time 0.450 | Data 0.035 | Loss 0.4791 | IoU 0.405 [2021-03-11 12:23:33,140][root][INFO] - Lr: 9.453e-03 | Epoch: [4][410/483] | Time 0.450 | Data 0.035 | Loss 0.4776 | IoU 0.406 [2021-03-11 12:23:37,621][root][INFO] - Lr: 9.450e-03 | Epoch: [4][420/483] | Time 0.450 | Data 0.035 | Loss 0.4761 | IoU 0.406 [2021-03-11 12:23:42,098][root][INFO] - Lr: 9.448e-03 | Epoch: [4][430/483] | Time 0.450 | Data 0.035 | Loss 0.4747 | IoU 0.407 [2021-03-11 12:23:46,584][root][INFO] - Lr: 9.446e-03 | Epoch: [4][440/483] | Time 0.450 | Data 0.035 | Loss 0.4734 | IoU 0.408 [2021-03-11 12:23:51,058][root][INFO] - Lr: 9.443e-03 | Epoch: [4][450/483] | Time 0.449 | Data 0.035 | Loss 0.4721 | IoU 0.408 [2021-03-11 12:23:55,541][root][INFO] - Lr: 9.441e-03 | Epoch: [4][460/483] | Time 0.449 | Data 0.035 | Loss 0.4709 | IoU 0.409 [2021-03-11 12:24:00,021][root][INFO] - Lr: 9.439e-03 | Epoch: [4][470/483] | Time 0.449 | Data 0.035 | Loss 0.4698 | IoU 0.409 [2021-03-11 12:24:04,502][root][INFO] - Lr: 9.436e-03 | Epoch: [4][480/483] | Time 0.449 | Data 0.035 | Loss 0.4684 | IoU 0.410 [2021-03-11 12:24:06,421][root][INFO] - Lr: 9.435e-03 | Epoch: [5][0/483] | Time 0.946 | Data 0.507 | Loss 0.4680 | IoU 0.410 [2021-03-11 12:24:10,888][root][INFO] - Lr: 9.433e-03 | Epoch: [5][10/483] | Time 0.492 | Data 0.077 | Loss 0.4666 | IoU 0.410 [2021-03-11 12:24:15,375][root][INFO] - Lr: 9.431e-03 | Epoch: [5][20/483] | Time 0.471 | Data 0.057 | Loss 0.4652 | IoU 0.411 [2021-03-11 12:24:19,859][root][INFO] - Lr: 9.428e-03 | Epoch: [5][30/483] | Time 0.464 | Data 0.049 | Loss 0.4638 | IoU 0.411 [2021-03-11 12:24:24,344][root][INFO] - Lr: 9.426e-03 | Epoch: [5][40/483] | Time 0.460 | Data 0.046 | Loss 0.4624 | IoU 0.412 [2021-03-11 12:24:28,830][root][INFO] - Lr: 9.424e-03 | Epoch: [5][50/483] | Time 0.458 | Data 0.043 | Loss 0.4610 | IoU 0.412 [2021-03-11 12:24:33,314][root][INFO] - Lr: 9.421e-03 | Epoch: [5][60/483] | Time 0.456 | Data 0.042 | Loss 0.4597 | IoU 0.413 [2021-03-11 12:24:37,803][root][INFO] - Lr: 9.419e-03 | Epoch: [5][70/483] | Time 0.455 | Data 0.041 | Loss 0.4584 | IoU 0.413 [2021-03-11 12:24:42,299][root][INFO] - Lr: 9.417e-03 | Epoch: [5][80/483] | Time 0.455 | Data 0.040 | Loss 0.4570 | IoU 0.414 [2021-03-11 12:24:46,776][root][INFO] - Lr: 9.414e-03 | Epoch: [5][90/483] | Time 0.454 | Data 0.039 | Loss 0.4557 | IoU 0.414 [2021-03-11 12:24:51,257][root][INFO] - Lr: 9.412e-03 | Epoch: [5][100/483] | Time 0.453 | Data 0.039 | Loss 0.4544 | IoU 0.415 [2021-03-11 12:24:55,737][root][INFO] - Lr: 9.410e-03 | Epoch: [5][110/483] | Time 0.453 | Data 0.039 | Loss 0.4531 | IoU 0.415 [2021-03-11 12:25:00,223][root][INFO] - Lr: 9.407e-03 | Epoch: [5][120/483] | Time 0.452 | Data 0.038 | Loss 0.4519 | IoU 0.416 [2021-03-11 12:25:04,716][root][INFO] - Lr: 9.405e-03 | Epoch: [5][130/483] | Time 0.452 | Data 0.038 | Loss 0.4506 | IoU 0.416 [2021-03-11 12:25:09,204][root][INFO] - Lr: 9.403e-03 | Epoch: [5][140/483] | Time 0.452 | Data 0.038 | Loss 0.4493 | IoU 0.417 [2021-03-11 12:25:13,678][root][INFO] - Lr: 9.400e-03 | Epoch: [5][150/483] | Time 0.452 | Data 0.037 | Loss 0.4481 | IoU 0.417 [2021-03-11 12:25:18,159][root][INFO] - Lr: 9.398e-03 | Epoch: [5][160/483] | Time 0.451 | Data 0.037 | Loss 0.4467 | IoU 0.418 [2021-03-11 12:25:22,632][root][INFO] - Lr: 9.396e-03 | Epoch: [5][170/483] | Time 0.451 | Data 0.037 | Loss 0.4454 | IoU 0.418 [2021-03-11 12:25:27,118][root][INFO] - Lr: 9.393e-03 | Epoch: [5][180/483] | Time 0.451 | Data 0.037 | Loss 0.4443 | IoU 0.418 [2021-03-11 12:25:31,598][root][INFO] - Lr: 9.391e-03 | Epoch: [5][190/483] | Time 0.451 | Data 0.037 | Loss 0.4430 | IoU 0.419 [2021-03-11 12:25:36,081][root][INFO] - Lr: 9.389e-03 | Epoch: [5][200/483] | Time 0.451 | Data 0.037 | Loss 0.4418 | IoU 0.420 [2021-03-11 12:25:40,561][root][INFO] - Lr: 9.386e-03 | Epoch: [5][210/483] | Time 0.451 | Data 0.037 | Loss 0.4405 | IoU 0.420 [2021-03-11 12:25:45,051][root][INFO] - Lr: 9.384e-03 | Epoch: [5][220/483] | Time 0.451 | Data 0.036 | Loss 0.4393 | IoU 0.421 [2021-03-11 12:25:49,527][root][INFO] - Lr: 9.382e-03 | Epoch: [5][230/483] | Time 0.450 | Data 0.036 | Loss 0.4381 | IoU 0.421 [2021-03-11 12:25:54,016][root][INFO] - Lr: 9.379e-03 | Epoch: [5][240/483] | Time 0.450 | Data 0.036 | Loss 0.4369 | IoU 0.421 [2021-03-11 12:25:58,502][root][INFO] - Lr: 9.377e-03 | Epoch: [5][250/483] | Time 0.450 | Data 0.036 | Loss 0.4357 | IoU 0.422 [2021-03-11 12:26:02,986][root][INFO] - Lr: 9.375e-03 | Epoch: [5][260/483] | Time 0.450 | Data 0.036 | Loss 0.4345 | IoU 0.422 [2021-03-11 12:26:07,476][root][INFO] - Lr: 9.372e-03 | Epoch: [5][270/483] | Time 0.450 | Data 0.036 | Loss 0.4333 | IoU 0.423 [2021-03-11 12:26:11,969][root][INFO] - Lr: 9.370e-03 | Epoch: [5][280/483] | Time 0.450 | Data 0.036 | Loss 0.4321 | IoU 0.423 [2021-03-11 12:26:16,453][root][INFO] - Lr: 9.367e-03 | Epoch: [5][290/483] | Time 0.450 | Data 0.036 | Loss 0.4310 | IoU 0.424 [2021-03-11 12:26:20,931][root][INFO] - Lr: 9.365e-03 | Epoch: [5][300/483] | Time 0.450 | Data 0.036 | Loss 0.4299 | IoU 0.424 [2021-03-11 12:26:25,412][root][INFO] - Lr: 9.363e-03 | Epoch: [5][310/483] | Time 0.450 | Data 0.036 | Loss 0.4287 | IoU 0.425 [2021-03-11 12:26:29,884][root][INFO] - Lr: 9.360e-03 | Epoch: [5][320/483] | Time 0.450 | Data 0.036 | Loss 0.4276 | IoU 0.425 [2021-03-11 12:26:34,373][root][INFO] - Lr: 9.358e-03 | Epoch: [5][330/483] | Time 0.450 | Data 0.036 | Loss 0.4265 | IoU 0.426 [2021-03-11 12:26:38,863][root][INFO] - Lr: 9.356e-03 | Epoch: [5][340/483] | Time 0.450 | Data 0.036 | Loss 0.4254 | IoU 0.426 [2021-03-11 12:26:43,349][root][INFO] - Lr: 9.353e-03 | Epoch: [5][350/483] | Time 0.450 | Data 0.036 | Loss 0.4242 | IoU 0.426 [2021-03-11 12:26:47,839][root][INFO] - Lr: 9.351e-03 | Epoch: [5][360/483] | Time 0.450 | Data 0.036 | Loss 0.4232 | IoU 0.427 [2021-03-11 12:26:52,316][root][INFO] - Lr: 9.349e-03 | Epoch: [5][370/483] | Time 0.450 | Data 0.036 | Loss 0.4221 | IoU 0.427 [2021-03-11 12:26:56,807][root][INFO] - Lr: 9.346e-03 | Epoch: [5][380/483] | Time 0.450 | Data 0.036 | Loss 0.4210 | IoU 0.428 [2021-03-11 12:27:01,309][root][INFO] - Lr: 9.344e-03 | Epoch: [5][390/483] | Time 0.450 | Data 0.035 | Loss 0.4200 | IoU 0.428 [2021-03-11 12:27:05,782][root][INFO] - Lr: 9.342e-03 | Epoch: [5][400/483] | Time 0.450 | Data 0.035 | Loss 0.4189 | IoU 0.429 [2021-03-11 12:27:10,260][root][INFO] - Lr: 9.339e-03 | Epoch: [5][410/483] | Time 0.450 | Data 0.035 | Loss 0.4178 | IoU 0.429 [2021-03-11 12:27:14,761][root][INFO] - Lr: 9.337e-03 | Epoch: [5][420/483] | Time 0.450 | Data 0.035 | Loss 0.4167 | IoU 0.429 [2021-03-11 12:27:19,252][root][INFO] - Lr: 9.335e-03 | Epoch: [5][430/483] | Time 0.450 | Data 0.035 | Loss 0.4156 | IoU 0.430 [2021-03-11 12:27:23,735][root][INFO] - Lr: 9.332e-03 | Epoch: [5][440/483] | Time 0.450 | Data 0.035 | Loss 0.4146 | IoU 0.431 [2021-03-11 12:27:28,216][root][INFO] - Lr: 9.330e-03 | Epoch: [5][450/483] | Time 0.450 | Data 0.035 | Loss 0.4136 | IoU 0.431 [2021-03-11 12:27:32,714][root][INFO] - Lr: 9.328e-03 | Epoch: [5][460/483] | Time 0.450 | Data 0.035 | Loss 0.4126 | IoU 0.432 [2021-03-11 12:27:37,209][root][INFO] - Lr: 9.325e-03 | Epoch: [5][470/483] | Time 0.450 | Data 0.035 | Loss 0.4115 | IoU 0.432 [2021-03-11 12:27:41,699][root][INFO] - Lr: 9.323e-03 | Epoch: [5][480/483] | Time 0.450 | Data 0.035 | Loss 0.4104 | IoU 0.432 [2021-03-11 12:27:43,257][root][INFO] - 0/680 [2021-03-11 12:27:43,500][root][INFO] - 1/680 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644/680 [2021-03-11 12:29:49,424][root][INFO] - 645/680 [2021-03-11 12:29:49,622][root][INFO] - 646/680 [2021-03-11 12:29:49,820][root][INFO] - 647/680 [2021-03-11 12:29:50,018][root][INFO] - 648/680 [2021-03-11 12:29:50,215][root][INFO] - 649/680 [2021-03-11 12:29:50,413][root][INFO] - 650/680 [2021-03-11 12:29:50,611][root][INFO] - 651/680 [2021-03-11 12:29:50,793][root][INFO] - 652/680 [2021-03-11 12:29:50,991][root][INFO] - 653/680 [2021-03-11 12:29:51,180][root][INFO] - 654/680 [2021-03-11 12:29:51,374][root][INFO] - 655/680 [2021-03-11 12:29:51,573][root][INFO] - 656/680 [2021-03-11 12:29:51,757][root][INFO] - 657/680 [2021-03-11 12:29:51,948][root][INFO] - 658/680 [2021-03-11 12:29:52,145][root][INFO] - 659/680 [2021-03-11 12:29:52,339][root][INFO] - 660/680 [2021-03-11 12:29:52,535][root][INFO] - 661/680 [2021-03-11 12:29:52,732][root][INFO] - 662/680 [2021-03-11 12:29:52,929][root][INFO] - 663/680 [2021-03-11 12:29:53,120][root][INFO] - 664/680 [2021-03-11 12:29:53,318][root][INFO] - 665/680 [2021-03-11 12:29:53,515][root][INFO] - 666/680 [2021-03-11 12:29:53,711][root][INFO] - 667/680 [2021-03-11 12:29:53,893][root][INFO] - 668/680 [2021-03-11 12:29:54,090][root][INFO] - 669/680 [2021-03-11 12:29:54,288][root][INFO] - 670/680 [2021-03-11 12:29:54,485][root][INFO] - 671/680 [2021-03-11 12:29:54,669][root][INFO] - 672/680 [2021-03-11 12:29:54,849][root][INFO] - 673/680 [2021-03-11 12:29:55,031][root][INFO] - 674/680 [2021-03-11 12:29:55,211][root][INFO] - 675/680 [2021-03-11 12:29:55,392][root][INFO] - 676/680 [2021-03-11 12:29:55,577][root][INFO] - 677/680 [2021-03-11 12:29:55,759][root][INFO] - 678/680 [2021-03-11 12:29:55,941][root][INFO] - 679/680 [2021-03-11 12:29:56,162][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 0.9198 IoU avg 0.491 [2021-03-11 12:29:56,167][root][INFO] - ---> save checkpoint [2021-03-11 12:30:00,065][root][INFO] - Lr: 9.322e-03 | Epoch: [6][0/483] | Time 0.945 | Data 0.518 | Loss 0.4101 | IoU 0.432 [2021-03-11 12:30:04,527][root][INFO] - Lr: 9.320e-03 | Epoch: [6][10/483] | Time 0.492 | Data 0.078 | Loss 0.4091 | IoU 0.433 [2021-03-11 12:30:09,006][root][INFO] - Lr: 9.317e-03 | Epoch: [6][20/483] | Time 0.471 | Data 0.057 | Loss 0.4081 | IoU 0.433 [2021-03-11 12:30:13,464][root][INFO] - Lr: 9.315e-03 | Epoch: [6][30/483] | Time 0.463 | Data 0.050 | Loss 0.4071 | IoU 0.433 [2021-03-11 12:30:17,943][root][INFO] - Lr: 9.313e-03 | Epoch: [6][40/483] | Time 0.459 | Data 0.046 | Loss 0.4061 | IoU 0.434 [2021-03-11 12:30:22,418][root][INFO] - Lr: 9.310e-03 | Epoch: [6][50/483] | Time 0.457 | Data 0.044 | Loss 0.4050 | IoU 0.434 [2021-03-11 12:30:26,884][root][INFO] - Lr: 9.308e-03 | Epoch: [6][60/483] | Time 0.455 | Data 0.042 | Loss 0.4040 | IoU 0.435 [2021-03-11 12:30:31,354][root][INFO] - Lr: 9.306e-03 | Epoch: [6][70/483] | Time 0.454 | Data 0.041 | Loss 0.4029 | IoU 0.435 [2021-03-11 12:30:35,820][root][INFO] - Lr: 9.303e-03 | Epoch: [6][80/483] | Time 0.453 | Data 0.040 | Loss 0.4020 | IoU 0.435 [2021-03-11 12:30:40,294][root][INFO] - Lr: 9.301e-03 | Epoch: [6][90/483] | Time 0.452 | Data 0.039 | Loss 0.4010 | IoU 0.436 [2021-03-11 12:30:44,772][root][INFO] - Lr: 9.299e-03 | Epoch: [6][100/483] | Time 0.452 | Data 0.039 | Loss 0.4000 | IoU 0.437 [2021-03-11 12:30:49,251][root][INFO] - Lr: 9.296e-03 | Epoch: [6][110/483] | Time 0.452 | Data 0.039 | Loss 0.3991 | IoU 0.437 [2021-03-11 12:30:53,734][root][INFO] - Lr: 9.294e-03 | Epoch: [6][120/483] | Time 0.451 | Data 0.038 | Loss 0.3981 | IoU 0.437 [2021-03-11 12:30:58,211][root][INFO] - Lr: 9.292e-03 | Epoch: [6][130/483] | Time 0.451 | Data 0.038 | Loss 0.3971 | IoU 0.438 [2021-03-11 12:31:02,693][root][INFO] - Lr: 9.289e-03 | Epoch: [6][140/483] | Time 0.451 | Data 0.038 | Loss 0.3961 | IoU 0.438 [2021-03-11 12:31:07,175][root][INFO] - Lr: 9.287e-03 | Epoch: [6][150/483] | Time 0.451 | Data 0.037 | Loss 0.3952 | IoU 0.439 [2021-03-11 12:31:11,648][root][INFO] - Lr: 9.285e-03 | Epoch: [6][160/483] | Time 0.450 | Data 0.037 | Loss 0.3942 | IoU 0.439 [2021-03-11 12:31:16,133][root][INFO] - Lr: 9.282e-03 | Epoch: [6][170/483] | Time 0.450 | Data 0.037 | Loss 0.3932 | IoU 0.439 [2021-03-11 12:31:20,614][root][INFO] - Lr: 9.280e-03 | Epoch: [6][180/483] | Time 0.450 | Data 0.037 | Loss 0.3923 | IoU 0.440 [2021-03-11 12:31:25,105][root][INFO] - Lr: 9.278e-03 | Epoch: [6][190/483] | Time 0.450 | Data 0.037 | Loss 0.3913 | IoU 0.440 [2021-03-11 12:31:29,592][root][INFO] - Lr: 9.275e-03 | Epoch: [6][200/483] | Time 0.450 | Data 0.037 | Loss 0.3904 | IoU 0.440 [2021-03-11 12:31:34,077][root][INFO] - Lr: 9.273e-03 | Epoch: [6][210/483] | Time 0.450 | Data 0.037 | Loss 0.3895 | IoU 0.441 [2021-03-11 12:31:38,560][root][INFO] - Lr: 9.271e-03 | Epoch: [6][220/483] | Time 0.450 | Data 0.036 | Loss 0.3885 | IoU 0.441 [2021-03-11 12:31:43,037][root][INFO] - Lr: 9.268e-03 | Epoch: [6][230/483] | Time 0.450 | Data 0.036 | Loss 0.3876 | IoU 0.441 [2021-03-11 12:31:47,516][root][INFO] - Lr: 9.266e-03 | Epoch: [6][240/483] | Time 0.450 | Data 0.036 | Loss 0.3867 | IoU 0.442 [2021-03-11 12:31:52,004][root][INFO] - Lr: 9.263e-03 | Epoch: [6][250/483] | Time 0.450 | Data 0.036 | Loss 0.3858 | IoU 0.442 [2021-03-11 12:31:56,482][root][INFO] - Lr: 9.261e-03 | Epoch: [6][260/483] | Time 0.450 | Data 0.036 | Loss 0.3849 | IoU 0.442 [2021-03-11 12:32:00,964][root][INFO] - Lr: 9.259e-03 | Epoch: [6][270/483] | Time 0.450 | Data 0.036 | Loss 0.3840 | IoU 0.443 [2021-03-11 12:32:05,444][root][INFO] - Lr: 9.256e-03 | Epoch: [6][280/483] | Time 0.450 | Data 0.036 | Loss 0.3831 | IoU 0.443 [2021-03-11 12:32:09,926][root][INFO] - Lr: 9.254e-03 | Epoch: [6][290/483] | Time 0.450 | Data 0.036 | Loss 0.3822 | IoU 0.443 [2021-03-11 12:32:14,406][root][INFO] - Lr: 9.252e-03 | Epoch: [6][300/483] | Time 0.449 | Data 0.036 | Loss 0.3814 | IoU 0.444 [2021-03-11 12:32:18,885][root][INFO] - Lr: 9.249e-03 | Epoch: [6][310/483] | Time 0.449 | Data 0.036 | Loss 0.3805 | IoU 0.444 [2021-03-11 12:32:23,364][root][INFO] - Lr: 9.247e-03 | Epoch: [6][320/483] | Time 0.449 | Data 0.036 | Loss 0.3796 | IoU 0.444 [2021-03-11 12:32:27,852][root][INFO] - Lr: 9.245e-03 | Epoch: [6][330/483] | Time 0.449 | Data 0.036 | Loss 0.3787 | IoU 0.445 [2021-03-11 12:32:32,334][root][INFO] - Lr: 9.242e-03 | Epoch: [6][340/483] | Time 0.449 | Data 0.036 | Loss 0.3778 | IoU 0.445 [2021-03-11 12:32:36,804][root][INFO] - Lr: 9.240e-03 | Epoch: [6][350/483] | Time 0.449 | Data 0.036 | Loss 0.3770 | IoU 0.445 [2021-03-11 12:32:41,279][root][INFO] - Lr: 9.238e-03 | Epoch: [6][360/483] | Time 0.449 | Data 0.036 | Loss 0.3761 | IoU 0.446 [2021-03-11 12:32:45,759][root][INFO] - Lr: 9.235e-03 | Epoch: [6][370/483] | Time 0.449 | Data 0.036 | Loss 0.3752 | IoU 0.446 [2021-03-11 12:32:50,253][root][INFO] - Lr: 9.233e-03 | Epoch: [6][380/483] | Time 0.449 | Data 0.036 | Loss 0.3744 | IoU 0.447 [2021-03-11 12:32:54,746][root][INFO] - Lr: 9.231e-03 | Epoch: [6][390/483] | Time 0.449 | Data 0.036 | Loss 0.3736 | IoU 0.447 [2021-03-11 12:32:59,229][root][INFO] - Lr: 9.228e-03 | Epoch: [6][400/483] | Time 0.449 | Data 0.035 | Loss 0.3727 | IoU 0.447 [2021-03-11 12:33:03,700][root][INFO] - Lr: 9.226e-03 | Epoch: [6][410/483] | Time 0.449 | Data 0.035 | Loss 0.3719 | IoU 0.447 [2021-03-11 12:33:08,181][root][INFO] - Lr: 9.224e-03 | Epoch: [6][420/483] | Time 0.449 | Data 0.035 | Loss 0.3711 | IoU 0.448 [2021-03-11 12:33:12,659][root][INFO] - Lr: 9.221e-03 | Epoch: [6][430/483] | Time 0.449 | Data 0.035 | Loss 0.3702 | IoU 0.448 [2021-03-11 12:33:17,130][root][INFO] - Lr: 9.219e-03 | Epoch: [6][440/483] | Time 0.449 | Data 0.035 | Loss 0.3694 | IoU 0.449 [2021-03-11 12:33:21,623][root][INFO] - Lr: 9.216e-03 | Epoch: [6][450/483] | Time 0.449 | Data 0.035 | Loss 0.3685 | IoU 0.449 [2021-03-11 12:33:26,112][root][INFO] - Lr: 9.214e-03 | Epoch: [6][460/483] | Time 0.449 | Data 0.035 | Loss 0.3677 | IoU 0.450 [2021-03-11 12:33:30,596][root][INFO] - Lr: 9.212e-03 | Epoch: [6][470/483] | Time 0.449 | Data 0.035 | Loss 0.3669 | IoU 0.450 [2021-03-11 12:33:35,092][root][INFO] - Lr: 9.209e-03 | Epoch: [6][480/483] | Time 0.449 | Data 0.035 | Loss 0.3661 | IoU 0.450 [2021-03-11 12:33:36,970][root][INFO] - Lr: 9.209e-03 | Epoch: [7][0/483] | Time 0.901 | Data 0.468 | Loss 0.3658 | IoU 0.450 [2021-03-11 12:33:41,437][root][INFO] - Lr: 9.206e-03 | Epoch: [7][10/483] | Time 0.488 | Data 0.074 | Loss 0.3650 | IoU 0.451 [2021-03-11 12:33:45,910][root][INFO] - Lr: 9.204e-03 | Epoch: [7][20/483] | Time 0.469 | Data 0.055 | Loss 0.3641 | IoU 0.451 [2021-03-11 12:33:50,386][root][INFO] - Lr: 9.202e-03 | Epoch: [7][30/483] | Time 0.462 | Data 0.048 | Loss 0.3633 | IoU 0.451 [2021-03-11 12:33:54,862][root][INFO] - Lr: 9.199e-03 | Epoch: [7][40/483] | Time 0.458 | Data 0.045 | Loss 0.3625 | IoU 0.452 [2021-03-11 12:33:59,355][root][INFO] - Lr: 9.197e-03 | Epoch: [7][50/483] | Time 0.457 | Data 0.043 | Loss 0.3617 | IoU 0.452 [2021-03-11 12:34:03,832][root][INFO] - Lr: 9.195e-03 | Epoch: [7][60/483] | Time 0.455 | Data 0.041 | Loss 0.3609 | IoU 0.452 [2021-03-11 12:34:08,310][root][INFO] - Lr: 9.192e-03 | Epoch: [7][70/483] | Time 0.454 | Data 0.040 | Loss 0.3601 | IoU 0.453 [2021-03-11 12:34:12,796][root][INFO] - Lr: 9.190e-03 | Epoch: [7][80/483] | Time 0.453 | Data 0.040 | Loss 0.3593 | IoU 0.453 [2021-03-11 12:34:17,281][root][INFO] - Lr: 9.188e-03 | Epoch: [7][90/483] | Time 0.453 | Data 0.039 | Loss 0.3585 | IoU 0.453 [2021-03-11 12:34:21,763][root][INFO] - Lr: 9.185e-03 | Epoch: [7][100/483] | Time 0.452 | Data 0.039 | Loss 0.3577 | IoU 0.454 [2021-03-11 12:34:26,243][root][INFO] - Lr: 9.183e-03 | Epoch: [7][110/483] | Time 0.452 | Data 0.038 | Loss 0.3569 | IoU 0.454 [2021-03-11 12:34:30,726][root][INFO] - Lr: 9.181e-03 | Epoch: [7][120/483] | Time 0.452 | Data 0.038 | Loss 0.3561 | IoU 0.454 [2021-03-11 12:34:35,217][root][INFO] - Lr: 9.178e-03 | Epoch: [7][130/483] | Time 0.452 | Data 0.038 | Loss 0.3554 | IoU 0.455 [2021-03-11 12:34:39,712][root][INFO] - Lr: 9.176e-03 | Epoch: [7][140/483] | Time 0.451 | Data 0.037 | Loss 0.3546 | IoU 0.455 [2021-03-11 12:34:44,201][root][INFO] - Lr: 9.173e-03 | Epoch: [7][150/483] | Time 0.451 | Data 0.037 | Loss 0.3539 | IoU 0.455 [2021-03-11 12:34:48,692][root][INFO] - Lr: 9.171e-03 | Epoch: [7][160/483] | Time 0.451 | Data 0.037 | Loss 0.3531 | IoU 0.455 [2021-03-11 12:34:53,184][root][INFO] - Lr: 9.169e-03 | Epoch: [7][170/483] | Time 0.451 | Data 0.037 | Loss 0.3524 | IoU 0.456 [2021-03-11 12:34:57,652][root][INFO] - Lr: 9.166e-03 | Epoch: [7][180/483] | Time 0.451 | Data 0.037 | Loss 0.3516 | IoU 0.456 [2021-03-11 12:35:02,138][root][INFO] - Lr: 9.164e-03 | Epoch: [7][190/483] | Time 0.451 | Data 0.037 | Loss 0.3508 | IoU 0.457 [2021-03-11 12:35:06,628][root][INFO] - Lr: 9.162e-03 | Epoch: [7][200/483] | Time 0.451 | Data 0.036 | Loss 0.3501 | IoU 0.457 [2021-03-11 12:35:11,104][root][INFO] - Lr: 9.159e-03 | Epoch: [7][210/483] | Time 0.450 | Data 0.036 | Loss 0.3494 | IoU 0.457 [2021-03-11 12:35:15,584][root][INFO] - Lr: 9.157e-03 | Epoch: [7][220/483] | Time 0.450 | Data 0.036 | Loss 0.3487 | IoU 0.457 [2021-03-11 12:35:20,062][root][INFO] - Lr: 9.155e-03 | Epoch: [7][230/483] | Time 0.450 | Data 0.036 | Loss 0.3480 | IoU 0.458 [2021-03-11 12:35:24,541][root][INFO] - Lr: 9.152e-03 | Epoch: [7][240/483] | Time 0.450 | Data 0.036 | Loss 0.3472 | IoU 0.458 [2021-03-11 12:35:29,023][root][INFO] - Lr: 9.150e-03 | Epoch: [7][250/483] | Time 0.450 | Data 0.036 | Loss 0.3465 | IoU 0.458 [2021-03-11 12:35:33,505][root][INFO] - Lr: 9.148e-03 | Epoch: [7][260/483] | Time 0.450 | Data 0.036 | Loss 0.3458 | IoU 0.458 [2021-03-11 12:35:37,978][root][INFO] - Lr: 9.145e-03 | Epoch: [7][270/483] | Time 0.450 | Data 0.036 | Loss 0.3451 | IoU 0.459 [2021-03-11 12:35:42,464][root][INFO] - Lr: 9.143e-03 | Epoch: [7][280/483] | Time 0.450 | Data 0.036 | Loss 0.3444 | IoU 0.459 [2021-03-11 12:35:46,936][root][INFO] - Lr: 9.141e-03 | Epoch: [7][290/483] | Time 0.450 | Data 0.036 | Loss 0.3437 | IoU 0.460 [2021-03-11 12:35:51,423][root][INFO] - Lr: 9.138e-03 | Epoch: [7][300/483] | Time 0.450 | Data 0.036 | Loss 0.3430 | IoU 0.460 [2021-03-11 12:35:55,909][root][INFO] - Lr: 9.136e-03 | Epoch: [7][310/483] | Time 0.450 | Data 0.036 | Loss 0.3423 | IoU 0.460 [2021-03-11 12:36:00,390][root][INFO] - Lr: 9.133e-03 | Epoch: [7][320/483] | Time 0.450 | Data 0.036 | Loss 0.3416 | IoU 0.460 [2021-03-11 12:36:04,878][root][INFO] - Lr: 9.131e-03 | Epoch: [7][330/483] | Time 0.450 | Data 0.036 | Loss 0.3409 | IoU 0.461 [2021-03-11 12:36:09,356][root][INFO] - Lr: 9.129e-03 | Epoch: [7][340/483] | Time 0.450 | Data 0.036 | Loss 0.3402 | IoU 0.461 [2021-03-11 12:36:13,841][root][INFO] - Lr: 9.126e-03 | Epoch: [7][350/483] | Time 0.449 | Data 0.036 | Loss 0.3395 | IoU 0.461 [2021-03-11 12:36:18,325][root][INFO] - Lr: 9.124e-03 | Epoch: [7][360/483] | Time 0.449 | Data 0.035 | Loss 0.3388 | IoU 0.462 [2021-03-11 12:36:22,818][root][INFO] - Lr: 9.122e-03 | Epoch: [7][370/483] | Time 0.449 | Data 0.035 | Loss 0.3381 | IoU 0.462 [2021-03-11 12:36:27,290][root][INFO] - Lr: 9.119e-03 | Epoch: [7][380/483] | Time 0.449 | Data 0.035 | Loss 0.3374 | IoU 0.462 [2021-03-11 12:36:31,777][root][INFO] - Lr: 9.117e-03 | Epoch: [7][390/483] | Time 0.449 | Data 0.035 | Loss 0.3368 | IoU 0.462 [2021-03-11 12:36:36,256][root][INFO] - Lr: 9.115e-03 | Epoch: [7][400/483] | Time 0.449 | Data 0.035 | Loss 0.3361 | IoU 0.463 [2021-03-11 12:36:40,745][root][INFO] - Lr: 9.112e-03 | Epoch: [7][410/483] | Time 0.449 | Data 0.035 | Loss 0.3354 | IoU 0.463 [2021-03-11 12:36:45,234][root][INFO] - Lr: 9.110e-03 | Epoch: [7][420/483] | Time 0.449 | Data 0.035 | Loss 0.3348 | IoU 0.463 [2021-03-11 12:36:49,714][root][INFO] - Lr: 9.108e-03 | Epoch: [7][430/483] | Time 0.449 | Data 0.035 | Loss 0.3341 | IoU 0.463 [2021-03-11 12:36:54,195][root][INFO] - Lr: 9.105e-03 | Epoch: [7][440/483] | Time 0.449 | Data 0.035 | Loss 0.3334 | IoU 0.464 [2021-03-11 12:36:58,677][root][INFO] - Lr: 9.103e-03 | Epoch: [7][450/483] | Time 0.449 | Data 0.035 | Loss 0.3328 | IoU 0.464 [2021-03-11 12:37:03,145][root][INFO] - Lr: 9.101e-03 | Epoch: [7][460/483] | Time 0.449 | Data 0.035 | Loss 0.3322 | IoU 0.464 [2021-03-11 12:37:07,620][root][INFO] - Lr: 9.098e-03 | Epoch: [7][470/483] | Time 0.449 | Data 0.035 | Loss 0.3316 | IoU 0.465 [2021-03-11 12:37:12,091][root][INFO] - Lr: 9.096e-03 | Epoch: [7][480/483] | Time 0.449 | Data 0.035 | Loss 0.3310 | IoU 0.465 [2021-03-11 12:37:14,016][root][INFO] - Lr: 9.095e-03 | Epoch: [8][0/483] | Time 0.955 | Data 0.504 | Loss 0.3308 | IoU 0.465 [2021-03-11 12:37:18,497][root][INFO] - Lr: 9.093e-03 | Epoch: [8][10/483] | Time 0.494 | Data 0.077 | Loss 0.3302 | IoU 0.465 [2021-03-11 12:37:22,971][root][INFO] - Lr: 9.090e-03 | Epoch: [8][20/483] | Time 0.472 | Data 0.057 | Loss 0.3295 | IoU 0.465 [2021-03-11 12:37:27,444][root][INFO] - Lr: 9.088e-03 | Epoch: [8][30/483] | Time 0.464 | Data 0.049 | Loss 0.3289 | IoU 0.465 [2021-03-11 12:37:31,918][root][INFO] - Lr: 9.086e-03 | Epoch: [8][40/483] | Time 0.460 | Data 0.046 | Loss 0.3283 | IoU 0.466 [2021-03-11 12:37:36,404][root][INFO] - Lr: 9.083e-03 | Epoch: [8][50/483] | Time 0.458 | Data 0.043 | Loss 0.3277 | IoU 0.466 [2021-03-11 12:37:40,887][root][INFO] - Lr: 9.081e-03 | Epoch: [8][60/483] | Time 0.456 | Data 0.042 | Loss 0.3270 | IoU 0.466 [2021-03-11 12:37:45,371][root][INFO] - Lr: 9.079e-03 | Epoch: [8][70/483] | Time 0.455 | Data 0.041 | Loss 0.3264 | IoU 0.467 [2021-03-11 12:37:49,859][root][INFO] - Lr: 9.076e-03 | Epoch: [8][80/483] | Time 0.454 | Data 0.040 | Loss 0.3257 | IoU 0.467 [2021-03-11 12:37:54,343][root][INFO] - Lr: 9.074e-03 | Epoch: [8][90/483] | Time 0.454 | Data 0.039 | Loss 0.3251 | IoU 0.467 [2021-03-11 12:37:58,826][root][INFO] - Lr: 9.072e-03 | Epoch: [8][100/483] | Time 0.453 | Data 0.039 | Loss 0.3245 | IoU 0.467 [2021-03-11 12:38:03,309][root][INFO] - Lr: 9.069e-03 | Epoch: [8][110/483] | Time 0.453 | Data 0.039 | Loss 0.3239 | IoU 0.468 [2021-03-11 12:38:07,794][root][INFO] - Lr: 9.067e-03 | Epoch: [8][120/483] | Time 0.452 | Data 0.038 | Loss 0.3233 | IoU 0.468 [2021-03-11 12:38:12,278][root][INFO] - Lr: 9.065e-03 | Epoch: [8][130/483] | Time 0.452 | Data 0.038 | Loss 0.3227 | IoU 0.468 [2021-03-11 12:38:16,770][root][INFO] - Lr: 9.062e-03 | Epoch: [8][140/483] | Time 0.452 | Data 0.038 | Loss 0.3221 | IoU 0.469 [2021-03-11 12:38:21,258][root][INFO] - Lr: 9.060e-03 | Epoch: [8][150/483] | Time 0.452 | Data 0.037 | Loss 0.3215 | IoU 0.469 [2021-03-11 12:38:25,744][root][INFO] - Lr: 9.057e-03 | Epoch: [8][160/483] | Time 0.451 | Data 0.037 | Loss 0.3209 | IoU 0.469 [2021-03-11 12:38:30,233][root][INFO] - Lr: 9.055e-03 | Epoch: [8][170/483] | Time 0.451 | Data 0.037 | Loss 0.3204 | IoU 0.469 [2021-03-11 12:38:34,710][root][INFO] - Lr: 9.053e-03 | Epoch: [8][180/483] | Time 0.451 | Data 0.037 | Loss 0.3198 | IoU 0.469 [2021-03-11 12:38:39,213][root][INFO] - Lr: 9.050e-03 | Epoch: [8][190/483] | Time 0.451 | Data 0.037 | Loss 0.3192 | IoU 0.470 [2021-03-11 12:38:43,694][root][INFO] - Lr: 9.048e-03 | Epoch: [8][200/483] | Time 0.451 | Data 0.037 | Loss 0.3186 | IoU 0.470 [2021-03-11 12:38:48,178][root][INFO] - Lr: 9.046e-03 | Epoch: [8][210/483] | Time 0.451 | Data 0.037 | Loss 0.3181 | IoU 0.470 [2021-03-11 12:38:52,669][root][INFO] - Lr: 9.043e-03 | Epoch: [8][220/483] | Time 0.451 | Data 0.036 | Loss 0.3175 | IoU 0.471 [2021-03-11 12:38:57,156][root][INFO] - Lr: 9.041e-03 | Epoch: [8][230/483] | Time 0.451 | Data 0.036 | Loss 0.3169 | IoU 0.471 [2021-03-11 12:39:01,643][root][INFO] - Lr: 9.039e-03 | Epoch: [8][240/483] | Time 0.451 | Data 0.036 | Loss 0.3163 | IoU 0.471 [2021-03-11 12:39:06,122][root][INFO] - Lr: 9.036e-03 | Epoch: [8][250/483] | Time 0.450 | Data 0.036 | Loss 0.3158 | IoU 0.472 [2021-03-11 12:39:10,617][root][INFO] - Lr: 9.034e-03 | Epoch: [8][260/483] | Time 0.450 | Data 0.036 | Loss 0.3152 | IoU 0.472 [2021-03-11 12:39:15,107][root][INFO] - Lr: 9.032e-03 | Epoch: [8][270/483] | Time 0.450 | Data 0.036 | Loss 0.3146 | IoU 0.472 [2021-03-11 12:39:19,591][root][INFO] - Lr: 9.029e-03 | Epoch: [8][280/483] | Time 0.450 | Data 0.036 | Loss 0.3140 | IoU 0.472 [2021-03-11 12:39:24,070][root][INFO] - Lr: 9.027e-03 | Epoch: [8][290/483] | Time 0.450 | Data 0.036 | Loss 0.3134 | IoU 0.473 [2021-03-11 12:39:28,545][root][INFO] - Lr: 9.024e-03 | Epoch: [8][300/483] | Time 0.450 | Data 0.036 | Loss 0.3128 | IoU 0.473 [2021-03-11 12:39:33,034][root][INFO] - Lr: 9.022e-03 | Epoch: [8][310/483] | Time 0.450 | Data 0.036 | Loss 0.3123 | IoU 0.473 [2021-03-11 12:39:37,508][root][INFO] - Lr: 9.020e-03 | Epoch: [8][320/483] | Time 0.450 | Data 0.036 | Loss 0.3117 | IoU 0.473 [2021-03-11 12:39:41,984][root][INFO] - Lr: 9.017e-03 | Epoch: [8][330/483] | Time 0.450 | Data 0.036 | Loss 0.3111 | IoU 0.474 [2021-03-11 12:39:46,463][root][INFO] - Lr: 9.015e-03 | Epoch: [8][340/483] | Time 0.450 | Data 0.036 | Loss 0.3106 | IoU 0.474 [2021-03-11 12:39:50,951][root][INFO] - Lr: 9.013e-03 | Epoch: [8][350/483] | Time 0.450 | Data 0.036 | Loss 0.3100 | IoU 0.474 [2021-03-11 12:39:55,436][root][INFO] - Lr: 9.010e-03 | Epoch: [8][360/483] | Time 0.450 | Data 0.036 | Loss 0.3095 | IoU 0.474 [2021-03-11 12:39:59,919][root][INFO] - Lr: 9.008e-03 | Epoch: [8][370/483] | Time 0.450 | Data 0.036 | Loss 0.3089 | IoU 0.474 [2021-03-11 12:40:04,402][root][INFO] - Lr: 9.006e-03 | Epoch: [8][380/483] | Time 0.450 | Data 0.036 | Loss 0.3084 | IoU 0.475 [2021-03-11 12:40:08,873][root][INFO] - Lr: 9.003e-03 | Epoch: [8][390/483] | Time 0.450 | Data 0.035 | Loss 0.3078 | IoU 0.475 [2021-03-11 12:40:13,351][root][INFO] - Lr: 9.001e-03 | Epoch: [8][400/483] | Time 0.450 | Data 0.035 | Loss 0.3073 | IoU 0.475 [2021-03-11 12:40:17,840][root][INFO] - Lr: 8.999e-03 | Epoch: [8][410/483] | Time 0.450 | Data 0.035 | Loss 0.3067 | IoU 0.475 [2021-03-11 12:40:22,324][root][INFO] - Lr: 8.996e-03 | Epoch: [8][420/483] | Time 0.450 | Data 0.035 | Loss 0.3062 | IoU 0.476 [2021-03-11 12:40:26,809][root][INFO] - Lr: 8.994e-03 | Epoch: [8][430/483] | Time 0.450 | Data 0.035 | Loss 0.3057 | IoU 0.476 [2021-03-11 12:40:31,282][root][INFO] - Lr: 8.991e-03 | Epoch: [8][440/483] | Time 0.449 | Data 0.035 | Loss 0.3051 | IoU 0.476 [2021-03-11 12:40:35,761][root][INFO] - Lr: 8.989e-03 | Epoch: [8][450/483] | Time 0.449 | Data 0.035 | Loss 0.3046 | IoU 0.476 [2021-03-11 12:40:40,241][root][INFO] - Lr: 8.987e-03 | Epoch: [8][460/483] | Time 0.449 | Data 0.035 | Loss 0.3041 | IoU 0.476 [2021-03-11 12:40:44,722][root][INFO] - Lr: 8.984e-03 | Epoch: [8][470/483] | Time 0.449 | Data 0.035 | Loss 0.3036 | IoU 0.477 [2021-03-11 12:40:49,209][root][INFO] - Lr: 8.982e-03 | Epoch: [8][480/483] | Time 0.449 | Data 0.035 | Loss 0.3030 | IoU 0.477 [2021-03-11 12:40:51,104][root][INFO] - Lr: 8.981e-03 | Epoch: [9][0/483] | Time 0.936 | Data 0.507 | Loss 0.3029 | IoU 0.477 [2021-03-11 12:40:55,593][root][INFO] - Lr: 8.979e-03 | Epoch: [9][10/483] | Time 0.493 | Data 0.077 | Loss 0.3023 | IoU 0.477 [2021-03-11 12:41:00,070][root][INFO] - Lr: 8.977e-03 | Epoch: [9][20/483] | Time 0.472 | Data 0.057 | Loss 0.3018 | IoU 0.477 [2021-03-11 12:41:04,566][root][INFO] - Lr: 8.974e-03 | Epoch: [9][30/483] | Time 0.464 | Data 0.050 | Loss 0.3013 | IoU 0.478 [2021-03-11 12:41:09,056][root][INFO] - Lr: 8.972e-03 | Epoch: [9][40/483] | Time 0.461 | Data 0.046 | Loss 0.3007 | IoU 0.478 [2021-03-11 12:41:13,531][root][INFO] - Lr: 8.970e-03 | Epoch: [9][50/483] | Time 0.458 | Data 0.043 | Loss 0.3002 | IoU 0.478 [2021-03-11 12:41:18,000][root][INFO] - Lr: 8.967e-03 | Epoch: [9][60/483] | Time 0.456 | Data 0.042 | Loss 0.2997 | IoU 0.478 [2021-03-11 12:41:22,478][root][INFO] - Lr: 8.965e-03 | Epoch: [9][70/483] | Time 0.455 | Data 0.041 | Loss 0.2991 | IoU 0.478 [2021-03-11 12:41:26,950][root][INFO] - Lr: 8.962e-03 | Epoch: [9][80/483] | Time 0.454 | Data 0.040 | Loss 0.2986 | IoU 0.479 [2021-03-11 12:41:31,428][root][INFO] - Lr: 8.960e-03 | Epoch: [9][90/483] | Time 0.453 | Data 0.039 | Loss 0.2981 | IoU 0.479 [2021-03-11 12:41:35,907][root][INFO] - Lr: 8.958e-03 | Epoch: [9][100/483] | Time 0.453 | Data 0.039 | Loss 0.2976 | IoU 0.479 [2021-03-11 12:41:40,390][root][INFO] - Lr: 8.955e-03 | Epoch: [9][110/483] | Time 0.452 | Data 0.038 | Loss 0.2970 | IoU 0.479 [2021-03-11 12:41:44,873][root][INFO] - Lr: 8.953e-03 | Epoch: [9][120/483] | Time 0.452 | Data 0.038 | Loss 0.2965 | IoU 0.480 [2021-03-11 12:41:49,363][root][INFO] - Lr: 8.951e-03 | Epoch: [9][130/483] | Time 0.452 | Data 0.038 | Loss 0.2960 | IoU 0.480 [2021-03-11 12:41:53,851][root][INFO] - Lr: 8.948e-03 | Epoch: [9][140/483] | Time 0.452 | Data 0.038 | Loss 0.2955 | IoU 0.480 [2021-03-11 12:41:58,340][root][INFO] - Lr: 8.946e-03 | Epoch: [9][150/483] | Time 0.451 | Data 0.037 | Loss 0.2950 | IoU 0.480 [2021-03-11 12:42:02,819][root][INFO] - Lr: 8.944e-03 | Epoch: [9][160/483] | Time 0.451 | Data 0.037 | Loss 0.2945 | IoU 0.481 [2021-03-11 12:42:07,303][root][INFO] - Lr: 8.941e-03 | Epoch: [9][170/483] | Time 0.451 | Data 0.037 | Loss 0.2940 | IoU 0.481 [2021-03-11 12:42:11,790][root][INFO] - Lr: 8.939e-03 | Epoch: [9][180/483] | Time 0.451 | Data 0.037 | Loss 0.2935 | IoU 0.481 [2021-03-11 12:42:16,266][root][INFO] - Lr: 8.937e-03 | Epoch: [9][190/483] | Time 0.451 | Data 0.037 | Loss 0.2930 | IoU 0.481 [2021-03-11 12:42:20,754][root][INFO] - Lr: 8.934e-03 | Epoch: [9][200/483] | Time 0.451 | Data 0.037 | Loss 0.2925 | IoU 0.482 [2021-03-11 12:42:25,239][root][INFO] - Lr: 8.932e-03 | Epoch: [9][210/483] | Time 0.451 | Data 0.036 | Loss 0.2920 | IoU 0.482 [2021-03-11 12:42:29,720][root][INFO] - Lr: 8.929e-03 | Epoch: [9][220/483] | Time 0.450 | Data 0.036 | Loss 0.2915 | IoU 0.482 [2021-03-11 12:42:34,210][root][INFO] - Lr: 8.927e-03 | Epoch: [9][230/483] | Time 0.450 | Data 0.036 | Loss 0.2911 | IoU 0.482 [2021-03-11 12:42:38,701][root][INFO] - Lr: 8.925e-03 | Epoch: [9][240/483] | Time 0.450 | Data 0.036 | Loss 0.2906 | IoU 0.483 [2021-03-11 12:42:43,189][root][INFO] - Lr: 8.922e-03 | Epoch: [9][250/483] | Time 0.450 | Data 0.036 | Loss 0.2901 | IoU 0.483 [2021-03-11 12:42:47,692][root][INFO] - Lr: 8.920e-03 | Epoch: [9][260/483] | Time 0.450 | Data 0.036 | Loss 0.2896 | IoU 0.483 [2021-03-11 12:42:52,187][root][INFO] - Lr: 8.918e-03 | Epoch: [9][270/483] | Time 0.450 | Data 0.036 | Loss 0.2891 | IoU 0.483 [2021-03-11 12:42:56,670][root][INFO] - Lr: 8.915e-03 | Epoch: [9][280/483] | Time 0.450 | Data 0.036 | Loss 0.2887 | IoU 0.483 [2021-03-11 12:43:01,148][root][INFO] - Lr: 8.913e-03 | Epoch: [9][290/483] | Time 0.450 | Data 0.036 | Loss 0.2882 | IoU 0.484 [2021-03-11 12:43:05,635][root][INFO] - Lr: 8.911e-03 | Epoch: [9][300/483] | Time 0.450 | Data 0.036 | Loss 0.2877 | IoU 0.484 [2021-03-11 12:43:10,115][root][INFO] - Lr: 8.908e-03 | Epoch: [9][310/483] | Time 0.450 | Data 0.036 | Loss 0.2873 | IoU 0.484 [2021-03-11 12:43:14,598][root][INFO] - Lr: 8.906e-03 | Epoch: [9][320/483] | Time 0.450 | Data 0.036 | Loss 0.2868 | IoU 0.484 [2021-03-11 12:43:19,090][root][INFO] - Lr: 8.904e-03 | Epoch: [9][330/483] | Time 0.450 | Data 0.036 | Loss 0.2863 | IoU 0.484 [2021-03-11 12:43:23,572][root][INFO] - Lr: 8.901e-03 | Epoch: [9][340/483] | Time 0.450 | Data 0.036 | Loss 0.2859 | IoU 0.485 [2021-03-11 12:43:28,051][root][INFO] - Lr: 8.899e-03 | Epoch: [9][350/483] | Time 0.450 | Data 0.036 | Loss 0.2854 | IoU 0.485 [2021-03-11 12:43:32,532][root][INFO] - Lr: 8.896e-03 | Epoch: [9][360/483] | Time 0.450 | Data 0.036 | Loss 0.2850 | IoU 0.485 [2021-03-11 12:43:37,019][root][INFO] - Lr: 8.894e-03 | Epoch: [9][370/483] | Time 0.450 | Data 0.036 | Loss 0.2845 | IoU 0.485 [2021-03-11 12:43:41,512][root][INFO] - Lr: 8.892e-03 | Epoch: [9][380/483] | Time 0.450 | Data 0.035 | Loss 0.2841 | IoU 0.486 [2021-03-11 12:43:46,003][root][INFO] - Lr: 8.889e-03 | Epoch: [9][390/483] | Time 0.450 | Data 0.035 | Loss 0.2836 | IoU 0.486 [2021-03-11 12:43:50,483][root][INFO] - Lr: 8.887e-03 | Epoch: [9][400/483] | Time 0.450 | Data 0.035 | Loss 0.2832 | IoU 0.486 [2021-03-11 12:43:54,959][root][INFO] - Lr: 8.885e-03 | Epoch: [9][410/483] | Time 0.450 | Data 0.035 | Loss 0.2827 | IoU 0.486 [2021-03-11 12:43:59,437][root][INFO] - Lr: 8.882e-03 | Epoch: [9][420/483] | Time 0.450 | Data 0.035 | Loss 0.2823 | IoU 0.486 [2021-03-11 12:44:03,926][root][INFO] - Lr: 8.880e-03 | Epoch: [9][430/483] | Time 0.450 | Data 0.035 | Loss 0.2818 | IoU 0.486 [2021-03-11 12:44:08,404][root][INFO] - Lr: 8.878e-03 | Epoch: [9][440/483] | Time 0.450 | Data 0.035 | Loss 0.2814 | IoU 0.487 [2021-03-11 12:44:12,875][root][INFO] - Lr: 8.875e-03 | Epoch: [9][450/483] | Time 0.449 | Data 0.035 | Loss 0.2809 | IoU 0.487 [2021-03-11 12:44:17,357][root][INFO] - Lr: 8.873e-03 | Epoch: [9][460/483] | Time 0.449 | Data 0.035 | Loss 0.2805 | IoU 0.487 [2021-03-11 12:44:21,842][root][INFO] - Lr: 8.870e-03 | Epoch: [9][470/483] | Time 0.449 | Data 0.035 | Loss 0.2801 | IoU 0.487 [2021-03-11 12:44:26,325][root][INFO] - Lr: 8.868e-03 | Epoch: [9][480/483] | Time 0.449 | Data 0.035 | Loss 0.2796 | IoU 0.487 [2021-03-11 12:44:28,307][root][INFO] - Lr: 8.867e-03 | Epoch: [10][0/483] | Time 1.023 | Data 0.589 | Loss 0.2795 | IoU 0.487 [2021-03-11 12:44:32,781][root][INFO] - Lr: 8.865e-03 | Epoch: [10][10/483] | Time 0.500 | Data 0.084 | Loss 0.2790 | IoU 0.488 [2021-03-11 12:44:37,274][root][INFO] - Lr: 8.863e-03 | Epoch: [10][20/483] | Time 0.476 | Data 0.061 | Loss 0.2786 | IoU 0.488 [2021-03-11 12:44:41,746][root][INFO] - Lr: 8.860e-03 | Epoch: [10][30/483] | Time 0.467 | Data 0.052 | Loss 0.2781 | IoU 0.488 [2021-03-11 12:44:46,228][root][INFO] - Lr: 8.858e-03 | Epoch: [10][40/483] | Time 0.462 | Data 0.048 | Loss 0.2777 | IoU 0.488 [2021-03-11 12:44:50,715][root][INFO] - Lr: 8.856e-03 | Epoch: [10][50/483] | Time 0.459 | Data 0.045 | Loss 0.2773 | IoU 0.488 [2021-03-11 12:44:55,201][root][INFO] - Lr: 8.853e-03 | Epoch: [10][60/483] | Time 0.458 | Data 0.043 | Loss 0.2768 | IoU 0.488 [2021-03-11 12:44:59,686][root][INFO] - Lr: 8.851e-03 | Epoch: [10][70/483] | Time 0.456 | Data 0.042 | Loss 0.2764 | IoU 0.489 [2021-03-11 12:45:04,161][root][INFO] - Lr: 8.849e-03 | Epoch: [10][80/483] | Time 0.455 | Data 0.041 | Loss 0.2760 | IoU 0.489 [2021-03-11 12:45:08,647][root][INFO] - Lr: 8.846e-03 | Epoch: [10][90/483] | Time 0.455 | Data 0.040 | Loss 0.2755 | IoU 0.489 [2021-03-11 12:45:13,127][root][INFO] - Lr: 8.844e-03 | Epoch: [10][100/483] | Time 0.454 | Data 0.040 | Loss 0.2751 | IoU 0.489 [2021-03-11 12:45:17,613][root][INFO] - Lr: 8.841e-03 | Epoch: [10][110/483] | Time 0.453 | Data 0.039 | Loss 0.2747 | IoU 0.489 [2021-03-11 12:45:22,107][root][INFO] - Lr: 8.839e-03 | Epoch: [10][120/483] | Time 0.453 | Data 0.039 | Loss 0.2743 | IoU 0.490 [2021-03-11 12:45:26,586][root][INFO] - Lr: 8.837e-03 | Epoch: [10][130/483] | Time 0.453 | Data 0.038 | Loss 0.2738 | IoU 0.490 [2021-03-11 12:45:31,067][root][INFO] - Lr: 8.834e-03 | Epoch: [10][140/483] | Time 0.452 | Data 0.038 | Loss 0.2734 | IoU 0.490 [2021-03-11 12:45:35,566][root][INFO] - Lr: 8.832e-03 | Epoch: [10][150/483] | Time 0.452 | Data 0.038 | Loss 0.2730 | IoU 0.490 [2021-03-11 12:45:40,052][root][INFO] - Lr: 8.830e-03 | Epoch: [10][160/483] | Time 0.452 | Data 0.038 | Loss 0.2725 | IoU 0.490 [2021-03-11 12:45:44,522][root][INFO] - Lr: 8.827e-03 | Epoch: [10][170/483] | Time 0.452 | Data 0.038 | Loss 0.2721 | IoU 0.490 [2021-03-11 12:45:49,007][root][INFO] - Lr: 8.825e-03 | Epoch: [10][180/483] | Time 0.452 | Data 0.037 | Loss 0.2717 | IoU 0.490 [2021-03-11 12:45:53,496][root][INFO] - Lr: 8.823e-03 | Epoch: [10][190/483] | Time 0.451 | Data 0.037 | Loss 0.2713 | IoU 0.491 [2021-03-11 12:45:57,984][root][INFO] - Lr: 8.820e-03 | Epoch: [10][200/483] | Time 0.451 | Data 0.037 | Loss 0.2709 | IoU 0.491 [2021-03-11 12:46:02,483][root][INFO] - Lr: 8.818e-03 | Epoch: [10][210/483] | Time 0.451 | Data 0.037 | Loss 0.2705 | IoU 0.491 [2021-03-11 12:46:06,949][root][INFO] - Lr: 8.815e-03 | Epoch: [10][220/483] | Time 0.451 | Data 0.037 | Loss 0.2701 | IoU 0.491 [2021-03-11 12:46:11,424][root][INFO] - Lr: 8.813e-03 | Epoch: [10][230/483] | Time 0.451 | Data 0.037 | Loss 0.2697 | IoU 0.492 [2021-03-11 12:46:15,899][root][INFO] - Lr: 8.811e-03 | Epoch: [10][240/483] | Time 0.451 | Data 0.037 | Loss 0.2693 | IoU 0.492 [2021-03-11 12:46:20,378][root][INFO] - Lr: 8.808e-03 | Epoch: [10][250/483] | Time 0.451 | Data 0.036 | Loss 0.2689 | IoU 0.492 [2021-03-11 12:46:26,169][root][INFO] - Lr: 8.806e-03 | Epoch: [10][260/483] | Time 0.455 | Data 0.037 | Loss 0.2685 | IoU 0.492 [2021-03-11 12:46:30,651][root][INFO] - Lr: 8.804e-03 | Epoch: [10][270/483] | Time 0.455 | Data 0.037 | Loss 0.2681 | IoU 0.492 [2021-03-11 12:46:35,132][root][INFO] - Lr: 8.801e-03 | Epoch: [10][280/483] | Time 0.455 | Data 0.036 | Loss 0.2677 | IoU 0.492 [2021-03-11 12:46:39,618][root][INFO] - Lr: 8.799e-03 | Epoch: [10][290/483] | Time 0.455 | Data 0.036 | Loss 0.2673 | IoU 0.493 [2021-03-11 12:46:44,104][root][INFO] - Lr: 8.797e-03 | Epoch: [10][300/483] | Time 0.455 | Data 0.036 | Loss 0.2669 | IoU 0.493 [2021-03-11 12:46:48,594][root][INFO] - Lr: 8.794e-03 | Epoch: [10][310/483] | Time 0.454 | Data 0.036 | Loss 0.2665 | IoU 0.493 [2021-03-11 12:46:53,083][root][INFO] - Lr: 8.792e-03 | Epoch: [10][320/483] | Time 0.454 | Data 0.036 | Loss 0.2661 | IoU 0.493 [2021-03-11 12:46:57,567][root][INFO] - Lr: 8.789e-03 | Epoch: [10][330/483] | Time 0.454 | Data 0.036 | Loss 0.2657 | IoU 0.493 [2021-03-11 12:47:02,060][root][INFO] - Lr: 8.787e-03 | Epoch: [10][340/483] | Time 0.454 | Data 0.036 | Loss 0.2653 | IoU 0.494 [2021-03-11 12:47:06,548][root][INFO] - Lr: 8.785e-03 | Epoch: [10][350/483] | Time 0.454 | Data 0.036 | Loss 0.2649 | IoU 0.494 [2021-03-11 12:47:11,023][root][INFO] - Lr: 8.782e-03 | Epoch: [10][360/483] | Time 0.454 | Data 0.036 | Loss 0.2645 | IoU 0.494 [2021-03-11 12:47:15,509][root][INFO] - Lr: 8.780e-03 | Epoch: [10][370/483] | Time 0.453 | Data 0.036 | Loss 0.2641 | IoU 0.494 [2021-03-11 12:47:19,990][root][INFO] - Lr: 8.778e-03 | Epoch: [10][380/483] | Time 0.453 | Data 0.036 | Loss 0.2637 | IoU 0.494 [2021-03-11 12:47:24,467][root][INFO] - Lr: 8.775e-03 | Epoch: [10][390/483] | Time 0.453 | Data 0.036 | Loss 0.2633 | IoU 0.494 [2021-03-11 12:47:28,947][root][INFO] - Lr: 8.773e-03 | Epoch: [10][400/483] | Time 0.453 | Data 0.036 | Loss 0.2629 | IoU 0.495 [2021-03-11 12:47:33,431][root][INFO] - Lr: 8.771e-03 | Epoch: [10][410/483] | Time 0.453 | Data 0.036 | Loss 0.2625 | IoU 0.495 [2021-03-11 12:47:37,912][root][INFO] - Lr: 8.768e-03 | Epoch: [10][420/483] | Time 0.453 | Data 0.036 | Loss 0.2622 | IoU 0.495 [2021-03-11 12:47:42,399][root][INFO] - Lr: 8.766e-03 | Epoch: [10][430/483] | Time 0.453 | Data 0.036 | Loss 0.2618 | IoU 0.495 [2021-03-11 12:47:46,897][root][INFO] - Lr: 8.763e-03 | Epoch: [10][440/483] | Time 0.453 | Data 0.036 | Loss 0.2614 | IoU 0.495 [2021-03-11 12:47:51,388][root][INFO] - Lr: 8.761e-03 | Epoch: [10][450/483] | Time 0.453 | Data 0.036 | Loss 0.2611 | IoU 0.496 [2021-03-11 12:47:55,887][root][INFO] - Lr: 8.759e-03 | Epoch: [10][460/483] | Time 0.452 | Data 0.036 | Loss 0.2607 | IoU 0.496 [2021-03-11 12:48:00,370][root][INFO] - Lr: 8.756e-03 | Epoch: [10][470/483] | Time 0.452 | Data 0.036 | Loss 0.2603 | IoU 0.496 [2021-03-11 12:48:04,847][root][INFO] - Lr: 8.754e-03 | Epoch: [10][480/483] | Time 0.452 | Data 0.036 | Loss 0.2599 | IoU 0.496 [2021-03-11 12:48:06,346][root][INFO] - 0/680 [2021-03-11 12:48:06,595][root][INFO] - 1/680 [2021-03-11 12:48:06,799][root][INFO] - 2/680 [2021-03-11 12:48:07,008][root][INFO] - 3/680 [2021-03-11 12:48:07,208][root][INFO] - 4/680 [2021-03-11 12:48:07,403][root][INFO] - 5/680 [2021-03-11 12:48:07,601][root][INFO] - 6/680 [2021-03-11 12:48:07,799][root][INFO] - 7/680 [2021-03-11 12:48:07,992][root][INFO] - 8/680 [2021-03-11 12:48:08,182][root][INFO] - 9/680 [2021-03-11 12:48:08,380][root][INFO] - 10/680 [2021-03-11 12:48:08,578][root][INFO] - 11/680 [2021-03-11 12:48:08,778][root][INFO] - 12/680 [2021-03-11 12:48:08,966][root][INFO] - 13/680 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12:50:14,425][root][INFO] - 656/680 [2021-03-11 12:50:14,623][root][INFO] - 657/680 [2021-03-11 12:50:14,820][root][INFO] - 658/680 [2021-03-11 12:50:15,012][root][INFO] - 659/680 [2021-03-11 12:50:15,206][root][INFO] - 660/680 [2021-03-11 12:50:15,407][root][INFO] - 661/680 [2021-03-11 12:50:15,596][root][INFO] - 662/680 [2021-03-11 12:50:15,793][root][INFO] - 663/680 [2021-03-11 12:50:15,984][root][INFO] - 664/680 [2021-03-11 12:50:16,180][root][INFO] - 665/680 [2021-03-11 12:50:16,378][root][INFO] - 666/680 [2021-03-11 12:50:16,577][root][INFO] - 667/680 [2021-03-11 12:50:16,772][root][INFO] - 668/680 [2021-03-11 12:50:16,971][root][INFO] - 669/680 [2021-03-11 12:50:17,169][root][INFO] - 670/680 [2021-03-11 12:50:17,366][root][INFO] - 671/680 [2021-03-11 12:50:17,546][root][INFO] - 672/680 [2021-03-11 12:50:17,729][root][INFO] - 673/680 [2021-03-11 12:50:17,913][root][INFO] - 674/680 [2021-03-11 12:50:18,096][root][INFO] - 675/680 [2021-03-11 12:50:18,278][root][INFO] - 676/680 [2021-03-11 12:50:18,462][root][INFO] - 677/680 [2021-03-11 12:50:18,643][root][INFO] - 678/680 [2021-03-11 12:50:18,826][root][INFO] - 679/680 [2021-03-11 12:50:19,029][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.0383 IoU avg 0.515 [2021-03-11 12:50:19,032][root][INFO] - ---> save checkpoint [2021-03-11 12:50:23,135][root][INFO] - Lr: 8.753e-03 | Epoch: [11][0/483] | Time 1.055 | Data 0.605 | Loss 0.2598 | IoU 0.496 [2021-03-11 12:50:27,594][root][INFO] - Lr: 8.751e-03 | Epoch: [11][10/483] | Time 0.501 | Data 0.086 | Loss 0.2595 | IoU 0.496 [2021-03-11 12:50:32,055][root][INFO] - Lr: 8.749e-03 | Epoch: [11][20/483] | Time 0.475 | Data 0.061 | Loss 0.2591 | IoU 0.496 [2021-03-11 12:50:36,520][root][INFO] - Lr: 8.746e-03 | Epoch: [11][30/483] | Time 0.466 | Data 0.052 | Loss 0.2587 | IoU 0.497 [2021-03-11 12:50:40,987][root][INFO] - Lr: 8.744e-03 | Epoch: [11][40/483] | Time 0.461 | Data 0.048 | Loss 0.2584 | IoU 0.497 [2021-03-11 12:50:45,463][root][INFO] - Lr: 8.742e-03 | Epoch: [11][50/483] | Time 0.458 | Data 0.045 | Loss 0.2580 | IoU 0.497 [2021-03-11 12:50:49,937][root][INFO] - Lr: 8.739e-03 | Epoch: [11][60/483] | Time 0.457 | Data 0.043 | Loss 0.2576 | IoU 0.497 [2021-03-11 12:50:54,409][root][INFO] - Lr: 8.737e-03 | Epoch: [11][70/483] | Time 0.455 | Data 0.042 | Loss 0.2572 | IoU 0.497 [2021-03-11 12:50:58,885][root][INFO] - Lr: 8.734e-03 | Epoch: [11][80/483] | Time 0.454 | Data 0.041 | Loss 0.2569 | IoU 0.497 [2021-03-11 12:51:03,354][root][INFO] - Lr: 8.732e-03 | Epoch: [11][90/483] | Time 0.454 | Data 0.040 | Loss 0.2565 | IoU 0.498 [2021-03-11 12:51:07,824][root][INFO] - Lr: 8.730e-03 | Epoch: [11][100/483] | Time 0.453 | Data 0.040 | Loss 0.2561 | IoU 0.498 [2021-03-11 12:51:12,299][root][INFO] - Lr: 8.727e-03 | Epoch: [11][110/483] | Time 0.452 | Data 0.039 | Loss 0.2558 | IoU 0.498 [2021-03-11 12:51:16,768][root][INFO] - Lr: 8.725e-03 | Epoch: [11][120/483] | Time 0.452 | Data 0.039 | Loss 0.2554 | IoU 0.498 [2021-03-11 12:51:21,252][root][INFO] - Lr: 8.723e-03 | Epoch: [11][130/483] | Time 0.452 | Data 0.038 | Loss 0.2551 | IoU 0.498 [2021-03-11 12:51:25,737][root][INFO] - Lr: 8.720e-03 | Epoch: [11][140/483] | Time 0.451 | Data 0.038 | Loss 0.2547 | IoU 0.498 [2021-03-11 12:51:30,216][root][INFO] - Lr: 8.718e-03 | Epoch: [11][150/483] | Time 0.451 | Data 0.038 | Loss 0.2543 | IoU 0.498 [2021-03-11 12:51:34,693][root][INFO] - Lr: 8.715e-03 | Epoch: [11][160/483] | Time 0.451 | Data 0.038 | Loss 0.2540 | IoU 0.499 [2021-03-11 12:51:39,163][root][INFO] - Lr: 8.713e-03 | Epoch: [11][170/483] | Time 0.451 | Data 0.038 | Loss 0.2536 | IoU 0.499 [2021-03-11 12:51:43,643][root][INFO] - Lr: 8.711e-03 | Epoch: [11][180/483] | Time 0.451 | Data 0.037 | Loss 0.2533 | IoU 0.499 [2021-03-11 12:51:48,114][root][INFO] - Lr: 8.708e-03 | Epoch: [11][190/483] | Time 0.450 | Data 0.037 | Loss 0.2529 | IoU 0.499 [2021-03-11 12:51:52,601][root][INFO] - Lr: 8.706e-03 | Epoch: [11][200/483] | Time 0.450 | Data 0.037 | Loss 0.2525 | IoU 0.499 [2021-03-11 12:51:57,096][root][INFO] - Lr: 8.704e-03 | Epoch: [11][210/483] | Time 0.450 | Data 0.037 | Loss 0.2522 | IoU 0.499 [2021-03-11 12:52:01,593][root][INFO] - Lr: 8.701e-03 | Epoch: [11][220/483] | Time 0.450 | Data 0.037 | Loss 0.2518 | IoU 0.500 [2021-03-11 12:52:06,058][root][INFO] - Lr: 8.699e-03 | Epoch: [11][230/483] | Time 0.450 | Data 0.037 | Loss 0.2515 | IoU 0.500 [2021-03-11 12:52:10,539][root][INFO] - Lr: 8.697e-03 | Epoch: [11][240/483] | Time 0.450 | Data 0.037 | Loss 0.2512 | IoU 0.500 [2021-03-11 12:52:15,030][root][INFO] - Lr: 8.694e-03 | Epoch: [11][250/483] | Time 0.450 | Data 0.036 | Loss 0.2508 | IoU 0.500 [2021-03-11 12:52:19,510][root][INFO] - Lr: 8.692e-03 | Epoch: [11][260/483] | Time 0.450 | Data 0.036 | Loss 0.2505 | IoU 0.500 [2021-03-11 12:52:24,009][root][INFO] - Lr: 8.689e-03 | Epoch: [11][270/483] | Time 0.450 | Data 0.036 | Loss 0.2501 | IoU 0.501 [2021-03-11 12:52:28,491][root][INFO] - Lr: 8.687e-03 | Epoch: [11][280/483] | Time 0.450 | Data 0.036 | Loss 0.2498 | IoU 0.501 [2021-03-11 12:52:32,974][root][INFO] - Lr: 8.685e-03 | Epoch: [11][290/483] | Time 0.450 | Data 0.036 | Loss 0.2494 | IoU 0.501 [2021-03-11 12:52:37,453][root][INFO] - Lr: 8.682e-03 | Epoch: [11][300/483] | Time 0.450 | Data 0.036 | Loss 0.2491 | IoU 0.501 [2021-03-11 12:52:41,928][root][INFO] - Lr: 8.680e-03 | Epoch: [11][310/483] | Time 0.450 | Data 0.036 | Loss 0.2487 | IoU 0.501 [2021-03-11 12:52:46,408][root][INFO] - Lr: 8.678e-03 | Epoch: [11][320/483] | Time 0.450 | Data 0.036 | Loss 0.2484 | IoU 0.501 [2021-03-11 12:52:50,887][root][INFO] - Lr: 8.675e-03 | Epoch: [11][330/483] | Time 0.450 | Data 0.036 | Loss 0.2481 | IoU 0.502 [2021-03-11 12:52:55,368][root][INFO] - Lr: 8.673e-03 | Epoch: [11][340/483] | Time 0.450 | Data 0.036 | Loss 0.2477 | IoU 0.502 [2021-03-11 12:52:59,858][root][INFO] - Lr: 8.671e-03 | Epoch: [11][350/483] | Time 0.450 | Data 0.036 | Loss 0.2474 | IoU 0.502 [2021-03-11 12:53:04,338][root][INFO] - Lr: 8.668e-03 | Epoch: [11][360/483] | Time 0.449 | Data 0.036 | Loss 0.2471 | IoU 0.502 [2021-03-11 12:53:08,822][root][INFO] - Lr: 8.666e-03 | Epoch: [11][370/483] | Time 0.449 | Data 0.036 | Loss 0.2467 | IoU 0.502 [2021-03-11 12:53:13,314][root][INFO] - Lr: 8.663e-03 | Epoch: [11][380/483] | Time 0.449 | Data 0.036 | Loss 0.2464 | IoU 0.502 [2021-03-11 12:53:17,794][root][INFO] - Lr: 8.661e-03 | Epoch: [11][390/483] | Time 0.449 | Data 0.036 | Loss 0.2461 | IoU 0.503 [2021-03-11 12:53:22,275][root][INFO] - Lr: 8.659e-03 | Epoch: [11][400/483] | Time 0.449 | Data 0.036 | Loss 0.2458 | IoU 0.503 [2021-03-11 12:53:26,767][root][INFO] - Lr: 8.656e-03 | Epoch: [11][410/483] | Time 0.449 | Data 0.036 | Loss 0.2454 | IoU 0.503 [2021-03-11 12:53:31,245][root][INFO] - Lr: 8.654e-03 | Epoch: [11][420/483] | Time 0.449 | Data 0.036 | Loss 0.2451 | IoU 0.503 [2021-03-11 12:53:35,721][root][INFO] - Lr: 8.652e-03 | Epoch: [11][430/483] | Time 0.449 | Data 0.036 | Loss 0.2448 | IoU 0.503 [2021-03-11 12:53:40,204][root][INFO] - Lr: 8.649e-03 | Epoch: [11][440/483] | Time 0.449 | Data 0.036 | Loss 0.2445 | IoU 0.504 [2021-03-11 12:53:44,687][root][INFO] - Lr: 8.647e-03 | Epoch: [11][450/483] | Time 0.449 | Data 0.035 | Loss 0.2441 | IoU 0.504 [2021-03-11 12:53:49,171][root][INFO] - Lr: 8.645e-03 | Epoch: [11][460/483] | Time 0.449 | Data 0.035 | Loss 0.2438 | IoU 0.504 [2021-03-11 12:53:53,649][root][INFO] - Lr: 8.642e-03 | Epoch: [11][470/483] | Time 0.449 | Data 0.035 | Loss 0.2435 | IoU 0.504 [2021-03-11 12:53:58,129][root][INFO] - Lr: 8.640e-03 | Epoch: [11][480/483] | Time 0.449 | Data 0.035 | Loss 0.2432 | IoU 0.504 [2021-03-11 12:54:00,077][root][INFO] - Lr: 8.639e-03 | Epoch: [12][0/483] | Time 0.952 | Data 0.501 | Loss 0.2431 | IoU 0.504 [2021-03-11 12:54:04,556][root][INFO] - Lr: 8.637e-03 | Epoch: [12][10/483] | Time 0.494 | Data 0.077 | Loss 0.2428 | IoU 0.504 [2021-03-11 12:54:09,027][root][INFO] - Lr: 8.634e-03 | Epoch: [12][20/483] | Time 0.472 | Data 0.056 | Loss 0.2424 | IoU 0.504 [2021-03-11 12:54:13,508][root][INFO] - Lr: 8.632e-03 | Epoch: [12][30/483] | Time 0.464 | Data 0.049 | Loss 0.2421 | IoU 0.504 [2021-03-11 12:54:17,976][root][INFO] - Lr: 8.630e-03 | Epoch: [12][40/483] | Time 0.460 | Data 0.046 | Loss 0.2418 | IoU 0.504 [2021-03-11 12:54:22,462][root][INFO] - Lr: 8.627e-03 | Epoch: [12][50/483] | Time 0.458 | Data 0.043 | Loss 0.2415 | IoU 0.505 [2021-03-11 12:54:26,939][root][INFO] - Lr: 8.625e-03 | Epoch: [12][60/483] | Time 0.456 | Data 0.042 | Loss 0.2412 | IoU 0.505 [2021-03-11 12:54:31,414][root][INFO] - Lr: 8.622e-03 | Epoch: [12][70/483] | Time 0.455 | Data 0.041 | Loss 0.2408 | IoU 0.505 [2021-03-11 12:54:35,908][root][INFO] - Lr: 8.620e-03 | Epoch: [12][80/483] | Time 0.454 | Data 0.040 | Loss 0.2405 | IoU 0.505 [2021-03-11 12:54:40,394][root][INFO] - Lr: 8.618e-03 | Epoch: [12][90/483] | Time 0.454 | Data 0.039 | Loss 0.2402 | IoU 0.505 [2021-03-11 12:54:44,865][root][INFO] - Lr: 8.615e-03 | Epoch: [12][100/483] | Time 0.453 | Data 0.039 | Loss 0.2399 | IoU 0.505 [2021-03-11 12:54:49,354][root][INFO] - Lr: 8.613e-03 | Epoch: [12][110/483] | Time 0.453 | Data 0.038 | Loss 0.2396 | IoU 0.505 [2021-03-11 12:54:53,843][root][INFO] - Lr: 8.611e-03 | Epoch: [12][120/483] | Time 0.452 | Data 0.038 | Loss 0.2393 | IoU 0.506 [2021-03-11 12:54:58,323][root][INFO] - Lr: 8.608e-03 | Epoch: [12][130/483] | Time 0.452 | Data 0.038 | Loss 0.2390 | IoU 0.506 [2021-03-11 12:55:02,812][root][INFO] - Lr: 8.606e-03 | Epoch: [12][140/483] | Time 0.452 | Data 0.038 | Loss 0.2387 | IoU 0.506 [2021-03-11 12:55:07,284][root][INFO] - Lr: 8.604e-03 | Epoch: [12][150/483] | Time 0.451 | Data 0.037 | Loss 0.2384 | IoU 0.506 [2021-03-11 12:55:11,771][root][INFO] - Lr: 8.601e-03 | Epoch: [12][160/483] | Time 0.451 | Data 0.037 | Loss 0.2381 | IoU 0.506 [2021-03-11 12:55:16,247][root][INFO] - Lr: 8.599e-03 | Epoch: [12][170/483] | Time 0.451 | Data 0.037 | Loss 0.2378 | IoU 0.506 [2021-03-11 12:55:20,723][root][INFO] - Lr: 8.596e-03 | Epoch: [12][180/483] | Time 0.451 | Data 0.037 | Loss 0.2375 | IoU 0.506 [2021-03-11 12:55:25,201][root][INFO] - Lr: 8.594e-03 | Epoch: [12][190/483] | Time 0.451 | Data 0.037 | Loss 0.2372 | IoU 0.506 [2021-03-11 12:55:29,678][root][INFO] - Lr: 8.592e-03 | Epoch: [12][200/483] | Time 0.451 | Data 0.037 | Loss 0.2369 | IoU 0.507 [2021-03-11 12:55:34,152][root][INFO] - Lr: 8.589e-03 | Epoch: [12][210/483] | Time 0.450 | Data 0.036 | Loss 0.2366 | IoU 0.507 [2021-03-11 12:55:38,638][root][INFO] - Lr: 8.587e-03 | Epoch: [12][220/483] | Time 0.450 | Data 0.036 | Loss 0.2363 | IoU 0.507 [2021-03-11 12:55:43,119][root][INFO] - Lr: 8.585e-03 | Epoch: [12][230/483] | Time 0.450 | Data 0.036 | Loss 0.2360 | IoU 0.507 [2021-03-11 12:55:47,602][root][INFO] - Lr: 8.582e-03 | Epoch: [12][240/483] | Time 0.450 | Data 0.036 | Loss 0.2357 | IoU 0.507 [2021-03-11 12:55:52,087][root][INFO] - Lr: 8.580e-03 | Epoch: [12][250/483] | Time 0.450 | Data 0.036 | Loss 0.2354 | IoU 0.507 [2021-03-11 12:55:56,570][root][INFO] - Lr: 8.577e-03 | Epoch: [12][260/483] | Time 0.450 | Data 0.036 | Loss 0.2351 | IoU 0.507 [2021-03-11 12:56:01,048][root][INFO] - Lr: 8.575e-03 | Epoch: [12][270/483] | Time 0.450 | Data 0.036 | Loss 0.2348 | IoU 0.508 [2021-03-11 12:56:05,533][root][INFO] - Lr: 8.573e-03 | Epoch: [12][280/483] | Time 0.450 | Data 0.036 | Loss 0.2345 | IoU 0.508 [2021-03-11 12:56:10,021][root][INFO] - Lr: 8.570e-03 | Epoch: [12][290/483] | Time 0.450 | Data 0.036 | Loss 0.2342 | IoU 0.508 [2021-03-11 12:56:14,507][root][INFO] - Lr: 8.568e-03 | Epoch: [12][300/483] | Time 0.450 | Data 0.036 | Loss 0.2339 | IoU 0.508 [2021-03-11 12:56:18,983][root][INFO] - Lr: 8.566e-03 | Epoch: [12][310/483] | Time 0.450 | Data 0.036 | Loss 0.2336 | IoU 0.508 [2021-03-11 12:56:23,461][root][INFO] - Lr: 8.563e-03 | Epoch: [12][320/483] | Time 0.450 | Data 0.036 | Loss 0.2333 | IoU 0.508 [2021-03-11 12:56:27,948][root][INFO] - Lr: 8.561e-03 | Epoch: [12][330/483] | Time 0.450 | Data 0.036 | Loss 0.2330 | IoU 0.508 [2021-03-11 12:56:32,440][root][INFO] - Lr: 8.559e-03 | Epoch: [12][340/483] | Time 0.450 | Data 0.036 | Loss 0.2327 | IoU 0.509 [2021-03-11 12:56:36,916][root][INFO] - Lr: 8.556e-03 | Epoch: [12][350/483] | Time 0.450 | Data 0.036 | Loss 0.2324 | IoU 0.509 [2021-03-11 12:56:41,398][root][INFO] - Lr: 8.554e-03 | Epoch: [12][360/483] | Time 0.450 | Data 0.036 | Loss 0.2321 | IoU 0.509 [2021-03-11 12:56:45,880][root][INFO] - Lr: 8.551e-03 | Epoch: [12][370/483] | Time 0.449 | Data 0.036 | Loss 0.2318 | IoU 0.509 [2021-03-11 12:56:50,360][root][INFO] - Lr: 8.549e-03 | Epoch: [12][380/483] | Time 0.449 | Data 0.035 | Loss 0.2315 | IoU 0.509 [2021-03-11 12:56:54,846][root][INFO] - Lr: 8.547e-03 | Epoch: [12][390/483] | Time 0.449 | Data 0.035 | Loss 0.2313 | IoU 0.509 [2021-03-11 12:56:59,336][root][INFO] - Lr: 8.544e-03 | Epoch: [12][400/483] | Time 0.449 | Data 0.035 | Loss 0.2310 | IoU 0.509 [2021-03-11 12:57:03,817][root][INFO] - Lr: 8.542e-03 | Epoch: [12][410/483] | Time 0.449 | Data 0.035 | Loss 0.2307 | IoU 0.510 [2021-03-11 12:57:08,309][root][INFO] - Lr: 8.540e-03 | Epoch: [12][420/483] | Time 0.449 | Data 0.035 | Loss 0.2304 | IoU 0.510 [2021-03-11 12:57:12,794][root][INFO] - Lr: 8.537e-03 | Epoch: [12][430/483] | Time 0.449 | Data 0.035 | Loss 0.2301 | IoU 0.510 [2021-03-11 12:57:17,286][root][INFO] - Lr: 8.535e-03 | Epoch: [12][440/483] | Time 0.449 | Data 0.035 | Loss 0.2298 | IoU 0.510 [2021-03-11 12:57:21,765][root][INFO] - Lr: 8.532e-03 | Epoch: [12][450/483] | Time 0.449 | Data 0.035 | Loss 0.2296 | IoU 0.510 [2021-03-11 12:57:26,242][root][INFO] - Lr: 8.530e-03 | Epoch: [12][460/483] | Time 0.449 | Data 0.035 | Loss 0.2293 | IoU 0.510 [2021-03-11 12:57:30,731][root][INFO] - Lr: 8.528e-03 | Epoch: [12][470/483] | Time 0.449 | Data 0.035 | Loss 0.2290 | IoU 0.511 [2021-03-11 12:57:35,217][root][INFO] - Lr: 8.525e-03 | Epoch: [12][480/483] | Time 0.449 | Data 0.035 | Loss 0.2287 | IoU 0.511 [2021-03-11 12:57:37,107][root][INFO] - Lr: 8.525e-03 | Epoch: [13][0/483] | Time 0.920 | Data 0.492 | Loss 0.2286 | IoU 0.511 [2021-03-11 12:57:41,575][root][INFO] - Lr: 8.522e-03 | Epoch: [13][10/483] | Time 0.490 | Data 0.076 | Loss 0.2284 | IoU 0.511 [2021-03-11 12:57:46,058][root][INFO] - Lr: 8.520e-03 | Epoch: [13][20/483] | Time 0.470 | Data 0.056 | Loss 0.2281 | IoU 0.511 [2021-03-11 12:57:50,551][root][INFO] - Lr: 8.518e-03 | Epoch: [13][30/483] | Time 0.463 | Data 0.049 | Loss 0.2278 | IoU 0.511 [2021-03-11 12:57:55,035][root][INFO] - Lr: 8.515e-03 | Epoch: [13][40/483] | Time 0.460 | Data 0.045 | Loss 0.2275 | IoU 0.511 [2021-03-11 12:57:59,524][root][INFO] - Lr: 8.513e-03 | Epoch: [13][50/483] | Time 0.458 | Data 0.043 | Loss 0.2273 | IoU 0.511 [2021-03-11 12:58:03,998][root][INFO] - Lr: 8.510e-03 | Epoch: [13][60/483] | Time 0.456 | Data 0.042 | Loss 0.2270 | IoU 0.512 [2021-03-11 12:58:08,485][root][INFO] - Lr: 8.508e-03 | Epoch: [13][70/483] | Time 0.455 | Data 0.041 | Loss 0.2267 | IoU 0.512 [2021-03-11 12:58:12,969][root][INFO] - Lr: 8.506e-03 | Epoch: [13][80/483] | Time 0.454 | Data 0.040 | Loss 0.2264 | IoU 0.512 [2021-03-11 12:58:17,462][root][INFO] - Lr: 8.503e-03 | Epoch: [13][90/483] | Time 0.454 | Data 0.039 | Loss 0.2262 | IoU 0.512 [2021-03-11 12:58:21,943][root][INFO] - Lr: 8.501e-03 | Epoch: [13][100/483] | Time 0.453 | Data 0.039 | Loss 0.2259 | IoU 0.512 [2021-03-11 12:58:26,417][root][INFO] - Lr: 8.499e-03 | Epoch: [13][110/483] | Time 0.453 | Data 0.038 | Loss 0.2256 | IoU 0.512 [2021-03-11 12:58:30,901][root][INFO] - Lr: 8.496e-03 | Epoch: [13][120/483] | Time 0.452 | Data 0.038 | Loss 0.2253 | IoU 0.512 [2021-03-11 12:58:35,377][root][INFO] - Lr: 8.494e-03 | Epoch: [13][130/483] | Time 0.452 | Data 0.038 | Loss 0.2251 | IoU 0.512 [2021-03-11 12:58:39,867][root][INFO] - Lr: 8.491e-03 | Epoch: [13][140/483] | Time 0.452 | Data 0.038 | Loss 0.2248 | IoU 0.512 [2021-03-11 12:58:44,344][root][INFO] - Lr: 8.489e-03 | Epoch: [13][150/483] | Time 0.451 | Data 0.037 | Loss 0.2245 | IoU 0.513 [2021-03-11 12:58:48,825][root][INFO] - Lr: 8.487e-03 | Epoch: [13][160/483] | Time 0.451 | Data 0.037 | Loss 0.2243 | IoU 0.513 [2021-03-11 12:58:53,315][root][INFO] - Lr: 8.484e-03 | Epoch: [13][170/483] | Time 0.451 | Data 0.037 | Loss 0.2240 | IoU 0.513 [2021-03-11 12:58:57,794][root][INFO] - Lr: 8.482e-03 | Epoch: [13][180/483] | Time 0.451 | Data 0.037 | Loss 0.2237 | IoU 0.513 [2021-03-11 12:59:02,275][root][INFO] - Lr: 8.480e-03 | Epoch: [13][190/483] | Time 0.451 | Data 0.037 | Loss 0.2235 | IoU 0.513 [2021-03-11 12:59:06,752][root][INFO] - Lr: 8.477e-03 | Epoch: [13][200/483] | Time 0.451 | Data 0.037 | Loss 0.2232 | IoU 0.513 [2021-03-11 12:59:11,231][root][INFO] - Lr: 8.475e-03 | Epoch: [13][210/483] | Time 0.450 | Data 0.036 | Loss 0.2229 | IoU 0.513 [2021-03-11 12:59:15,716][root][INFO] - Lr: 8.472e-03 | Epoch: [13][220/483] | Time 0.450 | Data 0.036 | Loss 0.2227 | IoU 0.513 [2021-03-11 12:59:20,211][root][INFO] - Lr: 8.470e-03 | Epoch: [13][230/483] | Time 0.450 | Data 0.036 | Loss 0.2224 | IoU 0.513 [2021-03-11 12:59:24,697][root][INFO] - Lr: 8.468e-03 | Epoch: [13][240/483] | Time 0.450 | Data 0.036 | Loss 0.2222 | IoU 0.514 [2021-03-11 12:59:29,187][root][INFO] - Lr: 8.465e-03 | Epoch: [13][250/483] | Time 0.450 | Data 0.036 | Loss 0.2219 | IoU 0.514 [2021-03-11 12:59:33,661][root][INFO] - Lr: 8.463e-03 | Epoch: [13][260/483] | Time 0.450 | Data 0.036 | Loss 0.2217 | IoU 0.514 [2021-03-11 12:59:38,153][root][INFO] - Lr: 8.461e-03 | Epoch: [13][270/483] | Time 0.450 | Data 0.036 | Loss 0.2214 | IoU 0.514 [2021-03-11 12:59:42,631][root][INFO] - Lr: 8.458e-03 | Epoch: [13][280/483] | Time 0.450 | Data 0.036 | Loss 0.2211 | IoU 0.514 [2021-03-11 12:59:47,107][root][INFO] - Lr: 8.456e-03 | Epoch: [13][290/483] | Time 0.450 | Data 0.036 | Loss 0.2209 | IoU 0.514 [2021-03-11 12:59:51,587][root][INFO] - Lr: 8.453e-03 | Epoch: [13][300/483] | Time 0.450 | Data 0.036 | Loss 0.2206 | IoU 0.514 [2021-03-11 12:59:56,067][root][INFO] - Lr: 8.451e-03 | Epoch: [13][310/483] | Time 0.450 | Data 0.036 | Loss 0.2204 | IoU 0.515 [2021-03-11 13:00:00,548][root][INFO] - Lr: 8.449e-03 | Epoch: [13][320/483] | Time 0.450 | Data 0.036 | Loss 0.2201 | IoU 0.515 [2021-03-11 13:00:05,029][root][INFO] - Lr: 8.446e-03 | Epoch: [13][330/483] | Time 0.450 | Data 0.036 | Loss 0.2199 | IoU 0.515 [2021-03-11 13:00:09,513][root][INFO] - Lr: 8.444e-03 | Epoch: [13][340/483] | Time 0.450 | Data 0.036 | Loss 0.2196 | IoU 0.515 [2021-03-11 13:00:13,987][root][INFO] - Lr: 8.442e-03 | Epoch: [13][350/483] | Time 0.450 | Data 0.036 | Loss 0.2194 | IoU 0.515 [2021-03-11 13:00:18,465][root][INFO] - Lr: 8.439e-03 | Epoch: [13][360/483] | Time 0.450 | Data 0.036 | Loss 0.2191 | IoU 0.515 [2021-03-11 13:00:22,951][root][INFO] - Lr: 8.437e-03 | Epoch: [13][370/483] | Time 0.449 | Data 0.036 | Loss 0.2188 | IoU 0.515 [2021-03-11 13:00:27,442][root][INFO] - Lr: 8.434e-03 | Epoch: [13][380/483] | Time 0.449 | Data 0.035 | Loss 0.2186 | IoU 0.516 [2021-03-11 13:00:31,930][root][INFO] - Lr: 8.432e-03 | Epoch: [13][390/483] | Time 0.449 | Data 0.035 | Loss 0.2184 | IoU 0.516 [2021-03-11 13:00:36,429][root][INFO] - Lr: 8.430e-03 | Epoch: [13][400/483] | Time 0.449 | Data 0.035 | Loss 0.2181 | IoU 0.516 [2021-03-11 13:00:40,904][root][INFO] - Lr: 8.427e-03 | Epoch: [13][410/483] | Time 0.449 | Data 0.035 | Loss 0.2179 | IoU 0.516 [2021-03-11 13:00:45,397][root][INFO] - Lr: 8.425e-03 | Epoch: [13][420/483] | Time 0.449 | Data 0.035 | Loss 0.2176 | IoU 0.516 [2021-03-11 13:00:49,888][root][INFO] - Lr: 8.423e-03 | Epoch: [13][430/483] | Time 0.449 | Data 0.035 | Loss 0.2174 | IoU 0.516 [2021-03-11 13:00:54,370][root][INFO] - Lr: 8.420e-03 | Epoch: [13][440/483] | Time 0.449 | Data 0.035 | Loss 0.2171 | IoU 0.516 [2021-03-11 13:00:58,851][root][INFO] - Lr: 8.418e-03 | Epoch: [13][450/483] | Time 0.449 | Data 0.035 | Loss 0.2169 | IoU 0.516 [2021-03-11 13:01:03,330][root][INFO] - Lr: 8.416e-03 | Epoch: [13][460/483] | Time 0.449 | Data 0.035 | Loss 0.2166 | IoU 0.516 [2021-03-11 13:01:07,813][root][INFO] - Lr: 8.413e-03 | Epoch: [13][470/483] | Time 0.449 | Data 0.035 | Loss 0.2164 | IoU 0.517 [2021-03-11 13:01:12,297][root][INFO] - Lr: 8.411e-03 | Epoch: [13][480/483] | Time 0.449 | Data 0.035 | Loss 0.2162 | IoU 0.517 [2021-03-11 13:01:14,217][root][INFO] - Lr: 8.410e-03 | Epoch: [14][0/483] | Time 0.950 | Data 0.491 | Loss 0.2161 | IoU 0.517 [2021-03-11 13:01:18,693][root][INFO] - Lr: 8.408e-03 | Epoch: [14][10/483] | Time 0.493 | Data 0.076 | Loss 0.2158 | IoU 0.517 [2021-03-11 13:01:23,169][root][INFO] - Lr: 8.405e-03 | Epoch: [14][20/483] | Time 0.472 | Data 0.056 | Loss 0.2156 | IoU 0.517 [2021-03-11 13:01:27,647][root][INFO] - Lr: 8.403e-03 | Epoch: [14][30/483] | Time 0.464 | Data 0.049 | Loss 0.2154 | IoU 0.517 [2021-03-11 13:01:32,129][root][INFO] - Lr: 8.401e-03 | Epoch: [14][40/483] | Time 0.460 | Data 0.045 | Loss 0.2151 | IoU 0.517 [2021-03-11 13:01:36,629][root][INFO] - Lr: 8.398e-03 | Epoch: [14][50/483] | Time 0.458 | Data 0.043 | Loss 0.2149 | IoU 0.517 [2021-03-11 13:01:41,110][root][INFO] - Lr: 8.396e-03 | Epoch: [14][60/483] | Time 0.456 | Data 0.042 | Loss 0.2146 | IoU 0.517 [2021-03-11 13:01:45,594][root][INFO] - Lr: 8.393e-03 | Epoch: [14][70/483] | Time 0.455 | Data 0.041 | Loss 0.2144 | IoU 0.517 [2021-03-11 13:01:50,073][root][INFO] - Lr: 8.391e-03 | Epoch: [14][80/483] | Time 0.454 | Data 0.040 | Loss 0.2142 | IoU 0.517 [2021-03-11 13:01:54,556][root][INFO] - Lr: 8.389e-03 | Epoch: [14][90/483] | Time 0.454 | Data 0.039 | Loss 0.2139 | IoU 0.518 [2021-03-11 13:01:59,042][root][INFO] - Lr: 8.386e-03 | Epoch: [14][100/483] | Time 0.453 | Data 0.039 | Loss 0.2137 | IoU 0.518 [2021-03-11 13:02:03,519][root][INFO] - Lr: 8.384e-03 | Epoch: [14][110/483] | Time 0.453 | Data 0.038 | Loss 0.2134 | IoU 0.518 [2021-03-11 13:02:07,998][root][INFO] - Lr: 8.382e-03 | Epoch: [14][120/483] | Time 0.452 | Data 0.038 | Loss 0.2132 | IoU 0.518 [2021-03-11 13:02:12,490][root][INFO] - Lr: 8.379e-03 | Epoch: [14][130/483] | Time 0.452 | Data 0.038 | Loss 0.2130 | IoU 0.518 [2021-03-11 13:02:16,977][root][INFO] - Lr: 8.377e-03 | Epoch: [14][140/483] | Time 0.452 | Data 0.038 | Loss 0.2127 | IoU 0.518 [2021-03-11 13:02:21,461][root][INFO] - Lr: 8.374e-03 | Epoch: [14][150/483] | Time 0.452 | Data 0.037 | Loss 0.2125 | IoU 0.518 [2021-03-11 13:02:25,946][root][INFO] - Lr: 8.372e-03 | Epoch: [14][160/483] | Time 0.451 | Data 0.037 | Loss 0.2123 | IoU 0.518 [2021-03-11 13:02:30,431][root][INFO] - Lr: 8.370e-03 | Epoch: [14][170/483] | Time 0.451 | Data 0.037 | Loss 0.2120 | IoU 0.519 [2021-03-11 13:02:34,903][root][INFO] - Lr: 8.367e-03 | Epoch: [14][180/483] | Time 0.451 | Data 0.037 | Loss 0.2118 | IoU 0.519 [2021-03-11 13:02:39,377][root][INFO] - Lr: 8.365e-03 | Epoch: [14][190/483] | Time 0.451 | Data 0.037 | Loss 0.2116 | IoU 0.519 [2021-03-11 13:02:43,877][root][INFO] - Lr: 8.363e-03 | Epoch: [14][200/483] | Time 0.451 | Data 0.037 | Loss 0.2114 | IoU 0.519 [2021-03-11 13:02:48,370][root][INFO] - Lr: 8.360e-03 | Epoch: [14][210/483] | Time 0.451 | Data 0.036 | Loss 0.2111 | IoU 0.519 [2021-03-11 13:02:52,857][root][INFO] - Lr: 8.358e-03 | Epoch: [14][220/483] | Time 0.451 | Data 0.036 | Loss 0.2109 | IoU 0.519 [2021-03-11 13:02:57,337][root][INFO] - Lr: 8.355e-03 | Epoch: [14][230/483] | Time 0.451 | Data 0.036 | Loss 0.2107 | IoU 0.519 [2021-03-11 13:03:01,808][root][INFO] - Lr: 8.353e-03 | Epoch: [14][240/483] | Time 0.450 | Data 0.036 | Loss 0.2104 | IoU 0.519 [2021-03-11 13:03:06,296][root][INFO] - Lr: 8.351e-03 | Epoch: [14][250/483] | Time 0.450 | Data 0.036 | Loss 0.2102 | IoU 0.519 [2021-03-11 13:03:10,788][root][INFO] - Lr: 8.348e-03 | Epoch: [14][260/483] | Time 0.450 | Data 0.036 | Loss 0.2100 | IoU 0.519 [2021-03-11 13:03:15,276][root][INFO] - Lr: 8.346e-03 | Epoch: [14][270/483] | Time 0.450 | Data 0.036 | Loss 0.2098 | IoU 0.520 [2021-03-11 13:03:19,757][root][INFO] - Lr: 8.344e-03 | Epoch: [14][280/483] | Time 0.450 | Data 0.036 | Loss 0.2095 | IoU 0.520 [2021-03-11 13:03:24,243][root][INFO] - Lr: 8.341e-03 | Epoch: [14][290/483] | Time 0.450 | Data 0.036 | Loss 0.2093 | IoU 0.520 [2021-03-11 13:03:28,734][root][INFO] - Lr: 8.339e-03 | Epoch: [14][300/483] | Time 0.450 | Data 0.036 | Loss 0.2091 | IoU 0.520 [2021-03-11 13:03:33,222][root][INFO] - Lr: 8.336e-03 | Epoch: [14][310/483] | Time 0.450 | Data 0.036 | Loss 0.2089 | IoU 0.520 [2021-03-11 13:03:37,697][root][INFO] - Lr: 8.334e-03 | Epoch: [14][320/483] | Time 0.450 | Data 0.036 | Loss 0.2086 | IoU 0.520 [2021-03-11 13:03:42,175][root][INFO] - Lr: 8.332e-03 | Epoch: [14][330/483] | Time 0.450 | Data 0.036 | Loss 0.2084 | IoU 0.520 [2021-03-11 13:03:46,661][root][INFO] - Lr: 8.329e-03 | Epoch: [14][340/483] | Time 0.450 | Data 0.036 | Loss 0.2082 | IoU 0.520 [2021-03-11 13:03:51,140][root][INFO] - Lr: 8.327e-03 | Epoch: [14][350/483] | Time 0.450 | Data 0.036 | Loss 0.2080 | IoU 0.521 [2021-03-11 13:03:55,641][root][INFO] - Lr: 8.325e-03 | Epoch: [14][360/483] | Time 0.450 | Data 0.036 | Loss 0.2077 | IoU 0.521 [2021-03-11 13:04:00,129][root][INFO] - Lr: 8.322e-03 | Epoch: [14][370/483] | Time 0.450 | Data 0.036 | Loss 0.2075 | IoU 0.521 [2021-03-11 13:04:04,604][root][INFO] - Lr: 8.320e-03 | Epoch: [14][380/483] | Time 0.450 | Data 0.035 | Loss 0.2073 | IoU 0.521 [2021-03-11 13:04:09,083][root][INFO] - Lr: 8.317e-03 | Epoch: [14][390/483] | Time 0.450 | Data 0.035 | Loss 0.2071 | IoU 0.521 [2021-03-11 13:04:13,566][root][INFO] - Lr: 8.315e-03 | Epoch: [14][400/483] | Time 0.450 | Data 0.035 | Loss 0.2069 | IoU 0.521 [2021-03-11 13:04:18,045][root][INFO] - Lr: 8.313e-03 | Epoch: [14][410/483] | Time 0.450 | Data 0.035 | Loss 0.2067 | IoU 0.521 [2021-03-11 13:04:22,531][root][INFO] - Lr: 8.310e-03 | Epoch: [14][420/483] | Time 0.450 | Data 0.035 | Loss 0.2064 | IoU 0.521 [2021-03-11 13:04:27,013][root][INFO] - Lr: 8.308e-03 | Epoch: [14][430/483] | Time 0.450 | Data 0.035 | Loss 0.2062 | IoU 0.521 [2021-03-11 13:04:31,493][root][INFO] - Lr: 8.306e-03 | Epoch: [14][440/483] | Time 0.449 | Data 0.035 | Loss 0.2060 | IoU 0.521 [2021-03-11 13:04:35,984][root][INFO] - Lr: 8.303e-03 | Epoch: [14][450/483] | Time 0.449 | Data 0.035 | Loss 0.2058 | IoU 0.522 [2021-03-11 13:04:40,487][root][INFO] - Lr: 8.301e-03 | Epoch: [14][460/483] | Time 0.449 | Data 0.035 | Loss 0.2056 | IoU 0.522 [2021-03-11 13:04:44,974][root][INFO] - Lr: 8.298e-03 | Epoch: [14][470/483] | Time 0.449 | Data 0.035 | Loss 0.2054 | IoU 0.522 [2021-03-11 13:04:49,459][root][INFO] - Lr: 8.296e-03 | Epoch: [14][480/483] | Time 0.449 | Data 0.035 | Loss 0.2052 | IoU 0.522 [2021-03-11 13:04:51,380][root][INFO] - Lr: 8.295e-03 | Epoch: [15][0/483] | Time 0.956 | Data 0.492 | Loss 0.2051 | IoU 0.522 [2021-03-11 13:04:55,852][root][INFO] - Lr: 8.293e-03 | Epoch: [15][10/483] | Time 0.494 | Data 0.076 | Loss 0.2049 | IoU 0.522 [2021-03-11 13:05:00,333][root][INFO] - Lr: 8.291e-03 | Epoch: [15][20/483] | Time 0.472 | Data 0.056 | Loss 0.2047 | IoU 0.522 [2021-03-11 13:05:04,813][root][INFO] - Lr: 8.288e-03 | Epoch: [15][30/483] | Time 0.464 | Data 0.049 | Loss 0.2044 | IoU 0.522 [2021-03-11 13:05:09,304][root][INFO] - Lr: 8.286e-03 | Epoch: [15][40/483] | Time 0.460 | Data 0.045 | Loss 0.2042 | IoU 0.522 [2021-03-11 13:05:13,785][root][INFO] - Lr: 8.283e-03 | Epoch: [15][50/483] | Time 0.458 | Data 0.043 | Loss 0.2040 | IoU 0.522 [2021-03-11 13:05:18,272][root][INFO] - Lr: 8.281e-03 | Epoch: [15][60/483] | Time 0.457 | Data 0.042 | Loss 0.2038 | IoU 0.522 [2021-03-11 13:05:22,761][root][INFO] - Lr: 8.279e-03 | Epoch: [15][70/483] | Time 0.455 | Data 0.041 | Loss 0.2036 | IoU 0.523 [2021-03-11 13:05:27,233][root][INFO] - Lr: 8.276e-03 | Epoch: [15][80/483] | Time 0.454 | Data 0.040 | Loss 0.2034 | IoU 0.523 [2021-03-11 13:05:31,715][root][INFO] - Lr: 8.274e-03 | Epoch: [15][90/483] | Time 0.454 | Data 0.039 | Loss 0.2032 | IoU 0.523 [2021-03-11 13:05:36,202][root][INFO] - Lr: 8.271e-03 | Epoch: [15][100/483] | Time 0.453 | Data 0.039 | Loss 0.2030 | IoU 0.523 [2021-03-11 13:05:40,688][root][INFO] - Lr: 8.269e-03 | Epoch: [15][110/483] | Time 0.453 | Data 0.038 | Loss 0.2028 | IoU 0.523 [2021-03-11 13:05:45,166][root][INFO] - Lr: 8.267e-03 | Epoch: [15][120/483] | Time 0.452 | Data 0.038 | Loss 0.2025 | IoU 0.523 [2021-03-11 13:05:49,650][root][INFO] - Lr: 8.264e-03 | Epoch: [15][130/483] | Time 0.452 | Data 0.038 | Loss 0.2023 | IoU 0.523 [2021-03-11 13:05:54,133][root][INFO] - Lr: 8.262e-03 | Epoch: [15][140/483] | Time 0.452 | Data 0.038 | Loss 0.2021 | IoU 0.523 [2021-03-11 13:05:58,607][root][INFO] - Lr: 8.260e-03 | Epoch: [15][150/483] | Time 0.452 | Data 0.037 | Loss 0.2019 | IoU 0.523 [2021-03-11 13:06:03,097][root][INFO] - Lr: 8.257e-03 | Epoch: [15][160/483] | Time 0.451 | Data 0.037 | Loss 0.2017 | IoU 0.523 [2021-03-11 13:06:07,585][root][INFO] - Lr: 8.255e-03 | Epoch: [15][170/483] | Time 0.451 | Data 0.037 | Loss 0.2015 | IoU 0.524 [2021-03-11 13:06:12,077][root][INFO] - Lr: 8.252e-03 | Epoch: [15][180/483] | Time 0.451 | Data 0.037 | Loss 0.2013 | IoU 0.524 [2021-03-11 13:06:16,556][root][INFO] - Lr: 8.250e-03 | Epoch: [15][190/483] | Time 0.451 | Data 0.037 | Loss 0.2011 | IoU 0.524 [2021-03-11 13:06:21,031][root][INFO] - Lr: 8.248e-03 | Epoch: [15][200/483] | Time 0.451 | Data 0.037 | Loss 0.2009 | IoU 0.524 [2021-03-11 13:06:25,518][root][INFO] - Lr: 8.245e-03 | Epoch: [15][210/483] | Time 0.451 | Data 0.037 | Loss 0.2007 | IoU 0.524 [2021-03-11 13:06:29,996][root][INFO] - Lr: 8.243e-03 | Epoch: [15][220/483] | Time 0.451 | Data 0.036 | Loss 0.2005 | IoU 0.524 [2021-03-11 13:06:34,482][root][INFO] - Lr: 8.241e-03 | Epoch: [15][230/483] | Time 0.450 | Data 0.036 | Loss 0.2003 | IoU 0.524 [2021-03-11 13:06:38,959][root][INFO] - Lr: 8.238e-03 | Epoch: [15][240/483] | Time 0.450 | Data 0.036 | Loss 0.2001 | IoU 0.524 [2021-03-11 13:06:43,438][root][INFO] - Lr: 8.236e-03 | Epoch: [15][250/483] | Time 0.450 | Data 0.036 | Loss 0.1999 | IoU 0.524 [2021-03-11 13:06:47,925][root][INFO] - Lr: 8.233e-03 | Epoch: [15][260/483] | Time 0.450 | Data 0.036 | Loss 0.1997 | IoU 0.524 [2021-03-11 13:06:52,412][root][INFO] - Lr: 8.231e-03 | Epoch: [15][270/483] | Time 0.450 | Data 0.036 | Loss 0.1995 | IoU 0.525 [2021-03-11 13:06:56,895][root][INFO] - Lr: 8.229e-03 | Epoch: [15][280/483] | Time 0.450 | Data 0.036 | Loss 0.1993 | IoU 0.525 [2021-03-11 13:07:01,386][root][INFO] - Lr: 8.226e-03 | Epoch: [15][290/483] | Time 0.450 | Data 0.036 | Loss 0.1991 | IoU 0.525 [2021-03-11 13:07:05,876][root][INFO] - Lr: 8.224e-03 | Epoch: [15][300/483] | Time 0.450 | Data 0.036 | Loss 0.1989 | IoU 0.525 [2021-03-11 13:07:10,360][root][INFO] - Lr: 8.222e-03 | Epoch: [15][310/483] | Time 0.450 | Data 0.036 | Loss 0.1987 | IoU 0.525 [2021-03-11 13:07:14,850][root][INFO] - Lr: 8.219e-03 | Epoch: [15][320/483] | Time 0.450 | Data 0.036 | Loss 0.1985 | IoU 0.525 [2021-03-11 13:07:19,342][root][INFO] - Lr: 8.217e-03 | Epoch: [15][330/483] | Time 0.450 | Data 0.036 | Loss 0.1983 | IoU 0.525 [2021-03-11 13:07:23,822][root][INFO] - Lr: 8.214e-03 | Epoch: [15][340/483] | Time 0.450 | Data 0.036 | Loss 0.1981 | IoU 0.525 [2021-03-11 13:07:28,303][root][INFO] - Lr: 8.212e-03 | Epoch: [15][350/483] | Time 0.450 | Data 0.036 | Loss 0.1979 | IoU 0.525 [2021-03-11 13:07:32,787][root][INFO] - Lr: 8.210e-03 | Epoch: [15][360/483] | Time 0.450 | Data 0.036 | Loss 0.1977 | IoU 0.525 [2021-03-11 13:07:37,260][root][INFO] - Lr: 8.207e-03 | Epoch: [15][370/483] | Time 0.450 | Data 0.036 | Loss 0.1975 | IoU 0.526 [2021-03-11 13:07:41,744][root][INFO] - Lr: 8.205e-03 | Epoch: [15][380/483] | Time 0.450 | Data 0.036 | Loss 0.1973 | IoU 0.526 [2021-03-11 13:07:46,232][root][INFO] - Lr: 8.202e-03 | Epoch: [15][390/483] | Time 0.450 | Data 0.036 | Loss 0.1971 | IoU 0.526 [2021-03-11 13:07:50,718][root][INFO] - Lr: 8.200e-03 | Epoch: [15][400/483] | Time 0.450 | Data 0.035 | Loss 0.1969 | IoU 0.526 [2021-03-11 13:07:55,208][root][INFO] - Lr: 8.198e-03 | Epoch: [15][410/483] | Time 0.450 | Data 0.035 | Loss 0.1967 | IoU 0.526 [2021-03-11 13:07:59,701][root][INFO] - Lr: 8.195e-03 | Epoch: [15][420/483] | Time 0.450 | Data 0.035 | Loss 0.1965 | IoU 0.526 [2021-03-11 13:08:04,192][root][INFO] - Lr: 8.193e-03 | Epoch: [15][430/483] | Time 0.450 | Data 0.035 | Loss 0.1963 | IoU 0.526 [2021-03-11 13:08:08,688][root][INFO] - Lr: 8.191e-03 | Epoch: [15][440/483] | Time 0.450 | Data 0.035 | Loss 0.1961 | IoU 0.526 [2021-03-11 13:08:13,178][root][INFO] - Lr: 8.188e-03 | Epoch: [15][450/483] | Time 0.450 | Data 0.035 | Loss 0.1959 | IoU 0.526 [2021-03-11 13:08:17,673][root][INFO] - Lr: 8.186e-03 | Epoch: [15][460/483] | Time 0.450 | Data 0.035 | Loss 0.1958 | IoU 0.526 [2021-03-11 13:08:22,154][root][INFO] - Lr: 8.183e-03 | Epoch: [15][470/483] | Time 0.450 | Data 0.035 | Loss 0.1956 | IoU 0.526 [2021-03-11 13:08:26,646][root][INFO] - Lr: 8.181e-03 | Epoch: [15][480/483] | Time 0.450 | Data 0.035 | Loss 0.1954 | IoU 0.527 [2021-03-11 13:08:28,148][root][INFO] - 0/680 [2021-03-11 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[2021-03-11 13:10:31,245][root][INFO] - 623/680 [2021-03-11 13:10:31,433][root][INFO] - 624/680 [2021-03-11 13:10:31,614][root][INFO] - 625/680 [2021-03-11 13:10:31,795][root][INFO] - 626/680 [2021-03-11 13:10:31,977][root][INFO] - 627/680 [2021-03-11 13:10:32,166][root][INFO] - 628/680 [2021-03-11 13:10:32,363][root][INFO] - 629/680 [2021-03-11 13:10:32,561][root][INFO] - 630/680 [2021-03-11 13:10:32,743][root][INFO] - 631/680 [2021-03-11 13:10:32,940][root][INFO] - 632/680 [2021-03-11 13:10:33,137][root][INFO] - 633/680 [2021-03-11 13:10:33,336][root][INFO] - 634/680 [2021-03-11 13:10:33,536][root][INFO] - 635/680 [2021-03-11 13:10:33,734][root][INFO] - 636/680 [2021-03-11 13:10:33,922][root][INFO] - 637/680 [2021-03-11 13:10:34,121][root][INFO] - 638/680 [2021-03-11 13:10:34,317][root][INFO] - 639/680 [2021-03-11 13:10:34,514][root][INFO] - 640/680 [2021-03-11 13:10:34,698][root][INFO] - 641/680 [2021-03-11 13:10:34,896][root][INFO] - 642/680 [2021-03-11 13:10:35,078][root][INFO] - 643/680 [2021-03-11 13:10:35,260][root][INFO] - 644/680 [2021-03-11 13:10:35,457][root][INFO] - 645/680 [2021-03-11 13:10:35,654][root][INFO] - 646/680 [2021-03-11 13:10:35,850][root][INFO] - 647/680 [2021-03-11 13:10:36,049][root][INFO] - 648/680 [2021-03-11 13:10:36,230][root][INFO] - 649/680 [2021-03-11 13:10:36,412][root][INFO] - 650/680 [2021-03-11 13:10:36,609][root][INFO] - 651/680 [2021-03-11 13:10:36,791][root][INFO] - 652/680 [2021-03-11 13:10:36,989][root][INFO] - 653/680 [2021-03-11 13:10:37,189][root][INFO] - 654/680 [2021-03-11 13:10:37,388][root][INFO] - 655/680 [2021-03-11 13:10:37,586][root][INFO] - 656/680 [2021-03-11 13:10:37,774][root][INFO] - 657/680 [2021-03-11 13:10:37,972][root][INFO] - 658/680 [2021-03-11 13:10:38,170][root][INFO] - 659/680 [2021-03-11 13:10:38,360][root][INFO] - 660/680 [2021-03-11 13:10:38,561][root][INFO] - 661/680 [2021-03-11 13:10:38,759][root][INFO] - 662/680 [2021-03-11 13:10:38,948][root][INFO] - 663/680 [2021-03-11 13:10:39,147][root][INFO] - 664/680 [2021-03-11 13:10:39,328][root][INFO] - 665/680 [2021-03-11 13:10:39,526][root][INFO] - 666/680 [2021-03-11 13:10:39,711][root][INFO] - 667/680 [2021-03-11 13:10:39,898][root][INFO] - 668/680 [2021-03-11 13:10:40,080][root][INFO] - 669/680 [2021-03-11 13:10:40,279][root][INFO] - 670/680 [2021-03-11 13:10:40,463][root][INFO] - 671/680 [2021-03-11 13:10:40,645][root][INFO] - 672/680 [2021-03-11 13:10:40,828][root][INFO] - 673/680 [2021-03-11 13:10:41,011][root][INFO] - 674/680 [2021-03-11 13:10:41,195][root][INFO] - 675/680 [2021-03-11 13:10:41,378][root][INFO] - 676/680 [2021-03-11 13:10:41,560][root][INFO] - 677/680 [2021-03-11 13:10:41,742][root][INFO] - 678/680 [2021-03-11 13:10:41,924][root][INFO] - 679/680 [2021-03-11 13:10:42,150][root][INFO] - Validation set: Time avg per batch 0.198 Loss avg 1.1159 IoU avg 0.513 [2021-03-11 13:10:43,187][root][INFO] - Lr: 8.180e-03 | Epoch: [16][0/483] | Time 0.988 | Data 0.538 | Loss 0.1953 | IoU 0.527 [2021-03-11 13:10:47,649][root][INFO] - Lr: 8.178e-03 | Epoch: [16][10/483] | Time 0.496 | Data 0.080 | Loss 0.1951 | IoU 0.527 [2021-03-11 13:10:52,131][root][INFO] - Lr: 8.176e-03 | Epoch: [16][20/483] | Time 0.473 | Data 0.058 | Loss 0.1949 | IoU 0.527 [2021-03-11 13:10:56,607][root][INFO] - Lr: 8.173e-03 | Epoch: [16][30/483] | Time 0.465 | Data 0.050 | Loss 0.1948 | IoU 0.527 [2021-03-11 13:11:01,080][root][INFO] - Lr: 8.171e-03 | Epoch: [16][40/483] | Time 0.461 | Data 0.046 | Loss 0.1946 | IoU 0.527 [2021-03-11 13:11:05,556][root][INFO] - Lr: 8.168e-03 | Epoch: [16][50/483] | Time 0.458 | Data 0.044 | Loss 0.1944 | IoU 0.527 [2021-03-11 13:11:10,026][root][INFO] - Lr: 8.166e-03 | Epoch: [16][60/483] | Time 0.456 | Data 0.042 | Loss 0.1942 | IoU 0.527 [2021-03-11 13:11:14,496][root][INFO] - Lr: 8.164e-03 | Epoch: [16][70/483] | Time 0.455 | Data 0.041 | Loss 0.1940 | IoU 0.527 [2021-03-11 13:11:18,960][root][INFO] - Lr: 8.161e-03 | Epoch: [16][80/483] | Time 0.454 | Data 0.040 | Loss 0.1938 | IoU 0.527 [2021-03-11 13:11:23,436][root][INFO] - Lr: 8.159e-03 | Epoch: [16][90/483] | Time 0.453 | Data 0.040 | Loss 0.1936 | IoU 0.527 [2021-03-11 13:11:27,920][root][INFO] - Lr: 8.157e-03 | Epoch: [16][100/483] | Time 0.453 | Data 0.039 | Loss 0.1934 | IoU 0.528 [2021-03-11 13:11:32,398][root][INFO] - Lr: 8.154e-03 | Epoch: [16][110/483] | Time 0.452 | Data 0.039 | Loss 0.1933 | IoU 0.528 [2021-03-11 13:11:36,877][root][INFO] - Lr: 8.152e-03 | Epoch: [16][120/483] | Time 0.452 | Data 0.038 | Loss 0.1931 | IoU 0.528 [2021-03-11 13:11:41,351][root][INFO] - Lr: 8.149e-03 | Epoch: [16][130/483] | Time 0.452 | Data 0.038 | Loss 0.1929 | IoU 0.528 [2021-03-11 13:11:45,828][root][INFO] - Lr: 8.147e-03 | Epoch: [16][140/483] | Time 0.451 | Data 0.038 | Loss 0.1927 | IoU 0.528 [2021-03-11 13:11:50,303][root][INFO] - Lr: 8.145e-03 | Epoch: [16][150/483] | Time 0.451 | Data 0.038 | Loss 0.1925 | IoU 0.528 [2021-03-11 13:11:54,785][root][INFO] - Lr: 8.142e-03 | Epoch: [16][160/483] | Time 0.451 | Data 0.037 | Loss 0.1923 | IoU 0.528 [2021-03-11 13:11:59,258][root][INFO] - Lr: 8.140e-03 | Epoch: [16][170/483] | Time 0.451 | Data 0.037 | Loss 0.1922 | IoU 0.528 [2021-03-11 13:12:03,734][root][INFO] - Lr: 8.137e-03 | Epoch: [16][180/483] | Time 0.450 | Data 0.037 | Loss 0.1920 | IoU 0.528 [2021-03-11 13:12:08,221][root][INFO] - Lr: 8.135e-03 | Epoch: [16][190/483] | Time 0.450 | Data 0.037 | Loss 0.1918 | IoU 0.528 [2021-03-11 13:12:12,717][root][INFO] - Lr: 8.133e-03 | Epoch: [16][200/483] | Time 0.450 | Data 0.037 | Loss 0.1916 | IoU 0.528 [2021-03-11 13:12:17,195][root][INFO] - Lr: 8.130e-03 | Epoch: [16][210/483] | Time 0.450 | Data 0.037 | Loss 0.1914 | IoU 0.529 [2021-03-11 13:12:21,676][root][INFO] - Lr: 8.128e-03 | Epoch: [16][220/483] | Time 0.450 | Data 0.036 | Loss 0.1913 | IoU 0.529 [2021-03-11 13:12:26,162][root][INFO] - Lr: 8.126e-03 | Epoch: [16][230/483] | Time 0.450 | Data 0.036 | Loss 0.1911 | IoU 0.529 [2021-03-11 13:12:30,642][root][INFO] - Lr: 8.123e-03 | Epoch: [16][240/483] | Time 0.450 | Data 0.036 | Loss 0.1909 | IoU 0.529 [2021-03-11 13:12:35,120][root][INFO] - Lr: 8.121e-03 | Epoch: [16][250/483] | Time 0.450 | Data 0.036 | Loss 0.1907 | IoU 0.529 [2021-03-11 13:12:39,603][root][INFO] - Lr: 8.118e-03 | Epoch: [16][260/483] | Time 0.450 | Data 0.036 | Loss 0.1905 | IoU 0.529 [2021-03-11 13:12:44,089][root][INFO] - Lr: 8.116e-03 | Epoch: [16][270/483] | Time 0.450 | Data 0.036 | Loss 0.1904 | IoU 0.529 [2021-03-11 13:12:48,575][root][INFO] - Lr: 8.114e-03 | Epoch: [16][280/483] | Time 0.450 | Data 0.036 | Loss 0.1902 | IoU 0.529 [2021-03-11 13:12:53,054][root][INFO] - Lr: 8.111e-03 | Epoch: [16][290/483] | Time 0.450 | Data 0.036 | Loss 0.1900 | IoU 0.529 [2021-03-11 13:12:57,542][root][INFO] - Lr: 8.109e-03 | Epoch: [16][300/483] | Time 0.450 | Data 0.036 | Loss 0.1898 | IoU 0.529 [2021-03-11 13:13:02,023][root][INFO] - Lr: 8.106e-03 | Epoch: [16][310/483] | Time 0.450 | Data 0.036 | Loss 0.1897 | IoU 0.529 [2021-03-11 13:13:06,507][root][INFO] - Lr: 8.104e-03 | Epoch: [16][320/483] | Time 0.450 | Data 0.036 | Loss 0.1895 | IoU 0.530 [2021-03-11 13:13:10,987][root][INFO] - Lr: 8.102e-03 | Epoch: [16][330/483] | Time 0.450 | Data 0.036 | Loss 0.1893 | IoU 0.530 [2021-03-11 13:13:15,464][root][INFO] - Lr: 8.099e-03 | Epoch: [16][340/483] | Time 0.449 | Data 0.036 | Loss 0.1891 | IoU 0.530 [2021-03-11 13:13:19,950][root][INFO] - Lr: 8.097e-03 | Epoch: [16][350/483] | Time 0.449 | Data 0.036 | Loss 0.1889 | IoU 0.530 [2021-03-11 13:13:24,433][root][INFO] - Lr: 8.095e-03 | Epoch: [16][360/483] | Time 0.449 | Data 0.036 | Loss 0.1888 | IoU 0.530 [2021-03-11 13:13:28,918][root][INFO] - Lr: 8.092e-03 | Epoch: [16][370/483] | Time 0.449 | Data 0.036 | Loss 0.1886 | IoU 0.530 [2021-03-11 13:13:33,406][root][INFO] - Lr: 8.090e-03 | Epoch: [16][380/483] | Time 0.449 | Data 0.036 | Loss 0.1884 | IoU 0.530 [2021-03-11 13:13:37,889][root][INFO] - Lr: 8.087e-03 | Epoch: [16][390/483] | Time 0.449 | Data 0.036 | Loss 0.1882 | IoU 0.530 [2021-03-11 13:13:42,373][root][INFO] - Lr: 8.085e-03 | Epoch: [16][400/483] | Time 0.449 | Data 0.036 | Loss 0.1881 | IoU 0.530 [2021-03-11 13:13:46,847][root][INFO] - Lr: 8.083e-03 | Epoch: [16][410/483] | Time 0.449 | Data 0.035 | Loss 0.1879 | IoU 0.530 [2021-03-11 13:13:51,341][root][INFO] - Lr: 8.080e-03 | Epoch: [16][420/483] | Time 0.449 | Data 0.035 | Loss 0.1877 | IoU 0.531 [2021-03-11 13:13:55,819][root][INFO] - Lr: 8.078e-03 | Epoch: [16][430/483] | Time 0.449 | Data 0.035 | Loss 0.1875 | IoU 0.531 [2021-03-11 13:14:00,305][root][INFO] - Lr: 8.075e-03 | Epoch: [16][440/483] | Time 0.449 | Data 0.035 | Loss 0.1874 | IoU 0.531 [2021-03-11 13:14:04,791][root][INFO] - Lr: 8.073e-03 | Epoch: [16][450/483] | Time 0.449 | Data 0.035 | Loss 0.1872 | IoU 0.531 [2021-03-11 13:14:09,278][root][INFO] - Lr: 8.071e-03 | Epoch: [16][460/483] | Time 0.449 | Data 0.035 | Loss 0.1870 | IoU 0.531 [2021-03-11 13:14:13,763][root][INFO] - Lr: 8.068e-03 | Epoch: [16][470/483] | Time 0.449 | Data 0.035 | Loss 0.1868 | IoU 0.531 [2021-03-11 13:14:18,241][root][INFO] - Lr: 8.066e-03 | Epoch: [16][480/483] | Time 0.449 | Data 0.035 | Loss 0.1867 | IoU 0.531 [2021-03-11 13:14:20,155][root][INFO] - Lr: 8.065e-03 | Epoch: [17][0/483] | Time 0.957 | Data 0.519 | Loss 0.1866 | IoU 0.531 [2021-03-11 13:14:24,633][root][INFO] - Lr: 8.063e-03 | Epoch: [17][10/483] | Time 0.494 | Data 0.078 | Loss 0.1864 | IoU 0.531 [2021-03-11 13:14:29,112][root][INFO] - Lr: 8.060e-03 | Epoch: [17][20/483] | Time 0.472 | Data 0.057 | Loss 0.1863 | IoU 0.531 [2021-03-11 13:14:33,592][root][INFO] - Lr: 8.058e-03 | Epoch: [17][30/483] | Time 0.464 | Data 0.050 | Loss 0.1861 | IoU 0.531 [2021-03-11 13:14:38,088][root][INFO] - Lr: 8.056e-03 | Epoch: [17][40/483] | Time 0.461 | Data 0.046 | Loss 0.1859 | IoU 0.531 [2021-03-11 13:14:44,024][root][INFO] - Lr: 8.053e-03 | Epoch: [17][50/483] | Time 0.487 | Data 0.045 | Loss 0.1858 | IoU 0.532 [2021-03-11 13:14:48,505][root][INFO] - Lr: 8.051e-03 | Epoch: [17][60/483] | Time 0.480 | Data 0.043 | Loss 0.1856 | IoU 0.532 [2021-03-11 13:14:52,987][root][INFO] - Lr: 8.049e-03 | Epoch: [17][70/483] | Time 0.476 | Data 0.042 | Loss 0.1854 | IoU 0.532 [2021-03-11 13:14:57,471][root][INFO] - Lr: 8.046e-03 | Epoch: [17][80/483] | Time 0.473 | Data 0.041 | Loss 0.1853 | IoU 0.532 [2021-03-11 13:15:01,960][root][INFO] - Lr: 8.044e-03 | Epoch: [17][90/483] | Time 0.470 | Data 0.040 | Loss 0.1851 | IoU 0.532 [2021-03-11 13:15:06,446][root][INFO] - Lr: 8.041e-03 | Epoch: [17][100/483] | Time 0.468 | Data 0.040 | Loss 0.1849 | IoU 0.532 [2021-03-11 13:15:10,940][root][INFO] - Lr: 8.039e-03 | Epoch: [17][110/483] | Time 0.466 | Data 0.039 | Loss 0.1848 | IoU 0.532 [2021-03-11 13:15:15,422][root][INFO] - Lr: 8.037e-03 | Epoch: [17][120/483] | Time 0.465 | Data 0.039 | Loss 0.1846 | IoU 0.532 [2021-03-11 13:15:19,901][root][INFO] - Lr: 8.034e-03 | Epoch: [17][130/483] | Time 0.463 | Data 0.038 | Loss 0.1844 | IoU 0.532 [2021-03-11 13:15:24,372][root][INFO] - Lr: 8.032e-03 | Epoch: [17][140/483] | Time 0.462 | Data 0.038 | Loss 0.1843 | IoU 0.532 [2021-03-11 13:15:28,840][root][INFO] - Lr: 8.029e-03 | Epoch: [17][150/483] | Time 0.461 | Data 0.038 | Loss 0.1841 | IoU 0.532 [2021-03-11 13:15:33,316][root][INFO] - Lr: 8.027e-03 | Epoch: [17][160/483] | Time 0.460 | Data 0.038 | Loss 0.1839 | IoU 0.532 [2021-03-11 13:15:37,811][root][INFO] - Lr: 8.025e-03 | Epoch: [17][170/483] | Time 0.460 | Data 0.037 | Loss 0.1838 | IoU 0.533 [2021-03-11 13:15:42,297][root][INFO] - Lr: 8.022e-03 | Epoch: [17][180/483] | Time 0.459 | Data 0.037 | Loss 0.1836 | IoU 0.533 [2021-03-11 13:15:46,767][root][INFO] - Lr: 8.020e-03 | Epoch: [17][190/483] | Time 0.458 | Data 0.037 | Loss 0.1835 | IoU 0.533 [2021-03-11 13:15:51,246][root][INFO] - Lr: 8.017e-03 | Epoch: [17][200/483] | Time 0.458 | Data 0.037 | Loss 0.1833 | IoU 0.533 [2021-03-11 13:15:55,725][root][INFO] - Lr: 8.015e-03 | Epoch: [17][210/483] | Time 0.457 | Data 0.037 | Loss 0.1831 | IoU 0.533 [2021-03-11 13:16:00,207][root][INFO] - Lr: 8.013e-03 | Epoch: [17][220/483] | Time 0.457 | Data 0.037 | Loss 0.1830 | IoU 0.533 [2021-03-11 13:16:04,691][root][INFO] - Lr: 8.010e-03 | Epoch: [17][230/483] | Time 0.457 | Data 0.037 | Loss 0.1828 | IoU 0.533 [2021-03-11 13:16:09,182][root][INFO] - Lr: 8.008e-03 | Epoch: [17][240/483] | Time 0.456 | Data 0.037 | Loss 0.1826 | IoU 0.533 [2021-03-11 13:16:13,668][root][INFO] - Lr: 8.006e-03 | Epoch: [17][250/483] | Time 0.456 | Data 0.036 | Loss 0.1825 | IoU 0.533 [2021-03-11 13:16:18,148][root][INFO] - Lr: 8.003e-03 | Epoch: [17][260/483] | Time 0.456 | Data 0.036 | Loss 0.1823 | IoU 0.533 [2021-03-11 13:16:22,628][root][INFO] - Lr: 8.001e-03 | Epoch: [17][270/483] | Time 0.455 | Data 0.036 | Loss 0.1822 | IoU 0.534 [2021-03-11 13:16:27,114][root][INFO] - Lr: 7.998e-03 | Epoch: [17][280/483] | Time 0.455 | Data 0.036 | Loss 0.1820 | IoU 0.534 [2021-03-11 13:16:31,598][root][INFO] - Lr: 7.996e-03 | Epoch: [17][290/483] | Time 0.455 | Data 0.036 | Loss 0.1818 | IoU 0.534 [2021-03-11 13:16:36,087][root][INFO] - Lr: 7.994e-03 | Epoch: [17][300/483] | Time 0.455 | Data 0.036 | Loss 0.1817 | IoU 0.534 [2021-03-11 13:16:40,572][root][INFO] - Lr: 7.991e-03 | Epoch: [17][310/483] | Time 0.455 | Data 0.036 | Loss 0.1815 | IoU 0.534 [2021-03-11 13:16:45,048][root][INFO] - Lr: 7.989e-03 | Epoch: [17][320/483] | Time 0.454 | Data 0.036 | Loss 0.1814 | IoU 0.534 [2021-03-11 13:16:49,527][root][INFO] - Lr: 7.986e-03 | Epoch: [17][330/483] | Time 0.454 | Data 0.036 | Loss 0.1812 | IoU 0.534 [2021-03-11 13:16:54,018][root][INFO] - Lr: 7.984e-03 | Epoch: [17][340/483] | Time 0.454 | Data 0.036 | Loss 0.1810 | IoU 0.534 [2021-03-11 13:16:58,495][root][INFO] - Lr: 7.982e-03 | Epoch: [17][350/483] | Time 0.454 | Data 0.036 | Loss 0.1809 | IoU 0.534 [2021-03-11 13:17:02,979][root][INFO] - Lr: 7.979e-03 | Epoch: [17][360/483] | Time 0.454 | Data 0.036 | Loss 0.1807 | IoU 0.534 [2021-03-11 13:17:07,475][root][INFO] - Lr: 7.977e-03 | Epoch: [17][370/483] | Time 0.454 | Data 0.036 | Loss 0.1806 | IoU 0.534 [2021-03-11 13:17:11,960][root][INFO] - Lr: 7.975e-03 | Epoch: [17][380/483] | Time 0.453 | Data 0.036 | Loss 0.1804 | IoU 0.535 [2021-03-11 13:17:16,445][root][INFO] - Lr: 7.972e-03 | Epoch: [17][390/483] | Time 0.453 | Data 0.036 | Loss 0.1802 | IoU 0.535 [2021-03-11 13:17:20,941][root][INFO] - Lr: 7.970e-03 | Epoch: [17][400/483] | Time 0.453 | Data 0.036 | Loss 0.1801 | IoU 0.535 [2021-03-11 13:17:25,417][root][INFO] - Lr: 7.967e-03 | Epoch: [17][410/483] | Time 0.453 | Data 0.036 | Loss 0.1799 | IoU 0.535 [2021-03-11 13:17:29,902][root][INFO] - Lr: 7.965e-03 | Epoch: [17][420/483] | Time 0.453 | Data 0.036 | Loss 0.1798 | IoU 0.535 [2021-03-11 13:17:34,379][root][INFO] - Lr: 7.963e-03 | Epoch: [17][430/483] | Time 0.453 | Data 0.036 | Loss 0.1796 | IoU 0.535 [2021-03-11 13:17:38,853][root][INFO] - Lr: 7.960e-03 | Epoch: [17][440/483] | Time 0.453 | Data 0.036 | Loss 0.1795 | IoU 0.535 [2021-03-11 13:17:43,341][root][INFO] - Lr: 7.958e-03 | Epoch: [17][450/483] | Time 0.453 | Data 0.035 | Loss 0.1793 | IoU 0.535 [2021-03-11 13:17:47,824][root][INFO] - Lr: 7.955e-03 | Epoch: [17][460/483] | Time 0.453 | Data 0.035 | Loss 0.1792 | IoU 0.535 [2021-03-11 13:17:52,317][root][INFO] - Lr: 7.953e-03 | Epoch: [17][470/483] | Time 0.452 | Data 0.035 | Loss 0.1790 | IoU 0.535 [2021-03-11 13:17:56,811][root][INFO] - Lr: 7.951e-03 | Epoch: [17][480/483] | Time 0.452 | Data 0.035 | Loss 0.1788 | IoU 0.535 [2021-03-11 13:17:58,714][root][INFO] - Lr: 7.950e-03 | Epoch: [18][0/483] | Time 0.933 | Data 0.503 | Loss 0.1788 | IoU 0.535 [2021-03-11 13:18:03,201][root][INFO] - Lr: 7.948e-03 | Epoch: [18][10/483] | Time 0.493 | Data 0.077 | Loss 0.1786 | IoU 0.535 [2021-03-11 13:18:07,688][root][INFO] - Lr: 7.945e-03 | Epoch: [18][20/483] | Time 0.472 | Data 0.057 | Loss 0.1785 | IoU 0.535 [2021-03-11 13:18:12,172][root][INFO] - Lr: 7.943e-03 | Epoch: [18][30/483] | Time 0.464 | Data 0.049 | Loss 0.1783 | IoU 0.535 [2021-03-11 13:18:16,658][root][INFO] - Lr: 7.940e-03 | Epoch: [18][40/483] | Time 0.460 | Data 0.046 | Loss 0.1782 | IoU 0.535 [2021-03-11 13:18:21,135][root][INFO] - Lr: 7.938e-03 | Epoch: [18][50/483] | Time 0.458 | Data 0.043 | Loss 0.1780 | IoU 0.536 [2021-03-11 13:18:25,614][root][INFO] - Lr: 7.936e-03 | Epoch: [18][60/483] | Time 0.456 | Data 0.042 | Loss 0.1779 | IoU 0.536 [2021-03-11 13:18:30,099][root][INFO] - Lr: 7.933e-03 | Epoch: [18][70/483] | Time 0.455 | Data 0.041 | Loss 0.1777 | IoU 0.536 [2021-03-11 13:18:34,580][root][INFO] - Lr: 7.931e-03 | Epoch: [18][80/483] | Time 0.454 | Data 0.040 | Loss 0.1776 | IoU 0.536 [2021-03-11 13:18:39,069][root][INFO] - Lr: 7.928e-03 | Epoch: [18][90/483] | Time 0.454 | Data 0.039 | Loss 0.1774 | IoU 0.536 [2021-03-11 13:18:43,543][root][INFO] - Lr: 7.926e-03 | Epoch: [18][100/483] | Time 0.453 | Data 0.039 | Loss 0.1773 | IoU 0.536 [2021-03-11 13:18:48,026][root][INFO] - Lr: 7.924e-03 | Epoch: [18][110/483] | Time 0.453 | Data 0.038 | Loss 0.1771 | IoU 0.536 [2021-03-11 13:18:52,506][root][INFO] - Lr: 7.921e-03 | Epoch: [18][120/483] | Time 0.452 | Data 0.038 | Loss 0.1770 | IoU 0.536 [2021-03-11 13:18:56,990][root][INFO] - Lr: 7.919e-03 | Epoch: [18][130/483] | Time 0.452 | Data 0.038 | Loss 0.1768 | IoU 0.536 [2021-03-11 13:19:01,474][root][INFO] - Lr: 7.916e-03 | Epoch: [18][140/483] | Time 0.452 | Data 0.038 | Loss 0.1767 | IoU 0.536 [2021-03-11 13:19:05,950][root][INFO] - Lr: 7.914e-03 | Epoch: [18][150/483] | Time 0.451 | Data 0.037 | Loss 0.1765 | IoU 0.536 [2021-03-11 13:19:10,432][root][INFO] - Lr: 7.912e-03 | Epoch: [18][160/483] | Time 0.451 | Data 0.037 | Loss 0.1764 | IoU 0.536 [2021-03-11 13:19:14,916][root][INFO] - Lr: 7.909e-03 | Epoch: [18][170/483] | Time 0.451 | Data 0.037 | Loss 0.1762 | IoU 0.536 [2021-03-11 13:19:19,399][root][INFO] - Lr: 7.907e-03 | Epoch: [18][180/483] | Time 0.451 | Data 0.037 | Loss 0.1761 | IoU 0.536 [2021-03-11 13:19:23,876][root][INFO] - Lr: 7.904e-03 | Epoch: [18][190/483] | Time 0.451 | Data 0.037 | Loss 0.1759 | IoU 0.537 [2021-03-11 13:19:28,360][root][INFO] - Lr: 7.902e-03 | Epoch: [18][200/483] | Time 0.451 | Data 0.037 | Loss 0.1758 | IoU 0.537 [2021-03-11 13:19:32,847][root][INFO] - Lr: 7.900e-03 | Epoch: [18][210/483] | Time 0.451 | Data 0.036 | Loss 0.1756 | IoU 0.537 [2021-03-11 13:19:37,324][root][INFO] - Lr: 7.897e-03 | Epoch: [18][220/483] | Time 0.450 | Data 0.036 | Loss 0.1755 | IoU 0.537 [2021-03-11 13:19:41,799][root][INFO] - Lr: 7.895e-03 | Epoch: [18][230/483] | Time 0.450 | Data 0.036 | Loss 0.1753 | IoU 0.537 [2021-03-11 13:19:46,284][root][INFO] - Lr: 7.893e-03 | Epoch: [18][240/483] | Time 0.450 | Data 0.036 | Loss 0.1752 | IoU 0.537 [2021-03-11 13:19:50,776][root][INFO] - Lr: 7.890e-03 | Epoch: [18][250/483] | Time 0.450 | Data 0.036 | Loss 0.1750 | IoU 0.537 [2021-03-11 13:19:55,253][root][INFO] - Lr: 7.888e-03 | Epoch: [18][260/483] | Time 0.450 | Data 0.036 | Loss 0.1749 | IoU 0.537 [2021-03-11 13:19:59,733][root][INFO] - Lr: 7.885e-03 | Epoch: [18][270/483] | Time 0.450 | Data 0.036 | Loss 0.1747 | IoU 0.537 [2021-03-11 13:20:04,215][root][INFO] - Lr: 7.883e-03 | Epoch: [18][280/483] | Time 0.450 | Data 0.036 | Loss 0.1746 | IoU 0.537 [2021-03-11 13:20:08,706][root][INFO] - Lr: 7.881e-03 | Epoch: [18][290/483] | Time 0.450 | Data 0.036 | Loss 0.1744 | IoU 0.537 [2021-03-11 13:20:13,188][root][INFO] - Lr: 7.878e-03 | Epoch: [18][300/483] | Time 0.450 | Data 0.036 | Loss 0.1743 | IoU 0.537 [2021-03-11 13:20:17,678][root][INFO] - Lr: 7.876e-03 | Epoch: [18][310/483] | Time 0.450 | Data 0.036 | Loss 0.1741 | IoU 0.537 [2021-03-11 13:20:22,157][root][INFO] - Lr: 7.873e-03 | Epoch: [18][320/483] | Time 0.450 | Data 0.036 | Loss 0.1740 | IoU 0.538 [2021-03-11 13:20:26,644][root][INFO] - Lr: 7.871e-03 | Epoch: [18][330/483] | Time 0.450 | Data 0.036 | Loss 0.1739 | IoU 0.538 [2021-03-11 13:20:31,129][root][INFO] - Lr: 7.869e-03 | Epoch: [18][340/483] | Time 0.450 | Data 0.036 | Loss 0.1737 | IoU 0.538 [2021-03-11 13:20:35,620][root][INFO] - Lr: 7.866e-03 | Epoch: [18][350/483] | Time 0.450 | Data 0.036 | Loss 0.1736 | IoU 0.538 [2021-03-11 13:20:40,112][root][INFO] - Lr: 7.864e-03 | Epoch: [18][360/483] | Time 0.450 | Data 0.036 | Loss 0.1734 | IoU 0.538 [2021-03-11 13:20:44,601][root][INFO] - Lr: 7.861e-03 | Epoch: [18][370/483] | Time 0.450 | Data 0.036 | Loss 0.1733 | IoU 0.538 [2021-03-11 13:20:49,083][root][INFO] - Lr: 7.859e-03 | Epoch: [18][380/483] | Time 0.450 | Data 0.036 | Loss 0.1731 | IoU 0.538 [2021-03-11 13:20:53,562][root][INFO] - Lr: 7.857e-03 | Epoch: [18][390/483] | Time 0.450 | Data 0.035 | Loss 0.1730 | IoU 0.538 [2021-03-11 13:20:58,051][root][INFO] - Lr: 7.854e-03 | Epoch: [18][400/483] | Time 0.450 | Data 0.035 | Loss 0.1729 | IoU 0.538 [2021-03-11 13:21:02,531][root][INFO] - Lr: 7.852e-03 | Epoch: [18][410/483] | Time 0.450 | Data 0.035 | Loss 0.1727 | IoU 0.538 [2021-03-11 13:21:07,025][root][INFO] - Lr: 7.849e-03 | Epoch: [18][420/483] | Time 0.450 | Data 0.035 | Loss 0.1726 | IoU 0.538 [2021-03-11 13:21:11,512][root][INFO] - Lr: 7.847e-03 | Epoch: [18][430/483] | Time 0.449 | Data 0.035 | Loss 0.1724 | IoU 0.538 [2021-03-11 13:21:15,988][root][INFO] - Lr: 7.845e-03 | Epoch: [18][440/483] | Time 0.449 | Data 0.035 | Loss 0.1723 | IoU 0.539 [2021-03-11 13:21:20,474][root][INFO] - Lr: 7.842e-03 | Epoch: [18][450/483] | Time 0.449 | Data 0.035 | Loss 0.1721 | IoU 0.539 [2021-03-11 13:21:24,973][root][INFO] - Lr: 7.840e-03 | Epoch: [18][460/483] | Time 0.449 | Data 0.035 | Loss 0.1720 | IoU 0.539 [2021-03-11 13:21:29,457][root][INFO] - Lr: 7.838e-03 | Epoch: [18][470/483] | Time 0.449 | Data 0.035 | Loss 0.1719 | IoU 0.539 [2021-03-11 13:21:33,935][root][INFO] - Lr: 7.835e-03 | Epoch: [18][480/483] | Time 0.449 | Data 0.035 | Loss 0.1717 | IoU 0.539 [2021-03-11 13:21:35,859][root][INFO] - Lr: 7.834e-03 | Epoch: [19][0/483] | Time 0.967 | Data 0.507 | Loss 0.1717 | IoU 0.539 [2021-03-11 13:21:40,336][root][INFO] - Lr: 7.832e-03 | Epoch: [19][10/483] | Time 0.495 | Data 0.077 | Loss 0.1715 | IoU 0.539 [2021-03-11 13:21:44,821][root][INFO] - Lr: 7.830e-03 | Epoch: [19][20/483] | Time 0.473 | Data 0.057 | Loss 0.1714 | IoU 0.539 [2021-03-11 13:21:49,305][root][INFO] - Lr: 7.827e-03 | Epoch: [19][30/483] | Time 0.465 | Data 0.049 | Loss 0.1713 | IoU 0.539 [2021-03-11 13:21:53,794][root][INFO] - Lr: 7.825e-03 | Epoch: [19][40/483] | Time 0.461 | Data 0.046 | Loss 0.1711 | IoU 0.539 [2021-03-11 13:21:58,279][root][INFO] - Lr: 7.822e-03 | Epoch: [19][50/483] | Time 0.459 | Data 0.044 | Loss 0.1710 | IoU 0.539 [2021-03-11 13:22:02,753][root][INFO] - Lr: 7.820e-03 | Epoch: [19][60/483] | Time 0.457 | Data 0.042 | Loss 0.1709 | IoU 0.539 [2021-03-11 13:22:07,232][root][INFO] - Lr: 7.818e-03 | Epoch: [19][70/483] | Time 0.455 | Data 0.041 | Loss 0.1707 | IoU 0.539 [2021-03-11 13:22:11,703][root][INFO] - Lr: 7.815e-03 | Epoch: [19][80/483] | Time 0.454 | Data 0.040 | Loss 0.1706 | IoU 0.540 [2021-03-11 13:22:16,179][root][INFO] - Lr: 7.813e-03 | Epoch: [19][90/483] | Time 0.454 | Data 0.039 | Loss 0.1704 | IoU 0.540 [2021-03-11 13:22:20,670][root][INFO] - Lr: 7.810e-03 | Epoch: [19][100/483] | Time 0.453 | Data 0.039 | Loss 0.1703 | IoU 0.540 [2021-03-11 13:22:25,153][root][INFO] - Lr: 7.808e-03 | Epoch: [19][110/483] | Time 0.453 | Data 0.039 | Loss 0.1702 | IoU 0.540 [2021-03-11 13:22:29,638][root][INFO] - Lr: 7.806e-03 | Epoch: [19][120/483] | Time 0.452 | Data 0.038 | Loss 0.1700 | IoU 0.540 [2021-03-11 13:22:34,131][root][INFO] - Lr: 7.803e-03 | Epoch: [19][130/483] | Time 0.452 | Data 0.038 | Loss 0.1699 | IoU 0.540 [2021-03-11 13:22:38,614][root][INFO] - Lr: 7.801e-03 | Epoch: [19][140/483] | Time 0.452 | Data 0.038 | Loss 0.1697 | IoU 0.540 [2021-03-11 13:22:43,091][root][INFO] - Lr: 7.798e-03 | Epoch: [19][150/483] | Time 0.452 | Data 0.037 | Loss 0.1696 | IoU 0.540 [2021-03-11 13:22:47,584][root][INFO] - Lr: 7.796e-03 | Epoch: [19][160/483] | Time 0.452 | Data 0.037 | Loss 0.1695 | IoU 0.540 [2021-03-11 13:22:52,072][root][INFO] - Lr: 7.794e-03 | Epoch: [19][170/483] | Time 0.451 | Data 0.037 | Loss 0.1693 | IoU 0.540 [2021-03-11 13:22:56,561][root][INFO] - Lr: 7.791e-03 | Epoch: [19][180/483] | Time 0.451 | Data 0.037 | Loss 0.1692 | IoU 0.540 [2021-03-11 13:23:01,052][root][INFO] - Lr: 7.789e-03 | Epoch: [19][190/483] | Time 0.451 | Data 0.037 | Loss 0.1691 | IoU 0.540 [2021-03-11 13:23:05,521][root][INFO] - Lr: 7.787e-03 | Epoch: [19][200/483] | Time 0.451 | Data 0.037 | Loss 0.1689 | IoU 0.540 [2021-03-11 13:23:09,999][root][INFO] - Lr: 7.784e-03 | Epoch: [19][210/483] | Time 0.451 | Data 0.037 | Loss 0.1688 | IoU 0.540 [2021-03-11 13:23:14,470][root][INFO] - Lr: 7.782e-03 | Epoch: [19][220/483] | Time 0.451 | Data 0.036 | Loss 0.1686 | IoU 0.540 [2021-03-11 13:23:18,948][root][INFO] - Lr: 7.779e-03 | Epoch: [19][230/483] | Time 0.450 | Data 0.036 | Loss 0.1685 | IoU 0.540 [2021-03-11 13:23:23,427][root][INFO] - Lr: 7.777e-03 | Epoch: [19][240/483] | Time 0.450 | Data 0.036 | Loss 0.1684 | IoU 0.541 [2021-03-11 13:23:27,915][root][INFO] - Lr: 7.775e-03 | Epoch: [19][250/483] | Time 0.450 | Data 0.036 | Loss 0.1682 | IoU 0.541 [2021-03-11 13:23:32,391][root][INFO] - Lr: 7.772e-03 | Epoch: [19][260/483] | Time 0.450 | Data 0.036 | Loss 0.1681 | IoU 0.541 [2021-03-11 13:23:36,881][root][INFO] - Lr: 7.770e-03 | Epoch: [19][270/483] | Time 0.450 | Data 0.036 | Loss 0.1680 | IoU 0.541 [2021-03-11 13:23:41,355][root][INFO] - Lr: 7.767e-03 | Epoch: [19][280/483] | Time 0.450 | Data 0.036 | Loss 0.1678 | IoU 0.541 [2021-03-11 13:23:45,833][root][INFO] - Lr: 7.765e-03 | Epoch: [19][290/483] | Time 0.450 | Data 0.036 | Loss 0.1677 | IoU 0.541 [2021-03-11 13:23:50,318][root][INFO] - Lr: 7.763e-03 | Epoch: [19][300/483] | Time 0.450 | Data 0.036 | Loss 0.1676 | IoU 0.541 [2021-03-11 13:23:54,803][root][INFO] - Lr: 7.760e-03 | Epoch: [19][310/483] | Time 0.450 | Data 0.036 | Loss 0.1675 | IoU 0.541 [2021-03-11 13:23:59,281][root][INFO] - Lr: 7.758e-03 | Epoch: [19][320/483] | Time 0.450 | Data 0.036 | Loss 0.1673 | IoU 0.541 [2021-03-11 13:24:03,768][root][INFO] - Lr: 7.755e-03 | Epoch: [19][330/483] | Time 0.450 | Data 0.036 | Loss 0.1672 | IoU 0.541 [2021-03-11 13:24:08,256][root][INFO] - Lr: 7.753e-03 | Epoch: [19][340/483] | Time 0.450 | Data 0.036 | Loss 0.1671 | IoU 0.541 [2021-03-11 13:24:12,749][root][INFO] - Lr: 7.751e-03 | Epoch: [19][350/483] | Time 0.450 | Data 0.036 | Loss 0.1669 | IoU 0.541 [2021-03-11 13:24:17,232][root][INFO] - Lr: 7.748e-03 | Epoch: [19][360/483] | Time 0.450 | Data 0.036 | Loss 0.1668 | IoU 0.541 [2021-03-11 13:24:21,711][root][INFO] - Lr: 7.746e-03 | Epoch: [19][370/483] | Time 0.450 | Data 0.036 | Loss 0.1667 | IoU 0.541 [2021-03-11 13:24:26,187][root][INFO] - Lr: 7.743e-03 | Epoch: [19][380/483] | Time 0.450 | Data 0.035 | Loss 0.1665 | IoU 0.541 [2021-03-11 13:24:30,675][root][INFO] - Lr: 7.741e-03 | Epoch: [19][390/483] | Time 0.450 | Data 0.035 | Loss 0.1664 | IoU 0.541 [2021-03-11 13:24:35,162][root][INFO] - Lr: 7.739e-03 | Epoch: [19][400/483] | Time 0.450 | Data 0.035 | Loss 0.1663 | IoU 0.542 [2021-03-11 13:24:39,654][root][INFO] - Lr: 7.736e-03 | Epoch: [19][410/483] | Time 0.450 | Data 0.035 | Loss 0.1662 | IoU 0.542 [2021-03-11 13:24:44,123][root][INFO] - Lr: 7.734e-03 | Epoch: [19][420/483] | Time 0.449 | Data 0.035 | Loss 0.1660 | IoU 0.542 [2021-03-11 13:24:48,599][root][INFO] - Lr: 7.731e-03 | Epoch: [19][430/483] | Time 0.449 | Data 0.035 | Loss 0.1659 | IoU 0.542 [2021-03-11 13:24:53,078][root][INFO] - Lr: 7.729e-03 | Epoch: [19][440/483] | Time 0.449 | Data 0.035 | Loss 0.1658 | IoU 0.542 [2021-03-11 13:24:57,557][root][INFO] - Lr: 7.727e-03 | Epoch: [19][450/483] | Time 0.449 | Data 0.035 | Loss 0.1657 | IoU 0.542 [2021-03-11 13:25:02,050][root][INFO] - Lr: 7.724e-03 | Epoch: [19][460/483] | Time 0.449 | Data 0.035 | Loss 0.1655 | IoU 0.542 [2021-03-11 13:25:06,533][root][INFO] - Lr: 7.722e-03 | Epoch: [19][470/483] | Time 0.449 | Data 0.035 | Loss 0.1654 | IoU 0.542 [2021-03-11 13:25:11,022][root][INFO] - Lr: 7.719e-03 | Epoch: [19][480/483] | Time 0.449 | Data 0.035 | Loss 0.1653 | IoU 0.542 [2021-03-11 13:25:12,940][root][INFO] - Lr: 7.719e-03 | Epoch: [20][0/483] | Time 0.938 | Data 0.493 | Loss 0.1652 | IoU 0.542 [2021-03-11 13:25:17,424][root][INFO] - Lr: 7.716e-03 | Epoch: [20][10/483] | Time 0.493 | Data 0.076 | Loss 0.1651 | IoU 0.542 [2021-03-11 13:25:21,903][root][INFO] - Lr: 7.714e-03 | Epoch: [20][20/483] | Time 0.471 | Data 0.056 | Loss 0.1650 | IoU 0.542 [2021-03-11 13:25:26,379][root][INFO] - Lr: 7.712e-03 | Epoch: [20][30/483] | Time 0.464 | Data 0.049 | Loss 0.1648 | IoU 0.542 [2021-03-11 13:25:30,860][root][INFO] - Lr: 7.709e-03 | Epoch: [20][40/483] | Time 0.460 | Data 0.045 | Loss 0.1647 | IoU 0.542 [2021-03-11 13:25:35,352][root][INFO] - Lr: 7.707e-03 | Epoch: [20][50/483] | Time 0.458 | Data 0.043 | Loss 0.1646 | IoU 0.543 [2021-03-11 13:25:39,825][root][INFO] - Lr: 7.704e-03 | Epoch: [20][60/483] | Time 0.456 | Data 0.042 | Loss 0.1645 | IoU 0.543 [2021-03-11 13:25:44,300][root][INFO] - Lr: 7.702e-03 | Epoch: [20][70/483] | Time 0.455 | Data 0.041 | Loss 0.1643 | IoU 0.543 [2021-03-11 13:25:48,787][root][INFO] - Lr: 7.700e-03 | Epoch: [20][80/483] | Time 0.454 | Data 0.040 | Loss 0.1642 | IoU 0.543 [2021-03-11 13:25:53,272][root][INFO] - Lr: 7.697e-03 | Epoch: [20][90/483] | Time 0.454 | Data 0.039 | Loss 0.1641 | IoU 0.543 [2021-03-11 13:25:57,768][root][INFO] - Lr: 7.695e-03 | Epoch: [20][100/483] | Time 0.453 | Data 0.039 | Loss 0.1640 | IoU 0.543 [2021-03-11 13:26:02,245][root][INFO] - Lr: 7.692e-03 | Epoch: [20][110/483] | Time 0.453 | Data 0.038 | Loss 0.1638 | IoU 0.543 [2021-03-11 13:26:06,729][root][INFO] - Lr: 7.690e-03 | Epoch: [20][120/483] | Time 0.452 | Data 0.038 | Loss 0.1637 | IoU 0.543 [2021-03-11 13:26:11,218][root][INFO] - Lr: 7.688e-03 | Epoch: [20][130/483] | Time 0.452 | Data 0.038 | Loss 0.1636 | IoU 0.543 [2021-03-11 13:26:15,721][root][INFO] - Lr: 7.685e-03 | Epoch: [20][140/483] | Time 0.452 | Data 0.037 | Loss 0.1635 | IoU 0.543 [2021-03-11 13:26:20,208][root][INFO] - Lr: 7.683e-03 | Epoch: [20][150/483] | Time 0.452 | Data 0.037 | Loss 0.1633 | IoU 0.543 [2021-03-11 13:26:24,685][root][INFO] - Lr: 7.680e-03 | Epoch: [20][160/483] | Time 0.451 | Data 0.037 | Loss 0.1632 | IoU 0.543 [2021-03-11 13:26:29,163][root][INFO] - Lr: 7.678e-03 | Epoch: [20][170/483] | Time 0.451 | Data 0.037 | Loss 0.1631 | IoU 0.543 [2021-03-11 13:26:33,653][root][INFO] - Lr: 7.676e-03 | Epoch: [20][180/483] | Time 0.451 | Data 0.037 | Loss 0.1630 | IoU 0.543 [2021-03-11 13:26:38,142][root][INFO] - Lr: 7.673e-03 | Epoch: [20][190/483] | Time 0.451 | Data 0.037 | Loss 0.1628 | IoU 0.543 [2021-03-11 13:26:42,624][root][INFO] - Lr: 7.671e-03 | Epoch: [20][200/483] | Time 0.451 | Data 0.037 | Loss 0.1627 | IoU 0.543 [2021-03-11 13:26:47,113][root][INFO] - Lr: 7.668e-03 | Epoch: [20][210/483] | Time 0.451 | Data 0.036 | Loss 0.1626 | IoU 0.543 [2021-03-11 13:26:51,602][root][INFO] - Lr: 7.666e-03 | Epoch: [20][220/483] | Time 0.451 | Data 0.036 | Loss 0.1625 | IoU 0.543 [2021-03-11 13:26:56,092][root][INFO] - Lr: 7.664e-03 | Epoch: [20][230/483] | Time 0.451 | Data 0.036 | Loss 0.1623 | IoU 0.543 [2021-03-11 13:27:00,574][root][INFO] - Lr: 7.661e-03 | Epoch: [20][240/483] | Time 0.451 | Data 0.036 | Loss 0.1622 | IoU 0.544 [2021-03-11 13:27:05,050][root][INFO] - Lr: 7.659e-03 | Epoch: [20][250/483] | Time 0.450 | Data 0.036 | Loss 0.1621 | IoU 0.544 [2021-03-11 13:27:09,538][root][INFO] - Lr: 7.656e-03 | Epoch: [20][260/483] | Time 0.450 | Data 0.036 | Loss 0.1620 | IoU 0.544 [2021-03-11 13:27:14,019][root][INFO] - Lr: 7.654e-03 | Epoch: [20][270/483] | Time 0.450 | Data 0.036 | Loss 0.1619 | IoU 0.544 [2021-03-11 13:27:18,500][root][INFO] - Lr: 7.652e-03 | Epoch: [20][280/483] | Time 0.450 | Data 0.036 | Loss 0.1617 | IoU 0.544 [2021-03-11 13:27:22,999][root][INFO] - Lr: 7.649e-03 | Epoch: [20][290/483] | Time 0.450 | Data 0.036 | Loss 0.1616 | IoU 0.544 [2021-03-11 13:27:27,491][root][INFO] - Lr: 7.647e-03 | Epoch: [20][300/483] | Time 0.450 | Data 0.036 | Loss 0.1615 | IoU 0.544 [2021-03-11 13:27:31,976][root][INFO] - Lr: 7.644e-03 | Epoch: [20][310/483] | Time 0.450 | Data 0.036 | Loss 0.1614 | IoU 0.544 [2021-03-11 13:27:36,473][root][INFO] - Lr: 7.642e-03 | Epoch: [20][320/483] | Time 0.450 | Data 0.036 | Loss 0.1613 | IoU 0.544 [2021-03-11 13:27:40,958][root][INFO] - Lr: 7.640e-03 | Epoch: [20][330/483] | Time 0.450 | Data 0.036 | Loss 0.1611 | IoU 0.544 [2021-03-11 13:27:45,446][root][INFO] - Lr: 7.637e-03 | Epoch: [20][340/483] | Time 0.450 | Data 0.036 | Loss 0.1610 | IoU 0.544 [2021-03-11 13:27:49,936][root][INFO] - Lr: 7.635e-03 | Epoch: [20][350/483] | Time 0.450 | Data 0.036 | Loss 0.1609 | IoU 0.544 [2021-03-11 13:27:54,425][root][INFO] - Lr: 7.632e-03 | Epoch: [20][360/483] | Time 0.450 | Data 0.036 | Loss 0.1608 | IoU 0.544 [2021-03-11 13:27:58,908][root][INFO] - Lr: 7.630e-03 | Epoch: [20][370/483] | Time 0.450 | Data 0.036 | Loss 0.1607 | IoU 0.544 [2021-03-11 13:28:03,405][root][INFO] - Lr: 7.628e-03 | Epoch: [20][380/483] | Time 0.450 | Data 0.036 | Loss 0.1605 | IoU 0.544 [2021-03-11 13:28:08,254][root][INFO] - Lr: 7.625e-03 | Epoch: [20][390/483] | Time 0.451 | Data 0.035 | Loss 0.1604 | IoU 0.545 [2021-03-11 13:28:13,782][root][INFO] - Lr: 7.623e-03 | Epoch: [20][400/483] | Time 0.453 | Data 0.036 | Loss 0.1603 | IoU 0.545 [2021-03-11 13:28:18,263][root][INFO] - Lr: 7.620e-03 | Epoch: [20][410/483] | Time 0.453 | Data 0.036 | Loss 0.1602 | IoU 0.545 [2021-03-11 13:28:22,744][root][INFO] - Lr: 7.618e-03 | Epoch: [20][420/483] | Time 0.453 | Data 0.036 | Loss 0.1601 | IoU 0.545 [2021-03-11 13:28:27,226][root][INFO] - Lr: 7.616e-03 | Epoch: [20][430/483] | Time 0.453 | Data 0.036 | Loss 0.1599 | IoU 0.545 [2021-03-11 13:28:31,715][root][INFO] - Lr: 7.613e-03 | Epoch: [20][440/483] | Time 0.453 | Data 0.036 | Loss 0.1598 | IoU 0.545 [2021-03-11 13:28:36,208][root][INFO] - Lr: 7.611e-03 | Epoch: [20][450/483] | Time 0.453 | Data 0.035 | Loss 0.1597 | IoU 0.545 [2021-03-11 13:28:40,701][root][INFO] - Lr: 7.608e-03 | Epoch: [20][460/483] | Time 0.453 | Data 0.035 | Loss 0.1596 | IoU 0.545 [2021-03-11 13:28:45,196][root][INFO] - Lr: 7.606e-03 | Epoch: [20][470/483] | Time 0.453 | Data 0.035 | Loss 0.1595 | IoU 0.545 [2021-03-11 13:28:49,688][root][INFO] - Lr: 7.604e-03 | Epoch: [20][480/483] | Time 0.453 | Data 0.035 | Loss 0.1594 | IoU 0.545 [2021-03-11 13:28:51,202][root][INFO] - 0/680 [2021-03-11 13:28:51,431][root][INFO] - 1/680 [2021-03-11 13:28:51,636][root][INFO] - 2/680 [2021-03-11 13:28:51,845][root][INFO] - 3/680 [2021-03-11 13:28:52,045][root][INFO] - 4/680 [2021-03-11 13:28:52,244][root][INFO] - 5/680 [2021-03-11 13:28:52,441][root][INFO] - 6/680 [2021-03-11 13:28:52,638][root][INFO] - 7/680 [2021-03-11 13:28:52,836][root][INFO] - 8/680 [2021-03-11 13:28:53,036][root][INFO] - 9/680 [2021-03-11 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13:30:58,825][root][INFO] - 652/680 [2021-03-11 13:30:59,007][root][INFO] - 653/680 [2021-03-11 13:30:59,194][root][INFO] - 654/680 [2021-03-11 13:30:59,385][root][INFO] - 655/680 [2021-03-11 13:30:59,581][root][INFO] - 656/680 [2021-03-11 13:30:59,778][root][INFO] - 657/680 [2021-03-11 13:30:59,976][root][INFO] - 658/680 [2021-03-11 13:31:00,167][root][INFO] - 659/680 [2021-03-11 13:31:00,364][root][INFO] - 660/680 [2021-03-11 13:31:00,562][root][INFO] - 661/680 [2021-03-11 13:31:00,758][root][INFO] - 662/680 [2021-03-11 13:31:00,961][root][INFO] - 663/680 [2021-03-11 13:31:01,161][root][INFO] - 664/680 [2021-03-11 13:31:01,359][root][INFO] - 665/680 [2021-03-11 13:31:01,557][root][INFO] - 666/680 [2021-03-11 13:31:01,755][root][INFO] - 667/680 [2021-03-11 13:31:01,952][root][INFO] - 668/680 [2021-03-11 13:31:02,150][root][INFO] - 669/680 [2021-03-11 13:31:02,348][root][INFO] - 670/680 [2021-03-11 13:31:02,542][root][INFO] - 671/680 [2021-03-11 13:31:02,725][root][INFO] - 672/680 [2021-03-11 13:31:02,906][root][INFO] - 673/680 [2021-03-11 13:31:03,088][root][INFO] - 674/680 [2021-03-11 13:31:03,272][root][INFO] - 675/680 [2021-03-11 13:31:03,452][root][INFO] - 676/680 [2021-03-11 13:31:03,635][root][INFO] - 677/680 [2021-03-11 13:31:03,816][root][INFO] - 678/680 [2021-03-11 13:31:03,998][root][INFO] - 679/680 [2021-03-11 13:31:04,205][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.1711 IoU avg 0.512 [2021-03-11 13:31:05,188][root][INFO] - Lr: 7.603e-03 | Epoch: [21][0/483] | Time 0.935 | Data 0.485 | Loss 0.1593 | IoU 0.545 [2021-03-11 13:31:09,665][root][INFO] - Lr: 7.600e-03 | Epoch: [21][10/483] | Time 0.492 | Data 0.075 | Loss 0.1592 | IoU 0.545 [2021-03-11 13:31:14,134][root][INFO] - Lr: 7.598e-03 | Epoch: [21][20/483] | Time 0.471 | Data 0.056 | Loss 0.1591 | IoU 0.545 [2021-03-11 13:31:18,612][root][INFO] - Lr: 7.596e-03 | Epoch: [21][30/483] | Time 0.463 | Data 0.049 | Loss 0.1590 | IoU 0.545 [2021-03-11 13:31:23,098][root][INFO] - Lr: 7.593e-03 | Epoch: [21][40/483] | Time 0.460 | Data 0.045 | Loss 0.1588 | IoU 0.545 [2021-03-11 13:31:27,573][root][INFO] - Lr: 7.591e-03 | Epoch: [21][50/483] | Time 0.457 | Data 0.043 | Loss 0.1587 | IoU 0.545 [2021-03-11 13:31:32,050][root][INFO] - Lr: 7.588e-03 | Epoch: [21][60/483] | Time 0.456 | Data 0.042 | Loss 0.1586 | IoU 0.545 [2021-03-11 13:31:36,527][root][INFO] - Lr: 7.586e-03 | Epoch: [21][70/483] | Time 0.455 | Data 0.041 | Loss 0.1585 | IoU 0.545 [2021-03-11 13:31:41,003][root][INFO] - Lr: 7.584e-03 | Epoch: [21][80/483] | Time 0.454 | Data 0.040 | Loss 0.1584 | IoU 0.545 [2021-03-11 13:31:45,479][root][INFO] - Lr: 7.581e-03 | Epoch: [21][90/483] | Time 0.453 | Data 0.039 | Loss 0.1583 | IoU 0.545 [2021-03-11 13:31:49,954][root][INFO] - Lr: 7.579e-03 | Epoch: [21][100/483] | Time 0.452 | Data 0.039 | Loss 0.1581 | IoU 0.545 [2021-03-11 13:31:54,441][root][INFO] - Lr: 7.576e-03 | Epoch: [21][110/483] | Time 0.452 | Data 0.038 | Loss 0.1580 | IoU 0.546 [2021-03-11 13:31:58,915][root][INFO] - Lr: 7.574e-03 | Epoch: [21][120/483] | Time 0.452 | Data 0.038 | Loss 0.1579 | IoU 0.546 [2021-03-11 13:32:03,390][root][INFO] - Lr: 7.572e-03 | Epoch: [21][130/483] | Time 0.451 | Data 0.038 | Loss 0.1578 | IoU 0.546 [2021-03-11 13:32:07,875][root][INFO] - Lr: 7.569e-03 | Epoch: [21][140/483] | Time 0.451 | Data 0.037 | Loss 0.1577 | IoU 0.546 [2021-03-11 13:32:12,353][root][INFO] - Lr: 7.567e-03 | Epoch: [21][150/483] | Time 0.451 | Data 0.037 | Loss 0.1576 | IoU 0.546 [2021-03-11 13:32:16,839][root][INFO] - Lr: 7.564e-03 | Epoch: [21][160/483] | Time 0.451 | Data 0.037 | Loss 0.1575 | IoU 0.546 [2021-03-11 13:32:21,326][root][INFO] - Lr: 7.562e-03 | Epoch: [21][170/483] | Time 0.451 | Data 0.037 | Loss 0.1574 | IoU 0.546 [2021-03-11 13:32:25,803][root][INFO] - Lr: 7.560e-03 | Epoch: [21][180/483] | Time 0.451 | Data 0.037 | Loss 0.1572 | IoU 0.546 [2021-03-11 13:32:30,287][root][INFO] - Lr: 7.557e-03 | Epoch: [21][190/483] | Time 0.450 | Data 0.037 | Loss 0.1571 | IoU 0.546 [2021-03-11 13:32:34,783][root][INFO] - Lr: 7.555e-03 | Epoch: [21][200/483] | Time 0.450 | Data 0.036 | Loss 0.1570 | IoU 0.546 [2021-03-11 13:32:39,260][root][INFO] - Lr: 7.552e-03 | Epoch: [21][210/483] | Time 0.450 | Data 0.036 | Loss 0.1569 | IoU 0.546 [2021-03-11 13:32:43,738][root][INFO] - Lr: 7.550e-03 | Epoch: [21][220/483] | Time 0.450 | Data 0.036 | Loss 0.1568 | IoU 0.546 [2021-03-11 13:32:48,218][root][INFO] - Lr: 7.548e-03 | Epoch: [21][230/483] | Time 0.450 | Data 0.036 | Loss 0.1567 | IoU 0.546 [2021-03-11 13:32:52,698][root][INFO] - Lr: 7.545e-03 | Epoch: [21][240/483] | Time 0.450 | Data 0.036 | Loss 0.1566 | IoU 0.546 [2021-03-11 13:32:57,193][root][INFO] - Lr: 7.543e-03 | Epoch: [21][250/483] | Time 0.450 | Data 0.036 | Loss 0.1564 | IoU 0.546 [2021-03-11 13:33:01,687][root][INFO] - Lr: 7.540e-03 | Epoch: [21][260/483] | Time 0.450 | Data 0.036 | Loss 0.1563 | IoU 0.547 [2021-03-11 13:33:06,176][root][INFO] - Lr: 7.538e-03 | Epoch: [21][270/483] | Time 0.450 | Data 0.036 | Loss 0.1562 | IoU 0.547 [2021-03-11 13:33:10,657][root][INFO] - Lr: 7.536e-03 | Epoch: [21][280/483] | Time 0.450 | Data 0.036 | Loss 0.1561 | IoU 0.547 [2021-03-11 13:33:15,134][root][INFO] - Lr: 7.533e-03 | Epoch: [21][290/483] | Time 0.450 | Data 0.036 | Loss 0.1560 | IoU 0.547 [2021-03-11 13:33:19,617][root][INFO] - Lr: 7.531e-03 | Epoch: [21][300/483] | Time 0.450 | Data 0.036 | Loss 0.1559 | IoU 0.547 [2021-03-11 13:33:24,109][root][INFO] - Lr: 7.528e-03 | Epoch: [21][310/483] | Time 0.450 | Data 0.036 | Loss 0.1558 | IoU 0.547 [2021-03-11 13:33:28,601][root][INFO] - Lr: 7.526e-03 | Epoch: [21][320/483] | Time 0.450 | Data 0.036 | Loss 0.1557 | IoU 0.547 [2021-03-11 13:33:33,081][root][INFO] - Lr: 7.524e-03 | Epoch: [21][330/483] | Time 0.450 | Data 0.036 | Loss 0.1556 | IoU 0.547 [2021-03-11 13:33:37,581][root][INFO] - Lr: 7.521e-03 | Epoch: [21][340/483] | Time 0.450 | Data 0.036 | Loss 0.1555 | IoU 0.547 [2021-03-11 13:33:42,059][root][INFO] - Lr: 7.519e-03 | Epoch: [21][350/483] | Time 0.450 | Data 0.036 | Loss 0.1554 | IoU 0.547 [2021-03-11 13:33:46,532][root][INFO] - Lr: 7.516e-03 | Epoch: [21][360/483] | Time 0.450 | Data 0.035 | Loss 0.1552 | IoU 0.547 [2021-03-11 13:33:51,005][root][INFO] - Lr: 7.514e-03 | Epoch: [21][370/483] | Time 0.449 | Data 0.035 | Loss 0.1551 | IoU 0.547 [2021-03-11 13:33:55,487][root][INFO] - Lr: 7.512e-03 | Epoch: [21][380/483] | Time 0.449 | Data 0.035 | Loss 0.1550 | IoU 0.547 [2021-03-11 13:33:59,967][root][INFO] - Lr: 7.509e-03 | Epoch: [21][390/483] | Time 0.449 | Data 0.035 | Loss 0.1549 | IoU 0.547 [2021-03-11 13:34:04,453][root][INFO] - Lr: 7.507e-03 | Epoch: [21][400/483] | Time 0.449 | Data 0.035 | Loss 0.1548 | IoU 0.547 [2021-03-11 13:34:08,936][root][INFO] - Lr: 7.504e-03 | Epoch: [21][410/483] | Time 0.449 | Data 0.035 | Loss 0.1547 | IoU 0.548 [2021-03-11 13:34:13,426][root][INFO] - Lr: 7.502e-03 | Epoch: [21][420/483] | Time 0.449 | Data 0.035 | Loss 0.1546 | IoU 0.548 [2021-03-11 13:34:17,903][root][INFO] - Lr: 7.500e-03 | Epoch: [21][430/483] | Time 0.449 | Data 0.035 | Loss 0.1545 | IoU 0.548 [2021-03-11 13:34:22,395][root][INFO] - Lr: 7.497e-03 | Epoch: [21][440/483] | Time 0.449 | Data 0.035 | Loss 0.1544 | IoU 0.548 [2021-03-11 13:34:26,870][root][INFO] - Lr: 7.495e-03 | Epoch: [21][450/483] | Time 0.449 | Data 0.035 | Loss 0.1543 | IoU 0.548 [2021-03-11 13:34:31,350][root][INFO] - Lr: 7.492e-03 | Epoch: [21][460/483] | Time 0.449 | Data 0.035 | Loss 0.1541 | IoU 0.548 [2021-03-11 13:34:35,826][root][INFO] - Lr: 7.490e-03 | Epoch: [21][470/483] | Time 0.449 | Data 0.035 | Loss 0.1540 | IoU 0.548 [2021-03-11 13:34:40,304][root][INFO] - Lr: 7.487e-03 | Epoch: [21][480/483] | Time 0.449 | Data 0.035 | Loss 0.1539 | IoU 0.548 [2021-03-11 13:34:42,300][root][INFO] - Lr: 7.487e-03 | Epoch: [22][0/483] | Time 1.020 | Data 0.589 | Loss 0.1539 | IoU 0.548 [2021-03-11 13:34:46,778][root][INFO] - Lr: 7.484e-03 | Epoch: [22][10/483] | Time 0.500 | Data 0.084 | Loss 0.1538 | IoU 0.548 [2021-03-11 13:34:51,264][root][INFO] - Lr: 7.482e-03 | Epoch: [22][20/483] | Time 0.475 | Data 0.061 | Loss 0.1537 | IoU 0.548 [2021-03-11 13:34:55,740][root][INFO] - Lr: 7.480e-03 | Epoch: [22][30/483] | Time 0.466 | Data 0.052 | Loss 0.1536 | IoU 0.548 [2021-03-11 13:35:00,232][root][INFO] - Lr: 7.477e-03 | Epoch: [22][40/483] | Time 0.462 | Data 0.048 | Loss 0.1535 | IoU 0.548 [2021-03-11 13:35:04,710][root][INFO] - Lr: 7.475e-03 | Epoch: [22][50/483] | Time 0.459 | Data 0.045 | Loss 0.1534 | IoU 0.548 [2021-03-11 13:35:09,205][root][INFO] - Lr: 7.472e-03 | Epoch: [22][60/483] | Time 0.458 | Data 0.043 | Loss 0.1532 | IoU 0.548 [2021-03-11 13:35:13,695][root][INFO] - Lr: 7.470e-03 | Epoch: [22][70/483] | Time 0.457 | Data 0.042 | Loss 0.1531 | IoU 0.548 [2021-03-11 13:35:18,194][root][INFO] - Lr: 7.468e-03 | Epoch: [22][80/483] | Time 0.456 | Data 0.041 | Loss 0.1530 | IoU 0.548 [2021-03-11 13:35:22,674][root][INFO] - Lr: 7.465e-03 | Epoch: [22][90/483] | Time 0.455 | Data 0.040 | Loss 0.1529 | IoU 0.548 [2021-03-11 13:35:27,149][root][INFO] - Lr: 7.463e-03 | Epoch: [22][100/483] | Time 0.454 | Data 0.040 | Loss 0.1528 | IoU 0.549 [2021-03-11 13:35:31,643][root][INFO] - Lr: 7.460e-03 | Epoch: [22][110/483] | Time 0.454 | Data 0.039 | Loss 0.1527 | IoU 0.549 [2021-03-11 13:35:36,131][root][INFO] - Lr: 7.458e-03 | Epoch: [22][120/483] | Time 0.453 | Data 0.039 | Loss 0.1526 | IoU 0.549 [2021-03-11 13:35:40,614][root][INFO] - Lr: 7.455e-03 | Epoch: [22][130/483] | Time 0.453 | Data 0.038 | Loss 0.1525 | IoU 0.549 [2021-03-11 13:35:45,100][root][INFO] - Lr: 7.453e-03 | Epoch: [22][140/483] | Time 0.453 | Data 0.038 | Loss 0.1524 | IoU 0.549 [2021-03-11 13:35:49,592][root][INFO] - Lr: 7.451e-03 | Epoch: [22][150/483] | Time 0.452 | Data 0.038 | Loss 0.1523 | IoU 0.549 [2021-03-11 13:35:54,073][root][INFO] - Lr: 7.448e-03 | Epoch: [22][160/483] | Time 0.452 | Data 0.038 | Loss 0.1522 | IoU 0.549 [2021-03-11 13:35:58,558][root][INFO] - Lr: 7.446e-03 | Epoch: [22][170/483] | Time 0.452 | Data 0.038 | Loss 0.1521 | IoU 0.549 [2021-03-11 13:36:03,044][root][INFO] - Lr: 7.443e-03 | Epoch: [22][180/483] | Time 0.452 | Data 0.037 | Loss 0.1520 | IoU 0.549 [2021-03-11 13:36:07,524][root][INFO] - Lr: 7.441e-03 | Epoch: [22][190/483] | Time 0.452 | Data 0.037 | Loss 0.1519 | IoU 0.549 [2021-03-11 13:36:12,002][root][INFO] - Lr: 7.439e-03 | Epoch: [22][200/483] | Time 0.451 | Data 0.037 | Loss 0.1518 | IoU 0.549 [2021-03-11 13:36:16,488][root][INFO] - Lr: 7.436e-03 | Epoch: [22][210/483] | Time 0.451 | Data 0.037 | Loss 0.1517 | IoU 0.549 [2021-03-11 13:36:20,972][root][INFO] - Lr: 7.434e-03 | Epoch: [22][220/483] | Time 0.451 | Data 0.037 | Loss 0.1516 | IoU 0.549 [2021-03-11 13:36:25,449][root][INFO] - Lr: 7.431e-03 | Epoch: [22][230/483] | Time 0.451 | Data 0.037 | Loss 0.1515 | IoU 0.549 [2021-03-11 13:36:29,935][root][INFO] - Lr: 7.429e-03 | Epoch: [22][240/483] | Time 0.451 | Data 0.037 | Loss 0.1513 | IoU 0.549 [2021-03-11 13:36:34,413][root][INFO] - Lr: 7.427e-03 | Epoch: [22][250/483] | Time 0.451 | Data 0.036 | Loss 0.1512 | IoU 0.549 [2021-03-11 13:36:38,902][root][INFO] - Lr: 7.424e-03 | Epoch: [22][260/483] | Time 0.451 | Data 0.036 | Loss 0.1511 | IoU 0.549 [2021-03-11 13:36:43,383][root][INFO] - Lr: 7.422e-03 | Epoch: [22][270/483] | Time 0.451 | Data 0.036 | Loss 0.1510 | IoU 0.549 [2021-03-11 13:36:47,863][root][INFO] - Lr: 7.419e-03 | Epoch: [22][280/483] | Time 0.450 | Data 0.036 | Loss 0.1509 | IoU 0.549 [2021-03-11 13:36:52,353][root][INFO] - Lr: 7.417e-03 | Epoch: [22][290/483] | Time 0.450 | Data 0.036 | Loss 0.1508 | IoU 0.549 [2021-03-11 13:36:56,832][root][INFO] - Lr: 7.415e-03 | Epoch: [22][300/483] | Time 0.450 | Data 0.036 | Loss 0.1507 | IoU 0.549 [2021-03-11 13:37:01,308][root][INFO] - Lr: 7.412e-03 | Epoch: [22][310/483] | Time 0.450 | Data 0.036 | Loss 0.1506 | IoU 0.550 [2021-03-11 13:37:05,786][root][INFO] - Lr: 7.410e-03 | Epoch: [22][320/483] | Time 0.450 | Data 0.036 | Loss 0.1505 | IoU 0.550 [2021-03-11 13:37:10,271][root][INFO] - Lr: 7.407e-03 | Epoch: [22][330/483] | Time 0.450 | Data 0.036 | Loss 0.1504 | IoU 0.550 [2021-03-11 13:37:14,748][root][INFO] - Lr: 7.405e-03 | Epoch: [22][340/483] | Time 0.450 | Data 0.036 | Loss 0.1503 | IoU 0.550 [2021-03-11 13:37:19,237][root][INFO] - Lr: 7.403e-03 | Epoch: [22][350/483] | Time 0.450 | Data 0.036 | Loss 0.1502 | IoU 0.550 [2021-03-11 13:37:23,715][root][INFO] - Lr: 7.400e-03 | Epoch: [22][360/483] | Time 0.450 | Data 0.036 | Loss 0.1501 | IoU 0.550 [2021-03-11 13:37:28,196][root][INFO] - Lr: 7.398e-03 | Epoch: [22][370/483] | Time 0.450 | Data 0.036 | Loss 0.1500 | IoU 0.550 [2021-03-11 13:37:32,674][root][INFO] - Lr: 7.395e-03 | Epoch: [22][380/483] | Time 0.450 | Data 0.036 | Loss 0.1499 | IoU 0.550 [2021-03-11 13:37:37,162][root][INFO] - Lr: 7.393e-03 | Epoch: [22][390/483] | Time 0.450 | Data 0.036 | Loss 0.1498 | IoU 0.550 [2021-03-11 13:37:41,652][root][INFO] - Lr: 7.390e-03 | Epoch: [22][400/483] | Time 0.450 | Data 0.036 | Loss 0.1497 | IoU 0.550 [2021-03-11 13:37:46,138][root][INFO] - Lr: 7.388e-03 | Epoch: [22][410/483] | Time 0.450 | Data 0.036 | Loss 0.1496 | IoU 0.550 [2021-03-11 13:37:50,616][root][INFO] - Lr: 7.386e-03 | Epoch: [22][420/483] | Time 0.450 | Data 0.036 | Loss 0.1495 | IoU 0.550 [2021-03-11 13:37:55,102][root][INFO] - Lr: 7.383e-03 | Epoch: [22][430/483] | Time 0.450 | Data 0.036 | Loss 0.1494 | IoU 0.550 [2021-03-11 13:37:59,579][root][INFO] - Lr: 7.381e-03 | Epoch: [22][440/483] | Time 0.450 | Data 0.036 | Loss 0.1493 | IoU 0.550 [2021-03-11 13:38:04,067][root][INFO] - Lr: 7.378e-03 | Epoch: [22][450/483] | Time 0.450 | Data 0.036 | Loss 0.1492 | IoU 0.550 [2021-03-11 13:38:08,556][root][INFO] - Lr: 7.376e-03 | Epoch: [22][460/483] | Time 0.450 | Data 0.035 | Loss 0.1491 | IoU 0.550 [2021-03-11 13:38:13,036][root][INFO] - Lr: 7.374e-03 | Epoch: [22][470/483] | Time 0.450 | Data 0.035 | Loss 0.1491 | IoU 0.550 [2021-03-11 13:38:17,517][root][INFO] - Lr: 7.371e-03 | Epoch: [22][480/483] | Time 0.450 | Data 0.035 | Loss 0.1490 | IoU 0.550 [2021-03-11 13:38:19,429][root][INFO] - Lr: 7.370e-03 | Epoch: [23][0/483] | Time 0.958 | Data 0.525 | Loss 0.1489 | IoU 0.550 [2021-03-11 13:38:23,905][root][INFO] - Lr: 7.368e-03 | Epoch: [23][10/483] | Time 0.494 | Data 0.079 | Loss 0.1488 | IoU 0.550 [2021-03-11 13:38:28,394][root][INFO] - Lr: 7.366e-03 | Epoch: [23][20/483] | Time 0.473 | Data 0.058 | Loss 0.1487 | IoU 0.551 [2021-03-11 13:38:32,888][root][INFO] - Lr: 7.363e-03 | Epoch: [23][30/483] | Time 0.465 | Data 0.050 | Loss 0.1486 | IoU 0.551 [2021-03-11 13:38:37,380][root][INFO] - Lr: 7.361e-03 | Epoch: [23][40/483] | Time 0.461 | Data 0.046 | Loss 0.1485 | IoU 0.551 [2021-03-11 13:38:41,864][root][INFO] - Lr: 7.358e-03 | Epoch: [23][50/483] | Time 0.459 | Data 0.044 | Loss 0.1484 | IoU 0.551 [2021-03-11 13:38:46,351][root][INFO] - Lr: 7.356e-03 | Epoch: [23][60/483] | Time 0.457 | Data 0.042 | Loss 0.1483 | IoU 0.551 [2021-03-11 13:38:50,835][root][INFO] - Lr: 7.354e-03 | Epoch: [23][70/483] | Time 0.456 | Data 0.041 | Loss 0.1482 | IoU 0.551 [2021-03-11 13:38:55,333][root][INFO] - Lr: 7.351e-03 | Epoch: [23][80/483] | Time 0.455 | Data 0.040 | Loss 0.1481 | IoU 0.551 [2021-03-11 13:38:59,815][root][INFO] - Lr: 7.349e-03 | Epoch: [23][90/483] | Time 0.454 | Data 0.040 | Loss 0.1480 | IoU 0.551 [2021-03-11 13:39:04,303][root][INFO] - Lr: 7.346e-03 | Epoch: [23][100/483] | Time 0.454 | Data 0.039 | Loss 0.1479 | IoU 0.551 [2021-03-11 13:39:08,791][root][INFO] - Lr: 7.344e-03 | Epoch: [23][110/483] | Time 0.453 | Data 0.039 | Loss 0.1478 | IoU 0.551 [2021-03-11 13:39:13,279][root][INFO] - Lr: 7.342e-03 | Epoch: [23][120/483] | Time 0.453 | Data 0.038 | Loss 0.1477 | IoU 0.551 [2021-03-11 13:39:17,763][root][INFO] - Lr: 7.339e-03 | Epoch: [23][130/483] | Time 0.453 | Data 0.038 | Loss 0.1476 | IoU 0.551 [2021-03-11 13:39:22,244][root][INFO] - Lr: 7.337e-03 | Epoch: [23][140/483] | Time 0.452 | Data 0.038 | Loss 0.1475 | IoU 0.551 [2021-03-11 13:39:26,727][root][INFO] - Lr: 7.334e-03 | Epoch: [23][150/483] | Time 0.452 | Data 0.038 | Loss 0.1474 | IoU 0.551 [2021-03-11 13:39:31,207][root][INFO] - Lr: 7.332e-03 | Epoch: [23][160/483] | Time 0.452 | Data 0.037 | Loss 0.1473 | IoU 0.551 [2021-03-11 13:39:35,679][root][INFO] - Lr: 7.330e-03 | Epoch: [23][170/483] | Time 0.452 | Data 0.037 | Loss 0.1472 | IoU 0.551 [2021-03-11 13:39:40,164][root][INFO] - Lr: 7.327e-03 | Epoch: [23][180/483] | Time 0.451 | Data 0.037 | Loss 0.1472 | IoU 0.551 [2021-03-11 13:39:44,661][root][INFO] - Lr: 7.325e-03 | Epoch: [23][190/483] | Time 0.451 | Data 0.037 | Loss 0.1471 | IoU 0.551 [2021-03-11 13:39:49,156][root][INFO] - Lr: 7.322e-03 | Epoch: [23][200/483] | Time 0.451 | Data 0.037 | Loss 0.1470 | IoU 0.551 [2021-03-11 13:39:53,641][root][INFO] - Lr: 7.320e-03 | Epoch: [23][210/483] | Time 0.451 | Data 0.037 | Loss 0.1469 | IoU 0.551 [2021-03-11 13:39:58,129][root][INFO] - Lr: 7.317e-03 | Epoch: [23][220/483] | Time 0.451 | Data 0.036 | Loss 0.1468 | IoU 0.552 [2021-03-11 13:40:02,619][root][INFO] - Lr: 7.315e-03 | Epoch: [23][230/483] | Time 0.451 | Data 0.036 | Loss 0.1467 | IoU 0.552 [2021-03-11 13:40:07,111][root][INFO] - Lr: 7.313e-03 | Epoch: [23][240/483] | Time 0.451 | Data 0.036 | Loss 0.1466 | IoU 0.552 [2021-03-11 13:40:11,592][root][INFO] - Lr: 7.310e-03 | Epoch: [23][250/483] | Time 0.451 | Data 0.036 | Loss 0.1465 | IoU 0.552 [2021-03-11 13:40:16,073][root][INFO] - Lr: 7.308e-03 | Epoch: [23][260/483] | Time 0.451 | Data 0.036 | Loss 0.1464 | IoU 0.552 [2021-03-11 13:40:20,557][root][INFO] - Lr: 7.305e-03 | Epoch: [23][270/483] | Time 0.450 | Data 0.036 | Loss 0.1463 | IoU 0.552 [2021-03-11 13:40:25,045][root][INFO] - Lr: 7.303e-03 | Epoch: [23][280/483] | Time 0.450 | Data 0.036 | Loss 0.1462 | IoU 0.552 [2021-03-11 13:40:29,534][root][INFO] - Lr: 7.301e-03 | Epoch: [23][290/483] | Time 0.450 | Data 0.036 | Loss 0.1461 | IoU 0.552 [2021-03-11 13:40:34,023][root][INFO] - Lr: 7.298e-03 | Epoch: [23][300/483] | Time 0.450 | Data 0.036 | Loss 0.1460 | IoU 0.552 [2021-03-11 13:40:38,502][root][INFO] - Lr: 7.296e-03 | Epoch: [23][310/483] | Time 0.450 | Data 0.036 | Loss 0.1459 | IoU 0.552 [2021-03-11 13:40:42,988][root][INFO] - Lr: 7.293e-03 | Epoch: [23][320/483] | Time 0.450 | Data 0.036 | Loss 0.1458 | IoU 0.552 [2021-03-11 13:40:47,469][root][INFO] - Lr: 7.291e-03 | Epoch: [23][330/483] | Time 0.450 | Data 0.036 | Loss 0.1457 | IoU 0.552 [2021-03-11 13:40:51,945][root][INFO] - Lr: 7.289e-03 | Epoch: [23][340/483] | Time 0.450 | Data 0.036 | Loss 0.1456 | IoU 0.552 [2021-03-11 13:40:57,713][root][INFO] - Lr: 7.286e-03 | Epoch: [23][350/483] | Time 0.454 | Data 0.036 | Loss 0.1455 | IoU 0.552 [2021-03-11 13:41:02,186][root][INFO] - Lr: 7.284e-03 | Epoch: [23][360/483] | Time 0.454 | Data 0.036 | Loss 0.1455 | IoU 0.552 [2021-03-11 13:41:06,658][root][INFO] - Lr: 7.281e-03 | Epoch: [23][370/483] | Time 0.453 | Data 0.036 | Loss 0.1454 | IoU 0.552 [2021-03-11 13:41:11,136][root][INFO] - Lr: 7.279e-03 | Epoch: [23][380/483] | Time 0.453 | Data 0.036 | Loss 0.1453 | IoU 0.552 [2021-03-11 13:41:15,611][root][INFO] - Lr: 7.276e-03 | Epoch: [23][390/483] | Time 0.453 | Data 0.036 | Loss 0.1452 | IoU 0.552 [2021-03-11 13:41:20,098][root][INFO] - Lr: 7.274e-03 | Epoch: [23][400/483] | Time 0.453 | Data 0.036 | Loss 0.1451 | IoU 0.552 [2021-03-11 13:41:24,588][root][INFO] - Lr: 7.272e-03 | Epoch: [23][410/483] | Time 0.453 | Data 0.036 | Loss 0.1450 | IoU 0.552 [2021-03-11 13:41:29,063][root][INFO] - Lr: 7.269e-03 | Epoch: [23][420/483] | Time 0.453 | Data 0.036 | Loss 0.1449 | IoU 0.553 [2021-03-11 13:41:33,547][root][INFO] - Lr: 7.267e-03 | Epoch: [23][430/483] | Time 0.453 | Data 0.036 | Loss 0.1448 | IoU 0.553 [2021-03-11 13:41:38,035][root][INFO] - Lr: 7.264e-03 | Epoch: [23][440/483] | Time 0.453 | Data 0.036 | Loss 0.1447 | IoU 0.553 [2021-03-11 13:41:42,505][root][INFO] - Lr: 7.262e-03 | Epoch: [23][450/483] | Time 0.452 | Data 0.035 | Loss 0.1446 | IoU 0.553 [2021-03-11 13:41:46,983][root][INFO] - Lr: 7.260e-03 | Epoch: [23][460/483] | Time 0.452 | Data 0.035 | Loss 0.1445 | IoU 0.553 [2021-03-11 13:41:51,474][root][INFO] - Lr: 7.257e-03 | Epoch: [23][470/483] | Time 0.452 | Data 0.035 | Loss 0.1444 | IoU 0.553 [2021-03-11 13:41:55,956][root][INFO] - Lr: 7.255e-03 | Epoch: [23][480/483] | Time 0.452 | Data 0.035 | Loss 0.1443 | IoU 0.553 [2021-03-11 13:41:57,913][root][INFO] - Lr: 7.254e-03 | Epoch: [24][0/483] | Time 0.987 | Data 0.550 | Loss 0.1443 | IoU 0.553 [2021-03-11 13:42:02,397][root][INFO] - Lr: 7.252e-03 | Epoch: [24][10/483] | Time 0.497 | Data 0.081 | Loss 0.1442 | IoU 0.553 [2021-03-11 13:42:06,875][root][INFO] - Lr: 7.249e-03 | Epoch: [24][20/483] | Time 0.474 | Data 0.059 | Loss 0.1441 | IoU 0.553 [2021-03-11 13:42:11,358][root][INFO] - Lr: 7.247e-03 | Epoch: [24][30/483] | Time 0.466 | Data 0.051 | Loss 0.1440 | IoU 0.553 [2021-03-11 13:42:15,846][root][INFO] - Lr: 7.244e-03 | Epoch: [24][40/483] | Time 0.461 | Data 0.047 | Loss 0.1440 | IoU 0.553 [2021-03-11 13:42:20,323][root][INFO] - Lr: 7.242e-03 | Epoch: [24][50/483] | Time 0.459 | Data 0.044 | Loss 0.1439 | IoU 0.553 [2021-03-11 13:42:24,812][root][INFO] - Lr: 7.240e-03 | Epoch: [24][60/483] | Time 0.457 | Data 0.043 | Loss 0.1438 | IoU 0.553 [2021-03-11 13:42:29,291][root][INFO] - Lr: 7.237e-03 | Epoch: [24][70/483] | Time 0.456 | Data 0.041 | Loss 0.1437 | IoU 0.553 [2021-03-11 13:42:33,770][root][INFO] - Lr: 7.235e-03 | Epoch: [24][80/483] | Time 0.455 | Data 0.041 | Loss 0.1436 | IoU 0.553 [2021-03-11 13:42:38,248][root][INFO] - Lr: 7.232e-03 | Epoch: [24][90/483] | Time 0.454 | Data 0.040 | Loss 0.1435 | IoU 0.553 [2021-03-11 13:42:42,720][root][INFO] - Lr: 7.230e-03 | Epoch: [24][100/483] | Time 0.453 | Data 0.039 | Loss 0.1434 | IoU 0.553 [2021-03-11 13:42:47,197][root][INFO] - Lr: 7.227e-03 | Epoch: [24][110/483] | Time 0.453 | Data 0.039 | Loss 0.1433 | IoU 0.553 [2021-03-11 13:42:51,670][root][INFO] - Lr: 7.225e-03 | Epoch: [24][120/483] | Time 0.452 | Data 0.038 | Loss 0.1432 | IoU 0.553 [2021-03-11 13:42:56,148][root][INFO] - Lr: 7.223e-03 | Epoch: [24][130/483] | Time 0.452 | Data 0.038 | Loss 0.1431 | IoU 0.553 [2021-03-11 13:43:00,624][root][INFO] - Lr: 7.220e-03 | Epoch: [24][140/483] | Time 0.452 | Data 0.038 | Loss 0.1430 | IoU 0.553 [2021-03-11 13:43:05,107][root][INFO] - Lr: 7.218e-03 | Epoch: [24][150/483] | Time 0.452 | Data 0.038 | Loss 0.1429 | IoU 0.553 [2021-03-11 13:43:09,592][root][INFO] - Lr: 7.215e-03 | Epoch: [24][160/483] | Time 0.451 | Data 0.037 | Loss 0.1428 | IoU 0.553 [2021-03-11 13:43:14,073][root][INFO] - Lr: 7.213e-03 | Epoch: [24][170/483] | Time 0.451 | Data 0.037 | Loss 0.1428 | IoU 0.554 [2021-03-11 13:43:18,551][root][INFO] - Lr: 7.211e-03 | Epoch: [24][180/483] | Time 0.451 | Data 0.037 | Loss 0.1427 | IoU 0.554 [2021-03-11 13:43:23,032][root][INFO] - Lr: 7.208e-03 | Epoch: [24][190/483] | Time 0.451 | Data 0.037 | Loss 0.1426 | IoU 0.554 [2021-03-11 13:43:27,517][root][INFO] - Lr: 7.206e-03 | Epoch: [24][200/483] | Time 0.451 | Data 0.037 | Loss 0.1425 | IoU 0.554 [2021-03-11 13:43:31,989][root][INFO] - Lr: 7.203e-03 | Epoch: [24][210/483] | Time 0.451 | Data 0.037 | Loss 0.1424 | IoU 0.554 [2021-03-11 13:43:36,467][root][INFO] - Lr: 7.201e-03 | Epoch: [24][220/483] | Time 0.450 | Data 0.037 | Loss 0.1423 | IoU 0.554 [2021-03-11 13:43:40,947][root][INFO] - Lr: 7.198e-03 | Epoch: [24][230/483] | Time 0.450 | Data 0.036 | Loss 0.1422 | IoU 0.554 [2021-03-11 13:43:45,434][root][INFO] - Lr: 7.196e-03 | Epoch: [24][240/483] | Time 0.450 | Data 0.036 | Loss 0.1421 | IoU 0.554 [2021-03-11 13:43:49,933][root][INFO] - Lr: 7.194e-03 | Epoch: [24][250/483] | Time 0.450 | Data 0.036 | Loss 0.1421 | IoU 0.554 [2021-03-11 13:43:54,419][root][INFO] - Lr: 7.191e-03 | Epoch: [24][260/483] | Time 0.450 | Data 0.036 | Loss 0.1420 | IoU 0.554 [2021-03-11 13:43:58,912][root][INFO] - Lr: 7.189e-03 | Epoch: [24][270/483] | Time 0.450 | Data 0.036 | Loss 0.1419 | IoU 0.554 [2021-03-11 13:44:03,398][root][INFO] - Lr: 7.186e-03 | Epoch: [24][280/483] | Time 0.450 | Data 0.036 | Loss 0.1418 | IoU 0.554 [2021-03-11 13:44:07,888][root][INFO] - Lr: 7.184e-03 | Epoch: [24][290/483] | Time 0.450 | Data 0.036 | Loss 0.1417 | IoU 0.554 [2021-03-11 13:44:12,363][root][INFO] - Lr: 7.182e-03 | Epoch: [24][300/483] | Time 0.450 | Data 0.036 | Loss 0.1416 | IoU 0.554 [2021-03-11 13:44:16,853][root][INFO] - Lr: 7.179e-03 | Epoch: [24][310/483] | Time 0.450 | Data 0.036 | Loss 0.1415 | IoU 0.554 [2021-03-11 13:44:21,324][root][INFO] - Lr: 7.177e-03 | Epoch: [24][320/483] | Time 0.450 | Data 0.036 | Loss 0.1414 | IoU 0.554 [2021-03-11 13:44:25,808][root][INFO] - Lr: 7.174e-03 | Epoch: [24][330/483] | Time 0.450 | Data 0.036 | Loss 0.1413 | IoU 0.554 [2021-03-11 13:44:30,286][root][INFO] - Lr: 7.172e-03 | Epoch: [24][340/483] | Time 0.450 | Data 0.036 | Loss 0.1413 | IoU 0.554 [2021-03-11 13:44:34,774][root][INFO] - Lr: 7.169e-03 | Epoch: [24][350/483] | Time 0.450 | Data 0.036 | Loss 0.1412 | IoU 0.554 [2021-03-11 13:44:39,273][root][INFO] - Lr: 7.167e-03 | Epoch: [24][360/483] | Time 0.450 | Data 0.036 | Loss 0.1411 | IoU 0.555 [2021-03-11 13:44:43,755][root][INFO] - Lr: 7.165e-03 | Epoch: [24][370/483] | Time 0.450 | Data 0.036 | Loss 0.1410 | IoU 0.555 [2021-03-11 13:44:48,235][root][INFO] - Lr: 7.162e-03 | Epoch: [24][380/483] | Time 0.450 | Data 0.036 | Loss 0.1409 | IoU 0.555 [2021-03-11 13:44:52,722][root][INFO] - Lr: 7.160e-03 | Epoch: [24][390/483] | Time 0.450 | Data 0.036 | Loss 0.1408 | IoU 0.555 [2021-03-11 13:44:57,199][root][INFO] - Lr: 7.157e-03 | Epoch: [24][400/483] | Time 0.450 | Data 0.036 | Loss 0.1407 | IoU 0.555 [2021-03-11 13:45:01,681][root][INFO] - Lr: 7.155e-03 | Epoch: [24][410/483] | Time 0.450 | Data 0.036 | Loss 0.1407 | IoU 0.555 [2021-03-11 13:45:06,165][root][INFO] - Lr: 7.153e-03 | Epoch: [24][420/483] | Time 0.449 | Data 0.035 | Loss 0.1406 | IoU 0.555 [2021-03-11 13:45:10,657][root][INFO] - Lr: 7.150e-03 | Epoch: [24][430/483] | Time 0.449 | Data 0.035 | Loss 0.1405 | IoU 0.555 [2021-03-11 13:45:15,138][root][INFO] - Lr: 7.148e-03 | Epoch: [24][440/483] | Time 0.449 | Data 0.035 | Loss 0.1404 | IoU 0.555 [2021-03-11 13:45:19,632][root][INFO] - Lr: 7.145e-03 | Epoch: [24][450/483] | Time 0.449 | Data 0.035 | Loss 0.1403 | IoU 0.555 [2021-03-11 13:45:24,110][root][INFO] - Lr: 7.143e-03 | Epoch: [24][460/483] | Time 0.449 | Data 0.035 | Loss 0.1402 | IoU 0.555 [2021-03-11 13:45:28,584][root][INFO] - Lr: 7.140e-03 | Epoch: [24][470/483] | Time 0.449 | Data 0.035 | Loss 0.1402 | IoU 0.555 [2021-03-11 13:45:33,059][root][INFO] - Lr: 7.138e-03 | Epoch: [24][480/483] | Time 0.449 | Data 0.035 | Loss 0.1401 | IoU 0.555 [2021-03-11 13:45:34,988][root][INFO] - Lr: 7.137e-03 | Epoch: [25][0/483] | Time 0.944 | Data 0.489 | Loss 0.1400 | IoU 0.555 [2021-03-11 13:45:39,458][root][INFO] - Lr: 7.135e-03 | Epoch: [25][10/483] | Time 0.492 | Data 0.075 | Loss 0.1400 | IoU 0.555 [2021-03-11 13:45:43,936][root][INFO] - Lr: 7.132e-03 | Epoch: [25][20/483] | Time 0.471 | Data 0.056 | Loss 0.1399 | IoU 0.555 [2021-03-11 13:45:48,421][root][INFO] - Lr: 7.130e-03 | Epoch: [25][30/483] | Time 0.464 | Data 0.049 | Loss 0.1398 | IoU 0.555 [2021-03-11 13:45:52,911][root][INFO] - Lr: 7.128e-03 | Epoch: [25][40/483] | Time 0.460 | Data 0.045 | Loss 0.1397 | IoU 0.555 [2021-03-11 13:45:57,393][root][INFO] - Lr: 7.125e-03 | Epoch: [25][50/483] | Time 0.458 | Data 0.043 | Loss 0.1396 | IoU 0.555 [2021-03-11 13:46:01,880][root][INFO] - Lr: 7.123e-03 | Epoch: [25][60/483] | Time 0.456 | Data 0.042 | Loss 0.1395 | IoU 0.555 [2021-03-11 13:46:06,368][root][INFO] - Lr: 7.120e-03 | Epoch: [25][70/483] | Time 0.455 | Data 0.041 | Loss 0.1394 | IoU 0.555 [2021-03-11 13:46:10,840][root][INFO] - Lr: 7.118e-03 | Epoch: [25][80/483] | Time 0.454 | Data 0.040 | Loss 0.1394 | IoU 0.555 [2021-03-11 13:46:15,327][root][INFO] - Lr: 7.116e-03 | Epoch: [25][90/483] | Time 0.454 | Data 0.039 | Loss 0.1393 | IoU 0.555 [2021-03-11 13:46:19,806][root][INFO] - Lr: 7.113e-03 | Epoch: [25][100/483] | Time 0.453 | Data 0.039 | Loss 0.1392 | IoU 0.556 [2021-03-11 13:46:24,294][root][INFO] - Lr: 7.111e-03 | Epoch: [25][110/483] | Time 0.453 | Data 0.038 | Loss 0.1391 | IoU 0.556 [2021-03-11 13:46:28,779][root][INFO] - Lr: 7.108e-03 | Epoch: [25][120/483] | Time 0.452 | Data 0.038 | Loss 0.1390 | IoU 0.556 [2021-03-11 13:46:33,253][root][INFO] - Lr: 7.106e-03 | Epoch: [25][130/483] | Time 0.452 | Data 0.038 | Loss 0.1389 | IoU 0.556 [2021-03-11 13:46:37,734][root][INFO] - Lr: 7.103e-03 | Epoch: [25][140/483] | Time 0.452 | Data 0.037 | Loss 0.1389 | IoU 0.556 [2021-03-11 13:46:42,216][root][INFO] - Lr: 7.101e-03 | Epoch: [25][150/483] | Time 0.451 | Data 0.037 | Loss 0.1388 | IoU 0.556 [2021-03-11 13:46:46,699][root][INFO] - Lr: 7.099e-03 | Epoch: [25][160/483] | Time 0.451 | Data 0.037 | Loss 0.1387 | IoU 0.556 [2021-03-11 13:46:51,197][root][INFO] - Lr: 7.096e-03 | Epoch: [25][170/483] | Time 0.451 | Data 0.037 | Loss 0.1386 | IoU 0.556 [2021-03-11 13:46:55,674][root][INFO] - Lr: 7.094e-03 | Epoch: [25][180/483] | Time 0.451 | Data 0.037 | Loss 0.1385 | IoU 0.556 [2021-03-11 13:47:00,153][root][INFO] - Lr: 7.091e-03 | Epoch: [25][190/483] | Time 0.451 | Data 0.037 | Loss 0.1384 | IoU 0.556 [2021-03-11 13:47:04,625][root][INFO] - Lr: 7.089e-03 | Epoch: [25][200/483] | Time 0.451 | Data 0.036 | Loss 0.1384 | IoU 0.556 [2021-03-11 13:47:09,101][root][INFO] - Lr: 7.087e-03 | Epoch: [25][210/483] | Time 0.451 | Data 0.036 | Loss 0.1383 | IoU 0.556 [2021-03-11 13:47:13,580][root][INFO] - Lr: 7.084e-03 | Epoch: [25][220/483] | Time 0.450 | Data 0.036 | Loss 0.1382 | IoU 0.556 [2021-03-11 13:47:18,065][root][INFO] - Lr: 7.082e-03 | Epoch: [25][230/483] | Time 0.450 | Data 0.036 | Loss 0.1381 | IoU 0.556 [2021-03-11 13:47:22,550][root][INFO] - Lr: 7.079e-03 | Epoch: [25][240/483] | Time 0.450 | Data 0.036 | Loss 0.1380 | IoU 0.556 [2021-03-11 13:47:27,037][root][INFO] - Lr: 7.077e-03 | Epoch: [25][250/483] | Time 0.450 | Data 0.036 | Loss 0.1380 | IoU 0.556 [2021-03-11 13:47:31,518][root][INFO] - Lr: 7.074e-03 | Epoch: [25][260/483] | Time 0.450 | Data 0.036 | Loss 0.1379 | IoU 0.556 [2021-03-11 13:47:36,003][root][INFO] - Lr: 7.072e-03 | Epoch: [25][270/483] | Time 0.450 | Data 0.036 | Loss 0.1378 | IoU 0.556 [2021-03-11 13:47:40,490][root][INFO] - Lr: 7.070e-03 | Epoch: [25][280/483] | Time 0.450 | Data 0.036 | Loss 0.1377 | IoU 0.556 [2021-03-11 13:47:44,965][root][INFO] - Lr: 7.067e-03 | Epoch: [25][290/483] | Time 0.450 | Data 0.036 | Loss 0.1376 | IoU 0.556 [2021-03-11 13:47:49,436][root][INFO] - Lr: 7.065e-03 | Epoch: [25][300/483] | Time 0.450 | Data 0.036 | Loss 0.1375 | IoU 0.556 [2021-03-11 13:47:53,932][root][INFO] - Lr: 7.062e-03 | Epoch: [25][310/483] | Time 0.450 | Data 0.036 | Loss 0.1375 | IoU 0.556 [2021-03-11 13:47:58,421][root][INFO] - Lr: 7.060e-03 | Epoch: [25][320/483] | Time 0.450 | Data 0.036 | Loss 0.1374 | IoU 0.557 [2021-03-11 13:48:02,900][root][INFO] - Lr: 7.057e-03 | Epoch: [25][330/483] | Time 0.450 | Data 0.036 | Loss 0.1373 | IoU 0.557 [2021-03-11 13:48:07,389][root][INFO] - Lr: 7.055e-03 | Epoch: [25][340/483] | Time 0.450 | Data 0.036 | Loss 0.1372 | IoU 0.557 [2021-03-11 13:48:11,870][root][INFO] - Lr: 7.053e-03 | Epoch: [25][350/483] | Time 0.450 | Data 0.036 | Loss 0.1371 | IoU 0.557 [2021-03-11 13:48:16,371][root][INFO] - Lr: 7.050e-03 | Epoch: [25][360/483] | Time 0.450 | Data 0.036 | Loss 0.1371 | IoU 0.557 [2021-03-11 13:48:20,875][root][INFO] - Lr: 7.048e-03 | Epoch: [25][370/483] | Time 0.450 | Data 0.036 | Loss 0.1370 | IoU 0.557 [2021-03-11 13:48:25,369][root][INFO] - Lr: 7.045e-03 | Epoch: [25][380/483] | Time 0.450 | Data 0.035 | Loss 0.1369 | IoU 0.557 [2021-03-11 13:48:29,847][root][INFO] - Lr: 7.043e-03 | Epoch: [25][390/483] | Time 0.450 | Data 0.035 | Loss 0.1368 | IoU 0.557 [2021-03-11 13:48:34,326][root][INFO] - Lr: 7.041e-03 | Epoch: [25][400/483] | Time 0.450 | Data 0.035 | Loss 0.1367 | IoU 0.557 [2021-03-11 13:48:38,818][root][INFO] - Lr: 7.038e-03 | Epoch: [25][410/483] | Time 0.450 | Data 0.035 | Loss 0.1367 | IoU 0.557 [2021-03-11 13:48:43,300][root][INFO] - Lr: 7.036e-03 | Epoch: [25][420/483] | Time 0.450 | Data 0.035 | Loss 0.1366 | IoU 0.557 [2021-03-11 13:48:47,794][root][INFO] - Lr: 7.033e-03 | Epoch: [25][430/483] | Time 0.450 | Data 0.035 | Loss 0.1365 | IoU 0.557 [2021-03-11 13:48:52,281][root][INFO] - Lr: 7.031e-03 | Epoch: [25][440/483] | Time 0.450 | Data 0.035 | Loss 0.1364 | IoU 0.557 [2021-03-11 13:48:56,776][root][INFO] - Lr: 7.028e-03 | Epoch: [25][450/483] | Time 0.450 | Data 0.035 | Loss 0.1363 | IoU 0.557 [2021-03-11 13:49:01,276][root][INFO] - Lr: 7.026e-03 | Epoch: [25][460/483] | Time 0.450 | Data 0.035 | Loss 0.1363 | IoU 0.557 [2021-03-11 13:49:05,767][root][INFO] - Lr: 7.024e-03 | Epoch: [25][470/483] | Time 0.450 | Data 0.035 | Loss 0.1362 | IoU 0.557 [2021-03-11 13:49:10,267][root][INFO] - Lr: 7.021e-03 | Epoch: [25][480/483] | 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[2021-03-11 13:51:13,001][root][INFO] - 621/680 [2021-03-11 13:51:13,198][root][INFO] - 622/680 [2021-03-11 13:51:13,389][root][INFO] - 623/680 [2021-03-11 13:51:13,587][root][INFO] - 624/680 [2021-03-11 13:51:13,772][root][INFO] - 625/680 [2021-03-11 13:51:13,954][root][INFO] - 626/680 [2021-03-11 13:51:14,135][root][INFO] - 627/680 [2021-03-11 13:51:14,332][root][INFO] - 628/680 [2021-03-11 13:51:14,527][root][INFO] - 629/680 [2021-03-11 13:51:14,725][root][INFO] - 630/680 [2021-03-11 13:51:14,924][root][INFO] - 631/680 [2021-03-11 13:51:15,118][root][INFO] - 632/680 [2021-03-11 13:51:15,316][root][INFO] - 633/680 [2021-03-11 13:51:15,514][root][INFO] - 634/680 [2021-03-11 13:51:15,702][root][INFO] - 635/680 [2021-03-11 13:51:15,900][root][INFO] - 636/680 [2021-03-11 13:51:16,092][root][INFO] - 637/680 [2021-03-11 13:51:16,289][root][INFO] - 638/680 [2021-03-11 13:51:16,490][root][INFO] - 639/680 [2021-03-11 13:51:16,687][root][INFO] - 640/680 [2021-03-11 13:51:16,886][root][INFO] - 641/680 [2021-03-11 13:51:17,080][root][INFO] - 642/680 [2021-03-11 13:51:17,278][root][INFO] - 643/680 [2021-03-11 13:51:17,477][root][INFO] - 644/680 [2021-03-11 13:51:17,674][root][INFO] - 645/680 [2021-03-11 13:51:17,872][root][INFO] - 646/680 [2021-03-11 13:51:18,068][root][INFO] - 647/680 [2021-03-11 13:51:18,266][root][INFO] - 648/680 [2021-03-11 13:51:18,462][root][INFO] - 649/680 [2021-03-11 13:51:18,644][root][INFO] - 650/680 [2021-03-11 13:51:18,841][root][INFO] - 651/680 [2021-03-11 13:51:19,037][root][INFO] - 652/680 [2021-03-11 13:51:19,234][root][INFO] - 653/680 [2021-03-11 13:51:19,417][root][INFO] - 654/680 [2021-03-11 13:51:19,612][root][INFO] - 655/680 [2021-03-11 13:51:19,810][root][INFO] - 656/680 [2021-03-11 13:51:20,000][root][INFO] - 657/680 [2021-03-11 13:51:20,200][root][INFO] - 658/680 [2021-03-11 13:51:20,384][root][INFO] - 659/680 [2021-03-11 13:51:20,582][root][INFO] - 660/680 [2021-03-11 13:51:20,785][root][INFO] - 661/680 [2021-03-11 13:51:20,969][root][INFO] - 662/680 [2021-03-11 13:51:21,163][root][INFO] - 663/680 [2021-03-11 13:51:21,361][root][INFO] - 664/680 [2021-03-11 13:51:21,557][root][INFO] - 665/680 [2021-03-11 13:51:21,755][root][INFO] - 666/680 [2021-03-11 13:51:21,951][root][INFO] - 667/680 [2021-03-11 13:51:22,135][root][INFO] - 668/680 [2021-03-11 13:51:22,333][root][INFO] - 669/680 [2021-03-11 13:51:22,531][root][INFO] - 670/680 [2021-03-11 13:51:22,729][root][INFO] - 671/680 [2021-03-11 13:51:22,912][root][INFO] - 672/680 [2021-03-11 13:51:23,093][root][INFO] - 673/680 [2021-03-11 13:51:23,274][root][INFO] - 674/680 [2021-03-11 13:51:23,456][root][INFO] - 675/680 [2021-03-11 13:51:23,639][root][INFO] - 676/680 [2021-03-11 13:51:23,822][root][INFO] - 677/680 [2021-03-11 13:51:24,005][root][INFO] - 678/680 [2021-03-11 13:51:24,190][root][INFO] - 679/680 [2021-03-11 13:51:24,394][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.1985 IoU avg 0.510 [2021-03-11 13:51:25,456][root][INFO] - Lr: 7.020e-03 | Epoch: [26][0/483] | Time 1.012 | Data 0.557 | Loss 0.1361 | IoU 0.557 [2021-03-11 13:51:29,924][root][INFO] - Lr: 7.018e-03 | Epoch: [26][10/483] | Time 0.498 | Data 0.081 | Loss 0.1360 | IoU 0.557 [2021-03-11 13:51:34,403][root][INFO] - Lr: 7.016e-03 | Epoch: [26][20/483] | Time 0.474 | Data 0.059 | Loss 0.1359 | IoU 0.557 [2021-03-11 13:51:38,883][root][INFO] - Lr: 7.013e-03 | Epoch: [26][30/483] | Time 0.466 | Data 0.051 | Loss 0.1358 | IoU 0.557 [2021-03-11 13:51:43,360][root][INFO] - Lr: 7.011e-03 | Epoch: [26][40/483] | Time 0.461 | Data 0.047 | Loss 0.1358 | IoU 0.557 [2021-03-11 13:51:47,845][root][INFO] - Lr: 7.008e-03 | Epoch: [26][50/483] | Time 0.459 | Data 0.044 | Loss 0.1357 | IoU 0.557 [2021-03-11 13:51:52,339][root][INFO] - Lr: 7.006e-03 | Epoch: [26][60/483] | Time 0.457 | Data 0.043 | Loss 0.1356 | IoU 0.557 [2021-03-11 13:51:56,826][root][INFO] - Lr: 7.003e-03 | Epoch: [26][70/483] | Time 0.456 | Data 0.042 | Loss 0.1355 | IoU 0.557 [2021-03-11 13:52:01,308][root][INFO] - Lr: 7.001e-03 | Epoch: [26][80/483] | Time 0.455 | Data 0.041 | Loss 0.1355 | IoU 0.558 [2021-03-11 13:52:05,796][root][INFO] - Lr: 6.999e-03 | Epoch: [26][90/483] | Time 0.454 | Data 0.040 | Loss 0.1354 | IoU 0.558 [2021-03-11 13:52:10,275][root][INFO] - Lr: 6.996e-03 | Epoch: [26][100/483] | Time 0.454 | Data 0.039 | Loss 0.1353 | IoU 0.558 [2021-03-11 13:52:14,754][root][INFO] - Lr: 6.994e-03 | Epoch: [26][110/483] | Time 0.453 | Data 0.039 | Loss 0.1352 | IoU 0.558 [2021-03-11 13:52:19,233][root][INFO] - Lr: 6.991e-03 | Epoch: [26][120/483] | Time 0.453 | Data 0.039 | Loss 0.1351 | IoU 0.558 [2021-03-11 13:52:23,714][root][INFO] - Lr: 6.989e-03 | Epoch: [26][130/483] | Time 0.452 | Data 0.038 | Loss 0.1351 | IoU 0.558 [2021-03-11 13:52:28,202][root][INFO] - Lr: 6.986e-03 | Epoch: [26][140/483] | Time 0.452 | Data 0.038 | Loss 0.1350 | IoU 0.558 [2021-03-11 13:52:32,679][root][INFO] - Lr: 6.984e-03 | Epoch: [26][150/483] | Time 0.452 | Data 0.038 | Loss 0.1349 | IoU 0.558 [2021-03-11 13:52:37,160][root][INFO] - Lr: 6.982e-03 | Epoch: [26][160/483] | Time 0.452 | Data 0.037 | Loss 0.1348 | IoU 0.558 [2021-03-11 13:52:41,653][root][INFO] - Lr: 6.979e-03 | Epoch: [26][170/483] | Time 0.452 | Data 0.037 | Loss 0.1348 | IoU 0.558 [2021-03-11 13:52:46,128][root][INFO] - Lr: 6.977e-03 | Epoch: [26][180/483] | Time 0.451 | Data 0.037 | Loss 0.1347 | IoU 0.558 [2021-03-11 13:52:50,613][root][INFO] - Lr: 6.974e-03 | Epoch: [26][190/483] | Time 0.451 | Data 0.037 | Loss 0.1346 | IoU 0.558 [2021-03-11 13:52:55,109][root][INFO] - Lr: 6.972e-03 | Epoch: [26][200/483] | Time 0.451 | Data 0.037 | Loss 0.1345 | IoU 0.558 [2021-03-11 13:52:59,586][root][INFO] - Lr: 6.970e-03 | Epoch: [26][210/483] | Time 0.451 | Data 0.037 | Loss 0.1344 | IoU 0.558 [2021-03-11 13:53:04,070][root][INFO] - Lr: 6.967e-03 | Epoch: [26][220/483] | Time 0.451 | Data 0.037 | Loss 0.1344 | IoU 0.558 [2021-03-11 13:53:08,554][root][INFO] - Lr: 6.965e-03 | Epoch: [26][230/483] | Time 0.451 | Data 0.037 | Loss 0.1343 | IoU 0.558 [2021-03-11 13:53:13,028][root][INFO] - Lr: 6.962e-03 | Epoch: [26][240/483] | Time 0.451 | Data 0.036 | Loss 0.1342 | IoU 0.558 [2021-03-11 13:53:17,518][root][INFO] - Lr: 6.960e-03 | Epoch: [26][250/483] | Time 0.450 | Data 0.036 | Loss 0.1341 | IoU 0.558 [2021-03-11 13:53:21,996][root][INFO] - Lr: 6.957e-03 | Epoch: [26][260/483] | Time 0.450 | Data 0.036 | Loss 0.1341 | IoU 0.558 [2021-03-11 13:53:26,477][root][INFO] - Lr: 6.955e-03 | Epoch: [26][270/483] | Time 0.450 | Data 0.036 | Loss 0.1340 | IoU 0.558 [2021-03-11 13:53:30,967][root][INFO] - Lr: 6.953e-03 | Epoch: [26][280/483] | Time 0.450 | Data 0.036 | Loss 0.1339 | IoU 0.558 [2021-03-11 13:53:35,453][root][INFO] - Lr: 6.950e-03 | Epoch: [26][290/483] | Time 0.450 | Data 0.036 | Loss 0.1338 | IoU 0.558 [2021-03-11 13:53:39,927][root][INFO] - Lr: 6.948e-03 | Epoch: [26][300/483] | Time 0.450 | Data 0.036 | Loss 0.1337 | IoU 0.558 [2021-03-11 13:53:44,416][root][INFO] - Lr: 6.945e-03 | Epoch: [26][310/483] | Time 0.450 | Data 0.036 | Loss 0.1337 | IoU 0.558 [2021-03-11 13:53:48,894][root][INFO] - Lr: 6.943e-03 | Epoch: [26][320/483] | Time 0.450 | Data 0.036 | Loss 0.1336 | IoU 0.558 [2021-03-11 13:53:53,371][root][INFO] - Lr: 6.940e-03 | Epoch: [26][330/483] | Time 0.450 | Data 0.036 | Loss 0.1335 | IoU 0.558 [2021-03-11 13:53:57,861][root][INFO] - Lr: 6.938e-03 | Epoch: [26][340/483] | Time 0.450 | Data 0.036 | Loss 0.1334 | IoU 0.558 [2021-03-11 13:54:02,360][root][INFO] - Lr: 6.936e-03 | Epoch: [26][350/483] | Time 0.450 | Data 0.036 | Loss 0.1334 | IoU 0.559 [2021-03-11 13:54:06,840][root][INFO] - Lr: 6.933e-03 | Epoch: [26][360/483] | Time 0.450 | Data 0.036 | Loss 0.1333 | IoU 0.559 [2021-03-11 13:54:11,325][root][INFO] - Lr: 6.931e-03 | Epoch: [26][370/483] | Time 0.450 | Data 0.036 | Loss 0.1332 | IoU 0.559 [2021-03-11 13:54:15,815][root][INFO] - Lr: 6.928e-03 | Epoch: [26][380/483] | Time 0.450 | Data 0.036 | Loss 0.1331 | IoU 0.559 [2021-03-11 13:54:20,298][root][INFO] - Lr: 6.926e-03 | Epoch: [26][390/483] | Time 0.450 | Data 0.036 | Loss 0.1331 | IoU 0.559 [2021-03-11 13:54:24,791][root][INFO] - Lr: 6.923e-03 | Epoch: [26][400/483] | Time 0.450 | Data 0.036 | Loss 0.1330 | IoU 0.559 [2021-03-11 13:54:29,280][root][INFO] - Lr: 6.921e-03 | Epoch: [26][410/483] | Time 0.450 | Data 0.036 | Loss 0.1329 | IoU 0.559 [2021-03-11 13:54:33,763][root][INFO] - Lr: 6.919e-03 | Epoch: [26][420/483] | Time 0.450 | Data 0.035 | Loss 0.1328 | IoU 0.559 [2021-03-11 13:54:38,251][root][INFO] - Lr: 6.916e-03 | Epoch: [26][430/483] | Time 0.450 | Data 0.035 | Loss 0.1328 | IoU 0.559 [2021-03-11 13:54:42,726][root][INFO] - Lr: 6.914e-03 | Epoch: [26][440/483] | Time 0.450 | Data 0.035 | Loss 0.1327 | IoU 0.559 [2021-03-11 13:54:47,209][root][INFO] - Lr: 6.911e-03 | Epoch: [26][450/483] | Time 0.450 | Data 0.035 | Loss 0.1326 | IoU 0.559 [2021-03-11 13:54:51,704][root][INFO] - Lr: 6.909e-03 | Epoch: [26][460/483] | Time 0.450 | Data 0.035 | Loss 0.1325 | IoU 0.559 [2021-03-11 13:54:56,178][root][INFO] - Lr: 6.906e-03 | Epoch: [26][470/483] | Time 0.450 | Data 0.035 | Loss 0.1325 | IoU 0.559 [2021-03-11 13:55:00,658][root][INFO] - Lr: 6.904e-03 | Epoch: [26][480/483] | Time 0.450 | Data 0.035 | Loss 0.1324 | IoU 0.559 [2021-03-11 13:55:02,621][root][INFO] - Lr: 6.903e-03 | Epoch: [27][0/483] | Time 0.999 | Data 0.543 | Loss 0.1324 | IoU 0.559 [2021-03-11 13:55:07,090][root][INFO] - Lr: 6.901e-03 | Epoch: [27][10/483] | Time 0.497 | Data 0.080 | Loss 0.1323 | IoU 0.559 [2021-03-11 13:55:11,572][root][INFO] - Lr: 6.898e-03 | Epoch: [27][20/483] | Time 0.474 | Data 0.058 | Loss 0.1322 | IoU 0.559 [2021-03-11 13:55:16,054][root][INFO] - Lr: 6.896e-03 | Epoch: [27][30/483] | Time 0.466 | Data 0.050 | Loss 0.1321 | IoU 0.559 [2021-03-11 13:55:20,532][root][INFO] - Lr: 6.894e-03 | Epoch: [27][40/483] | Time 0.461 | Data 0.047 | Loss 0.1321 | IoU 0.559 [2021-03-11 13:55:25,013][root][INFO] - Lr: 6.891e-03 | Epoch: [27][50/483] | Time 0.459 | Data 0.044 | Loss 0.1320 | IoU 0.559 [2021-03-11 13:55:29,487][root][INFO] - Lr: 6.889e-03 | Epoch: [27][60/483] | Time 0.457 | Data 0.043 | Loss 0.1319 | IoU 0.559 [2021-03-11 13:55:33,977][root][INFO] - Lr: 6.886e-03 | Epoch: [27][70/483] | Time 0.456 | Data 0.041 | Loss 0.1319 | IoU 0.559 [2021-03-11 13:55:38,477][root][INFO] - Lr: 6.884e-03 | Epoch: [27][80/483] | Time 0.455 | Data 0.040 | Loss 0.1318 | IoU 0.559 [2021-03-11 13:55:42,959][root][INFO] - Lr: 6.881e-03 | Epoch: [27][90/483] | Time 0.454 | Data 0.040 | Loss 0.1317 | IoU 0.559 [2021-03-11 13:55:47,452][root][INFO] - Lr: 6.879e-03 | Epoch: [27][100/483] | Time 0.454 | Data 0.039 | Loss 0.1316 | IoU 0.559 [2021-03-11 13:55:51,952][root][INFO] - Lr: 6.877e-03 | Epoch: [27][110/483] | Time 0.453 | Data 0.039 | Loss 0.1316 | IoU 0.559 [2021-03-11 13:55:56,449][root][INFO] - Lr: 6.874e-03 | Epoch: [27][120/483] | Time 0.453 | Data 0.038 | Loss 0.1315 | IoU 0.559 [2021-03-11 13:56:00,926][root][INFO] - Lr: 6.872e-03 | Epoch: [27][130/483] | Time 0.453 | Data 0.038 | Loss 0.1314 | IoU 0.559 [2021-03-11 13:56:05,414][root][INFO] - Lr: 6.869e-03 | Epoch: [27][140/483] | Time 0.452 | Data 0.038 | Loss 0.1313 | IoU 0.559 [2021-03-11 13:56:09,901][root][INFO] - Lr: 6.867e-03 | Epoch: [27][150/483] | Time 0.452 | Data 0.038 | Loss 0.1313 | IoU 0.560 [2021-03-11 13:56:14,392][root][INFO] - Lr: 6.864e-03 | Epoch: [27][160/483] | Time 0.452 | Data 0.037 | Loss 0.1312 | IoU 0.560 [2021-03-11 13:56:18,873][root][INFO] - Lr: 6.862e-03 | Epoch: [27][170/483] | Time 0.452 | Data 0.037 | Loss 0.1311 | IoU 0.560 [2021-03-11 13:56:23,359][root][INFO] - Lr: 6.860e-03 | Epoch: [27][180/483] | Time 0.452 | Data 0.037 | Loss 0.1310 | IoU 0.560 [2021-03-11 13:56:27,845][root][INFO] - Lr: 6.857e-03 | Epoch: [27][190/483] | Time 0.451 | Data 0.037 | Loss 0.1310 | IoU 0.560 [2021-03-11 13:56:32,330][root][INFO] - Lr: 6.855e-03 | Epoch: [27][200/483] | Time 0.451 | Data 0.037 | Loss 0.1309 | IoU 0.560 [2021-03-11 13:56:36,818][root][INFO] - Lr: 6.852e-03 | Epoch: [27][210/483] | Time 0.451 | Data 0.037 | Loss 0.1308 | IoU 0.560 [2021-03-11 13:56:41,292][root][INFO] - Lr: 6.850e-03 | Epoch: [27][220/483] | Time 0.451 | Data 0.037 | Loss 0.1308 | IoU 0.560 [2021-03-11 13:56:45,778][root][INFO] - Lr: 6.847e-03 | Epoch: [27][230/483] | Time 0.451 | Data 0.036 | Loss 0.1307 | IoU 0.560 [2021-03-11 13:56:50,258][root][INFO] - Lr: 6.845e-03 | Epoch: [27][240/483] | Time 0.451 | Data 0.036 | Loss 0.1306 | IoU 0.560 [2021-03-11 13:56:54,734][root][INFO] - Lr: 6.843e-03 | Epoch: [27][250/483] | Time 0.451 | Data 0.036 | Loss 0.1305 | IoU 0.560 [2021-03-11 13:56:59,223][root][INFO] - Lr: 6.840e-03 | Epoch: [27][260/483] | Time 0.451 | Data 0.036 | Loss 0.1305 | IoU 0.560 [2021-03-11 13:57:03,710][root][INFO] - Lr: 6.838e-03 | Epoch: [27][270/483] | Time 0.451 | Data 0.036 | Loss 0.1304 | IoU 0.560 [2021-03-11 13:57:08,191][root][INFO] - Lr: 6.835e-03 | Epoch: [27][280/483] | Time 0.450 | Data 0.036 | Loss 0.1303 | IoU 0.560 [2021-03-11 13:57:12,675][root][INFO] - Lr: 6.833e-03 | Epoch: [27][290/483] | Time 0.450 | Data 0.036 | Loss 0.1302 | IoU 0.560 [2021-03-11 13:57:17,153][root][INFO] - Lr: 6.830e-03 | Epoch: [27][300/483] | Time 0.450 | Data 0.036 | Loss 0.1302 | IoU 0.560 [2021-03-11 13:57:21,635][root][INFO] - Lr: 6.828e-03 | Epoch: [27][310/483] | Time 0.450 | Data 0.036 | Loss 0.1301 | IoU 0.560 [2021-03-11 13:57:26,116][root][INFO] - Lr: 6.826e-03 | Epoch: [27][320/483] | Time 0.450 | Data 0.036 | Loss 0.1300 | IoU 0.560 [2021-03-11 13:57:30,605][root][INFO] - Lr: 6.823e-03 | Epoch: [27][330/483] | Time 0.450 | Data 0.036 | Loss 0.1300 | IoU 0.560 [2021-03-11 13:57:35,082][root][INFO] - Lr: 6.821e-03 | Epoch: [27][340/483] | Time 0.450 | Data 0.036 | Loss 0.1299 | IoU 0.560 [2021-03-11 13:57:39,571][root][INFO] - Lr: 6.818e-03 | Epoch: [27][350/483] | Time 0.450 | Data 0.036 | Loss 0.1298 | IoU 0.560 [2021-03-11 13:57:44,046][root][INFO] - Lr: 6.816e-03 | Epoch: [27][360/483] | Time 0.450 | Data 0.036 | Loss 0.1297 | IoU 0.560 [2021-03-11 13:57:48,542][root][INFO] - Lr: 6.813e-03 | Epoch: [27][370/483] | Time 0.450 | Data 0.036 | Loss 0.1297 | IoU 0.560 [2021-03-11 13:57:53,021][root][INFO] - Lr: 6.811e-03 | Epoch: [27][380/483] | Time 0.450 | Data 0.036 | Loss 0.1296 | IoU 0.560 [2021-03-11 13:57:57,499][root][INFO] - Lr: 6.809e-03 | Epoch: [27][390/483] | Time 0.450 | Data 0.036 | Loss 0.1295 | IoU 0.560 [2021-03-11 13:58:01,982][root][INFO] - Lr: 6.806e-03 | Epoch: [27][400/483] | Time 0.450 | Data 0.036 | Loss 0.1295 | IoU 0.561 [2021-03-11 13:58:06,458][root][INFO] - Lr: 6.804e-03 | Epoch: [27][410/483] | Time 0.450 | Data 0.036 | Loss 0.1294 | IoU 0.561 [2021-03-11 13:58:10,945][root][INFO] - Lr: 6.801e-03 | Epoch: [27][420/483] | Time 0.450 | Data 0.035 | Loss 0.1293 | IoU 0.561 [2021-03-11 13:58:15,432][root][INFO] - Lr: 6.799e-03 | Epoch: [27][430/483] | Time 0.450 | Data 0.035 | Loss 0.1293 | IoU 0.561 [2021-03-11 13:58:19,909][root][INFO] - Lr: 6.796e-03 | Epoch: [27][440/483] | Time 0.450 | Data 0.035 | Loss 0.1292 | IoU 0.561 [2021-03-11 13:58:24,390][root][INFO] - Lr: 6.794e-03 | Epoch: [27][450/483] | Time 0.450 | Data 0.035 | Loss 0.1291 | IoU 0.561 [2021-03-11 13:58:28,879][root][INFO] - Lr: 6.792e-03 | Epoch: [27][460/483] | Time 0.450 | Data 0.035 | Loss 0.1291 | IoU 0.561 [2021-03-11 13:58:33,351][root][INFO] - Lr: 6.789e-03 | Epoch: [27][470/483] | Time 0.450 | Data 0.035 | Loss 0.1290 | IoU 0.561 [2021-03-11 13:58:37,827][root][INFO] - Lr: 6.787e-03 | Epoch: [27][480/483] | Time 0.449 | Data 0.035 | Loss 0.1289 | IoU 0.561 [2021-03-11 13:58:39,762][root][INFO] - Lr: 6.786e-03 | Epoch: [28][0/483] | Time 0.952 | Data 0.495 | Loss 0.1289 | IoU 0.561 [2021-03-11 13:58:44,233][root][INFO] - Lr: 6.784e-03 | Epoch: [28][10/483] | Time 0.493 | Data 0.076 | Loss 0.1288 | IoU 0.561 [2021-03-11 13:58:48,711][root][INFO] - Lr: 6.781e-03 | Epoch: [28][20/483] | Time 0.471 | Data 0.056 | Loss 0.1288 | IoU 0.561 [2021-03-11 13:58:53,187][root][INFO] - Lr: 6.779e-03 | Epoch: [28][30/483] | Time 0.464 | Data 0.049 | Loss 0.1287 | IoU 0.561 [2021-03-11 13:58:57,674][root][INFO] - Lr: 6.776e-03 | Epoch: [28][40/483] | Time 0.460 | Data 0.046 | Loss 0.1286 | IoU 0.561 [2021-03-11 13:59:02,153][root][INFO] - Lr: 6.774e-03 | Epoch: [28][50/483] | Time 0.458 | Data 0.043 | Loss 0.1286 | IoU 0.561 [2021-03-11 13:59:06,632][root][INFO] - Lr: 6.771e-03 | Epoch: [28][60/483] | Time 0.456 | Data 0.042 | Loss 0.1285 | IoU 0.561 [2021-03-11 13:59:11,127][root][INFO] - Lr: 6.769e-03 | Epoch: [28][70/483] | Time 0.455 | Data 0.041 | Loss 0.1284 | IoU 0.561 [2021-03-11 13:59:15,604][root][INFO] - Lr: 6.767e-03 | Epoch: [28][80/483] | Time 0.454 | Data 0.040 | Loss 0.1283 | IoU 0.561 [2021-03-11 13:59:20,079][root][INFO] - Lr: 6.764e-03 | Epoch: [28][90/483] | Time 0.454 | Data 0.039 | Loss 0.1283 | IoU 0.561 [2021-03-11 13:59:24,558][root][INFO] - Lr: 6.762e-03 | Epoch: [28][100/483] | Time 0.453 | Data 0.039 | Loss 0.1282 | IoU 0.561 [2021-03-11 13:59:29,042][root][INFO] - Lr: 6.759e-03 | Epoch: [28][110/483] | Time 0.453 | Data 0.038 | Loss 0.1281 | IoU 0.561 [2021-03-11 13:59:33,517][root][INFO] - Lr: 6.757e-03 | Epoch: [28][120/483] | Time 0.452 | Data 0.038 | Loss 0.1281 | IoU 0.561 [2021-03-11 13:59:37,996][root][INFO] - Lr: 6.754e-03 | Epoch: [28][130/483] | Time 0.452 | Data 0.038 | Loss 0.1280 | IoU 0.561 [2021-03-11 13:59:42,463][root][INFO] - Lr: 6.752e-03 | Epoch: [28][140/483] | Time 0.451 | Data 0.038 | Loss 0.1279 | IoU 0.561 [2021-03-11 13:59:46,940][root][INFO] - Lr: 6.749e-03 | Epoch: [28][150/483] | Time 0.451 | Data 0.037 | Loss 0.1279 | IoU 0.562 [2021-03-11 13:59:51,427][root][INFO] - Lr: 6.747e-03 | Epoch: [28][160/483] | Time 0.451 | Data 0.037 | Loss 0.1278 | IoU 0.562 [2021-03-11 13:59:55,910][root][INFO] - Lr: 6.745e-03 | Epoch: [28][170/483] | Time 0.451 | Data 0.037 | Loss 0.1277 | IoU 0.562 [2021-03-11 14:00:00,394][root][INFO] - Lr: 6.742e-03 | Epoch: [28][180/483] | Time 0.451 | Data 0.037 | Loss 0.1277 | IoU 0.562 [2021-03-11 14:00:04,869][root][INFO] - Lr: 6.740e-03 | Epoch: [28][190/483] | Time 0.451 | Data 0.037 | Loss 0.1276 | IoU 0.562 [2021-03-11 14:00:09,349][root][INFO] - Lr: 6.737e-03 | Epoch: [28][200/483] | Time 0.450 | Data 0.037 | Loss 0.1275 | IoU 0.562 [2021-03-11 14:00:13,829][root][INFO] - Lr: 6.735e-03 | Epoch: [28][210/483] | Time 0.450 | Data 0.036 | Loss 0.1275 | IoU 0.562 [2021-03-11 14:00:18,303][root][INFO] - Lr: 6.732e-03 | Epoch: [28][220/483] | Time 0.450 | Data 0.036 | Loss 0.1274 | IoU 0.562 [2021-03-11 14:00:22,781][root][INFO] - Lr: 6.730e-03 | Epoch: [28][230/483] | Time 0.450 | Data 0.036 | Loss 0.1273 | IoU 0.562 [2021-03-11 14:00:27,259][root][INFO] - Lr: 6.728e-03 | Epoch: [28][240/483] | Time 0.450 | Data 0.036 | Loss 0.1273 | IoU 0.562 [2021-03-11 14:00:31,755][root][INFO] - Lr: 6.725e-03 | Epoch: [28][250/483] | Time 0.450 | Data 0.036 | Loss 0.1272 | IoU 0.562 [2021-03-11 14:00:36,229][root][INFO] - Lr: 6.723e-03 | Epoch: [28][260/483] | Time 0.450 | Data 0.036 | Loss 0.1271 | IoU 0.562 [2021-03-11 14:00:40,711][root][INFO] - Lr: 6.720e-03 | Epoch: [28][270/483] | Time 0.450 | Data 0.036 | Loss 0.1271 | IoU 0.562 [2021-03-11 14:00:45,200][root][INFO] - Lr: 6.718e-03 | Epoch: [28][280/483] | Time 0.450 | Data 0.036 | Loss 0.1270 | IoU 0.562 [2021-03-11 14:00:49,686][root][INFO] - Lr: 6.715e-03 | Epoch: [28][290/483] | Time 0.450 | Data 0.036 | Loss 0.1269 | IoU 0.562 [2021-03-11 14:00:54,166][root][INFO] - Lr: 6.713e-03 | Epoch: [28][300/483] | Time 0.450 | Data 0.036 | Loss 0.1269 | IoU 0.562 [2021-03-11 14:00:58,653][root][INFO] - Lr: 6.711e-03 | Epoch: [28][310/483] | Time 0.450 | Data 0.036 | Loss 0.1268 | IoU 0.562 [2021-03-11 14:01:03,141][root][INFO] - Lr: 6.708e-03 | Epoch: [28][320/483] | Time 0.450 | Data 0.036 | Loss 0.1267 | IoU 0.562 [2021-03-11 14:01:07,619][root][INFO] - Lr: 6.706e-03 | Epoch: [28][330/483] | Time 0.450 | Data 0.036 | Loss 0.1267 | IoU 0.562 [2021-03-11 14:01:12,097][root][INFO] - Lr: 6.703e-03 | Epoch: [28][340/483] | Time 0.450 | Data 0.036 | Loss 0.1266 | IoU 0.562 [2021-03-11 14:01:16,577][root][INFO] - Lr: 6.701e-03 | Epoch: [28][350/483] | Time 0.449 | Data 0.036 | Loss 0.1265 | IoU 0.562 [2021-03-11 14:01:21,056][root][INFO] - Lr: 6.698e-03 | Epoch: [28][360/483] | Time 0.449 | Data 0.036 | Loss 0.1265 | IoU 0.562 [2021-03-11 14:01:25,543][root][INFO] - Lr: 6.696e-03 | Epoch: [28][370/483] | Time 0.449 | Data 0.035 | Loss 0.1264 | IoU 0.562 [2021-03-11 14:01:30,029][root][INFO] - Lr: 6.693e-03 | Epoch: [28][380/483] | Time 0.449 | Data 0.035 | Loss 0.1263 | IoU 0.562 [2021-03-11 14:01:34,497][root][INFO] - Lr: 6.691e-03 | Epoch: [28][390/483] | Time 0.449 | Data 0.035 | Loss 0.1263 | IoU 0.562 [2021-03-11 14:01:38,978][root][INFO] - Lr: 6.689e-03 | Epoch: [28][400/483] | Time 0.449 | Data 0.035 | Loss 0.1262 | IoU 0.562 [2021-03-11 14:01:43,464][root][INFO] - Lr: 6.686e-03 | Epoch: [28][410/483] | Time 0.449 | Data 0.035 | Loss 0.1261 | IoU 0.562 [2021-03-11 14:01:47,948][root][INFO] - Lr: 6.684e-03 | Epoch: [28][420/483] | Time 0.449 | Data 0.035 | Loss 0.1261 | IoU 0.562 [2021-03-11 14:01:52,441][root][INFO] - Lr: 6.681e-03 | Epoch: [28][430/483] | Time 0.449 | Data 0.035 | Loss 0.1260 | IoU 0.562 [2021-03-11 14:01:56,926][root][INFO] - Lr: 6.679e-03 | Epoch: [28][440/483] | Time 0.449 | Data 0.035 | Loss 0.1259 | IoU 0.562 [2021-03-11 14:02:01,403][root][INFO] - Lr: 6.676e-03 | Epoch: [28][450/483] | Time 0.449 | Data 0.035 | Loss 0.1259 | IoU 0.562 [2021-03-11 14:02:05,892][root][INFO] - Lr: 6.674e-03 | Epoch: [28][460/483] | Time 0.449 | Data 0.035 | Loss 0.1258 | IoU 0.563 [2021-03-11 14:02:10,362][root][INFO] - Lr: 6.672e-03 | Epoch: [28][470/483] | Time 0.449 | Data 0.035 | Loss 0.1257 | IoU 0.563 [2021-03-11 14:02:14,842][root][INFO] - Lr: 6.669e-03 | Epoch: [28][480/483] | Time 0.449 | Data 0.035 | Loss 0.1257 | IoU 0.563 [2021-03-11 14:02:16,729][root][INFO] - Lr: 6.668e-03 | Epoch: [29][0/483] | Time 0.927 | Data 0.498 | Loss 0.1256 | IoU 0.563 [2021-03-11 14:02:21,203][root][INFO] - Lr: 6.666e-03 | Epoch: [29][10/483] | Time 0.491 | Data 0.076 | Loss 0.1256 | IoU 0.563 [2021-03-11 14:02:25,672][root][INFO] - Lr: 6.664e-03 | Epoch: [29][20/483] | Time 0.470 | Data 0.056 | Loss 0.1255 | IoU 0.563 [2021-03-11 14:02:30,155][root][INFO] - Lr: 6.661e-03 | Epoch: [29][30/483] | Time 0.463 | Data 0.049 | Loss 0.1254 | IoU 0.563 [2021-03-11 14:02:34,638][root][INFO] - Lr: 6.659e-03 | Epoch: [29][40/483] | Time 0.459 | Data 0.046 | Loss 0.1254 | IoU 0.563 [2021-03-11 14:02:39,113][root][INFO] - Lr: 6.656e-03 | Epoch: [29][50/483] | Time 0.457 | Data 0.043 | Loss 0.1253 | IoU 0.563 [2021-03-11 14:02:43,595][root][INFO] - Lr: 6.654e-03 | Epoch: [29][60/483] | Time 0.456 | Data 0.042 | Loss 0.1253 | IoU 0.563 [2021-03-11 14:02:48,083][root][INFO] - Lr: 6.651e-03 | Epoch: [29][70/483] | Time 0.455 | Data 0.041 | Loss 0.1252 | IoU 0.563 [2021-03-11 14:02:52,572][root][INFO] - Lr: 6.649e-03 | Epoch: [29][80/483] | Time 0.454 | Data 0.040 | Loss 0.1251 | IoU 0.563 [2021-03-11 14:02:57,060][root][INFO] - Lr: 6.646e-03 | Epoch: [29][90/483] | Time 0.453 | Data 0.039 | Loss 0.1251 | IoU 0.563 [2021-03-11 14:03:01,535][root][INFO] - Lr: 6.644e-03 | Epoch: [29][100/483] | Time 0.453 | Data 0.039 | Loss 0.1250 | IoU 0.563 [2021-03-11 14:03:06,008][root][INFO] - Lr: 6.642e-03 | Epoch: [29][110/483] | Time 0.452 | Data 0.038 | Loss 0.1249 | IoU 0.563 [2021-03-11 14:03:10,491][root][INFO] - Lr: 6.639e-03 | Epoch: [29][120/483] | Time 0.452 | Data 0.038 | Loss 0.1249 | IoU 0.563 [2021-03-11 14:03:14,965][root][INFO] - Lr: 6.637e-03 | Epoch: [29][130/483] | Time 0.452 | Data 0.038 | Loss 0.1248 | IoU 0.563 [2021-03-11 14:03:19,440][root][INFO] - Lr: 6.634e-03 | Epoch: [29][140/483] | Time 0.451 | Data 0.038 | Loss 0.1247 | IoU 0.563 [2021-03-11 14:03:23,912][root][INFO] - Lr: 6.632e-03 | Epoch: [29][150/483] | Time 0.451 | Data 0.037 | Loss 0.1247 | IoU 0.563 [2021-03-11 14:03:28,390][root][INFO] - Lr: 6.629e-03 | Epoch: [29][160/483] | Time 0.451 | Data 0.037 | Loss 0.1246 | IoU 0.563 [2021-03-11 14:03:32,891][root][INFO] - Lr: 6.627e-03 | Epoch: [29][170/483] | Time 0.451 | Data 0.037 | Loss 0.1245 | IoU 0.563 [2021-03-11 14:03:37,384][root][INFO] - Lr: 6.625e-03 | Epoch: [29][180/483] | Time 0.451 | Data 0.037 | Loss 0.1245 | IoU 0.563 [2021-03-11 14:03:41,868][root][INFO] - Lr: 6.622e-03 | Epoch: [29][190/483] | Time 0.451 | Data 0.037 | Loss 0.1244 | IoU 0.563 [2021-03-11 14:03:46,341][root][INFO] - Lr: 6.620e-03 | Epoch: [29][200/483] | Time 0.450 | Data 0.037 | Loss 0.1244 | IoU 0.563 [2021-03-11 14:03:50,827][root][INFO] - Lr: 6.617e-03 | Epoch: [29][210/483] | Time 0.450 | Data 0.036 | Loss 0.1243 | IoU 0.563 [2021-03-11 14:03:55,297][root][INFO] - Lr: 6.615e-03 | Epoch: [29][220/483] | Time 0.450 | Data 0.036 | Loss 0.1242 | IoU 0.563 [2021-03-11 14:03:59,787][root][INFO] - Lr: 6.612e-03 | Epoch: [29][230/483] | Time 0.450 | Data 0.036 | Loss 0.1242 | IoU 0.564 [2021-03-11 14:04:04,265][root][INFO] - Lr: 6.610e-03 | Epoch: [29][240/483] | Time 0.450 | Data 0.036 | Loss 0.1241 | IoU 0.564 [2021-03-11 14:04:08,745][root][INFO] - Lr: 6.607e-03 | Epoch: [29][250/483] | Time 0.450 | Data 0.036 | Loss 0.1240 | IoU 0.564 [2021-03-11 14:04:13,241][root][INFO] - Lr: 6.605e-03 | Epoch: [29][260/483] | Time 0.450 | Data 0.036 | Loss 0.1240 | IoU 0.564 [2021-03-11 14:04:17,716][root][INFO] - Lr: 6.603e-03 | Epoch: [29][270/483] | Time 0.450 | Data 0.036 | Loss 0.1239 | IoU 0.564 [2021-03-11 14:04:22,193][root][INFO] - Lr: 6.600e-03 | Epoch: [29][280/483] | Time 0.450 | Data 0.036 | Loss 0.1238 | IoU 0.564 [2021-03-11 14:04:26,689][root][INFO] - Lr: 6.598e-03 | Epoch: [29][290/483] | Time 0.450 | Data 0.036 | Loss 0.1238 | IoU 0.564 [2021-03-11 14:04:31,173][root][INFO] - Lr: 6.595e-03 | Epoch: [29][300/483] | Time 0.450 | Data 0.036 | Loss 0.1237 | IoU 0.564 [2021-03-11 14:04:35,664][root][INFO] - Lr: 6.593e-03 | Epoch: [29][310/483] | Time 0.450 | Data 0.036 | Loss 0.1237 | IoU 0.564 [2021-03-11 14:04:40,150][root][INFO] - Lr: 6.590e-03 | Epoch: [29][320/483] | Time 0.450 | Data 0.036 | Loss 0.1236 | IoU 0.564 [2021-03-11 14:04:44,629][root][INFO] - Lr: 6.588e-03 | Epoch: [29][330/483] | Time 0.450 | Data 0.036 | Loss 0.1235 | IoU 0.564 [2021-03-11 14:04:49,125][root][INFO] - Lr: 6.586e-03 | Epoch: [29][340/483] | Time 0.450 | Data 0.036 | Loss 0.1235 | IoU 0.564 [2021-03-11 14:04:53,604][root][INFO] - Lr: 6.583e-03 | Epoch: [29][350/483] | Time 0.450 | Data 0.036 | Loss 0.1234 | IoU 0.564 [2021-03-11 14:04:58,086][root][INFO] - Lr: 6.581e-03 | Epoch: [29][360/483] | Time 0.450 | Data 0.036 | Loss 0.1233 | IoU 0.564 [2021-03-11 14:05:02,573][root][INFO] - Lr: 6.578e-03 | Epoch: [29][370/483] | Time 0.450 | Data 0.036 | Loss 0.1233 | IoU 0.564 [2021-03-11 14:05:07,058][root][INFO] - Lr: 6.576e-03 | Epoch: [29][380/483] | Time 0.449 | Data 0.036 | Loss 0.1232 | IoU 0.564 [2021-03-11 14:05:11,536][root][INFO] - Lr: 6.573e-03 | Epoch: [29][390/483] | Time 0.449 | Data 0.035 | Loss 0.1232 | IoU 0.564 [2021-03-11 14:05:16,017][root][INFO] - Lr: 6.571e-03 | Epoch: [29][400/483] | Time 0.449 | Data 0.035 | Loss 0.1231 | IoU 0.564 [2021-03-11 14:05:20,499][root][INFO] - Lr: 6.568e-03 | Epoch: [29][410/483] | Time 0.449 | Data 0.035 | Loss 0.1230 | IoU 0.564 [2021-03-11 14:05:24,988][root][INFO] - Lr: 6.566e-03 | Epoch: [29][420/483] | Time 0.449 | Data 0.035 | Loss 0.1230 | IoU 0.564 [2021-03-11 14:05:29,485][root][INFO] - Lr: 6.564e-03 | Epoch: [29][430/483] | Time 0.449 | Data 0.035 | Loss 0.1229 | IoU 0.564 [2021-03-11 14:05:33,961][root][INFO] - Lr: 6.561e-03 | Epoch: [29][440/483] | Time 0.449 | Data 0.035 | Loss 0.1229 | IoU 0.564 [2021-03-11 14:05:38,444][root][INFO] - Lr: 6.559e-03 | Epoch: [29][450/483] | Time 0.449 | Data 0.035 | Loss 0.1228 | IoU 0.564 [2021-03-11 14:05:42,918][root][INFO] - Lr: 6.556e-03 | Epoch: [29][460/483] | Time 0.449 | Data 0.035 | Loss 0.1227 | IoU 0.564 [2021-03-11 14:05:47,401][root][INFO] - Lr: 6.554e-03 | Epoch: [29][470/483] | Time 0.449 | Data 0.035 | Loss 0.1227 | IoU 0.564 [2021-03-11 14:05:51,897][root][INFO] - Lr: 6.551e-03 | Epoch: [29][480/483] | Time 0.449 | Data 0.035 | Loss 0.1226 | IoU 0.564 [2021-03-11 14:05:53,819][root][INFO] - Lr: 6.551e-03 | Epoch: [30][0/483] | Time 0.955 | Data 0.524 | Loss 0.1226 | IoU 0.564 [2021-03-11 14:05:58,294][root][INFO] - Lr: 6.548e-03 | Epoch: [30][10/483] | Time 0.494 | Data 0.079 | Loss 0.1225 | IoU 0.564 [2021-03-11 14:06:02,770][root][INFO] - Lr: 6.546e-03 | Epoch: [30][20/483] | Time 0.472 | Data 0.058 | Loss 0.1225 | IoU 0.564 [2021-03-11 14:06:07,245][root][INFO] - Lr: 6.543e-03 | Epoch: [30][30/483] | Time 0.464 | Data 0.050 | Loss 0.1224 | IoU 0.564 [2021-03-11 14:06:11,738][root][INFO] - Lr: 6.541e-03 | Epoch: [30][40/483] | Time 0.460 | Data 0.046 | Loss 0.1223 | IoU 0.564 [2021-03-11 14:06:16,219][root][INFO] - Lr: 6.538e-03 | Epoch: [30][50/483] | Time 0.458 | Data 0.044 | Loss 0.1223 | IoU 0.564 [2021-03-11 14:06:20,707][root][INFO] - Lr: 6.536e-03 | Epoch: [30][60/483] | Time 0.456 | Data 0.042 | Loss 0.1222 | IoU 0.564 [2021-03-11 14:06:25,191][root][INFO] - Lr: 6.534e-03 | Epoch: [30][70/483] | Time 0.455 | Data 0.041 | Loss 0.1222 | IoU 0.565 [2021-03-11 14:06:29,678][root][INFO] - Lr: 6.531e-03 | Epoch: [30][80/483] | Time 0.454 | Data 0.040 | Loss 0.1221 | IoU 0.565 [2021-03-11 14:06:34,160][root][INFO] - Lr: 6.529e-03 | Epoch: [30][90/483] | Time 0.454 | Data 0.040 | Loss 0.1220 | IoU 0.565 [2021-03-11 14:06:38,648][root][INFO] - Lr: 6.526e-03 | Epoch: [30][100/483] | Time 0.453 | Data 0.039 | Loss 0.1220 | IoU 0.565 [2021-03-11 14:06:43,130][root][INFO] - Lr: 6.524e-03 | Epoch: [30][110/483] | Time 0.453 | Data 0.039 | Loss 0.1219 | IoU 0.565 [2021-03-11 14:06:47,612][root][INFO] - Lr: 6.521e-03 | Epoch: [30][120/483] | Time 0.452 | Data 0.038 | Loss 0.1219 | IoU 0.565 [2021-03-11 14:06:52,093][root][INFO] - Lr: 6.519e-03 | Epoch: [30][130/483] | Time 0.452 | Data 0.038 | Loss 0.1218 | IoU 0.565 [2021-03-11 14:06:56,588][root][INFO] - Lr: 6.516e-03 | Epoch: [30][140/483] | Time 0.452 | Data 0.038 | Loss 0.1217 | IoU 0.565 [2021-03-11 14:07:01,079][root][INFO] - Lr: 6.514e-03 | Epoch: [30][150/483] | Time 0.452 | Data 0.038 | Loss 0.1217 | IoU 0.565 [2021-03-11 14:07:05,561][root][INFO] - Lr: 6.512e-03 | Epoch: [30][160/483] | Time 0.452 | Data 0.037 | Loss 0.1216 | IoU 0.565 [2021-03-11 14:07:10,045][root][INFO] - Lr: 6.509e-03 | Epoch: [30][170/483] | Time 0.451 | Data 0.037 | Loss 0.1216 | IoU 0.565 [2021-03-11 14:07:14,528][root][INFO] - Lr: 6.507e-03 | Epoch: [30][180/483] | Time 0.451 | Data 0.037 | Loss 0.1215 | IoU 0.565 [2021-03-11 14:07:19,009][root][INFO] - Lr: 6.504e-03 | Epoch: [30][190/483] | Time 0.451 | Data 0.037 | Loss 0.1214 | IoU 0.565 [2021-03-11 14:07:23,487][root][INFO] - Lr: 6.502e-03 | Epoch: [30][200/483] | Time 0.451 | Data 0.037 | Loss 0.1214 | IoU 0.565 [2021-03-11 14:07:27,974][root][INFO] - Lr: 6.499e-03 | Epoch: [30][210/483] | Time 0.451 | Data 0.037 | Loss 0.1213 | IoU 0.565 [2021-03-11 14:07:32,463][root][INFO] - Lr: 6.497e-03 | Epoch: [30][220/483] | Time 0.451 | Data 0.037 | Loss 0.1213 | IoU 0.565 [2021-03-11 14:07:36,945][root][INFO] - Lr: 6.494e-03 | Epoch: [30][230/483] | Time 0.451 | Data 0.036 | Loss 0.1212 | IoU 0.565 [2021-03-11 14:07:41,431][root][INFO] - Lr: 6.492e-03 | Epoch: [30][240/483] | Time 0.450 | Data 0.036 | Loss 0.1211 | IoU 0.565 [2021-03-11 14:07:45,913][root][INFO] - Lr: 6.490e-03 | Epoch: [30][250/483] | Time 0.450 | Data 0.036 | Loss 0.1211 | IoU 0.565 [2021-03-11 14:07:50,395][root][INFO] - Lr: 6.487e-03 | Epoch: [30][260/483] | Time 0.450 | Data 0.036 | Loss 0.1210 | IoU 0.565 [2021-03-11 14:07:54,880][root][INFO] - Lr: 6.485e-03 | Epoch: [30][270/483] | Time 0.450 | Data 0.036 | Loss 0.1210 | IoU 0.565 [2021-03-11 14:07:59,361][root][INFO] - Lr: 6.482e-03 | Epoch: [30][280/483] | Time 0.450 | Data 0.036 | Loss 0.1209 | IoU 0.565 [2021-03-11 14:08:03,841][root][INFO] - Lr: 6.480e-03 | Epoch: [30][290/483] | Time 0.450 | Data 0.036 | Loss 0.1208 | IoU 0.565 [2021-03-11 14:08:08,334][root][INFO] - Lr: 6.477e-03 | Epoch: [30][300/483] | Time 0.450 | Data 0.036 | Loss 0.1208 | IoU 0.565 [2021-03-11 14:08:12,838][root][INFO] - Lr: 6.475e-03 | Epoch: [30][310/483] | Time 0.450 | Data 0.036 | Loss 0.1207 | IoU 0.565 [2021-03-11 14:08:17,322][root][INFO] - Lr: 6.472e-03 | Epoch: [30][320/483] | Time 0.450 | Data 0.036 | Loss 0.1207 | IoU 0.565 [2021-03-11 14:08:21,802][root][INFO] - Lr: 6.470e-03 | Epoch: [30][330/483] | Time 0.450 | Data 0.036 | Loss 0.1206 | IoU 0.565 [2021-03-11 14:08:26,293][root][INFO] - Lr: 6.468e-03 | Epoch: [30][340/483] | Time 0.450 | Data 0.036 | Loss 0.1205 | IoU 0.566 [2021-03-11 14:08:30,776][root][INFO] - Lr: 6.465e-03 | Epoch: [30][350/483] | Time 0.450 | Data 0.036 | Loss 0.1205 | IoU 0.566 [2021-03-11 14:08:35,261][root][INFO] - Lr: 6.463e-03 | Epoch: [30][360/483] | Time 0.450 | Data 0.036 | Loss 0.1204 | IoU 0.566 [2021-03-11 14:08:39,742][root][INFO] - Lr: 6.460e-03 | Epoch: [30][370/483] | Time 0.450 | Data 0.036 | Loss 0.1204 | IoU 0.566 [2021-03-11 14:08:44,232][root][INFO] - Lr: 6.458e-03 | Epoch: [30][380/483] | Time 0.450 | Data 0.036 | Loss 0.1203 | IoU 0.566 [2021-03-11 14:08:48,729][root][INFO] - Lr: 6.455e-03 | Epoch: [30][390/483] | Time 0.450 | Data 0.036 | Loss 0.1203 | IoU 0.566 [2021-03-11 14:08:53,214][root][INFO] - Lr: 6.453e-03 | Epoch: [30][400/483] | Time 0.450 | Data 0.036 | Loss 0.1202 | IoU 0.566 [2021-03-11 14:08:57,694][root][INFO] - Lr: 6.450e-03 | Epoch: [30][410/483] | Time 0.450 | Data 0.036 | Loss 0.1201 | IoU 0.566 [2021-03-11 14:09:02,175][root][INFO] - Lr: 6.448e-03 | Epoch: [30][420/483] | Time 0.450 | Data 0.035 | Loss 0.1201 | IoU 0.566 [2021-03-11 14:09:06,648][root][INFO] - Lr: 6.446e-03 | Epoch: [30][430/483] | Time 0.450 | Data 0.035 | Loss 0.1200 | IoU 0.566 [2021-03-11 14:09:11,142][root][INFO] - Lr: 6.443e-03 | Epoch: [30][440/483] | Time 0.450 | Data 0.035 | Loss 0.1200 | IoU 0.566 [2021-03-11 14:09:15,626][root][INFO] - Lr: 6.441e-03 | Epoch: [30][450/483] | Time 0.450 | Data 0.035 | Loss 0.1199 | IoU 0.566 [2021-03-11 14:09:20,100][root][INFO] - Lr: 6.438e-03 | Epoch: [30][460/483] | Time 0.450 | Data 0.035 | Loss 0.1198 | IoU 0.566 [2021-03-11 14:09:24,583][root][INFO] - Lr: 6.436e-03 | Epoch: [30][470/483] | Time 0.450 | Data 0.035 | Loss 0.1198 | IoU 0.566 [2021-03-11 14:09:29,074][root][INFO] - Lr: 6.433e-03 | Epoch: [30][480/483] | Time 0.449 | Data 0.035 | Loss 0.1197 | IoU 0.566 [2021-03-11 14:09:30,550][root][INFO] - 0/680 [2021-03-11 14:09:30,790][root][INFO] - 1/680 [2021-03-11 14:09:30,992][root][INFO] - 2/680 [2021-03-11 14:09:31,190][root][INFO] - 3/680 [2021-03-11 14:09:31,390][root][INFO] - 4/680 [2021-03-11 14:09:31,591][root][INFO] - 5/680 [2021-03-11 14:09:31,789][root][INFO] - 6/680 [2021-03-11 14:09:31,983][root][INFO] - 7/680 [2021-03-11 14:09:32,168][root][INFO] - 8/680 [2021-03-11 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651/680 [2021-03-11 14:11:38,884][root][INFO] - 652/680 [2021-03-11 14:11:39,080][root][INFO] - 653/680 [2021-03-11 14:11:39,275][root][INFO] - 654/680 [2021-03-11 14:11:39,474][root][INFO] - 655/680 [2021-03-11 14:11:39,673][root][INFO] - 656/680 [2021-03-11 14:11:39,871][root][INFO] - 657/680 [2021-03-11 14:11:40,068][root][INFO] - 658/680 [2021-03-11 14:11:40,267][root][INFO] - 659/680 [2021-03-11 14:11:40,458][root][INFO] - 660/680 [2021-03-11 14:11:40,656][root][INFO] - 661/680 [2021-03-11 14:11:40,853][root][INFO] - 662/680 [2021-03-11 14:11:41,049][root][INFO] - 663/680 [2021-03-11 14:11:41,245][root][INFO] - 664/680 [2021-03-11 14:11:41,447][root][INFO] - 665/680 [2021-03-11 14:11:41,638][root][INFO] - 666/680 [2021-03-11 14:11:41,836][root][INFO] - 667/680 [2021-03-11 14:11:42,032][root][INFO] - 668/680 [2021-03-11 14:11:42,233][root][INFO] - 669/680 [2021-03-11 14:11:42,428][root][INFO] - 670/680 [2021-03-11 14:11:42,625][root][INFO] - 671/680 [2021-03-11 14:11:42,808][root][INFO] - 672/680 [2021-03-11 14:11:42,991][root][INFO] - 673/680 [2021-03-11 14:11:43,173][root][INFO] - 674/680 [2021-03-11 14:11:43,355][root][INFO] - 675/680 [2021-03-11 14:11:43,538][root][INFO] - 676/680 [2021-03-11 14:11:43,721][root][INFO] - 677/680 [2021-03-11 14:11:43,904][root][INFO] - 678/680 [2021-03-11 14:11:44,086][root][INFO] - 679/680 [2021-03-11 14:11:44,287][root][INFO] - Validation set: Time avg per batch 0.197 Loss avg 1.2151 IoU avg 0.511 [2021-03-11 14:11:45,292][root][INFO] - Lr: 6.433e-03 | Epoch: [31][0/483] | Time 0.955 | Data 0.492 | Loss 0.1197 | IoU 0.566 [2021-03-11 14:11:49,762][root][INFO] - Lr: 6.430e-03 | Epoch: [31][10/483] | Time 0.493 | Data 0.076 | Loss 0.1197 | IoU 0.566 [2021-03-11 14:11:54,234][root][INFO] - Lr: 6.428e-03 | Epoch: [31][20/483] | Time 0.471 | Data 0.056 | Loss 0.1196 | IoU 0.566 [2021-03-11 14:11:58,705][root][INFO] - Lr: 6.425e-03 | Epoch: [31][30/483] | Time 0.463 | Data 0.049 | Loss 0.1195 | IoU 0.566 [2021-03-11 14:12:03,172][root][INFO] - Lr: 6.423e-03 | Epoch: [31][40/483] | Time 0.459 | Data 0.045 | Loss 0.1195 | IoU 0.566 [2021-03-11 14:12:07,655][root][INFO] - Lr: 6.420e-03 | Epoch: [31][50/483] | Time 0.457 | Data 0.043 | Loss 0.1194 | IoU 0.566 [2021-03-11 14:12:12,138][root][INFO] - Lr: 6.418e-03 | Epoch: [31][60/483] | Time 0.456 | Data 0.042 | Loss 0.1194 | IoU 0.566 [2021-03-11 14:12:16,628][root][INFO] - Lr: 6.415e-03 | Epoch: [31][70/483] | Time 0.455 | Data 0.041 | Loss 0.1193 | IoU 0.566 [2021-03-11 14:12:21,110][root][INFO] - Lr: 6.413e-03 | Epoch: [31][80/483] | Time 0.454 | Data 0.040 | Loss 0.1193 | IoU 0.566 [2021-03-11 14:12:25,581][root][INFO] - Lr: 6.411e-03 | Epoch: [31][90/483] | Time 0.453 | Data 0.039 | Loss 0.1192 | IoU 0.566 [2021-03-11 14:12:30,064][root][INFO] - Lr: 6.408e-03 | Epoch: [31][100/483] | Time 0.453 | Data 0.039 | Loss 0.1192 | IoU 0.566 [2021-03-11 14:12:34,547][root][INFO] - Lr: 6.406e-03 | Epoch: [31][110/483] | Time 0.452 | Data 0.038 | Loss 0.1191 | IoU 0.566 [2021-03-11 14:12:39,022][root][INFO] - Lr: 6.403e-03 | Epoch: [31][120/483] | Time 0.452 | Data 0.038 | Loss 0.1190 | IoU 0.566 [2021-03-11 14:12:43,509][root][INFO] - Lr: 6.401e-03 | Epoch: [31][130/483] | Time 0.452 | Data 0.038 | Loss 0.1190 | IoU 0.566 [2021-03-11 14:12:47,989][root][INFO] - Lr: 6.398e-03 | Epoch: [31][140/483] | Time 0.451 | Data 0.038 | Loss 0.1189 | IoU 0.566 [2021-03-11 14:12:52,465][root][INFO] - Lr: 6.396e-03 | Epoch: [31][150/483] | Time 0.451 | Data 0.037 | Loss 0.1189 | IoU 0.566 [2021-03-11 14:12:56,954][root][INFO] - Lr: 6.393e-03 | Epoch: [31][160/483] | Time 0.451 | Data 0.037 | Loss 0.1188 | IoU 0.567 [2021-03-11 14:13:01,425][root][INFO] - Lr: 6.391e-03 | Epoch: [31][170/483] | Time 0.451 | Data 0.037 | Loss 0.1187 | IoU 0.567 [2021-03-11 14:13:05,907][root][INFO] - Lr: 6.389e-03 | Epoch: [31][180/483] | Time 0.451 | Data 0.037 | Loss 0.1187 | IoU 0.567 [2021-03-11 14:13:10,393][root][INFO] - Lr: 6.386e-03 | Epoch: [31][190/483] | Time 0.451 | Data 0.037 | Loss 0.1186 | IoU 0.567 [2021-03-11 14:13:14,882][root][INFO] - Lr: 6.384e-03 | Epoch: [31][200/483] | Time 0.450 | Data 0.037 | Loss 0.1186 | IoU 0.567 [2021-03-11 14:13:19,363][root][INFO] - Lr: 6.381e-03 | Epoch: [31][210/483] | Time 0.450 | Data 0.037 | Loss 0.1185 | IoU 0.567 [2021-03-11 14:13:23,863][root][INFO] - Lr: 6.379e-03 | Epoch: [31][220/483] | Time 0.450 | Data 0.036 | Loss 0.1185 | IoU 0.567 [2021-03-11 14:13:28,337][root][INFO] - Lr: 6.376e-03 | Epoch: [31][230/483] | Time 0.450 | Data 0.036 | Loss 0.1184 | IoU 0.567 [2021-03-11 14:13:32,825][root][INFO] - Lr: 6.374e-03 | Epoch: [31][240/483] | Time 0.450 | Data 0.036 | Loss 0.1184 | IoU 0.567 [2021-03-11 14:13:37,303][root][INFO] - Lr: 6.371e-03 | Epoch: [31][250/483] | Time 0.450 | Data 0.036 | Loss 0.1183 | IoU 0.567 [2021-03-11 14:13:41,789][root][INFO] - Lr: 6.369e-03 | Epoch: [31][260/483] | Time 0.450 | Data 0.036 | Loss 0.1182 | IoU 0.567 [2021-03-11 14:13:46,270][root][INFO] - Lr: 6.366e-03 | Epoch: [31][270/483] | Time 0.450 | Data 0.036 | Loss 0.1182 | IoU 0.567 [2021-03-11 14:13:50,752][root][INFO] - Lr: 6.364e-03 | Epoch: [31][280/483] | Time 0.450 | Data 0.036 | Loss 0.1181 | IoU 0.567 [2021-03-11 14:13:55,245][root][INFO] - Lr: 6.362e-03 | Epoch: [31][290/483] | Time 0.450 | Data 0.036 | Loss 0.1181 | IoU 0.567 [2021-03-11 14:13:59,736][root][INFO] - Lr: 6.359e-03 | Epoch: [31][300/483] | Time 0.450 | Data 0.036 | Loss 0.1180 | IoU 0.567 [2021-03-11 14:14:04,216][root][INFO] - Lr: 6.357e-03 | Epoch: [31][310/483] | Time 0.450 | Data 0.036 | Loss 0.1180 | IoU 0.567 [2021-03-11 14:14:08,698][root][INFO] - Lr: 6.354e-03 | Epoch: [31][320/483] | Time 0.450 | Data 0.036 | Loss 0.1179 | IoU 0.567 [2021-03-11 14:14:13,189][root][INFO] - Lr: 6.352e-03 | Epoch: [31][330/483] | Time 0.450 | Data 0.036 | Loss 0.1178 | IoU 0.567 [2021-03-11 14:14:17,672][root][INFO] - Lr: 6.349e-03 | Epoch: [31][340/483] | Time 0.450 | Data 0.036 | Loss 0.1178 | IoU 0.567 [2021-03-11 14:14:22,152][root][INFO] - Lr: 6.347e-03 | Epoch: [31][350/483] | Time 0.450 | Data 0.036 | Loss 0.1177 | IoU 0.567 [2021-03-11 14:14:26,631][root][INFO] - Lr: 6.344e-03 | Epoch: [31][360/483] | Time 0.450 | Data 0.036 | Loss 0.1177 | IoU 0.567 [2021-03-11 14:14:31,112][root][INFO] - Lr: 6.342e-03 | Epoch: [31][370/483] | Time 0.450 | Data 0.036 | Loss 0.1176 | IoU 0.567 [2021-03-11 14:14:35,588][root][INFO] - Lr: 6.340e-03 | Epoch: [31][380/483] | Time 0.449 | Data 0.036 | Loss 0.1176 | IoU 0.567 [2021-03-11 14:14:40,060][root][INFO] - Lr: 6.337e-03 | Epoch: [31][390/483] | Time 0.449 | Data 0.035 | Loss 0.1175 | IoU 0.567 [2021-03-11 14:14:44,538][root][INFO] - Lr: 6.335e-03 | Epoch: [31][400/483] | Time 0.449 | Data 0.035 | Loss 0.1175 | IoU 0.567 [2021-03-11 14:14:49,019][root][INFO] - Lr: 6.332e-03 | Epoch: [31][410/483] | Time 0.449 | Data 0.035 | Loss 0.1174 | IoU 0.567 [2021-03-11 14:14:53,502][root][INFO] - Lr: 6.330e-03 | Epoch: [31][420/483] | Time 0.449 | Data 0.035 | Loss 0.1174 | IoU 0.567 [2021-03-11 14:14:57,987][root][INFO] - Lr: 6.327e-03 | Epoch: [31][430/483] | Time 0.449 | Data 0.035 | Loss 0.1173 | IoU 0.567 [2021-03-11 14:15:02,467][root][INFO] - Lr: 6.325e-03 | Epoch: [31][440/483] | Time 0.449 | Data 0.035 | Loss 0.1172 | IoU 0.567 [2021-03-11 14:15:06,937][root][INFO] - Lr: 6.322e-03 | Epoch: [31][450/483] | Time 0.449 | Data 0.035 | Loss 0.1172 | IoU 0.567 [2021-03-11 14:15:11,416][root][INFO] - Lr: 6.320e-03 | Epoch: [31][460/483] | Time 0.449 | Data 0.035 | Loss 0.1171 | IoU 0.567 [2021-03-11 14:15:15,896][root][INFO] - Lr: 6.317e-03 | Epoch: [31][470/483] | Time 0.449 | Data 0.035 | Loss 0.1171 | IoU 0.567 [2021-03-11 14:15:20,373][root][INFO] - Lr: 6.315e-03 | Epoch: [31][480/483] | Time 0.449 | Data 0.035 | Loss 0.1170 | IoU 0.567 [2021-03-11 14:15:22,374][root][INFO] - Lr: 6.314e-03 | Epoch: [32][0/483] | Time 1.009 | Data 0.556 | Loss 0.1170 | IoU 0.567 [2021-03-11 14:15:26,851][root][INFO] - Lr: 6.312e-03 | Epoch: [32][10/483] | Time 0.499 | Data 0.082 | Loss 0.1170 | IoU 0.567 [2021-03-11 14:15:31,330][root][INFO] - Lr: 6.309e-03 | Epoch: [32][20/483] | Time 0.475 | Data 0.059 | Loss 0.1169 | IoU 0.567 [2021-03-11 14:15:35,809][root][INFO] - Lr: 6.307e-03 | Epoch: [32][30/483] | Time 0.466 | Data 0.051 | Loss 0.1168 | IoU 0.568 [2021-03-11 14:15:40,285][root][INFO] - Lr: 6.305e-03 | Epoch: [32][40/483] | Time 0.461 | Data 0.047 | Loss 0.1168 | IoU 0.568 [2021-03-11 14:15:44,766][root][INFO] - Lr: 6.302e-03 | Epoch: [32][50/483] | Time 0.459 | Data 0.044 | Loss 0.1167 | IoU 0.568 [2021-03-11 14:15:49,251][root][INFO] - Lr: 6.300e-03 | Epoch: [32][60/483] | Time 0.457 | Data 0.043 | Loss 0.1167 | IoU 0.568 [2021-03-11 14:15:53,737][root][INFO] - Lr: 6.297e-03 | Epoch: [32][70/483] | Time 0.456 | Data 0.042 | Loss 0.1166 | IoU 0.568 [2021-03-11 14:15:58,213][root][INFO] - Lr: 6.295e-03 | Epoch: [32][80/483] | Time 0.455 | Data 0.041 | Loss 0.1166 | IoU 0.568 [2021-03-11 14:16:02,699][root][INFO] - Lr: 6.292e-03 | Epoch: [32][90/483] | Time 0.454 | Data 0.040 | Loss 0.1165 | IoU 0.568 [2021-03-11 14:16:07,183][root][INFO] - Lr: 6.290e-03 | Epoch: [32][100/483] | Time 0.454 | Data 0.039 | Loss 0.1165 | IoU 0.568 [2021-03-11 14:16:11,662][root][INFO] - Lr: 6.287e-03 | Epoch: [32][110/483] | Time 0.453 | Data 0.039 | Loss 0.1164 | IoU 0.568 [2021-03-11 14:16:16,149][root][INFO] - Lr: 6.285e-03 | Epoch: [32][120/483] | Time 0.453 | Data 0.039 | Loss 0.1164 | IoU 0.568 [2021-03-11 14:16:20,630][root][INFO] - Lr: 6.282e-03 | Epoch: [32][130/483] | Time 0.452 | Data 0.038 | Loss 0.1163 | IoU 0.568 [2021-03-11 14:16:25,113][root][INFO] - Lr: 6.280e-03 | Epoch: [32][140/483] | Time 0.452 | Data 0.038 | Loss 0.1163 | IoU 0.568 [2021-03-11 14:16:29,606][root][INFO] - Lr: 6.278e-03 | Epoch: [32][150/483] | Time 0.452 | Data 0.038 | Loss 0.1162 | IoU 0.568 [2021-03-11 14:16:34,082][root][INFO] - Lr: 6.275e-03 | Epoch: [32][160/483] | Time 0.452 | Data 0.037 | Loss 0.1161 | IoU 0.568 [2021-03-11 14:16:38,578][root][INFO] - Lr: 6.273e-03 | Epoch: [32][170/483] | Time 0.452 | Data 0.037 | Loss 0.1161 | IoU 0.568 [2021-03-11 14:16:43,072][root][INFO] - Lr: 6.270e-03 | Epoch: [32][180/483] | Time 0.451 | Data 0.037 | Loss 0.1160 | IoU 0.568 [2021-03-11 14:16:47,560][root][INFO] - Lr: 6.268e-03 | Epoch: [32][190/483] | Time 0.451 | Data 0.037 | Loss 0.1160 | IoU 0.568 [2021-03-11 14:16:52,052][root][INFO] - Lr: 6.265e-03 | Epoch: [32][200/483] | Time 0.451 | Data 0.037 | Loss 0.1159 | IoU 0.568 [2021-03-11 14:16:56,547][root][INFO] - Lr: 6.263e-03 | Epoch: [32][210/483] | Time 0.451 | Data 0.037 | Loss 0.1159 | IoU 0.568 [2021-03-11 14:17:01,026][root][INFO] - Lr: 6.260e-03 | Epoch: [32][220/483] | Time 0.451 | Data 0.037 | Loss 0.1158 | IoU 0.568 [2021-03-11 14:17:05,508][root][INFO] - Lr: 6.258e-03 | Epoch: [32][230/483] | Time 0.451 | Data 0.037 | Loss 0.1158 | IoU 0.568 [2021-03-11 14:17:09,995][root][INFO] - Lr: 6.255e-03 | Epoch: [32][240/483] | Time 0.451 | Data 0.036 | Loss 0.1157 | IoU 0.568 [2021-03-11 14:17:14,472][root][INFO] - Lr: 6.253e-03 | Epoch: [32][250/483] | Time 0.451 | Data 0.036 | Loss 0.1157 | IoU 0.568 [2021-03-11 14:17:18,955][root][INFO] - Lr: 6.251e-03 | Epoch: [32][260/483] | Time 0.451 | Data 0.036 | Loss 0.1156 | IoU 0.568 [2021-03-11 14:17:23,436][root][INFO] - Lr: 6.248e-03 | Epoch: [32][270/483] | Time 0.450 | Data 0.036 | Loss 0.1156 | IoU 0.568 [2021-03-11 14:17:27,914][root][INFO] - Lr: 6.246e-03 | Epoch: [32][280/483] | Time 0.450 | Data 0.036 | Loss 0.1155 | IoU 0.568 [2021-03-11 14:17:32,386][root][INFO] - Lr: 6.243e-03 | Epoch: [32][290/483] | Time 0.450 | Data 0.036 | Loss 0.1155 | IoU 0.568 [2021-03-11 14:17:36,879][root][INFO] - Lr: 6.241e-03 | Epoch: [32][300/483] | Time 0.450 | Data 0.036 | Loss 0.1154 | IoU 0.568 [2021-03-11 14:17:41,369][root][INFO] - Lr: 6.238e-03 | Epoch: [32][310/483] | Time 0.450 | Data 0.036 | Loss 0.1154 | IoU 0.568 [2021-03-11 14:17:45,857][root][INFO] - Lr: 6.236e-03 | Epoch: [32][320/483] | Time 0.450 | Data 0.036 | Loss 0.1153 | IoU 0.568 [2021-03-11 14:17:50,339][root][INFO] - Lr: 6.233e-03 | Epoch: [32][330/483] | Time 0.450 | Data 0.036 | Loss 0.1152 | IoU 0.568 [2021-03-11 14:17:54,820][root][INFO] - Lr: 6.231e-03 | Epoch: [32][340/483] | Time 0.450 | Data 0.036 | Loss 0.1152 | IoU 0.569 [2021-03-11 14:17:59,301][root][INFO] - Lr: 6.228e-03 | Epoch: [32][350/483] | Time 0.450 | Data 0.036 | Loss 0.1151 | IoU 0.569 [2021-03-11 14:18:03,776][root][INFO] - Lr: 6.226e-03 | Epoch: [32][360/483] | Time 0.450 | Data 0.036 | Loss 0.1151 | IoU 0.569 [2021-03-11 14:18:08,265][root][INFO] - Lr: 6.224e-03 | Epoch: [32][370/483] | Time 0.450 | Data 0.036 | Loss 0.1150 | IoU 0.569 [2021-03-11 14:18:12,757][root][INFO] - Lr: 6.221e-03 | Epoch: [32][380/483] | Time 0.450 | Data 0.036 | Loss 0.1150 | IoU 0.569 [2021-03-11 14:18:17,244][root][INFO] - Lr: 6.219e-03 | Epoch: [32][390/483] | Time 0.450 | Data 0.036 | Loss 0.1149 | IoU 0.569 [2021-03-11 14:18:21,718][root][INFO] - Lr: 6.216e-03 | Epoch: [32][400/483] | Time 0.450 | Data 0.036 | Loss 0.1149 | IoU 0.569 [2021-03-11 14:18:26,201][root][INFO] - Lr: 6.214e-03 | Epoch: [32][410/483] | Time 0.450 | Data 0.036 | Loss 0.1148 | IoU 0.569 [2021-03-11 14:18:30,678][root][INFO] - Lr: 6.211e-03 | Epoch: [32][420/483] | Time 0.450 | Data 0.036 | Loss 0.1148 | IoU 0.569 [2021-03-11 14:18:35,164][root][INFO] - Lr: 6.209e-03 | Epoch: [32][430/483] | Time 0.450 | Data 0.035 | Loss 0.1147 | IoU 0.569 [2021-03-11 14:18:39,647][root][INFO] - Lr: 6.206e-03 | Epoch: [32][440/483] | Time 0.450 | Data 0.035 | Loss 0.1147 | IoU 0.569 [2021-03-11 14:18:44,128][root][INFO] - Lr: 6.204e-03 | Epoch: [32][450/483] | Time 0.450 | Data 0.035 | Loss 0.1146 | IoU 0.569 [2021-03-11 14:18:48,615][root][INFO] - Lr: 6.201e-03 | Epoch: [32][460/483] | Time 0.450 | Data 0.035 | Loss 0.1146 | IoU 0.569 [2021-03-11 14:18:53,116][root][INFO] - Lr: 6.199e-03 | Epoch: [32][470/483] | Time 0.450 | Data 0.035 | Loss 0.1145 | IoU 0.569 [2021-03-11 14:18:57,596][root][INFO] - Lr: 6.197e-03 | Epoch: [32][480/483] | Time 0.450 | Data 0.035 | Loss 0.1145 | IoU 0.569 [2021-03-11 14:18:59,523][root][INFO] - Lr: 6.196e-03 | Epoch: [33][0/483] | Time 0.952 | Data 0.499 | Loss 0.1145 | IoU 0.569 [2021-03-11 14:19:04,008][root][INFO] - Lr: 6.193e-03 | Epoch: [33][10/483] | Time 0.494 | Data 0.077 | Loss 0.1144 | IoU 0.569 [2021-03-11 14:19:08,493][root][INFO] - Lr: 6.191e-03 | Epoch: [33][20/483] | Time 0.473 | Data 0.056 | Loss 0.1143 | IoU 0.569 [2021-03-11 14:19:12,979][root][INFO] - Lr: 6.188e-03 | Epoch: [33][30/483] | Time 0.465 | Data 0.049 | Loss 0.1143 | IoU 0.569 [2021-03-11 14:19:17,459][root][INFO] - Lr: 6.186e-03 | Epoch: [33][40/483] | Time 0.461 | Data 0.046 | Loss 0.1142 | IoU 0.569 [2021-03-11 14:19:21,944][root][INFO] - Lr: 6.184e-03 | Epoch: [33][50/483] | Time 0.458 | Data 0.043 | Loss 0.1142 | IoU 0.569 [2021-03-11 14:19:26,427][root][INFO] - Lr: 6.181e-03 | Epoch: [33][60/483] | Time 0.457 | Data 0.042 | Loss 0.1141 | IoU 0.569 [2021-03-11 14:19:30,908][root][INFO] - Lr: 6.179e-03 | Epoch: [33][70/483] | Time 0.455 | Data 0.041 | Loss 0.1141 | IoU 0.569 [2021-03-11 14:19:35,391][root][INFO] - Lr: 6.176e-03 | Epoch: [33][80/483] | Time 0.455 | Data 0.040 | Loss 0.1140 | IoU 0.569 [2021-03-11 14:19:39,868][root][INFO] - Lr: 6.174e-03 | Epoch: [33][90/483] | Time 0.454 | Data 0.039 | Loss 0.1140 | IoU 0.569 [2021-03-11 14:19:44,347][root][INFO] - Lr: 6.171e-03 | Epoch: [33][100/483] | Time 0.453 | Data 0.039 | Loss 0.1139 | IoU 0.569 [2021-03-11 14:19:48,822][root][INFO] - Lr: 6.169e-03 | Epoch: [33][110/483] | Time 0.453 | Data 0.038 | Loss 0.1139 | IoU 0.569 [2021-03-11 14:19:53,300][root][INFO] - Lr: 6.166e-03 | Epoch: [33][120/483] | Time 0.452 | Data 0.038 | Loss 0.1138 | IoU 0.569 [2021-03-11 14:19:57,777][root][INFO] - Lr: 6.164e-03 | Epoch: [33][130/483] | Time 0.452 | Data 0.038 | Loss 0.1138 | IoU 0.569 [2021-03-11 14:20:02,251][root][INFO] - Lr: 6.161e-03 | Epoch: [33][140/483] | Time 0.452 | Data 0.038 | Loss 0.1137 | IoU 0.569 [2021-03-11 14:20:06,739][root][INFO] - Lr: 6.159e-03 | Epoch: [33][150/483] | Time 0.451 | Data 0.037 | Loss 0.1137 | IoU 0.569 [2021-03-11 14:20:11,217][root][INFO] - Lr: 6.156e-03 | Epoch: [33][160/483] | Time 0.451 | Data 0.037 | Loss 0.1136 | IoU 0.569 [2021-03-11 14:20:15,717][root][INFO] - Lr: 6.154e-03 | Epoch: [33][170/483] | Time 0.451 | Data 0.037 | Loss 0.1136 | IoU 0.569 [2021-03-11 14:20:20,199][root][INFO] - Lr: 6.152e-03 | Epoch: [33][180/483] | Time 0.451 | Data 0.037 | Loss 0.1135 | IoU 0.569 [2021-03-11 14:20:24,680][root][INFO] - Lr: 6.149e-03 | Epoch: [33][190/483] | Time 0.451 | Data 0.037 | Loss 0.1135 | IoU 0.569 [2021-03-11 14:20:29,158][root][INFO] - Lr: 6.147e-03 | Epoch: [33][200/483] | Time 0.451 | Data 0.037 | Loss 0.1134 | IoU 0.569 [2021-03-11 14:20:33,660][root][INFO] - Lr: 6.144e-03 | Epoch: [33][210/483] | Time 0.451 | Data 0.036 | Loss 0.1134 | IoU 0.569 [2021-03-11 14:20:38,136][root][INFO] - Lr: 6.142e-03 | Epoch: [33][220/483] | Time 0.451 | Data 0.036 | Loss 0.1133 | IoU 0.570 [2021-03-11 14:20:42,621][root][INFO] - Lr: 6.139e-03 | Epoch: [33][230/483] | Time 0.450 | Data 0.036 | Loss 0.1133 | IoU 0.570 [2021-03-11 14:20:47,115][root][INFO] - Lr: 6.137e-03 | Epoch: [33][240/483] | Time 0.450 | Data 0.036 | Loss 0.1132 | IoU 0.570 [2021-03-11 14:20:51,610][root][INFO] - Lr: 6.134e-03 | Epoch: [33][250/483] | Time 0.450 | Data 0.036 | Loss 0.1132 | IoU 0.570 [2021-03-11 14:20:56,088][root][INFO] - Lr: 6.132e-03 | Epoch: [33][260/483] | Time 0.450 | Data 0.036 | Loss 0.1131 | IoU 0.570 [2021-03-11 14:21:00,571][root][INFO] - Lr: 6.129e-03 | Epoch: [33][270/483] | Time 0.450 | Data 0.036 | Loss 0.1131 | IoU 0.570 [2021-03-11 14:21:05,047][root][INFO] - Lr: 6.127e-03 | Epoch: [33][280/483] | Time 0.450 | Data 0.036 | Loss 0.1130 | IoU 0.570 [2021-03-11 14:21:09,529][root][INFO] - Lr: 6.125e-03 | Epoch: [33][290/483] | Time 0.450 | Data 0.036 | Loss 0.1130 | IoU 0.570 [2021-03-11 14:21:14,010][root][INFO] - Lr: 6.122e-03 | Epoch: [33][300/483] | Time 0.450 | Data 0.036 | Loss 0.1129 | IoU 0.570 [2021-03-11 14:21:18,484][root][INFO] - Lr: 6.120e-03 | Epoch: [33][310/483] | Time 0.450 | Data 0.036 | Loss 0.1129 | IoU 0.570 [2021-03-11 14:21:22,959][root][INFO] - Lr: 6.117e-03 | Epoch: [33][320/483] | Time 0.450 | Data 0.036 | Loss 0.1128 | IoU 0.570 [2021-03-11 14:21:27,433][root][INFO] - Lr: 6.115e-03 | Epoch: [33][330/483] | Time 0.450 | Data 0.036 | Loss 0.1128 | IoU 0.570 [2021-03-11 14:21:31,904][root][INFO] - Lr: 6.112e-03 | Epoch: [33][340/483] | Time 0.450 | Data 0.036 | Loss 0.1127 | IoU 0.570 [2021-03-11 14:21:36,373][root][INFO] - Lr: 6.110e-03 | Epoch: [33][350/483] | Time 0.450 | Data 0.036 | Loss 0.1127 | IoU 0.570 [2021-03-11 14:21:40,850][root][INFO] - Lr: 6.107e-03 | Epoch: [33][360/483] | Time 0.450 | Data 0.036 | Loss 0.1126 | IoU 0.570 [2021-03-11 14:21:45,341][root][INFO] - Lr: 6.105e-03 | Epoch: [33][370/483] | Time 0.450 | Data 0.036 | Loss 0.1126 | IoU 0.570 [2021-03-11 14:21:49,818][root][INFO] - Lr: 6.102e-03 | Epoch: [33][380/483] | Time 0.449 | Data 0.035 | Loss 0.1125 | IoU 0.570 [2021-03-11 14:21:54,297][root][INFO] - Lr: 6.100e-03 | Epoch: [33][390/483] | Time 0.449 | Data 0.035 | Loss 0.1125 | IoU 0.570 [2021-03-11 14:21:58,778][root][INFO] - Lr: 6.097e-03 | Epoch: [33][400/483] | Time 0.449 | Data 0.035 | Loss 0.1124 | IoU 0.570 [2021-03-11 14:22:03,269][root][INFO] - Lr: 6.095e-03 | Epoch: [33][410/483] | Time 0.449 | Data 0.035 | Loss 0.1124 | IoU 0.570 [2021-03-11 14:22:07,764][root][INFO] - Lr: 6.093e-03 | Epoch: [33][420/483] | Time 0.449 | Data 0.035 | Loss 0.1123 | IoU 0.570 [2021-03-11 14:22:12,243][root][INFO] - Lr: 6.090e-03 | Epoch: [33][430/483] | Time 0.449 | Data 0.035 | Loss 0.1123 | IoU 0.570 [2021-03-11 14:22:16,731][root][INFO] - Lr: 6.088e-03 | Epoch: [33][440/483] | Time 0.449 | Data 0.035 | Loss 0.1122 | IoU 0.570 [2021-03-11 14:22:21,216][root][INFO] - Lr: 6.085e-03 | Epoch: [33][450/483] | Time 0.449 | Data 0.035 | Loss 0.1122 | IoU 0.570 [2021-03-11 14:22:25,698][root][INFO] - Lr: 6.083e-03 | Epoch: [33][460/483] | Time 0.449 | Data 0.035 | Loss 0.1121 | IoU 0.570 [2021-03-11 14:22:30,171][root][INFO] - Lr: 6.080e-03 | Epoch: [33][470/483] | Time 0.449 | Data 0.035 | Loss 0.1121 | IoU 0.570 [2021-03-11 14:22:34,653][root][INFO] - Lr: 6.078e-03 | Epoch: [33][480/483] | Time 0.449 | Data 0.035 | Loss 0.1120 | IoU 0.570 [2021-03-11 14:22:36,552][root][INFO] - Lr: 6.077e-03 | Epoch: [34][0/483] | Time 0.944 | Data 0.509 | Loss 0.1120 | IoU 0.570 [2021-03-11 14:22:41,044][root][INFO] - Lr: 6.075e-03 | Epoch: [34][10/483] | Time 0.494 | Data 0.078 | Loss 0.1120 | IoU 0.570 [2021-03-11 14:22:45,525][root][INFO] - Lr: 6.072e-03 | Epoch: [34][20/483] | Time 0.472 | Data 0.057 | Loss 0.1119 | IoU 0.570 [2021-03-11 14:22:50,002][root][INFO] - Lr: 6.070e-03 | Epoch: [34][30/483] | Time 0.464 | Data 0.050 | Loss 0.1119 | IoU 0.570 [2021-03-11 14:22:54,487][root][INFO] - Lr: 6.067e-03 | Epoch: [34][40/483] | Time 0.460 | Data 0.046 | Loss 0.1118 | IoU 0.570 [2021-03-11 14:22:58,976][root][INFO] - Lr: 6.065e-03 | Epoch: [34][50/483] | Time 0.458 | Data 0.044 | Loss 0.1118 | IoU 0.570 [2021-03-11 14:23:03,454][root][INFO] - Lr: 6.062e-03 | Epoch: [34][60/483] | Time 0.456 | Data 0.042 | Loss 0.1117 | IoU 0.570 [2021-03-11 14:23:07,935][root][INFO] - Lr: 6.060e-03 | Epoch: [34][70/483] | Time 0.455 | Data 0.041 | Loss 0.1117 | IoU 0.570 [2021-03-11 14:23:12,421][root][INFO] - Lr: 6.057e-03 | Epoch: [34][80/483] | Time 0.454 | Data 0.040 | Loss 0.1116 | IoU 0.570 [2021-03-11 14:23:16,906][root][INFO] - Lr: 6.055e-03 | Epoch: [34][90/483] | Time 0.454 | Data 0.039 | Loss 0.1116 | IoU 0.571 [2021-03-11 14:23:21,391][root][INFO] - Lr: 6.052e-03 | Epoch: [34][100/483] | Time 0.453 | Data 0.039 | Loss 0.1115 | IoU 0.571 [2021-03-11 14:23:25,868][root][INFO] - Lr: 6.050e-03 | Epoch: [34][110/483] | Time 0.453 | Data 0.039 | Loss 0.1115 | IoU 0.571 [2021-03-11 14:23:30,356][root][INFO] - Lr: 6.047e-03 | Epoch: [34][120/483] | Time 0.452 | Data 0.038 | Loss 0.1114 | IoU 0.571 [2021-03-11 14:23:34,838][root][INFO] - Lr: 6.045e-03 | Epoch: [34][130/483] | Time 0.452 | Data 0.038 | Loss 0.1114 | IoU 0.571 [2021-03-11 14:23:39,320][root][INFO] - Lr: 6.043e-03 | Epoch: [34][140/483] | Time 0.452 | Data 0.038 | Loss 0.1114 | IoU 0.571 [2021-03-11 14:23:43,812][root][INFO] - Lr: 6.040e-03 | Epoch: [34][150/483] | Time 0.452 | Data 0.037 | Loss 0.1113 | IoU 0.571 [2021-03-11 14:23:48,291][root][INFO] - Lr: 6.038e-03 | Epoch: [34][160/483] | Time 0.451 | Data 0.037 | Loss 0.1113 | IoU 0.571 [2021-03-11 14:23:52,773][root][INFO] - Lr: 6.035e-03 | Epoch: [34][170/483] | Time 0.451 | Data 0.037 | Loss 0.1112 | IoU 0.571 [2021-03-11 14:23:57,254][root][INFO] - Lr: 6.033e-03 | Epoch: [34][180/483] | Time 0.451 | Data 0.037 | Loss 0.1112 | IoU 0.571 [2021-03-11 14:24:01,749][root][INFO] - Lr: 6.030e-03 | Epoch: [34][190/483] | Time 0.451 | Data 0.037 | Loss 0.1111 | IoU 0.571 [2021-03-11 14:24:06,233][root][INFO] - Lr: 6.028e-03 | Epoch: [34][200/483] | Time 0.451 | Data 0.037 | Loss 0.1111 | IoU 0.571 [2021-03-11 14:24:10,708][root][INFO] - Lr: 6.025e-03 | Epoch: [34][210/483] | Time 0.451 | Data 0.037 | Loss 0.1110 | IoU 0.571 [2021-03-11 14:24:15,185][root][INFO] - Lr: 6.023e-03 | Epoch: [34][220/483] | Time 0.451 | Data 0.036 | Loss 0.1110 | IoU 0.571 [2021-03-11 14:24:19,665][root][INFO] - Lr: 6.020e-03 | Epoch: [34][230/483] | Time 0.450 | Data 0.036 | Loss 0.1109 | IoU 0.571 [2021-03-11 14:24:24,151][root][INFO] - Lr: 6.018e-03 | Epoch: [34][240/483] | Time 0.450 | Data 0.036 | Loss 0.1109 | IoU 0.571 [2021-03-11 14:24:28,633][root][INFO] - Lr: 6.015e-03 | Epoch: [34][250/483] | Time 0.450 | Data 0.036 | Loss 0.1108 | IoU 0.571 [2021-03-11 14:24:33,111][root][INFO] - Lr: 6.013e-03 | Epoch: [34][260/483] | Time 0.450 | Data 0.036 | Loss 0.1108 | IoU 0.571 [2021-03-11 14:24:37,586][root][INFO] - Lr: 6.011e-03 | Epoch: [34][270/483] | Time 0.450 | Data 0.036 | Loss 0.1107 | IoU 0.571 [2021-03-11 14:24:42,066][root][INFO] - Lr: 6.008e-03 | Epoch: [34][280/483] | Time 0.450 | Data 0.036 | Loss 0.1107 | IoU 0.571 [2021-03-11 14:24:46,562][root][INFO] - Lr: 6.006e-03 | Epoch: [34][290/483] | Time 0.450 | Data 0.036 | Loss 0.1106 | IoU 0.571 [2021-03-11 14:24:51,040][root][INFO] - Lr: 6.003e-03 | Epoch: [34][300/483] | Time 0.450 | Data 0.036 | Loss 0.1106 | IoU 0.571 [2021-03-11 14:24:55,518][root][INFO] - Lr: 6.001e-03 | Epoch: [34][310/483] | Time 0.450 | Data 0.036 | Loss 0.1105 | IoU 0.571 [2021-03-11 14:25:00,000][root][INFO] - Lr: 5.998e-03 | Epoch: [34][320/483] | Time 0.450 | Data 0.036 | Loss 0.1105 | IoU 0.571 [2021-03-11 14:25:04,493][root][INFO] - Lr: 5.996e-03 | Epoch: [34][330/483] | Time 0.450 | Data 0.036 | Loss 0.1105 | IoU 0.571 [2021-03-11 14:25:08,974][root][INFO] - Lr: 5.993e-03 | Epoch: [34][340/483] | Time 0.450 | Data 0.036 | Loss 0.1104 | IoU 0.571 [2021-03-11 14:25:13,457][root][INFO] - Lr: 5.991e-03 | Epoch: [34][350/483] | Time 0.450 | Data 0.036 | Loss 0.1104 | IoU 0.571 [2021-03-11 14:25:17,945][root][INFO] - Lr: 5.988e-03 | Epoch: [34][360/483] | Time 0.450 | Data 0.036 | Loss 0.1103 | IoU 0.571 [2021-03-11 14:25:22,430][root][INFO] - Lr: 5.986e-03 | Epoch: [34][370/483] | Time 0.450 | Data 0.036 | Loss 0.1103 | IoU 0.571 [2021-03-11 14:25:26,921][root][INFO] - Lr: 5.983e-03 | Epoch: [34][380/483] | Time 0.450 | Data 0.036 | Loss 0.1102 | IoU 0.571 [2021-03-11 14:25:31,404][root][INFO] - Lr: 5.981e-03 | Epoch: [34][390/483] | Time 0.450 | Data 0.036 | Loss 0.1102 | IoU 0.571 [2021-03-11 14:25:35,889][root][INFO] - Lr: 5.978e-03 | Epoch: [34][400/483] | Time 0.450 | Data 0.035 | Loss 0.1101 | IoU 0.571 [2021-03-11 14:25:40,390][root][INFO] - Lr: 5.976e-03 | Epoch: [34][410/483] | Time 0.450 | Data 0.035 | Loss 0.1101 | IoU 0.571 [2021-03-11 14:25:44,878][root][INFO] - Lr: 5.974e-03 | Epoch: [34][420/483] | Time 0.450 | Data 0.035 | Loss 0.1100 | IoU 0.571 [2021-03-11 14:25:49,364][root][INFO] - Lr: 5.971e-03 | Epoch: [34][430/483] | Time 0.450 | Data 0.035 | Loss 0.1100 | IoU 0.571 [2021-03-11 14:25:53,840][root][INFO] - Lr: 5.969e-03 | Epoch: [34][440/483] | Time 0.450 | Data 0.035 | Loss 0.1099 | IoU 0.571 [2021-03-11 14:25:58,311][root][INFO] - Lr: 5.966e-03 | Epoch: [34][450/483] | Time 0.449 | Data 0.035 | Loss 0.1099 | IoU 0.571 [2021-03-11 14:26:02,787][root][INFO] - Lr: 5.964e-03 | Epoch: [34][460/483] | Time 0.449 | Data 0.035 | Loss 0.1098 | IoU 0.571 [2021-03-11 14:26:07,262][root][INFO] - Lr: 5.961e-03 | Epoch: [34][470/483] | Time 0.449 | Data 0.035 | Loss 0.1098 | IoU 0.572 [2021-03-11 14:26:11,741][root][INFO] - Lr: 5.959e-03 | Epoch: [34][480/483] | Time 0.449 | Data 0.035 | Loss 0.1097 | IoU 0.572 [2021-03-11 14:26:13,675][root][INFO] - Lr: 5.958e-03 | Epoch: [35][0/483] | Time 0.953 | Data 0.498 | Loss 0.1097 | IoU 0.572 [2021-03-11 14:26:18,173][root][INFO] - Lr: 5.956e-03 | Epoch: [35][10/483] | Time 0.495 | Data 0.077 | Loss 0.1097 | IoU 0.572 [2021-03-11 14:26:22,657][root][INFO] - Lr: 5.953e-03 | Epoch: [35][20/483] | Time 0.473 | Data 0.057 | Loss 0.1096 | IoU 0.572 [2021-03-11 14:26:27,146][root][INFO] - Lr: 5.951e-03 | Epoch: [35][30/483] | Time 0.465 | Data 0.049 | Loss 0.1096 | IoU 0.572 [2021-03-11 14:26:31,626][root][INFO] - Lr: 5.948e-03 | Epoch: [35][40/483] | Time 0.461 | Data 0.046 | Loss 0.1095 | IoU 0.572 [2021-03-11 14:26:36,106][root][INFO] - Lr: 5.946e-03 | Epoch: [35][50/483] | Time 0.459 | Data 0.043 | Loss 0.1095 | IoU 0.572 [2021-03-11 14:26:40,596][root][INFO] - Lr: 5.943e-03 | Epoch: [35][60/483] | Time 0.457 | Data 0.042 | Loss 0.1095 | IoU 0.572 [2021-03-11 14:26:45,080][root][INFO] - Lr: 5.941e-03 | Epoch: [35][70/483] | Time 0.456 | Data 0.041 | Loss 0.1094 | IoU 0.572 [2021-03-11 14:26:49,563][root][INFO] - Lr: 5.938e-03 | Epoch: [35][80/483] | Time 0.455 | Data 0.040 | Loss 0.1094 | IoU 0.572 [2021-03-11 14:26:54,042][root][INFO] - Lr: 5.936e-03 | Epoch: [35][90/483] | Time 0.454 | Data 0.039 | Loss 0.1093 | IoU 0.572 [2021-03-11 14:26:58,520][root][INFO] - Lr: 5.933e-03 | Epoch: [35][100/483] | Time 0.453 | Data 0.039 | Loss 0.1093 | IoU 0.572 [2021-03-11 14:27:03,013][root][INFO] - Lr: 5.931e-03 | Epoch: [35][110/483] | Time 0.453 | Data 0.039 | Loss 0.1092 | IoU 0.572 [2021-03-11 14:27:07,488][root][INFO] - Lr: 5.928e-03 | Epoch: [35][120/483] | Time 0.453 | Data 0.038 | Loss 0.1092 | IoU 0.572 [2021-03-11 14:27:11,973][root][INFO] - Lr: 5.926e-03 | Epoch: [35][130/483] | Time 0.452 | Data 0.038 | Loss 0.1091 | IoU 0.572 [2021-03-11 14:27:16,457][root][INFO] - Lr: 5.923e-03 | Epoch: [35][140/483] | Time 0.452 | Data 0.038 | Loss 0.1091 | IoU 0.572 [2021-03-11 14:27:20,935][root][INFO] - Lr: 5.921e-03 | Epoch: [35][150/483] | Time 0.452 | Data 0.037 | Loss 0.1090 | IoU 0.572 [2021-03-11 14:27:25,419][root][INFO] - Lr: 5.919e-03 | Epoch: [35][160/483] | Time 0.452 | Data 0.037 | Loss 0.1090 | IoU 0.572 [2021-03-11 14:27:29,896][root][INFO] - Lr: 5.916e-03 | Epoch: [35][170/483] | Time 0.451 | Data 0.037 | Loss 0.1090 | IoU 0.572 [2021-03-11 14:27:34,381][root][INFO] - Lr: 5.914e-03 | Epoch: [35][180/483] | Time 0.451 | Data 0.037 | Loss 0.1089 | IoU 0.572 [2021-03-11 14:27:38,857][root][INFO] - Lr: 5.911e-03 | Epoch: [35][190/483] | Time 0.451 | Data 0.037 | Loss 0.1089 | IoU 0.572 [2021-03-11 14:27:43,348][root][INFO] - Lr: 5.909e-03 | Epoch: [35][200/483] | Time 0.451 | Data 0.037 | Loss 0.1088 | IoU 0.572 [2021-03-11 14:27:47,834][root][INFO] - Lr: 5.906e-03 | Epoch: [35][210/483] | Time 0.451 | Data 0.036 | Loss 0.1088 | IoU 0.572 [2021-03-11 14:27:52,327][root][INFO] - Lr: 5.904e-03 | Epoch: [35][220/483] | Time 0.451 | Data 0.036 | Loss 0.1087 | IoU 0.572 [2021-03-11 14:27:56,816][root][INFO] - Lr: 5.901e-03 | Epoch: [35][230/483] | Time 0.451 | Data 0.036 | Loss 0.1087 | IoU 0.572 [2021-03-11 14:28:01,289][root][INFO] - Lr: 5.899e-03 | Epoch: [35][240/483] | Time 0.450 | Data 0.036 | Loss 0.1086 | IoU 0.572 [2021-03-11 14:28:05,773][root][INFO] - Lr: 5.896e-03 | Epoch: [35][250/483] | Time 0.450 | Data 0.036 | Loss 0.1086 | IoU 0.572 [2021-03-11 14:28:10,255][root][INFO] - Lr: 5.894e-03 | Epoch: [35][260/483] | Time 0.450 | Data 0.036 | Loss 0.1085 | IoU 0.572 [2021-03-11 14:28:14,741][root][INFO] - Lr: 5.891e-03 | Epoch: [35][270/483] | Time 0.450 | Data 0.036 | Loss 0.1085 | IoU 0.572 [2021-03-11 14:28:19,233][root][INFO] - Lr: 5.889e-03 | Epoch: [35][280/483] | Time 0.450 | Data 0.036 | Loss 0.1085 | IoU 0.572 [2021-03-11 14:28:23,720][root][INFO] - Lr: 5.886e-03 | Epoch: [35][290/483] | Time 0.450 | Data 0.036 | Loss 0.1084 | IoU 0.572 [2021-03-11 14:28:28,191][root][INFO] - Lr: 5.884e-03 | Epoch: [35][300/483] | Time 0.450 | Data 0.036 | Loss 0.1084 | IoU 0.572 [2021-03-11 14:28:32,679][root][INFO] - Lr: 5.881e-03 | Epoch: [35][310/483] | Time 0.450 | Data 0.036 | Loss 0.1083 | IoU 0.572 [2021-03-11 14:28:37,161][root][INFO] - Lr: 5.879e-03 | Epoch: [35][320/483] | Time 0.450 | Data 0.036 | Loss 0.1083 | IoU 0.572 [2021-03-11 14:28:41,649][root][INFO] - Lr: 5.877e-03 | Epoch: [35][330/483] | Time 0.450 | Data 0.036 | Loss 0.1082 | IoU 0.572 [2021-03-11 14:28:46,133][root][INFO] - Lr: 5.874e-03 | Epoch: [35][340/483] | Time 0.450 | Data 0.036 | Loss 0.1082 | IoU 0.572 [2021-03-11 14:28:50,615][root][INFO] - Lr: 5.872e-03 | Epoch: [35][350/483] | Time 0.450 | Data 0.036 | Loss 0.1081 | IoU 0.572 [2021-03-11 14:28:55,099][root][INFO] - Lr: 5.869e-03 | Epoch: [35][360/483] | Time 0.450 | Data 0.036 | Loss 0.1081 | IoU 0.572 [2021-03-11 14:28:59,584][root][INFO] - Lr: 5.867e-03 | Epoch: [35][370/483] | Time 0.450 | Data 0.036 | Loss 0.1081 | IoU 0.572 [2021-03-11 14:29:04,070][root][INFO] - Lr: 5.864e-03 | Epoch: [35][380/483] | Time 0.450 | Data 0.036 | Loss 0.1080 | IoU 0.572 [2021-03-11 14:29:08,553][root][INFO] - Lr: 5.862e-03 | Epoch: [35][390/483] | Time 0.450 | Data 0.035 | Loss 0.1080 | IoU 0.573 [2021-03-11 14:29:13,041][root][INFO] - Lr: 5.859e-03 | Epoch: [35][400/483] | Time 0.450 | Data 0.035 | Loss 0.1079 | IoU 0.573 [2021-03-11 14:29:17,526][root][INFO] - Lr: 5.857e-03 | Epoch: [35][410/483] | Time 0.450 | Data 0.035 | Loss 0.1079 | IoU 0.573 [2021-03-11 14:29:22,003][root][INFO] - Lr: 5.854e-03 | Epoch: [35][420/483] | Time 0.450 | Data 0.035 | Loss 0.1078 | IoU 0.573 [2021-03-11 14:29:26,494][root][INFO] - Lr: 5.852e-03 | Epoch: [35][430/483] | Time 0.450 | Data 0.035 | Loss 0.1078 | IoU 0.573 [2021-03-11 14:29:30,983][root][INFO] - Lr: 5.849e-03 | Epoch: [35][440/483] | Time 0.450 | Data 0.035 | Loss 0.1077 | IoU 0.573 [2021-03-11 14:29:35,465][root][INFO] - Lr: 5.847e-03 | Epoch: [35][450/483] | Time 0.450 | Data 0.035 | Loss 0.1077 | IoU 0.573 [2021-03-11 14:29:39,961][root][INFO] - Lr: 5.844e-03 | Epoch: [35][460/483] | Time 0.450 | Data 0.035 | Loss 0.1077 | IoU 0.573 [2021-03-11 14:29:44,455][root][INFO] - Lr: 5.842e-03 | Epoch: [35][470/483] | Time 0.450 | Data 0.035 | Loss 0.1076 | IoU 0.573 [2021-03-11 14:29:48,935][root][INFO] - Lr: 5.839e-03 | Epoch: [35][480/483] | Time 0.450 | Data 0.035 | Loss 0.1076 | IoU 0.573 [2021-03-11 14:29:50,412][root][INFO] - 0/680 [2021-03-11 14:29:50,648][root][INFO] - 1/680 [2021-03-11 14:29:50,848][root][INFO] - 2/680 [2021-03-11 14:29:51,054][root][INFO] - 3/680 [2021-03-11 14:29:51,257][root][INFO] - 4/680 [2021-03-11 14:29:51,462][root][INFO] - 5/680 [2021-03-11 14:29:51,657][root][INFO] - 6/680 [2021-03-11 14:29:51,840][root][INFO] - 7/680 [2021-03-11 14:29:52,029][root][INFO] - 8/680 [2021-03-11 14:29:52,227][root][INFO] - 9/680 [2021-03-11 14:29:52,410][root][INFO] - 10/680 [2021-03-11 14:29:52,610][root][INFO] - 11/680 [2021-03-11 14:29:52,803][root][INFO] - 12/680 [2021-03-11 14:29:53,001][root][INFO] - 13/680 [2021-03-11 14:29:53,199][root][INFO] - 14/680 [2021-03-11 14:29:53,398][root][INFO] - 15/680 [2021-03-11 14:29:53,581][root][INFO] - 16/680 [2021-03-11 14:29:53,792][root][INFO] - 17/680 [2021-03-11 14:29:53,989][root][INFO] - 18/680 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[2021-03-11 14:31:15,230][root][INFO] - 434/680 [2021-03-11 14:31:15,429][root][INFO] - 435/680 [2021-03-11 14:31:15,628][root][INFO] - 436/680 [2021-03-11 14:31:15,826][root][INFO] - 437/680 [2021-03-11 14:31:16,028][root][INFO] - 438/680 [2021-03-11 14:31:16,226][root][INFO] - 439/680 [2021-03-11 14:31:16,422][root][INFO] - 440/680 [2021-03-11 14:31:16,622][root][INFO] - 441/680 [2021-03-11 14:31:16,824][root][INFO] - 442/680 [2021-03-11 14:31:17,022][root][INFO] - 443/680 [2021-03-11 14:31:17,220][root][INFO] - 444/680 [2021-03-11 14:31:17,417][root][INFO] - 445/680 [2021-03-11 14:31:17,598][root][INFO] - 446/680 [2021-03-11 14:31:17,780][root][INFO] - 447/680 [2021-03-11 14:31:17,980][root][INFO] - 448/680 [2021-03-11 14:31:18,177][root][INFO] - 449/680 [2021-03-11 14:31:18,374][root][INFO] - 450/680 [2021-03-11 14:31:18,571][root][INFO] - 451/680 [2021-03-11 14:31:18,768][root][INFO] - 452/680 [2021-03-11 14:31:18,966][root][INFO] - 453/680 [2021-03-11 14:31:19,149][root][INFO] - 454/680 [2021-03-11 14:31:19,332][root][INFO] - 455/680 [2021-03-11 14:31:19,530][root][INFO] - 456/680 [2021-03-11 14:31:19,728][root][INFO] - 457/680 [2021-03-11 14:31:19,925][root][INFO] - 458/680 [2021-03-11 14:31:20,122][root][INFO] - 459/680 [2021-03-11 14:31:20,322][root][INFO] - 460/680 [2021-03-11 14:31:20,521][root][INFO] - 461/680 [2021-03-11 14:31:20,720][root][INFO] - 462/680 [2021-03-11 14:31:20,918][root][INFO] - 463/680 [2021-03-11 14:31:21,105][root][INFO] - 464/680 [2021-03-11 14:31:21,304][root][INFO] - 465/680 [2021-03-11 14:31:21,500][root][INFO] - 466/680 [2021-03-11 14:31:21,700][root][INFO] - 467/680 [2021-03-11 14:31:21,895][root][INFO] - 468/680 [2021-03-11 14:31:22,093][root][INFO] - 469/680 [2021-03-11 14:31:22,292][root][INFO] - 470/680 [2021-03-11 14:31:22,488][root][INFO] - 471/680 [2021-03-11 14:31:22,686][root][INFO] - 472/680 [2021-03-11 14:31:22,884][root][INFO] - 473/680 [2021-03-11 14:31:23,067][root][INFO] - 474/680 [2021-03-11 14:31:23,272][root][INFO] - 475/680 [2021-03-11 14:31:23,454][root][INFO] - 476/680 [2021-03-11 14:31:23,654][root][INFO] - 477/680 [2021-03-11 14:31:23,850][root][INFO] - 478/680 [2021-03-11 14:31:24,046][root][INFO] - 479/680 [2021-03-11 14:31:24,234][root][INFO] - 480/680 [2021-03-11 14:31:24,416][root][INFO] - 481/680 [2021-03-11 14:31:24,598][root][INFO] - 482/680 [2021-03-11 14:31:24,779][root][INFO] - 483/680 [2021-03-11 14:31:24,961][root][INFO] - 484/680 [2021-03-11 14:31:25,142][root][INFO] - 485/680 [2021-03-11 14:31:25,343][root][INFO] - 486/680 [2021-03-11 14:31:25,539][root][INFO] - 487/680 [2021-03-11 14:31:25,723][root][INFO] - 488/680 [2021-03-11 14:31:25,921][root][INFO] - 489/680 [2021-03-11 14:31:26,123][root][INFO] - 490/680 [2021-03-11 14:31:26,321][root][INFO] - 491/680 [2021-03-11 14:31:26,504][root][INFO] - 492/680 [2021-03-11 14:31:26,703][root][INFO] - 493/680 [2021-03-11 14:31:26,899][root][INFO] - 494/680 [2021-03-11 14:31:27,097][root][INFO] - 495/680 [2021-03-11 14:31:27,297][root][INFO] - 496/680 [2021-03-11 14:31:27,494][root][INFO] - 497/680 [2021-03-11 14:31:27,690][root][INFO] - 498/680 [2021-03-11 14:31:27,884][root][INFO] - 499/680 [2021-03-11 14:31:28,085][root][INFO] - 500/680 [2021-03-11 14:31:28,283][root][INFO] - 501/680 [2021-03-11 14:31:28,482][root][INFO] - 502/680 [2021-03-11 14:31:28,672][root][INFO] - 503/680 [2021-03-11 14:31:28,871][root][INFO] - 504/680 [2021-03-11 14:31:29,069][root][INFO] - 505/680 [2021-03-11 14:31:29,268][root][INFO] - 506/680 [2021-03-11 14:31:29,466][root][INFO] - 507/680 [2021-03-11 14:31:29,663][root][INFO] - 508/680 [2021-03-11 14:31:29,845][root][INFO] - 509/680 [2021-03-11 14:31:30,033][root][INFO] - 510/680 [2021-03-11 14:31:30,226][root][INFO] - 511/680 [2021-03-11 14:31:30,422][root][INFO] - 512/680 [2021-03-11 14:31:30,627][root][INFO] - 513/680 [2021-03-11 14:31:30,829][root][INFO] - 514/680 [2021-03-11 14:31:31,023][root][INFO] - 515/680 [2021-03-11 14:31:31,222][root][INFO] - 516/680 [2021-03-11 14:31:31,418][root][INFO] - 517/680 [2021-03-11 14:31:31,614][root][INFO] - 518/680 [2021-03-11 14:31:31,813][root][INFO] - 519/680 [2021-03-11 14:31:32,012][root][INFO] - 520/680 [2021-03-11 14:31:32,209][root][INFO] - 521/680 [2021-03-11 14:31:32,406][root][INFO] - 522/680 [2021-03-11 14:31:32,600][root][INFO] - 523/680 [2021-03-11 14:31:32,798][root][INFO] - 524/680 [2021-03-11 14:31:32,996][root][INFO] - 525/680 [2021-03-11 14:31:33,194][root][INFO] - 526/680 [2021-03-11 14:31:33,393][root][INFO] - 527/680 [2021-03-11 14:31:33,590][root][INFO] - 528/680 [2021-03-11 14:31:33,791][root][INFO] - 529/680 [2021-03-11 14:31:33,989][root][INFO] - 530/680 [2021-03-11 14:31:34,188][root][INFO] - 531/680 [2021-03-11 14:31:34,387][root][INFO] - 532/680 [2021-03-11 14:31:34,584][root][INFO] - 533/680 [2021-03-11 14:31:34,784][root][INFO] - 534/680 [2021-03-11 14:31:34,983][root][INFO] - 535/680 [2021-03-11 14:31:35,181][root][INFO] - 536/680 [2021-03-11 14:31:35,378][root][INFO] - 537/680 [2021-03-11 14:31:35,576][root][INFO] - 538/680 [2021-03-11 14:31:35,773][root][INFO] - 539/680 [2021-03-11 14:31:35,973][root][INFO] - 540/680 [2021-03-11 14:31:36,173][root][INFO] - 541/680 [2021-03-11 14:31:36,371][root][INFO] - 542/680 [2021-03-11 14:31:36,569][root][INFO] - 543/680 [2021-03-11 14:31:36,771][root][INFO] - 544/680 [2021-03-11 14:31:36,967][root][INFO] - 545/680 [2021-03-11 14:31:37,164][root][INFO] - 546/680 [2021-03-11 14:31:37,367][root][INFO] - 547/680 [2021-03-11 14:31:37,566][root][INFO] - 548/680 [2021-03-11 14:31:37,759][root][INFO] - 549/680 [2021-03-11 14:31:37,955][root][INFO] - 550/680 [2021-03-11 14:31:38,153][root][INFO] - 551/680 [2021-03-11 14:31:38,353][root][INFO] - 552/680 [2021-03-11 14:31:38,550][root][INFO] - 553/680 [2021-03-11 14:31:38,740][root][INFO] - 554/680 [2021-03-11 14:31:38,939][root][INFO] - 555/680 [2021-03-11 14:31:39,136][root][INFO] - 556/680 [2021-03-11 14:31:39,335][root][INFO] - 557/680 [2021-03-11 14:31:39,519][root][INFO] - 558/680 [2021-03-11 14:31:39,717][root][INFO] - 559/680 [2021-03-11 14:31:39,915][root][INFO] - 560/680 [2021-03-11 14:31:40,112][root][INFO] - 561/680 [2021-03-11 14:31:40,309][root][INFO] - 562/680 [2021-03-11 14:31:40,506][root][INFO] - 563/680 [2021-03-11 14:31:40,705][root][INFO] - 564/680 [2021-03-11 14:31:40,903][root][INFO] - 565/680 [2021-03-11 14:31:41,100][root][INFO] - 566/680 [2021-03-11 14:31:41,296][root][INFO] - 567/680 [2021-03-11 14:31:41,495][root][INFO] - 568/680 [2021-03-11 14:31:41,693][root][INFO] - 569/680 [2021-03-11 14:31:41,888][root][INFO] - 570/680 [2021-03-11 14:31:42,086][root][INFO] - 571/680 [2021-03-11 14:31:42,286][root][INFO] - 572/680 [2021-03-11 14:31:42,482][root][INFO] - 573/680 [2021-03-11 14:31:42,684][root][INFO] - 574/680 [2021-03-11 14:31:42,883][root][INFO] - 575/680 [2021-03-11 14:31:43,081][root][INFO] - 576/680 [2021-03-11 14:31:43,277][root][INFO] - 577/680 [2021-03-11 14:31:43,477][root][INFO] - 578/680 [2021-03-11 14:31:43,666][root][INFO] - 579/680 [2021-03-11 14:31:43,865][root][INFO] - 580/680 [2021-03-11 14:31:44,047][root][INFO] - 581/680 [2021-03-11 14:31:44,247][root][INFO] - 582/680 [2021-03-11 14:31:44,430][root][INFO] - 583/680 [2021-03-11 14:31:44,628][root][INFO] - 584/680 [2021-03-11 14:31:44,831][root][INFO] - 585/680 [2021-03-11 14:31:45,029][root][INFO] - 586/680 [2021-03-11 14:31:45,229][root][INFO] - 587/680 [2021-03-11 14:31:45,429][root][INFO] - 588/680 [2021-03-11 14:31:45,614][root][INFO] - 589/680 [2021-03-11 14:31:45,811][root][INFO] - 590/680 [2021-03-11 14:31:46,014][root][INFO] - 591/680 [2021-03-11 14:31:46,214][root][INFO] - 592/680 [2021-03-11 14:31:46,400][root][INFO] - 593/680 [2021-03-11 14:31:46,598][root][INFO] - 594/680 [2021-03-11 14:31:46,800][root][INFO] - 595/680 [2021-03-11 14:31:46,996][root][INFO] - 596/680 [2021-03-11 14:31:47,194][root][INFO] - 597/680 [2021-03-11 14:31:47,393][root][INFO] - 598/680 [2021-03-11 14:31:47,593][root][INFO] - 599/680 [2021-03-11 14:31:47,797][root][INFO] - 600/680 [2021-03-11 14:31:47,994][root][INFO] - 601/680 [2021-03-11 14:31:48,175][root][INFO] - 602/680 [2021-03-11 14:31:48,372][root][INFO] - 603/680 [2021-03-11 14:31:48,555][root][INFO] - 604/680 [2021-03-11 14:31:48,737][root][INFO] - 605/680 [2021-03-11 14:31:48,934][root][INFO] - 606/680 [2021-03-11 14:31:49,128][root][INFO] - 607/680 [2021-03-11 14:31:49,326][root][INFO] - 608/680 [2021-03-11 14:31:49,522][root][INFO] - 609/680 [2021-03-11 14:31:49,720][root][INFO] - 610/680 [2021-03-11 14:31:49,918][root][INFO] - 611/680 [2021-03-11 14:31:50,116][root][INFO] - 612/680 [2021-03-11 14:31:50,314][root][INFO] - 613/680 [2021-03-11 14:31:50,512][root][INFO] - 614/680 [2021-03-11 14:31:50,709][root][INFO] - 615/680 [2021-03-11 14:31:50,909][root][INFO] - 616/680 [2021-03-11 14:31:51,106][root][INFO] - 617/680 [2021-03-11 14:31:51,289][root][INFO] - 618/680 [2021-03-11 14:31:51,487][root][INFO] - 619/680 [2021-03-11 14:31:51,682][root][INFO] - 620/680 [2021-03-11 14:31:51,878][root][INFO] - 621/680 [2021-03-11 14:31:52,070][root][INFO] - 622/680 [2021-03-11 14:31:52,269][root][INFO] - 623/680 [2021-03-11 14:31:52,468][root][INFO] - 624/680 [2021-03-11 14:31:52,654][root][INFO] - 625/680 [2021-03-11 14:31:52,838][root][INFO] - 626/680 [2021-03-11 14:31:53,020][root][INFO] - 627/680 [2021-03-11 14:31:53,207][root][INFO] - 628/680 [2021-03-11 14:31:53,404][root][INFO] - 629/680 [2021-03-11 14:31:53,606][root][INFO] - 630/680 [2021-03-11 14:31:53,804][root][INFO] - 631/680 [2021-03-11 14:31:54,000][root][INFO] - 632/680 [2021-03-11 14:31:54,184][root][INFO] - 633/680 [2021-03-11 14:31:54,370][root][INFO] - 634/680 [2021-03-11 14:31:54,566][root][INFO] - 635/680 [2021-03-11 14:31:54,769][root][INFO] - 636/680 [2021-03-11 14:31:54,952][root][INFO] - 637/680 [2021-03-11 14:31:55,150][root][INFO] - 638/680 [2021-03-11 14:31:55,347][root][INFO] - 639/680 [2021-03-11 14:31:55,544][root][INFO] - 640/680 [2021-03-11 14:31:55,739][root][INFO] - 641/680 [2021-03-11 14:31:55,941][root][INFO] - 642/680 [2021-03-11 14:31:56,140][root][INFO] - 643/680 [2021-03-11 14:31:56,339][root][INFO] - 644/680 [2021-03-11 14:31:56,538][root][INFO] - 645/680 [2021-03-11 14:31:56,735][root][INFO] - 646/680 [2021-03-11 14:31:56,923][root][INFO] - 647/680 [2021-03-11 14:31:57,122][root][INFO] - 648/680 [2021-03-11 14:31:57,322][root][INFO] - 649/680 [2021-03-11 14:31:57,519][root][INFO] - 650/680 [2021-03-11 14:31:57,717][root][INFO] - 651/680 [2021-03-11 14:31:57,914][root][INFO] - 652/680 [2021-03-11 14:31:58,109][root][INFO] - 653/680 [2021-03-11 14:31:58,308][root][INFO] - 654/680 [2021-03-11 14:31:58,491][root][INFO] - 655/680 [2021-03-11 14:31:58,687][root][INFO] - 656/680 [2021-03-11 14:31:58,884][root][INFO] - 657/680 [2021-03-11 14:31:59,081][root][INFO] - 658/680 [2021-03-11 14:31:59,276][root][INFO] - 659/680 [2021-03-11 14:31:59,474][root][INFO] - 660/680 [2021-03-11 14:31:59,668][root][INFO] - 661/680 [2021-03-11 14:31:59,865][root][INFO] - 662/680 [2021-03-11 14:32:00,061][root][INFO] - 663/680 [2021-03-11 14:32:00,252][root][INFO] - 664/680 [2021-03-11 14:32:00,449][root][INFO] - 665/680 [2021-03-11 14:32:00,631][root][INFO] - 666/680 [2021-03-11 14:32:00,830][root][INFO] - 667/680 [2021-03-11 14:32:01,028][root][INFO] - 668/680 [2021-03-11 14:32:01,227][root][INFO] - 669/680 [2021-03-11 14:32:01,424][root][INFO] - 670/680 [2021-03-11 14:32:01,605][root][INFO] - 671/680 [2021-03-11 14:32:01,786][root][INFO] - 672/680 [2021-03-11 14:32:01,970][root][INFO] - 673/680 [2021-03-11 14:32:02,154][root][INFO] - 674/680 [2021-03-11 14:32:02,338][root][INFO] - 675/680 [2021-03-11 14:32:02,520][root][INFO] - 676/680 [2021-03-11 14:32:02,703][root][INFO] - 677/680 [2021-03-11 14:32:02,884][root][INFO] - 678/680 [2021-03-11 14:32:03,065][root][INFO] - 679/680 [2021-03-11 14:32:03,270][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.2527 IoU avg 0.508 [2021-03-11 14:32:04,242][root][INFO] - Lr: 5.839e-03 | Epoch: [36][0/483] | Time 0.925 | Data 0.493 | Loss 0.1076 | IoU 0.573 [2021-03-11 14:32:08,713][root][INFO] - Lr: 5.836e-03 | Epoch: [36][10/483] | Time 0.491 | Data 0.076 | Loss 0.1075 | IoU 0.573 [2021-03-11 14:32:13,197][root][INFO] - Lr: 5.834e-03 | Epoch: [36][20/483] | Time 0.470 | Data 0.056 | Loss 0.1075 | IoU 0.573 [2021-03-11 14:32:17,674][root][INFO] - Lr: 5.831e-03 | Epoch: [36][30/483] | Time 0.463 | Data 0.049 | Loss 0.1074 | IoU 0.573 [2021-03-11 14:32:22,153][root][INFO] - Lr: 5.829e-03 | Epoch: [36][40/483] | Time 0.459 | Data 0.045 | Loss 0.1074 | IoU 0.573 [2021-03-11 14:32:26,621][root][INFO] - Lr: 5.826e-03 | Epoch: [36][50/483] | Time 0.457 | Data 0.043 | Loss 0.1073 | IoU 0.573 [2021-03-11 14:32:31,105][root][INFO] - Lr: 5.824e-03 | Epoch: [36][60/483] | Time 0.456 | Data 0.042 | Loss 0.1073 | IoU 0.573 [2021-03-11 14:32:35,580][root][INFO] - Lr: 5.821e-03 | Epoch: [36][70/483] | Time 0.454 | Data 0.041 | Loss 0.1072 | IoU 0.573 [2021-03-11 14:32:40,055][root][INFO] - Lr: 5.819e-03 | Epoch: [36][80/483] | Time 0.454 | Data 0.040 | Loss 0.1072 | IoU 0.573 [2021-03-11 14:32:44,541][root][INFO] - Lr: 5.816e-03 | Epoch: [36][90/483] | Time 0.453 | Data 0.039 | Loss 0.1072 | IoU 0.573 [2021-03-11 14:32:49,009][root][INFO] - Lr: 5.814e-03 | Epoch: [36][100/483] | Time 0.452 | Data 0.039 | Loss 0.1071 | IoU 0.573 [2021-03-11 14:32:53,495][root][INFO] - Lr: 5.811e-03 | Epoch: [36][110/483] | Time 0.452 | Data 0.038 | Loss 0.1071 | IoU 0.573 [2021-03-11 14:32:57,992][root][INFO] - Lr: 5.809e-03 | Epoch: [36][120/483] | Time 0.452 | Data 0.038 | Loss 0.1070 | IoU 0.573 [2021-03-11 14:33:02,488][root][INFO] - Lr: 5.807e-03 | Epoch: [36][130/483] | Time 0.452 | Data 0.038 | Loss 0.1070 | IoU 0.573 [2021-03-11 14:33:06,966][root][INFO] - Lr: 5.804e-03 | Epoch: [36][140/483] | Time 0.451 | Data 0.038 | Loss 0.1069 | IoU 0.573 [2021-03-11 14:33:11,449][root][INFO] - Lr: 5.802e-03 | Epoch: [36][150/483] | Time 0.451 | Data 0.037 | Loss 0.1069 | IoU 0.573 [2021-03-11 14:33:15,943][root][INFO] - Lr: 5.799e-03 | Epoch: [36][160/483] | Time 0.451 | Data 0.037 | Loss 0.1068 | IoU 0.573 [2021-03-11 14:33:20,434][root][INFO] - Lr: 5.797e-03 | Epoch: [36][170/483] | Time 0.451 | Data 0.037 | Loss 0.1068 | IoU 0.573 [2021-03-11 14:33:24,913][root][INFO] - Lr: 5.794e-03 | Epoch: [36][180/483] | Time 0.451 | Data 0.037 | Loss 0.1068 | IoU 0.573 [2021-03-11 14:33:29,392][root][INFO] - Lr: 5.792e-03 | Epoch: [36][190/483] | Time 0.451 | Data 0.037 | Loss 0.1067 | IoU 0.573 [2021-03-11 14:33:33,868][root][INFO] - Lr: 5.789e-03 | Epoch: [36][200/483] | Time 0.450 | Data 0.037 | Loss 0.1067 | IoU 0.573 [2021-03-11 14:33:38,354][root][INFO] - Lr: 5.787e-03 | Epoch: [36][210/483] | Time 0.450 | Data 0.037 | Loss 0.1066 | IoU 0.573 [2021-03-11 14:33:42,835][root][INFO] - Lr: 5.784e-03 | Epoch: [36][220/483] | Time 0.450 | Data 0.036 | Loss 0.1066 | IoU 0.573 [2021-03-11 14:33:47,316][root][INFO] - Lr: 5.782e-03 | Epoch: [36][230/483] | Time 0.450 | Data 0.036 | Loss 0.1065 | IoU 0.573 [2021-03-11 14:33:51,802][root][INFO] - Lr: 5.779e-03 | Epoch: [36][240/483] | Time 0.450 | Data 0.036 | Loss 0.1065 | IoU 0.573 [2021-03-11 14:33:56,281][root][INFO] - Lr: 5.777e-03 | Epoch: [36][250/483] | Time 0.450 | Data 0.036 | Loss 0.1065 | IoU 0.573 [2021-03-11 14:34:00,755][root][INFO] - Lr: 5.774e-03 | Epoch: [36][260/483] | Time 0.450 | Data 0.036 | Loss 0.1064 | IoU 0.573 [2021-03-11 14:34:05,247][root][INFO] - Lr: 5.772e-03 | Epoch: [36][270/483] | Time 0.450 | Data 0.036 | Loss 0.1064 | IoU 0.573 [2021-03-11 14:34:09,738][root][INFO] - Lr: 5.769e-03 | Epoch: [36][280/483] | Time 0.450 | Data 0.036 | Loss 0.1063 | IoU 0.573 [2021-03-11 14:34:14,219][root][INFO] - Lr: 5.767e-03 | Epoch: [36][290/483] | Time 0.450 | Data 0.036 | Loss 0.1063 | IoU 0.573 [2021-03-11 14:34:18,707][root][INFO] - Lr: 5.764e-03 | Epoch: [36][300/483] | Time 0.450 | Data 0.036 | Loss 0.1062 | IoU 0.573 [2021-03-11 14:34:23,179][root][INFO] - Lr: 5.762e-03 | Epoch: [36][310/483] | Time 0.450 | Data 0.036 | Loss 0.1062 | IoU 0.573 [2021-03-11 14:34:27,676][root][INFO] - Lr: 5.760e-03 | Epoch: [36][320/483] | Time 0.450 | Data 0.036 | Loss 0.1062 | IoU 0.573 [2021-03-11 14:34:32,159][root][INFO] - Lr: 5.757e-03 | Epoch: [36][330/483] | Time 0.450 | Data 0.036 | Loss 0.1061 | IoU 0.574 [2021-03-11 14:34:36,637][root][INFO] - Lr: 5.755e-03 | Epoch: [36][340/483] | Time 0.450 | Data 0.036 | Loss 0.1061 | IoU 0.574 [2021-03-11 14:34:41,117][root][INFO] - Lr: 5.752e-03 | Epoch: [36][350/483] | Time 0.450 | Data 0.036 | Loss 0.1060 | IoU 0.574 [2021-03-11 14:34:45,595][root][INFO] - Lr: 5.750e-03 | Epoch: [36][360/483] | Time 0.450 | Data 0.036 | Loss 0.1060 | IoU 0.574 [2021-03-11 14:34:50,074][root][INFO] - Lr: 5.747e-03 | Epoch: [36][370/483] | Time 0.449 | Data 0.036 | Loss 0.1060 | IoU 0.574 [2021-03-11 14:34:54,566][root][INFO] - Lr: 5.745e-03 | Epoch: [36][380/483] | Time 0.449 | Data 0.036 | Loss 0.1059 | IoU 0.574 [2021-03-11 14:34:59,048][root][INFO] - Lr: 5.742e-03 | Epoch: [36][390/483] | Time 0.449 | Data 0.035 | Loss 0.1059 | IoU 0.574 [2021-03-11 14:35:03,524][root][INFO] - Lr: 5.740e-03 | Epoch: [36][400/483] | Time 0.449 | Data 0.035 | Loss 0.1058 | IoU 0.574 [2021-03-11 14:35:08,005][root][INFO] - Lr: 5.737e-03 | Epoch: [36][410/483] | Time 0.449 | Data 0.035 | Loss 0.1058 | IoU 0.574 [2021-03-11 14:35:12,487][root][INFO] - Lr: 5.735e-03 | Epoch: [36][420/483] | Time 0.449 | Data 0.035 | Loss 0.1057 | IoU 0.574 [2021-03-11 14:35:16,958][root][INFO] - Lr: 5.732e-03 | Epoch: [36][430/483] | Time 0.449 | Data 0.035 | Loss 0.1057 | IoU 0.574 [2021-03-11 14:35:21,449][root][INFO] - Lr: 5.730e-03 | Epoch: [36][440/483] | Time 0.449 | Data 0.035 | Loss 0.1057 | IoU 0.574 [2021-03-11 14:35:25,932][root][INFO] - Lr: 5.727e-03 | Epoch: [36][450/483] | Time 0.449 | Data 0.035 | Loss 0.1056 | IoU 0.574 [2021-03-11 14:35:30,420][root][INFO] - Lr: 5.725e-03 | Epoch: [36][460/483] | Time 0.449 | Data 0.035 | Loss 0.1056 | IoU 0.574 [2021-03-11 14:35:34,906][root][INFO] - Lr: 5.722e-03 | Epoch: [36][470/483] | Time 0.449 | Data 0.035 | Loss 0.1055 | IoU 0.574 [2021-03-11 14:35:39,381][root][INFO] - Lr: 5.720e-03 | Epoch: [36][480/483] | Time 0.449 | Data 0.035 | Loss 0.1055 | IoU 0.574 [2021-03-11 14:35:41,293][root][INFO] - Lr: 5.719e-03 | Epoch: [37][0/483] | Time 0.943 | Data 0.503 | Loss 0.1055 | IoU 0.574 [2021-03-11 14:35:45,769][root][INFO] - Lr: 5.717e-03 | Epoch: [37][10/483] | Time 0.493 | Data 0.077 | Loss 0.1054 | IoU 0.574 [2021-03-11 14:35:50,243][root][INFO] - Lr: 5.714e-03 | Epoch: [37][20/483] | Time 0.471 | Data 0.056 | Loss 0.1054 | IoU 0.574 [2021-03-11 14:35:54,719][root][INFO] - Lr: 5.712e-03 | Epoch: [37][30/483] | Time 0.463 | Data 0.049 | Loss 0.1054 | IoU 0.574 [2021-03-11 14:35:59,195][root][INFO] - Lr: 5.709e-03 | Epoch: [37][40/483] | Time 0.460 | Data 0.046 | Loss 0.1053 | IoU 0.574 [2021-03-11 14:36:03,666][root][INFO] - Lr: 5.707e-03 | Epoch: [37][50/483] | Time 0.457 | Data 0.043 | Loss 0.1053 | IoU 0.574 [2021-03-11 14:36:08,139][root][INFO] - Lr: 5.704e-03 | Epoch: [37][60/483] | Time 0.456 | Data 0.042 | Loss 0.1052 | IoU 0.574 [2021-03-11 14:36:12,629][root][INFO] - Lr: 5.702e-03 | Epoch: [37][70/483] | Time 0.455 | Data 0.041 | Loss 0.1052 | IoU 0.574 [2021-03-11 14:36:17,106][root][INFO] - Lr: 5.699e-03 | Epoch: [37][80/483] | Time 0.454 | Data 0.040 | Loss 0.1051 | IoU 0.574 [2021-03-11 14:36:21,588][root][INFO] - Lr: 5.697e-03 | Epoch: [37][90/483] | Time 0.453 | Data 0.039 | Loss 0.1051 | IoU 0.574 [2021-03-11 14:36:26,082][root][INFO] - Lr: 5.694e-03 | Epoch: [37][100/483] | Time 0.453 | Data 0.039 | Loss 0.1051 | IoU 0.574 [2021-03-11 14:36:30,564][root][INFO] - Lr: 5.692e-03 | Epoch: [37][110/483] | Time 0.452 | Data 0.038 | Loss 0.1050 | IoU 0.574 [2021-03-11 14:36:35,052][root][INFO] - Lr: 5.689e-03 | Epoch: [37][120/483] | Time 0.452 | Data 0.038 | Loss 0.1050 | IoU 0.574 [2021-03-11 14:36:39,539][root][INFO] - Lr: 5.687e-03 | Epoch: [37][130/483] | Time 0.452 | Data 0.038 | Loss 0.1049 | IoU 0.574 [2021-03-11 14:36:44,024][root][INFO] - Lr: 5.684e-03 | Epoch: [37][140/483] | Time 0.452 | Data 0.038 | Loss 0.1049 | IoU 0.574 [2021-03-11 14:36:48,504][root][INFO] - Lr: 5.682e-03 | Epoch: [37][150/483] | Time 0.451 | Data 0.037 | Loss 0.1049 | IoU 0.574 [2021-03-11 14:36:52,996][root][INFO] - Lr: 5.679e-03 | Epoch: [37][160/483] | Time 0.451 | Data 0.037 | Loss 0.1048 | IoU 0.574 [2021-03-11 14:36:57,477][root][INFO] - Lr: 5.677e-03 | Epoch: [37][170/483] | Time 0.451 | Data 0.037 | Loss 0.1048 | IoU 0.574 [2021-03-11 14:37:01,957][root][INFO] - Lr: 5.675e-03 | Epoch: [37][180/483] | Time 0.451 | Data 0.037 | Loss 0.1047 | IoU 0.574 [2021-03-11 14:37:06,446][root][INFO] - Lr: 5.672e-03 | Epoch: [37][190/483] | Time 0.451 | Data 0.037 | Loss 0.1047 | IoU 0.574 [2021-03-11 14:37:10,917][root][INFO] - Lr: 5.670e-03 | Epoch: [37][200/483] | Time 0.451 | Data 0.037 | Loss 0.1046 | IoU 0.574 [2021-03-11 14:37:15,411][root][INFO] - Lr: 5.667e-03 | Epoch: [37][210/483] | Time 0.451 | Data 0.036 | Loss 0.1046 | IoU 0.574 [2021-03-11 14:37:19,885][root][INFO] - Lr: 5.665e-03 | Epoch: [37][220/483] | Time 0.450 | Data 0.036 | Loss 0.1046 | IoU 0.574 [2021-03-11 14:37:24,367][root][INFO] - Lr: 5.662e-03 | Epoch: [37][230/483] | Time 0.450 | Data 0.036 | Loss 0.1045 | IoU 0.574 [2021-03-11 14:37:28,853][root][INFO] - Lr: 5.660e-03 | Epoch: [37][240/483] | Time 0.450 | Data 0.036 | Loss 0.1045 | IoU 0.574 [2021-03-11 14:37:33,348][root][INFO] - Lr: 5.657e-03 | Epoch: [37][250/483] | Time 0.450 | Data 0.036 | Loss 0.1044 | IoU 0.574 [2021-03-11 14:37:37,827][root][INFO] - Lr: 5.655e-03 | Epoch: [37][260/483] | Time 0.450 | Data 0.036 | Loss 0.1044 | IoU 0.574 [2021-03-11 14:37:42,305][root][INFO] - Lr: 5.652e-03 | Epoch: [37][270/483] | Time 0.450 | Data 0.036 | Loss 0.1044 | IoU 0.574 [2021-03-11 14:37:46,796][root][INFO] - Lr: 5.650e-03 | Epoch: [37][280/483] | Time 0.450 | Data 0.036 | Loss 0.1043 | IoU 0.574 [2021-03-11 14:37:51,269][root][INFO] - Lr: 5.647e-03 | Epoch: [37][290/483] | Time 0.450 | Data 0.036 | Loss 0.1043 | IoU 0.575 [2021-03-11 14:37:55,755][root][INFO] - Lr: 5.645e-03 | Epoch: [37][300/483] | Time 0.450 | Data 0.036 | Loss 0.1042 | IoU 0.575 [2021-03-11 14:38:00,233][root][INFO] - Lr: 5.642e-03 | Epoch: [37][310/483] | Time 0.450 | Data 0.036 | Loss 0.1042 | IoU 0.575 [2021-03-11 14:38:04,712][root][INFO] - Lr: 5.640e-03 | Epoch: [37][320/483] | Time 0.450 | Data 0.036 | Loss 0.1042 | IoU 0.575 [2021-03-11 14:38:09,180][root][INFO] - Lr: 5.637e-03 | Epoch: [37][330/483] | Time 0.450 | Data 0.036 | Loss 0.1041 | IoU 0.575 [2021-03-11 14:38:13,657][root][INFO] - Lr: 5.635e-03 | Epoch: [37][340/483] | Time 0.450 | Data 0.036 | Loss 0.1041 | IoU 0.575 [2021-03-11 14:38:18,135][root][INFO] - Lr: 5.632e-03 | Epoch: [37][350/483] | Time 0.450 | Data 0.036 | Loss 0.1040 | IoU 0.575 [2021-03-11 14:38:22,614][root][INFO] - Lr: 5.630e-03 | Epoch: [37][360/483] | Time 0.449 | Data 0.036 | Loss 0.1040 | IoU 0.575 [2021-03-11 14:38:27,099][root][INFO] - Lr: 5.627e-03 | Epoch: [37][370/483] | Time 0.449 | Data 0.036 | Loss 0.1040 | IoU 0.575 [2021-03-11 14:38:31,589][root][INFO] - Lr: 5.625e-03 | Epoch: [37][380/483] | Time 0.449 | Data 0.035 | Loss 0.1039 | IoU 0.575 [2021-03-11 14:38:36,075][root][INFO] - Lr: 5.622e-03 | Epoch: [37][390/483] | Time 0.449 | Data 0.035 | Loss 0.1039 | IoU 0.575 [2021-03-11 14:38:40,549][root][INFO] - Lr: 5.620e-03 | Epoch: [37][400/483] | Time 0.449 | Data 0.035 | Loss 0.1038 | IoU 0.575 [2021-03-11 14:38:45,030][root][INFO] - Lr: 5.617e-03 | Epoch: [37][410/483] | Time 0.449 | Data 0.035 | Loss 0.1038 | IoU 0.575 [2021-03-11 14:38:49,514][root][INFO] - Lr: 5.615e-03 | Epoch: [37][420/483] | Time 0.449 | Data 0.035 | Loss 0.1038 | IoU 0.575 [2021-03-11 14:38:53,998][root][INFO] - Lr: 5.612e-03 | Epoch: [37][430/483] | Time 0.449 | Data 0.035 | Loss 0.1037 | IoU 0.575 [2021-03-11 14:38:58,488][root][INFO] - Lr: 5.610e-03 | Epoch: [37][440/483] | Time 0.449 | Data 0.035 | Loss 0.1037 | IoU 0.575 [2021-03-11 14:39:02,971][root][INFO] - Lr: 5.607e-03 | Epoch: [37][450/483] | Time 0.449 | Data 0.035 | Loss 0.1036 | IoU 0.575 [2021-03-11 14:39:07,459][root][INFO] - Lr: 5.605e-03 | Epoch: [37][460/483] | Time 0.449 | Data 0.035 | Loss 0.1036 | IoU 0.575 [2021-03-11 14:39:11,947][root][INFO] - Lr: 5.603e-03 | Epoch: [37][470/483] | Time 0.449 | Data 0.035 | Loss 0.1036 | IoU 0.575 [2021-03-11 14:39:16,429][root][INFO] - Lr: 5.600e-03 | Epoch: [37][480/483] | Time 0.449 | Data 0.035 | Loss 0.1035 | IoU 0.575 [2021-03-11 14:39:18,344][root][INFO] - Lr: 5.599e-03 | Epoch: [38][0/483] | Time 0.938 | Data 0.508 | Loss 0.1035 | IoU 0.575 [2021-03-11 14:39:22,823][root][INFO] - Lr: 5.597e-03 | Epoch: [38][10/483] | Time 0.492 | Data 0.077 | Loss 0.1035 | IoU 0.575 [2021-03-11 14:39:27,309][root][INFO] - Lr: 5.594e-03 | Epoch: [38][20/483] | Time 0.472 | Data 0.057 | Loss 0.1034 | IoU 0.575 [2021-03-11 14:39:31,794][root][INFO] - Lr: 5.592e-03 | Epoch: [38][30/483] | Time 0.464 | Data 0.050 | Loss 0.1034 | IoU 0.575 [2021-03-11 14:39:36,282][root][INFO] - Lr: 5.589e-03 | Epoch: [38][40/483] | Time 0.460 | Data 0.046 | Loss 0.1033 | IoU 0.575 [2021-03-11 14:39:40,765][root][INFO] - Lr: 5.587e-03 | Epoch: [38][50/483] | Time 0.458 | Data 0.044 | Loss 0.1033 | IoU 0.575 [2021-03-11 14:39:45,250][root][INFO] - Lr: 5.584e-03 | Epoch: [38][60/483] | Time 0.456 | Data 0.042 | Loss 0.1033 | IoU 0.575 [2021-03-11 14:39:49,724][root][INFO] - Lr: 5.582e-03 | Epoch: [38][70/483] | Time 0.455 | Data 0.041 | Loss 0.1032 | IoU 0.575 [2021-03-11 14:39:54,203][root][INFO] - Lr: 5.579e-03 | Epoch: [38][80/483] | Time 0.454 | Data 0.040 | Loss 0.1032 | IoU 0.575 [2021-03-11 14:39:58,677][root][INFO] - Lr: 5.577e-03 | Epoch: [38][90/483] | Time 0.454 | Data 0.040 | Loss 0.1032 | IoU 0.575 [2021-03-11 14:40:03,153][root][INFO] - Lr: 5.574e-03 | Epoch: [38][100/483] | Time 0.453 | Data 0.039 | Loss 0.1031 | IoU 0.575 [2021-03-11 14:40:07,644][root][INFO] - Lr: 5.572e-03 | Epoch: [38][110/483] | Time 0.453 | Data 0.039 | Loss 0.1031 | IoU 0.575 [2021-03-11 14:40:12,125][root][INFO] - Lr: 5.569e-03 | Epoch: [38][120/483] | Time 0.452 | Data 0.038 | Loss 0.1030 | IoU 0.575 [2021-03-11 14:40:16,608][root][INFO] - Lr: 5.567e-03 | Epoch: [38][130/483] | Time 0.452 | Data 0.038 | Loss 0.1030 | IoU 0.575 [2021-03-11 14:40:21,073][root][INFO] - Lr: 5.565e-03 | Epoch: [38][140/483] | Time 0.452 | Data 0.038 | Loss 0.1030 | IoU 0.575 [2021-03-11 14:40:25,553][root][INFO] - Lr: 5.562e-03 | Epoch: [38][150/483] | Time 0.451 | Data 0.037 | Loss 0.1029 | IoU 0.575 [2021-03-11 14:40:30,035][root][INFO] - Lr: 5.560e-03 | Epoch: [38][160/483] | Time 0.451 | Data 0.037 | Loss 0.1029 | IoU 0.575 [2021-03-11 14:40:34,517][root][INFO] - Lr: 5.557e-03 | Epoch: [38][170/483] | Time 0.451 | Data 0.037 | Loss 0.1028 | IoU 0.575 [2021-03-11 14:40:39,000][root][INFO] - Lr: 5.555e-03 | Epoch: [38][180/483] | Time 0.451 | Data 0.037 | Loss 0.1028 | IoU 0.575 [2021-03-11 14:40:43,490][root][INFO] - Lr: 5.552e-03 | Epoch: [38][190/483] | Time 0.451 | Data 0.037 | Loss 0.1028 | IoU 0.575 [2021-03-11 14:40:47,982][root][INFO] - Lr: 5.550e-03 | Epoch: [38][200/483] | Time 0.451 | Data 0.037 | Loss 0.1027 | IoU 0.575 [2021-03-11 14:40:52,462][root][INFO] - Lr: 5.547e-03 | Epoch: [38][210/483] | Time 0.450 | Data 0.037 | Loss 0.1027 | IoU 0.576 [2021-03-11 14:40:56,949][root][INFO] - Lr: 5.545e-03 | Epoch: [38][220/483] | Time 0.450 | Data 0.036 | Loss 0.1026 | IoU 0.576 [2021-03-11 14:41:01,426][root][INFO] - Lr: 5.542e-03 | Epoch: [38][230/483] | Time 0.450 | Data 0.036 | Loss 0.1026 | IoU 0.576 [2021-03-11 14:41:05,907][root][INFO] - Lr: 5.540e-03 | Epoch: [38][240/483] | Time 0.450 | Data 0.036 | Loss 0.1026 | IoU 0.576 [2021-03-11 14:41:10,396][root][INFO] - Lr: 5.537e-03 | Epoch: [38][250/483] | Time 0.450 | Data 0.036 | Loss 0.1025 | IoU 0.576 [2021-03-11 14:41:14,881][root][INFO] - Lr: 5.535e-03 | Epoch: [38][260/483] | Time 0.450 | Data 0.036 | Loss 0.1025 | IoU 0.576 [2021-03-11 14:41:19,360][root][INFO] - Lr: 5.532e-03 | Epoch: [38][270/483] | Time 0.450 | Data 0.036 | Loss 0.1024 | IoU 0.576 [2021-03-11 14:41:23,837][root][INFO] - Lr: 5.530e-03 | Epoch: [38][280/483] | Time 0.450 | Data 0.036 | Loss 0.1024 | IoU 0.576 [2021-03-11 14:41:28,311][root][INFO] - Lr: 5.527e-03 | Epoch: [38][290/483] | Time 0.450 | Data 0.036 | Loss 0.1024 | IoU 0.576 [2021-03-11 14:41:32,806][root][INFO] - Lr: 5.525e-03 | Epoch: [38][300/483] | Time 0.450 | Data 0.036 | Loss 0.1023 | IoU 0.576 [2021-03-11 14:41:37,298][root][INFO] - Lr: 5.522e-03 | Epoch: [38][310/483] | Time 0.450 | Data 0.036 | Loss 0.1023 | IoU 0.576 [2021-03-11 14:41:41,779][root][INFO] - Lr: 5.520e-03 | Epoch: [38][320/483] | Time 0.450 | Data 0.036 | Loss 0.1023 | IoU 0.576 [2021-03-11 14:41:46,260][root][INFO] - Lr: 5.517e-03 | Epoch: [38][330/483] | Time 0.450 | Data 0.036 | Loss 0.1022 | IoU 0.576 [2021-03-11 14:41:50,732][root][INFO] - Lr: 5.515e-03 | Epoch: [38][340/483] | Time 0.450 | Data 0.036 | Loss 0.1022 | IoU 0.576 [2021-03-11 14:41:55,224][root][INFO] - Lr: 5.512e-03 | Epoch: [38][350/483] | Time 0.450 | Data 0.036 | Loss 0.1021 | IoU 0.576 [2021-03-11 14:41:59,709][root][INFO] - Lr: 5.510e-03 | Epoch: [38][360/483] | Time 0.450 | Data 0.036 | Loss 0.1021 | IoU 0.576 [2021-03-11 14:42:04,203][root][INFO] - Lr: 5.507e-03 | Epoch: [38][370/483] | Time 0.450 | Data 0.036 | Loss 0.1021 | IoU 0.576 [2021-03-11 14:42:08,672][root][INFO] - Lr: 5.505e-03 | Epoch: [38][380/483] | Time 0.450 | Data 0.036 | Loss 0.1020 | IoU 0.576 [2021-03-11 14:42:13,152][root][INFO] - Lr: 5.502e-03 | Epoch: [38][390/483] | Time 0.449 | Data 0.036 | Loss 0.1020 | IoU 0.576 [2021-03-11 14:42:17,638][root][INFO] - Lr: 5.500e-03 | Epoch: [38][400/483] | Time 0.449 | Data 0.036 | Loss 0.1019 | IoU 0.576 [2021-03-11 14:42:22,121][root][INFO] - Lr: 5.497e-03 | Epoch: [38][410/483] | Time 0.449 | Data 0.035 | Loss 0.1019 | IoU 0.576 [2021-03-11 14:42:26,610][root][INFO] - Lr: 5.495e-03 | Epoch: [38][420/483] | Time 0.449 | Data 0.035 | Loss 0.1019 | IoU 0.576 [2021-03-11 14:42:31,100][root][INFO] - Lr: 5.492e-03 | Epoch: [38][430/483] | Time 0.449 | Data 0.035 | Loss 0.1018 | IoU 0.576 [2021-03-11 14:42:35,588][root][INFO] - Lr: 5.490e-03 | Epoch: [38][440/483] | Time 0.449 | Data 0.035 | Loss 0.1018 | IoU 0.576 [2021-03-11 14:42:40,089][root][INFO] - Lr: 5.487e-03 | Epoch: [38][450/483] | Time 0.449 | Data 0.035 | Loss 0.1018 | IoU 0.576 [2021-03-11 14:42:44,576][root][INFO] - Lr: 5.485e-03 | Epoch: [38][460/483] | Time 0.449 | Data 0.035 | Loss 0.1017 | IoU 0.576 [2021-03-11 14:42:49,054][root][INFO] - Lr: 5.482e-03 | Epoch: [38][470/483] | Time 0.449 | Data 0.035 | Loss 0.1017 | IoU 0.576 [2021-03-11 14:42:53,542][root][INFO] - Lr: 5.480e-03 | Epoch: [38][480/483] | Time 0.449 | Data 0.035 | Loss 0.1016 | IoU 0.576 [2021-03-11 14:42:55,446][root][INFO] - Lr: 5.479e-03 | Epoch: [39][0/483] | Time 0.947 | Data 0.495 | Loss 0.1016 | IoU 0.576 [2021-03-11 14:42:59,928][root][INFO] - Lr: 5.477e-03 | Epoch: [39][10/483] | Time 0.494 | Data 0.076 | Loss 0.1016 | IoU 0.576 [2021-03-11 14:43:04,419][root][INFO] - Lr: 5.474e-03 | Epoch: [39][20/483] | Time 0.472 | Data 0.056 | Loss 0.1016 | IoU 0.576 [2021-03-11 14:43:08,898][root][INFO] - Lr: 5.472e-03 | Epoch: [39][30/483] | Time 0.464 | Data 0.049 | Loss 0.1015 | IoU 0.576 [2021-03-11 14:43:13,386][root][INFO] - Lr: 5.469e-03 | Epoch: [39][40/483] | Time 0.461 | Data 0.045 | Loss 0.1015 | IoU 0.576 [2021-03-11 14:43:17,879][root][INFO] - Lr: 5.467e-03 | Epoch: [39][50/483] | Time 0.458 | Data 0.043 | Loss 0.1014 | IoU 0.576 [2021-03-11 14:43:22,358][root][INFO] - Lr: 5.464e-03 | Epoch: [39][60/483] | Time 0.457 | Data 0.042 | Loss 0.1014 | IoU 0.576 [2021-03-11 14:43:26,842][root][INFO] - Lr: 5.462e-03 | Epoch: [39][70/483] | Time 0.456 | Data 0.041 | Loss 0.1014 | IoU 0.576 [2021-03-11 14:43:31,337][root][INFO] - Lr: 5.459e-03 | Epoch: [39][80/483] | Time 0.455 | Data 0.040 | Loss 0.1013 | IoU 0.576 [2021-03-11 14:43:35,831][root][INFO] - Lr: 5.457e-03 | Epoch: [39][90/483] | Time 0.454 | Data 0.039 | Loss 0.1013 | IoU 0.576 [2021-03-11 14:43:40,313][root][INFO] - Lr: 5.454e-03 | Epoch: [39][100/483] | Time 0.454 | Data 0.039 | Loss 0.1013 | IoU 0.576 [2021-03-11 14:43:44,798][root][INFO] - Lr: 5.452e-03 | Epoch: [39][110/483] | Time 0.453 | Data 0.038 | Loss 0.1012 | IoU 0.576 [2021-03-11 14:43:49,280][root][INFO] - Lr: 5.449e-03 | Epoch: [39][120/483] | Time 0.453 | Data 0.038 | Loss 0.1012 | IoU 0.576 [2021-03-11 14:43:53,779][root][INFO] - Lr: 5.447e-03 | Epoch: [39][130/483] | Time 0.453 | Data 0.038 | Loss 0.1011 | IoU 0.576 [2021-03-11 14:43:58,275][root][INFO] - Lr: 5.444e-03 | Epoch: [39][140/483] | Time 0.452 | Data 0.038 | Loss 0.1011 | IoU 0.576 [2021-03-11 14:44:02,761][root][INFO] - Lr: 5.442e-03 | Epoch: [39][150/483] | Time 0.452 | Data 0.037 | Loss 0.1011 | IoU 0.576 [2021-03-11 14:44:07,242][root][INFO] - Lr: 5.439e-03 | Epoch: [39][160/483] | Time 0.452 | Data 0.037 | Loss 0.1010 | IoU 0.576 [2021-03-11 14:44:11,731][root][INFO] - Lr: 5.437e-03 | Epoch: [39][170/483] | Time 0.452 | Data 0.037 | Loss 0.1010 | IoU 0.576 [2021-03-11 14:44:16,221][root][INFO] - Lr: 5.434e-03 | Epoch: [39][180/483] | Time 0.451 | Data 0.037 | Loss 0.1010 | IoU 0.576 [2021-03-11 14:44:20,694][root][INFO] - Lr: 5.432e-03 | Epoch: [39][190/483] | Time 0.451 | Data 0.037 | Loss 0.1009 | IoU 0.577 [2021-03-11 14:44:25,179][root][INFO] - Lr: 5.429e-03 | Epoch: [39][200/483] | Time 0.451 | Data 0.037 | Loss 0.1009 | IoU 0.577 [2021-03-11 14:44:29,664][root][INFO] - Lr: 5.427e-03 | Epoch: [39][210/483] | Time 0.451 | Data 0.036 | Loss 0.1008 | IoU 0.577 [2021-03-11 14:44:34,146][root][INFO] - Lr: 5.424e-03 | Epoch: [39][220/483] | Time 0.451 | Data 0.036 | Loss 0.1008 | IoU 0.577 [2021-03-11 14:44:38,631][root][INFO] - Lr: 5.422e-03 | Epoch: [39][230/483] | Time 0.451 | Data 0.036 | Loss 0.1008 | IoU 0.577 [2021-03-11 14:44:43,122][root][INFO] - Lr: 5.419e-03 | Epoch: [39][240/483] | Time 0.451 | Data 0.036 | Loss 0.1007 | IoU 0.577 [2021-03-11 14:44:47,612][root][INFO] - Lr: 5.417e-03 | Epoch: [39][250/483] | Time 0.451 | Data 0.036 | Loss 0.1007 | IoU 0.577 [2021-03-11 14:44:52,094][root][INFO] - Lr: 5.414e-03 | Epoch: [39][260/483] | Time 0.451 | Data 0.036 | Loss 0.1007 | IoU 0.577 [2021-03-11 14:44:56,582][root][INFO] - Lr: 5.412e-03 | Epoch: [39][270/483] | Time 0.450 | Data 0.036 | Loss 0.1006 | IoU 0.577 [2021-03-11 14:45:01,060][root][INFO] - Lr: 5.409e-03 | Epoch: [39][280/483] | Time 0.450 | Data 0.036 | Loss 0.1006 | IoU 0.577 [2021-03-11 14:45:05,542][root][INFO] - Lr: 5.407e-03 | Epoch: [39][290/483] | Time 0.450 | Data 0.036 | Loss 0.1005 | IoU 0.577 [2021-03-11 14:45:10,026][root][INFO] - Lr: 5.404e-03 | Epoch: [39][300/483] | Time 0.450 | Data 0.036 | Loss 0.1005 | IoU 0.577 [2021-03-11 14:45:14,509][root][INFO] - Lr: 5.402e-03 | Epoch: [39][310/483] | Time 0.450 | Data 0.036 | Loss 0.1005 | IoU 0.577 [2021-03-11 14:45:18,981][root][INFO] - Lr: 5.399e-03 | Epoch: [39][320/483] | Time 0.450 | Data 0.036 | Loss 0.1004 | IoU 0.577 [2021-03-11 14:45:23,461][root][INFO] - Lr: 5.397e-03 | Epoch: [39][330/483] | Time 0.450 | Data 0.036 | Loss 0.1004 | IoU 0.577 [2021-03-11 14:45:27,958][root][INFO] - Lr: 5.394e-03 | Epoch: [39][340/483] | Time 0.450 | Data 0.036 | Loss 0.1004 | IoU 0.577 [2021-03-11 14:45:32,429][root][INFO] - Lr: 5.392e-03 | Epoch: [39][350/483] | Time 0.450 | Data 0.036 | Loss 0.1003 | IoU 0.577 [2021-03-11 14:45:36,904][root][INFO] - Lr: 5.389e-03 | Epoch: [39][360/483] | Time 0.450 | Data 0.036 | Loss 0.1003 | IoU 0.577 [2021-03-11 14:45:41,382][root][INFO] - Lr: 5.387e-03 | Epoch: [39][370/483] | Time 0.450 | Data 0.036 | Loss 0.1002 | IoU 0.577 [2021-03-11 14:45:45,868][root][INFO] - Lr: 5.384e-03 | Epoch: [39][380/483] | Time 0.450 | Data 0.036 | Loss 0.1002 | IoU 0.577 [2021-03-11 14:45:50,348][root][INFO] - Lr: 5.382e-03 | Epoch: [39][390/483] | Time 0.450 | Data 0.035 | Loss 0.1002 | IoU 0.577 [2021-03-11 14:45:54,825][root][INFO] - Lr: 5.379e-03 | Epoch: [39][400/483] | Time 0.450 | Data 0.035 | Loss 0.1001 | IoU 0.577 [2021-03-11 14:45:59,311][root][INFO] - Lr: 5.377e-03 | Epoch: [39][410/483] | Time 0.450 | Data 0.035 | Loss 0.1001 | IoU 0.577 [2021-03-11 14:46:03,797][root][INFO] - Lr: 5.374e-03 | Epoch: [39][420/483] | Time 0.450 | Data 0.035 | Loss 0.1001 | IoU 0.577 [2021-03-11 14:46:08,293][root][INFO] - Lr: 5.372e-03 | Epoch: [39][430/483] | Time 0.450 | Data 0.035 | Loss 0.1000 | IoU 0.577 [2021-03-11 14:46:12,776][root][INFO] - Lr: 5.369e-03 | Epoch: [39][440/483] | Time 0.450 | Data 0.035 | Loss 0.1000 | IoU 0.577 [2021-03-11 14:46:17,261][root][INFO] - Lr: 5.367e-03 | Epoch: [39][450/483] | Time 0.450 | Data 0.035 | Loss 0.1000 | IoU 0.577 [2021-03-11 14:46:21,743][root][INFO] - Lr: 5.364e-03 | Epoch: [39][460/483] | Time 0.450 | Data 0.035 | Loss 0.0999 | IoU 0.577 [2021-03-11 14:46:26,226][root][INFO] - Lr: 5.362e-03 | Epoch: [39][470/483] | Time 0.450 | Data 0.035 | Loss 0.0999 | IoU 0.577 [2021-03-11 14:46:30,714][root][INFO] - Lr: 5.359e-03 | Epoch: [39][480/483] | Time 0.450 | Data 0.035 | Loss 0.0998 | IoU 0.577 [2021-03-11 14:46:32,644][root][INFO] - Lr: 5.359e-03 | Epoch: [40][0/483] | Time 0.944 | Data 0.507 | Loss 0.0998 | IoU 0.577 [2021-03-11 14:46:37,121][root][INFO] - Lr: 5.356e-03 | Epoch: [40][10/483] | Time 0.493 | Data 0.077 | Loss 0.0998 | IoU 0.577 [2021-03-11 14:46:41,596][root][INFO] - Lr: 5.354e-03 | Epoch: [40][20/483] | Time 0.471 | Data 0.057 | Loss 0.0998 | IoU 0.577 [2021-03-11 14:46:46,077][root][INFO] - Lr: 5.351e-03 | Epoch: [40][30/483] | Time 0.464 | Data 0.049 | Loss 0.0997 | IoU 0.577 [2021-03-11 14:46:50,558][root][INFO] - Lr: 5.349e-03 | Epoch: [40][40/483] | Time 0.460 | Data 0.046 | Loss 0.0997 | IoU 0.577 [2021-03-11 14:46:55,038][root][INFO] - Lr: 5.346e-03 | Epoch: [40][50/483] | Time 0.458 | Data 0.043 | Loss 0.0997 | IoU 0.577 [2021-03-11 14:46:59,521][root][INFO] - Lr: 5.344e-03 | Epoch: [40][60/483] | Time 0.456 | Data 0.042 | Loss 0.0996 | IoU 0.577 [2021-03-11 14:47:04,021][root][INFO] - Lr: 5.341e-03 | Epoch: [40][70/483] | Time 0.455 | Data 0.041 | Loss 0.0996 | IoU 0.577 [2021-03-11 14:47:08,509][root][INFO] - Lr: 5.339e-03 | Epoch: [40][80/483] | Time 0.454 | Data 0.040 | Loss 0.0995 | IoU 0.577 [2021-03-11 14:47:12,994][root][INFO] - Lr: 5.336e-03 | Epoch: [40][90/483] | Time 0.454 | Data 0.039 | Loss 0.0995 | IoU 0.577 [2021-03-11 14:47:17,474][root][INFO] - Lr: 5.334e-03 | Epoch: [40][100/483] | Time 0.453 | Data 0.039 | Loss 0.0995 | IoU 0.577 [2021-03-11 14:47:21,955][root][INFO] - Lr: 5.331e-03 | Epoch: [40][110/483] | Time 0.453 | Data 0.038 | Loss 0.0994 | IoU 0.577 [2021-03-11 14:47:26,442][root][INFO] - Lr: 5.329e-03 | Epoch: [40][120/483] | Time 0.452 | Data 0.038 | Loss 0.0994 | IoU 0.577 [2021-03-11 14:47:30,933][root][INFO] - Lr: 5.326e-03 | Epoch: [40][130/483] | Time 0.452 | Data 0.038 | Loss 0.0994 | IoU 0.577 [2021-03-11 14:47:35,420][root][INFO] - Lr: 5.324e-03 | Epoch: [40][140/483] | Time 0.452 | Data 0.038 | Loss 0.0993 | IoU 0.577 [2021-03-11 14:47:39,898][root][INFO] - Lr: 5.321e-03 | Epoch: [40][150/483] | Time 0.452 | Data 0.037 | Loss 0.0993 | IoU 0.577 [2021-03-11 14:47:44,390][root][INFO] - Lr: 5.319e-03 | Epoch: [40][160/483] | Time 0.451 | Data 0.037 | Loss 0.0993 | IoU 0.577 [2021-03-11 14:47:48,868][root][INFO] - Lr: 5.316e-03 | Epoch: [40][170/483] | Time 0.451 | Data 0.037 | Loss 0.0992 | IoU 0.577 [2021-03-11 14:47:53,348][root][INFO] - Lr: 5.314e-03 | Epoch: [40][180/483] | Time 0.451 | Data 0.037 | Loss 0.0992 | IoU 0.577 [2021-03-11 14:47:57,839][root][INFO] - Lr: 5.311e-03 | Epoch: [40][190/483] | Time 0.451 | Data 0.037 | Loss 0.0991 | IoU 0.577 [2021-03-11 14:48:02,334][root][INFO] - Lr: 5.309e-03 | Epoch: [40][200/483] | Time 0.451 | Data 0.037 | Loss 0.0991 | IoU 0.577 [2021-03-11 14:48:06,833][root][INFO] - Lr: 5.306e-03 | Epoch: [40][210/483] | Time 0.451 | Data 0.037 | Loss 0.0991 | IoU 0.577 [2021-03-11 14:48:11,324][root][INFO] - Lr: 5.304e-03 | Epoch: [40][220/483] | Time 0.451 | Data 0.036 | Loss 0.0990 | IoU 0.577 [2021-03-11 14:48:15,820][root][INFO] - Lr: 5.301e-03 | Epoch: [40][230/483] | Time 0.451 | Data 0.036 | Loss 0.0990 | IoU 0.577 [2021-03-11 14:48:20,309][root][INFO] - Lr: 5.299e-03 | Epoch: [40][240/483] | Time 0.451 | Data 0.036 | Loss 0.0990 | IoU 0.577 [2021-03-11 14:48:24,796][root][INFO] - Lr: 5.296e-03 | Epoch: [40][250/483] | Time 0.451 | Data 0.036 | Loss 0.0989 | IoU 0.577 [2021-03-11 14:48:29,290][root][INFO] - Lr: 5.294e-03 | Epoch: [40][260/483] | Time 0.451 | Data 0.036 | Loss 0.0989 | IoU 0.578 [2021-03-11 14:48:33,769][root][INFO] - Lr: 5.291e-03 | Epoch: [40][270/483] | Time 0.450 | Data 0.036 | Loss 0.0989 | IoU 0.578 [2021-03-11 14:48:38,244][root][INFO] - Lr: 5.289e-03 | Epoch: [40][280/483] | Time 0.450 | Data 0.036 | Loss 0.0988 | IoU 0.578 [2021-03-11 14:48:42,729][root][INFO] - Lr: 5.286e-03 | Epoch: [40][290/483] | Time 0.450 | Data 0.036 | Loss 0.0988 | IoU 0.578 [2021-03-11 14:48:47,210][root][INFO] - Lr: 5.284e-03 | Epoch: [40][300/483] | Time 0.450 | Data 0.036 | Loss 0.0988 | IoU 0.578 [2021-03-11 14:48:51,695][root][INFO] - Lr: 5.281e-03 | Epoch: [40][310/483] | Time 0.450 | Data 0.036 | Loss 0.0987 | IoU 0.578 [2021-03-11 14:48:56,184][root][INFO] - Lr: 5.279e-03 | Epoch: [40][320/483] | Time 0.450 | Data 0.036 | Loss 0.0987 | IoU 0.578 [2021-03-11 14:49:00,672][root][INFO] - Lr: 5.276e-03 | Epoch: [40][330/483] | Time 0.450 | Data 0.036 | Loss 0.0987 | IoU 0.578 [2021-03-11 14:49:05,165][root][INFO] - Lr: 5.274e-03 | Epoch: [40][340/483] | Time 0.450 | Data 0.036 | Loss 0.0986 | IoU 0.578 [2021-03-11 14:49:09,660][root][INFO] - Lr: 5.271e-03 | Epoch: [40][350/483] | Time 0.450 | Data 0.036 | Loss 0.0986 | IoU 0.578 [2021-03-11 14:49:14,132][root][INFO] - Lr: 5.269e-03 | Epoch: [40][360/483] | Time 0.450 | Data 0.036 | Loss 0.0985 | IoU 0.578 [2021-03-11 14:49:18,617][root][INFO] - Lr: 5.266e-03 | Epoch: [40][370/483] | Time 0.450 | Data 0.036 | Loss 0.0985 | IoU 0.578 [2021-03-11 14:49:23,115][root][INFO] - Lr: 5.264e-03 | Epoch: [40][380/483] | Time 0.450 | Data 0.036 | Loss 0.0985 | IoU 0.578 [2021-03-11 14:49:27,606][root][INFO] - Lr: 5.261e-03 | Epoch: [40][390/483] | Time 0.450 | Data 0.036 | Loss 0.0984 | IoU 0.578 [2021-03-11 14:49:32,089][root][INFO] - Lr: 5.259e-03 | Epoch: [40][400/483] | Time 0.450 | Data 0.036 | Loss 0.0984 | IoU 0.578 [2021-03-11 14:49:36,571][root][INFO] - Lr: 5.256e-03 | Epoch: [40][410/483] | Time 0.450 | Data 0.035 | Loss 0.0984 | IoU 0.578 [2021-03-11 14:49:41,058][root][INFO] - Lr: 5.254e-03 | Epoch: [40][420/483] | Time 0.450 | Data 0.035 | Loss 0.0983 | IoU 0.578 [2021-03-11 14:49:45,534][root][INFO] - Lr: 5.251e-03 | Epoch: [40][430/483] | Time 0.450 | Data 0.035 | Loss 0.0983 | IoU 0.578 [2021-03-11 14:49:50,014][root][INFO] - Lr: 5.249e-03 | Epoch: [40][440/483] | Time 0.450 | Data 0.035 | Loss 0.0983 | IoU 0.578 [2021-03-11 14:49:54,513][root][INFO] - Lr: 5.246e-03 | Epoch: [40][450/483] | Time 0.450 | Data 0.035 | Loss 0.0982 | IoU 0.578 [2021-03-11 14:49:58,990][root][INFO] - Lr: 5.244e-03 | Epoch: [40][460/483] | Time 0.450 | Data 0.035 | Loss 0.0982 | IoU 0.578 [2021-03-11 14:50:03,478][root][INFO] - Lr: 5.241e-03 | Epoch: [40][470/483] | Time 0.450 | Data 0.035 | Loss 0.0982 | IoU 0.578 [2021-03-11 14:50:07,963][root][INFO] - Lr: 5.239e-03 | Epoch: [40][480/483] | Time 0.450 | Data 0.035 | Loss 0.0981 | IoU 0.578 [2021-03-11 14:50:09,442][root][INFO] - 0/680 [2021-03-11 14:50:09,694][root][INFO] - 1/680 [2021-03-11 14:50:09,900][root][INFO] - 2/680 [2021-03-11 14:50:10,100][root][INFO] - 3/680 [2021-03-11 14:50:10,299][root][INFO] - 4/680 [2021-03-11 14:50:10,504][root][INFO] - 5/680 [2021-03-11 14:50:10,702][root][INFO] - 6/680 [2021-03-11 14:50:10,898][root][INFO] - 7/680 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650/680 [2021-03-11 14:52:16,594][root][INFO] - 651/680 [2021-03-11 14:52:16,782][root][INFO] - 652/680 [2021-03-11 14:52:16,979][root][INFO] - 653/680 [2021-03-11 14:52:17,177][root][INFO] - 654/680 [2021-03-11 14:52:17,374][root][INFO] - 655/680 [2021-03-11 14:52:17,556][root][INFO] - 656/680 [2021-03-11 14:52:17,754][root][INFO] - 657/680 [2021-03-11 14:52:17,951][root][INFO] - 658/680 [2021-03-11 14:52:18,149][root][INFO] - 659/680 [2021-03-11 14:52:18,336][root][INFO] - 660/680 [2021-03-11 14:52:18,534][root][INFO] - 661/680 [2021-03-11 14:52:18,731][root][INFO] - 662/680 [2021-03-11 14:52:18,930][root][INFO] - 663/680 [2021-03-11 14:52:19,128][root][INFO] - 664/680 [2021-03-11 14:52:19,310][root][INFO] - 665/680 [2021-03-11 14:52:19,506][root][INFO] - 666/680 [2021-03-11 14:52:19,703][root][INFO] - 667/680 [2021-03-11 14:52:19,900][root][INFO] - 668/680 [2021-03-11 14:52:20,082][root][INFO] - 669/680 [2021-03-11 14:52:20,282][root][INFO] - 670/680 [2021-03-11 14:52:20,478][root][INFO] - 671/680 [2021-03-11 14:52:20,661][root][INFO] - 672/680 [2021-03-11 14:52:20,846][root][INFO] - 673/680 [2021-03-11 14:52:21,028][root][INFO] - 674/680 [2021-03-11 14:52:21,211][root][INFO] - 675/680 [2021-03-11 14:52:21,392][root][INFO] - 676/680 [2021-03-11 14:52:21,575][root][INFO] - 677/680 [2021-03-11 14:52:21,758][root][INFO] - 678/680 [2021-03-11 14:52:21,941][root][INFO] - 679/680 [2021-03-11 14:52:22,145][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.2922 IoU avg 0.507 [2021-03-11 14:52:23,113][root][INFO] - Lr: 5.238e-03 | Epoch: [41][0/483] | Time 0.920 | Data 0.487 | Loss 0.0981 | IoU 0.578 [2021-03-11 14:52:27,585][root][INFO] - Lr: 5.236e-03 | Epoch: [41][10/483] | Time 0.490 | Data 0.075 | Loss 0.0981 | IoU 0.578 [2021-03-11 14:52:32,053][root][INFO] - Lr: 5.233e-03 | Epoch: [41][20/483] | Time 0.470 | Data 0.056 | Loss 0.0980 | IoU 0.578 [2021-03-11 14:52:36,528][root][INFO] - Lr: 5.231e-03 | Epoch: [41][30/483] | Time 0.462 | Data 0.049 | Loss 0.0980 | IoU 0.578 [2021-03-11 14:52:40,996][root][INFO] - Lr: 5.228e-03 | Epoch: [41][40/483] | Time 0.459 | Data 0.045 | Loss 0.0980 | IoU 0.578 [2021-03-11 14:52:45,483][root][INFO] - Lr: 5.226e-03 | Epoch: [41][50/483] | Time 0.457 | Data 0.043 | Loss 0.0979 | IoU 0.578 [2021-03-11 14:52:49,967][root][INFO] - Lr: 5.223e-03 | Epoch: [41][60/483] | Time 0.455 | Data 0.042 | Loss 0.0979 | IoU 0.578 [2021-03-11 14:52:54,445][root][INFO] - Lr: 5.220e-03 | Epoch: [41][70/483] | Time 0.454 | Data 0.041 | Loss 0.0979 | IoU 0.578 [2021-03-11 14:52:58,931][root][INFO] - Lr: 5.218e-03 | Epoch: [41][80/483] | Time 0.454 | Data 0.040 | Loss 0.0978 | IoU 0.578 [2021-03-11 14:53:03,403][root][INFO] - Lr: 5.215e-03 | Epoch: [41][90/483] | Time 0.453 | Data 0.039 | Loss 0.0978 | IoU 0.578 [2021-03-11 14:53:07,883][root][INFO] - Lr: 5.213e-03 | Epoch: [41][100/483] | Time 0.452 | Data 0.039 | Loss 0.0978 | IoU 0.578 [2021-03-11 14:53:12,358][root][INFO] - Lr: 5.210e-03 | Epoch: [41][110/483] | Time 0.452 | Data 0.038 | Loss 0.0977 | IoU 0.578 [2021-03-11 14:53:16,829][root][INFO] - Lr: 5.208e-03 | Epoch: [41][120/483] | Time 0.452 | Data 0.038 | Loss 0.0977 | IoU 0.578 [2021-03-11 14:53:21,306][root][INFO] - Lr: 5.205e-03 | Epoch: [41][130/483] | Time 0.451 | Data 0.038 | Loss 0.0977 | IoU 0.578 [2021-03-11 14:53:25,783][root][INFO] - Lr: 5.203e-03 | Epoch: [41][140/483] | Time 0.451 | Data 0.037 | Loss 0.0976 | IoU 0.578 [2021-03-11 14:53:30,252][root][INFO] - Lr: 5.200e-03 | Epoch: [41][150/483] | Time 0.451 | Data 0.037 | Loss 0.0976 | IoU 0.578 [2021-03-11 14:53:34,735][root][INFO] - Lr: 5.198e-03 | Epoch: [41][160/483] | Time 0.451 | Data 0.037 | Loss 0.0976 | IoU 0.578 [2021-03-11 14:53:39,203][root][INFO] - Lr: 5.195e-03 | Epoch: [41][170/483] | Time 0.450 | Data 0.037 | Loss 0.0975 | IoU 0.578 [2021-03-11 14:53:43,682][root][INFO] - Lr: 5.193e-03 | Epoch: [41][180/483] | Time 0.450 | Data 0.037 | Loss 0.0975 | IoU 0.578 [2021-03-11 14:53:48,155][root][INFO] - Lr: 5.190e-03 | Epoch: [41][190/483] | Time 0.450 | Data 0.037 | Loss 0.0975 | IoU 0.578 [2021-03-11 14:53:52,632][root][INFO] - Lr: 5.188e-03 | Epoch: [41][200/483] | Time 0.450 | Data 0.036 | Loss 0.0974 | IoU 0.578 [2021-03-11 14:53:57,111][root][INFO] - Lr: 5.185e-03 | Epoch: [41][210/483] | Time 0.450 | Data 0.036 | Loss 0.0974 | IoU 0.578 [2021-03-11 14:54:01,595][root][INFO] - Lr: 5.183e-03 | Epoch: [41][220/483] | Time 0.450 | Data 0.036 | Loss 0.0974 | IoU 0.578 [2021-03-11 14:54:06,077][root][INFO] - Lr: 5.180e-03 | Epoch: [41][230/483] | Time 0.450 | Data 0.036 | Loss 0.0973 | IoU 0.578 [2021-03-11 14:54:10,560][root][INFO] - Lr: 5.178e-03 | Epoch: [41][240/483] | Time 0.450 | Data 0.036 | Loss 0.0973 | IoU 0.578 [2021-03-11 14:54:15,044][root][INFO] - Lr: 5.175e-03 | Epoch: [41][250/483] | Time 0.450 | Data 0.036 | Loss 0.0973 | IoU 0.578 [2021-03-11 14:54:19,526][root][INFO] - Lr: 5.173e-03 | Epoch: [41][260/483] | Time 0.450 | Data 0.036 | Loss 0.0972 | IoU 0.578 [2021-03-11 14:54:24,013][root][INFO] - Lr: 5.170e-03 | Epoch: [41][270/483] | Time 0.450 | Data 0.036 | Loss 0.0972 | IoU 0.579 [2021-03-11 14:54:28,499][root][INFO] - Lr: 5.168e-03 | Epoch: [41][280/483] | Time 0.449 | Data 0.036 | Loss 0.0972 | IoU 0.579 [2021-03-11 14:54:32,969][root][INFO] - Lr: 5.165e-03 | Epoch: [41][290/483] | Time 0.449 | Data 0.036 | Loss 0.0971 | IoU 0.579 [2021-03-11 14:54:37,455][root][INFO] - Lr: 5.163e-03 | Epoch: [41][300/483] | Time 0.449 | Data 0.036 | Loss 0.0971 | IoU 0.579 [2021-03-11 14:54:41,925][root][INFO] - Lr: 5.160e-03 | Epoch: [41][310/483] | Time 0.449 | Data 0.036 | Loss 0.0971 | IoU 0.579 [2021-03-11 14:54:46,402][root][INFO] - Lr: 5.158e-03 | Epoch: [41][320/483] | Time 0.449 | Data 0.036 | Loss 0.0970 | IoU 0.579 [2021-03-11 14:54:50,888][root][INFO] - Lr: 5.155e-03 | Epoch: [41][330/483] | Time 0.449 | Data 0.036 | Loss 0.0970 | IoU 0.579 [2021-03-11 14:54:55,379][root][INFO] - Lr: 5.153e-03 | Epoch: [41][340/483] | Time 0.449 | Data 0.036 | Loss 0.0970 | IoU 0.579 [2021-03-11 14:54:59,872][root][INFO] - Lr: 5.150e-03 | Epoch: [41][350/483] | Time 0.449 | Data 0.036 | Loss 0.0969 | IoU 0.579 [2021-03-11 14:55:04,362][root][INFO] - Lr: 5.148e-03 | Epoch: [41][360/483] | Time 0.449 | Data 0.035 | Loss 0.0969 | IoU 0.579 [2021-03-11 14:55:08,841][root][INFO] - Lr: 5.145e-03 | Epoch: [41][370/483] | Time 0.449 | Data 0.035 | Loss 0.0969 | IoU 0.579 [2021-03-11 14:55:13,321][root][INFO] - Lr: 5.143e-03 | Epoch: [41][380/483] | Time 0.449 | Data 0.035 | Loss 0.0968 | IoU 0.579 [2021-03-11 14:55:17,803][root][INFO] - Lr: 5.140e-03 | Epoch: [41][390/483] | Time 0.449 | Data 0.035 | Loss 0.0968 | IoU 0.579 [2021-03-11 14:55:22,276][root][INFO] - Lr: 5.138e-03 | Epoch: [41][400/483] | Time 0.449 | Data 0.035 | Loss 0.0968 | IoU 0.579 [2021-03-11 14:55:26,766][root][INFO] - Lr: 5.135e-03 | Epoch: [41][410/483] | Time 0.449 | Data 0.035 | Loss 0.0967 | IoU 0.579 [2021-03-11 14:55:31,247][root][INFO] - Lr: 5.133e-03 | Epoch: [41][420/483] | Time 0.449 | Data 0.035 | Loss 0.0967 | IoU 0.579 [2021-03-11 14:55:35,724][root][INFO] - Lr: 5.130e-03 | Epoch: [41][430/483] | Time 0.449 | Data 0.035 | Loss 0.0967 | IoU 0.579 [2021-03-11 14:55:40,217][root][INFO] - Lr: 5.128e-03 | Epoch: [41][440/483] | Time 0.449 | Data 0.035 | Loss 0.0966 | IoU 0.579 [2021-03-11 14:55:44,693][root][INFO] - Lr: 5.125e-03 | Epoch: [41][450/483] | Time 0.449 | Data 0.035 | Loss 0.0966 | IoU 0.579 [2021-03-11 14:55:49,170][root][INFO] - Lr: 5.123e-03 | Epoch: [41][460/483] | Time 0.449 | Data 0.035 | Loss 0.0966 | IoU 0.579 [2021-03-11 14:55:53,651][root][INFO] - Lr: 5.120e-03 | Epoch: [41][470/483] | Time 0.449 | Data 0.035 | Loss 0.0965 | IoU 0.579 [2021-03-11 14:55:58,114][root][INFO] - Lr: 5.118e-03 | Epoch: [41][480/483] | Time 0.449 | Data 0.035 | Loss 0.0965 | IoU 0.579 [2021-03-11 14:56:00,064][root][INFO] - Lr: 5.117e-03 | Epoch: [42][0/483] | Time 0.966 | Data 0.506 | Loss 0.0965 | IoU 0.579 [2021-03-11 14:56:04,530][root][INFO] - Lr: 5.114e-03 | Epoch: [42][10/483] | Time 0.494 | Data 0.077 | Loss 0.0964 | IoU 0.579 [2021-03-11 14:56:09,008][root][INFO] - Lr: 5.112e-03 | Epoch: [42][20/483] | Time 0.472 | Data 0.057 | Loss 0.0964 | IoU 0.579 [2021-03-11 14:56:13,489][root][INFO] - Lr: 5.109e-03 | Epoch: [42][30/483] | Time 0.464 | Data 0.049 | Loss 0.0964 | IoU 0.579 [2021-03-11 14:56:17,975][root][INFO] - Lr: 5.107e-03 | Epoch: [42][40/483] | Time 0.460 | Data 0.046 | Loss 0.0963 | IoU 0.579 [2021-03-11 14:56:22,473][root][INFO] - Lr: 5.104e-03 | Epoch: [42][50/483] | Time 0.458 | Data 0.044 | Loss 0.0963 | IoU 0.579 [2021-03-11 14:56:26,953][root][INFO] - Lr: 5.102e-03 | Epoch: [42][60/483] | Time 0.457 | Data 0.042 | Loss 0.0963 | IoU 0.579 [2021-03-11 14:56:31,431][root][INFO] - Lr: 5.099e-03 | Epoch: [42][70/483] | Time 0.455 | Data 0.041 | Loss 0.0962 | IoU 0.579 [2021-03-11 14:56:35,917][root][INFO] - Lr: 5.097e-03 | Epoch: [42][80/483] | Time 0.455 | Data 0.040 | Loss 0.0962 | IoU 0.579 [2021-03-11 14:56:40,399][root][INFO] - Lr: 5.094e-03 | Epoch: [42][90/483] | Time 0.454 | Data 0.039 | Loss 0.0962 | IoU 0.579 [2021-03-11 14:56:44,879][root][INFO] - Lr: 5.092e-03 | Epoch: [42][100/483] | Time 0.453 | Data 0.039 | Loss 0.0961 | IoU 0.579 [2021-03-11 14:56:49,366][root][INFO] - Lr: 5.089e-03 | Epoch: [42][110/483] | Time 0.453 | Data 0.039 | Loss 0.0961 | IoU 0.579 [2021-03-11 14:56:53,848][root][INFO] - Lr: 5.087e-03 | Epoch: [42][120/483] | Time 0.452 | Data 0.038 | Loss 0.0961 | IoU 0.579 [2021-03-11 14:56:58,328][root][INFO] - Lr: 5.084e-03 | Epoch: [42][130/483] | Time 0.452 | Data 0.038 | Loss 0.0960 | IoU 0.579 [2021-03-11 14:57:02,813][root][INFO] - Lr: 5.082e-03 | Epoch: [42][140/483] | Time 0.452 | Data 0.038 | Loss 0.0960 | IoU 0.579 [2021-03-11 14:57:07,291][root][INFO] - Lr: 5.079e-03 | Epoch: [42][150/483] | Time 0.452 | Data 0.037 | Loss 0.0960 | IoU 0.579 [2021-03-11 14:57:11,775][root][INFO] - Lr: 5.077e-03 | Epoch: [42][160/483] | Time 0.451 | Data 0.037 | Loss 0.0959 | IoU 0.579 [2021-03-11 14:57:16,261][root][INFO] - Lr: 5.074e-03 | Epoch: [42][170/483] | Time 0.451 | Data 0.037 | Loss 0.0959 | IoU 0.579 [2021-03-11 14:57:20,745][root][INFO] - Lr: 5.072e-03 | Epoch: [42][180/483] | Time 0.451 | Data 0.037 | Loss 0.0959 | IoU 0.579 [2021-03-11 14:57:25,227][root][INFO] - Lr: 5.069e-03 | Epoch: [42][190/483] | Time 0.451 | Data 0.037 | Loss 0.0959 | IoU 0.579 [2021-03-11 14:57:29,713][root][INFO] - Lr: 5.067e-03 | Epoch: [42][200/483] | Time 0.451 | Data 0.037 | Loss 0.0958 | IoU 0.579 [2021-03-11 14:57:34,185][root][INFO] - Lr: 5.064e-03 | Epoch: [42][210/483] | Time 0.451 | Data 0.037 | Loss 0.0958 | IoU 0.579 [2021-03-11 14:57:38,664][root][INFO] - Lr: 5.062e-03 | Epoch: [42][220/483] | Time 0.451 | Data 0.036 | Loss 0.0958 | IoU 0.579 [2021-03-11 14:57:43,137][root][INFO] - Lr: 5.059e-03 | Epoch: [42][230/483] | Time 0.450 | Data 0.036 | Loss 0.0957 | IoU 0.579 [2021-03-11 14:57:47,622][root][INFO] - Lr: 5.057e-03 | Epoch: [42][240/483] | Time 0.450 | Data 0.036 | Loss 0.0957 | IoU 0.579 [2021-03-11 14:57:52,118][root][INFO] - Lr: 5.054e-03 | Epoch: [42][250/483] | Time 0.450 | Data 0.036 | Loss 0.0957 | IoU 0.579 [2021-03-11 14:57:56,597][root][INFO] - Lr: 5.052e-03 | Epoch: [42][260/483] | Time 0.450 | Data 0.036 | Loss 0.0956 | IoU 0.579 [2021-03-11 14:58:01,074][root][INFO] - Lr: 5.049e-03 | Epoch: [42][270/483] | Time 0.450 | Data 0.036 | Loss 0.0956 | IoU 0.579 [2021-03-11 14:58:06,901][root][INFO] - Lr: 5.047e-03 | Epoch: [42][280/483] | Time 0.455 | Data 0.036 | Loss 0.0956 | IoU 0.579 [2021-03-11 14:58:11,378][root][INFO] - Lr: 5.044e-03 | Epoch: [42][290/483] | Time 0.455 | Data 0.036 | Loss 0.0955 | IoU 0.579 [2021-03-11 14:58:15,861][root][INFO] - Lr: 5.042e-03 | Epoch: [42][300/483] | Time 0.454 | Data 0.036 | Loss 0.0955 | IoU 0.579 [2021-03-11 14:58:20,349][root][INFO] - Lr: 5.039e-03 | Epoch: [42][310/483] | Time 0.454 | Data 0.036 | Loss 0.0955 | IoU 0.579 [2021-03-11 14:58:24,834][root][INFO] - Lr: 5.037e-03 | Epoch: [42][320/483] | Time 0.454 | Data 0.036 | Loss 0.0954 | IoU 0.579 [2021-03-11 14:58:29,325][root][INFO] - Lr: 5.034e-03 | Epoch: [42][330/483] | Time 0.454 | Data 0.036 | Loss 0.0954 | IoU 0.579 [2021-03-11 14:58:33,813][root][INFO] - Lr: 5.032e-03 | Epoch: [42][340/483] | Time 0.454 | Data 0.036 | Loss 0.0954 | IoU 0.579 [2021-03-11 14:58:38,283][root][INFO] - Lr: 5.029e-03 | Epoch: [42][350/483] | Time 0.454 | Data 0.036 | Loss 0.0953 | IoU 0.579 [2021-03-11 14:58:42,763][root][INFO] - Lr: 5.027e-03 | Epoch: [42][360/483] | Time 0.453 | Data 0.036 | Loss 0.0953 | IoU 0.580 [2021-03-11 14:58:47,246][root][INFO] - Lr: 5.024e-03 | Epoch: [42][370/483] | Time 0.453 | Data 0.036 | Loss 0.0953 | IoU 0.580 [2021-03-11 14:58:51,726][root][INFO] - Lr: 5.022e-03 | Epoch: [42][380/483] | Time 0.453 | Data 0.036 | Loss 0.0952 | IoU 0.580 [2021-03-11 14:58:56,217][root][INFO] - Lr: 5.019e-03 | Epoch: [42][390/483] | Time 0.453 | Data 0.036 | Loss 0.0952 | IoU 0.580 [2021-03-11 14:59:00,700][root][INFO] - Lr: 5.017e-03 | Epoch: [42][400/483] | Time 0.453 | Data 0.036 | Loss 0.0952 | IoU 0.580 [2021-03-11 14:59:05,175][root][INFO] - Lr: 5.014e-03 | Epoch: [42][410/483] | Time 0.453 | Data 0.036 | Loss 0.0951 | IoU 0.580 [2021-03-11 14:59:09,661][root][INFO] - Lr: 5.011e-03 | Epoch: [42][420/483] | Time 0.453 | Data 0.036 | Loss 0.0951 | IoU 0.580 [2021-03-11 14:59:14,142][root][INFO] - Lr: 5.009e-03 | Epoch: [42][430/483] | Time 0.453 | Data 0.036 | Loss 0.0951 | IoU 0.580 [2021-03-11 14:59:18,627][root][INFO] - Lr: 5.006e-03 | Epoch: [42][440/483] | Time 0.452 | Data 0.036 | Loss 0.0950 | IoU 0.580 [2021-03-11 14:59:23,105][root][INFO] - Lr: 5.004e-03 | Epoch: [42][450/483] | Time 0.452 | Data 0.035 | Loss 0.0950 | IoU 0.580 [2021-03-11 14:59:27,589][root][INFO] - Lr: 5.001e-03 | Epoch: [42][460/483] | Time 0.452 | Data 0.035 | Loss 0.0950 | IoU 0.580 [2021-03-11 14:59:32,078][root][INFO] - Lr: 4.999e-03 | Epoch: [42][470/483] | Time 0.452 | Data 0.035 | Loss 0.0949 | IoU 0.580 [2021-03-11 14:59:36,567][root][INFO] - Lr: 4.996e-03 | Epoch: [42][480/483] | Time 0.452 | Data 0.035 | Loss 0.0949 | IoU 0.580 [2021-03-11 14:59:38,533][root][INFO] - Lr: 4.996e-03 | Epoch: [43][0/483] | Time 0.981 | Data 0.537 | Loss 0.0949 | IoU 0.580 [2021-03-11 14:59:43,024][root][INFO] - Lr: 4.993e-03 | Epoch: [43][10/483] | Time 0.497 | Data 0.080 | Loss 0.0949 | IoU 0.580 [2021-03-11 14:59:47,509][root][INFO] - Lr: 4.991e-03 | Epoch: [43][20/483] | Time 0.474 | Data 0.058 | Loss 0.0948 | IoU 0.580 [2021-03-11 14:59:51,988][root][INFO] - Lr: 4.988e-03 | Epoch: [43][30/483] | Time 0.466 | Data 0.050 | Loss 0.0948 | IoU 0.580 [2021-03-11 14:59:56,471][root][INFO] - Lr: 4.986e-03 | Epoch: [43][40/483] | Time 0.461 | Data 0.046 | Loss 0.0948 | IoU 0.580 [2021-03-11 15:00:00,961][root][INFO] - Lr: 4.983e-03 | Epoch: [43][50/483] | Time 0.459 | Data 0.044 | Loss 0.0947 | IoU 0.580 [2021-03-11 15:00:05,454][root][INFO] - Lr: 4.981e-03 | Epoch: [43][60/483] | Time 0.457 | Data 0.042 | Loss 0.0947 | IoU 0.580 [2021-03-11 15:00:09,930][root][INFO] - Lr: 4.978e-03 | Epoch: [43][70/483] | Time 0.456 | Data 0.041 | Loss 0.0947 | IoU 0.580 [2021-03-11 15:00:14,421][root][INFO] - Lr: 4.976e-03 | Epoch: [43][80/483] | Time 0.455 | Data 0.040 | Loss 0.0947 | IoU 0.580 [2021-03-11 15:00:18,912][root][INFO] - Lr: 4.973e-03 | Epoch: [43][90/483] | Time 0.455 | Data 0.040 | Loss 0.0946 | IoU 0.580 [2021-03-11 15:00:23,399][root][INFO] - Lr: 4.970e-03 | Epoch: [43][100/483] | Time 0.454 | Data 0.039 | Loss 0.0946 | IoU 0.580 [2021-03-11 15:00:27,882][root][INFO] - Lr: 4.968e-03 | Epoch: [43][110/483] | Time 0.453 | Data 0.039 | Loss 0.0946 | IoU 0.580 [2021-03-11 15:00:32,359][root][INFO] - Lr: 4.965e-03 | Epoch: [43][120/483] | Time 0.453 | Data 0.038 | Loss 0.0945 | IoU 0.580 [2021-03-11 15:00:36,836][root][INFO] - Lr: 4.963e-03 | Epoch: [43][130/483] | Time 0.453 | Data 0.038 | Loss 0.0945 | IoU 0.580 [2021-03-11 15:00:41,316][root][INFO] - Lr: 4.960e-03 | Epoch: [43][140/483] | Time 0.452 | Data 0.038 | Loss 0.0945 | IoU 0.580 [2021-03-11 15:00:45,793][root][INFO] - Lr: 4.958e-03 | Epoch: [43][150/483] | Time 0.452 | Data 0.038 | Loss 0.0944 | IoU 0.580 [2021-03-11 15:00:50,275][root][INFO] - Lr: 4.955e-03 | Epoch: [43][160/483] | Time 0.452 | Data 0.037 | Loss 0.0944 | IoU 0.580 [2021-03-11 15:00:54,758][root][INFO] - Lr: 4.953e-03 | Epoch: [43][170/483] | Time 0.451 | Data 0.037 | Loss 0.0944 | IoU 0.580 [2021-03-11 15:00:59,232][root][INFO] - Lr: 4.950e-03 | Epoch: [43][180/483] | Time 0.451 | Data 0.037 | Loss 0.0943 | IoU 0.580 [2021-03-11 15:01:03,722][root][INFO] - Lr: 4.948e-03 | Epoch: [43][190/483] | Time 0.451 | Data 0.037 | Loss 0.0943 | IoU 0.580 [2021-03-11 15:01:08,210][root][INFO] - Lr: 4.945e-03 | Epoch: [43][200/483] | Time 0.451 | Data 0.037 | Loss 0.0943 | IoU 0.580 [2021-03-11 15:01:12,685][root][INFO] - Lr: 4.943e-03 | Epoch: [43][210/483] | Time 0.451 | Data 0.037 | Loss 0.0942 | IoU 0.580 [2021-03-11 15:01:17,170][root][INFO] - Lr: 4.940e-03 | Epoch: [43][220/483] | Time 0.451 | Data 0.037 | Loss 0.0942 | IoU 0.580 [2021-03-11 15:01:21,648][root][INFO] - Lr: 4.938e-03 | Epoch: [43][230/483] | Time 0.451 | Data 0.036 | Loss 0.0942 | IoU 0.580 [2021-03-11 15:01:26,127][root][INFO] - Lr: 4.935e-03 | Epoch: [43][240/483] | Time 0.451 | Data 0.036 | Loss 0.0941 | IoU 0.580 [2021-03-11 15:01:30,609][root][INFO] - Lr: 4.933e-03 | Epoch: [43][250/483] | Time 0.450 | Data 0.036 | Loss 0.0941 | IoU 0.580 [2021-03-11 15:01:35,076][root][INFO] - Lr: 4.930e-03 | Epoch: [43][260/483] | Time 0.450 | Data 0.036 | Loss 0.0941 | IoU 0.580 [2021-03-11 15:01:39,555][root][INFO] - Lr: 4.928e-03 | Epoch: [43][270/483] | Time 0.450 | Data 0.036 | Loss 0.0941 | IoU 0.580 [2021-03-11 15:01:44,030][root][INFO] - Lr: 4.925e-03 | Epoch: [43][280/483] | Time 0.450 | Data 0.036 | Loss 0.0940 | IoU 0.580 [2021-03-11 15:01:48,511][root][INFO] - Lr: 4.923e-03 | Epoch: [43][290/483] | Time 0.450 | Data 0.036 | Loss 0.0940 | IoU 0.580 [2021-03-11 15:01:52,997][root][INFO] - Lr: 4.920e-03 | Epoch: [43][300/483] | Time 0.450 | Data 0.036 | Loss 0.0940 | IoU 0.580 [2021-03-11 15:01:57,478][root][INFO] - Lr: 4.918e-03 | Epoch: [43][310/483] | Time 0.450 | Data 0.036 | Loss 0.0939 | IoU 0.580 [2021-03-11 15:02:01,968][root][INFO] - Lr: 4.915e-03 | Epoch: [43][320/483] | Time 0.450 | Data 0.036 | Loss 0.0939 | IoU 0.580 [2021-03-11 15:02:06,453][root][INFO] - Lr: 4.913e-03 | Epoch: [43][330/483] | Time 0.450 | Data 0.036 | Loss 0.0939 | IoU 0.580 [2021-03-11 15:02:10,935][root][INFO] - Lr: 4.910e-03 | Epoch: [43][340/483] | Time 0.450 | Data 0.036 | Loss 0.0938 | IoU 0.580 [2021-03-11 15:02:15,422][root][INFO] - Lr: 4.907e-03 | Epoch: [43][350/483] | Time 0.450 | Data 0.036 | Loss 0.0938 | IoU 0.580 [2021-03-11 15:02:19,906][root][INFO] - Lr: 4.905e-03 | Epoch: [43][360/483] | Time 0.450 | Data 0.036 | Loss 0.0938 | IoU 0.580 [2021-03-11 15:02:24,384][root][INFO] - Lr: 4.902e-03 | Epoch: [43][370/483] | Time 0.450 | Data 0.036 | Loss 0.0938 | IoU 0.580 [2021-03-11 15:02:28,870][root][INFO] - Lr: 4.900e-03 | Epoch: [43][380/483] | Time 0.450 | Data 0.036 | Loss 0.0937 | IoU 0.580 [2021-03-11 15:02:33,372][root][INFO] - Lr: 4.897e-03 | Epoch: [43][390/483] | Time 0.450 | Data 0.036 | Loss 0.0937 | IoU 0.581 [2021-03-11 15:02:37,861][root][INFO] - Lr: 4.895e-03 | Epoch: [43][400/483] | Time 0.450 | Data 0.036 | Loss 0.0937 | IoU 0.581 [2021-03-11 15:02:42,336][root][INFO] - Lr: 4.892e-03 | Epoch: [43][410/483] | Time 0.450 | Data 0.036 | Loss 0.0936 | IoU 0.581 [2021-03-11 15:02:46,816][root][INFO] - Lr: 4.890e-03 | Epoch: [43][420/483] | Time 0.450 | Data 0.035 | Loss 0.0936 | IoU 0.581 [2021-03-11 15:02:51,297][root][INFO] - Lr: 4.887e-03 | Epoch: [43][430/483] | Time 0.450 | Data 0.035 | Loss 0.0936 | IoU 0.581 [2021-03-11 15:02:55,784][root][INFO] - Lr: 4.885e-03 | Epoch: [43][440/483] | Time 0.450 | Data 0.035 | Loss 0.0935 | IoU 0.581 [2021-03-11 15:03:00,264][root][INFO] - Lr: 4.882e-03 | Epoch: [43][450/483] | Time 0.449 | Data 0.035 | Loss 0.0935 | IoU 0.581 [2021-03-11 15:03:04,748][root][INFO] - Lr: 4.880e-03 | Epoch: [43][460/483] | Time 0.449 | Data 0.035 | Loss 0.0935 | IoU 0.581 [2021-03-11 15:03:09,233][root][INFO] - Lr: 4.877e-03 | Epoch: [43][470/483] | Time 0.449 | Data 0.035 | Loss 0.0934 | IoU 0.581 [2021-03-11 15:03:13,720][root][INFO] - Lr: 4.875e-03 | Epoch: [43][480/483] | Time 0.449 | Data 0.035 | Loss 0.0934 | IoU 0.581 [2021-03-11 15:03:15,659][root][INFO] - Lr: 4.874e-03 | Epoch: [44][0/483] | Time 0.955 | Data 0.529 | Loss 0.0934 | IoU 0.581 [2021-03-11 15:03:20,158][root][INFO] - Lr: 4.871e-03 | Epoch: [44][10/483] | Time 0.496 | Data 0.079 | Loss 0.0934 | IoU 0.581 [2021-03-11 15:03:24,645][root][INFO] - Lr: 4.869e-03 | Epoch: [44][20/483] | Time 0.473 | Data 0.058 | Loss 0.0933 | IoU 0.581 [2021-03-11 15:03:29,122][root][INFO] - Lr: 4.866e-03 | Epoch: [44][30/483] | Time 0.465 | Data 0.050 | Loss 0.0933 | IoU 0.581 [2021-03-11 15:03:33,615][root][INFO] - Lr: 4.864e-03 | Epoch: [44][40/483] | Time 0.461 | Data 0.046 | Loss 0.0933 | IoU 0.581 [2021-03-11 15:03:38,097][root][INFO] - Lr: 4.861e-03 | Epoch: [44][50/483] | Time 0.459 | Data 0.044 | Loss 0.0932 | IoU 0.581 [2021-03-11 15:03:42,572][root][INFO] - Lr: 4.859e-03 | Epoch: [44][60/483] | Time 0.457 | Data 0.042 | Loss 0.0932 | IoU 0.581 [2021-03-11 15:03:47,058][root][INFO] - Lr: 4.856e-03 | Epoch: [44][70/483] | Time 0.456 | Data 0.041 | Loss 0.0932 | IoU 0.581 [2021-03-11 15:03:51,540][root][INFO] - Lr: 4.854e-03 | Epoch: [44][80/483] | Time 0.455 | Data 0.040 | Loss 0.0932 | IoU 0.581 [2021-03-11 15:03:56,021][root][INFO] - Lr: 4.851e-03 | Epoch: [44][90/483] | Time 0.454 | Data 0.040 | Loss 0.0931 | IoU 0.581 [2021-03-11 15:04:00,511][root][INFO] - Lr: 4.849e-03 | Epoch: [44][100/483] | Time 0.454 | Data 0.039 | Loss 0.0931 | IoU 0.581 [2021-03-11 15:04:04,986][root][INFO] - Lr: 4.846e-03 | Epoch: [44][110/483] | Time 0.453 | Data 0.039 | Loss 0.0931 | IoU 0.581 [2021-03-11 15:04:09,466][root][INFO] - Lr: 4.844e-03 | Epoch: [44][120/483] | Time 0.453 | Data 0.038 | Loss 0.0930 | IoU 0.581 [2021-03-11 15:04:13,943][root][INFO] - Lr: 4.841e-03 | Epoch: [44][130/483] | Time 0.452 | Data 0.038 | Loss 0.0930 | IoU 0.581 [2021-03-11 15:04:18,418][root][INFO] - Lr: 4.839e-03 | Epoch: [44][140/483] | Time 0.452 | Data 0.038 | Loss 0.0930 | IoU 0.581 [2021-03-11 15:04:22,907][root][INFO] - Lr: 4.836e-03 | Epoch: [44][150/483] | Time 0.452 | Data 0.038 | Loss 0.0929 | IoU 0.581 [2021-03-11 15:04:27,393][root][INFO] - Lr: 4.834e-03 | Epoch: [44][160/483] | Time 0.451 | Data 0.037 | Loss 0.0929 | IoU 0.581 [2021-03-11 15:04:31,882][root][INFO] - Lr: 4.831e-03 | Epoch: [44][170/483] | Time 0.451 | Data 0.037 | Loss 0.0929 | IoU 0.581 [2021-03-11 15:04:36,374][root][INFO] - Lr: 4.829e-03 | Epoch: [44][180/483] | Time 0.451 | Data 0.037 | Loss 0.0929 | IoU 0.581 [2021-03-11 15:04:40,852][root][INFO] - Lr: 4.826e-03 | Epoch: [44][190/483] | Time 0.451 | Data 0.037 | Loss 0.0928 | IoU 0.581 [2021-03-11 15:04:45,333][root][INFO] - Lr: 4.823e-03 | Epoch: [44][200/483] | Time 0.451 | Data 0.037 | Loss 0.0928 | IoU 0.581 [2021-03-11 15:04:49,831][root][INFO] - Lr: 4.821e-03 | Epoch: [44][210/483] | Time 0.451 | Data 0.037 | Loss 0.0928 | IoU 0.581 [2021-03-11 15:04:54,308][root][INFO] - Lr: 4.818e-03 | Epoch: [44][220/483] | Time 0.451 | Data 0.037 | Loss 0.0927 | IoU 0.581 [2021-03-11 15:04:58,786][root][INFO] - Lr: 4.816e-03 | Epoch: [44][230/483] | Time 0.451 | Data 0.036 | Loss 0.0927 | IoU 0.581 [2021-03-11 15:05:03,262][root][INFO] - Lr: 4.813e-03 | Epoch: [44][240/483] | Time 0.450 | Data 0.036 | Loss 0.0927 | IoU 0.581 [2021-03-11 15:05:07,739][root][INFO] - Lr: 4.811e-03 | Epoch: [44][250/483] | Time 0.450 | Data 0.036 | Loss 0.0926 | IoU 0.581 [2021-03-11 15:05:12,219][root][INFO] - Lr: 4.808e-03 | Epoch: [44][260/483] | Time 0.450 | Data 0.036 | Loss 0.0926 | IoU 0.581 [2021-03-11 15:05:16,701][root][INFO] - Lr: 4.806e-03 | Epoch: [44][270/483] | Time 0.450 | Data 0.036 | Loss 0.0926 | IoU 0.581 [2021-03-11 15:05:21,193][root][INFO] - Lr: 4.803e-03 | Epoch: [44][280/483] | Time 0.450 | Data 0.036 | Loss 0.0926 | IoU 0.581 [2021-03-11 15:05:25,692][root][INFO] - Lr: 4.801e-03 | Epoch: [44][290/483] | Time 0.450 | Data 0.036 | Loss 0.0925 | IoU 0.581 [2021-03-11 15:05:30,180][root][INFO] - Lr: 4.798e-03 | Epoch: [44][300/483] | Time 0.450 | Data 0.036 | Loss 0.0925 | IoU 0.581 [2021-03-11 15:05:34,656][root][INFO] - Lr: 4.796e-03 | Epoch: [44][310/483] | Time 0.450 | Data 0.036 | Loss 0.0925 | IoU 0.581 [2021-03-11 15:05:39,139][root][INFO] - Lr: 4.793e-03 | Epoch: [44][320/483] | Time 0.450 | Data 0.036 | Loss 0.0924 | IoU 0.581 [2021-03-11 15:05:43,622][root][INFO] - Lr: 4.791e-03 | Epoch: [44][330/483] | Time 0.450 | Data 0.036 | Loss 0.0924 | IoU 0.581 [2021-03-11 15:05:48,103][root][INFO] - Lr: 4.788e-03 | Epoch: [44][340/483] | Time 0.450 | Data 0.036 | Loss 0.0924 | IoU 0.581 [2021-03-11 15:05:52,588][root][INFO] - Lr: 4.786e-03 | Epoch: [44][350/483] | Time 0.450 | Data 0.036 | Loss 0.0924 | IoU 0.581 [2021-03-11 15:05:57,076][root][INFO] - Lr: 4.783e-03 | Epoch: [44][360/483] | Time 0.450 | Data 0.036 | Loss 0.0923 | IoU 0.581 [2021-03-11 15:06:01,575][root][INFO] - Lr: 4.781e-03 | Epoch: [44][370/483] | Time 0.450 | Data 0.036 | Loss 0.0923 | IoU 0.581 [2021-03-11 15:06:06,058][root][INFO] - Lr: 4.778e-03 | Epoch: [44][380/483] | Time 0.450 | Data 0.036 | Loss 0.0923 | IoU 0.581 [2021-03-11 15:06:10,546][root][INFO] - Lr: 4.775e-03 | Epoch: [44][390/483] | Time 0.450 | Data 0.036 | Loss 0.0922 | IoU 0.581 [2021-03-11 15:06:15,041][root][INFO] - Lr: 4.773e-03 | Epoch: [44][400/483] | Time 0.450 | Data 0.036 | Loss 0.0922 | IoU 0.581 [2021-03-11 15:06:19,529][root][INFO] - Lr: 4.770e-03 | Epoch: [44][410/483] | Time 0.450 | Data 0.035 | Loss 0.0922 | IoU 0.581 [2021-03-11 15:06:24,004][root][INFO] - Lr: 4.768e-03 | Epoch: [44][420/483] | Time 0.450 | Data 0.035 | Loss 0.0921 | IoU 0.581 [2021-03-11 15:06:28,495][root][INFO] - Lr: 4.765e-03 | Epoch: [44][430/483] | Time 0.450 | Data 0.035 | Loss 0.0921 | IoU 0.581 [2021-03-11 15:06:32,983][root][INFO] - Lr: 4.763e-03 | Epoch: [44][440/483] | Time 0.450 | Data 0.035 | Loss 0.0921 | IoU 0.581 [2021-03-11 15:06:37,460][root][INFO] - Lr: 4.760e-03 | Epoch: [44][450/483] | Time 0.450 | Data 0.035 | Loss 0.0921 | IoU 0.581 [2021-03-11 15:06:41,934][root][INFO] - Lr: 4.758e-03 | Epoch: [44][460/483] | Time 0.450 | Data 0.035 | Loss 0.0920 | IoU 0.581 [2021-03-11 15:06:46,416][root][INFO] - Lr: 4.755e-03 | Epoch: [44][470/483] | Time 0.449 | Data 0.035 | Loss 0.0920 | IoU 0.581 [2021-03-11 15:06:50,893][root][INFO] - Lr: 4.753e-03 | Epoch: [44][480/483] | Time 0.449 | Data 0.035 | Loss 0.0920 | IoU 0.582 [2021-03-11 15:06:52,907][root][INFO] - Lr: 4.752e-03 | Epoch: [45][0/483] | Time 1.051 | Data 0.599 | Loss 0.0920 | IoU 0.582 [2021-03-11 15:06:57,378][root][INFO] - Lr: 4.749e-03 | Epoch: [45][10/483] | Time 0.502 | Data 0.085 | Loss 0.0919 | IoU 0.582 [2021-03-11 15:07:01,861][root][INFO] - Lr: 4.747e-03 | Epoch: [45][20/483] | Time 0.476 | Data 0.061 | Loss 0.0919 | IoU 0.582 [2021-03-11 15:07:06,333][root][INFO] - Lr: 4.744e-03 | Epoch: [45][30/483] | Time 0.467 | Data 0.052 | Loss 0.0919 | IoU 0.582 [2021-03-11 15:07:10,815][root][INFO] - Lr: 4.742e-03 | Epoch: [45][40/483] | Time 0.462 | Data 0.048 | Loss 0.0918 | IoU 0.582 [2021-03-11 15:07:15,281][root][INFO] - Lr: 4.739e-03 | Epoch: [45][50/483] | Time 0.459 | Data 0.045 | Loss 0.0918 | IoU 0.582 [2021-03-11 15:07:19,753][root][INFO] - Lr: 4.737e-03 | Epoch: [45][60/483] | Time 0.457 | Data 0.044 | Loss 0.0918 | IoU 0.582 [2021-03-11 15:07:25,576][root][INFO] - Lr: 4.734e-03 | Epoch: [45][70/483] | Time 0.475 | Data 0.043 | Loss 0.0918 | IoU 0.582 [2021-03-11 15:07:30,054][root][INFO] - Lr: 4.732e-03 | Epoch: [45][80/483] | Time 0.472 | Data 0.042 | Loss 0.0917 | IoU 0.582 [2021-03-11 15:07:34,529][root][INFO] - Lr: 4.729e-03 | Epoch: [45][90/483] | Time 0.469 | Data 0.041 | Loss 0.0917 | IoU 0.582 [2021-03-11 15:07:39,003][root][INFO] - Lr: 4.727e-03 | Epoch: [45][100/483] | Time 0.467 | Data 0.040 | Loss 0.0917 | IoU 0.582 [2021-03-11 15:07:43,483][root][INFO] - Lr: 4.724e-03 | Epoch: [45][110/483] | Time 0.465 | Data 0.040 | Loss 0.0916 | IoU 0.582 [2021-03-11 15:07:47,974][root][INFO] - Lr: 4.722e-03 | Epoch: [45][120/483] | Time 0.464 | Data 0.039 | Loss 0.0916 | IoU 0.582 [2021-03-11 15:07:52,437][root][INFO] - Lr: 4.719e-03 | Epoch: [45][130/483] | Time 0.462 | Data 0.039 | Loss 0.0916 | IoU 0.582 [2021-03-11 15:07:56,908][root][INFO] - Lr: 4.716e-03 | Epoch: [45][140/483] | Time 0.461 | Data 0.039 | Loss 0.0916 | IoU 0.582 [2021-03-11 15:08:01,400][root][INFO] - Lr: 4.714e-03 | Epoch: [45][150/483] | Time 0.461 | Data 0.038 | Loss 0.0915 | IoU 0.582 [2021-03-11 15:08:05,875][root][INFO] - Lr: 4.711e-03 | Epoch: [45][160/483] | Time 0.460 | Data 0.038 | Loss 0.0915 | IoU 0.582 [2021-03-11 15:08:10,352][root][INFO] - Lr: 4.709e-03 | Epoch: [45][170/483] | Time 0.459 | Data 0.038 | Loss 0.0915 | IoU 0.582 [2021-03-11 15:08:14,834][root][INFO] - Lr: 4.706e-03 | Epoch: [45][180/483] | Time 0.458 | Data 0.038 | Loss 0.0914 | IoU 0.582 [2021-03-11 15:08:19,322][root][INFO] - Lr: 4.704e-03 | Epoch: [45][190/483] | Time 0.458 | Data 0.038 | Loss 0.0914 | IoU 0.582 [2021-03-11 15:08:23,806][root][INFO] - Lr: 4.701e-03 | Epoch: [45][200/483] | Time 0.457 | Data 0.037 | Loss 0.0914 | IoU 0.582 [2021-03-11 15:08:28,298][root][INFO] - Lr: 4.699e-03 | Epoch: [45][210/483] | Time 0.457 | Data 0.037 | Loss 0.0914 | IoU 0.582 [2021-03-11 15:08:32,792][root][INFO] - Lr: 4.696e-03 | Epoch: [45][220/483] | Time 0.457 | Data 0.037 | Loss 0.0913 | IoU 0.582 [2021-03-11 15:08:37,285][root][INFO] - Lr: 4.694e-03 | Epoch: [45][230/483] | Time 0.456 | Data 0.037 | Loss 0.0913 | IoU 0.582 [2021-03-11 15:08:41,774][root][INFO] - Lr: 4.691e-03 | Epoch: [45][240/483] | Time 0.456 | Data 0.037 | Loss 0.0913 | IoU 0.582 [2021-03-11 15:08:46,257][root][INFO] - Lr: 4.689e-03 | Epoch: [45][250/483] | Time 0.456 | Data 0.037 | Loss 0.0912 | IoU 0.582 [2021-03-11 15:08:50,754][root][INFO] - Lr: 4.686e-03 | Epoch: [45][260/483] | Time 0.456 | Data 0.037 | Loss 0.0912 | IoU 0.582 [2021-03-11 15:08:55,250][root][INFO] - Lr: 4.684e-03 | Epoch: [45][270/483] | Time 0.455 | Data 0.037 | Loss 0.0912 | IoU 0.582 [2021-03-11 15:08:59,735][root][INFO] - Lr: 4.681e-03 | Epoch: [45][280/483] | Time 0.455 | Data 0.037 | Loss 0.0911 | IoU 0.582 [2021-03-11 15:09:04,212][root][INFO] - Lr: 4.679e-03 | Epoch: [45][290/483] | Time 0.455 | Data 0.036 | Loss 0.0911 | IoU 0.582 [2021-03-11 15:09:08,706][root][INFO] - Lr: 4.676e-03 | Epoch: [45][300/483] | Time 0.455 | Data 0.036 | Loss 0.0911 | IoU 0.582 [2021-03-11 15:09:14,540][root][INFO] - Lr: 4.673e-03 | Epoch: [45][310/483] | Time 0.459 | Data 0.037 | Loss 0.0911 | IoU 0.582 [2021-03-11 15:09:19,023][root][INFO] - Lr: 4.671e-03 | Epoch: [45][320/483] | Time 0.458 | Data 0.036 | Loss 0.0910 | IoU 0.582 [2021-03-11 15:09:23,509][root][INFO] - Lr: 4.668e-03 | Epoch: [45][330/483] | Time 0.458 | Data 0.036 | Loss 0.0910 | IoU 0.582 [2021-03-11 15:09:27,987][root][INFO] - Lr: 4.666e-03 | Epoch: [45][340/483] | Time 0.458 | Data 0.036 | Loss 0.0910 | IoU 0.582 [2021-03-11 15:09:32,478][root][INFO] - Lr: 4.663e-03 | Epoch: [45][350/483] | Time 0.458 | Data 0.036 | Loss 0.0910 | IoU 0.582 [2021-03-11 15:09:36,958][root][INFO] - Lr: 4.661e-03 | Epoch: [45][360/483] | Time 0.457 | Data 0.036 | Loss 0.0909 | IoU 0.582 [2021-03-11 15:09:41,438][root][INFO] - Lr: 4.658e-03 | Epoch: [45][370/483] | Time 0.457 | Data 0.036 | Loss 0.0909 | IoU 0.582 [2021-03-11 15:09:45,917][root][INFO] - Lr: 4.656e-03 | Epoch: [45][380/483] | Time 0.457 | Data 0.036 | Loss 0.0909 | IoU 0.582 [2021-03-11 15:09:50,402][root][INFO] - Lr: 4.653e-03 | Epoch: [45][390/483] | Time 0.457 | Data 0.036 | Loss 0.0908 | IoU 0.582 [2021-03-11 15:09:54,880][root][INFO] - Lr: 4.651e-03 | Epoch: [45][400/483] | Time 0.456 | Data 0.036 | Loss 0.0908 | IoU 0.582 [2021-03-11 15:09:59,365][root][INFO] - Lr: 4.648e-03 | Epoch: [45][410/483] | Time 0.456 | Data 0.036 | Loss 0.0908 | IoU 0.582 [2021-03-11 15:10:03,841][root][INFO] - Lr: 4.646e-03 | Epoch: [45][420/483] | Time 0.456 | Data 0.036 | Loss 0.0908 | IoU 0.582 [2021-03-11 15:10:08,334][root][INFO] - Lr: 4.643e-03 | Epoch: [45][430/483] | Time 0.456 | Data 0.036 | Loss 0.0907 | IoU 0.582 [2021-03-11 15:10:12,824][root][INFO] - Lr: 4.640e-03 | Epoch: [45][440/483] | Time 0.456 | Data 0.036 | Loss 0.0907 | IoU 0.582 [2021-03-11 15:10:17,306][root][INFO] - Lr: 4.638e-03 | Epoch: [45][450/483] | Time 0.456 | Data 0.036 | Loss 0.0907 | IoU 0.582 [2021-03-11 15:10:21,786][root][INFO] - Lr: 4.635e-03 | Epoch: [45][460/483] | Time 0.455 | Data 0.036 | Loss 0.0906 | IoU 0.582 [2021-03-11 15:10:26,283][root][INFO] - Lr: 4.633e-03 | Epoch: [45][470/483] | Time 0.455 | Data 0.036 | Loss 0.0906 | IoU 0.582 [2021-03-11 15:10:30,778][root][INFO] - Lr: 4.630e-03 | Epoch: [45][480/483] | Time 0.455 | Data 0.036 | Loss 0.0906 | IoU 0.582 [2021-03-11 15:10:32,290][root][INFO] - 0/680 [2021-03-11 15:10:32,509][root][INFO] - 1/680 [2021-03-11 15:10:32,714][root][INFO] - 2/680 [2021-03-11 15:10:32,915][root][INFO] - 3/680 [2021-03-11 15:10:33,110][root][INFO] - 4/680 [2021-03-11 15:10:33,308][root][INFO] - 5/680 [2021-03-11 15:10:33,504][root][INFO] - 6/680 [2021-03-11 15:10:33,702][root][INFO] - 7/680 [2021-03-11 15:10:33,893][root][INFO] - 8/680 [2021-03-11 15:10:34,085][root][INFO] - 9/680 [2021-03-11 15:10:34,282][root][INFO] - 10/680 [2021-03-11 15:10:34,480][root][INFO] - 11/680 [2021-03-11 15:10:34,678][root][INFO] - 12/680 [2021-03-11 15:10:34,875][root][INFO] - 13/680 [2021-03-11 15:10:35,073][root][INFO] - 14/680 [2021-03-11 15:10:35,271][root][INFO] - 15/680 [2021-03-11 15:10:35,455][root][INFO] - 16/680 [2021-03-11 15:10:35,645][root][INFO] - 17/680 [2021-03-11 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15:12:40,482][root][INFO] - 660/680 [2021-03-11 15:12:40,686][root][INFO] - 661/680 [2021-03-11 15:12:40,880][root][INFO] - 662/680 [2021-03-11 15:12:41,077][root][INFO] - 663/680 [2021-03-11 15:12:41,273][root][INFO] - 664/680 [2021-03-11 15:12:41,463][root][INFO] - 665/680 [2021-03-11 15:12:41,660][root][INFO] - 666/680 [2021-03-11 15:12:41,858][root][INFO] - 667/680 [2021-03-11 15:12:42,056][root][INFO] - 668/680 [2021-03-11 15:12:42,255][root][INFO] - 669/680 [2021-03-11 15:12:42,452][root][INFO] - 670/680 [2021-03-11 15:12:42,653][root][INFO] - 671/680 [2021-03-11 15:12:42,835][root][INFO] - 672/680 [2021-03-11 15:12:43,018][root][INFO] - 673/680 [2021-03-11 15:12:43,203][root][INFO] - 674/680 [2021-03-11 15:12:43,385][root][INFO] - 675/680 [2021-03-11 15:12:43,568][root][INFO] - 676/680 [2021-03-11 15:12:43,751][root][INFO] - 677/680 [2021-03-11 15:12:43,932][root][INFO] - 678/680 [2021-03-11 15:12:44,114][root][INFO] - 679/680 [2021-03-11 15:12:44,321][root][INFO] - Validation set: Time avg per batch 0.195 Loss avg 1.2894 IoU avg 0.507 [2021-03-11 15:12:45,334][root][INFO] - Lr: 4.630e-03 | Epoch: [46][0/483] | Time 0.952 | Data 0.521 | Loss 0.0906 | IoU 0.582 [2021-03-11 15:12:49,818][root][INFO] - Lr: 4.627e-03 | Epoch: [46][10/483] | Time 0.494 | Data 0.078 | Loss 0.0905 | IoU 0.582 [2021-03-11 15:12:54,299][root][INFO] - Lr: 4.624e-03 | Epoch: [46][20/483] | Time 0.472 | Data 0.057 | Loss 0.0905 | IoU 0.582 [2021-03-11 15:12:58,777][root][INFO] - Lr: 4.622e-03 | Epoch: [46][30/483] | Time 0.464 | Data 0.050 | Loss 0.0905 | IoU 0.582 [2021-03-11 15:13:03,258][root][INFO] - Lr: 4.619e-03 | Epoch: [46][40/483] | Time 0.460 | Data 0.046 | Loss 0.0905 | IoU 0.582 [2021-03-11 15:13:07,750][root][INFO] - Lr: 4.617e-03 | Epoch: [46][50/483] | Time 0.458 | Data 0.044 | Loss 0.0904 | IoU 0.582 [2021-03-11 15:13:12,224][root][INFO] - Lr: 4.614e-03 | Epoch: [46][60/483] | Time 0.456 | Data 0.042 | Loss 0.0904 | IoU 0.582 [2021-03-11 15:13:16,702][root][INFO] - Lr: 4.612e-03 | Epoch: [46][70/483] | Time 0.455 | Data 0.041 | Loss 0.0904 | IoU 0.582 [2021-03-11 15:13:21,183][root][INFO] - Lr: 4.609e-03 | Epoch: [46][80/483] | Time 0.454 | Data 0.040 | Loss 0.0904 | IoU 0.582 [2021-03-11 15:13:25,657][root][INFO] - Lr: 4.607e-03 | Epoch: [46][90/483] | Time 0.454 | Data 0.040 | Loss 0.0903 | IoU 0.582 [2021-03-11 15:13:30,124][root][INFO] - Lr: 4.604e-03 | Epoch: [46][100/483] | Time 0.453 | Data 0.039 | Loss 0.0903 | IoU 0.582 [2021-03-11 15:13:34,598][root][INFO] - Lr: 4.602e-03 | Epoch: [46][110/483] | Time 0.452 | Data 0.039 | Loss 0.0903 | IoU 0.582 [2021-03-11 15:13:39,065][root][INFO] - Lr: 4.599e-03 | Epoch: [46][120/483] | Time 0.452 | Data 0.038 | Loss 0.0902 | IoU 0.582 [2021-03-11 15:13:43,546][root][INFO] - Lr: 4.597e-03 | Epoch: [46][130/483] | Time 0.452 | Data 0.038 | Loss 0.0902 | IoU 0.583 [2021-03-11 15:13:48,035][root][INFO] - Lr: 4.594e-03 | Epoch: [46][140/483] | Time 0.451 | Data 0.038 | Loss 0.0902 | IoU 0.583 [2021-03-11 15:13:52,521][root][INFO] - Lr: 4.591e-03 | Epoch: [46][150/483] | Time 0.451 | Data 0.037 | Loss 0.0902 | IoU 0.583 [2021-03-11 15:13:57,010][root][INFO] - Lr: 4.589e-03 | Epoch: [46][160/483] | Time 0.451 | Data 0.037 | Loss 0.0901 | IoU 0.583 [2021-03-11 15:14:01,480][root][INFO] - Lr: 4.586e-03 | Epoch: [46][170/483] | Time 0.451 | Data 0.037 | Loss 0.0901 | IoU 0.583 [2021-03-11 15:14:05,964][root][INFO] - Lr: 4.584e-03 | Epoch: [46][180/483] | Time 0.451 | Data 0.037 | Loss 0.0901 | IoU 0.583 [2021-03-11 15:14:10,449][root][INFO] - Lr: 4.581e-03 | Epoch: [46][190/483] | Time 0.451 | Data 0.037 | Loss 0.0900 | IoU 0.583 [2021-03-11 15:14:14,936][root][INFO] - Lr: 4.579e-03 | Epoch: [46][200/483] | Time 0.451 | Data 0.037 | Loss 0.0900 | IoU 0.583 [2021-03-11 15:14:19,423][root][INFO] - Lr: 4.576e-03 | Epoch: [46][210/483] | Time 0.450 | Data 0.037 | Loss 0.0900 | IoU 0.583 [2021-03-11 15:14:23,901][root][INFO] - Lr: 4.574e-03 | Epoch: [46][220/483] | Time 0.450 | Data 0.036 | Loss 0.0900 | IoU 0.583 [2021-03-11 15:14:28,384][root][INFO] - Lr: 4.571e-03 | Epoch: [46][230/483] | Time 0.450 | Data 0.036 | Loss 0.0899 | IoU 0.583 [2021-03-11 15:14:32,865][root][INFO] - Lr: 4.569e-03 | Epoch: [46][240/483] | Time 0.450 | Data 0.036 | Loss 0.0899 | IoU 0.583 [2021-03-11 15:14:37,347][root][INFO] - Lr: 4.566e-03 | Epoch: [46][250/483] | Time 0.450 | Data 0.036 | Loss 0.0899 | IoU 0.583 [2021-03-11 15:14:41,832][root][INFO] - Lr: 4.564e-03 | Epoch: [46][260/483] | Time 0.450 | Data 0.036 | Loss 0.0899 | IoU 0.583 [2021-03-11 15:14:46,324][root][INFO] - Lr: 4.561e-03 | Epoch: [46][270/483] | Time 0.450 | Data 0.036 | Loss 0.0898 | IoU 0.583 [2021-03-11 15:14:50,808][root][INFO] - Lr: 4.558e-03 | Epoch: [46][280/483] | Time 0.450 | Data 0.036 | Loss 0.0898 | IoU 0.583 [2021-03-11 15:14:55,297][root][INFO] - Lr: 4.556e-03 | Epoch: [46][290/483] | Time 0.450 | Data 0.036 | Loss 0.0898 | IoU 0.583 [2021-03-11 15:14:59,787][root][INFO] - Lr: 4.553e-03 | Epoch: [46][300/483] | Time 0.450 | Data 0.036 | Loss 0.0897 | IoU 0.583 [2021-03-11 15:15:04,262][root][INFO] - Lr: 4.551e-03 | Epoch: [46][310/483] | Time 0.450 | Data 0.036 | Loss 0.0897 | IoU 0.583 [2021-03-11 15:15:08,744][root][INFO] - Lr: 4.548e-03 | Epoch: [46][320/483] | Time 0.450 | Data 0.036 | Loss 0.0897 | IoU 0.583 [2021-03-11 15:15:13,217][root][INFO] - Lr: 4.546e-03 | Epoch: [46][330/483] | Time 0.450 | Data 0.036 | Loss 0.0897 | IoU 0.583 [2021-03-11 15:15:17,693][root][INFO] - Lr: 4.543e-03 | Epoch: [46][340/483] | Time 0.450 | Data 0.036 | Loss 0.0896 | IoU 0.583 [2021-03-11 15:15:22,177][root][INFO] - Lr: 4.541e-03 | Epoch: [46][350/483] | Time 0.450 | Data 0.036 | Loss 0.0896 | IoU 0.583 [2021-03-11 15:15:26,664][root][INFO] - Lr: 4.538e-03 | Epoch: [46][360/483] | Time 0.450 | Data 0.036 | Loss 0.0896 | IoU 0.583 [2021-03-11 15:15:31,148][root][INFO] - Lr: 4.536e-03 | Epoch: [46][370/483] | Time 0.449 | Data 0.036 | Loss 0.0896 | IoU 0.583 [2021-03-11 15:15:35,633][root][INFO] - Lr: 4.533e-03 | Epoch: [46][380/483] | Time 0.449 | Data 0.036 | Loss 0.0895 | IoU 0.583 [2021-03-11 15:15:40,118][root][INFO] - Lr: 4.530e-03 | Epoch: [46][390/483] | Time 0.449 | Data 0.036 | Loss 0.0895 | IoU 0.583 [2021-03-11 15:15:44,598][root][INFO] - Lr: 4.528e-03 | Epoch: [46][400/483] | Time 0.449 | Data 0.035 | Loss 0.0895 | IoU 0.583 [2021-03-11 15:15:49,083][root][INFO] - Lr: 4.525e-03 | Epoch: [46][410/483] | Time 0.449 | Data 0.035 | Loss 0.0894 | IoU 0.583 [2021-03-11 15:15:53,569][root][INFO] - Lr: 4.523e-03 | Epoch: [46][420/483] | Time 0.449 | Data 0.035 | Loss 0.0894 | IoU 0.583 [2021-03-11 15:15:58,053][root][INFO] - Lr: 4.520e-03 | Epoch: [46][430/483] | Time 0.449 | Data 0.035 | Loss 0.0894 | IoU 0.583 [2021-03-11 15:16:02,547][root][INFO] - Lr: 4.518e-03 | Epoch: [46][440/483] | Time 0.449 | Data 0.035 | Loss 0.0894 | IoU 0.583 [2021-03-11 15:16:07,028][root][INFO] - Lr: 4.515e-03 | Epoch: [46][450/483] | Time 0.449 | Data 0.035 | Loss 0.0893 | IoU 0.583 [2021-03-11 15:16:11,512][root][INFO] - Lr: 4.513e-03 | Epoch: [46][460/483] | Time 0.449 | Data 0.035 | Loss 0.0893 | IoU 0.583 [2021-03-11 15:16:16,000][root][INFO] - Lr: 4.510e-03 | Epoch: [46][470/483] | Time 0.449 | Data 0.035 | Loss 0.0893 | IoU 0.583 [2021-03-11 15:16:20,485][root][INFO] - Lr: 4.508e-03 | Epoch: [46][480/483] | Time 0.449 | Data 0.035 | Loss 0.0893 | IoU 0.583 [2021-03-11 15:16:22,427][root][INFO] - Lr: 4.507e-03 | Epoch: [47][0/483] | Time 0.980 | Data 0.529 | Loss 0.0892 | IoU 0.583 [2021-03-11 15:16:26,909][root][INFO] - Lr: 4.504e-03 | Epoch: [47][10/483] | Time 0.497 | Data 0.079 | Loss 0.0892 | IoU 0.583 [2021-03-11 15:16:31,389][root][INFO] - Lr: 4.502e-03 | Epoch: [47][20/483] | Time 0.473 | Data 0.058 | Loss 0.0892 | IoU 0.583 [2021-03-11 15:16:35,860][root][INFO] - Lr: 4.499e-03 | Epoch: [47][30/483] | Time 0.465 | Data 0.050 | Loss 0.0892 | IoU 0.583 [2021-03-11 15:16:40,331][root][INFO] - Lr: 4.497e-03 | Epoch: [47][40/483] | Time 0.461 | Data 0.046 | Loss 0.0891 | IoU 0.583 [2021-03-11 15:16:44,811][root][INFO] - Lr: 4.494e-03 | Epoch: [47][50/483] | Time 0.458 | Data 0.044 | Loss 0.0891 | IoU 0.583 [2021-03-11 15:16:49,282][root][INFO] - Lr: 4.492e-03 | Epoch: [47][60/483] | Time 0.456 | Data 0.042 | Loss 0.0891 | IoU 0.583 [2021-03-11 15:16:53,766][root][INFO] - Lr: 4.489e-03 | Epoch: [47][70/483] | Time 0.455 | Data 0.041 | Loss 0.0891 | IoU 0.583 [2021-03-11 15:16:58,259][root][INFO] - Lr: 4.486e-03 | Epoch: [47][80/483] | Time 0.454 | Data 0.040 | Loss 0.0890 | IoU 0.583 [2021-03-11 15:17:02,736][root][INFO] - Lr: 4.484e-03 | Epoch: [47][90/483] | Time 0.454 | Data 0.040 | Loss 0.0890 | IoU 0.583 [2021-03-11 15:17:07,221][root][INFO] - Lr: 4.481e-03 | Epoch: [47][100/483] | Time 0.453 | Data 0.039 | Loss 0.0890 | IoU 0.583 [2021-03-11 15:17:11,708][root][INFO] - Lr: 4.479e-03 | Epoch: [47][110/483] | Time 0.453 | Data 0.039 | Loss 0.0889 | IoU 0.583 [2021-03-11 15:17:16,199][root][INFO] - Lr: 4.476e-03 | Epoch: [47][120/483] | Time 0.452 | Data 0.038 | Loss 0.0889 | IoU 0.583 [2021-03-11 15:17:20,679][root][INFO] - Lr: 4.474e-03 | Epoch: [47][130/483] | Time 0.452 | Data 0.038 | Loss 0.0889 | IoU 0.583 [2021-03-11 15:17:25,151][root][INFO] - Lr: 4.471e-03 | Epoch: [47][140/483] | Time 0.452 | Data 0.038 | Loss 0.0889 | IoU 0.583 [2021-03-11 15:17:29,635][root][INFO] - Lr: 4.469e-03 | Epoch: [47][150/483] | Time 0.452 | Data 0.038 | Loss 0.0888 | IoU 0.583 [2021-03-11 15:17:34,123][root][INFO] - Lr: 4.466e-03 | Epoch: [47][160/483] | Time 0.451 | Data 0.037 | Loss 0.0888 | IoU 0.583 [2021-03-11 15:17:38,600][root][INFO] - Lr: 4.464e-03 | Epoch: [47][170/483] | Time 0.451 | Data 0.037 | Loss 0.0888 | IoU 0.583 [2021-03-11 15:17:43,082][root][INFO] - Lr: 4.461e-03 | Epoch: [47][180/483] | Time 0.451 | Data 0.037 | Loss 0.0888 | IoU 0.583 [2021-03-11 15:17:47,557][root][INFO] - Lr: 4.458e-03 | Epoch: [47][190/483] | Time 0.451 | Data 0.037 | Loss 0.0887 | IoU 0.583 [2021-03-11 15:17:52,040][root][INFO] - Lr: 4.456e-03 | Epoch: [47][200/483] | Time 0.451 | Data 0.037 | Loss 0.0887 | IoU 0.583 [2021-03-11 15:17:56,518][root][INFO] - Lr: 4.453e-03 | Epoch: [47][210/483] | Time 0.451 | Data 0.037 | Loss 0.0887 | IoU 0.583 [2021-03-11 15:18:01,001][root][INFO] - Lr: 4.451e-03 | Epoch: [47][220/483] | Time 0.450 | Data 0.037 | Loss 0.0886 | IoU 0.583 [2021-03-11 15:18:05,476][root][INFO] - Lr: 4.448e-03 | Epoch: [47][230/483] | Time 0.450 | Data 0.036 | Loss 0.0886 | IoU 0.583 [2021-03-11 15:18:09,951][root][INFO] - Lr: 4.446e-03 | Epoch: [47][240/483] | Time 0.450 | Data 0.036 | Loss 0.0886 | IoU 0.583 [2021-03-11 15:18:14,430][root][INFO] - Lr: 4.443e-03 | Epoch: [47][250/483] | Time 0.450 | Data 0.036 | Loss 0.0886 | IoU 0.583 [2021-03-11 15:18:18,907][root][INFO] - Lr: 4.441e-03 | Epoch: [47][260/483] | Time 0.450 | Data 0.036 | Loss 0.0885 | IoU 0.583 [2021-03-11 15:18:23,393][root][INFO] - Lr: 4.438e-03 | Epoch: [47][270/483] | Time 0.450 | Data 0.036 | Loss 0.0885 | IoU 0.583 [2021-03-11 15:18:27,877][root][INFO] - Lr: 4.436e-03 | Epoch: [47][280/483] | Time 0.450 | Data 0.036 | Loss 0.0885 | IoU 0.583 [2021-03-11 15:18:32,366][root][INFO] - Lr: 4.433e-03 | Epoch: [47][290/483] | Time 0.450 | Data 0.036 | Loss 0.0885 | IoU 0.583 [2021-03-11 15:18:36,851][root][INFO] - Lr: 4.430e-03 | Epoch: [47][300/483] | Time 0.450 | Data 0.036 | Loss 0.0884 | IoU 0.583 [2021-03-11 15:18:41,334][root][INFO] - Lr: 4.428e-03 | Epoch: [47][310/483] | Time 0.450 | Data 0.036 | Loss 0.0884 | IoU 0.583 [2021-03-11 15:18:45,829][root][INFO] - Lr: 4.425e-03 | Epoch: [47][320/483] | Time 0.450 | Data 0.036 | Loss 0.0884 | IoU 0.583 [2021-03-11 15:18:50,312][root][INFO] - Lr: 4.423e-03 | Epoch: [47][330/483] | Time 0.450 | Data 0.036 | Loss 0.0884 | IoU 0.583 [2021-03-11 15:18:54,793][root][INFO] - Lr: 4.420e-03 | Epoch: [47][340/483] | Time 0.450 | Data 0.036 | Loss 0.0883 | IoU 0.583 [2021-03-11 15:18:59,277][root][INFO] - Lr: 4.418e-03 | Epoch: [47][350/483] | Time 0.450 | Data 0.036 | Loss 0.0883 | IoU 0.583 [2021-03-11 15:19:03,764][root][INFO] - Lr: 4.415e-03 | Epoch: [47][360/483] | Time 0.450 | Data 0.036 | Loss 0.0883 | IoU 0.583 [2021-03-11 15:19:08,249][root][INFO] - Lr: 4.413e-03 | Epoch: [47][370/483] | Time 0.450 | Data 0.036 | Loss 0.0883 | IoU 0.584 [2021-03-11 15:19:12,725][root][INFO] - Lr: 4.410e-03 | Epoch: [47][380/483] | Time 0.450 | Data 0.036 | Loss 0.0882 | IoU 0.584 [2021-03-11 15:19:17,207][root][INFO] - Lr: 4.407e-03 | Epoch: [47][390/483] | Time 0.450 | Data 0.036 | Loss 0.0882 | IoU 0.584 [2021-03-11 15:19:21,690][root][INFO] - Lr: 4.405e-03 | Epoch: [47][400/483] | Time 0.449 | Data 0.036 | Loss 0.0882 | IoU 0.584 [2021-03-11 15:19:26,164][root][INFO] - Lr: 4.402e-03 | Epoch: [47][410/483] | Time 0.449 | Data 0.036 | Loss 0.0881 | IoU 0.584 [2021-03-11 15:19:30,634][root][INFO] - Lr: 4.400e-03 | Epoch: [47][420/483] | Time 0.449 | Data 0.035 | Loss 0.0881 | IoU 0.584 [2021-03-11 15:19:35,114][root][INFO] - Lr: 4.397e-03 | Epoch: [47][430/483] | Time 0.449 | Data 0.035 | Loss 0.0881 | IoU 0.584 [2021-03-11 15:19:39,603][root][INFO] - Lr: 4.395e-03 | Epoch: [47][440/483] | Time 0.449 | Data 0.035 | Loss 0.0881 | IoU 0.584 [2021-03-11 15:19:44,093][root][INFO] - Lr: 4.392e-03 | Epoch: [47][450/483] | Time 0.449 | Data 0.035 | Loss 0.0880 | IoU 0.584 [2021-03-11 15:19:48,579][root][INFO] - Lr: 4.390e-03 | Epoch: [47][460/483] | Time 0.449 | Data 0.035 | Loss 0.0880 | IoU 0.584 [2021-03-11 15:19:53,066][root][INFO] - Lr: 4.387e-03 | Epoch: [47][470/483] | Time 0.449 | Data 0.035 | Loss 0.0880 | IoU 0.584 [2021-03-11 15:19:57,552][root][INFO] - Lr: 4.384e-03 | Epoch: [47][480/483] | Time 0.449 | Data 0.035 | Loss 0.0880 | IoU 0.584 [2021-03-11 15:19:59,492][root][INFO] - Lr: 4.384e-03 | Epoch: [48][0/483] | Time 0.962 | Data 0.502 | Loss 0.0880 | IoU 0.584 [2021-03-11 15:20:03,978][root][INFO] - Lr: 4.381e-03 | Epoch: [48][10/483] | Time 0.495 | Data 0.077 | Loss 0.0879 | IoU 0.584 [2021-03-11 15:20:08,469][root][INFO] - Lr: 4.379e-03 | Epoch: [48][20/483] | Time 0.473 | Data 0.057 | Loss 0.0879 | IoU 0.584 [2021-03-11 15:20:12,954][root][INFO] - Lr: 4.376e-03 | Epoch: [48][30/483] | Time 0.465 | Data 0.049 | Loss 0.0879 | IoU 0.584 [2021-03-11 15:20:17,433][root][INFO] - Lr: 4.374e-03 | Epoch: [48][40/483] | Time 0.461 | Data 0.046 | Loss 0.0879 | IoU 0.584 [2021-03-11 15:20:21,917][root][INFO] - Lr: 4.371e-03 | Epoch: [48][50/483] | Time 0.459 | Data 0.043 | Loss 0.0878 | IoU 0.584 [2021-03-11 15:20:26,403][root][INFO] - Lr: 4.368e-03 | Epoch: [48][60/483] | Time 0.457 | Data 0.042 | Loss 0.0878 | IoU 0.584 [2021-03-11 15:20:30,898][root][INFO] - Lr: 4.366e-03 | Epoch: [48][70/483] | Time 0.456 | Data 0.041 | Loss 0.0878 | IoU 0.584 [2021-03-11 15:20:35,380][root][INFO] - Lr: 4.363e-03 | Epoch: [48][80/483] | Time 0.455 | Data 0.040 | Loss 0.0877 | IoU 0.584 [2021-03-11 15:20:39,866][root][INFO] - Lr: 4.361e-03 | Epoch: [48][90/483] | Time 0.454 | Data 0.039 | Loss 0.0877 | IoU 0.584 [2021-03-11 15:20:44,344][root][INFO] - Lr: 4.358e-03 | Epoch: [48][100/483] | Time 0.454 | Data 0.039 | Loss 0.0877 | IoU 0.584 [2021-03-11 15:20:48,831][root][INFO] - Lr: 4.356e-03 | Epoch: [48][110/483] | Time 0.453 | Data 0.039 | Loss 0.0877 | IoU 0.584 [2021-03-11 15:20:53,314][root][INFO] - Lr: 4.353e-03 | Epoch: [48][120/483] | Time 0.453 | Data 0.038 | Loss 0.0876 | IoU 0.584 [2021-03-11 15:20:57,790][root][INFO] - Lr: 4.351e-03 | Epoch: [48][130/483] | Time 0.452 | Data 0.038 | Loss 0.0876 | IoU 0.584 [2021-03-11 15:21:02,275][root][INFO] - Lr: 4.348e-03 | Epoch: [48][140/483] | Time 0.452 | Data 0.038 | Loss 0.0876 | IoU 0.584 [2021-03-11 15:21:06,765][root][INFO] - Lr: 4.345e-03 | Epoch: [48][150/483] | Time 0.452 | Data 0.037 | Loss 0.0876 | IoU 0.584 [2021-03-11 15:21:11,247][root][INFO] - Lr: 4.343e-03 | Epoch: [48][160/483] | Time 0.452 | Data 0.037 | Loss 0.0875 | IoU 0.584 [2021-03-11 15:21:15,729][root][INFO] - Lr: 4.340e-03 | Epoch: [48][170/483] | Time 0.451 | Data 0.037 | Loss 0.0875 | IoU 0.584 [2021-03-11 15:21:20,222][root][INFO] - Lr: 4.338e-03 | Epoch: [48][180/483] | Time 0.451 | Data 0.037 | Loss 0.0875 | IoU 0.584 [2021-03-11 15:21:24,701][root][INFO] - Lr: 4.335e-03 | Epoch: [48][190/483] | Time 0.451 | Data 0.037 | Loss 0.0875 | IoU 0.584 [2021-03-11 15:21:29,184][root][INFO] - Lr: 4.333e-03 | Epoch: [48][200/483] | Time 0.451 | Data 0.037 | Loss 0.0874 | IoU 0.584 [2021-03-11 15:21:33,676][root][INFO] - Lr: 4.330e-03 | Epoch: [48][210/483] | Time 0.451 | Data 0.036 | Loss 0.0874 | IoU 0.584 [2021-03-11 15:21:38,170][root][INFO] - Lr: 4.328e-03 | Epoch: [48][220/483] | Time 0.451 | Data 0.036 | Loss 0.0874 | IoU 0.584 [2021-03-11 15:21:42,654][root][INFO] - Lr: 4.325e-03 | Epoch: [48][230/483] | Time 0.451 | Data 0.036 | Loss 0.0874 | IoU 0.584 [2021-03-11 15:21:47,139][root][INFO] - Lr: 4.322e-03 | Epoch: [48][240/483] | Time 0.451 | Data 0.036 | Loss 0.0873 | IoU 0.584 [2021-03-11 15:21:51,611][root][INFO] - Lr: 4.320e-03 | Epoch: [48][250/483] | Time 0.451 | Data 0.036 | Loss 0.0873 | IoU 0.584 [2021-03-11 15:21:56,088][root][INFO] - Lr: 4.317e-03 | Epoch: [48][260/483] | Time 0.450 | Data 0.036 | Loss 0.0873 | IoU 0.584 [2021-03-11 15:22:00,572][root][INFO] - Lr: 4.315e-03 | Epoch: [48][270/483] | Time 0.450 | Data 0.036 | Loss 0.0873 | IoU 0.584 [2021-03-11 15:22:05,059][root][INFO] - Lr: 4.312e-03 | Epoch: [48][280/483] | Time 0.450 | Data 0.036 | Loss 0.0872 | IoU 0.584 [2021-03-11 15:22:09,548][root][INFO] - Lr: 4.310e-03 | Epoch: [48][290/483] | Time 0.450 | Data 0.036 | Loss 0.0872 | IoU 0.584 [2021-03-11 15:22:14,045][root][INFO] - Lr: 4.307e-03 | Epoch: [48][300/483] | Time 0.450 | Data 0.036 | Loss 0.0872 | IoU 0.584 [2021-03-11 15:22:18,528][root][INFO] - Lr: 4.305e-03 | Epoch: [48][310/483] | Time 0.450 | Data 0.036 | Loss 0.0872 | IoU 0.584 [2021-03-11 15:22:23,020][root][INFO] - Lr: 4.302e-03 | Epoch: [48][320/483] | Time 0.450 | Data 0.036 | Loss 0.0871 | IoU 0.584 [2021-03-11 15:22:27,496][root][INFO] - Lr: 4.299e-03 | Epoch: [48][330/483] | Time 0.450 | Data 0.036 | Loss 0.0871 | IoU 0.584 [2021-03-11 15:22:31,971][root][INFO] - Lr: 4.297e-03 | Epoch: [48][340/483] | Time 0.450 | Data 0.036 | Loss 0.0871 | IoU 0.584 [2021-03-11 15:22:36,452][root][INFO] - Lr: 4.294e-03 | Epoch: [48][350/483] | Time 0.450 | Data 0.036 | Loss 0.0871 | IoU 0.584 [2021-03-11 15:22:40,942][root][INFO] - Lr: 4.292e-03 | Epoch: [48][360/483] | Time 0.450 | Data 0.036 | Loss 0.0870 | IoU 0.584 [2021-03-11 15:22:45,430][root][INFO] - Lr: 4.289e-03 | Epoch: [48][370/483] | Time 0.450 | Data 0.036 | Loss 0.0870 | IoU 0.584 [2021-03-11 15:22:49,919][root][INFO] - Lr: 4.287e-03 | Epoch: [48][380/483] | Time 0.450 | Data 0.036 | Loss 0.0870 | IoU 0.584 [2021-03-11 15:22:54,404][root][INFO] - Lr: 4.284e-03 | Epoch: [48][390/483] | Time 0.450 | Data 0.035 | Loss 0.0870 | IoU 0.584 [2021-03-11 15:22:58,883][root][INFO] - Lr: 4.281e-03 | Epoch: [48][400/483] | Time 0.450 | Data 0.035 | Loss 0.0869 | IoU 0.584 [2021-03-11 15:23:03,365][root][INFO] - Lr: 4.279e-03 | Epoch: [48][410/483] | Time 0.450 | Data 0.035 | Loss 0.0869 | IoU 0.584 [2021-03-11 15:23:07,840][root][INFO] - Lr: 4.276e-03 | Epoch: [48][420/483] | Time 0.450 | Data 0.035 | Loss 0.0869 | IoU 0.584 [2021-03-11 15:23:12,314][root][INFO] - Lr: 4.274e-03 | Epoch: [48][430/483] | Time 0.450 | Data 0.035 | Loss 0.0869 | IoU 0.584 [2021-03-11 15:23:16,798][root][INFO] - Lr: 4.271e-03 | Epoch: [48][440/483] | Time 0.450 | Data 0.035 | Loss 0.0868 | IoU 0.584 [2021-03-11 15:23:21,271][root][INFO] - Lr: 4.269e-03 | Epoch: [48][450/483] | Time 0.450 | Data 0.035 | Loss 0.0868 | IoU 0.584 [2021-03-11 15:23:25,760][root][INFO] - Lr: 4.266e-03 | Epoch: [48][460/483] | Time 0.450 | Data 0.035 | Loss 0.0868 | IoU 0.584 [2021-03-11 15:23:30,233][root][INFO] - Lr: 4.264e-03 | Epoch: [48][470/483] | Time 0.449 | Data 0.035 | Loss 0.0868 | IoU 0.584 [2021-03-11 15:23:34,707][root][INFO] - Lr: 4.261e-03 | Epoch: [48][480/483] | Time 0.449 | Data 0.035 | Loss 0.0867 | IoU 0.584 [2021-03-11 15:23:36,626][root][INFO] - Lr: 4.260e-03 | Epoch: [49][0/483] | Time 0.923 | Data 0.491 | Loss 0.0867 | IoU 0.584 [2021-03-11 15:23:41,102][root][INFO] - Lr: 4.258e-03 | Epoch: [49][10/483] | Time 0.491 | Data 0.076 | Loss 0.0867 | IoU 0.585 [2021-03-11 15:23:45,578][root][INFO] - Lr: 4.255e-03 | Epoch: [49][20/483] | Time 0.470 | Data 0.056 | Loss 0.0867 | IoU 0.585 [2021-03-11 15:23:50,059][root][INFO] - Lr: 4.253e-03 | Epoch: [49][30/483] | Time 0.463 | Data 0.049 | Loss 0.0866 | IoU 0.585 [2021-03-11 15:23:54,539][root][INFO] - Lr: 4.250e-03 | Epoch: [49][40/483] | Time 0.459 | Data 0.045 | Loss 0.0866 | IoU 0.585 [2021-03-11 15:23:59,026][root][INFO] - Lr: 4.247e-03 | Epoch: [49][50/483] | Time 0.457 | Data 0.043 | Loss 0.0866 | IoU 0.585 [2021-03-11 15:24:03,506][root][INFO] - Lr: 4.245e-03 | Epoch: [49][60/483] | Time 0.456 | Data 0.042 | Loss 0.0866 | IoU 0.585 [2021-03-11 15:24:07,988][root][INFO] - Lr: 4.242e-03 | Epoch: [49][70/483] | Time 0.455 | Data 0.041 | Loss 0.0865 | IoU 0.585 [2021-03-11 15:24:12,474][root][INFO] - Lr: 4.240e-03 | Epoch: [49][80/483] | Time 0.454 | Data 0.040 | Loss 0.0865 | IoU 0.585 [2021-03-11 15:24:16,953][root][INFO] - Lr: 4.237e-03 | Epoch: [49][90/483] | Time 0.453 | Data 0.039 | Loss 0.0865 | IoU 0.585 [2021-03-11 15:24:21,442][root][INFO] - Lr: 4.235e-03 | Epoch: [49][100/483] | Time 0.453 | Data 0.039 | Loss 0.0865 | IoU 0.585 [2021-03-11 15:24:25,942][root][INFO] - Lr: 4.232e-03 | Epoch: [49][110/483] | Time 0.453 | Data 0.038 | Loss 0.0864 | IoU 0.585 [2021-03-11 15:24:30,437][root][INFO] - Lr: 4.230e-03 | Epoch: [49][120/483] | Time 0.452 | Data 0.038 | Loss 0.0864 | IoU 0.585 [2021-03-11 15:24:34,915][root][INFO] - Lr: 4.227e-03 | Epoch: [49][130/483] | Time 0.452 | Data 0.038 | Loss 0.0864 | IoU 0.585 [2021-03-11 15:24:39,402][root][INFO] - Lr: 4.224e-03 | Epoch: [49][140/483] | Time 0.452 | Data 0.038 | Loss 0.0864 | IoU 0.585 [2021-03-11 15:24:43,899][root][INFO] - Lr: 4.222e-03 | Epoch: [49][150/483] | Time 0.452 | Data 0.037 | Loss 0.0863 | IoU 0.585 [2021-03-11 15:24:48,380][root][INFO] - Lr: 4.219e-03 | Epoch: [49][160/483] | Time 0.451 | Data 0.037 | Loss 0.0863 | IoU 0.585 [2021-03-11 15:24:52,862][root][INFO] - Lr: 4.217e-03 | Epoch: [49][170/483] | Time 0.451 | Data 0.037 | Loss 0.0863 | IoU 0.585 [2021-03-11 15:24:57,361][root][INFO] - Lr: 4.214e-03 | Epoch: [49][180/483] | Time 0.451 | Data 0.037 | Loss 0.0863 | IoU 0.585 [2021-03-11 15:25:01,853][root][INFO] - Lr: 4.212e-03 | Epoch: [49][190/483] | Time 0.451 | Data 0.037 | Loss 0.0862 | IoU 0.585 [2021-03-11 15:25:06,325][root][INFO] - Lr: 4.209e-03 | Epoch: [49][200/483] | Time 0.451 | Data 0.037 | Loss 0.0862 | IoU 0.585 [2021-03-11 15:25:10,802][root][INFO] - Lr: 4.206e-03 | Epoch: [49][210/483] | Time 0.451 | Data 0.036 | Loss 0.0862 | IoU 0.585 [2021-03-11 15:25:15,282][root][INFO] - Lr: 4.204e-03 | Epoch: [49][220/483] | Time 0.451 | Data 0.036 | Loss 0.0862 | IoU 0.585 [2021-03-11 15:25:19,767][root][INFO] - Lr: 4.201e-03 | Epoch: [49][230/483] | Time 0.450 | Data 0.036 | Loss 0.0862 | IoU 0.585 [2021-03-11 15:25:24,249][root][INFO] - Lr: 4.199e-03 | Epoch: [49][240/483] | Time 0.450 | Data 0.036 | Loss 0.0861 | IoU 0.585 [2021-03-11 15:25:28,729][root][INFO] - Lr: 4.196e-03 | Epoch: [49][250/483] | Time 0.450 | Data 0.036 | Loss 0.0861 | IoU 0.585 [2021-03-11 15:25:33,221][root][INFO] - Lr: 4.194e-03 | Epoch: [49][260/483] | Time 0.450 | Data 0.036 | Loss 0.0861 | IoU 0.585 [2021-03-11 15:25:37,703][root][INFO] - Lr: 4.191e-03 | Epoch: [49][270/483] | Time 0.450 | Data 0.036 | Loss 0.0860 | IoU 0.585 [2021-03-11 15:25:42,184][root][INFO] - Lr: 4.188e-03 | Epoch: [49][280/483] | Time 0.450 | Data 0.036 | Loss 0.0860 | IoU 0.585 [2021-03-11 15:25:46,669][root][INFO] - Lr: 4.186e-03 | Epoch: [49][290/483] | Time 0.450 | Data 0.036 | Loss 0.0860 | IoU 0.585 [2021-03-11 15:25:51,147][root][INFO] - Lr: 4.183e-03 | Epoch: [49][300/483] | Time 0.450 | Data 0.036 | Loss 0.0860 | IoU 0.585 [2021-03-11 15:25:55,630][root][INFO] - Lr: 4.181e-03 | Epoch: [49][310/483] | Time 0.450 | Data 0.036 | Loss 0.0860 | IoU 0.585 [2021-03-11 15:26:00,125][root][INFO] - Lr: 4.178e-03 | Epoch: [49][320/483] | Time 0.450 | Data 0.036 | Loss 0.0859 | IoU 0.585 [2021-03-11 15:26:04,616][root][INFO] - Lr: 4.176e-03 | Epoch: [49][330/483] | Time 0.450 | Data 0.036 | Loss 0.0859 | IoU 0.585 [2021-03-11 15:26:09,101][root][INFO] - Lr: 4.173e-03 | Epoch: [49][340/483] | Time 0.450 | Data 0.036 | Loss 0.0859 | IoU 0.585 [2021-03-11 15:26:13,585][root][INFO] - Lr: 4.171e-03 | Epoch: [49][350/483] | Time 0.450 | Data 0.036 | Loss 0.0859 | IoU 0.585 [2021-03-11 15:26:18,072][root][INFO] - Lr: 4.168e-03 | Epoch: [49][360/483] | Time 0.450 | Data 0.036 | Loss 0.0858 | IoU 0.585 [2021-03-11 15:26:22,557][root][INFO] - Lr: 4.165e-03 | Epoch: [49][370/483] | Time 0.450 | Data 0.036 | Loss 0.0858 | IoU 0.585 [2021-03-11 15:26:27,038][root][INFO] - Lr: 4.163e-03 | Epoch: [49][380/483] | Time 0.450 | Data 0.035 | Loss 0.0858 | IoU 0.585 [2021-03-11 15:26:31,524][root][INFO] - Lr: 4.160e-03 | Epoch: [49][390/483] | Time 0.450 | Data 0.035 | Loss 0.0858 | IoU 0.585 [2021-03-11 15:26:36,008][root][INFO] - Lr: 4.158e-03 | Epoch: [49][400/483] | Time 0.450 | Data 0.035 | Loss 0.0857 | IoU 0.585 [2021-03-11 15:26:40,484][root][INFO] - Lr: 4.155e-03 | Epoch: [49][410/483] | Time 0.450 | Data 0.035 | Loss 0.0857 | IoU 0.585 [2021-03-11 15:26:44,965][root][INFO] - Lr: 4.153e-03 | Epoch: [49][420/483] | Time 0.450 | Data 0.035 | Loss 0.0857 | IoU 0.585 [2021-03-11 15:26:49,449][root][INFO] - Lr: 4.150e-03 | Epoch: [49][430/483] | Time 0.450 | Data 0.035 | Loss 0.0857 | IoU 0.585 [2021-03-11 15:26:53,927][root][INFO] - Lr: 4.147e-03 | Epoch: [49][440/483] | Time 0.449 | Data 0.035 | Loss 0.0856 | IoU 0.585 [2021-03-11 15:26:58,414][root][INFO] - Lr: 4.145e-03 | Epoch: [49][450/483] | Time 0.449 | Data 0.035 | Loss 0.0856 | IoU 0.585 [2021-03-11 15:27:02,894][root][INFO] - Lr: 4.142e-03 | Epoch: [49][460/483] | Time 0.449 | Data 0.035 | Loss 0.0856 | IoU 0.585 [2021-03-11 15:27:07,371][root][INFO] - Lr: 4.140e-03 | Epoch: [49][470/483] | Time 0.449 | Data 0.035 | Loss 0.0856 | IoU 0.585 [2021-03-11 15:27:11,853][root][INFO] - Lr: 4.137e-03 | Epoch: [49][480/483] | Time 0.449 | Data 0.035 | Loss 0.0855 | IoU 0.585 [2021-03-11 15:27:13,822][root][INFO] - Lr: 4.136e-03 | Epoch: [50][0/483] | Time 1.009 | Data 0.554 | Loss 0.0855 | IoU 0.585 [2021-03-11 15:27:18,308][root][INFO] - Lr: 4.134e-03 | Epoch: [50][10/483] | Time 0.500 | Data 0.081 | Loss 0.0855 | IoU 0.585 [2021-03-11 15:27:22,790][root][INFO] - Lr: 4.131e-03 | Epoch: [50][20/483] | Time 0.475 | Data 0.059 | Loss 0.0855 | IoU 0.585 [2021-03-11 15:27:27,271][root][INFO] - Lr: 4.129e-03 | Epoch: [50][30/483] | Time 0.466 | Data 0.051 | Loss 0.0855 | IoU 0.585 [2021-03-11 15:27:31,758][root][INFO] - Lr: 4.126e-03 | Epoch: [50][40/483] | Time 0.462 | Data 0.047 | Loss 0.0854 | IoU 0.585 [2021-03-11 15:27:36,242][root][INFO] - Lr: 4.124e-03 | Epoch: [50][50/483] | Time 0.459 | Data 0.044 | Loss 0.0854 | IoU 0.585 [2021-03-11 15:27:40,745][root][INFO] - Lr: 4.121e-03 | Epoch: [50][60/483] | Time 0.458 | Data 0.043 | Loss 0.0854 | IoU 0.585 [2021-03-11 15:27:45,236][root][INFO] - Lr: 4.118e-03 | Epoch: [50][70/483] | Time 0.457 | Data 0.042 | Loss 0.0854 | IoU 0.585 [2021-03-11 15:27:49,717][root][INFO] - Lr: 4.116e-03 | Epoch: [50][80/483] | Time 0.456 | Data 0.041 | Loss 0.0853 | IoU 0.585 [2021-03-11 15:27:54,203][root][INFO] - Lr: 4.113e-03 | Epoch: [50][90/483] | Time 0.455 | Data 0.040 | Loss 0.0853 | IoU 0.585 [2021-03-11 15:27:58,689][root][INFO] - Lr: 4.111e-03 | Epoch: [50][100/483] | Time 0.454 | Data 0.039 | Loss 0.0853 | IoU 0.585 [2021-03-11 15:28:03,167][root][INFO] - Lr: 4.108e-03 | Epoch: [50][110/483] | Time 0.454 | Data 0.039 | Loss 0.0853 | IoU 0.585 [2021-03-11 15:28:07,645][root][INFO] - Lr: 4.106e-03 | Epoch: [50][120/483] | Time 0.453 | Data 0.039 | Loss 0.0852 | IoU 0.585 [2021-03-11 15:28:12,141][root][INFO] - Lr: 4.103e-03 | Epoch: [50][130/483] | Time 0.453 | Data 0.038 | Loss 0.0852 | IoU 0.585 [2021-03-11 15:28:16,627][root][INFO] - Lr: 4.100e-03 | Epoch: [50][140/483] | Time 0.453 | Data 0.038 | Loss 0.0852 | IoU 0.585 [2021-03-11 15:28:21,109][root][INFO] - Lr: 4.098e-03 | Epoch: [50][150/483] | Time 0.452 | Data 0.038 | Loss 0.0852 | IoU 0.585 [2021-03-11 15:28:25,609][root][INFO] - Lr: 4.095e-03 | Epoch: [50][160/483] | Time 0.452 | Data 0.038 | Loss 0.0851 | IoU 0.586 [2021-03-11 15:28:30,089][root][INFO] - Lr: 4.093e-03 | Epoch: [50][170/483] | Time 0.452 | Data 0.037 | Loss 0.0851 | IoU 0.586 [2021-03-11 15:28:34,575][root][INFO] - Lr: 4.090e-03 | Epoch: [50][180/483] | Time 0.452 | Data 0.037 | Loss 0.0851 | IoU 0.586 [2021-03-11 15:28:39,071][root][INFO] - Lr: 4.088e-03 | Epoch: [50][190/483] | Time 0.452 | Data 0.037 | Loss 0.0851 | IoU 0.586 [2021-03-11 15:28:43,556][root][INFO] - Lr: 4.085e-03 | Epoch: [50][200/483] | Time 0.451 | Data 0.037 | Loss 0.0851 | IoU 0.586 [2021-03-11 15:28:48,036][root][INFO] - Lr: 4.082e-03 | Epoch: [50][210/483] | Time 0.451 | Data 0.037 | Loss 0.0850 | IoU 0.586 [2021-03-11 15:28:52,525][root][INFO] - Lr: 4.080e-03 | Epoch: [50][220/483] | Time 0.451 | Data 0.037 | Loss 0.0850 | IoU 0.586 [2021-03-11 15:28:57,020][root][INFO] - Lr: 4.077e-03 | Epoch: [50][230/483] | Time 0.451 | Data 0.037 | Loss 0.0850 | IoU 0.586 [2021-03-11 15:29:01,506][root][INFO] - Lr: 4.075e-03 | Epoch: [50][240/483] | Time 0.451 | Data 0.036 | Loss 0.0850 | IoU 0.586 [2021-03-11 15:29:06,001][root][INFO] - Lr: 4.072e-03 | Epoch: [50][250/483] | Time 0.451 | Data 0.036 | Loss 0.0849 | IoU 0.586 [2021-03-11 15:29:10,488][root][INFO] - Lr: 4.069e-03 | Epoch: [50][260/483] | Time 0.451 | Data 0.036 | Loss 0.0849 | IoU 0.586 [2021-03-11 15:29:14,987][root][INFO] - Lr: 4.067e-03 | Epoch: [50][270/483] | Time 0.451 | Data 0.036 | Loss 0.0849 | IoU 0.586 [2021-03-11 15:29:19,472][root][INFO] - Lr: 4.064e-03 | Epoch: [50][280/483] | Time 0.451 | Data 0.036 | Loss 0.0849 | IoU 0.586 [2021-03-11 15:29:23,966][root][INFO] - Lr: 4.062e-03 | Epoch: [50][290/483] | Time 0.451 | Data 0.036 | Loss 0.0848 | IoU 0.586 [2021-03-11 15:29:28,450][root][INFO] - Lr: 4.059e-03 | Epoch: [50][300/483] | Time 0.451 | Data 0.036 | Loss 0.0848 | IoU 0.586 [2021-03-11 15:29:32,943][root][INFO] - Lr: 4.057e-03 | Epoch: [50][310/483] | Time 0.451 | Data 0.036 | Loss 0.0848 | IoU 0.586 [2021-03-11 15:29:37,438][root][INFO] - Lr: 4.054e-03 | Epoch: [50][320/483] | Time 0.451 | Data 0.036 | Loss 0.0848 | IoU 0.586 [2021-03-11 15:29:41,939][root][INFO] - Lr: 4.051e-03 | Epoch: [50][330/483] | Time 0.451 | Data 0.036 | Loss 0.0847 | IoU 0.586 [2021-03-11 15:29:46,422][root][INFO] - Lr: 4.049e-03 | Epoch: [50][340/483] | Time 0.450 | Data 0.036 | Loss 0.0847 | IoU 0.586 [2021-03-11 15:29:50,905][root][INFO] - Lr: 4.046e-03 | Epoch: [50][350/483] | Time 0.450 | Data 0.036 | Loss 0.0847 | IoU 0.586 [2021-03-11 15:29:55,386][root][INFO] - Lr: 4.044e-03 | Epoch: [50][360/483] | Time 0.450 | Data 0.036 | Loss 0.0847 | IoU 0.586 [2021-03-11 15:29:59,867][root][INFO] - Lr: 4.041e-03 | Epoch: [50][370/483] | Time 0.450 | Data 0.036 | Loss 0.0846 | IoU 0.586 [2021-03-11 15:30:04,347][root][INFO] - Lr: 4.039e-03 | Epoch: [50][380/483] | Time 0.450 | Data 0.036 | Loss 0.0846 | IoU 0.586 [2021-03-11 15:30:08,832][root][INFO] - Lr: 4.036e-03 | Epoch: [50][390/483] | Time 0.450 | Data 0.036 | Loss 0.0846 | IoU 0.586 [2021-03-11 15:30:13,313][root][INFO] - Lr: 4.033e-03 | Epoch: [50][400/483] | Time 0.450 | Data 0.036 | Loss 0.0846 | IoU 0.586 [2021-03-11 15:30:17,794][root][INFO] - Lr: 4.031e-03 | Epoch: [50][410/483] | Time 0.450 | Data 0.036 | Loss 0.0846 | IoU 0.586 [2021-03-11 15:30:22,277][root][INFO] - Lr: 4.028e-03 | Epoch: [50][420/483] | Time 0.450 | Data 0.036 | Loss 0.0845 | IoU 0.586 [2021-03-11 15:30:26,755][root][INFO] - Lr: 4.026e-03 | Epoch: [50][430/483] | Time 0.450 | Data 0.036 | Loss 0.0845 | IoU 0.586 [2021-03-11 15:30:31,251][root][INFO] - Lr: 4.023e-03 | Epoch: [50][440/483] | Time 0.450 | Data 0.036 | Loss 0.0845 | IoU 0.586 [2021-03-11 15:30:35,732][root][INFO] - Lr: 4.021e-03 | Epoch: [50][450/483] | Time 0.450 | Data 0.035 | Loss 0.0845 | IoU 0.586 [2021-03-11 15:30:40,209][root][INFO] - Lr: 4.018e-03 | Epoch: [50][460/483] | Time 0.450 | Data 0.035 | Loss 0.0844 | IoU 0.586 [2021-03-11 15:30:44,695][root][INFO] - Lr: 4.015e-03 | Epoch: [50][470/483] | Time 0.450 | Data 0.035 | Loss 0.0844 | IoU 0.586 [2021-03-11 15:30:49,171][root][INFO] - Lr: 4.013e-03 | Epoch: [50][480/483] | Time 0.450 | Data 0.035 | Loss 0.0844 | IoU 0.586 [2021-03-11 15:30:50,657][root][INFO] - 0/680 [2021-03-11 15:30:50,882][root][INFO] - 1/680 [2021-03-11 15:30:51,084][root][INFO] - 2/680 [2021-03-11 15:30:51,295][root][INFO] - 3/680 [2021-03-11 15:30:51,496][root][INFO] - 4/680 [2021-03-11 15:30:51,694][root][INFO] - 5/680 [2021-03-11 15:30:51,891][root][INFO] - 6/680 [2021-03-11 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649/680 [2021-03-11 15:32:57,885][root][INFO] - 650/680 [2021-03-11 15:32:58,083][root][INFO] - 651/680 [2021-03-11 15:32:58,265][root][INFO] - 652/680 [2021-03-11 15:32:58,453][root][INFO] - 653/680 [2021-03-11 15:32:58,649][root][INFO] - 654/680 [2021-03-11 15:32:58,847][root][INFO] - 655/680 [2021-03-11 15:32:59,044][root][INFO] - 656/680 [2021-03-11 15:32:59,242][root][INFO] - 657/680 [2021-03-11 15:32:59,441][root][INFO] - 658/680 [2021-03-11 15:32:59,638][root][INFO] - 659/680 [2021-03-11 15:32:59,835][root][INFO] - 660/680 [2021-03-11 15:33:00,035][root][INFO] - 661/680 [2021-03-11 15:33:00,232][root][INFO] - 662/680 [2021-03-11 15:33:00,429][root][INFO] - 663/680 [2021-03-11 15:33:00,628][root][INFO] - 664/680 [2021-03-11 15:33:00,823][root][INFO] - 665/680 [2021-03-11 15:33:01,018][root][INFO] - 666/680 [2021-03-11 15:33:01,215][root][INFO] - 667/680 [2021-03-11 15:33:01,397][root][INFO] - 668/680 [2021-03-11 15:33:01,593][root][INFO] - 669/680 [2021-03-11 15:33:01,785][root][INFO] - 670/680 [2021-03-11 15:33:01,983][root][INFO] - 671/680 [2021-03-11 15:33:02,165][root][INFO] - 672/680 [2021-03-11 15:33:02,348][root][INFO] - 673/680 [2021-03-11 15:33:02,531][root][INFO] - 674/680 [2021-03-11 15:33:02,714][root][INFO] - 675/680 [2021-03-11 15:33:02,897][root][INFO] - 676/680 [2021-03-11 15:33:03,079][root][INFO] - 677/680 [2021-03-11 15:33:03,261][root][INFO] - 678/680 [2021-03-11 15:33:03,443][root][INFO] - 679/680 [2021-03-11 15:33:03,648][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.3006 IoU avg 0.508 [2021-03-11 15:33:04,634][root][INFO] - Lr: 4.012e-03 | Epoch: [51][0/483] | Time 0.929 | Data 0.497 | Loss 0.0844 | IoU 0.586 [2021-03-11 15:33:09,091][root][INFO] - Lr: 4.009e-03 | Epoch: [51][10/483] | Time 0.490 | Data 0.076 | Loss 0.0844 | IoU 0.586 [2021-03-11 15:33:13,556][root][INFO] - Lr: 4.007e-03 | Epoch: [51][20/483] | Time 0.469 | Data 0.056 | Loss 0.0843 | IoU 0.586 [2021-03-11 15:33:18,027][root][INFO] - Lr: 4.004e-03 | Epoch: [51][30/483] | Time 0.462 | Data 0.049 | Loss 0.0843 | IoU 0.586 [2021-03-11 15:33:22,495][root][INFO] - Lr: 4.002e-03 | Epoch: [51][40/483] | Time 0.458 | Data 0.045 | Loss 0.0843 | IoU 0.586 [2021-03-11 15:33:26,976][root][INFO] - Lr: 3.999e-03 | Epoch: [51][50/483] | Time 0.456 | Data 0.043 | Loss 0.0843 | IoU 0.586 [2021-03-11 15:33:31,450][root][INFO] - Lr: 3.997e-03 | Epoch: [51][60/483] | Time 0.455 | Data 0.042 | Loss 0.0842 | IoU 0.586 [2021-03-11 15:33:35,928][root][INFO] - Lr: 3.994e-03 | Epoch: [51][70/483] | Time 0.454 | Data 0.041 | Loss 0.0842 | IoU 0.586 [2021-03-11 15:33:40,411][root][INFO] - Lr: 3.991e-03 | Epoch: [51][80/483] | Time 0.453 | Data 0.040 | Loss 0.0842 | IoU 0.586 [2021-03-11 15:33:44,884][root][INFO] - Lr: 3.989e-03 | Epoch: [51][90/483] | Time 0.453 | Data 0.039 | Loss 0.0842 | IoU 0.586 [2021-03-11 15:33:49,359][root][INFO] - Lr: 3.986e-03 | Epoch: [51][100/483] | Time 0.452 | Data 0.039 | Loss 0.0841 | IoU 0.586 [2021-03-11 15:33:53,852][root][INFO] - Lr: 3.984e-03 | Epoch: [51][110/483] | Time 0.452 | Data 0.038 | Loss 0.0841 | IoU 0.586 [2021-03-11 15:33:58,314][root][INFO] - Lr: 3.981e-03 | Epoch: [51][120/483] | Time 0.451 | Data 0.038 | Loss 0.0841 | IoU 0.586 [2021-03-11 15:34:02,815][root][INFO] - Lr: 3.979e-03 | Epoch: [51][130/483] | Time 0.451 | Data 0.038 | Loss 0.0841 | IoU 0.586 [2021-03-11 15:34:07,303][root][INFO] - Lr: 3.976e-03 | Epoch: [51][140/483] | Time 0.451 | Data 0.037 | Loss 0.0841 | IoU 0.586 [2021-03-11 15:34:11,789][root][INFO] - Lr: 3.973e-03 | Epoch: [51][150/483] | Time 0.451 | Data 0.037 | Loss 0.0840 | IoU 0.586 [2021-03-11 15:34:16,283][root][INFO] - Lr: 3.971e-03 | Epoch: [51][160/483] | Time 0.451 | Data 0.037 | Loss 0.0840 | IoU 0.586 [2021-03-11 15:34:20,767][root][INFO] - Lr: 3.968e-03 | Epoch: [51][170/483] | Time 0.451 | Data 0.037 | Loss 0.0840 | IoU 0.586 [2021-03-11 15:34:25,246][root][INFO] - Lr: 3.966e-03 | Epoch: [51][180/483] | Time 0.450 | Data 0.037 | Loss 0.0840 | IoU 0.586 [2021-03-11 15:34:29,733][root][INFO] - Lr: 3.963e-03 | Epoch: [51][190/483] | Time 0.450 | Data 0.037 | Loss 0.0839 | IoU 0.586 [2021-03-11 15:34:34,236][root][INFO] - Lr: 3.960e-03 | Epoch: [51][200/483] | Time 0.450 | Data 0.037 | Loss 0.0839 | IoU 0.586 [2021-03-11 15:34:38,724][root][INFO] - Lr: 3.958e-03 | Epoch: [51][210/483] | Time 0.450 | Data 0.036 | Loss 0.0839 | IoU 0.586 [2021-03-11 15:34:43,201][root][INFO] - Lr: 3.955e-03 | Epoch: [51][220/483] | Time 0.450 | Data 0.036 | Loss 0.0839 | IoU 0.586 [2021-03-11 15:34:47,684][root][INFO] - Lr: 3.953e-03 | Epoch: [51][230/483] | Time 0.450 | Data 0.036 | Loss 0.0839 | IoU 0.586 [2021-03-11 15:34:52,175][root][INFO] - Lr: 3.950e-03 | Epoch: [51][240/483] | Time 0.450 | Data 0.036 | Loss 0.0838 | IoU 0.586 [2021-03-11 15:34:56,665][root][INFO] - Lr: 3.948e-03 | Epoch: [51][250/483] | Time 0.450 | Data 0.036 | Loss 0.0838 | IoU 0.586 [2021-03-11 15:35:01,150][root][INFO] - Lr: 3.945e-03 | Epoch: [51][260/483] | Time 0.450 | Data 0.036 | Loss 0.0838 | IoU 0.586 [2021-03-11 15:35:05,634][root][INFO] - Lr: 3.942e-03 | Epoch: [51][270/483] | Time 0.450 | Data 0.036 | Loss 0.0838 | IoU 0.586 [2021-03-11 15:35:10,109][root][INFO] - Lr: 3.940e-03 | Epoch: [51][280/483] | Time 0.450 | Data 0.036 | Loss 0.0837 | IoU 0.586 [2021-03-11 15:35:14,596][root][INFO] - Lr: 3.937e-03 | Epoch: [51][290/483] | Time 0.450 | Data 0.036 | Loss 0.0837 | IoU 0.586 [2021-03-11 15:35:19,085][root][INFO] - Lr: 3.935e-03 | Epoch: [51][300/483] | Time 0.450 | Data 0.036 | Loss 0.0837 | IoU 0.586 [2021-03-11 15:35:23,567][root][INFO] - Lr: 3.932e-03 | Epoch: [51][310/483] | Time 0.450 | Data 0.036 | Loss 0.0837 | IoU 0.586 [2021-03-11 15:35:28,042][root][INFO] - Lr: 3.929e-03 | Epoch: [51][320/483] | Time 0.450 | Data 0.036 | Loss 0.0836 | IoU 0.586 [2021-03-11 15:35:32,534][root][INFO] - Lr: 3.927e-03 | Epoch: [51][330/483] | Time 0.450 | Data 0.036 | Loss 0.0836 | IoU 0.586 [2021-03-11 15:35:37,037][root][INFO] - Lr: 3.924e-03 | Epoch: [51][340/483] | Time 0.450 | Data 0.036 | Loss 0.0836 | IoU 0.586 [2021-03-11 15:35:41,528][root][INFO] - Lr: 3.922e-03 | Epoch: [51][350/483] | Time 0.450 | Data 0.036 | Loss 0.0836 | IoU 0.587 [2021-03-11 15:35:46,005][root][INFO] - Lr: 3.919e-03 | Epoch: [51][360/483] | Time 0.450 | Data 0.036 | Loss 0.0836 | IoU 0.587 [2021-03-11 15:35:50,489][root][INFO] - Lr: 3.917e-03 | Epoch: [51][370/483] | Time 0.450 | Data 0.036 | Loss 0.0835 | IoU 0.587 [2021-03-11 15:35:54,977][root][INFO] - Lr: 3.914e-03 | Epoch: [51][380/483] | Time 0.450 | Data 0.035 | Loss 0.0835 | IoU 0.587 [2021-03-11 15:35:59,460][root][INFO] - Lr: 3.911e-03 | Epoch: [51][390/483] | Time 0.449 | Data 0.035 | Loss 0.0835 | IoU 0.587 [2021-03-11 15:36:03,940][root][INFO] - Lr: 3.909e-03 | Epoch: [51][400/483] | Time 0.449 | Data 0.035 | Loss 0.0835 | IoU 0.587 [2021-03-11 15:36:08,430][root][INFO] - Lr: 3.906e-03 | Epoch: [51][410/483] | Time 0.449 | Data 0.035 | Loss 0.0834 | IoU 0.587 [2021-03-11 15:36:12,917][root][INFO] - Lr: 3.904e-03 | Epoch: [51][420/483] | Time 0.449 | Data 0.035 | Loss 0.0834 | IoU 0.587 [2021-03-11 15:36:17,393][root][INFO] - Lr: 3.901e-03 | Epoch: [51][430/483] | Time 0.449 | Data 0.035 | Loss 0.0834 | IoU 0.587 [2021-03-11 15:36:21,869][root][INFO] - Lr: 3.898e-03 | Epoch: [51][440/483] | Time 0.449 | Data 0.035 | Loss 0.0834 | IoU 0.587 [2021-03-11 15:36:26,354][root][INFO] - Lr: 3.896e-03 | Epoch: [51][450/483] | Time 0.449 | Data 0.035 | Loss 0.0833 | IoU 0.587 [2021-03-11 15:36:30,849][root][INFO] - Lr: 3.893e-03 | Epoch: [51][460/483] | Time 0.449 | Data 0.035 | Loss 0.0833 | IoU 0.587 [2021-03-11 15:36:35,326][root][INFO] - Lr: 3.891e-03 | Epoch: [51][470/483] | Time 0.449 | Data 0.035 | Loss 0.0833 | IoU 0.587 [2021-03-11 15:36:39,806][root][INFO] - Lr: 3.888e-03 | Epoch: [51][480/483] | Time 0.449 | Data 0.035 | Loss 0.0833 | IoU 0.587 [2021-03-11 15:36:41,710][root][INFO] - Lr: 3.887e-03 | Epoch: [52][0/483] | Time 0.924 | Data 0.488 | Loss 0.0833 | IoU 0.587 [2021-03-11 15:36:46,191][root][INFO] - Lr: 3.885e-03 | Epoch: [52][10/483] | Time 0.491 | Data 0.076 | Loss 0.0833 | IoU 0.587 [2021-03-11 15:36:50,684][root][INFO] - Lr: 3.882e-03 | Epoch: [52][20/483] | Time 0.471 | Data 0.056 | Loss 0.0832 | IoU 0.587 [2021-03-11 15:36:55,162][root][INFO] - Lr: 3.880e-03 | Epoch: [52][30/483] | Time 0.464 | Data 0.049 | Loss 0.0832 | IoU 0.587 [2021-03-11 15:36:59,647][root][INFO] - Lr: 3.877e-03 | Epoch: [52][40/483] | Time 0.460 | Data 0.045 | Loss 0.0832 | IoU 0.587 [2021-03-11 15:37:04,133][root][INFO] - Lr: 3.874e-03 | Epoch: [52][50/483] | Time 0.458 | Data 0.043 | Loss 0.0832 | IoU 0.587 [2021-03-11 15:37:08,613][root][INFO] - Lr: 3.872e-03 | Epoch: [52][60/483] | Time 0.456 | Data 0.042 | Loss 0.0831 | IoU 0.587 [2021-03-11 15:37:13,109][root][INFO] - Lr: 3.869e-03 | Epoch: [52][70/483] | Time 0.455 | Data 0.041 | Loss 0.0831 | IoU 0.587 [2021-03-11 15:37:17,600][root][INFO] - Lr: 3.867e-03 | Epoch: [52][80/483] | Time 0.454 | Data 0.040 | Loss 0.0831 | IoU 0.587 [2021-03-11 15:37:22,088][root][INFO] - Lr: 3.864e-03 | Epoch: [52][90/483] | Time 0.454 | Data 0.039 | Loss 0.0831 | IoU 0.587 [2021-03-11 15:37:26,565][root][INFO] - Lr: 3.861e-03 | Epoch: [52][100/483] | Time 0.453 | Data 0.039 | Loss 0.0831 | IoU 0.587 [2021-03-11 15:37:31,046][root][INFO] - Lr: 3.859e-03 | Epoch: [52][110/483] | Time 0.453 | Data 0.038 | Loss 0.0830 | IoU 0.587 [2021-03-11 15:37:35,524][root][INFO] - Lr: 3.856e-03 | Epoch: [52][120/483] | Time 0.452 | Data 0.038 | Loss 0.0830 | IoU 0.587 [2021-03-11 15:37:40,009][root][INFO] - Lr: 3.854e-03 | Epoch: [52][130/483] | Time 0.452 | Data 0.038 | Loss 0.0830 | IoU 0.587 [2021-03-11 15:37:44,499][root][INFO] - Lr: 3.851e-03 | Epoch: [52][140/483] | Time 0.452 | Data 0.038 | Loss 0.0830 | IoU 0.587 [2021-03-11 15:37:48,992][root][INFO] - Lr: 3.849e-03 | Epoch: [52][150/483] | Time 0.452 | Data 0.037 | Loss 0.0829 | IoU 0.587 [2021-03-11 15:37:53,478][root][INFO] - Lr: 3.846e-03 | Epoch: [52][160/483] | Time 0.451 | Data 0.037 | Loss 0.0829 | IoU 0.587 [2021-03-11 15:37:57,967][root][INFO] - Lr: 3.843e-03 | Epoch: [52][170/483] | Time 0.451 | Data 0.037 | Loss 0.0829 | IoU 0.587 [2021-03-11 15:38:03,800][root][INFO] - Lr: 3.841e-03 | Epoch: [52][180/483] | Time 0.459 | Data 0.037 | Loss 0.0829 | IoU 0.587 [2021-03-11 15:38:08,284][root][INFO] - Lr: 3.838e-03 | Epoch: [52][190/483] | Time 0.458 | Data 0.037 | Loss 0.0829 | IoU 0.587 [2021-03-11 15:38:12,767][root][INFO] - Lr: 3.836e-03 | Epoch: [52][200/483] | Time 0.458 | Data 0.037 | Loss 0.0828 | IoU 0.587 [2021-03-11 15:38:17,259][root][INFO] - Lr: 3.833e-03 | Epoch: [52][210/483] | Time 0.457 | Data 0.037 | Loss 0.0828 | IoU 0.587 [2021-03-11 15:38:21,743][root][INFO] - Lr: 3.830e-03 | Epoch: [52][220/483] | Time 0.457 | Data 0.037 | Loss 0.0828 | IoU 0.587 [2021-03-11 15:38:26,238][root][INFO] - Lr: 3.828e-03 | Epoch: [52][230/483] | Time 0.457 | Data 0.037 | Loss 0.0828 | IoU 0.587 [2021-03-11 15:38:30,719][root][INFO] - Lr: 3.825e-03 | Epoch: [52][240/483] | Time 0.456 | Data 0.036 | Loss 0.0827 | IoU 0.587 [2021-03-11 15:38:35,198][root][INFO] - Lr: 3.823e-03 | Epoch: [52][250/483] | Time 0.456 | Data 0.036 | Loss 0.0827 | IoU 0.587 [2021-03-11 15:38:39,683][root][INFO] - Lr: 3.820e-03 | Epoch: [52][260/483] | Time 0.456 | Data 0.036 | Loss 0.0827 | IoU 0.587 [2021-03-11 15:38:44,168][root][INFO] - Lr: 3.817e-03 | Epoch: [52][270/483] | Time 0.455 | Data 0.036 | Loss 0.0827 | IoU 0.587 [2021-03-11 15:38:48,655][root][INFO] - Lr: 3.815e-03 | Epoch: [52][280/483] | Time 0.455 | Data 0.036 | Loss 0.0827 | IoU 0.587 [2021-03-11 15:38:53,141][root][INFO] - Lr: 3.812e-03 | Epoch: [52][290/483] | Time 0.455 | Data 0.036 | Loss 0.0826 | IoU 0.587 [2021-03-11 15:38:57,618][root][INFO] - Lr: 3.810e-03 | Epoch: [52][300/483] | Time 0.455 | Data 0.036 | Loss 0.0826 | IoU 0.587 [2021-03-11 15:39:02,108][root][INFO] - Lr: 3.807e-03 | Epoch: [52][310/483] | Time 0.454 | Data 0.036 | Loss 0.0826 | IoU 0.587 [2021-03-11 15:39:06,594][root][INFO] - Lr: 3.804e-03 | Epoch: [52][320/483] | Time 0.454 | Data 0.036 | Loss 0.0826 | IoU 0.587 [2021-03-11 15:39:11,082][root][INFO] - Lr: 3.802e-03 | Epoch: [52][330/483] | Time 0.454 | Data 0.036 | Loss 0.0825 | IoU 0.587 [2021-03-11 15:39:15,576][root][INFO] - Lr: 3.799e-03 | Epoch: [52][340/483] | Time 0.454 | Data 0.036 | Loss 0.0825 | IoU 0.587 [2021-03-11 15:39:20,065][root][INFO] - Lr: 3.797e-03 | Epoch: [52][350/483] | Time 0.454 | Data 0.036 | Loss 0.0825 | IoU 0.587 [2021-03-11 15:39:24,548][root][INFO] - Lr: 3.794e-03 | Epoch: [52][360/483] | Time 0.454 | Data 0.036 | Loss 0.0825 | IoU 0.587 [2021-03-11 15:39:29,032][root][INFO] - Lr: 3.791e-03 | Epoch: [52][370/483] | Time 0.453 | Data 0.036 | Loss 0.0825 | IoU 0.587 [2021-03-11 15:39:33,526][root][INFO] - Lr: 3.789e-03 | Epoch: [52][380/483] | Time 0.453 | Data 0.036 | Loss 0.0824 | IoU 0.587 [2021-03-11 15:39:38,016][root][INFO] - Lr: 3.786e-03 | Epoch: [52][390/483] | Time 0.453 | Data 0.036 | Loss 0.0824 | IoU 0.587 [2021-03-11 15:39:42,490][root][INFO] - Lr: 3.784e-03 | Epoch: [52][400/483] | Time 0.453 | Data 0.036 | Loss 0.0824 | IoU 0.587 [2021-03-11 15:39:46,968][root][INFO] - Lr: 3.781e-03 | Epoch: [52][410/483] | Time 0.453 | Data 0.036 | Loss 0.0824 | IoU 0.587 [2021-03-11 15:39:51,443][root][INFO] - Lr: 3.779e-03 | Epoch: [52][420/483] | Time 0.453 | Data 0.036 | Loss 0.0823 | IoU 0.587 [2021-03-11 15:39:55,924][root][INFO] - Lr: 3.776e-03 | Epoch: [52][430/483] | Time 0.453 | Data 0.035 | Loss 0.0823 | IoU 0.587 [2021-03-11 15:40:00,405][root][INFO] - Lr: 3.773e-03 | Epoch: [52][440/483] | Time 0.453 | Data 0.035 | Loss 0.0823 | IoU 0.587 [2021-03-11 15:40:04,896][root][INFO] - Lr: 3.771e-03 | Epoch: [52][450/483] | Time 0.453 | Data 0.035 | Loss 0.0823 | IoU 0.587 [2021-03-11 15:40:09,380][root][INFO] - Lr: 3.768e-03 | Epoch: [52][460/483] | Time 0.452 | Data 0.035 | Loss 0.0823 | IoU 0.587 [2021-03-11 15:40:13,871][root][INFO] - Lr: 3.766e-03 | Epoch: [52][470/483] | Time 0.452 | Data 0.035 | Loss 0.0822 | IoU 0.587 [2021-03-11 15:40:18,355][root][INFO] - Lr: 3.763e-03 | Epoch: [52][480/483] | Time 0.452 | Data 0.035 | Loss 0.0822 | IoU 0.587 [2021-03-11 15:40:20,249][root][INFO] - Lr: 3.762e-03 | Epoch: [53][0/483] | Time 0.929 | Data 0.498 | Loss 0.0822 | IoU 0.587 [2021-03-11 15:40:24,731][root][INFO] - Lr: 3.760e-03 | Epoch: [53][10/483] | Time 0.492 | Data 0.076 | Loss 0.0822 | IoU 0.587 [2021-03-11 15:40:29,213][root][INFO] - Lr: 3.757e-03 | Epoch: [53][20/483] | Time 0.471 | Data 0.056 | Loss 0.0822 | IoU 0.587 [2021-03-11 15:40:35,005][root][INFO] - Lr: 3.754e-03 | Epoch: [53][30/483] | Time 0.506 | Data 0.051 | Loss 0.0821 | IoU 0.587 [2021-03-11 15:40:39,490][root][INFO] - Lr: 3.752e-03 | Epoch: [53][40/483] | Time 0.492 | Data 0.047 | Loss 0.0821 | IoU 0.587 [2021-03-11 15:40:43,962][root][INFO] - Lr: 3.749e-03 | Epoch: [53][50/483] | Time 0.483 | Data 0.045 | Loss 0.0821 | IoU 0.587 [2021-03-11 15:40:48,443][root][INFO] - Lr: 3.747e-03 | Epoch: [53][60/483] | Time 0.477 | Data 0.043 | Loss 0.0821 | IoU 0.587 [2021-03-11 15:40:52,917][root][INFO] - Lr: 3.744e-03 | Epoch: [53][70/483] | Time 0.473 | Data 0.042 | Loss 0.0821 | IoU 0.587 [2021-03-11 15:40:57,397][root][INFO] - Lr: 3.741e-03 | Epoch: [53][80/483] | Time 0.470 | Data 0.041 | Loss 0.0820 | IoU 0.587 [2021-03-11 15:41:01,876][root][INFO] - Lr: 3.739e-03 | Epoch: [53][90/483] | Time 0.468 | Data 0.040 | Loss 0.0820 | IoU 0.587 [2021-03-11 15:41:06,352][root][INFO] - Lr: 3.736e-03 | Epoch: [53][100/483] | Time 0.466 | Data 0.039 | Loss 0.0820 | IoU 0.587 [2021-03-11 15:41:10,836][root][INFO] - Lr: 3.734e-03 | Epoch: [53][110/483] | Time 0.464 | Data 0.039 | Loss 0.0820 | IoU 0.587 [2021-03-11 15:41:15,320][root][INFO] - Lr: 3.731e-03 | Epoch: [53][120/483] | Time 0.463 | Data 0.039 | Loss 0.0819 | IoU 0.587 [2021-03-11 15:41:19,807][root][INFO] - Lr: 3.728e-03 | Epoch: [53][130/483] | Time 0.462 | Data 0.038 | Loss 0.0819 | IoU 0.587 [2021-03-11 15:41:24,290][root][INFO] - Lr: 3.726e-03 | Epoch: [53][140/483] | Time 0.461 | Data 0.038 | Loss 0.0819 | IoU 0.587 [2021-03-11 15:41:28,783][root][INFO] - Lr: 3.723e-03 | Epoch: [53][150/483] | Time 0.460 | Data 0.038 | Loss 0.0819 | IoU 0.587 [2021-03-11 15:41:33,257][root][INFO] - Lr: 3.721e-03 | Epoch: [53][160/483] | Time 0.459 | Data 0.038 | Loss 0.0819 | IoU 0.587 [2021-03-11 15:41:37,749][root][INFO] - Lr: 3.718e-03 | Epoch: [53][170/483] | Time 0.459 | Data 0.037 | Loss 0.0818 | IoU 0.588 [2021-03-11 15:41:42,232][root][INFO] - Lr: 3.715e-03 | Epoch: [53][180/483] | Time 0.458 | Data 0.037 | Loss 0.0818 | IoU 0.588 [2021-03-11 15:41:46,720][root][INFO] - Lr: 3.713e-03 | Epoch: [53][190/483] | Time 0.458 | Data 0.037 | Loss 0.0818 | IoU 0.588 [2021-03-11 15:41:51,199][root][INFO] - Lr: 3.710e-03 | Epoch: [53][200/483] | Time 0.457 | Data 0.037 | Loss 0.0818 | IoU 0.588 [2021-03-11 15:41:55,675][root][INFO] - Lr: 3.708e-03 | Epoch: [53][210/483] | Time 0.457 | Data 0.037 | Loss 0.0817 | IoU 0.588 [2021-03-11 15:42:00,164][root][INFO] - Lr: 3.705e-03 | Epoch: [53][220/483] | Time 0.456 | Data 0.037 | Loss 0.0817 | IoU 0.588 [2021-03-11 15:42:04,669][root][INFO] - Lr: 3.702e-03 | Epoch: [53][230/483] | Time 0.456 | Data 0.037 | Loss 0.0817 | IoU 0.588 [2021-03-11 15:42:09,165][root][INFO] - Lr: 3.700e-03 | Epoch: [53][240/483] | Time 0.456 | Data 0.036 | Loss 0.0817 | IoU 0.588 [2021-03-11 15:42:13,653][root][INFO] - Lr: 3.697e-03 | Epoch: [53][250/483] | Time 0.456 | Data 0.036 | Loss 0.0817 | IoU 0.588 [2021-03-11 15:42:18,140][root][INFO] - Lr: 3.695e-03 | Epoch: [53][260/483] | Time 0.455 | Data 0.036 | Loss 0.0816 | IoU 0.588 [2021-03-11 15:42:22,627][root][INFO] - Lr: 3.692e-03 | Epoch: [53][270/483] | Time 0.455 | Data 0.036 | Loss 0.0816 | IoU 0.588 [2021-03-11 15:42:27,105][root][INFO] - Lr: 3.689e-03 | Epoch: [53][280/483] | Time 0.455 | Data 0.036 | Loss 0.0816 | IoU 0.588 [2021-03-11 15:42:31,586][root][INFO] - Lr: 3.687e-03 | Epoch: [53][290/483] | Time 0.455 | Data 0.036 | Loss 0.0816 | IoU 0.588 [2021-03-11 15:42:36,068][root][INFO] - Lr: 3.684e-03 | Epoch: [53][300/483] | Time 0.454 | Data 0.036 | Loss 0.0816 | IoU 0.588 [2021-03-11 15:42:40,554][root][INFO] - Lr: 3.682e-03 | Epoch: [53][310/483] | Time 0.454 | Data 0.036 | Loss 0.0815 | IoU 0.588 [2021-03-11 15:42:45,045][root][INFO] - Lr: 3.679e-03 | Epoch: [53][320/483] | Time 0.454 | Data 0.036 | Loss 0.0815 | IoU 0.588 [2021-03-11 15:42:49,530][root][INFO] - Lr: 3.676e-03 | Epoch: [53][330/483] | Time 0.454 | Data 0.036 | Loss 0.0815 | IoU 0.588 [2021-03-11 15:42:54,015][root][INFO] - Lr: 3.674e-03 | Epoch: [53][340/483] | Time 0.454 | Data 0.036 | Loss 0.0815 | IoU 0.588 [2021-03-11 15:42:58,507][root][INFO] - Lr: 3.671e-03 | Epoch: [53][350/483] | Time 0.454 | Data 0.036 | Loss 0.0815 | IoU 0.588 [2021-03-11 15:43:02,989][root][INFO] - Lr: 3.669e-03 | Epoch: [53][360/483] | Time 0.453 | Data 0.036 | Loss 0.0814 | IoU 0.588 [2021-03-11 15:43:07,466][root][INFO] - Lr: 3.666e-03 | Epoch: [53][370/483] | Time 0.453 | Data 0.036 | Loss 0.0814 | IoU 0.588 [2021-03-11 15:43:11,951][root][INFO] - Lr: 3.663e-03 | Epoch: [53][380/483] | Time 0.453 | Data 0.036 | Loss 0.0814 | IoU 0.588 [2021-03-11 15:43:16,455][root][INFO] - Lr: 3.661e-03 | Epoch: [53][390/483] | Time 0.453 | Data 0.036 | Loss 0.0814 | IoU 0.588 [2021-03-11 15:43:20,946][root][INFO] - Lr: 3.658e-03 | Epoch: [53][400/483] | Time 0.453 | Data 0.036 | Loss 0.0814 | IoU 0.588 [2021-03-11 15:43:25,426][root][INFO] - Lr: 3.656e-03 | Epoch: [53][410/483] | Time 0.453 | Data 0.036 | Loss 0.0813 | IoU 0.588 [2021-03-11 15:43:29,907][root][INFO] - Lr: 3.653e-03 | Epoch: [53][420/483] | Time 0.453 | Data 0.036 | Loss 0.0813 | IoU 0.588 [2021-03-11 15:43:34,395][root][INFO] - Lr: 3.650e-03 | Epoch: [53][430/483] | Time 0.453 | Data 0.036 | Loss 0.0813 | IoU 0.588 [2021-03-11 15:43:38,874][root][INFO] - Lr: 3.648e-03 | Epoch: [53][440/483] | Time 0.453 | Data 0.035 | Loss 0.0813 | IoU 0.588 [2021-03-11 15:43:43,363][root][INFO] - Lr: 3.645e-03 | Epoch: [53][450/483] | Time 0.452 | Data 0.035 | Loss 0.0812 | IoU 0.588 [2021-03-11 15:43:47,842][root][INFO] - Lr: 3.643e-03 | Epoch: [53][460/483] | Time 0.452 | Data 0.035 | Loss 0.0812 | IoU 0.588 [2021-03-11 15:43:52,330][root][INFO] - Lr: 3.640e-03 | Epoch: [53][470/483] | Time 0.452 | Data 0.035 | Loss 0.0812 | IoU 0.588 [2021-03-11 15:43:56,813][root][INFO] - Lr: 3.637e-03 | Epoch: [53][480/483] | Time 0.452 | Data 0.035 | Loss 0.0812 | IoU 0.588 [2021-03-11 15:43:58,749][root][INFO] - Lr: 3.637e-03 | Epoch: [54][0/483] | Time 0.969 | Data 0.517 | Loss 0.0812 | IoU 0.588 [2021-03-11 15:44:03,234][root][INFO] - Lr: 3.634e-03 | Epoch: [54][10/483] | Time 0.496 | Data 0.078 | Loss 0.0812 | IoU 0.588 [2021-03-11 15:44:07,717][root][INFO] - Lr: 3.631e-03 | Epoch: [54][20/483] | Time 0.473 | Data 0.057 | Loss 0.0811 | IoU 0.588 [2021-03-11 15:44:12,192][root][INFO] - Lr: 3.629e-03 | Epoch: [54][30/483] | Time 0.465 | Data 0.050 | Loss 0.0811 | IoU 0.588 [2021-03-11 15:44:16,670][root][INFO] - Lr: 3.626e-03 | Epoch: [54][40/483] | Time 0.461 | Data 0.046 | Loss 0.0811 | IoU 0.588 [2021-03-11 15:44:21,156][root][INFO] - Lr: 3.623e-03 | Epoch: [54][50/483] | Time 0.458 | Data 0.044 | Loss 0.0811 | IoU 0.588 [2021-03-11 15:44:25,650][root][INFO] - Lr: 3.621e-03 | Epoch: [54][60/483] | Time 0.457 | Data 0.042 | Loss 0.0811 | IoU 0.588 [2021-03-11 15:44:30,130][root][INFO] - Lr: 3.618e-03 | Epoch: [54][70/483] | Time 0.456 | Data 0.041 | Loss 0.0810 | IoU 0.588 [2021-03-11 15:44:34,612][root][INFO] - Lr: 3.616e-03 | Epoch: [54][80/483] | Time 0.455 | Data 0.040 | Loss 0.0810 | IoU 0.588 [2021-03-11 15:44:39,111][root][INFO] - Lr: 3.613e-03 | Epoch: [54][90/483] | Time 0.454 | Data 0.040 | Loss 0.0810 | IoU 0.588 [2021-03-11 15:44:43,606][root][INFO] - Lr: 3.610e-03 | Epoch: [54][100/483] | Time 0.454 | Data 0.039 | Loss 0.0810 | IoU 0.588 [2021-03-11 15:44:48,093][root][INFO] - Lr: 3.608e-03 | Epoch: [54][110/483] | Time 0.453 | Data 0.039 | Loss 0.0810 | IoU 0.588 [2021-03-11 15:44:52,574][root][INFO] - Lr: 3.605e-03 | Epoch: [54][120/483] | Time 0.453 | Data 0.038 | Loss 0.0809 | IoU 0.588 [2021-03-11 15:44:57,058][root][INFO] - Lr: 3.603e-03 | Epoch: [54][130/483] | Time 0.453 | Data 0.038 | Loss 0.0809 | IoU 0.588 [2021-03-11 15:45:01,535][root][INFO] - Lr: 3.600e-03 | Epoch: [54][140/483] | Time 0.452 | Data 0.038 | Loss 0.0809 | IoU 0.588 [2021-03-11 15:45:08,939][root][INFO] - Lr: 3.597e-03 | Epoch: [54][150/483] | Time 0.471 | Data 0.038 | Loss 0.0809 | IoU 0.588 [2021-03-11 15:45:13,424][root][INFO] - Lr: 3.595e-03 | Epoch: [54][160/483] | Time 0.470 | Data 0.038 | Loss 0.0809 | IoU 0.588 [2021-03-11 15:45:17,886][root][INFO] - Lr: 3.592e-03 | Epoch: [54][170/483] | Time 0.468 | Data 0.038 | Loss 0.0808 | IoU 0.588 [2021-03-11 15:45:22,364][root][INFO] - Lr: 3.590e-03 | Epoch: [54][180/483] | Time 0.467 | Data 0.038 | Loss 0.0808 | IoU 0.588 [2021-03-11 15:45:26,833][root][INFO] - Lr: 3.587e-03 | Epoch: [54][190/483] | Time 0.466 | Data 0.038 | Loss 0.0808 | IoU 0.588 [2021-03-11 15:45:31,315][root][INFO] - Lr: 3.584e-03 | Epoch: [54][200/483] | Time 0.465 | Data 0.037 | Loss 0.0808 | IoU 0.588 [2021-03-11 15:45:35,798][root][INFO] - Lr: 3.582e-03 | Epoch: [54][210/483] | Time 0.465 | Data 0.037 | Loss 0.0808 | IoU 0.588 [2021-03-11 15:45:40,284][root][INFO] - Lr: 3.579e-03 | Epoch: [54][220/483] | Time 0.464 | Data 0.037 | Loss 0.0807 | IoU 0.588 [2021-03-11 15:45:44,763][root][INFO] - Lr: 3.577e-03 | Epoch: [54][230/483] | Time 0.463 | Data 0.037 | Loss 0.0807 | IoU 0.588 [2021-03-11 15:45:49,251][root][INFO] - Lr: 3.574e-03 | Epoch: [54][240/483] | Time 0.463 | Data 0.037 | Loss 0.0807 | IoU 0.588 [2021-03-11 15:45:53,742][root][INFO] - Lr: 3.571e-03 | Epoch: [54][250/483] | Time 0.462 | Data 0.037 | Loss 0.0807 | IoU 0.588 [2021-03-11 15:45:58,217][root][INFO] - Lr: 3.569e-03 | Epoch: [54][260/483] | Time 0.461 | Data 0.037 | Loss 0.0806 | IoU 0.588 [2021-03-11 15:46:02,697][root][INFO] - Lr: 3.566e-03 | Epoch: [54][270/483] | Time 0.461 | Data 0.037 | Loss 0.0806 | IoU 0.588 [2021-03-11 15:46:07,182][root][INFO] - Lr: 3.563e-03 | Epoch: [54][280/483] | Time 0.460 | Data 0.036 | Loss 0.0806 | IoU 0.588 [2021-03-11 15:46:11,664][root][INFO] - Lr: 3.561e-03 | Epoch: [54][290/483] | Time 0.460 | Data 0.036 | Loss 0.0806 | IoU 0.588 [2021-03-11 15:46:16,154][root][INFO] - Lr: 3.558e-03 | Epoch: [54][300/483] | Time 0.460 | Data 0.036 | Loss 0.0806 | IoU 0.588 [2021-03-11 15:46:20,630][root][INFO] - Lr: 3.556e-03 | Epoch: [54][310/483] | Time 0.459 | Data 0.036 | Loss 0.0805 | IoU 0.588 [2021-03-11 15:46:25,124][root][INFO] - Lr: 3.553e-03 | Epoch: [54][320/483] | Time 0.459 | Data 0.036 | Loss 0.0805 | IoU 0.588 [2021-03-11 15:46:29,605][root][INFO] - Lr: 3.550e-03 | Epoch: [54][330/483] | Time 0.459 | Data 0.036 | Loss 0.0805 | IoU 0.588 [2021-03-11 15:46:34,083][root][INFO] - Lr: 3.548e-03 | Epoch: [54][340/483] | Time 0.458 | Data 0.036 | Loss 0.0805 | IoU 0.588 [2021-03-11 15:46:38,572][root][INFO] - Lr: 3.545e-03 | Epoch: [54][350/483] | Time 0.458 | Data 0.036 | Loss 0.0805 | IoU 0.588 [2021-03-11 15:46:43,058][root][INFO] - Lr: 3.543e-03 | Epoch: [54][360/483] | Time 0.458 | Data 0.036 | Loss 0.0804 | IoU 0.588 [2021-03-11 15:46:47,544][root][INFO] - Lr: 3.540e-03 | Epoch: [54][370/483] | Time 0.458 | Data 0.036 | Loss 0.0804 | IoU 0.588 [2021-03-11 15:46:52,024][root][INFO] - Lr: 3.537e-03 | Epoch: [54][380/483] | Time 0.457 | Data 0.036 | Loss 0.0804 | IoU 0.588 [2021-03-11 15:46:56,504][root][INFO] - Lr: 3.535e-03 | Epoch: [54][390/483] | Time 0.457 | Data 0.036 | Loss 0.0804 | IoU 0.588 [2021-03-11 15:47:00,985][root][INFO] - Lr: 3.532e-03 | Epoch: [54][400/483] | Time 0.457 | Data 0.036 | Loss 0.0804 | IoU 0.588 [2021-03-11 15:47:05,475][root][INFO] - Lr: 3.529e-03 | Epoch: [54][410/483] | Time 0.457 | Data 0.036 | Loss 0.0803 | IoU 0.588 [2021-03-11 15:47:09,956][root][INFO] - Lr: 3.527e-03 | Epoch: [54][420/483] | Time 0.456 | Data 0.036 | Loss 0.0803 | IoU 0.588 [2021-03-11 15:47:14,445][root][INFO] - Lr: 3.524e-03 | Epoch: [54][430/483] | Time 0.456 | Data 0.036 | Loss 0.0803 | IoU 0.588 [2021-03-11 15:47:18,942][root][INFO] - Lr: 3.522e-03 | Epoch: [54][440/483] | Time 0.456 | Data 0.036 | Loss 0.0803 | IoU 0.588 [2021-03-11 15:47:23,423][root][INFO] - Lr: 3.519e-03 | Epoch: [54][450/483] | Time 0.456 | Data 0.036 | Loss 0.0803 | IoU 0.588 [2021-03-11 15:47:27,912][root][INFO] - Lr: 3.516e-03 | Epoch: [54][460/483] | Time 0.456 | Data 0.036 | Loss 0.0802 | IoU 0.588 [2021-03-11 15:47:32,387][root][INFO] - Lr: 3.514e-03 | Epoch: [54][470/483] | Time 0.456 | Data 0.036 | Loss 0.0802 | IoU 0.588 [2021-03-11 15:47:36,857][root][INFO] - Lr: 3.511e-03 | Epoch: [54][480/483] | Time 0.455 | Data 0.036 | Loss 0.0802 | IoU 0.588 [2021-03-11 15:47:38,772][root][INFO] - Lr: 3.510e-03 | Epoch: [55][0/483] | Time 0.941 | Data 0.509 | Loss 0.0802 | IoU 0.588 [2021-03-11 15:47:43,252][root][INFO] - Lr: 3.508e-03 | Epoch: [55][10/483] | Time 0.493 | Data 0.077 | Loss 0.0802 | IoU 0.588 [2021-03-11 15:47:47,736][root][INFO] - Lr: 3.505e-03 | Epoch: [55][20/483] | Time 0.472 | Data 0.057 | Loss 0.0801 | IoU 0.588 [2021-03-11 15:47:52,220][root][INFO] - Lr: 3.503e-03 | Epoch: [55][30/483] | Time 0.464 | Data 0.050 | Loss 0.0801 | IoU 0.588 [2021-03-11 15:47:56,700][root][INFO] - Lr: 3.500e-03 | Epoch: [55][40/483] | Time 0.460 | Data 0.046 | Loss 0.0801 | IoU 0.588 [2021-03-11 15:48:01,187][root][INFO] - Lr: 3.497e-03 | Epoch: [55][50/483] | Time 0.458 | Data 0.044 | Loss 0.0801 | IoU 0.588 [2021-03-11 15:48:05,671][root][INFO] - Lr: 3.495e-03 | Epoch: [55][60/483] | Time 0.456 | Data 0.042 | Loss 0.0801 | IoU 0.588 [2021-03-11 15:48:10,152][root][INFO] - Lr: 3.492e-03 | Epoch: [55][70/483] | Time 0.455 | Data 0.041 | Loss 0.0800 | IoU 0.588 [2021-03-11 15:48:14,637][root][INFO] - Lr: 3.489e-03 | Epoch: [55][80/483] | Time 0.454 | Data 0.040 | Loss 0.0800 | IoU 0.589 [2021-03-11 15:48:19,124][root][INFO] - Lr: 3.487e-03 | Epoch: [55][90/483] | Time 0.454 | Data 0.040 | Loss 0.0800 | IoU 0.589 [2021-03-11 15:48:23,619][root][INFO] - Lr: 3.484e-03 | Epoch: [55][100/483] | Time 0.453 | Data 0.039 | Loss 0.0800 | IoU 0.589 [2021-03-11 15:48:28,112][root][INFO] - Lr: 3.482e-03 | Epoch: [55][110/483] | Time 0.453 | Data 0.039 | Loss 0.0800 | IoU 0.589 [2021-03-11 15:48:32,604][root][INFO] - Lr: 3.479e-03 | Epoch: [55][120/483] | Time 0.453 | Data 0.038 | Loss 0.0799 | IoU 0.589 [2021-03-11 15:48:37,079][root][INFO] - Lr: 3.476e-03 | Epoch: [55][130/483] | Time 0.452 | Data 0.038 | Loss 0.0799 | IoU 0.589 [2021-03-11 15:48:41,557][root][INFO] - Lr: 3.474e-03 | Epoch: [55][140/483] | Time 0.452 | Data 0.038 | Loss 0.0799 | IoU 0.589 [2021-03-11 15:48:46,030][root][INFO] - Lr: 3.471e-03 | Epoch: [55][150/483] | Time 0.452 | Data 0.037 | Loss 0.0799 | IoU 0.589 [2021-03-11 15:48:50,514][root][INFO] - Lr: 3.468e-03 | Epoch: [55][160/483] | Time 0.451 | Data 0.037 | Loss 0.0799 | IoU 0.589 [2021-03-11 15:48:54,999][root][INFO] - Lr: 3.466e-03 | Epoch: [55][170/483] | Time 0.451 | Data 0.037 | Loss 0.0798 | IoU 0.589 [2021-03-11 15:48:59,502][root][INFO] - Lr: 3.463e-03 | Epoch: [55][180/483] | Time 0.451 | Data 0.037 | Loss 0.0798 | IoU 0.589 [2021-03-11 15:49:04,003][root][INFO] - Lr: 3.461e-03 | Epoch: [55][190/483] | Time 0.451 | Data 0.037 | Loss 0.0798 | IoU 0.589 [2021-03-11 15:49:08,497][root][INFO] - Lr: 3.458e-03 | Epoch: [55][200/483] | Time 0.451 | Data 0.037 | Loss 0.0798 | IoU 0.589 [2021-03-11 15:49:12,986][root][INFO] - Lr: 3.455e-03 | Epoch: [55][210/483] | Time 0.451 | Data 0.037 | Loss 0.0798 | IoU 0.589 [2021-03-11 15:49:17,498][root][INFO] - Lr: 3.453e-03 | Epoch: [55][220/483] | Time 0.451 | Data 0.037 | Loss 0.0797 | IoU 0.589 [2021-03-11 15:49:21,986][root][INFO] - Lr: 3.450e-03 | Epoch: [55][230/483] | Time 0.451 | Data 0.036 | Loss 0.0797 | IoU 0.589 [2021-03-11 15:49:26,467][root][INFO] - Lr: 3.448e-03 | Epoch: [55][240/483] | Time 0.451 | Data 0.036 | Loss 0.0797 | IoU 0.589 [2021-03-11 15:49:30,952][root][INFO] - Lr: 3.445e-03 | Epoch: [55][250/483] | Time 0.451 | Data 0.036 | Loss 0.0797 | IoU 0.589 [2021-03-11 15:49:35,438][root][INFO] - Lr: 3.442e-03 | Epoch: [55][260/483] | Time 0.451 | Data 0.036 | Loss 0.0797 | IoU 0.589 [2021-03-11 15:49:39,936][root][INFO] - Lr: 3.440e-03 | Epoch: [55][270/483] | Time 0.451 | Data 0.036 | Loss 0.0796 | IoU 0.589 [2021-03-11 15:49:44,435][root][INFO] - Lr: 3.437e-03 | Epoch: [55][280/483] | Time 0.451 | Data 0.036 | Loss 0.0796 | IoU 0.589 [2021-03-11 15:49:48,928][root][INFO] - Lr: 3.434e-03 | Epoch: [55][290/483] | Time 0.451 | Data 0.036 | Loss 0.0796 | IoU 0.589 [2021-03-11 15:49:53,413][root][INFO] - Lr: 3.432e-03 | Epoch: [55][300/483] | Time 0.450 | Data 0.036 | Loss 0.0796 | IoU 0.589 [2021-03-11 15:49:57,898][root][INFO] - Lr: 3.429e-03 | Epoch: [55][310/483] | Time 0.450 | Data 0.036 | Loss 0.0796 | IoU 0.589 [2021-03-11 15:50:02,393][root][INFO] - Lr: 3.427e-03 | Epoch: [55][320/483] | Time 0.450 | Data 0.036 | Loss 0.0795 | IoU 0.589 [2021-03-11 15:50:06,876][root][INFO] - Lr: 3.424e-03 | Epoch: [55][330/483] | Time 0.450 | Data 0.036 | Loss 0.0795 | IoU 0.589 [2021-03-11 15:50:11,363][root][INFO] - Lr: 3.421e-03 | Epoch: [55][340/483] | Time 0.450 | Data 0.036 | Loss 0.0795 | IoU 0.589 [2021-03-11 15:50:15,856][root][INFO] - Lr: 3.419e-03 | Epoch: [55][350/483] | Time 0.450 | Data 0.036 | Loss 0.0795 | IoU 0.589 [2021-03-11 15:50:20,353][root][INFO] - Lr: 3.416e-03 | Epoch: [55][360/483] | Time 0.450 | Data 0.036 | Loss 0.0795 | IoU 0.589 [2021-03-11 15:50:24,851][root][INFO] - Lr: 3.413e-03 | Epoch: [55][370/483] | Time 0.450 | Data 0.036 | Loss 0.0795 | IoU 0.589 [2021-03-11 15:50:29,340][root][INFO] - Lr: 3.411e-03 | Epoch: [55][380/483] | Time 0.450 | Data 0.036 | Loss 0.0794 | IoU 0.589 [2021-03-11 15:50:33,839][root][INFO] - Lr: 3.408e-03 | Epoch: [55][390/483] | Time 0.450 | Data 0.036 | Loss 0.0794 | IoU 0.589 [2021-03-11 15:50:38,338][root][INFO] - Lr: 3.406e-03 | Epoch: [55][400/483] | Time 0.450 | Data 0.036 | Loss 0.0794 | IoU 0.589 [2021-03-11 15:50:42,824][root][INFO] - Lr: 3.403e-03 | Epoch: [55][410/483] | Time 0.450 | Data 0.036 | Loss 0.0794 | IoU 0.589 [2021-03-11 15:50:47,319][root][INFO] - Lr: 3.400e-03 | Epoch: [55][420/483] | Time 0.450 | Data 0.036 | Loss 0.0794 | IoU 0.589 [2021-03-11 15:50:51,804][root][INFO] - Lr: 3.398e-03 | Epoch: [55][430/483] | Time 0.450 | Data 0.036 | Loss 0.0793 | IoU 0.589 [2021-03-11 15:50:56,283][root][INFO] - Lr: 3.395e-03 | Epoch: [55][440/483] | Time 0.450 | Data 0.035 | Loss 0.0793 | IoU 0.589 [2021-03-11 15:51:00,756][root][INFO] - Lr: 3.392e-03 | Epoch: [55][450/483] | Time 0.450 | Data 0.035 | Loss 0.0793 | IoU 0.589 [2021-03-11 15:51:05,228][root][INFO] - Lr: 3.390e-03 | Epoch: [55][460/483] | Time 0.450 | Data 0.035 | Loss 0.0793 | IoU 0.589 [2021-03-11 15:51:09,715][root][INFO] - Lr: 3.387e-03 | Epoch: [55][470/483] | Time 0.450 | Data 0.035 | Loss 0.0793 | IoU 0.589 [2021-03-11 15:51:14,199][root][INFO] - Lr: 3.385e-03 | Epoch: [55][480/483] | Time 0.450 | Data 0.035 | Loss 0.0792 | IoU 0.589 [2021-03-11 15:51:15,803][root][INFO] - 0/680 [2021-03-11 15:51:16,067][root][INFO] - 1/680 [2021-03-11 15:51:16,272][root][INFO] - 2/680 [2021-03-11 15:51:16,473][root][INFO] - 3/680 [2021-03-11 15:51:16,675][root][INFO] - 4/680 [2021-03-11 15:51:16,874][root][INFO] - 5/680 [2021-03-11 15:51:17,068][root][INFO] - 6/680 [2021-03-11 15:51:17,270][root][INFO] - 7/680 [2021-03-11 15:51:17,470][root][INFO] - 8/680 [2021-03-11 15:51:17,666][root][INFO] - 9/680 [2021-03-11 15:51:17,866][root][INFO] - 10/680 [2021-03-11 15:51:18,056][root][INFO] - 11/680 [2021-03-11 15:51:18,253][root][INFO] - 12/680 [2021-03-11 15:51:18,448][root][INFO] - 13/680 [2021-03-11 15:51:18,637][root][INFO] - 14/680 [2021-03-11 15:51:18,837][root][INFO] - 15/680 [2021-03-11 15:51:19,035][root][INFO] - 16/680 [2021-03-11 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638/680 [2021-03-11 15:53:20,899][root][INFO] - 639/680 [2021-03-11 15:53:21,096][root][INFO] - 640/680 [2021-03-11 15:53:21,292][root][INFO] - 641/680 [2021-03-11 15:53:21,473][root][INFO] - 642/680 [2021-03-11 15:53:21,671][root][INFO] - 643/680 [2021-03-11 15:53:21,869][root][INFO] - 644/680 [2021-03-11 15:53:22,067][root][INFO] - 645/680 [2021-03-11 15:53:22,265][root][INFO] - 646/680 [2021-03-11 15:53:22,462][root][INFO] - 647/680 [2021-03-11 15:53:22,655][root][INFO] - 648/680 [2021-03-11 15:53:22,854][root][INFO] - 649/680 [2021-03-11 15:53:23,052][root][INFO] - 650/680 [2021-03-11 15:53:23,243][root][INFO] - 651/680 [2021-03-11 15:53:23,441][root][INFO] - 652/680 [2021-03-11 15:53:23,636][root][INFO] - 653/680 [2021-03-11 15:53:23,830][root][INFO] - 654/680 [2021-03-11 15:53:24,030][root][INFO] - 655/680 [2021-03-11 15:53:24,229][root][INFO] - 656/680 [2021-03-11 15:53:24,431][root][INFO] - 657/680 [2021-03-11 15:53:24,616][root][INFO] - 658/680 [2021-03-11 15:53:24,801][root][INFO] - 659/680 [2021-03-11 15:53:24,999][root][INFO] - 660/680 [2021-03-11 15:53:25,197][root][INFO] - 661/680 [2021-03-11 15:53:25,394][root][INFO] - 662/680 [2021-03-11 15:53:25,592][root][INFO] - 663/680 [2021-03-11 15:53:25,790][root][INFO] - 664/680 [2021-03-11 15:53:25,988][root][INFO] - 665/680 [2021-03-11 15:53:26,186][root][INFO] - 666/680 [2021-03-11 15:53:26,385][root][INFO] - 667/680 [2021-03-11 15:53:26,584][root][INFO] - 668/680 [2021-03-11 15:53:26,780][root][INFO] - 669/680 [2021-03-11 15:53:26,982][root][INFO] - 670/680 [2021-03-11 15:53:27,180][root][INFO] - 671/680 [2021-03-11 15:53:27,365][root][INFO] - 672/680 [2021-03-11 15:53:27,549][root][INFO] - 673/680 [2021-03-11 15:53:27,730][root][INFO] - 674/680 [2021-03-11 15:53:27,912][root][INFO] - 675/680 [2021-03-11 15:53:28,092][root][INFO] - 676/680 [2021-03-11 15:53:28,273][root][INFO] - 677/680 [2021-03-11 15:53:28,455][root][INFO] - 678/680 [2021-03-11 15:53:28,636][root][INFO] - 679/680 [2021-03-11 15:53:28,837][root][INFO] - Validation set: Time avg per batch 0.197 Loss avg 1.3136 IoU avg 0.507 [2021-03-11 15:53:29,824][root][INFO] - Lr: 3.384e-03 | Epoch: [56][0/483] | Time 0.938 | Data 0.487 | Loss 0.0792 | IoU 0.589 [2021-03-11 15:53:34,285][root][INFO] - Lr: 3.381e-03 | Epoch: [56][10/483] | Time 0.491 | Data 0.075 | Loss 0.0792 | IoU 0.589 [2021-03-11 15:53:38,760][root][INFO] - Lr: 3.379e-03 | Epoch: [56][20/483] | Time 0.470 | Data 0.055 | Loss 0.0792 | IoU 0.589 [2021-03-11 15:53:43,240][root][INFO] - Lr: 3.376e-03 | Epoch: [56][30/483] | Time 0.463 | Data 0.049 | Loss 0.0792 | IoU 0.589 [2021-03-11 15:53:47,724][root][INFO] - Lr: 3.373e-03 | Epoch: [56][40/483] | Time 0.459 | Data 0.045 | Loss 0.0791 | IoU 0.589 [2021-03-11 15:53:52,202][root][INFO] - Lr: 3.371e-03 | Epoch: [56][50/483] | Time 0.457 | Data 0.043 | Loss 0.0791 | IoU 0.589 [2021-03-11 15:53:56,686][root][INFO] - Lr: 3.368e-03 | Epoch: [56][60/483] | Time 0.456 | Data 0.042 | Loss 0.0791 | IoU 0.589 [2021-03-11 15:54:01,164][root][INFO] - Lr: 3.365e-03 | Epoch: [56][70/483] | Time 0.455 | Data 0.041 | Loss 0.0791 | IoU 0.589 [2021-03-11 15:54:05,644][root][INFO] - Lr: 3.363e-03 | Epoch: [56][80/483] | Time 0.454 | Data 0.040 | Loss 0.0791 | IoU 0.589 [2021-03-11 15:54:10,121][root][INFO] - Lr: 3.360e-03 | Epoch: [56][90/483] | Time 0.453 | Data 0.039 | Loss 0.0791 | IoU 0.589 [2021-03-11 15:54:14,608][root][INFO] - Lr: 3.357e-03 | Epoch: [56][100/483] | Time 0.453 | Data 0.039 | Loss 0.0790 | IoU 0.589 [2021-03-11 15:54:19,100][root][INFO] - Lr: 3.355e-03 | Epoch: [56][110/483] | Time 0.452 | Data 0.038 | Loss 0.0790 | IoU 0.589 [2021-03-11 15:54:23,588][root][INFO] - Lr: 3.352e-03 | Epoch: [56][120/483] | Time 0.452 | Data 0.038 | Loss 0.0790 | IoU 0.589 [2021-03-11 15:54:28,075][root][INFO] - Lr: 3.350e-03 | Epoch: [56][130/483] | Time 0.452 | Data 0.038 | Loss 0.0790 | IoU 0.589 [2021-03-11 15:54:32,555][root][INFO] - Lr: 3.347e-03 | Epoch: [56][140/483] | Time 0.452 | Data 0.037 | Loss 0.0790 | IoU 0.589 [2021-03-11 15:54:37,039][root][INFO] - Lr: 3.344e-03 | Epoch: [56][150/483] | Time 0.451 | Data 0.037 | Loss 0.0789 | IoU 0.589 [2021-03-11 15:54:41,530][root][INFO] - Lr: 3.342e-03 | Epoch: [56][160/483] | Time 0.451 | Data 0.037 | Loss 0.0789 | IoU 0.589 [2021-03-11 15:54:46,020][root][INFO] - Lr: 3.339e-03 | Epoch: [56][170/483] | Time 0.451 | Data 0.037 | Loss 0.0789 | IoU 0.589 [2021-03-11 15:54:50,504][root][INFO] - Lr: 3.336e-03 | Epoch: [56][180/483] | Time 0.451 | Data 0.037 | Loss 0.0789 | IoU 0.589 [2021-03-11 15:54:54,991][root][INFO] - Lr: 3.334e-03 | Epoch: [56][190/483] | Time 0.451 | Data 0.037 | Loss 0.0789 | IoU 0.589 [2021-03-11 15:54:59,477][root][INFO] - Lr: 3.331e-03 | Epoch: [56][200/483] | Time 0.451 | Data 0.036 | Loss 0.0788 | IoU 0.589 [2021-03-11 15:55:03,963][root][INFO] - Lr: 3.329e-03 | Epoch: [56][210/483] | Time 0.451 | Data 0.036 | Loss 0.0788 | IoU 0.589 [2021-03-11 15:55:08,456][root][INFO] - Lr: 3.326e-03 | Epoch: [56][220/483] | Time 0.451 | Data 0.036 | Loss 0.0788 | IoU 0.589 [2021-03-11 15:55:12,950][root][INFO] - Lr: 3.323e-03 | Epoch: [56][230/483] | Time 0.450 | Data 0.036 | Loss 0.0788 | IoU 0.589 [2021-03-11 15:55:17,436][root][INFO] - Lr: 3.321e-03 | Epoch: [56][240/483] | Time 0.450 | Data 0.036 | Loss 0.0788 | IoU 0.589 [2021-03-11 15:55:21,917][root][INFO] - Lr: 3.318e-03 | Epoch: [56][250/483] | Time 0.450 | Data 0.036 | Loss 0.0787 | IoU 0.589 [2021-03-11 15:55:26,394][root][INFO] - Lr: 3.315e-03 | Epoch: [56][260/483] | Time 0.450 | Data 0.036 | Loss 0.0787 | IoU 0.589 [2021-03-11 15:55:30,870][root][INFO] - Lr: 3.313e-03 | Epoch: [56][270/483] | Time 0.450 | Data 0.036 | Loss 0.0787 | IoU 0.589 [2021-03-11 15:55:35,354][root][INFO] - Lr: 3.310e-03 | Epoch: [56][280/483] | Time 0.450 | Data 0.036 | Loss 0.0787 | IoU 0.589 [2021-03-11 15:55:39,834][root][INFO] - Lr: 3.307e-03 | Epoch: [56][290/483] | Time 0.450 | Data 0.036 | Loss 0.0787 | IoU 0.589 [2021-03-11 15:55:44,320][root][INFO] - Lr: 3.305e-03 | Epoch: [56][300/483] | Time 0.450 | Data 0.036 | Loss 0.0786 | IoU 0.589 [2021-03-11 15:55:48,808][root][INFO] - Lr: 3.302e-03 | Epoch: [56][310/483] | Time 0.450 | Data 0.036 | Loss 0.0786 | IoU 0.589 [2021-03-11 15:55:53,289][root][INFO] - Lr: 3.300e-03 | Epoch: [56][320/483] | Time 0.450 | Data 0.036 | Loss 0.0786 | IoU 0.589 [2021-03-11 15:55:57,770][root][INFO] - Lr: 3.297e-03 | Epoch: [56][330/483] | Time 0.450 | Data 0.036 | Loss 0.0786 | IoU 0.589 [2021-03-11 15:56:02,255][root][INFO] - Lr: 3.294e-03 | Epoch: [56][340/483] | Time 0.450 | Data 0.036 | Loss 0.0786 | IoU 0.589 [2021-03-11 15:56:06,744][root][INFO] - Lr: 3.292e-03 | Epoch: [56][350/483] | Time 0.450 | Data 0.036 | Loss 0.0785 | IoU 0.589 [2021-03-11 15:56:11,223][root][INFO] - Lr: 3.289e-03 | Epoch: [56][360/483] | Time 0.450 | Data 0.036 | Loss 0.0785 | IoU 0.589 [2021-03-11 15:56:15,713][root][INFO] - Lr: 3.286e-03 | Epoch: [56][370/483] | Time 0.450 | Data 0.035 | Loss 0.0785 | IoU 0.589 [2021-03-11 15:56:20,202][root][INFO] - Lr: 3.284e-03 | Epoch: [56][380/483] | Time 0.450 | Data 0.035 | Loss 0.0785 | IoU 0.589 [2021-03-11 15:56:24,700][root][INFO] - Lr: 3.281e-03 | Epoch: [56][390/483] | Time 0.450 | Data 0.035 | Loss 0.0785 | IoU 0.589 [2021-03-11 15:56:29,192][root][INFO] - Lr: 3.278e-03 | Epoch: [56][400/483] | Time 0.450 | Data 0.035 | Loss 0.0785 | IoU 0.589 [2021-03-11 15:56:33,669][root][INFO] - Lr: 3.276e-03 | Epoch: [56][410/483] | Time 0.450 | Data 0.035 | Loss 0.0784 | IoU 0.589 [2021-03-11 15:56:38,163][root][INFO] - Lr: 3.273e-03 | Epoch: [56][420/483] | Time 0.450 | Data 0.035 | Loss 0.0784 | IoU 0.589 [2021-03-11 15:56:42,652][root][INFO] - Lr: 3.271e-03 | Epoch: [56][430/483] | Time 0.450 | Data 0.035 | Loss 0.0784 | IoU 0.589 [2021-03-11 15:56:47,142][root][INFO] - Lr: 3.268e-03 | Epoch: [56][440/483] | Time 0.450 | Data 0.035 | Loss 0.0784 | IoU 0.589 [2021-03-11 15:56:51,629][root][INFO] - Lr: 3.265e-03 | Epoch: [56][450/483] | Time 0.450 | Data 0.035 | Loss 0.0784 | IoU 0.589 [2021-03-11 15:56:56,124][root][INFO] - Lr: 3.263e-03 | Epoch: [56][460/483] | Time 0.450 | Data 0.035 | Loss 0.0783 | IoU 0.589 [2021-03-11 15:57:00,612][root][INFO] - Lr: 3.260e-03 | Epoch: [56][470/483] | Time 0.450 | Data 0.035 | Loss 0.0783 | IoU 0.589 [2021-03-11 15:57:05,089][root][INFO] - Lr: 3.257e-03 | Epoch: [56][480/483] | Time 0.449 | Data 0.035 | Loss 0.0783 | IoU 0.589 [2021-03-11 15:57:06,986][root][INFO] - Lr: 3.257e-03 | Epoch: [57][0/483] | Time 0.924 | Data 0.486 | Loss 0.0783 | IoU 0.589 [2021-03-11 15:57:11,463][root][INFO] - Lr: 3.254e-03 | Epoch: [57][10/483] | Time 0.491 | Data 0.075 | Loss 0.0783 | IoU 0.589 [2021-03-11 15:57:15,948][root][INFO] - Lr: 3.251e-03 | Epoch: [57][20/483] | Time 0.471 | Data 0.056 | Loss 0.0783 | IoU 0.589 [2021-03-11 15:57:20,441][root][INFO] - Lr: 3.249e-03 | Epoch: [57][30/483] | Time 0.464 | Data 0.049 | Loss 0.0782 | IoU 0.589 [2021-03-11 15:57:24,921][root][INFO] - Lr: 3.246e-03 | Epoch: [57][40/483] | Time 0.460 | Data 0.045 | Loss 0.0782 | IoU 0.590 [2021-03-11 15:57:29,414][root][INFO] - Lr: 3.243e-03 | Epoch: [57][50/483] | Time 0.458 | Data 0.043 | Loss 0.0782 | IoU 0.590 [2021-03-11 15:57:33,904][root][INFO] - Lr: 3.241e-03 | Epoch: [57][60/483] | Time 0.456 | Data 0.042 | Loss 0.0782 | IoU 0.590 [2021-03-11 15:57:38,386][root][INFO] - Lr: 3.238e-03 | Epoch: [57][70/483] | Time 0.455 | Data 0.041 | Loss 0.0782 | IoU 0.590 [2021-03-11 15:57:42,872][root][INFO] - Lr: 3.235e-03 | Epoch: [57][80/483] | Time 0.454 | Data 0.040 | Loss 0.0781 | IoU 0.590 [2021-03-11 15:57:47,352][root][INFO] - Lr: 3.233e-03 | Epoch: [57][90/483] | Time 0.454 | Data 0.039 | Loss 0.0781 | IoU 0.590 [2021-03-11 15:57:51,849][root][INFO] - Lr: 3.230e-03 | Epoch: [57][100/483] | Time 0.453 | Data 0.039 | Loss 0.0781 | IoU 0.590 [2021-03-11 15:57:56,336][root][INFO] - Lr: 3.228e-03 | Epoch: [57][110/483] | Time 0.453 | Data 0.038 | Loss 0.0781 | IoU 0.590 [2021-03-11 15:58:00,821][root][INFO] - Lr: 3.225e-03 | Epoch: [57][120/483] | Time 0.453 | Data 0.038 | Loss 0.0781 | IoU 0.590 [2021-03-11 15:58:05,298][root][INFO] - Lr: 3.222e-03 | Epoch: [57][130/483] | Time 0.452 | Data 0.038 | Loss 0.0781 | IoU 0.590 [2021-03-11 15:58:09,780][root][INFO] - Lr: 3.220e-03 | Epoch: [57][140/483] | Time 0.452 | Data 0.037 | Loss 0.0780 | IoU 0.590 [2021-03-11 15:58:14,264][root][INFO] - Lr: 3.217e-03 | Epoch: [57][150/483] | Time 0.452 | Data 0.037 | Loss 0.0780 | IoU 0.590 [2021-03-11 15:58:18,754][root][INFO] - Lr: 3.214e-03 | Epoch: [57][160/483] | Time 0.452 | Data 0.037 | Loss 0.0780 | IoU 0.590 [2021-03-11 15:58:23,241][root][INFO] - Lr: 3.212e-03 | Epoch: [57][170/483] | Time 0.451 | Data 0.037 | Loss 0.0780 | IoU 0.590 [2021-03-11 15:58:28,415][root][INFO] - Lr: 3.209e-03 | Epoch: [57][180/483] | Time 0.455 | Data 0.037 | Loss 0.0780 | IoU 0.590 [2021-03-11 15:58:33,494][root][INFO] - Lr: 3.206e-03 | Epoch: [57][190/483] | Time 0.458 | Data 0.037 | Loss 0.0779 | IoU 0.590 [2021-03-11 15:58:37,981][root][INFO] - Lr: 3.204e-03 | Epoch: [57][200/483] | Time 0.457 | Data 0.037 | Loss 0.0779 | IoU 0.590 [2021-03-11 15:58:42,475][root][INFO] - Lr: 3.201e-03 | Epoch: [57][210/483] | Time 0.457 | Data 0.037 | Loss 0.0779 | IoU 0.590 [2021-03-11 15:58:46,961][root][INFO] - Lr: 3.198e-03 | Epoch: [57][220/483] | Time 0.457 | Data 0.037 | Loss 0.0779 | IoU 0.590 [2021-03-11 15:58:51,449][root][INFO] - Lr: 3.196e-03 | Epoch: [57][230/483] | Time 0.456 | Data 0.037 | Loss 0.0779 | IoU 0.590 [2021-03-11 15:58:55,943][root][INFO] - Lr: 3.193e-03 | Epoch: [57][240/483] | Time 0.456 | Data 0.036 | Loss 0.0778 | IoU 0.590 [2021-03-11 15:59:00,424][root][INFO] - Lr: 3.191e-03 | Epoch: [57][250/483] | Time 0.456 | Data 0.036 | Loss 0.0778 | IoU 0.590 [2021-03-11 15:59:04,929][root][INFO] - Lr: 3.188e-03 | Epoch: [57][260/483] | Time 0.455 | Data 0.036 | Loss 0.0778 | IoU 0.590 [2021-03-11 15:59:09,425][root][INFO] - Lr: 3.185e-03 | Epoch: [57][270/483] | Time 0.455 | Data 0.036 | Loss 0.0778 | IoU 0.590 [2021-03-11 15:59:13,905][root][INFO] - Lr: 3.183e-03 | Epoch: [57][280/483] | Time 0.455 | Data 0.036 | Loss 0.0778 | IoU 0.590 [2021-03-11 15:59:18,381][root][INFO] - Lr: 3.180e-03 | Epoch: [57][290/483] | Time 0.455 | Data 0.036 | Loss 0.0777 | IoU 0.590 [2021-03-11 15:59:22,861][root][INFO] - Lr: 3.177e-03 | Epoch: [57][300/483] | Time 0.454 | Data 0.036 | Loss 0.0777 | IoU 0.590 [2021-03-11 15:59:27,350][root][INFO] - Lr: 3.175e-03 | Epoch: [57][310/483] | Time 0.454 | Data 0.036 | Loss 0.0777 | IoU 0.590 [2021-03-11 15:59:31,849][root][INFO] - Lr: 3.172e-03 | Epoch: [57][320/483] | Time 0.454 | Data 0.036 | Loss 0.0777 | IoU 0.590 [2021-03-11 15:59:36,326][root][INFO] - Lr: 3.169e-03 | Epoch: [57][330/483] | Time 0.454 | Data 0.036 | Loss 0.0777 | IoU 0.590 [2021-03-11 15:59:40,821][root][INFO] - Lr: 3.167e-03 | Epoch: [57][340/483] | Time 0.454 | Data 0.036 | Loss 0.0777 | IoU 0.590 [2021-03-11 15:59:45,313][root][INFO] - Lr: 3.164e-03 | Epoch: [57][350/483] | Time 0.454 | Data 0.036 | Loss 0.0776 | IoU 0.590 [2021-03-11 15:59:49,789][root][INFO] - Lr: 3.161e-03 | Epoch: [57][360/483] | Time 0.454 | Data 0.036 | Loss 0.0776 | IoU 0.590 [2021-03-11 15:59:54,270][root][INFO] - Lr: 3.159e-03 | Epoch: [57][370/483] | Time 0.453 | Data 0.036 | Loss 0.0776 | IoU 0.590 [2021-03-11 15:59:58,751][root][INFO] - Lr: 3.156e-03 | Epoch: [57][380/483] | Time 0.453 | Data 0.036 | Loss 0.0776 | IoU 0.590 [2021-03-11 16:00:03,242][root][INFO] - Lr: 3.154e-03 | Epoch: [57][390/483] | Time 0.453 | Data 0.036 | Loss 0.0776 | IoU 0.590 [2021-03-11 16:00:07,736][root][INFO] - Lr: 3.151e-03 | Epoch: [57][400/483] | Time 0.453 | Data 0.036 | Loss 0.0775 | IoU 0.590 [2021-03-11 16:00:12,228][root][INFO] - Lr: 3.148e-03 | Epoch: [57][410/483] | Time 0.453 | Data 0.036 | Loss 0.0775 | IoU 0.590 [2021-03-11 16:00:16,725][root][INFO] - Lr: 3.146e-03 | Epoch: [57][420/483] | Time 0.453 | Data 0.036 | Loss 0.0775 | IoU 0.590 [2021-03-11 16:00:21,212][root][INFO] - Lr: 3.143e-03 | Epoch: [57][430/483] | Time 0.453 | Data 0.036 | Loss 0.0775 | IoU 0.590 [2021-03-11 16:00:25,703][root][INFO] - Lr: 3.140e-03 | Epoch: [57][440/483] | Time 0.453 | Data 0.035 | Loss 0.0775 | IoU 0.590 [2021-03-11 16:00:30,189][root][INFO] - Lr: 3.138e-03 | Epoch: [57][450/483] | Time 0.453 | Data 0.035 | Loss 0.0775 | IoU 0.590 [2021-03-11 16:00:34,684][root][INFO] - Lr: 3.135e-03 | Epoch: [57][460/483] | Time 0.453 | Data 0.035 | Loss 0.0774 | IoU 0.590 [2021-03-11 16:00:39,182][root][INFO] - Lr: 3.132e-03 | Epoch: [57][470/483] | Time 0.452 | Data 0.035 | Loss 0.0774 | IoU 0.590 [2021-03-11 16:00:43,667][root][INFO] - Lr: 3.130e-03 | Epoch: [57][480/483] | Time 0.452 | Data 0.035 | Loss 0.0774 | IoU 0.590 [2021-03-11 16:00:45,594][root][INFO] - Lr: 3.129e-03 | Epoch: [58][0/483] | Time 0.939 | Data 0.494 | Loss 0.0774 | IoU 0.590 [2021-03-11 16:00:50,078][root][INFO] - Lr: 3.126e-03 | Epoch: [58][10/483] | Time 0.493 | Data 0.076 | Loss 0.0774 | IoU 0.590 [2021-03-11 16:00:54,563][root][INFO] - Lr: 3.124e-03 | Epoch: [58][20/483] | Time 0.472 | Data 0.056 | Loss 0.0774 | IoU 0.590 [2021-03-11 16:00:59,045][root][INFO] - Lr: 3.121e-03 | Epoch: [58][30/483] | Time 0.464 | Data 0.049 | Loss 0.0773 | IoU 0.590 [2021-03-11 16:01:03,538][root][INFO] - Lr: 3.118e-03 | Epoch: [58][40/483] | Time 0.461 | Data 0.046 | Loss 0.0773 | IoU 0.590 [2021-03-11 16:01:08,021][root][INFO] - Lr: 3.116e-03 | Epoch: [58][50/483] | Time 0.458 | Data 0.043 | Loss 0.0773 | IoU 0.590 [2021-03-11 16:01:12,509][root][INFO] - Lr: 3.113e-03 | Epoch: [58][60/483] | Time 0.457 | Data 0.042 | Loss 0.0773 | IoU 0.590 [2021-03-11 16:01:17,005][root][INFO] - Lr: 3.110e-03 | Epoch: [58][70/483] | Time 0.456 | Data 0.041 | Loss 0.0773 | IoU 0.590 [2021-03-11 16:01:21,490][root][INFO] - Lr: 3.108e-03 | Epoch: [58][80/483] | Time 0.455 | Data 0.040 | Loss 0.0772 | IoU 0.590 [2021-03-11 16:01:25,975][root][INFO] - Lr: 3.105e-03 | Epoch: [58][90/483] | Time 0.454 | Data 0.039 | Loss 0.0772 | IoU 0.590 [2021-03-11 16:01:30,463][root][INFO] - Lr: 3.102e-03 | Epoch: [58][100/483] | Time 0.454 | Data 0.039 | Loss 0.0772 | IoU 0.590 [2021-03-11 16:01:34,945][root][INFO] - Lr: 3.100e-03 | Epoch: [58][110/483] | Time 0.453 | Data 0.039 | Loss 0.0772 | IoU 0.590 [2021-03-11 16:01:39,441][root][INFO] - Lr: 3.097e-03 | Epoch: [58][120/483] | Time 0.453 | Data 0.038 | Loss 0.0772 | IoU 0.590 [2021-03-11 16:01:43,926][root][INFO] - Lr: 3.094e-03 | Epoch: [58][130/483] | Time 0.452 | Data 0.038 | Loss 0.0772 | IoU 0.590 [2021-03-11 16:01:48,417][root][INFO] - Lr: 3.092e-03 | Epoch: [58][140/483] | Time 0.452 | Data 0.038 | Loss 0.0771 | IoU 0.590 [2021-03-11 16:01:52,906][root][INFO] - Lr: 3.089e-03 | Epoch: [58][150/483] | Time 0.452 | Data 0.037 | Loss 0.0771 | IoU 0.590 [2021-03-11 16:01:57,397][root][INFO] - Lr: 3.086e-03 | Epoch: [58][160/483] | Time 0.452 | Data 0.037 | Loss 0.0771 | IoU 0.590 [2021-03-11 16:02:01,871][root][INFO] - Lr: 3.084e-03 | Epoch: [58][170/483] | Time 0.452 | Data 0.037 | Loss 0.0771 | IoU 0.590 [2021-03-11 16:02:06,359][root][INFO] - Lr: 3.081e-03 | Epoch: [58][180/483] | Time 0.451 | Data 0.037 | Loss 0.0771 | IoU 0.590 [2021-03-11 16:02:10,839][root][INFO] - Lr: 3.078e-03 | Epoch: [58][190/483] | Time 0.451 | Data 0.037 | Loss 0.0770 | IoU 0.590 [2021-03-11 16:02:15,319][root][INFO] - Lr: 3.076e-03 | Epoch: [58][200/483] | Time 0.451 | Data 0.037 | Loss 0.0770 | IoU 0.590 [2021-03-11 16:02:19,816][root][INFO] - Lr: 3.073e-03 | Epoch: [58][210/483] | Time 0.451 | Data 0.036 | Loss 0.0770 | IoU 0.590 [2021-03-11 16:02:24,293][root][INFO] - Lr: 3.071e-03 | Epoch: [58][220/483] | Time 0.451 | Data 0.036 | Loss 0.0770 | IoU 0.590 [2021-03-11 16:02:28,770][root][INFO] - Lr: 3.068e-03 | Epoch: [58][230/483] | Time 0.451 | Data 0.036 | Loss 0.0770 | IoU 0.590 [2021-03-11 16:02:33,251][root][INFO] - Lr: 3.065e-03 | Epoch: [58][240/483] | Time 0.451 | Data 0.036 | Loss 0.0770 | IoU 0.590 [2021-03-11 16:02:37,739][root][INFO] - Lr: 3.063e-03 | Epoch: [58][250/483] | Time 0.451 | Data 0.036 | Loss 0.0769 | IoU 0.590 [2021-03-11 16:02:42,222][root][INFO] - Lr: 3.060e-03 | Epoch: [58][260/483] | Time 0.450 | Data 0.036 | Loss 0.0769 | IoU 0.590 [2021-03-11 16:02:46,717][root][INFO] - Lr: 3.057e-03 | Epoch: [58][270/483] | Time 0.450 | Data 0.036 | Loss 0.0769 | IoU 0.590 [2021-03-11 16:02:51,192][root][INFO] - Lr: 3.055e-03 | Epoch: [58][280/483] | Time 0.450 | Data 0.036 | Loss 0.0769 | IoU 0.590 [2021-03-11 16:02:55,669][root][INFO] - Lr: 3.052e-03 | Epoch: [58][290/483] | Time 0.450 | Data 0.036 | Loss 0.0769 | IoU 0.590 [2021-03-11 16:03:00,161][root][INFO] - Lr: 3.049e-03 | Epoch: [58][300/483] | Time 0.450 | Data 0.036 | Loss 0.0768 | IoU 0.590 [2021-03-11 16:03:04,651][root][INFO] - Lr: 3.047e-03 | Epoch: [58][310/483] | Time 0.450 | Data 0.036 | Loss 0.0768 | IoU 0.590 [2021-03-11 16:03:09,136][root][INFO] - Lr: 3.044e-03 | Epoch: [58][320/483] | Time 0.450 | Data 0.036 | Loss 0.0768 | IoU 0.590 [2021-03-11 16:03:13,622][root][INFO] - Lr: 3.041e-03 | Epoch: [58][330/483] | Time 0.450 | Data 0.036 | Loss 0.0768 | IoU 0.590 [2021-03-11 16:03:18,104][root][INFO] - Lr: 3.039e-03 | Epoch: [58][340/483] | Time 0.450 | Data 0.036 | Loss 0.0768 | IoU 0.590 [2021-03-11 16:03:22,595][root][INFO] - Lr: 3.036e-03 | Epoch: [58][350/483] | Time 0.450 | Data 0.036 | Loss 0.0768 | IoU 0.590 [2021-03-11 16:03:27,082][root][INFO] - Lr: 3.033e-03 | Epoch: [58][360/483] | Time 0.450 | Data 0.036 | Loss 0.0767 | IoU 0.590 [2021-03-11 16:03:31,564][root][INFO] - Lr: 3.031e-03 | Epoch: [58][370/483] | Time 0.450 | Data 0.036 | Loss 0.0767 | IoU 0.590 [2021-03-11 16:03:36,044][root][INFO] - Lr: 3.028e-03 | Epoch: [58][380/483] | Time 0.450 | Data 0.036 | Loss 0.0767 | IoU 0.590 [2021-03-11 16:03:40,531][root][INFO] - Lr: 3.025e-03 | Epoch: [58][390/483] | Time 0.450 | Data 0.035 | Loss 0.0767 | IoU 0.590 [2021-03-11 16:03:45,020][root][INFO] - Lr: 3.023e-03 | Epoch: [58][400/483] | Time 0.450 | Data 0.035 | Loss 0.0767 | IoU 0.590 [2021-03-11 16:03:49,505][root][INFO] - Lr: 3.020e-03 | Epoch: [58][410/483] | Time 0.450 | Data 0.035 | Loss 0.0767 | IoU 0.590 [2021-03-11 16:03:53,997][root][INFO] - Lr: 3.017e-03 | Epoch: [58][420/483] | Time 0.450 | Data 0.035 | Loss 0.0766 | IoU 0.590 [2021-03-11 16:03:58,479][root][INFO] - Lr: 3.015e-03 | Epoch: [58][430/483] | Time 0.450 | Data 0.035 | Loss 0.0766 | IoU 0.590 [2021-03-11 16:04:02,955][root][INFO] - Lr: 3.012e-03 | Epoch: [58][440/483] | Time 0.450 | Data 0.035 | Loss 0.0766 | IoU 0.591 [2021-03-11 16:04:07,438][root][INFO] - Lr: 3.009e-03 | Epoch: [58][450/483] | Time 0.450 | Data 0.035 | Loss 0.0766 | IoU 0.591 [2021-03-11 16:04:11,919][root][INFO] - Lr: 3.007e-03 | Epoch: [58][460/483] | Time 0.450 | Data 0.035 | Loss 0.0766 | IoU 0.591 [2021-03-11 16:04:16,398][root][INFO] - Lr: 3.004e-03 | Epoch: [58][470/483] | Time 0.450 | Data 0.035 | Loss 0.0765 | IoU 0.591 [2021-03-11 16:04:20,878][root][INFO] - Lr: 3.001e-03 | Epoch: [58][480/483] | Time 0.450 | Data 0.035 | Loss 0.0765 | IoU 0.591 [2021-03-11 16:04:22,860][root][INFO] - Lr: 3.001e-03 | Epoch: [59][0/483] | Time 1.019 | Data 0.590 | Loss 0.0765 | IoU 0.591 [2021-03-11 16:04:27,332][root][INFO] - Lr: 2.998e-03 | Epoch: [59][10/483] | Time 0.499 | Data 0.084 | Loss 0.0765 | IoU 0.591 [2021-03-11 16:04:31,806][root][INFO] - Lr: 2.995e-03 | Epoch: [59][20/483] | Time 0.475 | Data 0.060 | Loss 0.0765 | IoU 0.591 [2021-03-11 16:04:36,279][root][INFO] - Lr: 2.993e-03 | Epoch: [59][30/483] | Time 0.466 | Data 0.052 | Loss 0.0765 | IoU 0.591 [2021-03-11 16:04:40,761][root][INFO] - Lr: 2.990e-03 | Epoch: [59][40/483] | Time 0.461 | Data 0.047 | Loss 0.0765 | IoU 0.591 [2021-03-11 16:04:45,239][root][INFO] - Lr: 2.987e-03 | Epoch: [59][50/483] | Time 0.459 | Data 0.045 | Loss 0.0764 | IoU 0.591 [2021-03-11 16:04:49,711][root][INFO] - Lr: 2.985e-03 | Epoch: [59][60/483] | Time 0.457 | Data 0.043 | Loss 0.0764 | IoU 0.591 [2021-03-11 16:04:54,190][root][INFO] - Lr: 2.982e-03 | Epoch: [59][70/483] | Time 0.456 | Data 0.042 | Loss 0.0764 | IoU 0.591 [2021-03-11 16:04:58,656][root][INFO] - Lr: 2.979e-03 | Epoch: [59][80/483] | Time 0.455 | Data 0.041 | Loss 0.0764 | IoU 0.591 [2021-03-11 16:05:03,127][root][INFO] - Lr: 2.977e-03 | Epoch: [59][90/483] | Time 0.454 | Data 0.040 | Loss 0.0764 | IoU 0.591 [2021-03-11 16:05:07,599][root][INFO] - Lr: 2.974e-03 | Epoch: [59][100/483] | Time 0.453 | Data 0.040 | Loss 0.0763 | IoU 0.591 [2021-03-11 16:05:12,069][root][INFO] - Lr: 2.971e-03 | Epoch: [59][110/483] | Time 0.453 | Data 0.039 | Loss 0.0763 | IoU 0.591 [2021-03-11 16:05:16,553][root][INFO] - Lr: 2.969e-03 | Epoch: [59][120/483] | Time 0.452 | Data 0.039 | Loss 0.0763 | IoU 0.591 [2021-03-11 16:05:21,030][root][INFO] - Lr: 2.966e-03 | Epoch: [59][130/483] | Time 0.452 | Data 0.038 | Loss 0.0763 | IoU 0.591 [2021-03-11 16:05:25,515][root][INFO] - Lr: 2.963e-03 | Epoch: [59][140/483] | Time 0.452 | Data 0.038 | Loss 0.0763 | IoU 0.591 [2021-03-11 16:05:29,991][root][INFO] - Lr: 2.961e-03 | Epoch: [59][150/483] | Time 0.451 | Data 0.038 | Loss 0.0763 | IoU 0.591 [2021-03-11 16:05:34,481][root][INFO] - Lr: 2.958e-03 | Epoch: [59][160/483] | Time 0.451 | Data 0.037 | Loss 0.0762 | IoU 0.591 [2021-03-11 16:05:38,967][root][INFO] - Lr: 2.955e-03 | Epoch: [59][170/483] | Time 0.451 | Data 0.037 | Loss 0.0762 | IoU 0.591 [2021-03-11 16:05:43,450][root][INFO] - Lr: 2.953e-03 | Epoch: [59][180/483] | Time 0.451 | Data 0.037 | Loss 0.0762 | IoU 0.591 [2021-03-11 16:05:47,927][root][INFO] - Lr: 2.950e-03 | Epoch: [59][190/483] | Time 0.451 | Data 0.037 | Loss 0.0762 | IoU 0.591 [2021-03-11 16:05:52,414][root][INFO] - Lr: 2.947e-03 | Epoch: [59][200/483] | Time 0.451 | Data 0.037 | Loss 0.0762 | IoU 0.591 [2021-03-11 16:05:56,897][root][INFO] - Lr: 2.945e-03 | Epoch: [59][210/483] | Time 0.451 | Data 0.037 | Loss 0.0762 | IoU 0.591 [2021-03-11 16:06:01,381][root][INFO] - Lr: 2.942e-03 | Epoch: [59][220/483] | Time 0.450 | Data 0.037 | Loss 0.0761 | IoU 0.591 [2021-03-11 16:06:05,875][root][INFO] - Lr: 2.939e-03 | Epoch: [59][230/483] | Time 0.450 | Data 0.036 | Loss 0.0761 | IoU 0.591 [2021-03-11 16:06:10,350][root][INFO] - Lr: 2.937e-03 | Epoch: [59][240/483] | Time 0.450 | Data 0.036 | Loss 0.0761 | IoU 0.591 [2021-03-11 16:06:14,835][root][INFO] - Lr: 2.934e-03 | Epoch: [59][250/483] | Time 0.450 | Data 0.036 | Loss 0.0761 | IoU 0.591 [2021-03-11 16:06:19,310][root][INFO] - Lr: 2.931e-03 | Epoch: [59][260/483] | Time 0.450 | Data 0.036 | Loss 0.0761 | IoU 0.591 [2021-03-11 16:06:23,785][root][INFO] - Lr: 2.929e-03 | Epoch: [59][270/483] | Time 0.450 | Data 0.036 | Loss 0.0760 | IoU 0.591 [2021-03-11 16:06:28,261][root][INFO] - Lr: 2.926e-03 | Epoch: [59][280/483] | Time 0.450 | Data 0.036 | Loss 0.0760 | IoU 0.591 [2021-03-11 16:06:32,742][root][INFO] - Lr: 2.923e-03 | Epoch: [59][290/483] | Time 0.450 | Data 0.036 | Loss 0.0760 | IoU 0.591 [2021-03-11 16:06:37,217][root][INFO] - Lr: 2.921e-03 | Epoch: [59][300/483] | Time 0.450 | Data 0.036 | Loss 0.0760 | IoU 0.591 [2021-03-11 16:06:41,689][root][INFO] - Lr: 2.918e-03 | Epoch: [59][310/483] | Time 0.450 | Data 0.036 | Loss 0.0760 | IoU 0.591 [2021-03-11 16:06:46,155][root][INFO] - Lr: 2.915e-03 | Epoch: [59][320/483] | Time 0.450 | Data 0.036 | Loss 0.0760 | IoU 0.591 [2021-03-11 16:06:50,633][root][INFO] - Lr: 2.913e-03 | Epoch: [59][330/483] | Time 0.450 | Data 0.036 | Loss 0.0759 | IoU 0.591 [2021-03-11 16:06:55,108][root][INFO] - Lr: 2.910e-03 | Epoch: [59][340/483] | Time 0.449 | Data 0.036 | Loss 0.0759 | IoU 0.591 [2021-03-11 16:06:59,599][root][INFO] - Lr: 2.907e-03 | Epoch: [59][350/483] | Time 0.449 | Data 0.036 | Loss 0.0759 | IoU 0.591 [2021-03-11 16:07:04,086][root][INFO] - Lr: 2.905e-03 | Epoch: [59][360/483] | Time 0.449 | Data 0.036 | Loss 0.0759 | IoU 0.591 [2021-03-11 16:07:08,562][root][INFO] - Lr: 2.902e-03 | Epoch: [59][370/483] | Time 0.449 | Data 0.036 | Loss 0.0759 | IoU 0.591 [2021-03-11 16:07:13,038][root][INFO] - Lr: 2.899e-03 | Epoch: [59][380/483] | Time 0.449 | Data 0.036 | Loss 0.0759 | IoU 0.591 [2021-03-11 16:07:17,520][root][INFO] - Lr: 2.897e-03 | Epoch: [59][390/483] | Time 0.449 | Data 0.035 | Loss 0.0758 | IoU 0.591 [2021-03-11 16:07:21,993][root][INFO] - Lr: 2.894e-03 | Epoch: [59][400/483] | Time 0.449 | Data 0.035 | Loss 0.0758 | IoU 0.591 [2021-03-11 16:07:26,468][root][INFO] - Lr: 2.891e-03 | Epoch: [59][410/483] | Time 0.449 | Data 0.035 | Loss 0.0758 | IoU 0.591 [2021-03-11 16:07:30,945][root][INFO] - Lr: 2.889e-03 | Epoch: [59][420/483] | Time 0.449 | Data 0.035 | Loss 0.0758 | IoU 0.591 [2021-03-11 16:07:35,415][root][INFO] - Lr: 2.886e-03 | Epoch: [59][430/483] | Time 0.449 | Data 0.035 | Loss 0.0758 | IoU 0.591 [2021-03-11 16:07:39,895][root][INFO] - Lr: 2.883e-03 | Epoch: [59][440/483] | Time 0.449 | Data 0.035 | Loss 0.0757 | IoU 0.591 [2021-03-11 16:07:44,377][root][INFO] - Lr: 2.881e-03 | Epoch: [59][450/483] | Time 0.449 | Data 0.035 | Loss 0.0757 | IoU 0.591 [2021-03-11 16:07:48,874][root][INFO] - Lr: 2.878e-03 | Epoch: [59][460/483] | Time 0.449 | Data 0.035 | Loss 0.0757 | IoU 0.591 [2021-03-11 16:07:53,350][root][INFO] - Lr: 2.875e-03 | Epoch: [59][470/483] | Time 0.449 | Data 0.035 | Loss 0.0757 | IoU 0.591 [2021-03-11 16:07:57,829][root][INFO] - Lr: 2.872e-03 | Epoch: [59][480/483] | Time 0.449 | Data 0.035 | Loss 0.0757 | IoU 0.591 [2021-03-11 16:07:59,799][root][INFO] - Lr: 2.872e-03 | Epoch: [60][0/483] | Time 0.961 | Data 0.513 | Loss 0.0757 | IoU 0.591 [2021-03-11 16:08:04,283][root][INFO] - Lr: 2.869e-03 | Epoch: [60][10/483] | Time 0.495 | Data 0.078 | Loss 0.0757 | IoU 0.591 [2021-03-11 16:08:08,755][root][INFO] - Lr: 2.866e-03 | Epoch: [60][20/483] | Time 0.472 | Data 0.057 | Loss 0.0756 | IoU 0.591 [2021-03-11 16:08:13,241][root][INFO] - Lr: 2.864e-03 | Epoch: [60][30/483] | Time 0.465 | Data 0.050 | Loss 0.0756 | IoU 0.591 [2021-03-11 16:08:17,726][root][INFO] - Lr: 2.861e-03 | Epoch: [60][40/483] | Time 0.461 | Data 0.046 | Loss 0.0756 | IoU 0.591 [2021-03-11 16:08:22,213][root][INFO] - Lr: 2.858e-03 | Epoch: [60][50/483] | Time 0.458 | Data 0.044 | Loss 0.0756 | IoU 0.591 [2021-03-11 16:08:26,691][root][INFO] - Lr: 2.856e-03 | Epoch: [60][60/483] | Time 0.457 | Data 0.042 | Loss 0.0756 | IoU 0.591 [2021-03-11 16:08:31,175][root][INFO] - Lr: 2.853e-03 | Epoch: [60][70/483] | Time 0.455 | Data 0.041 | Loss 0.0756 | IoU 0.591 [2021-03-11 16:08:35,657][root][INFO] - Lr: 2.850e-03 | Epoch: [60][80/483] | Time 0.455 | Data 0.040 | Loss 0.0755 | IoU 0.591 [2021-03-11 16:08:40,141][root][INFO] - Lr: 2.848e-03 | Epoch: [60][90/483] | Time 0.454 | Data 0.039 | Loss 0.0755 | IoU 0.591 [2021-03-11 16:08:44,620][root][INFO] - Lr: 2.845e-03 | Epoch: [60][100/483] | Time 0.453 | Data 0.039 | Loss 0.0755 | IoU 0.591 [2021-03-11 16:08:49,094][root][INFO] - Lr: 2.842e-03 | Epoch: [60][110/483] | Time 0.453 | Data 0.038 | Loss 0.0755 | IoU 0.591 [2021-03-11 16:08:53,588][root][INFO] - Lr: 2.840e-03 | Epoch: [60][120/483] | Time 0.452 | Data 0.038 | Loss 0.0755 | IoU 0.591 [2021-03-11 16:08:58,083][root][INFO] - Lr: 2.837e-03 | Epoch: [60][130/483] | Time 0.452 | Data 0.038 | Loss 0.0754 | IoU 0.591 [2021-03-11 16:09:02,577][root][INFO] - Lr: 2.834e-03 | Epoch: [60][140/483] | Time 0.452 | Data 0.038 | Loss 0.0754 | IoU 0.591 [2021-03-11 16:09:07,063][root][INFO] - Lr: 2.832e-03 | Epoch: [60][150/483] | Time 0.452 | Data 0.037 | Loss 0.0754 | IoU 0.591 [2021-03-11 16:09:11,545][root][INFO] - Lr: 2.829e-03 | Epoch: [60][160/483] | Time 0.452 | Data 0.037 | Loss 0.0754 | IoU 0.591 [2021-03-11 16:09:16,021][root][INFO] - Lr: 2.826e-03 | Epoch: [60][170/483] | Time 0.451 | Data 0.037 | Loss 0.0754 | IoU 0.591 [2021-03-11 16:09:20,516][root][INFO] - Lr: 2.823e-03 | Epoch: [60][180/483] | Time 0.451 | Data 0.037 | Loss 0.0754 | IoU 0.591 [2021-03-11 16:09:25,013][root][INFO] - Lr: 2.821e-03 | Epoch: [60][190/483] | Time 0.451 | Data 0.037 | Loss 0.0753 | IoU 0.591 [2021-03-11 16:09:29,506][root][INFO] - Lr: 2.818e-03 | Epoch: [60][200/483] | Time 0.451 | Data 0.037 | Loss 0.0753 | IoU 0.591 [2021-03-11 16:09:33,987][root][INFO] - Lr: 2.815e-03 | Epoch: [60][210/483] | Time 0.451 | Data 0.036 | Loss 0.0753 | IoU 0.591 [2021-03-11 16:09:38,470][root][INFO] - Lr: 2.813e-03 | Epoch: [60][220/483] | Time 0.451 | Data 0.036 | Loss 0.0753 | IoU 0.591 [2021-03-11 16:09:42,958][root][INFO] - Lr: 2.810e-03 | Epoch: [60][230/483] | Time 0.451 | Data 0.036 | Loss 0.0753 | IoU 0.591 [2021-03-11 16:09:47,439][root][INFO] - Lr: 2.807e-03 | Epoch: [60][240/483] | Time 0.451 | Data 0.036 | Loss 0.0753 | IoU 0.591 [2021-03-11 16:09:51,931][root][INFO] - Lr: 2.805e-03 | Epoch: [60][250/483] | Time 0.451 | Data 0.036 | Loss 0.0752 | IoU 0.591 [2021-03-11 16:09:56,411][root][INFO] - Lr: 2.802e-03 | Epoch: [60][260/483] | Time 0.450 | Data 0.036 | Loss 0.0752 | IoU 0.591 [2021-03-11 16:10:00,890][root][INFO] - Lr: 2.799e-03 | Epoch: [60][270/483] | Time 0.450 | Data 0.036 | Loss 0.0752 | IoU 0.591 [2021-03-11 16:10:05,381][root][INFO] - Lr: 2.797e-03 | Epoch: [60][280/483] | Time 0.450 | Data 0.036 | Loss 0.0752 | IoU 0.591 [2021-03-11 16:10:09,860][root][INFO] - Lr: 2.794e-03 | Epoch: [60][290/483] | Time 0.450 | Data 0.036 | Loss 0.0752 | IoU 0.591 [2021-03-11 16:10:14,354][root][INFO] - Lr: 2.791e-03 | Epoch: [60][300/483] | Time 0.450 | Data 0.036 | Loss 0.0752 | IoU 0.591 [2021-03-11 16:10:18,846][root][INFO] - Lr: 2.789e-03 | Epoch: [60][310/483] | Time 0.450 | Data 0.036 | Loss 0.0751 | IoU 0.591 [2021-03-11 16:10:24,647][root][INFO] - Lr: 2.786e-03 | Epoch: [60][320/483] | Time 0.454 | Data 0.036 | Loss 0.0751 | IoU 0.591 [2021-03-11 16:10:29,126][root][INFO] - Lr: 2.783e-03 | Epoch: [60][330/483] | Time 0.454 | Data 0.036 | Loss 0.0751 | IoU 0.591 [2021-03-11 16:10:33,607][root][INFO] - Lr: 2.781e-03 | Epoch: [60][340/483] | Time 0.454 | Data 0.036 | Loss 0.0751 | IoU 0.591 [2021-03-11 16:10:38,086][root][INFO] - Lr: 2.778e-03 | Epoch: [60][350/483] | Time 0.454 | Data 0.036 | Loss 0.0751 | IoU 0.591 [2021-03-11 16:10:42,574][root][INFO] - Lr: 2.775e-03 | Epoch: [60][360/483] | Time 0.454 | Data 0.036 | Loss 0.0751 | IoU 0.591 [2021-03-11 16:10:47,055][root][INFO] - Lr: 2.772e-03 | Epoch: [60][370/483] | Time 0.453 | Data 0.036 | Loss 0.0750 | IoU 0.591 [2021-03-11 16:10:51,542][root][INFO] - Lr: 2.770e-03 | Epoch: [60][380/483] | Time 0.453 | Data 0.036 | Loss 0.0750 | IoU 0.591 [2021-03-11 16:10:56,032][root][INFO] - Lr: 2.767e-03 | Epoch: [60][390/483] | Time 0.453 | Data 0.036 | Loss 0.0750 | IoU 0.591 [2021-03-11 16:11:00,511][root][INFO] - Lr: 2.764e-03 | Epoch: [60][400/483] | Time 0.453 | Data 0.036 | Loss 0.0750 | IoU 0.592 [2021-03-11 16:11:04,994][root][INFO] - Lr: 2.762e-03 | Epoch: [60][410/483] | Time 0.453 | Data 0.035 | Loss 0.0750 | IoU 0.592 [2021-03-11 16:11:09,474][root][INFO] - Lr: 2.759e-03 | Epoch: [60][420/483] | Time 0.453 | Data 0.035 | Loss 0.0750 | IoU 0.592 [2021-03-11 16:11:13,963][root][INFO] - Lr: 2.756e-03 | Epoch: [60][430/483] | Time 0.453 | Data 0.035 | Loss 0.0749 | IoU 0.592 [2021-03-11 16:11:18,446][root][INFO] - Lr: 2.754e-03 | Epoch: [60][440/483] | Time 0.453 | Data 0.035 | Loss 0.0749 | IoU 0.592 [2021-03-11 16:11:22,914][root][INFO] - Lr: 2.751e-03 | Epoch: [60][450/483] | Time 0.452 | Data 0.035 | Loss 0.0749 | IoU 0.592 [2021-03-11 16:11:27,397][root][INFO] - Lr: 2.748e-03 | Epoch: [60][460/483] | Time 0.452 | Data 0.035 | Loss 0.0749 | IoU 0.592 [2021-03-11 16:11:31,895][root][INFO] - Lr: 2.746e-03 | Epoch: [60][470/483] | Time 0.452 | Data 0.035 | Loss 0.0749 | IoU 0.592 [2021-03-11 16:11:36,370][root][INFO] - Lr: 2.743e-03 | Epoch: [60][480/483] | Time 0.452 | Data 0.035 | Loss 0.0749 | IoU 0.592 [2021-03-11 16:11:37,939][root][INFO] - 0/680 [2021-03-11 16:11:38,167][root][INFO] - 1/680 [2021-03-11 16:11:38,369][root][INFO] - 2/680 [2021-03-11 16:11:38,567][root][INFO] - 3/680 [2021-03-11 16:11:38,769][root][INFO] - 4/680 [2021-03-11 16:11:38,951][root][INFO] - 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648/680 [2021-03-11 16:13:44,410][root][INFO] - 649/680 [2021-03-11 16:13:44,604][root][INFO] - 650/680 [2021-03-11 16:13:44,802][root][INFO] - 651/680 [2021-03-11 16:13:44,998][root][INFO] - 652/680 [2021-03-11 16:13:45,179][root][INFO] - 653/680 [2021-03-11 16:13:45,375][root][INFO] - 654/680 [2021-03-11 16:13:45,563][root][INFO] - 655/680 [2021-03-11 16:13:45,762][root][INFO] - 656/680 [2021-03-11 16:13:45,954][root][INFO] - 657/680 [2021-03-11 16:13:46,150][root][INFO] - 658/680 [2021-03-11 16:13:46,346][root][INFO] - 659/680 [2021-03-11 16:13:46,543][root][INFO] - 660/680 [2021-03-11 16:13:46,740][root][INFO] - 661/680 [2021-03-11 16:13:46,939][root][INFO] - 662/680 [2021-03-11 16:13:47,137][root][INFO] - 663/680 [2021-03-11 16:13:47,334][root][INFO] - 664/680 [2021-03-11 16:13:47,533][root][INFO] - 665/680 [2021-03-11 16:13:47,720][root][INFO] - 666/680 [2021-03-11 16:13:47,919][root][INFO] - 667/680 [2021-03-11 16:13:48,118][root][INFO] - 668/680 [2021-03-11 16:13:48,312][root][INFO] - 669/680 [2021-03-11 16:13:48,509][root][INFO] - 670/680 [2021-03-11 16:13:48,706][root][INFO] - 671/680 [2021-03-11 16:13:48,891][root][INFO] - 672/680 [2021-03-11 16:13:49,071][root][INFO] - 673/680 [2021-03-11 16:13:49,253][root][INFO] - 674/680 [2021-03-11 16:13:49,435][root][INFO] - 675/680 [2021-03-11 16:13:49,618][root][INFO] - 676/680 [2021-03-11 16:13:49,805][root][INFO] - 677/680 [2021-03-11 16:13:49,986][root][INFO] - 678/680 [2021-03-11 16:13:50,169][root][INFO] - 679/680 [2021-03-11 16:13:50,376][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.3031 IoU avg 0.505 [2021-03-11 16:13:51,377][root][INFO] - Lr: 2.742e-03 | Epoch: [61][0/483] | Time 0.952 | Data 0.495 | Loss 0.0749 | IoU 0.592 [2021-03-11 16:13:55,850][root][INFO] - Lr: 2.739e-03 | Epoch: [61][10/483] | Time 0.493 | Data 0.076 | Loss 0.0748 | IoU 0.592 [2021-03-11 16:14:00,335][root][INFO] - Lr: 2.737e-03 | Epoch: [61][20/483] | Time 0.472 | Data 0.056 | Loss 0.0748 | IoU 0.592 [2021-03-11 16:14:04,808][root][INFO] - Lr: 2.734e-03 | Epoch: [61][30/483] | Time 0.464 | Data 0.049 | Loss 0.0748 | IoU 0.592 [2021-03-11 16:14:09,289][root][INFO] - Lr: 2.731e-03 | Epoch: [61][40/483] | Time 0.460 | Data 0.045 | Loss 0.0748 | IoU 0.592 [2021-03-11 16:14:13,772][root][INFO] - Lr: 2.729e-03 | Epoch: [61][50/483] | Time 0.458 | Data 0.043 | Loss 0.0748 | IoU 0.592 [2021-03-11 16:14:18,250][root][INFO] - Lr: 2.726e-03 | Epoch: [61][60/483] | Time 0.456 | Data 0.042 | Loss 0.0748 | IoU 0.592 [2021-03-11 16:14:22,730][root][INFO] - Lr: 2.723e-03 | Epoch: [61][70/483] | Time 0.455 | Data 0.041 | Loss 0.0747 | IoU 0.592 [2021-03-11 16:14:27,206][root][INFO] - Lr: 2.721e-03 | Epoch: [61][80/483] | Time 0.454 | Data 0.040 | Loss 0.0747 | IoU 0.592 [2021-03-11 16:14:31,682][root][INFO] - Lr: 2.718e-03 | Epoch: [61][90/483] | Time 0.453 | Data 0.039 | Loss 0.0747 | IoU 0.592 [2021-03-11 16:14:36,159][root][INFO] - Lr: 2.715e-03 | Epoch: [61][100/483] | Time 0.453 | Data 0.039 | Loss 0.0747 | IoU 0.592 [2021-03-11 16:14:40,642][root][INFO] - Lr: 2.713e-03 | Epoch: [61][110/483] | Time 0.452 | Data 0.038 | Loss 0.0747 | IoU 0.592 [2021-03-11 16:14:45,134][root][INFO] - Lr: 2.710e-03 | Epoch: [61][120/483] | Time 0.452 | Data 0.038 | Loss 0.0746 | IoU 0.592 [2021-03-11 16:14:49,614][root][INFO] - Lr: 2.707e-03 | Epoch: [61][130/483] | Time 0.452 | Data 0.038 | Loss 0.0746 | IoU 0.592 [2021-03-11 16:14:54,102][root][INFO] - Lr: 2.704e-03 | Epoch: [61][140/483] | Time 0.452 | Data 0.037 | Loss 0.0746 | IoU 0.592 [2021-03-11 16:14:58,582][root][INFO] - Lr: 2.702e-03 | Epoch: [61][150/483] | Time 0.451 | Data 0.037 | Loss 0.0746 | IoU 0.592 [2021-03-11 16:15:03,065][root][INFO] - Lr: 2.699e-03 | Epoch: [61][160/483] | Time 0.451 | Data 0.037 | Loss 0.0746 | IoU 0.592 [2021-03-11 16:15:07,544][root][INFO] - Lr: 2.696e-03 | Epoch: [61][170/483] | Time 0.451 | Data 0.037 | Loss 0.0746 | IoU 0.592 [2021-03-11 16:15:12,037][root][INFO] - Lr: 2.694e-03 | Epoch: [61][180/483] | Time 0.451 | Data 0.037 | Loss 0.0745 | IoU 0.592 [2021-03-11 16:15:16,518][root][INFO] - Lr: 2.691e-03 | Epoch: [61][190/483] | Time 0.451 | Data 0.037 | Loss 0.0745 | IoU 0.592 [2021-03-11 16:15:20,997][root][INFO] - Lr: 2.688e-03 | Epoch: [61][200/483] | Time 0.451 | Data 0.037 | Loss 0.0745 | IoU 0.592 [2021-03-11 16:15:25,477][root][INFO] - Lr: 2.686e-03 | Epoch: [61][210/483] | Time 0.450 | Data 0.036 | Loss 0.0745 | IoU 0.592 [2021-03-11 16:15:29,961][root][INFO] - Lr: 2.683e-03 | Epoch: [61][220/483] | Time 0.450 | Data 0.036 | Loss 0.0745 | IoU 0.592 [2021-03-11 16:15:34,452][root][INFO] - Lr: 2.680e-03 | Epoch: [61][230/483] | Time 0.450 | Data 0.036 | Loss 0.0745 | IoU 0.592 [2021-03-11 16:15:38,945][root][INFO] - Lr: 2.677e-03 | Epoch: [61][240/483] | Time 0.450 | Data 0.036 | Loss 0.0744 | IoU 0.592 [2021-03-11 16:15:43,421][root][INFO] - Lr: 2.675e-03 | Epoch: [61][250/483] | Time 0.450 | Data 0.036 | Loss 0.0744 | IoU 0.592 [2021-03-11 16:15:47,908][root][INFO] - Lr: 2.672e-03 | Epoch: [61][260/483] | Time 0.450 | Data 0.036 | Loss 0.0744 | IoU 0.592 [2021-03-11 16:15:52,396][root][INFO] - Lr: 2.669e-03 | Epoch: [61][270/483] | Time 0.450 | Data 0.036 | Loss 0.0744 | IoU 0.592 [2021-03-11 16:15:56,887][root][INFO] - Lr: 2.667e-03 | Epoch: [61][280/483] | Time 0.450 | Data 0.036 | Loss 0.0744 | IoU 0.592 [2021-03-11 16:16:01,367][root][INFO] - Lr: 2.664e-03 | Epoch: [61][290/483] | Time 0.450 | Data 0.036 | Loss 0.0744 | IoU 0.592 [2021-03-11 16:16:05,848][root][INFO] - Lr: 2.661e-03 | Epoch: [61][300/483] | Time 0.450 | Data 0.036 | Loss 0.0744 | IoU 0.592 [2021-03-11 16:16:10,332][root][INFO] - Lr: 2.659e-03 | Epoch: [61][310/483] | Time 0.450 | Data 0.036 | Loss 0.0743 | IoU 0.592 [2021-03-11 16:16:14,809][root][INFO] - Lr: 2.656e-03 | Epoch: [61][320/483] | Time 0.450 | Data 0.036 | Loss 0.0743 | IoU 0.592 [2021-03-11 16:16:19,279][root][INFO] - Lr: 2.653e-03 | Epoch: [61][330/483] | Time 0.450 | Data 0.036 | Loss 0.0743 | IoU 0.592 [2021-03-11 16:16:23,762][root][INFO] - Lr: 2.651e-03 | Epoch: [61][340/483] | Time 0.450 | Data 0.036 | Loss 0.0743 | IoU 0.592 [2021-03-11 16:16:28,243][root][INFO] - Lr: 2.648e-03 | Epoch: [61][350/483] | Time 0.450 | Data 0.036 | Loss 0.0743 | IoU 0.592 [2021-03-11 16:16:32,721][root][INFO] - Lr: 2.645e-03 | Epoch: [61][360/483] | Time 0.450 | Data 0.036 | Loss 0.0743 | IoU 0.592 [2021-03-11 16:16:37,201][root][INFO] - Lr: 2.642e-03 | Epoch: [61][370/483] | Time 0.450 | Data 0.036 | Loss 0.0742 | IoU 0.592 [2021-03-11 16:16:41,691][root][INFO] - Lr: 2.640e-03 | Epoch: [61][380/483] | Time 0.450 | Data 0.035 | Loss 0.0742 | IoU 0.592 [2021-03-11 16:16:46,170][root][INFO] - Lr: 2.637e-03 | Epoch: [61][390/483] | Time 0.449 | Data 0.035 | Loss 0.0742 | IoU 0.592 [2021-03-11 16:16:50,654][root][INFO] - Lr: 2.634e-03 | Epoch: [61][400/483] | Time 0.449 | Data 0.035 | Loss 0.0742 | IoU 0.592 [2021-03-11 16:16:55,133][root][INFO] - Lr: 2.632e-03 | Epoch: [61][410/483] | Time 0.449 | Data 0.035 | Loss 0.0742 | IoU 0.592 [2021-03-11 16:16:59,612][root][INFO] - Lr: 2.629e-03 | Epoch: [61][420/483] | Time 0.449 | Data 0.035 | Loss 0.0742 | IoU 0.592 [2021-03-11 16:17:04,092][root][INFO] - Lr: 2.626e-03 | Epoch: [61][430/483] | Time 0.449 | Data 0.035 | Loss 0.0741 | IoU 0.592 [2021-03-11 16:17:08,577][root][INFO] - Lr: 2.624e-03 | Epoch: [61][440/483] | Time 0.449 | Data 0.035 | Loss 0.0741 | IoU 0.592 [2021-03-11 16:17:13,048][root][INFO] - Lr: 2.621e-03 | Epoch: [61][450/483] | Time 0.449 | Data 0.035 | Loss 0.0741 | IoU 0.592 [2021-03-11 16:17:17,532][root][INFO] - Lr: 2.618e-03 | Epoch: [61][460/483] | Time 0.449 | Data 0.035 | Loss 0.0741 | IoU 0.592 [2021-03-11 16:17:22,024][root][INFO] - Lr: 2.615e-03 | Epoch: [61][470/483] | Time 0.449 | Data 0.035 | Loss 0.0741 | IoU 0.592 [2021-03-11 16:17:26,517][root][INFO] - Lr: 2.613e-03 | Epoch: [61][480/483] | Time 0.449 | Data 0.035 | Loss 0.0741 | IoU 0.592 [2021-03-11 16:17:28,430][root][INFO] - Lr: 2.612e-03 | Epoch: [62][0/483] | Time 0.939 | Data 0.487 | Loss 0.0741 | IoU 0.592 [2021-03-11 16:17:32,912][root][INFO] - Lr: 2.609e-03 | Epoch: [62][10/483] | Time 0.493 | Data 0.076 | Loss 0.0740 | IoU 0.592 [2021-03-11 16:17:37,381][root][INFO] - Lr: 2.606e-03 | Epoch: [62][20/483] | Time 0.471 | Data 0.056 | Loss 0.0740 | IoU 0.592 [2021-03-11 16:17:41,864][root][INFO] - Lr: 2.604e-03 | Epoch: [62][30/483] | Time 0.464 | Data 0.049 | Loss 0.0740 | IoU 0.592 [2021-03-11 16:17:46,331][root][INFO] - Lr: 2.601e-03 | Epoch: [62][40/483] | Time 0.460 | Data 0.045 | Loss 0.0740 | IoU 0.592 [2021-03-11 16:17:50,824][root][INFO] - Lr: 2.598e-03 | Epoch: [62][50/483] | Time 0.458 | Data 0.043 | Loss 0.0740 | IoU 0.592 [2021-03-11 16:17:55,310][root][INFO] - Lr: 2.596e-03 | Epoch: [62][60/483] | Time 0.456 | Data 0.042 | Loss 0.0740 | IoU 0.592 [2021-03-11 16:17:59,795][root][INFO] - Lr: 2.593e-03 | Epoch: [62][70/483] | Time 0.455 | Data 0.041 | Loss 0.0739 | IoU 0.592 [2021-03-11 16:18:04,282][root][INFO] - Lr: 2.590e-03 | Epoch: [62][80/483] | Time 0.454 | Data 0.040 | Loss 0.0739 | IoU 0.592 [2021-03-11 16:18:08,762][root][INFO] - Lr: 2.588e-03 | Epoch: [62][90/483] | Time 0.454 | Data 0.039 | Loss 0.0739 | IoU 0.592 [2021-03-11 16:18:13,254][root][INFO] - Lr: 2.585e-03 | Epoch: [62][100/483] | Time 0.453 | Data 0.039 | Loss 0.0739 | IoU 0.592 [2021-03-11 16:18:17,735][root][INFO] - Lr: 2.582e-03 | Epoch: [62][110/483] | Time 0.453 | Data 0.038 | Loss 0.0739 | IoU 0.592 [2021-03-11 16:18:22,214][root][INFO] - Lr: 2.579e-03 | Epoch: [62][120/483] | Time 0.452 | Data 0.038 | Loss 0.0739 | IoU 0.592 [2021-03-11 16:18:26,698][root][INFO] - Lr: 2.577e-03 | Epoch: [62][130/483] | Time 0.452 | Data 0.038 | Loss 0.0738 | IoU 0.592 [2021-03-11 16:18:31,192][root][INFO] - Lr: 2.574e-03 | Epoch: [62][140/483] | Time 0.452 | Data 0.037 | Loss 0.0738 | IoU 0.592 [2021-03-11 16:18:35,670][root][INFO] - Lr: 2.571e-03 | Epoch: [62][150/483] | Time 0.452 | Data 0.037 | Loss 0.0738 | IoU 0.592 [2021-03-11 16:18:40,147][root][INFO] - Lr: 2.569e-03 | Epoch: [62][160/483] | Time 0.451 | Data 0.037 | Loss 0.0738 | IoU 0.592 [2021-03-11 16:18:44,631][root][INFO] - Lr: 2.566e-03 | Epoch: [62][170/483] | Time 0.451 | Data 0.037 | Loss 0.0738 | IoU 0.592 [2021-03-11 16:18:49,105][root][INFO] - Lr: 2.563e-03 | Epoch: [62][180/483] | Time 0.451 | Data 0.037 | Loss 0.0738 | IoU 0.592 [2021-03-11 16:18:53,598][root][INFO] - Lr: 2.560e-03 | Epoch: [62][190/483] | Time 0.451 | Data 0.037 | Loss 0.0737 | IoU 0.592 [2021-03-11 16:18:58,073][root][INFO] - Lr: 2.558e-03 | Epoch: [62][200/483] | Time 0.451 | Data 0.037 | Loss 0.0737 | IoU 0.592 [2021-03-11 16:19:02,555][root][INFO] - Lr: 2.555e-03 | Epoch: [62][210/483] | Time 0.451 | Data 0.036 | Loss 0.0737 | IoU 0.592 [2021-03-11 16:19:07,048][root][INFO] - Lr: 2.552e-03 | Epoch: [62][220/483] | Time 0.450 | Data 0.036 | Loss 0.0737 | IoU 0.592 [2021-03-11 16:19:11,526][root][INFO] - Lr: 2.550e-03 | Epoch: [62][230/483] | Time 0.450 | Data 0.036 | Loss 0.0737 | IoU 0.592 [2021-03-11 16:19:16,005][root][INFO] - Lr: 2.547e-03 | Epoch: [62][240/483] | Time 0.450 | Data 0.036 | Loss 0.0737 | IoU 0.592 [2021-03-11 16:19:20,489][root][INFO] - Lr: 2.544e-03 | Epoch: [62][250/483] | Time 0.450 | Data 0.036 | Loss 0.0736 | IoU 0.592 [2021-03-11 16:19:24,970][root][INFO] - Lr: 2.541e-03 | Epoch: [62][260/483] | Time 0.450 | Data 0.036 | Loss 0.0736 | IoU 0.592 [2021-03-11 16:19:29,453][root][INFO] - Lr: 2.539e-03 | Epoch: [62][270/483] | Time 0.450 | Data 0.036 | Loss 0.0736 | IoU 0.592 [2021-03-11 16:19:33,942][root][INFO] - Lr: 2.536e-03 | Epoch: [62][280/483] | Time 0.450 | Data 0.036 | Loss 0.0736 | IoU 0.592 [2021-03-11 16:19:38,416][root][INFO] - Lr: 2.533e-03 | Epoch: [62][290/483] | Time 0.450 | Data 0.036 | Loss 0.0736 | IoU 0.592 [2021-03-11 16:19:42,908][root][INFO] - Lr: 2.531e-03 | Epoch: [62][300/483] | Time 0.450 | Data 0.036 | Loss 0.0736 | IoU 0.592 [2021-03-11 16:19:47,390][root][INFO] - Lr: 2.528e-03 | Epoch: [62][310/483] | Time 0.450 | Data 0.036 | Loss 0.0736 | IoU 0.592 [2021-03-11 16:19:51,876][root][INFO] - Lr: 2.525e-03 | Epoch: [62][320/483] | Time 0.450 | Data 0.036 | Loss 0.0735 | IoU 0.592 [2021-03-11 16:19:56,370][root][INFO] - Lr: 2.522e-03 | Epoch: [62][330/483] | Time 0.450 | Data 0.036 | Loss 0.0735 | IoU 0.592 [2021-03-11 16:20:00,846][root][INFO] - Lr: 2.520e-03 | Epoch: [62][340/483] | Time 0.450 | Data 0.036 | Loss 0.0735 | IoU 0.592 [2021-03-11 16:20:05,322][root][INFO] - Lr: 2.517e-03 | Epoch: [62][350/483] | Time 0.450 | Data 0.036 | Loss 0.0735 | IoU 0.592 [2021-03-11 16:20:09,803][root][INFO] - Lr: 2.514e-03 | Epoch: [62][360/483] | Time 0.450 | Data 0.035 | Loss 0.0735 | IoU 0.592 [2021-03-11 16:20:14,287][root][INFO] - Lr: 2.512e-03 | Epoch: [62][370/483] | Time 0.450 | Data 0.035 | Loss 0.0735 | IoU 0.592 [2021-03-11 16:20:18,768][root][INFO] - Lr: 2.509e-03 | Epoch: [62][380/483] | Time 0.450 | Data 0.035 | Loss 0.0734 | IoU 0.592 [2021-03-11 16:20:23,244][root][INFO] - Lr: 2.506e-03 | Epoch: [62][390/483] | Time 0.449 | Data 0.035 | Loss 0.0734 | IoU 0.592 [2021-03-11 16:20:27,735][root][INFO] - Lr: 2.503e-03 | Epoch: [62][400/483] | Time 0.449 | Data 0.035 | Loss 0.0734 | IoU 0.592 [2021-03-11 16:20:32,238][root][INFO] - Lr: 2.501e-03 | Epoch: [62][410/483] | Time 0.450 | Data 0.035 | Loss 0.0734 | IoU 0.592 [2021-03-11 16:20:36,722][root][INFO] - Lr: 2.498e-03 | Epoch: [62][420/483] | Time 0.449 | Data 0.035 | Loss 0.0734 | IoU 0.592 [2021-03-11 16:20:41,208][root][INFO] - Lr: 2.495e-03 | Epoch: [62][430/483] | Time 0.449 | Data 0.035 | Loss 0.0734 | IoU 0.592 [2021-03-11 16:20:45,690][root][INFO] - Lr: 2.493e-03 | Epoch: [62][440/483] | Time 0.449 | Data 0.035 | Loss 0.0733 | IoU 0.592 [2021-03-11 16:20:50,171][root][INFO] - Lr: 2.490e-03 | Epoch: [62][450/483] | Time 0.449 | Data 0.035 | Loss 0.0733 | IoU 0.593 [2021-03-11 16:20:54,654][root][INFO] - Lr: 2.487e-03 | Epoch: [62][460/483] | Time 0.449 | Data 0.035 | Loss 0.0733 | IoU 0.593 [2021-03-11 16:20:59,121][root][INFO] - Lr: 2.484e-03 | Epoch: [62][470/483] | Time 0.449 | Data 0.035 | Loss 0.0733 | IoU 0.593 [2021-03-11 16:21:03,603][root][INFO] - Lr: 2.482e-03 | Epoch: [62][480/483] | Time 0.449 | Data 0.035 | Loss 0.0733 | IoU 0.593 [2021-03-11 16:21:05,503][root][INFO] - Lr: 2.481e-03 | Epoch: [63][0/483] | Time 0.935 | Data 0.497 | Loss 0.0733 | IoU 0.593 [2021-03-11 16:21:09,977][root][INFO] - Lr: 2.478e-03 | Epoch: [63][10/483] | Time 0.492 | Data 0.076 | Loss 0.0733 | IoU 0.593 [2021-03-11 16:21:14,463][root][INFO] - Lr: 2.475e-03 | Epoch: [63][20/483] | Time 0.471 | Data 0.056 | Loss 0.0732 | IoU 0.593 [2021-03-11 16:21:18,949][root][INFO] - Lr: 2.473e-03 | Epoch: [63][30/483] | Time 0.464 | Data 0.049 | Loss 0.0732 | IoU 0.593 [2021-03-11 16:21:23,428][root][INFO] - Lr: 2.470e-03 | Epoch: [63][40/483] | Time 0.460 | Data 0.045 | Loss 0.0732 | IoU 0.593 [2021-03-11 16:21:27,906][root][INFO] - Lr: 2.467e-03 | Epoch: [63][50/483] | Time 0.458 | Data 0.043 | Loss 0.0732 | IoU 0.593 [2021-03-11 16:21:32,388][root][INFO] - Lr: 2.465e-03 | Epoch: [63][60/483] | Time 0.456 | Data 0.042 | Loss 0.0732 | IoU 0.593 [2021-03-11 16:21:36,864][root][INFO] - Lr: 2.462e-03 | Epoch: [63][70/483] | Time 0.455 | Data 0.041 | Loss 0.0732 | IoU 0.593 [2021-03-11 16:21:41,341][root][INFO] - Lr: 2.459e-03 | Epoch: [63][80/483] | Time 0.454 | Data 0.040 | Loss 0.0732 | IoU 0.593 [2021-03-11 16:21:45,822][root][INFO] - Lr: 2.456e-03 | Epoch: [63][90/483] | Time 0.453 | Data 0.039 | Loss 0.0731 | IoU 0.593 [2021-03-11 16:21:50,309][root][INFO] - Lr: 2.454e-03 | Epoch: [63][100/483] | Time 0.453 | Data 0.039 | Loss 0.0731 | IoU 0.593 [2021-03-11 16:21:54,777][root][INFO] - Lr: 2.451e-03 | Epoch: [63][110/483] | Time 0.452 | Data 0.038 | Loss 0.0731 | IoU 0.593 [2021-03-11 16:21:59,278][root][INFO] - Lr: 2.448e-03 | Epoch: [63][120/483] | Time 0.452 | Data 0.038 | Loss 0.0731 | IoU 0.593 [2021-03-11 16:22:03,762][root][INFO] - Lr: 2.446e-03 | Epoch: [63][130/483] | Time 0.452 | Data 0.038 | Loss 0.0731 | IoU 0.593 [2021-03-11 16:22:08,257][root][INFO] - Lr: 2.443e-03 | Epoch: [63][140/483] | Time 0.452 | Data 0.037 | Loss 0.0731 | IoU 0.593 [2021-03-11 16:22:12,757][root][INFO] - Lr: 2.440e-03 | Epoch: [63][150/483] | Time 0.452 | Data 0.037 | Loss 0.0730 | IoU 0.593 [2021-03-11 16:22:17,240][root][INFO] - Lr: 2.437e-03 | Epoch: [63][160/483] | Time 0.451 | Data 0.037 | Loss 0.0730 | IoU 0.593 [2021-03-11 16:22:21,720][root][INFO] - Lr: 2.435e-03 | Epoch: [63][170/483] | Time 0.451 | Data 0.037 | Loss 0.0730 | IoU 0.593 [2021-03-11 16:22:26,211][root][INFO] - Lr: 2.432e-03 | Epoch: [63][180/483] | Time 0.451 | Data 0.037 | Loss 0.0730 | IoU 0.593 [2021-03-11 16:22:30,707][root][INFO] - Lr: 2.429e-03 | Epoch: [63][190/483] | Time 0.451 | Data 0.037 | Loss 0.0730 | IoU 0.593 [2021-03-11 16:22:35,189][root][INFO] - Lr: 2.426e-03 | Epoch: [63][200/483] | Time 0.451 | Data 0.037 | Loss 0.0730 | IoU 0.593 [2021-03-11 16:22:39,671][root][INFO] - Lr: 2.424e-03 | Epoch: [63][210/483] | Time 0.451 | Data 0.036 | Loss 0.0729 | IoU 0.593 [2021-03-11 16:22:44,151][root][INFO] - Lr: 2.421e-03 | Epoch: [63][220/483] | Time 0.451 | Data 0.036 | Loss 0.0729 | IoU 0.593 [2021-03-11 16:22:48,632][root][INFO] - Lr: 2.418e-03 | Epoch: [63][230/483] | Time 0.450 | Data 0.036 | Loss 0.0729 | IoU 0.593 [2021-03-11 16:22:53,117][root][INFO] - Lr: 2.416e-03 | Epoch: [63][240/483] | Time 0.450 | Data 0.036 | Loss 0.0729 | IoU 0.593 [2021-03-11 16:22:57,600][root][INFO] - Lr: 2.413e-03 | Epoch: [63][250/483] | Time 0.450 | Data 0.036 | Loss 0.0729 | IoU 0.593 [2021-03-11 16:23:02,081][root][INFO] - Lr: 2.410e-03 | Epoch: [63][260/483] | Time 0.450 | Data 0.036 | Loss 0.0729 | IoU 0.593 [2021-03-11 16:23:06,569][root][INFO] - Lr: 2.407e-03 | Epoch: [63][270/483] | Time 0.450 | Data 0.036 | Loss 0.0729 | IoU 0.593 [2021-03-11 16:23:11,058][root][INFO] - Lr: 2.405e-03 | Epoch: [63][280/483] | Time 0.450 | Data 0.036 | Loss 0.0728 | IoU 0.593 [2021-03-11 16:23:15,542][root][INFO] - Lr: 2.402e-03 | Epoch: [63][290/483] | Time 0.450 | Data 0.036 | Loss 0.0728 | IoU 0.593 [2021-03-11 16:23:20,037][root][INFO] - Lr: 2.399e-03 | Epoch: [63][300/483] | Time 0.450 | Data 0.036 | Loss 0.0728 | IoU 0.593 [2021-03-11 16:23:24,508][root][INFO] - Lr: 2.396e-03 | Epoch: [63][310/483] | Time 0.450 | Data 0.036 | Loss 0.0728 | IoU 0.593 [2021-03-11 16:23:28,990][root][INFO] - Lr: 2.394e-03 | Epoch: [63][320/483] | Time 0.450 | Data 0.036 | Loss 0.0728 | IoU 0.593 [2021-03-11 16:23:33,482][root][INFO] - Lr: 2.391e-03 | Epoch: [63][330/483] | Time 0.450 | Data 0.036 | Loss 0.0728 | IoU 0.593 [2021-03-11 16:23:37,959][root][INFO] - Lr: 2.388e-03 | Epoch: [63][340/483] | Time 0.450 | Data 0.036 | Loss 0.0727 | IoU 0.593 [2021-03-11 16:23:42,456][root][INFO] - Lr: 2.386e-03 | Epoch: [63][350/483] | Time 0.450 | Data 0.036 | Loss 0.0727 | IoU 0.593 [2021-03-11 16:23:46,948][root][INFO] - Lr: 2.383e-03 | Epoch: [63][360/483] | Time 0.450 | Data 0.036 | Loss 0.0727 | IoU 0.593 [2021-03-11 16:23:51,430][root][INFO] - Lr: 2.380e-03 | Epoch: [63][370/483] | Time 0.450 | Data 0.035 | Loss 0.0727 | IoU 0.593 [2021-03-11 16:23:55,916][root][INFO] - Lr: 2.377e-03 | Epoch: [63][380/483] | Time 0.450 | Data 0.035 | Loss 0.0727 | IoU 0.593 [2021-03-11 16:24:00,402][root][INFO] - Lr: 2.375e-03 | Epoch: [63][390/483] | Time 0.450 | Data 0.035 | Loss 0.0727 | IoU 0.593 [2021-03-11 16:24:04,896][root][INFO] - Lr: 2.372e-03 | Epoch: [63][400/483] | Time 0.450 | Data 0.035 | Loss 0.0727 | IoU 0.593 [2021-03-11 16:24:09,384][root][INFO] - Lr: 2.369e-03 | Epoch: [63][410/483] | Time 0.450 | Data 0.035 | Loss 0.0726 | IoU 0.593 [2021-03-11 16:24:13,873][root][INFO] - Lr: 2.366e-03 | Epoch: [63][420/483] | Time 0.450 | Data 0.035 | Loss 0.0726 | IoU 0.593 [2021-03-11 16:24:18,365][root][INFO] - Lr: 2.364e-03 | Epoch: [63][430/483] | Time 0.450 | Data 0.035 | Loss 0.0726 | IoU 0.593 [2021-03-11 16:24:22,864][root][INFO] - Lr: 2.361e-03 | Epoch: [63][440/483] | Time 0.450 | Data 0.035 | Loss 0.0726 | IoU 0.593 [2021-03-11 16:24:27,345][root][INFO] - Lr: 2.358e-03 | Epoch: [63][450/483] | Time 0.450 | Data 0.035 | Loss 0.0726 | IoU 0.593 [2021-03-11 16:24:31,835][root][INFO] - Lr: 2.355e-03 | Epoch: [63][460/483] | Time 0.450 | Data 0.035 | Loss 0.0726 | IoU 0.593 [2021-03-11 16:24:36,314][root][INFO] - Lr: 2.353e-03 | Epoch: [63][470/483] | Time 0.450 | Data 0.035 | Loss 0.0725 | IoU 0.593 [2021-03-11 16:24:40,795][root][INFO] - Lr: 2.350e-03 | Epoch: [63][480/483] | Time 0.450 | Data 0.035 | Loss 0.0725 | IoU 0.593 [2021-03-11 16:24:42,720][root][INFO] - Lr: 2.349e-03 | Epoch: [64][0/483] | Time 0.947 | Data 0.517 | Loss 0.0725 | IoU 0.593 [2021-03-11 16:24:47,197][root][INFO] - Lr: 2.346e-03 | Epoch: [64][10/483] | Time 0.493 | Data 0.078 | Loss 0.0725 | IoU 0.593 [2021-03-11 16:24:51,684][root][INFO] - Lr: 2.344e-03 | Epoch: [64][20/483] | Time 0.472 | Data 0.057 | Loss 0.0725 | IoU 0.593 [2021-03-11 16:24:56,164][root][INFO] - Lr: 2.341e-03 | Epoch: [64][30/483] | Time 0.464 | Data 0.050 | Loss 0.0725 | IoU 0.593 [2021-03-11 16:25:00,638][root][INFO] - Lr: 2.338e-03 | Epoch: [64][40/483] | Time 0.460 | Data 0.046 | Loss 0.0725 | IoU 0.593 [2021-03-11 16:25:05,121][root][INFO] - Lr: 2.335e-03 | Epoch: [64][50/483] | Time 0.458 | Data 0.044 | Loss 0.0725 | IoU 0.593 [2021-03-11 16:25:09,600][root][INFO] - Lr: 2.333e-03 | Epoch: [64][60/483] | Time 0.456 | Data 0.042 | Loss 0.0724 | IoU 0.593 [2021-03-11 16:25:14,087][root][INFO] - Lr: 2.330e-03 | Epoch: [64][70/483] | Time 0.455 | Data 0.041 | Loss 0.0724 | IoU 0.593 [2021-03-11 16:25:18,572][root][INFO] - Lr: 2.327e-03 | Epoch: [64][80/483] | Time 0.454 | Data 0.040 | Loss 0.0724 | IoU 0.593 [2021-03-11 16:25:23,073][root][INFO] - Lr: 2.325e-03 | Epoch: [64][90/483] | Time 0.454 | Data 0.040 | Loss 0.0724 | IoU 0.593 [2021-03-11 16:25:27,565][root][INFO] - Lr: 2.322e-03 | Epoch: [64][100/483] | Time 0.453 | Data 0.039 | Loss 0.0724 | IoU 0.593 [2021-03-11 16:25:32,059][root][INFO] - Lr: 2.319e-03 | Epoch: [64][110/483] | Time 0.453 | Data 0.039 | Loss 0.0724 | IoU 0.593 [2021-03-11 16:25:36,535][root][INFO] - Lr: 2.316e-03 | Epoch: [64][120/483] | Time 0.453 | Data 0.038 | Loss 0.0723 | IoU 0.593 [2021-03-11 16:25:42,334][root][INFO] - Lr: 2.314e-03 | Epoch: [64][130/483] | Time 0.462 | Data 0.038 | Loss 0.0723 | IoU 0.593 [2021-03-11 16:25:46,810][root][INFO] - Lr: 2.311e-03 | Epoch: [64][140/483] | Time 0.461 | Data 0.038 | Loss 0.0723 | IoU 0.593 [2021-03-11 16:25:51,297][root][INFO] - Lr: 2.308e-03 | Epoch: [64][150/483] | Time 0.460 | Data 0.038 | Loss 0.0723 | IoU 0.593 [2021-03-11 16:25:55,788][root][INFO] - Lr: 2.305e-03 | Epoch: [64][160/483] | Time 0.460 | Data 0.038 | Loss 0.0723 | IoU 0.593 [2021-03-11 16:26:00,269][root][INFO] - Lr: 2.303e-03 | Epoch: [64][170/483] | Time 0.459 | Data 0.037 | Loss 0.0723 | IoU 0.593 [2021-03-11 16:26:04,747][root][INFO] - Lr: 2.300e-03 | Epoch: [64][180/483] | Time 0.458 | Data 0.037 | Loss 0.0723 | IoU 0.593 [2021-03-11 16:26:09,244][root][INFO] - Lr: 2.297e-03 | Epoch: [64][190/483] | Time 0.458 | Data 0.037 | Loss 0.0722 | IoU 0.593 [2021-03-11 16:26:13,734][root][INFO] - Lr: 2.294e-03 | Epoch: [64][200/483] | Time 0.458 | Data 0.037 | Loss 0.0722 | IoU 0.593 [2021-03-11 16:26:18,212][root][INFO] - Lr: 2.292e-03 | Epoch: [64][210/483] | Time 0.457 | Data 0.037 | Loss 0.0722 | IoU 0.593 [2021-03-11 16:26:22,692][root][INFO] - Lr: 2.289e-03 | Epoch: [64][220/483] | Time 0.457 | Data 0.037 | Loss 0.0722 | IoU 0.593 [2021-03-11 16:26:27,178][root][INFO] - Lr: 2.286e-03 | Epoch: [64][230/483] | Time 0.456 | Data 0.037 | Loss 0.0722 | IoU 0.593 [2021-03-11 16:26:31,667][root][INFO] - Lr: 2.283e-03 | Epoch: [64][240/483] | Time 0.456 | Data 0.037 | Loss 0.0722 | IoU 0.593 [2021-03-11 16:26:36,161][root][INFO] - Lr: 2.281e-03 | Epoch: [64][250/483] | Time 0.456 | Data 0.036 | Loss 0.0721 | IoU 0.593 [2021-03-11 16:26:40,646][root][INFO] - Lr: 2.278e-03 | Epoch: [64][260/483] | Time 0.455 | Data 0.036 | Loss 0.0721 | IoU 0.593 [2021-03-11 16:26:45,146][root][INFO] - Lr: 2.275e-03 | Epoch: [64][270/483] | Time 0.455 | Data 0.036 | Loss 0.0721 | IoU 0.593 [2021-03-11 16:26:49,630][root][INFO] - Lr: 2.272e-03 | Epoch: [64][280/483] | Time 0.455 | Data 0.036 | Loss 0.0721 | IoU 0.593 [2021-03-11 16:26:54,107][root][INFO] - Lr: 2.270e-03 | Epoch: [64][290/483] | Time 0.455 | Data 0.036 | Loss 0.0721 | IoU 0.593 [2021-03-11 16:26:58,586][root][INFO] - Lr: 2.267e-03 | Epoch: [64][300/483] | Time 0.455 | Data 0.036 | Loss 0.0721 | IoU 0.593 [2021-03-11 16:27:03,079][root][INFO] - Lr: 2.264e-03 | Epoch: [64][310/483] | Time 0.454 | Data 0.036 | Loss 0.0721 | IoU 0.593 [2021-03-11 16:27:07,568][root][INFO] - Lr: 2.261e-03 | Epoch: [64][320/483] | Time 0.454 | Data 0.036 | Loss 0.0720 | IoU 0.593 [2021-03-11 16:27:12,042][root][INFO] - Lr: 2.259e-03 | Epoch: [64][330/483] | Time 0.454 | Data 0.036 | Loss 0.0720 | IoU 0.593 [2021-03-11 16:27:16,521][root][INFO] - Lr: 2.256e-03 | Epoch: [64][340/483] | Time 0.454 | Data 0.036 | Loss 0.0720 | IoU 0.593 [2021-03-11 16:27:20,998][root][INFO] - Lr: 2.253e-03 | Epoch: [64][350/483] | Time 0.454 | Data 0.036 | Loss 0.0720 | IoU 0.593 [2021-03-11 16:27:25,491][root][INFO] - Lr: 2.250e-03 | Epoch: [64][360/483] | Time 0.454 | Data 0.036 | Loss 0.0720 | IoU 0.593 [2021-03-11 16:27:29,978][root][INFO] - Lr: 2.248e-03 | Epoch: [64][370/483] | Time 0.453 | Data 0.036 | Loss 0.0720 | IoU 0.593 [2021-03-11 16:27:34,452][root][INFO] - Lr: 2.245e-03 | Epoch: [64][380/483] | Time 0.453 | Data 0.036 | Loss 0.0720 | IoU 0.593 [2021-03-11 16:27:38,939][root][INFO] - Lr: 2.242e-03 | Epoch: [64][390/483] | Time 0.453 | Data 0.036 | Loss 0.0719 | IoU 0.593 [2021-03-11 16:27:43,448][root][INFO] - Lr: 2.239e-03 | Epoch: [64][400/483] | Time 0.453 | Data 0.036 | Loss 0.0719 | IoU 0.593 [2021-03-11 16:27:47,935][root][INFO] - Lr: 2.237e-03 | Epoch: [64][410/483] | Time 0.453 | Data 0.036 | Loss 0.0719 | IoU 0.593 [2021-03-11 16:27:52,418][root][INFO] - Lr: 2.234e-03 | Epoch: [64][420/483] | Time 0.453 | Data 0.036 | Loss 0.0719 | IoU 0.593 [2021-03-11 16:27:56,903][root][INFO] - Lr: 2.231e-03 | Epoch: [64][430/483] | Time 0.453 | Data 0.036 | Loss 0.0719 | IoU 0.593 [2021-03-11 16:28:01,378][root][INFO] - Lr: 2.228e-03 | Epoch: [64][440/483] | Time 0.453 | Data 0.036 | Loss 0.0719 | IoU 0.593 [2021-03-11 16:28:05,867][root][INFO] - Lr: 2.226e-03 | Epoch: [64][450/483] | Time 0.453 | Data 0.036 | Loss 0.0718 | IoU 0.593 [2021-03-11 16:28:10,357][root][INFO] - Lr: 2.223e-03 | Epoch: [64][460/483] | Time 0.452 | Data 0.035 | Loss 0.0718 | IoU 0.593 [2021-03-11 16:28:14,852][root][INFO] - Lr: 2.220e-03 | Epoch: [64][470/483] | Time 0.452 | Data 0.035 | Loss 0.0718 | IoU 0.593 [2021-03-11 16:28:19,337][root][INFO] - Lr: 2.217e-03 | Epoch: [64][480/483] | Time 0.452 | Data 0.035 | Loss 0.0718 | IoU 0.593 [2021-03-11 16:28:21,406][root][INFO] - Lr: 2.217e-03 | Epoch: [65][0/483] | Time 1.079 | Data 0.644 | Loss 0.0718 | IoU 0.593 [2021-03-11 16:28:25,876][root][INFO] - Lr: 2.214e-03 | Epoch: [65][10/483] | Time 0.504 | Data 0.089 | Loss 0.0718 | IoU 0.593 [2021-03-11 16:28:30,368][root][INFO] - Lr: 2.211e-03 | Epoch: [65][20/483] | Time 0.478 | Data 0.063 | Loss 0.0718 | IoU 0.593 [2021-03-11 16:28:34,855][root][INFO] - Lr: 2.208e-03 | Epoch: [65][30/483] | Time 0.469 | Data 0.054 | Loss 0.0717 | IoU 0.593 [2021-03-11 16:28:39,348][root][INFO] - Lr: 2.206e-03 | Epoch: [65][40/483] | Time 0.464 | Data 0.049 | Loss 0.0717 | IoU 0.593 [2021-03-11 16:28:43,837][root][INFO] - Lr: 2.203e-03 | Epoch: [65][50/483] | Time 0.461 | Data 0.046 | Loss 0.0717 | IoU 0.593 [2021-03-11 16:28:48,328][root][INFO] - Lr: 2.200e-03 | Epoch: [65][60/483] | Time 0.459 | Data 0.044 | Loss 0.0717 | IoU 0.593 [2021-03-11 16:28:52,818][root][INFO] - Lr: 2.197e-03 | Epoch: [65][70/483] | Time 0.458 | Data 0.043 | Loss 0.0717 | IoU 0.593 [2021-03-11 16:28:57,305][root][INFO] - Lr: 2.195e-03 | Epoch: [65][80/483] | Time 0.457 | Data 0.042 | Loss 0.0717 | IoU 0.593 [2021-03-11 16:29:01,817][root][INFO] - Lr: 2.192e-03 | Epoch: [65][90/483] | Time 0.456 | Data 0.041 | Loss 0.0717 | IoU 0.593 [2021-03-11 16:29:06,315][root][INFO] - Lr: 2.189e-03 | Epoch: [65][100/483] | Time 0.455 | Data 0.040 | Loss 0.0716 | IoU 0.594 [2021-03-11 16:29:10,802][root][INFO] - Lr: 2.186e-03 | Epoch: [65][110/483] | Time 0.455 | Data 0.040 | Loss 0.0716 | IoU 0.594 [2021-03-11 16:29:15,284][root][INFO] - Lr: 2.184e-03 | Epoch: [65][120/483] | Time 0.454 | Data 0.039 | Loss 0.0716 | IoU 0.594 [2021-03-11 16:29:19,774][root][INFO] - Lr: 2.181e-03 | Epoch: [65][130/483] | Time 0.454 | Data 0.039 | Loss 0.0716 | IoU 0.594 [2021-03-11 16:29:24,260][root][INFO] - Lr: 2.178e-03 | Epoch: [65][140/483] | Time 0.453 | Data 0.039 | Loss 0.0716 | IoU 0.594 [2021-03-11 16:29:28,750][root][INFO] - Lr: 2.175e-03 | Epoch: [65][150/483] | Time 0.453 | Data 0.038 | Loss 0.0716 | IoU 0.594 [2021-03-11 16:29:33,253][root][INFO] - Lr: 2.173e-03 | Epoch: [65][160/483] | Time 0.453 | Data 0.038 | Loss 0.0716 | IoU 0.594 [2021-03-11 16:29:37,748][root][INFO] - Lr: 2.170e-03 | Epoch: [65][170/483] | Time 0.453 | Data 0.038 | Loss 0.0715 | IoU 0.594 [2021-03-11 16:29:42,234][root][INFO] - Lr: 2.167e-03 | Epoch: [65][180/483] | Time 0.453 | Data 0.038 | Loss 0.0715 | IoU 0.594 [2021-03-11 16:29:46,713][root][INFO] - Lr: 2.164e-03 | Epoch: [65][190/483] | Time 0.452 | Data 0.038 | Loss 0.0715 | IoU 0.594 [2021-03-11 16:29:51,196][root][INFO] - Lr: 2.161e-03 | Epoch: [65][200/483] | Time 0.452 | Data 0.037 | Loss 0.0715 | IoU 0.594 [2021-03-11 16:29:55,695][root][INFO] - Lr: 2.159e-03 | Epoch: [65][210/483] | Time 0.452 | Data 0.037 | Loss 0.0715 | IoU 0.594 [2021-03-11 16:30:00,196][root][INFO] - Lr: 2.156e-03 | Epoch: [65][220/483] | Time 0.452 | Data 0.037 | Loss 0.0715 | IoU 0.594 [2021-03-11 16:30:04,687][root][INFO] - Lr: 2.153e-03 | Epoch: [65][230/483] | Time 0.452 | Data 0.037 | Loss 0.0715 | IoU 0.594 [2021-03-11 16:30:09,172][root][INFO] - Lr: 2.150e-03 | Epoch: [65][240/483] | Time 0.452 | Data 0.037 | Loss 0.0714 | IoU 0.594 [2021-03-11 16:30:13,658][root][INFO] - Lr: 2.148e-03 | Epoch: [65][250/483] | Time 0.452 | Data 0.037 | Loss 0.0714 | IoU 0.594 [2021-03-11 16:30:18,133][root][INFO] - Lr: 2.145e-03 | Epoch: [65][260/483] | Time 0.451 | Data 0.037 | Loss 0.0714 | IoU 0.594 [2021-03-11 16:30:22,622][root][INFO] - Lr: 2.142e-03 | Epoch: [65][270/483] | Time 0.451 | Data 0.037 | Loss 0.0714 | IoU 0.594 [2021-03-11 16:30:27,109][root][INFO] - Lr: 2.139e-03 | Epoch: [65][280/483] | Time 0.451 | Data 0.037 | Loss 0.0714 | IoU 0.594 [2021-03-11 16:30:31,605][root][INFO] - Lr: 2.137e-03 | Epoch: [65][290/483] | Time 0.451 | Data 0.036 | Loss 0.0714 | IoU 0.594 [2021-03-11 16:30:36,097][root][INFO] - Lr: 2.134e-03 | Epoch: [65][300/483] | Time 0.451 | Data 0.036 | Loss 0.0713 | IoU 0.594 [2021-03-11 16:30:40,581][root][INFO] - Lr: 2.131e-03 | Epoch: [65][310/483] | Time 0.451 | Data 0.036 | Loss 0.0713 | IoU 0.594 [2021-03-11 16:30:45,072][root][INFO] - Lr: 2.128e-03 | Epoch: [65][320/483] | Time 0.451 | Data 0.036 | Loss 0.0713 | IoU 0.594 [2021-03-11 16:30:49,566][root][INFO] - Lr: 2.126e-03 | Epoch: [65][330/483] | Time 0.451 | Data 0.036 | Loss 0.0713 | IoU 0.594 [2021-03-11 16:30:54,064][root][INFO] - Lr: 2.123e-03 | Epoch: [65][340/483] | Time 0.451 | Data 0.036 | Loss 0.0713 | IoU 0.594 [2021-03-11 16:30:58,557][root][INFO] - Lr: 2.120e-03 | Epoch: [65][350/483] | Time 0.451 | Data 0.036 | Loss 0.0713 | IoU 0.594 [2021-03-11 16:31:03,037][root][INFO] - Lr: 2.117e-03 | Epoch: [65][360/483] | Time 0.451 | Data 0.036 | Loss 0.0713 | IoU 0.594 [2021-03-11 16:31:07,532][root][INFO] - Lr: 2.114e-03 | Epoch: [65][370/483] | Time 0.451 | Data 0.036 | Loss 0.0712 | IoU 0.594 [2021-03-11 16:31:12,007][root][INFO] - Lr: 2.112e-03 | Epoch: [65][380/483] | Time 0.451 | Data 0.036 | Loss 0.0712 | IoU 0.594 [2021-03-11 16:31:16,488][root][INFO] - Lr: 2.109e-03 | Epoch: [65][390/483] | Time 0.451 | Data 0.036 | Loss 0.0712 | IoU 0.594 [2021-03-11 16:31:20,972][root][INFO] - Lr: 2.106e-03 | Epoch: [65][400/483] | Time 0.450 | Data 0.036 | Loss 0.0712 | IoU 0.594 [2021-03-11 16:31:25,447][root][INFO] - Lr: 2.103e-03 | Epoch: [65][410/483] | Time 0.450 | Data 0.036 | Loss 0.0712 | IoU 0.594 [2021-03-11 16:31:29,935][root][INFO] - Lr: 2.101e-03 | Epoch: [65][420/483] | Time 0.450 | Data 0.036 | Loss 0.0712 | IoU 0.594 [2021-03-11 16:31:34,413][root][INFO] - Lr: 2.098e-03 | Epoch: [65][430/483] | Time 0.450 | Data 0.036 | Loss 0.0712 | IoU 0.594 [2021-03-11 16:31:38,896][root][INFO] - Lr: 2.095e-03 | Epoch: [65][440/483] | Time 0.450 | Data 0.036 | Loss 0.0711 | IoU 0.594 [2021-03-11 16:31:43,390][root][INFO] - Lr: 2.092e-03 | Epoch: [65][450/483] | Time 0.450 | Data 0.036 | Loss 0.0711 | IoU 0.594 [2021-03-11 16:31:47,895][root][INFO] - Lr: 2.090e-03 | Epoch: [65][460/483] | Time 0.450 | Data 0.036 | Loss 0.0711 | IoU 0.594 [2021-03-11 16:31:52,386][root][INFO] - Lr: 2.087e-03 | Epoch: [65][470/483] | Time 0.450 | Data 0.036 | Loss 0.0711 | IoU 0.594 [2021-03-11 16:31:56,874][root][INFO] - Lr: 2.084e-03 | Epoch: [65][480/483] | Time 0.450 | Data 0.036 | Loss 0.0711 | IoU 0.594 [2021-03-11 16:31:58,337][root][INFO] - 0/680 [2021-03-11 16:31:58,588][root][INFO] - 1/680 [2021-03-11 16:31:58,788][root][INFO] - 2/680 [2021-03-11 16:31:58,992][root][INFO] - 3/680 [2021-03-11 16:31:59,191][root][INFO] - 4/680 [2021-03-11 16:31:59,395][root][INFO] - 5/680 [2021-03-11 16:31:59,595][root][INFO] - 6/680 [2021-03-11 16:31:59,793][root][INFO] - 7/680 [2021-03-11 16:31:59,991][root][INFO] - 8/680 [2021-03-11 16:32:00,187][root][INFO] - 9/680 [2021-03-11 16:32:00,384][root][INFO] - 10/680 [2021-03-11 16:32:00,582][root][INFO] - 11/680 [2021-03-11 16:32:00,780][root][INFO] - 12/680 [2021-03-11 16:32:00,978][root][INFO] - 13/680 [2021-03-11 16:32:01,169][root][INFO] - 14/680 [2021-03-11 16:32:01,365][root][INFO] - 15/680 [2021-03-11 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16:34:07,101][root][INFO] - 658/680 [2021-03-11 16:34:07,295][root][INFO] - 659/680 [2021-03-11 16:34:07,488][root][INFO] - 660/680 [2021-03-11 16:34:07,678][root][INFO] - 661/680 [2021-03-11 16:34:07,876][root][INFO] - 662/680 [2021-03-11 16:34:08,074][root][INFO] - 663/680 [2021-03-11 16:34:08,272][root][INFO] - 664/680 [2021-03-11 16:34:08,470][root][INFO] - 665/680 [2021-03-11 16:34:08,667][root][INFO] - 666/680 [2021-03-11 16:34:08,864][root][INFO] - 667/680 [2021-03-11 16:34:09,061][root][INFO] - 668/680 [2021-03-11 16:34:09,258][root][INFO] - 669/680 [2021-03-11 16:34:09,441][root][INFO] - 670/680 [2021-03-11 16:34:09,640][root][INFO] - 671/680 [2021-03-11 16:34:09,823][root][INFO] - 672/680 [2021-03-11 16:34:10,005][root][INFO] - 673/680 [2021-03-11 16:34:10,188][root][INFO] - 674/680 [2021-03-11 16:34:10,370][root][INFO] - 675/680 [2021-03-11 16:34:10,552][root][INFO] - 676/680 [2021-03-11 16:34:10,733][root][INFO] - 677/680 [2021-03-11 16:34:10,914][root][INFO] - 678/680 [2021-03-11 16:34:11,096][root][INFO] - 679/680 [2021-03-11 16:34:11,301][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.3407 IoU avg 0.506 [2021-03-11 16:34:12,353][root][INFO] - Lr: 2.083e-03 | Epoch: [66][0/483] | Time 0.997 | Data 0.539 | Loss 0.0711 | IoU 0.594 [2021-03-11 16:34:16,828][root][INFO] - Lr: 2.080e-03 | Epoch: [66][10/483] | Time 0.497 | Data 0.080 | Loss 0.0711 | IoU 0.594 [2021-03-11 16:34:21,310][root][INFO] - Lr: 2.078e-03 | Epoch: [66][20/483] | Time 0.474 | Data 0.058 | Loss 0.0711 | IoU 0.594 [2021-03-11 16:34:25,769][root][INFO] - Lr: 2.075e-03 | Epoch: [66][30/483] | Time 0.465 | Data 0.051 | Loss 0.0710 | IoU 0.594 [2021-03-11 16:34:30,250][root][INFO] - Lr: 2.072e-03 | Epoch: [66][40/483] | Time 0.461 | Data 0.047 | Loss 0.0710 | IoU 0.594 [2021-03-11 16:34:34,714][root][INFO] - Lr: 2.069e-03 | Epoch: [66][50/483] | Time 0.458 | Data 0.044 | Loss 0.0710 | IoU 0.594 [2021-03-11 16:34:39,193][root][INFO] - Lr: 2.067e-03 | Epoch: [66][60/483] | Time 0.456 | Data 0.042 | Loss 0.0710 | IoU 0.594 [2021-03-11 16:34:43,672][root][INFO] - Lr: 2.064e-03 | Epoch: [66][70/483] | Time 0.455 | Data 0.041 | Loss 0.0710 | IoU 0.594 [2021-03-11 16:34:48,150][root][INFO] - Lr: 2.061e-03 | Epoch: [66][80/483] | Time 0.454 | Data 0.040 | Loss 0.0710 | IoU 0.594 [2021-03-11 16:34:52,642][root][INFO] - Lr: 2.058e-03 | Epoch: [66][90/483] | Time 0.454 | Data 0.040 | Loss 0.0710 | IoU 0.594 [2021-03-11 16:34:57,122][root][INFO] - Lr: 2.055e-03 | Epoch: [66][100/483] | Time 0.453 | Data 0.039 | Loss 0.0709 | IoU 0.594 [2021-03-11 16:35:01,608][root][INFO] - Lr: 2.053e-03 | Epoch: [66][110/483] | Time 0.453 | Data 0.039 | Loss 0.0709 | IoU 0.594 [2021-03-11 16:35:06,090][root][INFO] - Lr: 2.050e-03 | Epoch: [66][120/483] | Time 0.452 | Data 0.038 | Loss 0.0709 | IoU 0.594 [2021-03-11 16:35:10,566][root][INFO] - Lr: 2.047e-03 | Epoch: [66][130/483] | Time 0.452 | Data 0.038 | Loss 0.0709 | IoU 0.594 [2021-03-11 16:35:15,050][root][INFO] - Lr: 2.044e-03 | Epoch: [66][140/483] | Time 0.452 | Data 0.038 | Loss 0.0709 | IoU 0.594 [2021-03-11 16:35:19,535][root][INFO] - Lr: 2.042e-03 | Epoch: [66][150/483] | Time 0.452 | Data 0.038 | Loss 0.0709 | IoU 0.594 [2021-03-11 16:35:24,017][root][INFO] - Lr: 2.039e-03 | Epoch: [66][160/483] | Time 0.451 | Data 0.037 | Loss 0.0709 | IoU 0.594 [2021-03-11 16:35:28,498][root][INFO] - Lr: 2.036e-03 | Epoch: [66][170/483] | Time 0.451 | Data 0.037 | Loss 0.0708 | IoU 0.594 [2021-03-11 16:35:32,966][root][INFO] - Lr: 2.033e-03 | Epoch: [66][180/483] | Time 0.451 | Data 0.037 | Loss 0.0708 | IoU 0.594 [2021-03-11 16:35:37,450][root][INFO] - Lr: 2.030e-03 | Epoch: [66][190/483] | Time 0.451 | Data 0.037 | Loss 0.0708 | IoU 0.594 [2021-03-11 16:35:41,935][root][INFO] - Lr: 2.028e-03 | Epoch: [66][200/483] | Time 0.451 | Data 0.037 | Loss 0.0708 | IoU 0.594 [2021-03-11 16:35:46,421][root][INFO] - Lr: 2.025e-03 | Epoch: [66][210/483] | Time 0.451 | Data 0.037 | Loss 0.0708 | IoU 0.594 [2021-03-11 16:35:50,902][root][INFO] - Lr: 2.022e-03 | Epoch: [66][220/483] | Time 0.450 | Data 0.037 | Loss 0.0708 | IoU 0.594 [2021-03-11 16:35:55,387][root][INFO] - Lr: 2.019e-03 | Epoch: [66][230/483] | Time 0.450 | Data 0.036 | Loss 0.0707 | IoU 0.594 [2021-03-11 16:35:59,876][root][INFO] - Lr: 2.017e-03 | Epoch: [66][240/483] | Time 0.450 | Data 0.036 | Loss 0.0707 | IoU 0.594 [2021-03-11 16:36:04,357][root][INFO] - Lr: 2.014e-03 | Epoch: [66][250/483] | Time 0.450 | Data 0.036 | Loss 0.0707 | IoU 0.594 [2021-03-11 16:36:08,839][root][INFO] - Lr: 2.011e-03 | Epoch: [66][260/483] | Time 0.450 | Data 0.036 | Loss 0.0707 | IoU 0.594 [2021-03-11 16:36:13,318][root][INFO] - Lr: 2.008e-03 | Epoch: [66][270/483] | Time 0.450 | Data 0.036 | Loss 0.0707 | IoU 0.594 [2021-03-11 16:36:17,799][root][INFO] - Lr: 2.005e-03 | Epoch: [66][280/483] | Time 0.450 | Data 0.036 | Loss 0.0707 | IoU 0.594 [2021-03-11 16:36:22,289][root][INFO] - Lr: 2.003e-03 | Epoch: [66][290/483] | Time 0.450 | Data 0.036 | Loss 0.0707 | IoU 0.594 [2021-03-11 16:36:26,763][root][INFO] - Lr: 2.000e-03 | Epoch: [66][300/483] | Time 0.450 | Data 0.036 | Loss 0.0706 | IoU 0.594 [2021-03-11 16:36:31,245][root][INFO] - Lr: 1.997e-03 | Epoch: [66][310/483] | Time 0.450 | Data 0.036 | Loss 0.0706 | IoU 0.594 [2021-03-11 16:36:35,728][root][INFO] - Lr: 1.994e-03 | Epoch: [66][320/483] | Time 0.450 | Data 0.036 | Loss 0.0706 | IoU 0.594 [2021-03-11 16:36:40,215][root][INFO] - Lr: 1.991e-03 | Epoch: [66][330/483] | Time 0.450 | Data 0.036 | Loss 0.0706 | IoU 0.594 [2021-03-11 16:36:44,707][root][INFO] - Lr: 1.989e-03 | Epoch: [66][340/483] | Time 0.450 | Data 0.036 | Loss 0.0706 | IoU 0.594 [2021-03-11 16:36:49,185][root][INFO] - Lr: 1.986e-03 | Epoch: [66][350/483] | Time 0.450 | Data 0.036 | Loss 0.0706 | IoU 0.594 [2021-03-11 16:36:53,667][root][INFO] - Lr: 1.983e-03 | Epoch: [66][360/483] | Time 0.450 | Data 0.036 | Loss 0.0706 | IoU 0.594 [2021-03-11 16:36:58,166][root][INFO] - Lr: 1.980e-03 | Epoch: [66][370/483] | Time 0.450 | Data 0.036 | Loss 0.0706 | IoU 0.594 [2021-03-11 16:37:02,650][root][INFO] - Lr: 1.978e-03 | Epoch: [66][380/483] | Time 0.450 | Data 0.036 | Loss 0.0705 | IoU 0.594 [2021-03-11 16:37:07,129][root][INFO] - Lr: 1.975e-03 | Epoch: [66][390/483] | Time 0.450 | Data 0.036 | Loss 0.0705 | IoU 0.594 [2021-03-11 16:37:11,619][root][INFO] - Lr: 1.972e-03 | Epoch: [66][400/483] | Time 0.450 | Data 0.035 | Loss 0.0705 | IoU 0.594 [2021-03-11 16:37:16,099][root][INFO] - Lr: 1.969e-03 | Epoch: [66][410/483] | Time 0.449 | Data 0.035 | Loss 0.0705 | IoU 0.594 [2021-03-11 16:37:20,580][root][INFO] - Lr: 1.966e-03 | Epoch: [66][420/483] | Time 0.449 | Data 0.035 | Loss 0.0705 | IoU 0.594 [2021-03-11 16:37:25,068][root][INFO] - Lr: 1.964e-03 | Epoch: [66][430/483] | Time 0.449 | Data 0.035 | Loss 0.0705 | IoU 0.594 [2021-03-11 16:37:29,548][root][INFO] - Lr: 1.961e-03 | Epoch: [66][440/483] | Time 0.449 | Data 0.035 | Loss 0.0705 | IoU 0.594 [2021-03-11 16:37:34,033][root][INFO] - Lr: 1.958e-03 | Epoch: [66][450/483] | Time 0.449 | Data 0.035 | Loss 0.0704 | IoU 0.594 [2021-03-11 16:37:38,525][root][INFO] - Lr: 1.955e-03 | Epoch: [66][460/483] | Time 0.449 | Data 0.035 | Loss 0.0704 | IoU 0.594 [2021-03-11 16:37:43,005][root][INFO] - Lr: 1.952e-03 | Epoch: [66][470/483] | Time 0.449 | Data 0.035 | Loss 0.0704 | IoU 0.594 [2021-03-11 16:37:47,472][root][INFO] - Lr: 1.950e-03 | Epoch: [66][480/483] | Time 0.449 | Data 0.035 | Loss 0.0704 | IoU 0.594 [2021-03-11 16:37:49,416][root][INFO] - Lr: 1.949e-03 | Epoch: [67][0/483] | Time 0.975 | Data 0.509 | Loss 0.0704 | IoU 0.594 [2021-03-11 16:37:53,908][root][INFO] - Lr: 1.946e-03 | Epoch: [67][10/483] | Time 0.497 | Data 0.078 | Loss 0.0704 | IoU 0.594 [2021-03-11 16:37:58,392][root][INFO] - Lr: 1.943e-03 | Epoch: [67][20/483] | Time 0.474 | Data 0.057 | Loss 0.0704 | IoU 0.594 [2021-03-11 16:38:02,867][root][INFO] - Lr: 1.940e-03 | Epoch: [67][30/483] | Time 0.465 | Data 0.050 | Loss 0.0703 | IoU 0.594 [2021-03-11 16:38:07,349][root][INFO] - Lr: 1.938e-03 | Epoch: [67][40/483] | Time 0.461 | Data 0.046 | Loss 0.0703 | IoU 0.594 [2021-03-11 16:38:11,825][root][INFO] - Lr: 1.935e-03 | Epoch: [67][50/483] | Time 0.459 | Data 0.044 | Loss 0.0703 | IoU 0.594 [2021-03-11 16:38:16,308][root][INFO] - Lr: 1.932e-03 | Epoch: [67][60/483] | Time 0.457 | Data 0.042 | Loss 0.0703 | IoU 0.594 [2021-03-11 16:38:20,792][root][INFO] - Lr: 1.929e-03 | Epoch: [67][70/483] | Time 0.456 | Data 0.041 | Loss 0.0703 | IoU 0.594 [2021-03-11 16:38:25,278][root][INFO] - Lr: 1.926e-03 | Epoch: [67][80/483] | Time 0.455 | Data 0.040 | Loss 0.0703 | IoU 0.594 [2021-03-11 16:38:29,754][root][INFO] - Lr: 1.924e-03 | Epoch: [67][90/483] | Time 0.454 | Data 0.040 | Loss 0.0703 | IoU 0.594 [2021-03-11 16:38:34,239][root][INFO] - Lr: 1.921e-03 | Epoch: [67][100/483] | Time 0.453 | Data 0.039 | Loss 0.0702 | IoU 0.594 [2021-03-11 16:38:38,723][root][INFO] - Lr: 1.918e-03 | Epoch: [67][110/483] | Time 0.453 | Data 0.039 | Loss 0.0702 | IoU 0.594 [2021-03-11 16:38:43,212][root][INFO] - Lr: 1.915e-03 | Epoch: [67][120/483] | Time 0.453 | Data 0.038 | Loss 0.0702 | IoU 0.594 [2021-03-11 16:38:47,691][root][INFO] - Lr: 1.912e-03 | Epoch: [67][130/483] | Time 0.452 | Data 0.038 | Loss 0.0702 | IoU 0.594 [2021-03-11 16:38:52,181][root][INFO] - Lr: 1.910e-03 | Epoch: [67][140/483] | Time 0.452 | Data 0.038 | Loss 0.0702 | IoU 0.594 [2021-03-11 16:38:56,669][root][INFO] - Lr: 1.907e-03 | Epoch: [67][150/483] | Time 0.452 | Data 0.037 | Loss 0.0702 | IoU 0.594 [2021-03-11 16:39:01,154][root][INFO] - Lr: 1.904e-03 | Epoch: [67][160/483] | Time 0.452 | Data 0.037 | Loss 0.0702 | IoU 0.594 [2021-03-11 16:39:05,627][root][INFO] - Lr: 1.901e-03 | Epoch: [67][170/483] | Time 0.451 | Data 0.037 | Loss 0.0702 | IoU 0.594 [2021-03-11 16:39:10,108][root][INFO] - Lr: 1.898e-03 | Epoch: [67][180/483] | Time 0.451 | Data 0.037 | Loss 0.0701 | IoU 0.594 [2021-03-11 16:39:14,603][root][INFO] - Lr: 1.896e-03 | Epoch: [67][190/483] | Time 0.451 | Data 0.037 | Loss 0.0701 | IoU 0.594 [2021-03-11 16:39:19,098][root][INFO] - Lr: 1.893e-03 | Epoch: [67][200/483] | Time 0.451 | Data 0.037 | Loss 0.0701 | IoU 0.594 [2021-03-11 16:39:23,571][root][INFO] - Lr: 1.890e-03 | Epoch: [67][210/483] | Time 0.451 | Data 0.037 | Loss 0.0701 | IoU 0.594 [2021-03-11 16:39:28,060][root][INFO] - Lr: 1.887e-03 | Epoch: [67][220/483] | Time 0.451 | Data 0.036 | Loss 0.0701 | IoU 0.594 [2021-03-11 16:39:32,544][root][INFO] - Lr: 1.884e-03 | Epoch: [67][230/483] | Time 0.451 | Data 0.036 | Loss 0.0701 | IoU 0.594 [2021-03-11 16:39:37,028][root][INFO] - Lr: 1.882e-03 | Epoch: [67][240/483] | Time 0.451 | Data 0.036 | Loss 0.0701 | IoU 0.594 [2021-03-11 16:39:41,509][root][INFO] - Lr: 1.879e-03 | Epoch: [67][250/483] | Time 0.450 | Data 0.036 | Loss 0.0700 | IoU 0.594 [2021-03-11 16:39:45,992][root][INFO] - Lr: 1.876e-03 | Epoch: [67][260/483] | Time 0.450 | Data 0.036 | Loss 0.0700 | IoU 0.594 [2021-03-11 16:39:50,477][root][INFO] - Lr: 1.873e-03 | Epoch: [67][270/483] | Time 0.450 | Data 0.036 | Loss 0.0700 | IoU 0.594 [2021-03-11 16:39:54,969][root][INFO] - Lr: 1.870e-03 | Epoch: [67][280/483] | Time 0.450 | Data 0.036 | Loss 0.0700 | IoU 0.594 [2021-03-11 16:39:59,462][root][INFO] - Lr: 1.868e-03 | Epoch: [67][290/483] | Time 0.450 | Data 0.036 | Loss 0.0700 | IoU 0.594 [2021-03-11 16:40:03,948][root][INFO] - Lr: 1.865e-03 | Epoch: [67][300/483] | Time 0.450 | Data 0.036 | Loss 0.0700 | IoU 0.595 [2021-03-11 16:40:08,421][root][INFO] - Lr: 1.862e-03 | Epoch: [67][310/483] | Time 0.450 | Data 0.036 | Loss 0.0700 | IoU 0.595 [2021-03-11 16:40:12,896][root][INFO] - Lr: 1.859e-03 | Epoch: [67][320/483] | Time 0.450 | Data 0.036 | Loss 0.0699 | IoU 0.595 [2021-03-11 16:40:17,377][root][INFO] - Lr: 1.856e-03 | Epoch: [67][330/483] | Time 0.450 | Data 0.036 | Loss 0.0699 | IoU 0.595 [2021-03-11 16:40:21,859][root][INFO] - Lr: 1.854e-03 | Epoch: [67][340/483] | Time 0.450 | Data 0.036 | Loss 0.0699 | IoU 0.595 [2021-03-11 16:40:26,336][root][INFO] - Lr: 1.851e-03 | Epoch: [67][350/483] | Time 0.450 | Data 0.036 | Loss 0.0699 | IoU 0.595 [2021-03-11 16:40:30,822][root][INFO] - Lr: 1.848e-03 | Epoch: [67][360/483] | Time 0.450 | Data 0.036 | Loss 0.0699 | IoU 0.595 [2021-03-11 16:40:35,313][root][INFO] - Lr: 1.845e-03 | Epoch: [67][370/483] | Time 0.450 | Data 0.036 | Loss 0.0699 | IoU 0.595 [2021-03-11 16:40:39,797][root][INFO] - Lr: 1.842e-03 | Epoch: [67][380/483] | Time 0.450 | Data 0.036 | Loss 0.0699 | IoU 0.595 [2021-03-11 16:40:44,282][root][INFO] - Lr: 1.839e-03 | Epoch: [67][390/483] | Time 0.450 | Data 0.036 | Loss 0.0698 | IoU 0.595 [2021-03-11 16:40:48,771][root][INFO] - Lr: 1.837e-03 | Epoch: [67][400/483] | Time 0.450 | Data 0.035 | Loss 0.0698 | IoU 0.595 [2021-03-11 16:40:53,256][root][INFO] - Lr: 1.834e-03 | Epoch: [67][410/483] | Time 0.450 | Data 0.035 | Loss 0.0698 | IoU 0.595 [2021-03-11 16:40:57,731][root][INFO] - Lr: 1.831e-03 | Epoch: [67][420/483] | Time 0.450 | Data 0.035 | Loss 0.0698 | IoU 0.595 [2021-03-11 16:41:02,216][root][INFO] - Lr: 1.828e-03 | Epoch: [67][430/483] | Time 0.450 | Data 0.035 | Loss 0.0698 | IoU 0.595 [2021-03-11 16:41:06,705][root][INFO] - Lr: 1.825e-03 | Epoch: [67][440/483] | Time 0.450 | Data 0.035 | Loss 0.0698 | IoU 0.595 [2021-03-11 16:41:11,195][root][INFO] - Lr: 1.823e-03 | Epoch: [67][450/483] | Time 0.450 | Data 0.035 | Loss 0.0698 | IoU 0.595 [2021-03-11 16:41:15,675][root][INFO] - Lr: 1.820e-03 | Epoch: [67][460/483] | Time 0.450 | Data 0.035 | Loss 0.0697 | IoU 0.595 [2021-03-11 16:41:20,153][root][INFO] - Lr: 1.817e-03 | Epoch: [67][470/483] | Time 0.449 | Data 0.035 | Loss 0.0697 | IoU 0.595 [2021-03-11 16:41:24,633][root][INFO] - Lr: 1.814e-03 | Epoch: [67][480/483] | Time 0.449 | Data 0.035 | Loss 0.0697 | IoU 0.595 [2021-03-11 16:41:26,639][root][INFO] - Lr: 1.813e-03 | Epoch: [68][0/483] | Time 1.034 | Data 0.578 | Loss 0.0697 | IoU 0.595 [2021-03-11 16:41:31,114][root][INFO] - Lr: 1.810e-03 | Epoch: [68][10/483] | Time 0.501 | Data 0.084 | Loss 0.0697 | IoU 0.595 [2021-03-11 16:41:35,600][root][INFO] - Lr: 1.808e-03 | Epoch: [68][20/483] | Time 0.476 | Data 0.060 | Loss 0.0697 | IoU 0.595 [2021-03-11 16:41:40,085][root][INFO] - Lr: 1.805e-03 | Epoch: [68][30/483] | Time 0.467 | Data 0.052 | Loss 0.0697 | IoU 0.595 [2021-03-11 16:41:44,569][root][INFO] - Lr: 1.802e-03 | Epoch: [68][40/483] | Time 0.463 | Data 0.048 | Loss 0.0697 | IoU 0.595 [2021-03-11 16:41:49,057][root][INFO] - Lr: 1.799e-03 | Epoch: [68][50/483] | Time 0.460 | Data 0.045 | Loss 0.0697 | IoU 0.595 [2021-03-11 16:41:53,543][root][INFO] - Lr: 1.796e-03 | Epoch: [68][60/483] | Time 0.458 | Data 0.043 | Loss 0.0696 | IoU 0.595 [2021-03-11 16:41:58,023][root][INFO] - Lr: 1.794e-03 | Epoch: [68][70/483] | Time 0.457 | Data 0.042 | Loss 0.0696 | IoU 0.595 [2021-03-11 16:42:02,508][root][INFO] - Lr: 1.791e-03 | Epoch: [68][80/483] | Time 0.456 | Data 0.041 | Loss 0.0696 | IoU 0.595 [2021-03-11 16:42:06,993][root][INFO] - Lr: 1.788e-03 | Epoch: [68][90/483] | Time 0.455 | Data 0.040 | Loss 0.0696 | IoU 0.595 [2021-03-11 16:42:11,480][root][INFO] - Lr: 1.785e-03 | Epoch: [68][100/483] | Time 0.454 | Data 0.040 | Loss 0.0696 | IoU 0.595 [2021-03-11 16:42:15,971][root][INFO] - Lr: 1.782e-03 | Epoch: [68][110/483] | Time 0.454 | Data 0.039 | Loss 0.0696 | IoU 0.595 [2021-03-11 16:42:20,463][root][INFO] - Lr: 1.779e-03 | Epoch: [68][120/483] | Time 0.453 | Data 0.039 | Loss 0.0696 | IoU 0.595 [2021-03-11 16:42:24,940][root][INFO] - Lr: 1.777e-03 | Epoch: [68][130/483] | Time 0.453 | Data 0.038 | Loss 0.0695 | IoU 0.595 [2021-03-11 16:42:29,432][root][INFO] - Lr: 1.774e-03 | Epoch: [68][140/483] | Time 0.453 | Data 0.038 | Loss 0.0695 | IoU 0.595 [2021-03-11 16:42:33,914][root][INFO] - Lr: 1.771e-03 | Epoch: [68][150/483] | Time 0.452 | Data 0.038 | Loss 0.0695 | IoU 0.595 [2021-03-11 16:42:38,398][root][INFO] - Lr: 1.768e-03 | Epoch: [68][160/483] | Time 0.452 | Data 0.038 | Loss 0.0695 | IoU 0.595 [2021-03-11 16:42:42,885][root][INFO] - Lr: 1.765e-03 | Epoch: [68][170/483] | Time 0.452 | Data 0.037 | Loss 0.0695 | IoU 0.595 [2021-03-11 16:42:47,369][root][INFO] - Lr: 1.763e-03 | Epoch: [68][180/483] | Time 0.452 | Data 0.037 | Loss 0.0695 | IoU 0.595 [2021-03-11 16:42:51,845][root][INFO] - Lr: 1.760e-03 | Epoch: [68][190/483] | Time 0.452 | Data 0.037 | Loss 0.0695 | IoU 0.595 [2021-03-11 16:42:56,328][root][INFO] - Lr: 1.757e-03 | Epoch: [68][200/483] | Time 0.451 | Data 0.037 | Loss 0.0694 | IoU 0.595 [2021-03-11 16:43:00,811][root][INFO] - Lr: 1.754e-03 | Epoch: [68][210/483] | Time 0.451 | Data 0.037 | Loss 0.0694 | IoU 0.595 [2021-03-11 16:43:05,280][root][INFO] - Lr: 1.751e-03 | Epoch: [68][220/483] | Time 0.451 | Data 0.037 | Loss 0.0694 | IoU 0.595 [2021-03-11 16:43:09,767][root][INFO] - Lr: 1.748e-03 | Epoch: [68][230/483] | Time 0.451 | Data 0.037 | Loss 0.0694 | IoU 0.595 [2021-03-11 16:43:14,252][root][INFO] - Lr: 1.746e-03 | Epoch: [68][240/483] | Time 0.451 | Data 0.037 | Loss 0.0694 | IoU 0.595 [2021-03-11 16:43:18,739][root][INFO] - Lr: 1.743e-03 | Epoch: [68][250/483] | Time 0.451 | Data 0.036 | Loss 0.0694 | IoU 0.595 [2021-03-11 16:43:23,220][root][INFO] - Lr: 1.740e-03 | Epoch: [68][260/483] | Time 0.451 | Data 0.036 | Loss 0.0694 | IoU 0.595 [2021-03-11 16:43:27,699][root][INFO] - Lr: 1.737e-03 | Epoch: [68][270/483] | Time 0.451 | Data 0.036 | Loss 0.0693 | IoU 0.595 [2021-03-11 16:43:32,176][root][INFO] - Lr: 1.734e-03 | Epoch: [68][280/483] | Time 0.450 | Data 0.036 | Loss 0.0693 | IoU 0.595 [2021-03-11 16:43:36,645][root][INFO] - Lr: 1.731e-03 | Epoch: [68][290/483] | Time 0.450 | Data 0.036 | Loss 0.0693 | IoU 0.595 [2021-03-11 16:43:41,118][root][INFO] - Lr: 1.729e-03 | Epoch: [68][300/483] | Time 0.450 | Data 0.036 | Loss 0.0693 | IoU 0.595 [2021-03-11 16:43:45,618][root][INFO] - Lr: 1.726e-03 | Epoch: [68][310/483] | Time 0.450 | Data 0.036 | Loss 0.0693 | IoU 0.595 [2021-03-11 16:43:50,109][root][INFO] - Lr: 1.723e-03 | Epoch: [68][320/483] | Time 0.450 | Data 0.036 | Loss 0.0693 | IoU 0.595 [2021-03-11 16:43:54,583][root][INFO] - Lr: 1.720e-03 | Epoch: [68][330/483] | Time 0.450 | Data 0.036 | Loss 0.0693 | IoU 0.595 [2021-03-11 16:43:59,070][root][INFO] - Lr: 1.717e-03 | Epoch: [68][340/483] | Time 0.450 | Data 0.036 | Loss 0.0693 | IoU 0.595 [2021-03-11 16:44:03,559][root][INFO] - Lr: 1.714e-03 | Epoch: [68][350/483] | Time 0.450 | Data 0.036 | Loss 0.0692 | IoU 0.595 [2021-03-11 16:44:08,032][root][INFO] - Lr: 1.712e-03 | Epoch: [68][360/483] | Time 0.450 | Data 0.036 | Loss 0.0692 | IoU 0.595 [2021-03-11 16:44:12,523][root][INFO] - Lr: 1.709e-03 | Epoch: [68][370/483] | Time 0.450 | Data 0.036 | Loss 0.0692 | IoU 0.595 [2021-03-11 16:44:16,997][root][INFO] - Lr: 1.706e-03 | Epoch: [68][380/483] | Time 0.450 | Data 0.036 | Loss 0.0692 | IoU 0.595 [2021-03-11 16:44:21,479][root][INFO] - Lr: 1.703e-03 | Epoch: [68][390/483] | Time 0.450 | Data 0.036 | Loss 0.0692 | IoU 0.595 [2021-03-11 16:44:25,978][root][INFO] - Lr: 1.700e-03 | Epoch: [68][400/483] | Time 0.450 | Data 0.036 | Loss 0.0692 | IoU 0.595 [2021-03-11 16:44:30,467][root][INFO] - Lr: 1.697e-03 | Epoch: [68][410/483] | Time 0.450 | Data 0.036 | Loss 0.0692 | IoU 0.595 [2021-03-11 16:44:34,955][root][INFO] - Lr: 1.695e-03 | Epoch: [68][420/483] | Time 0.450 | Data 0.036 | Loss 0.0691 | IoU 0.595 [2021-03-11 16:44:39,439][root][INFO] - Lr: 1.692e-03 | Epoch: [68][430/483] | Time 0.450 | Data 0.036 | Loss 0.0691 | IoU 0.595 [2021-03-11 16:44:43,911][root][INFO] - Lr: 1.689e-03 | Epoch: [68][440/483] | Time 0.450 | Data 0.036 | Loss 0.0691 | IoU 0.595 [2021-03-11 16:44:49,651][root][INFO] - Lr: 1.686e-03 | Epoch: [68][450/483] | Time 0.452 | Data 0.036 | Loss 0.0691 | IoU 0.595 [2021-03-11 16:44:54,133][root][INFO] - Lr: 1.683e-03 | Epoch: [68][460/483] | Time 0.452 | Data 0.036 | Loss 0.0691 | IoU 0.595 [2021-03-11 16:44:58,612][root][INFO] - Lr: 1.680e-03 | Epoch: [68][470/483] | Time 0.452 | Data 0.036 | Loss 0.0691 | IoU 0.595 [2021-03-11 16:45:03,098][root][INFO] - Lr: 1.678e-03 | Epoch: [68][480/483] | Time 0.452 | Data 0.036 | Loss 0.0691 | IoU 0.595 [2021-03-11 16:45:05,060][root][INFO] - Lr: 1.677e-03 | Epoch: [69][0/483] | Time 0.988 | Data 0.553 | Loss 0.0691 | IoU 0.595 [2021-03-11 16:45:09,534][root][INFO] - Lr: 1.674e-03 | Epoch: [69][10/483] | Time 0.497 | Data 0.082 | Loss 0.0690 | IoU 0.595 [2021-03-11 16:45:14,007][root][INFO] - Lr: 1.671e-03 | Epoch: [69][20/483] | Time 0.473 | Data 0.059 | Loss 0.0690 | IoU 0.595 [2021-03-11 16:45:18,496][root][INFO] - Lr: 1.668e-03 | Epoch: [69][30/483] | Time 0.465 | Data 0.051 | Loss 0.0690 | IoU 0.595 [2021-03-11 16:45:22,981][root][INFO] - Lr: 1.665e-03 | Epoch: [69][40/483] | Time 0.461 | Data 0.047 | Loss 0.0690 | IoU 0.595 [2021-03-11 16:45:27,462][root][INFO] - Lr: 1.663e-03 | Epoch: [69][50/483] | Time 0.459 | Data 0.044 | Loss 0.0690 | IoU 0.595 [2021-03-11 16:45:31,947][root][INFO] - Lr: 1.660e-03 | Epoch: [69][60/483] | Time 0.457 | Data 0.043 | Loss 0.0690 | IoU 0.595 [2021-03-11 16:45:36,435][root][INFO] - Lr: 1.657e-03 | Epoch: [69][70/483] | Time 0.456 | Data 0.042 | Loss 0.0690 | IoU 0.595 [2021-03-11 16:45:40,915][root][INFO] - Lr: 1.654e-03 | Epoch: [69][80/483] | Time 0.455 | Data 0.041 | Loss 0.0690 | IoU 0.595 [2021-03-11 16:45:45,400][root][INFO] - Lr: 1.651e-03 | Epoch: [69][90/483] | Time 0.454 | Data 0.040 | Loss 0.0689 | IoU 0.595 [2021-03-11 16:45:49,881][root][INFO] - Lr: 1.648e-03 | Epoch: [69][100/483] | Time 0.454 | Data 0.039 | Loss 0.0689 | IoU 0.595 [2021-03-11 16:45:54,363][root][INFO] - Lr: 1.645e-03 | Epoch: [69][110/483] | Time 0.453 | Data 0.039 | Loss 0.0689 | IoU 0.595 [2021-03-11 16:45:58,841][root][INFO] - Lr: 1.643e-03 | Epoch: [69][120/483] | Time 0.453 | Data 0.039 | Loss 0.0689 | IoU 0.595 [2021-03-11 16:46:03,320][root][INFO] - Lr: 1.640e-03 | Epoch: [69][130/483] | Time 0.452 | Data 0.038 | Loss 0.0689 | IoU 0.595 [2021-03-11 16:46:07,808][root][INFO] - Lr: 1.637e-03 | Epoch: [69][140/483] | Time 0.452 | Data 0.038 | Loss 0.0689 | IoU 0.595 [2021-03-11 16:46:12,288][root][INFO] - Lr: 1.634e-03 | Epoch: [69][150/483] | Time 0.452 | Data 0.038 | Loss 0.0689 | IoU 0.595 [2021-03-11 16:46:16,776][root][INFO] - Lr: 1.631e-03 | Epoch: [69][160/483] | Time 0.452 | Data 0.038 | Loss 0.0689 | IoU 0.595 [2021-03-11 16:46:21,263][root][INFO] - Lr: 1.628e-03 | Epoch: [69][170/483] | Time 0.451 | Data 0.037 | Loss 0.0688 | IoU 0.595 [2021-03-11 16:46:25,761][root][INFO] - Lr: 1.626e-03 | Epoch: [69][180/483] | Time 0.451 | Data 0.037 | Loss 0.0688 | IoU 0.595 [2021-03-11 16:46:30,241][root][INFO] - Lr: 1.623e-03 | Epoch: [69][190/483] | Time 0.451 | Data 0.037 | Loss 0.0688 | IoU 0.595 [2021-03-11 16:46:34,725][root][INFO] - Lr: 1.620e-03 | Epoch: [69][200/483] | Time 0.451 | Data 0.037 | Loss 0.0688 | IoU 0.595 [2021-03-11 16:46:39,216][root][INFO] - Lr: 1.617e-03 | Epoch: [69][210/483] | Time 0.451 | Data 0.037 | Loss 0.0688 | IoU 0.595 [2021-03-11 16:46:43,700][root][INFO] - Lr: 1.614e-03 | Epoch: [69][220/483] | Time 0.451 | Data 0.037 | Loss 0.0688 | IoU 0.595 [2021-03-11 16:46:48,192][root][INFO] - Lr: 1.611e-03 | Epoch: [69][230/483] | Time 0.451 | Data 0.037 | Loss 0.0688 | IoU 0.595 [2021-03-11 16:46:52,679][root][INFO] - Lr: 1.608e-03 | Epoch: [69][240/483] | Time 0.451 | Data 0.036 | Loss 0.0687 | IoU 0.595 [2021-03-11 16:46:57,170][root][INFO] - Lr: 1.606e-03 | Epoch: [69][250/483] | Time 0.451 | Data 0.036 | Loss 0.0687 | IoU 0.595 [2021-03-11 16:47:01,662][root][INFO] - Lr: 1.603e-03 | Epoch: [69][260/483] | Time 0.451 | Data 0.036 | Loss 0.0687 | IoU 0.595 [2021-03-11 16:47:06,148][root][INFO] - Lr: 1.600e-03 | Epoch: [69][270/483] | Time 0.450 | Data 0.036 | Loss 0.0687 | IoU 0.595 [2021-03-11 16:47:10,626][root][INFO] - Lr: 1.597e-03 | Epoch: [69][280/483] | Time 0.450 | Data 0.036 | Loss 0.0687 | IoU 0.595 [2021-03-11 16:47:15,116][root][INFO] - Lr: 1.594e-03 | Epoch: [69][290/483] | Time 0.450 | Data 0.036 | Loss 0.0687 | IoU 0.595 [2021-03-11 16:47:19,604][root][INFO] - Lr: 1.591e-03 | Epoch: [69][300/483] | Time 0.450 | Data 0.036 | Loss 0.0687 | IoU 0.595 [2021-03-11 16:47:24,079][root][INFO] - Lr: 1.588e-03 | Epoch: [69][310/483] | Time 0.450 | Data 0.036 | Loss 0.0687 | IoU 0.595 [2021-03-11 16:47:28,560][root][INFO] - Lr: 1.586e-03 | Epoch: [69][320/483] | Time 0.450 | Data 0.036 | Loss 0.0686 | IoU 0.595 [2021-03-11 16:47:33,035][root][INFO] - Lr: 1.583e-03 | Epoch: [69][330/483] | Time 0.450 | Data 0.036 | Loss 0.0686 | IoU 0.595 [2021-03-11 16:47:37,511][root][INFO] - Lr: 1.580e-03 | Epoch: [69][340/483] | Time 0.450 | Data 0.036 | Loss 0.0686 | IoU 0.595 [2021-03-11 16:47:42,000][root][INFO] - Lr: 1.577e-03 | Epoch: [69][350/483] | Time 0.450 | Data 0.036 | Loss 0.0686 | IoU 0.595 [2021-03-11 16:47:46,489][root][INFO] - Lr: 1.574e-03 | Epoch: [69][360/483] | Time 0.450 | Data 0.036 | Loss 0.0686 | IoU 0.595 [2021-03-11 16:47:50,979][root][INFO] - Lr: 1.571e-03 | Epoch: [69][370/483] | Time 0.450 | Data 0.036 | Loss 0.0686 | IoU 0.595 [2021-03-11 16:47:55,466][root][INFO] - Lr: 1.568e-03 | Epoch: [69][380/483] | Time 0.450 | Data 0.036 | Loss 0.0686 | IoU 0.595 [2021-03-11 16:47:59,939][root][INFO] - Lr: 1.566e-03 | Epoch: [69][390/483] | Time 0.450 | Data 0.036 | Loss 0.0685 | IoU 0.595 [2021-03-11 16:48:04,417][root][INFO] - Lr: 1.563e-03 | Epoch: [69][400/483] | Time 0.450 | Data 0.036 | Loss 0.0685 | IoU 0.595 [2021-03-11 16:48:08,910][root][INFO] - Lr: 1.560e-03 | Epoch: [69][410/483] | Time 0.450 | Data 0.036 | Loss 0.0685 | IoU 0.595 [2021-03-11 16:48:13,391][root][INFO] - Lr: 1.557e-03 | Epoch: [69][420/483] | Time 0.450 | Data 0.036 | Loss 0.0685 | IoU 0.595 [2021-03-11 16:48:17,891][root][INFO] - Lr: 1.554e-03 | Epoch: [69][430/483] | Time 0.450 | Data 0.035 | Loss 0.0685 | IoU 0.595 [2021-03-11 16:48:22,376][root][INFO] - Lr: 1.551e-03 | Epoch: [69][440/483] | Time 0.450 | Data 0.035 | Loss 0.0685 | IoU 0.595 [2021-03-11 16:48:26,872][root][INFO] - Lr: 1.548e-03 | Epoch: [69][450/483] | Time 0.450 | Data 0.035 | Loss 0.0685 | IoU 0.595 [2021-03-11 16:48:31,361][root][INFO] - Lr: 1.545e-03 | Epoch: [69][460/483] | Time 0.450 | Data 0.035 | Loss 0.0685 | IoU 0.595 [2021-03-11 16:48:35,853][root][INFO] - Lr: 1.543e-03 | Epoch: [69][470/483] | Time 0.450 | Data 0.035 | Loss 0.0684 | IoU 0.595 [2021-03-11 16:48:40,344][root][INFO] - Lr: 1.540e-03 | Epoch: [69][480/483] | Time 0.450 | Data 0.035 | Loss 0.0684 | IoU 0.595 [2021-03-11 16:48:42,272][root][INFO] - Lr: 1.539e-03 | Epoch: [70][0/483] | Time 0.933 | Data 0.501 | Loss 0.0684 | IoU 0.595 [2021-03-11 16:48:46,768][root][INFO] - Lr: 1.536e-03 | Epoch: [70][10/483] | Time 0.494 | Data 0.077 | Loss 0.0684 | IoU 0.595 [2021-03-11 16:48:51,260][root][INFO] - Lr: 1.533e-03 | Epoch: [70][20/483] | Time 0.472 | Data 0.057 | Loss 0.0684 | IoU 0.595 [2021-03-11 16:48:55,740][root][INFO] - Lr: 1.530e-03 | Epoch: [70][30/483] | Time 0.465 | Data 0.049 | Loss 0.0684 | IoU 0.595 [2021-03-11 16:49:00,237][root][INFO] - Lr: 1.527e-03 | Epoch: [70][40/483] | Time 0.461 | Data 0.046 | Loss 0.0684 | IoU 0.595 [2021-03-11 16:49:04,735][root][INFO] - Lr: 1.525e-03 | Epoch: [70][50/483] | Time 0.459 | Data 0.044 | Loss 0.0684 | IoU 0.595 [2021-03-11 16:49:09,220][root][INFO] - Lr: 1.522e-03 | Epoch: [70][60/483] | Time 0.457 | Data 0.042 | Loss 0.0683 | IoU 0.595 [2021-03-11 16:49:13,700][root][INFO] - Lr: 1.519e-03 | Epoch: [70][70/483] | Time 0.456 | Data 0.041 | Loss 0.0683 | IoU 0.596 [2021-03-11 16:49:18,191][root][INFO] - Lr: 1.516e-03 | Epoch: [70][80/483] | Time 0.455 | Data 0.040 | Loss 0.0683 | IoU 0.596 [2021-03-11 16:49:22,679][root][INFO] - Lr: 1.513e-03 | Epoch: [70][90/483] | Time 0.454 | Data 0.040 | Loss 0.0683 | IoU 0.596 [2021-03-11 16:49:27,167][root][INFO] - Lr: 1.510e-03 | Epoch: [70][100/483] | Time 0.454 | Data 0.039 | Loss 0.0683 | IoU 0.596 [2021-03-11 16:49:31,661][root][INFO] - Lr: 1.507e-03 | Epoch: [70][110/483] | Time 0.453 | Data 0.039 | Loss 0.0683 | IoU 0.596 [2021-03-11 16:49:36,160][root][INFO] - Lr: 1.504e-03 | Epoch: [70][120/483] | Time 0.453 | Data 0.038 | Loss 0.0683 | IoU 0.596 [2021-03-11 16:49:40,648][root][INFO] - Lr: 1.502e-03 | Epoch: [70][130/483] | Time 0.453 | Data 0.038 | Loss 0.0683 | IoU 0.596 [2021-03-11 16:49:45,147][root][INFO] - Lr: 1.499e-03 | Epoch: [70][140/483] | Time 0.453 | Data 0.038 | Loss 0.0682 | IoU 0.596 [2021-03-11 16:49:49,639][root][INFO] - Lr: 1.496e-03 | Epoch: [70][150/483] | Time 0.452 | Data 0.037 | Loss 0.0682 | IoU 0.596 [2021-03-11 16:49:54,140][root][INFO] - Lr: 1.493e-03 | Epoch: [70][160/483] | Time 0.452 | Data 0.037 | Loss 0.0682 | IoU 0.596 [2021-03-11 16:49:58,630][root][INFO] - Lr: 1.490e-03 | Epoch: [70][170/483] | Time 0.452 | Data 0.037 | Loss 0.0682 | IoU 0.596 [2021-03-11 16:50:03,122][root][INFO] - Lr: 1.487e-03 | Epoch: [70][180/483] | Time 0.452 | Data 0.037 | Loss 0.0682 | IoU 0.596 [2021-03-11 16:50:07,604][root][INFO] - Lr: 1.484e-03 | Epoch: [70][190/483] | Time 0.452 | Data 0.037 | Loss 0.0682 | IoU 0.596 [2021-03-11 16:50:12,097][root][INFO] - Lr: 1.481e-03 | Epoch: [70][200/483] | Time 0.452 | Data 0.037 | Loss 0.0682 | IoU 0.596 [2021-03-11 16:50:16,588][root][INFO] - Lr: 1.479e-03 | Epoch: [70][210/483] | Time 0.451 | Data 0.037 | Loss 0.0682 | IoU 0.596 [2021-03-11 16:50:21,078][root][INFO] - Lr: 1.476e-03 | Epoch: [70][220/483] | Time 0.451 | Data 0.037 | Loss 0.0681 | IoU 0.596 [2021-03-11 16:50:25,562][root][INFO] - Lr: 1.473e-03 | Epoch: [70][230/483] | Time 0.451 | Data 0.036 | Loss 0.0681 | IoU 0.596 [2021-03-11 16:50:30,050][root][INFO] - Lr: 1.470e-03 | Epoch: [70][240/483] | Time 0.451 | Data 0.036 | Loss 0.0681 | IoU 0.596 [2021-03-11 16:50:34,538][root][INFO] - Lr: 1.467e-03 | Epoch: [70][250/483] | Time 0.451 | Data 0.036 | Loss 0.0681 | IoU 0.596 [2021-03-11 16:50:39,021][root][INFO] - Lr: 1.464e-03 | Epoch: [70][260/483] | Time 0.451 | Data 0.036 | Loss 0.0681 | IoU 0.596 [2021-03-11 16:50:43,504][root][INFO] - Lr: 1.461e-03 | Epoch: [70][270/483] | Time 0.451 | Data 0.036 | Loss 0.0681 | IoU 0.596 [2021-03-11 16:50:47,985][root][INFO] - Lr: 1.458e-03 | Epoch: [70][280/483] | Time 0.451 | Data 0.036 | Loss 0.0681 | IoU 0.596 [2021-03-11 16:50:52,472][root][INFO] - Lr: 1.455e-03 | Epoch: [70][290/483] | Time 0.451 | Data 0.036 | Loss 0.0681 | IoU 0.596 [2021-03-11 16:50:56,955][root][INFO] - Lr: 1.453e-03 | Epoch: [70][300/483] | Time 0.451 | Data 0.036 | Loss 0.0680 | IoU 0.596 [2021-03-11 16:51:01,443][root][INFO] - Lr: 1.450e-03 | Epoch: [70][310/483] | Time 0.450 | Data 0.036 | Loss 0.0680 | IoU 0.596 [2021-03-11 16:51:05,938][root][INFO] - Lr: 1.447e-03 | Epoch: [70][320/483] | Time 0.450 | Data 0.036 | Loss 0.0680 | IoU 0.596 [2021-03-11 16:51:10,434][root][INFO] - Lr: 1.444e-03 | Epoch: [70][330/483] | Time 0.450 | Data 0.036 | Loss 0.0680 | IoU 0.596 [2021-03-11 16:51:14,923][root][INFO] - Lr: 1.441e-03 | Epoch: [70][340/483] | Time 0.450 | Data 0.036 | Loss 0.0680 | IoU 0.596 [2021-03-11 16:51:19,400][root][INFO] - Lr: 1.438e-03 | Epoch: [70][350/483] | Time 0.450 | Data 0.036 | Loss 0.0680 | IoU 0.596 [2021-03-11 16:51:23,891][root][INFO] - Lr: 1.435e-03 | Epoch: [70][360/483] | Time 0.450 | Data 0.036 | Loss 0.0680 | IoU 0.596 [2021-03-11 16:51:28,363][root][INFO] - Lr: 1.432e-03 | Epoch: [70][370/483] | Time 0.450 | Data 0.036 | Loss 0.0679 | IoU 0.596 [2021-03-11 16:51:32,843][root][INFO] - Lr: 1.429e-03 | Epoch: [70][380/483] | Time 0.450 | Data 0.036 | Loss 0.0679 | IoU 0.596 [2021-03-11 16:51:37,325][root][INFO] - Lr: 1.427e-03 | Epoch: [70][390/483] | Time 0.450 | Data 0.036 | Loss 0.0679 | IoU 0.596 [2021-03-11 16:51:41,807][root][INFO] - Lr: 1.424e-03 | Epoch: [70][400/483] | Time 0.450 | Data 0.036 | Loss 0.0679 | IoU 0.596 [2021-03-11 16:51:46,301][root][INFO] - Lr: 1.421e-03 | Epoch: [70][410/483] | Time 0.450 | Data 0.035 | Loss 0.0679 | IoU 0.596 [2021-03-11 16:51:50,782][root][INFO] - Lr: 1.418e-03 | Epoch: [70][420/483] | Time 0.450 | Data 0.035 | Loss 0.0679 | IoU 0.596 [2021-03-11 16:51:55,264][root][INFO] - Lr: 1.415e-03 | Epoch: [70][430/483] | Time 0.450 | Data 0.035 | Loss 0.0679 | IoU 0.596 [2021-03-11 16:51:59,752][root][INFO] - Lr: 1.412e-03 | Epoch: [70][440/483] | Time 0.450 | Data 0.035 | Loss 0.0679 | IoU 0.596 [2021-03-11 16:52:04,249][root][INFO] - Lr: 1.409e-03 | Epoch: [70][450/483] | Time 0.450 | Data 0.035 | Loss 0.0678 | IoU 0.596 [2021-03-11 16:52:08,734][root][INFO] - Lr: 1.406e-03 | Epoch: [70][460/483] | Time 0.450 | Data 0.035 | Loss 0.0678 | IoU 0.596 [2021-03-11 16:52:13,223][root][INFO] - Lr: 1.403e-03 | Epoch: [70][470/483] | Time 0.450 | Data 0.035 | Loss 0.0678 | IoU 0.596 [2021-03-11 16:52:17,707][root][INFO] - Lr: 1.401e-03 | Epoch: [70][480/483] | Time 0.450 | Data 0.035 | Loss 0.0678 | IoU 0.596 [2021-03-11 16:52:19,177][root][INFO] - 0/680 [2021-03-11 16:52:19,418][root][INFO] - 1/680 [2021-03-11 16:52:19,626][root][INFO] - 2/680 [2021-03-11 16:52:19,826][root][INFO] - 3/680 [2021-03-11 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646/680 [2021-03-11 16:54:25,756][root][INFO] - 647/680 [2021-03-11 16:54:25,955][root][INFO] - 648/680 [2021-03-11 16:54:26,149][root][INFO] - 649/680 [2021-03-11 16:54:26,347][root][INFO] - 650/680 [2021-03-11 16:54:26,542][root][INFO] - 651/680 [2021-03-11 16:54:26,740][root][INFO] - 652/680 [2021-03-11 16:54:26,938][root][INFO] - 653/680 [2021-03-11 16:54:27,133][root][INFO] - 654/680 [2021-03-11 16:54:27,314][root][INFO] - 655/680 [2021-03-11 16:54:27,511][root][INFO] - 656/680 [2021-03-11 16:54:27,701][root][INFO] - 657/680 [2021-03-11 16:54:27,900][root][INFO] - 658/680 [2021-03-11 16:54:28,097][root][INFO] - 659/680 [2021-03-11 16:54:28,298][root][INFO] - 660/680 [2021-03-11 16:54:28,494][root][INFO] - 661/680 [2021-03-11 16:54:28,693][root][INFO] - 662/680 [2021-03-11 16:54:28,886][root][INFO] - 663/680 [2021-03-11 16:54:29,084][root][INFO] - 664/680 [2021-03-11 16:54:29,282][root][INFO] - 665/680 [2021-03-11 16:54:29,480][root][INFO] - 666/680 [2021-03-11 16:54:29,683][root][INFO] - 667/680 [2021-03-11 16:54:29,882][root][INFO] - 668/680 [2021-03-11 16:54:30,080][root][INFO] - 669/680 [2021-03-11 16:54:30,278][root][INFO] - 670/680 [2021-03-11 16:54:30,477][root][INFO] - 671/680 [2021-03-11 16:54:30,662][root][INFO] - 672/680 [2021-03-11 16:54:30,842][root][INFO] - 673/680 [2021-03-11 16:54:31,029][root][INFO] - 674/680 [2021-03-11 16:54:31,213][root][INFO] - 675/680 [2021-03-11 16:54:31,398][root][INFO] - 676/680 [2021-03-11 16:54:31,581][root][INFO] - 677/680 [2021-03-11 16:54:31,764][root][INFO] - 678/680 [2021-03-11 16:54:31,944][root][INFO] - 679/680 [2021-03-11 16:54:32,149][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.3334 IoU avg 0.506 [2021-03-11 16:54:33,145][root][INFO] - Lr: 1.400e-03 | Epoch: [71][0/483] | Time 0.938 | Data 0.508 | Loss 0.0678 | IoU 0.596 [2021-03-11 16:54:37,628][root][INFO] - Lr: 1.397e-03 | Epoch: [71][10/483] | Time 0.493 | Data 0.077 | Loss 0.0678 | IoU 0.596 [2021-03-11 16:54:42,105][root][INFO] - Lr: 1.394e-03 | Epoch: [71][20/483] | Time 0.471 | Data 0.057 | Loss 0.0678 | IoU 0.596 [2021-03-11 16:54:46,567][root][INFO] - Lr: 1.391e-03 | Epoch: [71][30/483] | Time 0.463 | Data 0.050 | Loss 0.0678 | IoU 0.596 [2021-03-11 16:54:51,043][root][INFO] - Lr: 1.388e-03 | Epoch: [71][40/483] | Time 0.459 | Data 0.046 | Loss 0.0678 | IoU 0.596 [2021-03-11 16:54:55,514][root][INFO] - Lr: 1.385e-03 | Epoch: [71][50/483] | Time 0.457 | Data 0.044 | Loss 0.0677 | IoU 0.596 [2021-03-11 16:54:59,995][root][INFO] - Lr: 1.382e-03 | Epoch: [71][60/483] | Time 0.456 | Data 0.042 | Loss 0.0677 | IoU 0.596 [2021-03-11 16:55:04,471][root][INFO] - Lr: 1.379e-03 | Epoch: [71][70/483] | Time 0.454 | Data 0.041 | Loss 0.0677 | IoU 0.596 [2021-03-11 16:55:08,960][root][INFO] - Lr: 1.376e-03 | Epoch: [71][80/483] | Time 0.454 | Data 0.040 | Loss 0.0677 | IoU 0.596 [2021-03-11 16:55:13,451][root][INFO] - Lr: 1.374e-03 | Epoch: [71][90/483] | Time 0.453 | Data 0.039 | Loss 0.0677 | IoU 0.596 [2021-03-11 16:55:17,933][root][INFO] - Lr: 1.371e-03 | Epoch: [71][100/483] | Time 0.453 | Data 0.039 | Loss 0.0677 | IoU 0.596 [2021-03-11 16:55:22,406][root][INFO] - Lr: 1.368e-03 | Epoch: [71][110/483] | Time 0.452 | Data 0.039 | Loss 0.0677 | IoU 0.596 [2021-03-11 16:55:26,892][root][INFO] - Lr: 1.365e-03 | Epoch: [71][120/483] | Time 0.452 | Data 0.038 | Loss 0.0677 | IoU 0.596 [2021-03-11 16:55:31,373][root][INFO] - Lr: 1.362e-03 | Epoch: [71][130/483] | Time 0.452 | Data 0.038 | Loss 0.0676 | IoU 0.596 [2021-03-11 16:55:35,872][root][INFO] - Lr: 1.359e-03 | Epoch: [71][140/483] | Time 0.452 | Data 0.038 | Loss 0.0676 | IoU 0.596 [2021-03-11 16:55:40,365][root][INFO] - Lr: 1.356e-03 | Epoch: [71][150/483] | Time 0.451 | Data 0.037 | Loss 0.0676 | IoU 0.596 [2021-03-11 16:55:44,869][root][INFO] - Lr: 1.353e-03 | Epoch: [71][160/483] | Time 0.451 | Data 0.037 | Loss 0.0676 | IoU 0.596 [2021-03-11 16:55:49,366][root][INFO] - Lr: 1.350e-03 | Epoch: [71][170/483] | Time 0.451 | Data 0.037 | Loss 0.0676 | IoU 0.596 [2021-03-11 16:55:53,856][root][INFO] - Lr: 1.347e-03 | Epoch: [71][180/483] | Time 0.451 | Data 0.037 | Loss 0.0676 | IoU 0.596 [2021-03-11 16:55:58,338][root][INFO] - Lr: 1.344e-03 | Epoch: [71][190/483] | Time 0.451 | Data 0.037 | Loss 0.0676 | IoU 0.596 [2021-03-11 16:56:02,827][root][INFO] - Lr: 1.342e-03 | Epoch: [71][200/483] | Time 0.451 | Data 0.037 | Loss 0.0676 | IoU 0.596 [2021-03-11 16:56:07,317][root][INFO] - Lr: 1.339e-03 | Epoch: [71][210/483] | Time 0.451 | Data 0.037 | Loss 0.0675 | IoU 0.596 [2021-03-11 16:56:11,797][root][INFO] - Lr: 1.336e-03 | Epoch: [71][220/483] | Time 0.451 | Data 0.036 | Loss 0.0675 | IoU 0.596 [2021-03-11 16:56:16,290][root][INFO] - Lr: 1.333e-03 | Epoch: [71][230/483] | Time 0.451 | Data 0.036 | Loss 0.0675 | IoU 0.596 [2021-03-11 16:56:20,777][root][INFO] - Lr: 1.330e-03 | Epoch: [71][240/483] | Time 0.450 | Data 0.036 | Loss 0.0675 | IoU 0.596 [2021-03-11 16:56:25,260][root][INFO] - Lr: 1.327e-03 | Epoch: [71][250/483] | Time 0.450 | Data 0.036 | Loss 0.0675 | IoU 0.596 [2021-03-11 16:56:29,740][root][INFO] - Lr: 1.324e-03 | Epoch: [71][260/483] | Time 0.450 | Data 0.036 | Loss 0.0675 | IoU 0.596 [2021-03-11 16:56:34,218][root][INFO] - Lr: 1.321e-03 | Epoch: [71][270/483] | Time 0.450 | Data 0.036 | Loss 0.0675 | IoU 0.596 [2021-03-11 16:56:38,698][root][INFO] - Lr: 1.318e-03 | Epoch: [71][280/483] | Time 0.450 | Data 0.036 | Loss 0.0675 | IoU 0.596 [2021-03-11 16:56:43,168][root][INFO] - Lr: 1.315e-03 | Epoch: [71][290/483] | Time 0.450 | Data 0.036 | Loss 0.0674 | IoU 0.596 [2021-03-11 16:56:47,656][root][INFO] - Lr: 1.312e-03 | Epoch: [71][300/483] | Time 0.450 | Data 0.036 | Loss 0.0674 | IoU 0.596 [2021-03-11 16:56:52,147][root][INFO] - Lr: 1.310e-03 | Epoch: [71][310/483] | Time 0.450 | Data 0.036 | Loss 0.0674 | IoU 0.596 [2021-03-11 16:56:56,638][root][INFO] - Lr: 1.307e-03 | Epoch: [71][320/483] | Time 0.450 | Data 0.036 | Loss 0.0674 | IoU 0.596 [2021-03-11 16:57:01,144][root][INFO] - Lr: 1.304e-03 | Epoch: [71][330/483] | Time 0.450 | Data 0.036 | Loss 0.0674 | IoU 0.596 [2021-03-11 16:57:05,630][root][INFO] - Lr: 1.301e-03 | Epoch: [71][340/483] | Time 0.450 | Data 0.036 | Loss 0.0674 | IoU 0.596 [2021-03-11 16:57:10,108][root][INFO] - Lr: 1.298e-03 | Epoch: [71][350/483] | Time 0.450 | Data 0.036 | Loss 0.0674 | IoU 0.596 [2021-03-11 16:57:14,588][root][INFO] - Lr: 1.295e-03 | Epoch: [71][360/483] | Time 0.450 | Data 0.036 | Loss 0.0674 | IoU 0.596 [2021-03-11 16:57:19,067][root][INFO] - Lr: 1.292e-03 | Epoch: [71][370/483] | Time 0.450 | Data 0.036 | Loss 0.0673 | IoU 0.596 [2021-03-11 16:57:23,551][root][INFO] - Lr: 1.289e-03 | Epoch: [71][380/483] | Time 0.450 | Data 0.036 | Loss 0.0673 | IoU 0.596 [2021-03-11 16:57:28,050][root][INFO] - Lr: 1.286e-03 | Epoch: [71][390/483] | Time 0.450 | Data 0.036 | Loss 0.0673 | IoU 0.596 [2021-03-11 16:57:32,539][root][INFO] - Lr: 1.283e-03 | Epoch: [71][400/483] | Time 0.450 | Data 0.035 | Loss 0.0673 | IoU 0.596 [2021-03-11 16:57:37,019][root][INFO] - Lr: 1.280e-03 | Epoch: [71][410/483] | Time 0.450 | Data 0.035 | Loss 0.0673 | IoU 0.596 [2021-03-11 16:57:41,504][root][INFO] - Lr: 1.277e-03 | Epoch: [71][420/483] | Time 0.450 | Data 0.035 | Loss 0.0673 | IoU 0.596 [2021-03-11 16:57:45,973][root][INFO] - Lr: 1.274e-03 | Epoch: [71][430/483] | Time 0.450 | Data 0.035 | Loss 0.0673 | IoU 0.596 [2021-03-11 16:57:50,456][root][INFO] - Lr: 1.271e-03 | Epoch: [71][440/483] | Time 0.450 | Data 0.035 | Loss 0.0673 | IoU 0.596 [2021-03-11 16:57:54,947][root][INFO] - Lr: 1.269e-03 | Epoch: [71][450/483] | Time 0.450 | Data 0.035 | Loss 0.0672 | IoU 0.596 [2021-03-11 16:57:59,428][root][INFO] - Lr: 1.266e-03 | Epoch: [71][460/483] | Time 0.449 | Data 0.035 | Loss 0.0672 | IoU 0.596 [2021-03-11 16:58:03,909][root][INFO] - Lr: 1.263e-03 | Epoch: [71][470/483] | Time 0.449 | Data 0.035 | Loss 0.0672 | IoU 0.596 [2021-03-11 16:58:08,381][root][INFO] - Lr: 1.260e-03 | Epoch: [71][480/483] | Time 0.449 | Data 0.035 | Loss 0.0672 | IoU 0.596 [2021-03-11 16:58:10,299][root][INFO] - Lr: 1.259e-03 | Epoch: [72][0/483] | Time 0.958 | Data 0.507 | Loss 0.0672 | IoU 0.596 [2021-03-11 16:58:14,780][root][INFO] - Lr: 1.256e-03 | Epoch: [72][10/483] | Time 0.495 | Data 0.077 | Loss 0.0672 | IoU 0.596 [2021-03-11 16:58:19,261][root][INFO] - Lr: 1.253e-03 | Epoch: [72][20/483] | Time 0.472 | Data 0.057 | Loss 0.0672 | IoU 0.596 [2021-03-11 16:58:23,759][root][INFO] - Lr: 1.250e-03 | Epoch: [72][30/483] | Time 0.465 | Data 0.050 | Loss 0.0672 | IoU 0.596 [2021-03-11 16:58:28,249][root][INFO] - Lr: 1.247e-03 | Epoch: [72][40/483] | Time 0.461 | Data 0.046 | Loss 0.0671 | IoU 0.596 [2021-03-11 16:58:32,730][root][INFO] - Lr: 1.244e-03 | Epoch: [72][50/483] | Time 0.459 | Data 0.044 | Loss 0.0671 | IoU 0.596 [2021-03-11 16:58:37,214][root][INFO] - Lr: 1.241e-03 | Epoch: [72][60/483] | Time 0.457 | Data 0.042 | Loss 0.0671 | IoU 0.596 [2021-03-11 16:58:41,694][root][INFO] - Lr: 1.238e-03 | Epoch: [72][70/483] | Time 0.456 | Data 0.041 | Loss 0.0671 | IoU 0.596 [2021-03-11 16:58:46,166][root][INFO] - Lr: 1.235e-03 | Epoch: [72][80/483] | Time 0.455 | Data 0.040 | Loss 0.0671 | IoU 0.596 [2021-03-11 16:58:50,644][root][INFO] - Lr: 1.232e-03 | Epoch: [72][90/483] | Time 0.454 | Data 0.039 | Loss 0.0671 | IoU 0.596 [2021-03-11 16:58:55,131][root][INFO] - Lr: 1.230e-03 | Epoch: [72][100/483] | Time 0.453 | Data 0.039 | Loss 0.0671 | IoU 0.596 [2021-03-11 16:58:59,605][root][INFO] - Lr: 1.227e-03 | Epoch: [72][110/483] | Time 0.453 | Data 0.039 | Loss 0.0671 | IoU 0.596 [2021-03-11 16:59:04,086][root][INFO] - Lr: 1.224e-03 | Epoch: [72][120/483] | Time 0.452 | Data 0.038 | Loss 0.0671 | IoU 0.596 [2021-03-11 16:59:08,565][root][INFO] - Lr: 1.221e-03 | Epoch: [72][130/483] | Time 0.452 | Data 0.038 | Loss 0.0670 | IoU 0.596 [2021-03-11 16:59:13,045][root][INFO] - Lr: 1.218e-03 | Epoch: [72][140/483] | Time 0.452 | Data 0.038 | Loss 0.0670 | IoU 0.596 [2021-03-11 16:59:17,537][root][INFO] - Lr: 1.215e-03 | Epoch: [72][150/483] | Time 0.452 | Data 0.037 | Loss 0.0670 | IoU 0.596 [2021-03-11 16:59:22,017][root][INFO] - Lr: 1.212e-03 | Epoch: [72][160/483] | Time 0.451 | Data 0.037 | Loss 0.0670 | IoU 0.596 [2021-03-11 16:59:26,509][root][INFO] - Lr: 1.209e-03 | Epoch: [72][170/483] | Time 0.451 | Data 0.037 | Loss 0.0670 | IoU 0.596 [2021-03-11 16:59:31,002][root][INFO] - Lr: 1.206e-03 | Epoch: [72][180/483] | Time 0.451 | Data 0.037 | Loss 0.0670 | IoU 0.596 [2021-03-11 16:59:35,480][root][INFO] - Lr: 1.203e-03 | Epoch: [72][190/483] | Time 0.451 | Data 0.037 | Loss 0.0670 | IoU 0.596 [2021-03-11 16:59:39,956][root][INFO] - Lr: 1.200e-03 | Epoch: [72][200/483] | Time 0.451 | Data 0.037 | Loss 0.0670 | IoU 0.596 [2021-03-11 16:59:44,432][root][INFO] - Lr: 1.197e-03 | Epoch: [72][210/483] | Time 0.451 | Data 0.037 | Loss 0.0669 | IoU 0.596 [2021-03-11 16:59:48,915][root][INFO] - Lr: 1.194e-03 | Epoch: [72][220/483] | Time 0.451 | Data 0.036 | Loss 0.0669 | IoU 0.596 [2021-03-11 16:59:53,408][root][INFO] - Lr: 1.191e-03 | Epoch: [72][230/483] | Time 0.451 | Data 0.036 | Loss 0.0669 | IoU 0.596 [2021-03-11 16:59:57,902][root][INFO] - Lr: 1.188e-03 | Epoch: [72][240/483] | Time 0.450 | Data 0.036 | Loss 0.0669 | IoU 0.596 [2021-03-11 17:00:02,384][root][INFO] - Lr: 1.185e-03 | Epoch: [72][250/483] | Time 0.450 | Data 0.036 | Loss 0.0669 | IoU 0.596 [2021-03-11 17:00:06,875][root][INFO] - Lr: 1.182e-03 | Epoch: [72][260/483] | Time 0.450 | Data 0.036 | Loss 0.0669 | IoU 0.596 [2021-03-11 17:00:11,357][root][INFO] - Lr: 1.179e-03 | Epoch: [72][270/483] | Time 0.450 | Data 0.036 | Loss 0.0669 | IoU 0.596 [2021-03-11 17:00:15,853][root][INFO] - Lr: 1.176e-03 | Epoch: [72][280/483] | Time 0.450 | Data 0.036 | Loss 0.0669 | IoU 0.596 [2021-03-11 17:00:20,327][root][INFO] - Lr: 1.174e-03 | Epoch: [72][290/483] | Time 0.450 | Data 0.036 | Loss 0.0668 | IoU 0.596 [2021-03-11 17:00:24,795][root][INFO] - Lr: 1.171e-03 | Epoch: [72][300/483] | Time 0.450 | Data 0.036 | Loss 0.0668 | IoU 0.596 [2021-03-11 17:00:29,283][root][INFO] - Lr: 1.168e-03 | Epoch: [72][310/483] | Time 0.450 | Data 0.036 | Loss 0.0668 | IoU 0.596 [2021-03-11 17:00:33,756][root][INFO] - Lr: 1.165e-03 | Epoch: [72][320/483] | Time 0.450 | Data 0.036 | Loss 0.0668 | IoU 0.596 [2021-03-11 17:00:38,236][root][INFO] - Lr: 1.162e-03 | Epoch: [72][330/483] | Time 0.450 | Data 0.036 | Loss 0.0668 | IoU 0.596 [2021-03-11 17:00:42,716][root][INFO] - Lr: 1.159e-03 | Epoch: [72][340/483] | Time 0.450 | Data 0.036 | Loss 0.0668 | IoU 0.596 [2021-03-11 17:00:47,195][root][INFO] - Lr: 1.156e-03 | Epoch: [72][350/483] | Time 0.450 | Data 0.036 | Loss 0.0668 | IoU 0.596 [2021-03-11 17:00:51,689][root][INFO] - Lr: 1.153e-03 | Epoch: [72][360/483] | Time 0.450 | Data 0.036 | Loss 0.0668 | IoU 0.596 [2021-03-11 17:00:56,179][root][INFO] - Lr: 1.150e-03 | Epoch: [72][370/483] | Time 0.450 | Data 0.036 | Loss 0.0667 | IoU 0.597 [2021-03-11 17:01:00,660][root][INFO] - Lr: 1.147e-03 | Epoch: [72][380/483] | Time 0.450 | Data 0.036 | Loss 0.0667 | IoU 0.597 [2021-03-11 17:01:05,145][root][INFO] - Lr: 1.144e-03 | Epoch: [72][390/483] | Time 0.450 | Data 0.035 | Loss 0.0667 | IoU 0.597 [2021-03-11 17:01:09,634][root][INFO] - Lr: 1.141e-03 | Epoch: [72][400/483] | Time 0.450 | Data 0.035 | Loss 0.0667 | IoU 0.597 [2021-03-11 17:01:14,118][root][INFO] - Lr: 1.138e-03 | Epoch: [72][410/483] | Time 0.450 | Data 0.035 | Loss 0.0667 | IoU 0.597 [2021-03-11 17:01:18,604][root][INFO] - Lr: 1.135e-03 | Epoch: [72][420/483] | Time 0.450 | Data 0.035 | Loss 0.0667 | IoU 0.597 [2021-03-11 17:01:23,096][root][INFO] - Lr: 1.132e-03 | Epoch: [72][430/483] | Time 0.450 | Data 0.035 | Loss 0.0667 | IoU 0.597 [2021-03-11 17:01:27,573][root][INFO] - Lr: 1.129e-03 | Epoch: [72][440/483] | Time 0.450 | Data 0.035 | Loss 0.0667 | IoU 0.597 [2021-03-11 17:01:32,054][root][INFO] - Lr: 1.126e-03 | Epoch: [72][450/483] | Time 0.449 | Data 0.035 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:01:36,545][root][INFO] - Lr: 1.123e-03 | Epoch: [72][460/483] | Time 0.449 | Data 0.035 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:01:41,027][root][INFO] - Lr: 1.120e-03 | Epoch: [72][470/483] | Time 0.449 | Data 0.035 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:01:45,521][root][INFO] - Lr: 1.117e-03 | Epoch: [72][480/483] | Time 0.449 | Data 0.035 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:01:47,477][root][INFO] - Lr: 1.116e-03 | Epoch: [73][0/483] | Time 0.956 | Data 0.504 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:01:51,965][root][INFO] - Lr: 1.113e-03 | Epoch: [73][10/483] | Time 0.495 | Data 0.077 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:01:56,444][root][INFO] - Lr: 1.110e-03 | Epoch: [73][20/483] | Time 0.473 | Data 0.057 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:02:00,934][root][INFO] - Lr: 1.107e-03 | Epoch: [73][30/483] | Time 0.465 | Data 0.049 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:02:05,420][root][INFO] - Lr: 1.104e-03 | Epoch: [73][40/483] | Time 0.461 | Data 0.046 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:02:09,904][root][INFO] - Lr: 1.101e-03 | Epoch: [73][50/483] | Time 0.458 | Data 0.043 | Loss 0.0666 | IoU 0.597 [2021-03-11 17:02:14,380][root][INFO] - Lr: 1.098e-03 | Epoch: [73][60/483] | Time 0.457 | Data 0.042 | Loss 0.0665 | IoU 0.597 [2021-03-11 17:02:18,862][root][INFO] - Lr: 1.096e-03 | Epoch: [73][70/483] | Time 0.456 | Data 0.041 | Loss 0.0665 | IoU 0.597 [2021-03-11 17:02:23,362][root][INFO] - Lr: 1.093e-03 | Epoch: [73][80/483] | Time 0.455 | Data 0.040 | Loss 0.0665 | IoU 0.597 [2021-03-11 17:02:27,862][root][INFO] - Lr: 1.090e-03 | Epoch: [73][90/483] | Time 0.454 | Data 0.039 | Loss 0.0665 | IoU 0.597 [2021-03-11 17:02:32,340][root][INFO] - Lr: 1.087e-03 | Epoch: [73][100/483] | Time 0.454 | Data 0.039 | Loss 0.0665 | IoU 0.597 [2021-03-11 17:02:36,816][root][INFO] - Lr: 1.084e-03 | Epoch: [73][110/483] | Time 0.453 | Data 0.038 | Loss 0.0665 | IoU 0.597 [2021-03-11 17:02:41,299][root][INFO] - Lr: 1.081e-03 | Epoch: [73][120/483] | Time 0.453 | Data 0.038 | Loss 0.0665 | IoU 0.597 [2021-03-11 17:02:45,772][root][INFO] - Lr: 1.078e-03 | Epoch: [73][130/483] | Time 0.452 | Data 0.038 | Loss 0.0665 | IoU 0.597 [2021-03-11 17:02:50,253][root][INFO] - Lr: 1.075e-03 | Epoch: [73][140/483] | Time 0.452 | Data 0.038 | Loss 0.0664 | IoU 0.597 [2021-03-11 17:02:54,734][root][INFO] - Lr: 1.072e-03 | Epoch: [73][150/483] | Time 0.452 | Data 0.037 | Loss 0.0664 | IoU 0.597 [2021-03-11 17:02:59,205][root][INFO] - Lr: 1.069e-03 | Epoch: [73][160/483] | Time 0.451 | Data 0.037 | Loss 0.0664 | IoU 0.597 [2021-03-11 17:03:03,689][root][INFO] - Lr: 1.066e-03 | Epoch: [73][170/483] | Time 0.451 | Data 0.037 | Loss 0.0664 | IoU 0.597 [2021-03-11 17:03:08,175][root][INFO] - Lr: 1.063e-03 | Epoch: [73][180/483] | Time 0.451 | Data 0.037 | Loss 0.0664 | IoU 0.597 [2021-03-11 17:03:12,660][root][INFO] - Lr: 1.060e-03 | Epoch: [73][190/483] | Time 0.451 | Data 0.037 | Loss 0.0664 | IoU 0.597 [2021-03-11 17:03:17,137][root][INFO] - Lr: 1.057e-03 | Epoch: [73][200/483] | Time 0.451 | Data 0.037 | Loss 0.0664 | IoU 0.597 [2021-03-11 17:03:21,614][root][INFO] - Lr: 1.054e-03 | Epoch: [73][210/483] | Time 0.451 | Data 0.036 | Loss 0.0664 | IoU 0.597 [2021-03-11 17:03:26,116][root][INFO] - Lr: 1.051e-03 | Epoch: [73][220/483] | Time 0.451 | Data 0.036 | Loss 0.0663 | IoU 0.597 [2021-03-11 17:03:30,617][root][INFO] - Lr: 1.048e-03 | Epoch: [73][230/483] | Time 0.451 | Data 0.036 | Loss 0.0663 | IoU 0.597 [2021-03-11 17:03:35,105][root][INFO] - Lr: 1.045e-03 | Epoch: [73][240/483] | Time 0.451 | Data 0.036 | Loss 0.0663 | IoU 0.597 [2021-03-11 17:03:39,593][root][INFO] - Lr: 1.042e-03 | Epoch: [73][250/483] | Time 0.450 | Data 0.036 | Loss 0.0663 | IoU 0.597 [2021-03-11 17:03:44,080][root][INFO] - Lr: 1.039e-03 | Epoch: [73][260/483] | Time 0.450 | Data 0.036 | Loss 0.0663 | IoU 0.597 [2021-03-11 17:03:48,557][root][INFO] - Lr: 1.036e-03 | Epoch: [73][270/483] | Time 0.450 | Data 0.036 | Loss 0.0663 | IoU 0.597 [2021-03-11 17:03:53,046][root][INFO] - Lr: 1.033e-03 | Epoch: [73][280/483] | Time 0.450 | Data 0.036 | Loss 0.0663 | IoU 0.597 [2021-03-11 17:03:57,537][root][INFO] - Lr: 1.030e-03 | Epoch: [73][290/483] | Time 0.450 | Data 0.036 | Loss 0.0663 | IoU 0.597 [2021-03-11 17:04:02,026][root][INFO] - Lr: 1.027e-03 | Epoch: [73][300/483] | Time 0.450 | Data 0.036 | Loss 0.0663 | IoU 0.597 [2021-03-11 17:04:06,506][root][INFO] - Lr: 1.024e-03 | Epoch: [73][310/483] | Time 0.450 | Data 0.036 | Loss 0.0662 | IoU 0.597 [2021-03-11 17:04:10,992][root][INFO] - Lr: 1.021e-03 | Epoch: [73][320/483] | Time 0.450 | Data 0.036 | Loss 0.0662 | IoU 0.597 [2021-03-11 17:04:15,485][root][INFO] - Lr: 1.018e-03 | Epoch: [73][330/483] | Time 0.450 | Data 0.036 | Loss 0.0662 | IoU 0.597 [2021-03-11 17:04:19,963][root][INFO] - Lr: 1.015e-03 | Epoch: [73][340/483] | Time 0.450 | Data 0.036 | Loss 0.0662 | IoU 0.597 [2021-03-11 17:04:24,446][root][INFO] - Lr: 1.012e-03 | Epoch: [73][350/483] | Time 0.450 | Data 0.036 | Loss 0.0662 | IoU 0.597 [2021-03-11 17:04:28,924][root][INFO] - Lr: 1.009e-03 | Epoch: [73][360/483] | Time 0.450 | Data 0.036 | Loss 0.0662 | IoU 0.597 [2021-03-11 17:04:33,407][root][INFO] - Lr: 1.006e-03 | Epoch: [73][370/483] | Time 0.450 | Data 0.036 | Loss 0.0662 | IoU 0.597 [2021-03-11 17:04:37,900][root][INFO] - Lr: 1.003e-03 | Epoch: [73][380/483] | Time 0.450 | Data 0.035 | Loss 0.0662 | IoU 0.597 [2021-03-11 17:04:42,389][root][INFO] - Lr: 9.997e-04 | Epoch: [73][390/483] | Time 0.450 | Data 0.035 | Loss 0.0661 | IoU 0.597 [2021-03-11 17:04:46,871][root][INFO] - Lr: 9.967e-04 | Epoch: [73][400/483] | Time 0.450 | Data 0.035 | Loss 0.0661 | IoU 0.597 [2021-03-11 17:04:51,354][root][INFO] - Lr: 9.937e-04 | Epoch: [73][410/483] | Time 0.450 | Data 0.035 | Loss 0.0661 | IoU 0.597 [2021-03-11 17:04:55,824][root][INFO] - Lr: 9.907e-04 | Epoch: [73][420/483] | Time 0.450 | Data 0.035 | Loss 0.0661 | IoU 0.597 [2021-03-11 17:05:00,309][root][INFO] - Lr: 9.877e-04 | Epoch: [73][430/483] | Time 0.450 | Data 0.035 | Loss 0.0661 | IoU 0.597 [2021-03-11 17:05:04,796][root][INFO] - Lr: 9.847e-04 | Epoch: [73][440/483] | Time 0.450 | Data 0.035 | Loss 0.0661 | IoU 0.597 [2021-03-11 17:05:09,275][root][INFO] - Lr: 9.817e-04 | Epoch: [73][450/483] | Time 0.450 | Data 0.035 | Loss 0.0661 | IoU 0.597 [2021-03-11 17:05:13,759][root][INFO] - Lr: 9.787e-04 | Epoch: [73][460/483] | Time 0.450 | Data 0.035 | Loss 0.0661 | IoU 0.597 [2021-03-11 17:05:18,242][root][INFO] - Lr: 9.757e-04 | Epoch: [73][470/483] | Time 0.450 | Data 0.035 | Loss 0.0661 | IoU 0.597 [2021-03-11 17:05:22,717][root][INFO] - Lr: 9.726e-04 | Epoch: [73][480/483] | Time 0.449 | Data 0.035 | Loss 0.0660 | IoU 0.597 [2021-03-11 17:05:24,617][root][INFO] - Lr: 9.717e-04 | Epoch: [74][0/483] | Time 0.934 | Data 0.504 | Loss 0.0660 | IoU 0.597 [2021-03-11 17:05:29,095][root][INFO] - Lr: 9.687e-04 | Epoch: [74][10/483] | Time 0.492 | Data 0.077 | Loss 0.0660 | IoU 0.597 [2021-03-11 17:05:33,588][root][INFO] - Lr: 9.657e-04 | Epoch: [74][20/483] | Time 0.472 | Data 0.057 | Loss 0.0660 | IoU 0.597 [2021-03-11 17:05:38,081][root][INFO] - Lr: 9.627e-04 | Epoch: [74][30/483] | Time 0.464 | Data 0.049 | Loss 0.0660 | IoU 0.597 [2021-03-11 17:05:42,566][root][INFO] - Lr: 9.596e-04 | Epoch: [74][40/483] | Time 0.461 | Data 0.046 | Loss 0.0660 | IoU 0.597 [2021-03-11 17:05:47,060][root][INFO] - Lr: 9.566e-04 | Epoch: [74][50/483] | Time 0.458 | Data 0.043 | Loss 0.0660 | IoU 0.597 [2021-03-11 17:05:51,548][root][INFO] - Lr: 9.536e-04 | Epoch: [74][60/483] | Time 0.457 | Data 0.042 | Loss 0.0660 | IoU 0.597 [2021-03-11 17:05:56,024][root][INFO] - Lr: 9.506e-04 | Epoch: [74][70/483] | Time 0.455 | Data 0.041 | Loss 0.0660 | IoU 0.597 [2021-03-11 17:06:00,495][root][INFO] - Lr: 9.476e-04 | Epoch: [74][80/483] | Time 0.454 | Data 0.040 | Loss 0.0659 | IoU 0.597 [2021-03-11 17:06:04,969][root][INFO] - Lr: 9.445e-04 | Epoch: [74][90/483] | Time 0.454 | Data 0.039 | Loss 0.0659 | IoU 0.597 [2021-03-11 17:06:09,456][root][INFO] - Lr: 9.415e-04 | Epoch: [74][100/483] | Time 0.453 | Data 0.039 | Loss 0.0659 | IoU 0.597 [2021-03-11 17:06:13,939][root][INFO] - Lr: 9.385e-04 | Epoch: [74][110/483] | Time 0.453 | Data 0.039 | Loss 0.0659 | IoU 0.597 [2021-03-11 17:06:18,418][root][INFO] - Lr: 9.354e-04 | Epoch: [74][120/483] | Time 0.452 | Data 0.038 | Loss 0.0659 | IoU 0.597 [2021-03-11 17:06:22,908][root][INFO] - Lr: 9.324e-04 | Epoch: [74][130/483] | Time 0.452 | Data 0.038 | Loss 0.0659 | IoU 0.597 [2021-03-11 17:06:27,387][root][INFO] - Lr: 9.294e-04 | Epoch: [74][140/483] | Time 0.452 | Data 0.038 | Loss 0.0659 | IoU 0.597 [2021-03-11 17:06:31,871][root][INFO] - Lr: 9.263e-04 | Epoch: [74][150/483] | Time 0.452 | Data 0.037 | Loss 0.0659 | IoU 0.597 [2021-03-11 17:06:36,354][root][INFO] - Lr: 9.233e-04 | Epoch: [74][160/483] | Time 0.451 | Data 0.037 | Loss 0.0659 | IoU 0.597 [2021-03-11 17:06:40,848][root][INFO] - Lr: 9.203e-04 | Epoch: [74][170/483] | Time 0.451 | Data 0.037 | Loss 0.0658 | IoU 0.597 [2021-03-11 17:06:45,328][root][INFO] - Lr: 9.172e-04 | Epoch: [74][180/483] | Time 0.451 | Data 0.037 | Loss 0.0658 | IoU 0.597 [2021-03-11 17:06:49,821][root][INFO] - Lr: 9.142e-04 | Epoch: [74][190/483] | Time 0.451 | Data 0.037 | Loss 0.0658 | IoU 0.597 [2021-03-11 17:06:54,311][root][INFO] - Lr: 9.112e-04 | Epoch: [74][200/483] | Time 0.451 | Data 0.037 | Loss 0.0658 | IoU 0.597 [2021-03-11 17:06:58,808][root][INFO] - Lr: 9.081e-04 | Epoch: [74][210/483] | Time 0.451 | Data 0.037 | Loss 0.0658 | IoU 0.597 [2021-03-11 17:07:03,296][root][INFO] - Lr: 9.051e-04 | Epoch: [74][220/483] | Time 0.451 | Data 0.036 | Loss 0.0658 | IoU 0.597 [2021-03-11 17:07:07,781][root][INFO] - Lr: 9.020e-04 | Epoch: [74][230/483] | Time 0.451 | Data 0.036 | Loss 0.0658 | IoU 0.597 [2021-03-11 17:07:12,277][root][INFO] - Lr: 8.990e-04 | Epoch: [74][240/483] | Time 0.451 | Data 0.036 | Loss 0.0658 | IoU 0.597 [2021-03-11 17:07:16,766][root][INFO] - Lr: 8.959e-04 | Epoch: [74][250/483] | Time 0.451 | Data 0.036 | Loss 0.0657 | IoU 0.597 [2021-03-11 17:07:21,255][root][INFO] - Lr: 8.929e-04 | Epoch: [74][260/483] | Time 0.450 | Data 0.036 | Loss 0.0657 | IoU 0.597 [2021-03-11 17:07:25,745][root][INFO] - Lr: 8.899e-04 | Epoch: [74][270/483] | Time 0.450 | Data 0.036 | Loss 0.0657 | IoU 0.597 [2021-03-11 17:07:30,223][root][INFO] - Lr: 8.868e-04 | Epoch: [74][280/483] | Time 0.450 | Data 0.036 | Loss 0.0657 | IoU 0.597 [2021-03-11 17:07:34,714][root][INFO] - Lr: 8.838e-04 | Epoch: [74][290/483] | Time 0.450 | Data 0.036 | Loss 0.0657 | IoU 0.597 [2021-03-11 17:07:39,195][root][INFO] - Lr: 8.807e-04 | Epoch: [74][300/483] | Time 0.450 | Data 0.036 | Loss 0.0657 | IoU 0.597 [2021-03-11 17:07:43,678][root][INFO] - Lr: 8.777e-04 | Epoch: [74][310/483] | Time 0.450 | Data 0.036 | Loss 0.0657 | IoU 0.597 [2021-03-11 17:07:48,160][root][INFO] - Lr: 8.746e-04 | Epoch: [74][320/483] | Time 0.450 | Data 0.036 | Loss 0.0657 | IoU 0.597 [2021-03-11 17:07:52,640][root][INFO] - Lr: 8.715e-04 | Epoch: [74][330/483] | Time 0.450 | Data 0.036 | Loss 0.0657 | IoU 0.597 [2021-03-11 17:07:57,122][root][INFO] - Lr: 8.685e-04 | Epoch: [74][340/483] | Time 0.450 | Data 0.036 | Loss 0.0656 | IoU 0.597 [2021-03-11 17:08:01,603][root][INFO] - Lr: 8.654e-04 | Epoch: [74][350/483] | Time 0.450 | Data 0.036 | Loss 0.0656 | IoU 0.597 [2021-03-11 17:08:06,072][root][INFO] - Lr: 8.624e-04 | Epoch: [74][360/483] | Time 0.450 | Data 0.036 | Loss 0.0656 | IoU 0.597 [2021-03-11 17:08:10,546][root][INFO] - Lr: 8.593e-04 | Epoch: [74][370/483] | Time 0.450 | Data 0.036 | Loss 0.0656 | IoU 0.597 [2021-03-11 17:08:15,019][root][INFO] - Lr: 8.563e-04 | Epoch: [74][380/483] | Time 0.450 | Data 0.035 | Loss 0.0656 | IoU 0.597 [2021-03-11 17:08:19,499][root][INFO] - Lr: 8.532e-04 | Epoch: [74][390/483] | Time 0.450 | Data 0.035 | Loss 0.0656 | IoU 0.597 [2021-03-11 17:08:23,977][root][INFO] - Lr: 8.501e-04 | Epoch: [74][400/483] | Time 0.450 | Data 0.035 | Loss 0.0656 | IoU 0.597 [2021-03-11 17:08:28,448][root][INFO] - Lr: 8.471e-04 | Epoch: [74][410/483] | Time 0.450 | Data 0.035 | Loss 0.0656 | IoU 0.597 [2021-03-11 17:08:32,927][root][INFO] - Lr: 8.440e-04 | Epoch: [74][420/483] | Time 0.450 | Data 0.035 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:08:37,409][root][INFO] - Lr: 8.409e-04 | Epoch: [74][430/483] | Time 0.449 | Data 0.035 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:08:41,883][root][INFO] - Lr: 8.379e-04 | Epoch: [74][440/483] | Time 0.449 | Data 0.035 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:08:46,362][root][INFO] - Lr: 8.348e-04 | Epoch: [74][450/483] | Time 0.449 | Data 0.035 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:08:50,843][root][INFO] - Lr: 8.317e-04 | Epoch: [74][460/483] | Time 0.449 | Data 0.035 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:08:55,329][root][INFO] - Lr: 8.287e-04 | Epoch: [74][470/483] | Time 0.449 | Data 0.035 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:08:59,824][root][INFO] - Lr: 8.256e-04 | Epoch: [74][480/483] | Time 0.449 | Data 0.035 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:09:01,722][root][INFO] - Lr: 8.247e-04 | Epoch: [75][0/483] | Time 0.931 | Data 0.494 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:09:06,218][root][INFO] - Lr: 8.216e-04 | Epoch: [75][10/483] | Time 0.493 | Data 0.076 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:09:10,716][root][INFO] - Lr: 8.185e-04 | Epoch: [75][20/483] | Time 0.473 | Data 0.056 | Loss 0.0655 | IoU 0.597 [2021-03-11 17:09:15,214][root][INFO] - Lr: 8.154e-04 | Epoch: [75][30/483] | Time 0.465 | Data 0.049 | Loss 0.0654 | IoU 0.597 [2021-03-11 17:09:19,718][root][INFO] - Lr: 8.124e-04 | Epoch: [75][40/483] | Time 0.462 | Data 0.046 | Loss 0.0654 | IoU 0.597 [2021-03-11 17:09:24,210][root][INFO] - Lr: 8.093e-04 | Epoch: [75][50/483] | Time 0.459 | Data 0.043 | Loss 0.0654 | IoU 0.597 [2021-03-11 17:09:28,696][root][INFO] - Lr: 8.062e-04 | Epoch: [75][60/483] | Time 0.457 | Data 0.042 | Loss 0.0654 | IoU 0.597 [2021-03-11 17:09:33,181][root][INFO] - Lr: 8.031e-04 | Epoch: [75][70/483] | Time 0.456 | Data 0.041 | Loss 0.0654 | IoU 0.597 [2021-03-11 17:09:37,677][root][INFO] - Lr: 8.000e-04 | Epoch: [75][80/483] | Time 0.455 | Data 0.040 | Loss 0.0654 | IoU 0.597 [2021-03-11 17:09:42,164][root][INFO] - Lr: 7.970e-04 | Epoch: [75][90/483] | Time 0.455 | Data 0.039 | Loss 0.0654 | IoU 0.597 [2021-03-11 17:09:46,650][root][INFO] - Lr: 7.939e-04 | Epoch: [75][100/483] | Time 0.454 | Data 0.039 | Loss 0.0654 | IoU 0.597 [2021-03-11 17:09:51,139][root][INFO] - Lr: 7.908e-04 | Epoch: [75][110/483] | Time 0.454 | Data 0.039 | Loss 0.0654 | IoU 0.597 [2021-03-11 17:09:55,627][root][INFO] - Lr: 7.877e-04 | Epoch: [75][120/483] | Time 0.453 | Data 0.038 | Loss 0.0653 | IoU 0.597 [2021-03-11 17:10:00,123][root][INFO] - Lr: 7.846e-04 | Epoch: [75][130/483] | Time 0.453 | Data 0.038 | Loss 0.0653 | IoU 0.597 [2021-03-11 17:10:04,626][root][INFO] - Lr: 7.815e-04 | Epoch: [75][140/483] | Time 0.453 | Data 0.038 | Loss 0.0653 | IoU 0.597 [2021-03-11 17:10:09,120][root][INFO] - Lr: 7.784e-04 | Epoch: [75][150/483] | Time 0.453 | Data 0.037 | Loss 0.0653 | IoU 0.597 [2021-03-11 17:10:13,602][root][INFO] - Lr: 7.753e-04 | Epoch: [75][160/483] | Time 0.452 | Data 0.037 | Loss 0.0653 | IoU 0.597 [2021-03-11 17:10:18,091][root][INFO] - Lr: 7.722e-04 | Epoch: [75][170/483] | Time 0.452 | Data 0.037 | Loss 0.0653 | IoU 0.597 [2021-03-11 17:10:22,578][root][INFO] - Lr: 7.691e-04 | Epoch: [75][180/483] | Time 0.452 | Data 0.037 | Loss 0.0653 | IoU 0.597 [2021-03-11 17:10:27,054][root][INFO] - Lr: 7.660e-04 | Epoch: [75][190/483] | Time 0.452 | Data 0.037 | Loss 0.0653 | IoU 0.597 [2021-03-11 17:10:31,549][root][INFO] - Lr: 7.629e-04 | Epoch: [75][200/483] | Time 0.452 | Data 0.037 | Loss 0.0653 | IoU 0.597 [2021-03-11 17:10:36,045][root][INFO] - Lr: 7.598e-04 | Epoch: [75][210/483] | Time 0.451 | Data 0.037 | Loss 0.0652 | IoU 0.597 [2021-03-11 17:10:40,533][root][INFO] - Lr: 7.567e-04 | Epoch: [75][220/483] | Time 0.451 | Data 0.036 | Loss 0.0652 | IoU 0.597 [2021-03-11 17:10:45,014][root][INFO] - Lr: 7.536e-04 | Epoch: [75][230/483] | Time 0.451 | Data 0.036 | Loss 0.0652 | IoU 0.597 [2021-03-11 17:10:49,496][root][INFO] - Lr: 7.505e-04 | Epoch: [75][240/483] | Time 0.451 | Data 0.036 | Loss 0.0652 | IoU 0.597 [2021-03-11 17:10:53,975][root][INFO] - Lr: 7.474e-04 | Epoch: [75][250/483] | Time 0.451 | Data 0.036 | Loss 0.0652 | IoU 0.597 [2021-03-11 17:10:58,462][root][INFO] - Lr: 7.443e-04 | Epoch: [75][260/483] | Time 0.451 | Data 0.036 | Loss 0.0652 | IoU 0.597 [2021-03-11 17:11:02,944][root][INFO] - Lr: 7.412e-04 | Epoch: [75][270/483] | Time 0.451 | Data 0.036 | Loss 0.0652 | IoU 0.597 [2021-03-11 17:11:07,424][root][INFO] - Lr: 7.381e-04 | Epoch: [75][280/483] | Time 0.451 | Data 0.036 | Loss 0.0652 | IoU 0.597 [2021-03-11 17:11:11,907][root][INFO] - Lr: 7.350e-04 | Epoch: [75][290/483] | Time 0.451 | Data 0.036 | Loss 0.0651 | IoU 0.597 [2021-03-11 17:11:16,397][root][INFO] - Lr: 7.319e-04 | Epoch: [75][300/483] | Time 0.451 | Data 0.036 | Loss 0.0651 | IoU 0.597 [2021-03-11 17:11:20,878][root][INFO] - Lr: 7.288e-04 | Epoch: [75][310/483] | Time 0.450 | Data 0.036 | Loss 0.0651 | IoU 0.597 [2021-03-11 17:11:25,371][root][INFO] - Lr: 7.256e-04 | Epoch: [75][320/483] | Time 0.450 | Data 0.036 | Loss 0.0651 | IoU 0.597 [2021-03-11 17:11:29,855][root][INFO] - Lr: 7.225e-04 | Epoch: [75][330/483] | Time 0.450 | Data 0.036 | Loss 0.0651 | IoU 0.597 [2021-03-11 17:11:34,334][root][INFO] - Lr: 7.194e-04 | Epoch: [75][340/483] | Time 0.450 | Data 0.036 | Loss 0.0651 | IoU 0.597 [2021-03-11 17:11:38,818][root][INFO] - Lr: 7.163e-04 | Epoch: [75][350/483] | Time 0.450 | Data 0.036 | Loss 0.0651 | IoU 0.597 [2021-03-11 17:11:43,294][root][INFO] - Lr: 7.132e-04 | Epoch: [75][360/483] | Time 0.450 | Data 0.036 | Loss 0.0651 | IoU 0.597 [2021-03-11 17:11:47,776][root][INFO] - Lr: 7.100e-04 | Epoch: [75][370/483] | Time 0.450 | Data 0.036 | Loss 0.0651 | IoU 0.597 [2021-03-11 17:11:52,264][root][INFO] - Lr: 7.069e-04 | Epoch: [75][380/483] | Time 0.450 | Data 0.036 | Loss 0.0650 | IoU 0.597 [2021-03-11 17:11:56,741][root][INFO] - Lr: 7.038e-04 | Epoch: [75][390/483] | Time 0.450 | Data 0.036 | Loss 0.0650 | IoU 0.597 [2021-03-11 17:12:01,218][root][INFO] - Lr: 7.007e-04 | Epoch: [75][400/483] | Time 0.450 | Data 0.036 | Loss 0.0650 | IoU 0.597 [2021-03-11 17:12:05,706][root][INFO] - Lr: 6.975e-04 | Epoch: [75][410/483] | Time 0.450 | Data 0.035 | Loss 0.0650 | IoU 0.598 [2021-03-11 17:12:10,199][root][INFO] - Lr: 6.944e-04 | Epoch: [75][420/483] | Time 0.450 | Data 0.035 | Loss 0.0650 | IoU 0.598 [2021-03-11 17:12:14,679][root][INFO] - Lr: 6.913e-04 | Epoch: [75][430/483] | Time 0.450 | Data 0.035 | Loss 0.0650 | IoU 0.598 [2021-03-11 17:12:19,162][root][INFO] - Lr: 6.881e-04 | Epoch: [75][440/483] | Time 0.450 | Data 0.035 | Loss 0.0650 | IoU 0.598 [2021-03-11 17:12:23,660][root][INFO] - Lr: 6.850e-04 | Epoch: [75][450/483] | Time 0.450 | Data 0.035 | Loss 0.0650 | IoU 0.598 [2021-03-11 17:12:28,138][root][INFO] - Lr: 6.818e-04 | Epoch: [75][460/483] | Time 0.450 | Data 0.035 | Loss 0.0650 | IoU 0.598 [2021-03-11 17:12:32,643][root][INFO] - Lr: 6.787e-04 | Epoch: [75][470/483] | Time 0.450 | Data 0.035 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:12:37,130][root][INFO] - Lr: 6.756e-04 | Epoch: [75][480/483] | Time 0.450 | Data 0.035 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:12:38,665][root][INFO] - 0/680 [2021-03-11 17:12:38,947][root][INFO] - 1/680 [2021-03-11 17:12:39,152][root][INFO] - 2/680 [2021-03-11 17:12:39,355][root][INFO] - 3/680 [2021-03-11 17:12:39,554][root][INFO] - 4/680 [2021-03-11 17:12:39,742][root][INFO] - 5/680 [2021-03-11 17:12:39,938][root][INFO] - 6/680 [2021-03-11 17:12:40,139][root][INFO] - 7/680 [2021-03-11 17:12:40,338][root][INFO] - 8/680 [2021-03-11 17:12:40,535][root][INFO] - 9/680 [2021-03-11 17:12:40,732][root][INFO] - 10/680 [2021-03-11 17:12:40,931][root][INFO] - 11/680 [2021-03-11 17:12:41,131][root][INFO] - 12/680 [2021-03-11 17:12:41,331][root][INFO] - 13/680 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17:14:34,854][root][INFO] - 594/680 [2021-03-11 17:14:35,037][root][INFO] - 595/680 [2021-03-11 17:14:35,236][root][INFO] - 596/680 [2021-03-11 17:14:35,435][root][INFO] - 597/680 [2021-03-11 17:14:35,635][root][INFO] - 598/680 [2021-03-11 17:14:35,832][root][INFO] - 599/680 [2021-03-11 17:14:36,029][root][INFO] - 600/680 [2021-03-11 17:14:36,214][root][INFO] - 601/680 [2021-03-11 17:14:36,414][root][INFO] - 602/680 [2021-03-11 17:14:36,611][root][INFO] - 603/680 [2021-03-11 17:14:36,808][root][INFO] - 604/680 [2021-03-11 17:14:37,006][root][INFO] - 605/680 [2021-03-11 17:14:37,202][root][INFO] - 606/680 [2021-03-11 17:14:37,399][root][INFO] - 607/680 [2021-03-11 17:14:37,588][root][INFO] - 608/680 [2021-03-11 17:14:37,785][root][INFO] - 609/680 [2021-03-11 17:14:37,982][root][INFO] - 610/680 [2021-03-11 17:14:38,171][root][INFO] - 611/680 [2021-03-11 17:14:38,367][root][INFO] - 612/680 [2021-03-11 17:14:38,564][root][INFO] - 613/680 [2021-03-11 17:14:38,763][root][INFO] - 614/680 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17:14:46,998][root][INFO] - 656/680 [2021-03-11 17:14:47,196][root][INFO] - 657/680 [2021-03-11 17:14:47,394][root][INFO] - 658/680 [2021-03-11 17:14:47,591][root][INFO] - 659/680 [2021-03-11 17:14:47,789][root][INFO] - 660/680 [2021-03-11 17:14:47,987][root][INFO] - 661/680 [2021-03-11 17:14:48,186][root][INFO] - 662/680 [2021-03-11 17:14:48,385][root][INFO] - 663/680 [2021-03-11 17:14:48,584][root][INFO] - 664/680 [2021-03-11 17:14:48,780][root][INFO] - 665/680 [2021-03-11 17:14:48,977][root][INFO] - 666/680 [2021-03-11 17:14:49,175][root][INFO] - 667/680 [2021-03-11 17:14:49,375][root][INFO] - 668/680 [2021-03-11 17:14:49,573][root][INFO] - 669/680 [2021-03-11 17:14:49,774][root][INFO] - 670/680 [2021-03-11 17:14:49,975][root][INFO] - 671/680 [2021-03-11 17:14:50,156][root][INFO] - 672/680 [2021-03-11 17:14:50,338][root][INFO] - 673/680 [2021-03-11 17:14:50,521][root][INFO] - 674/680 [2021-03-11 17:14:50,704][root][INFO] - 675/680 [2021-03-11 17:14:50,887][root][INFO] - 676/680 [2021-03-11 17:14:51,070][root][INFO] - 677/680 [2021-03-11 17:14:51,255][root][INFO] - 678/680 [2021-03-11 17:14:51,437][root][INFO] - 679/680 [2021-03-11 17:14:51,641][root][INFO] - Validation set: Time avg per batch 0.196 Loss avg 1.3413 IoU avg 0.506 [2021-03-11 17:14:52,682][root][INFO] - Lr: 6.746e-04 | Epoch: [76][0/483] | Time 0.989 | Data 0.532 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:14:57,159][root][INFO] - Lr: 6.715e-04 | Epoch: [76][10/483] | Time 0.497 | Data 0.079 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:15:01,633][root][INFO] - Lr: 6.683e-04 | Epoch: [76][20/483] | Time 0.473 | Data 0.058 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:15:06,112][root][INFO] - Lr: 6.652e-04 | Epoch: [76][30/483] | Time 0.465 | Data 0.050 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:15:10,584][root][INFO] - Lr: 6.620e-04 | Epoch: [76][40/483] | Time 0.461 | Data 0.046 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:15:15,060][root][INFO] - Lr: 6.589e-04 | Epoch: [76][50/483] | Time 0.458 | Data 0.044 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:15:19,546][root][INFO] - Lr: 6.557e-04 | Epoch: [76][60/483] | Time 0.457 | Data 0.042 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:15:24,031][root][INFO] - Lr: 6.526e-04 | Epoch: [76][70/483] | Time 0.455 | Data 0.041 | Loss 0.0649 | IoU 0.598 [2021-03-11 17:15:28,521][root][INFO] - Lr: 6.494e-04 | Epoch: [76][80/483] | Time 0.455 | Data 0.040 | Loss 0.0648 | IoU 0.598 [2021-03-11 17:15:33,010][root][INFO] - Lr: 6.463e-04 | Epoch: [76][90/483] | Time 0.454 | Data 0.040 | Loss 0.0648 | IoU 0.598 [2021-03-11 17:15:37,501][root][INFO] - Lr: 6.431e-04 | Epoch: [76][100/483] | Time 0.454 | Data 0.039 | Loss 0.0648 | IoU 0.598 [2021-03-11 17:15:41,976][root][INFO] - Lr: 6.400e-04 | Epoch: [76][110/483] | Time 0.453 | Data 0.039 | Loss 0.0648 | IoU 0.598 [2021-03-11 17:15:46,457][root][INFO] - Lr: 6.368e-04 | Epoch: [76][120/483] | Time 0.453 | Data 0.038 | Loss 0.0648 | IoU 0.598 [2021-03-11 17:15:50,938][root][INFO] - Lr: 6.336e-04 | Epoch: [76][130/483] | Time 0.452 | Data 0.038 | Loss 0.0648 | IoU 0.598 [2021-03-11 17:15:55,428][root][INFO] - Lr: 6.305e-04 | Epoch: [76][140/483] | Time 0.452 | Data 0.038 | Loss 0.0648 | IoU 0.598 [2021-03-11 17:15:59,898][root][INFO] - Lr: 6.273e-04 | Epoch: [76][150/483] | Time 0.452 | Data 0.038 | Loss 0.0648 | IoU 0.598 [2021-03-11 17:16:04,375][root][INFO] - Lr: 6.241e-04 | Epoch: [76][160/483] | Time 0.451 | Data 0.037 | Loss 0.0648 | IoU 0.598 [2021-03-11 17:16:08,850][root][INFO] - Lr: 6.210e-04 | Epoch: [76][170/483] | Time 0.451 | Data 0.037 | Loss 0.0647 | IoU 0.598 [2021-03-11 17:16:13,324][root][INFO] - Lr: 6.178e-04 | Epoch: [76][180/483] | Time 0.451 | Data 0.037 | Loss 0.0647 | IoU 0.598 [2021-03-11 17:16:17,805][root][INFO] - Lr: 6.146e-04 | Epoch: [76][190/483] | Time 0.451 | Data 0.037 | Loss 0.0647 | IoU 0.598 [2021-03-11 17:16:22,288][root][INFO] - Lr: 6.114e-04 | Epoch: [76][200/483] | Time 0.451 | Data 0.037 | Loss 0.0647 | IoU 0.598 [2021-03-11 17:16:26,775][root][INFO] - Lr: 6.083e-04 | Epoch: [76][210/483] | Time 0.451 | Data 0.037 | Loss 0.0647 | IoU 0.598 [2021-03-11 17:16:31,256][root][INFO] - Lr: 6.051e-04 | Epoch: [76][220/483] | Time 0.451 | Data 0.037 | Loss 0.0647 | IoU 0.598 [2021-03-11 17:16:35,743][root][INFO] - Lr: 6.019e-04 | Epoch: [76][230/483] | Time 0.450 | Data 0.036 | Loss 0.0647 | IoU 0.598 [2021-03-11 17:16:40,232][root][INFO] - Lr: 5.987e-04 | Epoch: [76][240/483] | Time 0.450 | Data 0.036 | Loss 0.0647 | IoU 0.598 [2021-03-11 17:16:44,718][root][INFO] - Lr: 5.955e-04 | Epoch: [76][250/483] | Time 0.450 | Data 0.036 | Loss 0.0647 | IoU 0.598 [2021-03-11 17:16:49,205][root][INFO] - Lr: 5.923e-04 | Epoch: [76][260/483] | Time 0.450 | Data 0.036 | Loss 0.0646 | IoU 0.598 [2021-03-11 17:16:53,694][root][INFO] - Lr: 5.891e-04 | Epoch: [76][270/483] | Time 0.450 | Data 0.036 | Loss 0.0646 | IoU 0.598 [2021-03-11 17:16:58,171][root][INFO] - Lr: 5.860e-04 | Epoch: [76][280/483] | Time 0.450 | Data 0.036 | Loss 0.0646 | IoU 0.598 [2021-03-11 17:17:02,652][root][INFO] - Lr: 5.828e-04 | Epoch: [76][290/483] | Time 0.450 | Data 0.036 | Loss 0.0646 | IoU 0.598 [2021-03-11 17:17:07,125][root][INFO] - Lr: 5.796e-04 | Epoch: [76][300/483] | Time 0.450 | Data 0.036 | Loss 0.0646 | IoU 0.598 [2021-03-11 17:17:11,627][root][INFO] - Lr: 5.764e-04 | Epoch: [76][310/483] | Time 0.450 | Data 0.036 | Loss 0.0646 | IoU 0.598 [2021-03-11 17:17:16,101][root][INFO] - Lr: 5.732e-04 | Epoch: [76][320/483] | Time 0.450 | Data 0.036 | Loss 0.0646 | IoU 0.598 [2021-03-11 17:17:20,585][root][INFO] - Lr: 5.700e-04 | Epoch: [76][330/483] | Time 0.450 | Data 0.036 | Loss 0.0646 | IoU 0.598 [2021-03-11 17:17:25,073][root][INFO] - Lr: 5.668e-04 | Epoch: [76][340/483] | Time 0.450 | Data 0.036 | Loss 0.0646 | IoU 0.598 [2021-03-11 17:17:29,558][root][INFO] - Lr: 5.636e-04 | Epoch: [76][350/483] | Time 0.450 | Data 0.036 | Loss 0.0645 | IoU 0.598 [2021-03-11 17:17:34,041][root][INFO] - Lr: 5.604e-04 | Epoch: [76][360/483] | Time 0.450 | Data 0.036 | Loss 0.0645 | IoU 0.598 [2021-03-11 17:17:38,531][root][INFO] - Lr: 5.571e-04 | Epoch: [76][370/483] | Time 0.450 | Data 0.036 | Loss 0.0645 | IoU 0.598 [2021-03-11 17:17:43,022][root][INFO] - Lr: 5.539e-04 | Epoch: [76][380/483] | Time 0.450 | Data 0.036 | Loss 0.0645 | IoU 0.598 [2021-03-11 17:17:47,504][root][INFO] - Lr: 5.507e-04 | Epoch: [76][390/483] | Time 0.450 | Data 0.036 | Loss 0.0645 | IoU 0.598 [2021-03-11 17:17:51,983][root][INFO] - Lr: 5.475e-04 | Epoch: [76][400/483] | Time 0.450 | Data 0.036 | Loss 0.0645 | IoU 0.598 [2021-03-11 17:17:56,473][root][INFO] - Lr: 5.443e-04 | Epoch: [76][410/483] | Time 0.450 | Data 0.035 | Loss 0.0645 | IoU 0.598 [2021-03-11 17:18:00,973][root][INFO] - Lr: 5.411e-04 | Epoch: [76][420/483] | Time 0.450 | Data 0.035 | Loss 0.0645 | IoU 0.598 [2021-03-11 17:18:05,460][root][INFO] - Lr: 5.378e-04 | Epoch: [76][430/483] | Time 0.450 | Data 0.035 | Loss 0.0645 | IoU 0.598 [2021-03-11 17:18:09,951][root][INFO] - Lr: 5.346e-04 | Epoch: [76][440/483] | Time 0.450 | Data 0.035 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:14,443][root][INFO] - Lr: 5.314e-04 | Epoch: [76][450/483] | Time 0.450 | Data 0.035 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:18,923][root][INFO] - Lr: 5.282e-04 | Epoch: [76][460/483] | Time 0.450 | Data 0.035 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:23,403][root][INFO] - Lr: 5.249e-04 | Epoch: [76][470/483] | Time 0.449 | Data 0.035 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:27,877][root][INFO] - Lr: 5.217e-04 | Epoch: [76][480/483] | Time 0.449 | Data 0.035 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:29,818][root][INFO] - Lr: 5.207e-04 | Epoch: [77][0/483] | Time 0.948 | Data 0.494 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:34,311][root][INFO] - Lr: 5.175e-04 | Epoch: [77][10/483] | Time 0.495 | Data 0.076 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:38,799][root][INFO] - Lr: 5.143e-04 | Epoch: [77][20/483] | Time 0.473 | Data 0.056 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:43,292][root][INFO] - Lr: 5.110e-04 | Epoch: [77][30/483] | Time 0.465 | Data 0.049 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:47,770][root][INFO] - Lr: 5.078e-04 | Epoch: [77][40/483] | Time 0.461 | Data 0.045 | Loss 0.0644 | IoU 0.598 [2021-03-11 17:18:52,246][root][INFO] - Lr: 5.045e-04 | Epoch: [77][50/483] | Time 0.458 | Data 0.043 | Loss 0.0643 | IoU 0.598 [2021-03-11 17:18:56,726][root][INFO] - Lr: 5.013e-04 | Epoch: [77][60/483] | Time 0.457 | Data 0.042 | Loss 0.0643 | IoU 0.598 [2021-03-11 17:19:01,208][root][INFO] - Lr: 4.980e-04 | Epoch: [77][70/483] | Time 0.455 | Data 0.041 | Loss 0.0643 | IoU 0.598 [2021-03-11 17:19:05,691][root][INFO] - Lr: 4.948e-04 | Epoch: [77][80/483] | Time 0.455 | Data 0.040 | Loss 0.0643 | IoU 0.598 [2021-03-11 17:19:10,176][root][INFO] - Lr: 4.915e-04 | Epoch: [77][90/483] | Time 0.454 | Data 0.039 | Loss 0.0643 | IoU 0.598 [2021-03-11 17:19:14,664][root][INFO] - Lr: 4.883e-04 | Epoch: [77][100/483] | Time 0.453 | Data 0.039 | Loss 0.0643 | IoU 0.598 [2021-03-11 17:19:19,142][root][INFO] - Lr: 4.850e-04 | Epoch: [77][110/483] | Time 0.453 | Data 0.038 | Loss 0.0643 | IoU 0.598 [2021-03-11 17:19:23,629][root][INFO] - Lr: 4.818e-04 | Epoch: [77][120/483] | Time 0.453 | Data 0.038 | Loss 0.0643 | IoU 0.598 [2021-03-11 17:19:28,108][root][INFO] - Lr: 4.785e-04 | Epoch: [77][130/483] | Time 0.452 | Data 0.038 | Loss 0.0643 | IoU 0.598 [2021-03-11 17:19:32,585][root][INFO] - Lr: 4.752e-04 | Epoch: [77][140/483] | Time 0.452 | Data 0.038 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:19:37,093][root][INFO] - Lr: 4.720e-04 | Epoch: [77][150/483] | Time 0.452 | Data 0.037 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:19:41,569][root][INFO] - Lr: 4.687e-04 | Epoch: [77][160/483] | Time 0.452 | Data 0.037 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:19:46,048][root][INFO] - Lr: 4.654e-04 | Epoch: [77][170/483] | Time 0.451 | Data 0.037 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:19:50,542][root][INFO] - Lr: 4.621e-04 | Epoch: [77][180/483] | Time 0.451 | Data 0.037 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:19:55,027][root][INFO] - Lr: 4.589e-04 | Epoch: [77][190/483] | Time 0.451 | Data 0.037 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:19:59,505][root][INFO] - Lr: 4.556e-04 | Epoch: [77][200/483] | Time 0.451 | Data 0.037 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:20:03,983][root][INFO] - Lr: 4.523e-04 | Epoch: [77][210/483] | Time 0.451 | Data 0.036 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:20:08,464][root][INFO] - Lr: 4.490e-04 | Epoch: [77][220/483] | Time 0.451 | Data 0.036 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:20:12,945][root][INFO] - Lr: 4.457e-04 | Epoch: [77][230/483] | Time 0.451 | Data 0.036 | Loss 0.0642 | IoU 0.598 [2021-03-11 17:20:17,434][root][INFO] - Lr: 4.424e-04 | Epoch: [77][240/483] | Time 0.450 | Data 0.036 | Loss 0.0641 | IoU 0.598 [2021-03-11 17:20:21,926][root][INFO] - Lr: 4.391e-04 | Epoch: [77][250/483] | Time 0.450 | Data 0.036 | Loss 0.0641 | IoU 0.598 [2021-03-11 17:20:26,404][root][INFO] - Lr: 4.358e-04 | Epoch: [77][260/483] | Time 0.450 | Data 0.036 | Loss 0.0641 | IoU 0.598 [2021-03-11 17:20:30,893][root][INFO] - Lr: 4.325e-04 | Epoch: [77][270/483] | Time 0.450 | Data 0.036 | Loss 0.0641 | IoU 0.598 [2021-03-11 17:20:35,376][root][INFO] - Lr: 4.292e-04 | Epoch: [77][280/483] | Time 0.450 | Data 0.036 | Loss 0.0641 | IoU 0.598 [2021-03-11 17:20:39,858][root][INFO] - Lr: 4.259e-04 | Epoch: [77][290/483] | Time 0.450 | Data 0.036 | Loss 0.0641 | IoU 0.598 [2021-03-11 17:20:44,338][root][INFO] - Lr: 4.226e-04 | Epoch: [77][300/483] | Time 0.450 | Data 0.036 | Loss 0.0641 | IoU 0.598 [2021-03-11 17:20:48,816][root][INFO] - Lr: 4.193e-04 | Epoch: [77][310/483] | Time 0.450 | Data 0.036 | Loss 0.0641 | IoU 0.598 [2021-03-11 17:20:53,298][root][INFO] - Lr: 4.160e-04 | Epoch: [77][320/483] | Time 0.450 | Data 0.036 | Loss 0.0641 | IoU 0.598 [2021-03-11 17:20:57,789][root][INFO] - Lr: 4.127e-04 | Epoch: [77][330/483] | Time 0.450 | Data 0.036 | Loss 0.0640 | IoU 0.598 [2021-03-11 17:21:02,268][root][INFO] - Lr: 4.094e-04 | Epoch: [77][340/483] | Time 0.450 | Data 0.036 | Loss 0.0640 | IoU 0.598 [2021-03-11 17:21:06,752][root][INFO] - Lr: 4.060e-04 | Epoch: [77][350/483] | Time 0.450 | Data 0.036 | Loss 0.0640 | IoU 0.598 [2021-03-11 17:21:11,232][root][INFO] - Lr: 4.027e-04 | Epoch: [77][360/483] | Time 0.450 | Data 0.036 | Loss 0.0640 | IoU 0.598 [2021-03-11 17:21:15,713][root][INFO] - Lr: 3.994e-04 | Epoch: [77][370/483] | Time 0.450 | Data 0.036 | Loss 0.0640 | IoU 0.598 [2021-03-11 17:21:20,199][root][INFO] - Lr: 3.960e-04 | Epoch: [77][380/483] | Time 0.450 | Data 0.035 | Loss 0.0640 | IoU 0.598 [2021-03-11 17:21:24,685][root][INFO] - Lr: 3.927e-04 | Epoch: [77][390/483] | Time 0.450 | Data 0.035 | Loss 0.0640 | IoU 0.598 [2021-03-11 17:21:29,169][root][INFO] - Lr: 3.894e-04 | Epoch: [77][400/483] | Time 0.450 | Data 0.035 | Loss 0.0640 | IoU 0.598 [2021-03-11 17:21:33,668][root][INFO] - Lr: 3.860e-04 | Epoch: [77][410/483] | Time 0.450 | Data 0.035 | Loss 0.0640 | IoU 0.598 [2021-03-11 17:21:38,160][root][INFO] - Lr: 3.827e-04 | Epoch: [77][420/483] | Time 0.450 | Data 0.035 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:21:42,648][root][INFO] - Lr: 3.793e-04 | Epoch: [77][430/483] | Time 0.450 | Data 0.035 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:21:47,142][root][INFO] - Lr: 3.760e-04 | Epoch: [77][440/483] | Time 0.450 | Data 0.035 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:21:51,639][root][INFO] - Lr: 3.726e-04 | Epoch: [77][450/483] | Time 0.450 | Data 0.035 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:21:56,125][root][INFO] - Lr: 3.693e-04 | Epoch: [77][460/483] | Time 0.450 | Data 0.035 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:22:00,622][root][INFO] - Lr: 3.659e-04 | Epoch: [77][470/483] | Time 0.450 | Data 0.035 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:22:05,115][root][INFO] - Lr: 3.625e-04 | Epoch: [77][480/483] | Time 0.450 | Data 0.035 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:22:07,062][root][INFO] - Lr: 3.615e-04 | Epoch: [78][0/483] | Time 0.985 | Data 0.528 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:22:11,547][root][INFO] - Lr: 3.582e-04 | Epoch: [78][10/483] | Time 0.497 | Data 0.079 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:22:16,038][root][INFO] - Lr: 3.548e-04 | Epoch: [78][20/483] | Time 0.474 | Data 0.058 | Loss 0.0639 | IoU 0.598 [2021-03-11 17:22:20,516][root][INFO] - Lr: 3.514e-04 | Epoch: [78][30/483] | Time 0.466 | Data 0.050 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:22:25,009][root][INFO] - Lr: 3.480e-04 | Epoch: [78][40/483] | Time 0.462 | Data 0.046 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:22:29,495][root][INFO] - Lr: 3.446e-04 | Epoch: [78][50/483] | Time 0.459 | Data 0.044 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:22:33,977][root][INFO] - Lr: 3.412e-04 | Epoch: [78][60/483] | Time 0.457 | Data 0.042 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:22:38,457][root][INFO] - Lr: 3.379e-04 | Epoch: [78][70/483] | Time 0.456 | Data 0.041 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:22:42,935][root][INFO] - Lr: 3.345e-04 | Epoch: [78][80/483] | Time 0.455 | Data 0.040 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:22:47,413][root][INFO] - Lr: 3.311e-04 | Epoch: [78][90/483] | Time 0.454 | Data 0.040 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:22:51,895][root][INFO] - Lr: 3.277e-04 | Epoch: [78][100/483] | Time 0.454 | Data 0.039 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:22:56,369][root][INFO] - Lr: 3.243e-04 | Epoch: [78][110/483] | Time 0.453 | Data 0.039 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:23:00,855][root][INFO] - Lr: 3.208e-04 | Epoch: [78][120/483] | Time 0.453 | Data 0.038 | Loss 0.0638 | IoU 0.598 [2021-03-11 17:23:05,344][root][INFO] - Lr: 3.174e-04 | Epoch: [78][130/483] | Time 0.452 | Data 0.038 | Loss 0.0637 | IoU 0.598 [2021-03-11 17:23:09,829][root][INFO] - Lr: 3.140e-04 | Epoch: [78][140/483] | Time 0.452 | Data 0.038 | Loss 0.0637 | IoU 0.598 [2021-03-11 17:23:14,318][root][INFO] - Lr: 3.106e-04 | Epoch: [78][150/483] | Time 0.452 | Data 0.038 | Loss 0.0637 | IoU 0.598 [2021-03-11 17:23:18,813][root][INFO] - Lr: 3.072e-04 | Epoch: [78][160/483] | Time 0.452 | Data 0.037 | Loss 0.0637 | IoU 0.598 [2021-03-11 17:23:23,302][root][INFO] - Lr: 3.037e-04 | Epoch: [78][170/483] | Time 0.452 | Data 0.037 | Loss 0.0637 | IoU 0.598 [2021-03-11 17:23:27,782][root][INFO] - Lr: 3.003e-04 | Epoch: [78][180/483] | Time 0.451 | Data 0.037 | Loss 0.0637 | IoU 0.598 [2021-03-11 17:23:32,273][root][INFO] - Lr: 2.968e-04 | Epoch: [78][190/483] | Time 0.451 | Data 0.037 | Loss 0.0637 | IoU 0.598 [2021-03-11 17:23:36,773][root][INFO] - Lr: 2.934e-04 | Epoch: [78][200/483] | Time 0.451 | Data 0.037 | Loss 0.0637 | IoU 0.598 [2021-03-11 17:23:41,275][root][INFO] - Lr: 2.900e-04 | Epoch: [78][210/483] | Time 0.451 | Data 0.037 | Loss 0.0637 | IoU 0.598 [2021-03-11 17:23:45,758][root][INFO] - Lr: 2.865e-04 | Epoch: [78][220/483] | Time 0.451 | Data 0.037 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:23:50,233][root][INFO] - Lr: 2.830e-04 | Epoch: [78][230/483] | Time 0.451 | Data 0.036 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:23:54,708][root][INFO] - Lr: 2.796e-04 | Epoch: [78][240/483] | Time 0.451 | Data 0.036 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:23:59,188][root][INFO] - Lr: 2.761e-04 | Epoch: [78][250/483] | Time 0.451 | Data 0.036 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:24:03,667][root][INFO] - Lr: 2.726e-04 | Epoch: [78][260/483] | Time 0.451 | Data 0.036 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:24:08,149][root][INFO] - Lr: 2.692e-04 | Epoch: [78][270/483] | Time 0.450 | Data 0.036 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:24:12,641][root][INFO] - Lr: 2.657e-04 | Epoch: [78][280/483] | Time 0.450 | Data 0.036 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:24:17,121][root][INFO] - Lr: 2.622e-04 | Epoch: [78][290/483] | Time 0.450 | Data 0.036 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:24:21,601][root][INFO] - Lr: 2.587e-04 | Epoch: [78][300/483] | Time 0.450 | Data 0.036 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:24:26,081][root][INFO] - Lr: 2.552e-04 | Epoch: [78][310/483] | Time 0.450 | Data 0.036 | Loss 0.0636 | IoU 0.598 [2021-03-11 17:24:30,565][root][INFO] - Lr: 2.517e-04 | Epoch: [78][320/483] | Time 0.450 | Data 0.036 | Loss 0.0635 | IoU 0.598 [2021-03-11 17:24:35,038][root][INFO] - Lr: 2.482e-04 | Epoch: [78][330/483] | Time 0.450 | Data 0.036 | Loss 0.0635 | IoU 0.598 [2021-03-11 17:24:39,521][root][INFO] - Lr: 2.447e-04 | Epoch: [78][340/483] | Time 0.450 | Data 0.036 | Loss 0.0635 | IoU 0.598 [2021-03-11 17:24:44,000][root][INFO] - Lr: 2.411e-04 | Epoch: [78][350/483] | Time 0.450 | Data 0.036 | Loss 0.0635 | IoU 0.598 [2021-03-11 17:24:48,472][root][INFO] - Lr: 2.376e-04 | Epoch: [78][360/483] | Time 0.450 | Data 0.036 | Loss 0.0635 | IoU 0.598 [2021-03-11 17:24:52,956][root][INFO] - Lr: 2.341e-04 | Epoch: [78][370/483] | Time 0.450 | Data 0.036 | Loss 0.0635 | IoU 0.598 [2021-03-11 17:24:57,432][root][INFO] - Lr: 2.305e-04 | Epoch: [78][380/483] | Time 0.450 | Data 0.036 | Loss 0.0635 | IoU 0.598 [2021-03-11 17:25:01,923][root][INFO] - Lr: 2.270e-04 | Epoch: [78][390/483] | Time 0.450 | Data 0.036 | Loss 0.0635 | IoU 0.598 [2021-03-11 17:25:06,417][root][INFO] - Lr: 2.235e-04 | Epoch: [78][400/483] | Time 0.450 | Data 0.036 | Loss 0.0635 | IoU 0.598 [2021-03-11 17:25:10,897][root][INFO] - Lr: 2.199e-04 | Epoch: [78][410/483] | Time 0.450 | Data 0.035 | Loss 0.0634 | IoU 0.598 [2021-03-11 17:25:15,389][root][INFO] - Lr: 2.163e-04 | Epoch: [78][420/483] | Time 0.450 | Data 0.035 | Loss 0.0634 | IoU 0.598 [2021-03-11 17:25:19,871][root][INFO] - Lr: 2.128e-04 | Epoch: [78][430/483] | Time 0.450 | Data 0.035 | Loss 0.0634 | IoU 0.598 [2021-03-11 17:25:24,352][root][INFO] - Lr: 2.092e-04 | Epoch: [78][440/483] | Time 0.450 | Data 0.035 | Loss 0.0634 | IoU 0.598 [2021-03-11 17:25:28,836][root][INFO] - Lr: 2.056e-04 | Epoch: [78][450/483] | Time 0.450 | Data 0.035 | Loss 0.0634 | IoU 0.599 [2021-03-11 17:25:33,317][root][INFO] - Lr: 2.020e-04 | Epoch: [78][460/483] | Time 0.450 | Data 0.035 | Loss 0.0634 | IoU 0.599 [2021-03-11 17:25:37,797][root][INFO] - Lr: 1.984e-04 | Epoch: [78][470/483] | Time 0.450 | Data 0.035 | Loss 0.0634 | IoU 0.599 [2021-03-11 17:25:42,274][root][INFO] - Lr: 1.948e-04 | Epoch: [78][480/483] | Time 0.449 | Data 0.035 | Loss 0.0634 | IoU 0.599 [2021-03-11 17:25:44,208][root][INFO] - Lr: 1.937e-04 | Epoch: [79][0/483] | Time 0.978 | Data 0.535 | Loss 0.0634 | IoU 0.599 [2021-03-11 17:25:48,674][root][INFO] - Lr: 1.901e-04 | Epoch: [79][10/483] | Time 0.495 | Data 0.079 | Loss 0.0634 | IoU 0.599 [2021-03-11 17:25:53,141][root][INFO] - Lr: 1.865e-04 | Epoch: [79][20/483] | Time 0.472 | Data 0.058 | Loss 0.0634 | IoU 0.599 [2021-03-11 17:25:57,605][root][INFO] - Lr: 1.829e-04 | Epoch: [79][30/483] | Time 0.464 | Data 0.050 | Loss 0.0633 | IoU 0.599 [2021-03-11 17:26:02,058][root][INFO] - Lr: 1.792e-04 | Epoch: [79][40/483] | Time 0.459 | Data 0.046 | Loss 0.0633 | IoU 0.599 [2021-03-11 17:26:06,520][root][INFO] - Lr: 1.756e-04 | Epoch: [79][50/483] | Time 0.457 | Data 0.044 | Loss 0.0633 | IoU 0.599 [2021-03-11 17:26:10,961][root][INFO] - Lr: 1.719e-04 | Epoch: [79][60/483] | Time 0.455 | Data 0.042 | Loss 0.0633 | IoU 0.599 [2021-03-11 17:26:15,412][root][INFO] - Lr: 1.683e-04 | Epoch: [79][70/483] | Time 0.453 | Data 0.041 | Loss 0.0633 | IoU 0.599 [2021-03-11 17:26:19,857][root][INFO] - Lr: 1.646e-04 | Epoch: [79][80/483] | Time 0.452 | Data 0.040 | Loss 0.0633 | IoU 0.599 [2021-03-11 17:26:24,313][root][INFO] - Lr: 1.609e-04 | Epoch: [79][90/483] | Time 0.451 | Data 0.040 | Loss 0.0633 | IoU 0.599 [2021-03-11 17:26:28,772][root][INFO] - Lr: 1.572e-04 | Epoch: [79][100/483] | Time 0.451 | Data 0.039 | Loss 0.0633 | IoU 0.599 [2021-03-11 17:26:33,214][root][INFO] - Lr: 1.535e-04 | Epoch: [79][110/483] | Time 0.450 | Data 0.039 | Loss 0.0633 | IoU 0.599 [2021-03-11 17:26:37,668][root][INFO] - Lr: 1.498e-04 | Epoch: [79][120/483] | Time 0.450 | Data 0.038 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:26:42,111][root][INFO] - Lr: 1.461e-04 | Epoch: [79][130/483] | Time 0.449 | Data 0.038 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:26:46,547][root][INFO] - Lr: 1.424e-04 | Epoch: [79][140/483] | Time 0.449 | Data 0.038 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:26:50,985][root][INFO] - Lr: 1.386e-04 | Epoch: [79][150/483] | Time 0.449 | Data 0.037 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:26:55,428][root][INFO] - Lr: 1.349e-04 | Epoch: [79][160/483] | Time 0.448 | Data 0.037 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:26:59,868][root][INFO] - Lr: 1.311e-04 | Epoch: [79][170/483] | Time 0.448 | Data 0.037 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:27:04,319][root][INFO] - Lr: 1.273e-04 | Epoch: [79][180/483] | Time 0.448 | Data 0.037 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:27:08,763][root][INFO] - Lr: 1.235e-04 | Epoch: [79][190/483] | Time 0.448 | Data 0.037 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:27:13,190][root][INFO] - Lr: 1.197e-04 | Epoch: [79][200/483] | Time 0.448 | Data 0.036 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:27:17,624][root][INFO] - Lr: 1.159e-04 | Epoch: [79][210/483] | Time 0.447 | Data 0.036 | Loss 0.0632 | IoU 0.599 [2021-03-11 17:27:22,064][root][INFO] - Lr: 1.121e-04 | Epoch: [79][220/483] | Time 0.447 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:27:26,513][root][INFO] - Lr: 1.083e-04 | Epoch: [79][230/483] | Time 0.447 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:27:30,961][root][INFO] - Lr: 1.044e-04 | Epoch: [79][240/483] | Time 0.447 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:27:35,401][root][INFO] - Lr: 1.005e-04 | Epoch: [79][250/483] | Time 0.447 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:27:39,848][root][INFO] - Lr: 9.663e-05 | Epoch: [79][260/483] | Time 0.447 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:27:44,274][root][INFO] - Lr: 9.273e-05 | Epoch: [79][270/483] | Time 0.447 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:27:48,715][root][INFO] - Lr: 8.880e-05 | Epoch: [79][280/483] | Time 0.447 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:27:53,157][root][INFO] - Lr: 8.485e-05 | Epoch: [79][290/483] | Time 0.446 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:27:57,597][root][INFO] - Lr: 8.088e-05 | Epoch: [79][300/483] | Time 0.446 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:28:02,032][root][INFO] - Lr: 7.689e-05 | Epoch: [79][310/483] | Time 0.446 | Data 0.036 | Loss 0.0631 | IoU 0.599 [2021-03-11 17:28:06,471][root][INFO] - Lr: 7.288e-05 | Epoch: [79][320/483] | Time 0.446 | Data 0.036 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:10,926][root][INFO] - Lr: 6.885e-05 | Epoch: [79][330/483] | Time 0.446 | Data 0.036 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:15,358][root][INFO] - Lr: 6.478e-05 | Epoch: [79][340/483] | Time 0.446 | Data 0.035 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:19,790][root][INFO] - Lr: 6.069e-05 | Epoch: [79][350/483] | Time 0.446 | Data 0.035 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:24,222][root][INFO] - Lr: 5.657e-05 | Epoch: [79][360/483] | Time 0.446 | Data 0.035 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:28,658][root][INFO] - Lr: 5.241e-05 | Epoch: [79][370/483] | Time 0.446 | Data 0.035 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:33,095][root][INFO] - Lr: 4.822e-05 | Epoch: [79][380/483] | Time 0.446 | Data 0.035 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:37,529][root][INFO] - Lr: 4.398e-05 | Epoch: [79][390/483] | Time 0.446 | Data 0.035 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:41,962][root][INFO] - Lr: 3.970e-05 | Epoch: [79][400/483] | Time 0.446 | Data 0.035 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:46,399][root][INFO] - Lr: 3.537e-05 | Epoch: [79][410/483] | Time 0.446 | Data 0.035 | Loss 0.0630 | IoU 0.599 [2021-03-11 17:28:50,847][root][INFO] - Lr: 3.098e-05 | Epoch: [79][420/483] | Time 0.446 | Data 0.035 | Loss 0.0629 | IoU 0.599 [2021-03-11 17:28:56,581][root][INFO] - Lr: 2.652e-05 | Epoch: [79][430/483] | Time 0.449 | Data 0.035 | Loss 0.0629 | IoU 0.599 [2021-03-11 17:29:01,012][root][INFO] - Lr: 2.197e-05 | Epoch: [79][440/483] | Time 0.448 | Data 0.035 | Loss 0.0629 | IoU 0.599 [2021-03-11 17:29:05,444][root][INFO] - Lr: 1.731e-05 | Epoch: [79][450/483] | Time 0.448 | Data 0.035 | Loss 0.0629 | IoU 0.599 [2021-03-11 17:29:09,872][root][INFO] - Lr: 1.251e-05 | Epoch: [79][460/483] | Time 0.448 | Data 0.035 | Loss 0.0629 | IoU 0.599 [2021-03-11 17:29:14,298][root][INFO] - Lr: 7.485e-06 | Epoch: [79][470/483] | Time 0.448 | Data 0.035 | Loss 0.0629 | IoU 0.599 [2021-03-11 17:29:18,729][root][INFO] - Lr: 2.000e-06 | Epoch: [79][480/483] | Time 0.448 | Data 0.035 | Loss 0.0629 | IoU 0.599 [2021-03-11 17:29:19,623][root][INFO] - Finished Training [2021-03-11 17:29:19,631][submitit][INFO] - Job completed successfully