[2021-06-14 19:37:18,012][root][INFO] - train: phase: train is_train: true exp_name: cityscapes_megadepth_new log_dir: /rhome/jhou/data/checkpoint/pri3d_now/finetune/cityscapes_megadepth_new 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 step_size: 80 poly_power: 0.9 distributed: num_gpus: 1 finetune: model: Semantic2D weights: /rhome/jhou/data/checkpoint/pri3d_now/pretrain/pretrain_megadepth/0/models/checkpoint5.pth pretrained: imagenet backbone: Res50UNet dataset: name: Cityscapes size: - 180 - 360 augment: false chunk: false npoints: 80000 resize: true colorjitter: false random_crop: false [2021-06-14 19:37:23,891][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]) [2021-06-14 19:37:25,890][root][INFO] - Ignoring class 0 in IoU evaluation [2021-06-14 19:37:27,396][root][INFO] - ===> Number of trainable parameters: Semantic2D: 175319892 [2021-06-14 19:37:27,396][root][INFO] - ===> Loading weights: /rhome/jhou/data/checkpoint/pri3d_now/pretrain/pretrain_megadepth/0/models/checkpoint5.pth [2021-06-14 19:37:28,635][root][INFO] - ===> Loaded weights: /rhome/jhou/data/checkpoint/pri3d_now/pretrain/pretrain_megadepth/0/models/checkpoint5.pth [2021-06-14 19:37:28,842][root][INFO] - Training in device: cuda [2021-06-14 19:37:31,534][root][INFO] - Lr: 1.000e-02 | Epoch: [0][0/372] | Time 2.488 | Data 1.313 | Loss 3.0038 | IoU 0.010 [2021-06-14 19:37:34,636][root][INFO] - Lr: 9.997e-03 | Epoch: [0][10/372] | Time 0.519 | Data 0.171 | Loss 2.0770 | IoU 0.068 [2021-06-14 19:37:37,815][root][INFO] - Lr: 9.994e-03 | Epoch: [0][20/372] | Time 0.422 | Data 0.111 | Loss 1.5375 | IoU 0.099 [2021-06-14 19:37:40,906][root][INFO] - Lr: 9.991e-03 | Epoch: [0][30/372] | Time 0.386 | Data 0.090 | Loss 1.3009 | IoU 0.122 [2021-06-14 19:37:44,044][root][INFO] - Lr: 9.988e-03 | Epoch: [0][40/372] | Time 0.369 | Data 0.079 | Loss 1.1580 | IoU 0.142 [2021-06-14 19:37:47,240][root][INFO] - Lr: 9.985e-03 | Epoch: [0][50/372] | Time 0.359 | Data 0.073 | Loss 1.0604 | IoU 0.155 [2021-06-14 19:37:50,429][root][INFO] - Lr: 9.982e-03 | Epoch: [0][60/372] | Time 0.352 | Data 0.069 | Loss 0.9870 | IoU 0.165 [2021-06-14 19:37:53,559][root][INFO] - Lr: 9.979e-03 | Epoch: [0][70/372] | Time 0.347 | Data 0.065 | Loss 0.9275 | IoU 0.173 [2021-06-14 19:37:56,701][root][INFO] - Lr: 9.976e-03 | Epoch: [0][80/372] | Time 0.343 | Data 0.063 | Loss 0.8820 | IoU 0.180 [2021-06-14 19:37:59,832][root][INFO] - Lr: 9.972e-03 | Epoch: [0][90/372] | Time 0.339 | Data 0.061 | Loss 0.8437 | IoU 0.187 [2021-06-14 19:38:03,010][root][INFO] - Lr: 9.969e-03 | Epoch: [0][100/372] | Time 0.337 | Data 0.060 | Loss 0.8182 | IoU 0.191 [2021-06-14 19:38:06,096][root][INFO] - Lr: 9.966e-03 | Epoch: [0][110/372] | Time 0.335 | Data 0.058 | Loss 0.7919 | IoU 0.196 [2021-06-14 19:38:09,195][root][INFO] - Lr: 9.963e-03 | Epoch: [0][120/372] | Time 0.333 | Data 0.057 | Loss 0.7701 | IoU 0.200 [2021-06-14 19:38:12,320][root][INFO] - Lr: 9.960e-03 | Epoch: [0][130/372] | Time 0.331 | Data 0.056 | Loss 0.7521 | IoU 0.204 [2021-06-14 19:38:15,509][root][INFO] - Lr: 9.957e-03 | Epoch: [0][140/372] | Time 0.330 | Data 0.055 | Loss 0.7314 | IoU 0.208 [2021-06-14 19:38:18,671][root][INFO] - Lr: 9.954e-03 | Epoch: [0][150/372] | Time 0.329 | Data 0.055 | Loss 0.7172 | IoU 0.211 [2021-06-14 19:38:21,823][root][INFO] - Lr: 9.951e-03 | Epoch: [0][160/372] | Time 0.329 | Data 0.054 | Loss 0.7071 | IoU 0.215 [2021-06-14 19:38:24,864][root][INFO] - Lr: 9.948e-03 | Epoch: [0][170/372] | Time 0.327 | Data 0.053 | Loss 0.6973 | IoU 0.218 [2021-06-14 19:38:27,966][root][INFO] - Lr: 9.945e-03 | Epoch: [0][180/372] | Time 0.326 | Data 0.052 | Loss 0.6863 | IoU 0.221 [2021-06-14 19:38:31,126][root][INFO] - Lr: 9.942e-03 | Epoch: [0][190/372] | Time 0.326 | Data 0.052 | Loss 0.6744 | IoU 0.223 [2021-06-14 19:38:34,235][root][INFO] - Lr: 9.939e-03 | Epoch: [0][200/372] | Time 0.325 | Data 0.052 | Loss 0.6658 | IoU 0.226 [2021-06-14 19:38:37,384][root][INFO] - Lr: 9.936e-03 | Epoch: [0][210/372] | Time 0.324 | Data 0.051 | Loss 0.6560 | IoU 0.228 [2021-06-14 19:38:40,492][root][INFO] - Lr: 9.933e-03 | Epoch: [0][220/372] | Time 0.324 | Data 0.051 | Loss 0.6482 | IoU 0.230 [2021-06-14 19:38:43,719][root][INFO] - Lr: 9.930e-03 | Epoch: [0][230/372] | Time 0.324 | Data 0.051 | Loss 0.6395 | IoU 0.231 [2021-06-14 19:38:46,826][root][INFO] - Lr: 9.927e-03 | Epoch: [0][240/372] | Time 0.323 | Data 0.050 | Loss 0.6319 | IoU 0.234 [2021-06-14 19:38:50,009][root][INFO] - Lr: 9.924e-03 | Epoch: [0][250/372] | Time 0.323 | Data 0.050 | Loss 0.6232 | IoU 0.236 [2021-06-14 19:38:53,138][root][INFO] - Lr: 9.921e-03 | Epoch: [0][260/372] | Time 0.323 | Data 0.050 | Loss 0.6162 | IoU 0.238 [2021-06-14 19:38:56,346][root][INFO] - Lr: 9.918e-03 | Epoch: [0][270/372] | Time 0.323 | Data 0.050 | Loss 0.6118 | IoU 0.240 [2021-06-14 19:38:59,489][root][INFO] - Lr: 9.915e-03 | Epoch: [0][280/372] | Time 0.322 | Data 0.050 | Loss 0.6061 | IoU 0.241 [2021-06-14 19:39:02,588][root][INFO] - Lr: 9.912e-03 | Epoch: [0][290/372] | Time 0.322 | Data 0.049 | Loss 0.5998 | IoU 0.242 [2021-06-14 19:39:05,757][root][INFO] - Lr: 9.909e-03 | Epoch: [0][300/372] | Time 0.322 | Data 0.049 | Loss 0.5944 | IoU 0.244 [2021-06-14 19:39:08,890][root][INFO] - Lr: 9.906e-03 | Epoch: [0][310/372] | Time 0.321 | Data 0.049 | Loss 0.5906 | IoU 0.246 [2021-06-14 19:39:12,025][root][INFO] - Lr: 9.903e-03 | Epoch: [0][320/372] | Time 0.321 | Data 0.049 | Loss 0.5856 | IoU 0.247 [2021-06-14 19:39:15,166][root][INFO] - Lr: 9.900e-03 | Epoch: [0][330/372] | Time 0.321 | Data 0.049 | Loss 0.5801 | IoU 0.248 [2021-06-14 19:39:18,309][root][INFO] - Lr: 9.897e-03 | Epoch: [0][340/372] | Time 0.321 | Data 0.048 | Loss 0.5766 | IoU 0.249 [2021-06-14 19:39:21,473][root][INFO] - Lr: 9.894e-03 | Epoch: [0][350/372] | Time 0.321 | Data 0.048 | Loss 0.5717 | IoU 0.251 [2021-06-14 19:39:24,635][root][INFO] - Lr: 9.891e-03 | Epoch: [0][360/372] | Time 0.320 | Data 0.048 | Loss 0.5672 | IoU 0.252 [2021-06-14 19:39:27,703][root][INFO] - Lr: 9.888e-03 | Epoch: [0][370/372] | Time 0.320 | Data 0.048 | Loss 0.5629 | IoU 0.254 [2021-06-14 19:39:28,474][root][INFO] - 0/500 [2021-06-14 19:39:28,577][root][INFO] - 1/500 [2021-06-14 19:39:28,661][root][INFO] - 2/500 [2021-06-14 19:39:28,734][root][INFO] - 3/500 [2021-06-14 19:39:28,814][root][INFO] - 4/500 [2021-06-14 19:39:28,892][root][INFO] - 5/500 [2021-06-14 19:39:28,972][root][INFO] - 6/500 [2021-06-14 19:39:29,041][root][INFO] - 7/500 [2021-06-14 19:39:29,115][root][INFO] - 8/500 [2021-06-14 19:39:29,186][root][INFO] - 9/500 [2021-06-14 19:39:29,259][root][INFO] - 10/500 [2021-06-14 19:39:29,331][root][INFO] - 11/500 [2021-06-14 19:39:29,398][root][INFO] - 12/500 [2021-06-14 19:39:29,470][root][INFO] - 13/500 [2021-06-14 19:39:29,548][root][INFO] - 14/500 [2021-06-14 19:39:29,625][root][INFO] - 15/500 [2021-06-14 19:39:29,702][root][INFO] - 16/500 [2021-06-14 19:39:29,782][root][INFO] - 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483/500 [2021-06-14 19:40:01,996][root][INFO] - 484/500 [2021-06-14 19:40:02,073][root][INFO] - 485/500 [2021-06-14 19:40:02,146][root][INFO] - 486/500 [2021-06-14 19:40:02,218][root][INFO] - 487/500 [2021-06-14 19:40:02,261][root][INFO] - 488/500 [2021-06-14 19:40:02,342][root][INFO] - 489/500 [2021-06-14 19:40:02,385][root][INFO] - 490/500 [2021-06-14 19:40:02,458][root][INFO] - 491/500 [2021-06-14 19:40:02,529][root][INFO] - 492/500 [2021-06-14 19:40:02,572][root][INFO] - 493/500 [2021-06-14 19:40:02,615][root][INFO] - 494/500 [2021-06-14 19:40:02,658][root][INFO] - 495/500 [2021-06-14 19:40:02,701][root][INFO] - 496/500 [2021-06-14 19:40:02,745][root][INFO] - 497/500 [2021-06-14 19:40:02,788][root][INFO] - 498/500 [2021-06-14 19:40:02,831][root][INFO] - 499/500 [2021-06-14 19:40:02,946][root][INFO] - Validation set: Time avg per batch 0.070 Loss avg 0.5725 IoU avg 0.278 [2021-06-14 19:40:02,948][root][INFO] - ---> save checkpoint [2021-06-14 19:40:06,730][root][INFO] - Lr: 9.887e-03 | Epoch: [1][0/372] | Time 1.516 | Data 1.220 | Loss 0.5622 | IoU 0.254 [2021-06-14 19:40:10,188][root][INFO] - Lr: 9.884e-03 | Epoch: [1][10/372] | Time 0.454 | Data 0.176 | Loss 0.5587 | IoU 0.255 [2021-06-14 19:40:13,324][root][INFO] - Lr: 9.881e-03 | Epoch: [1][20/372] | Time 0.387 | Data 0.114 | Loss 0.5543 | IoU 0.256 [2021-06-14 19:40:16,508][root][INFO] - Lr: 9.878e-03 | Epoch: [1][30/372] | Time 0.365 | Data 0.092 | Loss 0.5494 | IoU 0.258 [2021-06-14 19:40:19,688][root][INFO] - Lr: 9.875e-03 | Epoch: [1][40/372] | Time 0.354 | Data 0.081 | Loss 0.5453 | IoU 0.259 [2021-06-14 19:40:22,830][root][INFO] - Lr: 9.872e-03 | Epoch: [1][50/372] | Time 0.346 | Data 0.074 | Loss 0.5423 | IoU 0.261 [2021-06-14 19:40:26,090][root][INFO] - Lr: 9.869e-03 | Epoch: [1][60/372] | Time 0.342 | Data 0.069 | Loss 0.5387 | IoU 0.262 [2021-06-14 19:40:29,287][root][INFO] - Lr: 9.866e-03 | Epoch: [1][70/372] | Time 0.339 | Data 0.066 | Loss 0.5348 | IoU 0.263 [2021-06-14 19:40:32,429][root][INFO] - Lr: 9.863e-03 | Epoch: [1][80/372] | Time 0.336 | Data 0.063 | Loss 0.5311 | IoU 0.264 [2021-06-14 19:40:35,664][root][INFO] - Lr: 9.860e-03 | Epoch: [1][90/372] | Time 0.335 | Data 0.062 | Loss 0.5277 | IoU 0.266 [2021-06-14 19:40:38,866][root][INFO] - Lr: 9.857e-03 | Epoch: [1][100/372] | Time 0.333 | Data 0.061 | Loss 0.5250 | IoU 0.267 [2021-06-14 19:40:42,043][root][INFO] - Lr: 9.854e-03 | Epoch: [1][110/372] | Time 0.332 | Data 0.059 | Loss 0.5222 | IoU 0.268 [2021-06-14 19:40:45,170][root][INFO] - Lr: 9.851e-03 | Epoch: [1][120/372] | Time 0.330 | Data 0.058 | Loss 0.5186 | IoU 0.269 [2021-06-14 19:40:48,373][root][INFO] - Lr: 9.848e-03 | Epoch: [1][130/372] | Time 0.330 | Data 0.057 | Loss 0.5151 | IoU 0.271 [2021-06-14 19:40:51,543][root][INFO] - Lr: 9.845e-03 | Epoch: [1][140/372] | Time 0.329 | Data 0.057 | Loss 0.5122 | IoU 0.272 [2021-06-14 19:40:54,710][root][INFO] - Lr: 9.842e-03 | Epoch: [1][150/372] | Time 0.328 | Data 0.056 | Loss 0.5099 | IoU 0.272 [2021-06-14 19:40:57,886][root][INFO] - Lr: 9.839e-03 | Epoch: [1][160/372] | Time 0.327 | Data 0.055 | Loss 0.5078 | IoU 0.273 [2021-06-14 19:41:01,009][root][INFO] - Lr: 9.836e-03 | Epoch: [1][170/372] | Time 0.326 | Data 0.054 | Loss 0.5063 | IoU 0.274 [2021-06-14 19:41:04,235][root][INFO] - Lr: 9.833e-03 | Epoch: [1][180/372] | Time 0.326 | Data 0.054 | Loss 0.5036 | IoU 0.275 [2021-06-14 19:41:07,389][root][INFO] - Lr: 9.830e-03 | Epoch: [1][190/372] | Time 0.326 | Data 0.053 | Loss 0.5011 | IoU 0.276 [2021-06-14 19:41:10,538][root][INFO] - Lr: 9.827e-03 | Epoch: [1][200/372] | Time 0.325 | Data 0.053 | Loss 0.4988 | IoU 0.277 [2021-06-14 19:41:13,683][root][INFO] - Lr: 9.824e-03 | Epoch: [1][210/372] | Time 0.325 | Data 0.052 | Loss 0.4967 | IoU 0.278 [2021-06-14 19:41:16,848][root][INFO] - Lr: 9.820e-03 | Epoch: [1][220/372] | Time 0.324 | Data 0.052 | Loss 0.4936 | IoU 0.279 [2021-06-14 19:41:20,044][root][INFO] - Lr: 9.817e-03 | Epoch: [1][230/372] | Time 0.324 | Data 0.051 | Loss 0.4911 | IoU 0.280 [2021-06-14 19:41:23,292][root][INFO] - Lr: 9.814e-03 | Epoch: [1][240/372] | Time 0.324 | Data 0.051 | Loss 0.4891 | IoU 0.281 [2021-06-14 19:41:26,506][root][INFO] - Lr: 9.811e-03 | Epoch: [1][250/372] | Time 0.324 | Data 0.051 | Loss 0.4874 | IoU 0.282 [2021-06-14 19:41:29,673][root][INFO] - Lr: 9.808e-03 | Epoch: [1][260/372] | Time 0.324 | Data 0.051 | Loss 0.4858 | IoU 0.283 [2021-06-14 19:41:32,847][root][INFO] - Lr: 9.805e-03 | Epoch: [1][270/372] | Time 0.323 | Data 0.051 | Loss 0.4835 | IoU 0.284 [2021-06-14 19:41:36,028][root][INFO] - Lr: 9.802e-03 | Epoch: [1][280/372] | Time 0.323 | Data 0.051 | Loss 0.4812 | IoU 0.285 [2021-06-14 19:41:39,204][root][INFO] - Lr: 9.799e-03 | Epoch: [1][290/372] | Time 0.323 | Data 0.050 | Loss 0.4791 | IoU 0.286 [2021-06-14 19:41:42,385][root][INFO] - Lr: 9.796e-03 | Epoch: [1][300/372] | Time 0.323 | Data 0.050 | Loss 0.4768 | IoU 0.287 [2021-06-14 19:41:45,515][root][INFO] - Lr: 9.793e-03 | Epoch: [1][310/372] | Time 0.323 | Data 0.050 | Loss 0.4746 | IoU 0.288 [2021-06-14 19:41:48,632][root][INFO] - Lr: 9.790e-03 | Epoch: [1][320/372] | Time 0.322 | Data 0.049 | Loss 0.4728 | IoU 0.289 [2021-06-14 19:41:51,816][root][INFO] - Lr: 9.787e-03 | Epoch: [1][330/372] | Time 0.322 | Data 0.049 | Loss 0.4712 | IoU 0.290 [2021-06-14 19:41:55,020][root][INFO] - Lr: 9.784e-03 | Epoch: [1][340/372] | Time 0.322 | Data 0.049 | Loss 0.4696 | IoU 0.290 [2021-06-14 19:41:58,226][root][INFO] - Lr: 9.781e-03 | Epoch: [1][350/372] | Time 0.322 | Data 0.049 | Loss 0.4675 | IoU 0.291 [2021-06-14 19:42:01,459][root][INFO] - Lr: 9.778e-03 | Epoch: [1][360/372] | Time 0.322 | Data 0.049 | Loss 0.4655 | IoU 0.292 [2021-06-14 19:42:04,512][root][INFO] - Lr: 9.775e-03 | Epoch: [1][370/372] | Time 0.322 | Data 0.049 | Loss 0.4637 | IoU 0.293 [2021-06-14 19:42:06,573][root][INFO] - Lr: 9.774e-03 | Epoch: [2][0/372] | Time 1.558 | Data 1.266 | Loss 0.4636 | IoU 0.293 [2021-06-14 19:42:09,910][root][INFO] - Lr: 9.771e-03 | Epoch: [2][10/372] | Time 0.447 | Data 0.170 | Loss 0.4615 | IoU 0.294 [2021-06-14 19:42:13,138][root][INFO] - Lr: 9.768e-03 | Epoch: [2][20/372] | Time 0.388 | Data 0.113 | Loss 0.4598 | IoU 0.295 [2021-06-14 19:42:16,295][root][INFO] - Lr: 9.765e-03 | Epoch: [2][30/372] | Time 0.365 | Data 0.090 | Loss 0.4580 | IoU 0.295 [2021-06-14 19:42:19,470][root][INFO] - Lr: 9.762e-03 | Epoch: [2][40/372] | Time 0.353 | Data 0.079 | Loss 0.4563 | IoU 0.296 [2021-06-14 19:42:22,697][root][INFO] - Lr: 9.759e-03 | Epoch: [2][50/372] | Time 0.347 | Data 0.073 | Loss 0.4549 | IoU 0.297 [2021-06-14 19:42:25,929][root][INFO] - Lr: 9.756e-03 | Epoch: [2][60/372] | Time 0.343 | Data 0.068 | Loss 0.4535 | IoU 0.298 [2021-06-14 19:42:29,130][root][INFO] - Lr: 9.753e-03 | Epoch: [2][70/372] | Time 0.340 | Data 0.065 | Loss 0.4520 | IoU 0.299 [2021-06-14 19:42:32,305][root][INFO] - Lr: 9.750e-03 | Epoch: [2][80/372] | Time 0.337 | Data 0.063 | Loss 0.4506 | IoU 0.299 [2021-06-14 19:42:35,516][root][INFO] - Lr: 9.747e-03 | Epoch: [2][90/372] | Time 0.335 | Data 0.061 | Loss 0.4487 | IoU 0.300 [2021-06-14 19:42:38,699][root][INFO] - Lr: 9.744e-03 | Epoch: [2][100/372] | Time 0.334 | Data 0.059 | Loss 0.4473 | IoU 0.301 [2021-06-14 19:42:41,907][root][INFO] - Lr: 9.741e-03 | Epoch: [2][110/372] | Time 0.333 | Data 0.058 | Loss 0.4459 | IoU 0.301 [2021-06-14 19:42:45,110][root][INFO] - Lr: 9.738e-03 | Epoch: [2][120/372] | Time 0.332 | Data 0.057 | Loss 0.4447 | IoU 0.302 [2021-06-14 19:42:48,260][root][INFO] - Lr: 9.735e-03 | Epoch: [2][130/372] | Time 0.330 | Data 0.056 | Loss 0.4429 | IoU 0.303 [2021-06-14 19:42:51,383][root][INFO] - Lr: 9.732e-03 | Epoch: [2][140/372] | Time 0.329 | Data 0.055 | Loss 0.4415 | IoU 0.303 [2021-06-14 19:42:54,542][root][INFO] - Lr: 9.729e-03 | Epoch: [2][150/372] | Time 0.328 | Data 0.054 | Loss 0.4400 | IoU 0.304 [2021-06-14 19:42:57,763][root][INFO] - Lr: 9.726e-03 | Epoch: [2][160/372] | Time 0.328 | Data 0.054 | Loss 0.4384 | IoU 0.305 [2021-06-14 19:43:00,875][root][INFO] - Lr: 9.723e-03 | Epoch: [2][170/372] | Time 0.327 | Data 0.053 | Loss 0.4369 | IoU 0.306 [2021-06-14 19:43:04,033][root][INFO] - Lr: 9.720e-03 | Epoch: [2][180/372] | Time 0.326 | Data 0.052 | Loss 0.4355 | IoU 0.306 [2021-06-14 19:43:07,183][root][INFO] - Lr: 9.717e-03 | Epoch: [2][190/372] | Time 0.326 | Data 0.052 | Loss 0.4342 | IoU 0.307 [2021-06-14 19:43:10,397][root][INFO] - Lr: 9.714e-03 | Epoch: [2][200/372] | Time 0.325 | Data 0.051 | Loss 0.4328 | IoU 0.307 [2021-06-14 19:43:13,620][root][INFO] - Lr: 9.711e-03 | Epoch: [2][210/372] | Time 0.325 | Data 0.051 | Loss 0.4315 | IoU 0.308 [2021-06-14 19:43:16,775][root][INFO] - Lr: 9.708e-03 | Epoch: [2][220/372] | Time 0.325 | Data 0.051 | Loss 0.4304 | IoU 0.309 [2021-06-14 19:43:19,940][root][INFO] - Lr: 9.705e-03 | Epoch: [2][230/372] | Time 0.325 | Data 0.050 | Loss 0.4292 | IoU 0.310 [2021-06-14 19:43:23,055][root][INFO] - Lr: 9.702e-03 | Epoch: [2][240/372] | Time 0.324 | Data 0.050 | Loss 0.4282 | IoU 0.310 [2021-06-14 19:43:26,212][root][INFO] - Lr: 9.699e-03 | Epoch: [2][250/372] | Time 0.324 | Data 0.050 | Loss 0.4270 | IoU 0.311 [2021-06-14 19:43:29,367][root][INFO] - Lr: 9.696e-03 | Epoch: [2][260/372] | Time 0.323 | Data 0.049 | Loss 0.4257 | IoU 0.312 [2021-06-14 19:43:32,566][root][INFO] - Lr: 9.693e-03 | Epoch: [2][270/372] | Time 0.323 | Data 0.049 | Loss 0.4245 | IoU 0.312 [2021-06-14 19:43:35,669][root][INFO] - Lr: 9.689e-03 | Epoch: [2][280/372] | Time 0.323 | Data 0.049 | Loss 0.4234 | IoU 0.313 [2021-06-14 19:43:38,867][root][INFO] - Lr: 9.686e-03 | Epoch: [2][290/372] | Time 0.323 | Data 0.049 | Loss 0.4226 | IoU 0.313 [2021-06-14 19:43:42,050][root][INFO] - Lr: 9.683e-03 | Epoch: [2][300/372] | Time 0.322 | Data 0.048 | Loss 0.4214 | IoU 0.314 [2021-06-14 19:43:45,242][root][INFO] - Lr: 9.680e-03 | Epoch: [2][310/372] | Time 0.322 | Data 0.048 | Loss 0.4201 | IoU 0.314 [2021-06-14 19:43:48,446][root][INFO] - Lr: 9.677e-03 | Epoch: [2][320/372] | Time 0.322 | Data 0.048 | Loss 0.4193 | IoU 0.315 [2021-06-14 19:43:51,622][root][INFO] - Lr: 9.674e-03 | Epoch: [2][330/372] | Time 0.322 | Data 0.048 | Loss 0.4183 | IoU 0.316 [2021-06-14 19:43:54,737][root][INFO] - Lr: 9.671e-03 | Epoch: [2][340/372] | Time 0.322 | Data 0.048 | Loss 0.4173 | IoU 0.316 [2021-06-14 19:43:57,915][root][INFO] - Lr: 9.668e-03 | Epoch: [2][350/372] | Time 0.322 | Data 0.048 | Loss 0.4164 | IoU 0.317 [2021-06-14 19:44:01,052][root][INFO] - Lr: 9.665e-03 | Epoch: [2][360/372] | Time 0.322 | Data 0.048 | Loss 0.4154 | IoU 0.317 [2021-06-14 19:44:04,147][root][INFO] - Lr: 9.662e-03 | Epoch: [2][370/372] | Time 0.321 | Data 0.047 | Loss 0.4144 | IoU 0.318 [2021-06-14 19:44:05,843][root][INFO] - Lr: 9.662e-03 | Epoch: [3][0/372] | Time 1.250 | Data 0.969 | Loss 0.4142 | IoU 0.318 [2021-06-14 19:44:09,403][root][INFO] - Lr: 9.659e-03 | Epoch: [3][10/372] | Time 0.436 | Data 0.140 | Loss 0.4131 | IoU 0.319 [2021-06-14 19:44:12,572][root][INFO] - Lr: 9.655e-03 | Epoch: [3][20/372] | Time 0.380 | Data 0.094 | Loss 0.4118 | IoU 0.319 [2021-06-14 19:44:15,761][root][INFO] - Lr: 9.652e-03 | Epoch: [3][30/372] | Time 0.361 | Data 0.079 | Loss 0.4107 | IoU 0.320 [2021-06-14 19:44:18,941][root][INFO] - Lr: 9.649e-03 | Epoch: [3][40/372] | Time 0.350 | Data 0.070 | Loss 0.4094 | IoU 0.321 [2021-06-14 19:44:22,100][root][INFO] - Lr: 9.646e-03 | Epoch: [3][50/372] | Time 0.344 | Data 0.065 | Loss 0.4083 | IoU 0.321 [2021-06-14 19:44:25,187][root][INFO] - Lr: 9.643e-03 | Epoch: [3][60/372] | Time 0.338 | Data 0.060 | Loss 0.4072 | IoU 0.322 [2021-06-14 19:44:28,442][root][INFO] - Lr: 9.640e-03 | Epoch: [3][70/372] | Time 0.336 | Data 0.058 | Loss 0.4062 | IoU 0.323 [2021-06-14 19:44:31,711][root][INFO] - Lr: 9.637e-03 | Epoch: [3][80/372] | Time 0.335 | Data 0.057 | Loss 0.4051 | IoU 0.323 [2021-06-14 19:44:34,916][root][INFO] - Lr: 9.634e-03 | Epoch: [3][90/372] | Time 0.333 | Data 0.057 | Loss 0.4040 | IoU 0.324 [2021-06-14 19:44:38,126][root][INFO] - Lr: 9.631e-03 | Epoch: [3][100/372] | Time 0.332 | Data 0.055 | Loss 0.4030 | IoU 0.324 [2021-06-14 19:44:41,318][root][INFO] - Lr: 9.628e-03 | Epoch: [3][110/372] | Time 0.331 | Data 0.054 | Loss 0.4021 | IoU 0.325 [2021-06-14 19:44:44,494][root][INFO] - Lr: 9.625e-03 | Epoch: [3][120/372] | Time 0.330 | Data 0.054 | Loss 0.4011 | IoU 0.325 [2021-06-14 19:44:47,708][root][INFO] - Lr: 9.622e-03 | Epoch: [3][130/372] | Time 0.329 | Data 0.054 | Loss 0.4005 | IoU 0.326 [2021-06-14 19:44:50,889][root][INFO] - Lr: 9.619e-03 | Epoch: [3][140/372] | Time 0.328 | Data 0.052 | Loss 0.3997 | IoU 0.326 [2021-06-14 19:44:54,036][root][INFO] - Lr: 9.616e-03 | Epoch: [3][150/372] | Time 0.327 | Data 0.052 | Loss 0.3989 | IoU 0.327 [2021-06-14 19:44:57,216][root][INFO] - Lr: 9.613e-03 | Epoch: [3][160/372] | Time 0.327 | Data 0.051 | Loss 0.3979 | IoU 0.327 [2021-06-14 19:45:00,512][root][INFO] - Lr: 9.610e-03 | Epoch: [3][170/372] | Time 0.327 | Data 0.051 | Loss 0.3971 | IoU 0.328 [2021-06-14 19:45:03,696][root][INFO] - Lr: 9.607e-03 | Epoch: [3][180/372] | Time 0.327 | Data 0.051 | Loss 0.3963 | IoU 0.329 [2021-06-14 19:45:06,876][root][INFO] - Lr: 9.604e-03 | Epoch: [3][190/372] | Time 0.326 | Data 0.051 | Loss 0.3954 | IoU 0.329 [2021-06-14 19:45:10,092][root][INFO] - Lr: 9.601e-03 | Epoch: [3][200/372] | Time 0.326 | Data 0.050 | Loss 0.3945 | IoU 0.330 [2021-06-14 19:45:13,275][root][INFO] - Lr: 9.598e-03 | Epoch: [3][210/372] | Time 0.326 | Data 0.050 | Loss 0.3937 | IoU 0.330 [2021-06-14 19:45:16,454][root][INFO] - Lr: 9.595e-03 | Epoch: [3][220/372] | Time 0.325 | Data 0.050 | Loss 0.3929 | IoU 0.331 [2021-06-14 19:45:19,717][root][INFO] - Lr: 9.592e-03 | Epoch: [3][230/372] | Time 0.325 | Data 0.050 | Loss 0.3924 | IoU 0.331 [2021-06-14 19:45:22,929][root][INFO] - Lr: 9.589e-03 | Epoch: [3][240/372] | Time 0.325 | Data 0.050 | Loss 0.3917 | IoU 0.332 [2021-06-14 19:45:26,104][root][INFO] - Lr: 9.586e-03 | Epoch: [3][250/372] | Time 0.325 | Data 0.050 | Loss 0.3910 | IoU 0.332 [2021-06-14 19:45:29,293][root][INFO] - Lr: 9.583e-03 | Epoch: [3][260/372] | Time 0.324 | Data 0.049 | Loss 0.3901 | IoU 0.333 [2021-06-14 19:45:32,500][root][INFO] - Lr: 9.580e-03 | Epoch: [3][270/372] | Time 0.324 | Data 0.049 | Loss 0.3894 | IoU 0.333 [2021-06-14 19:45:35,681][root][INFO] - Lr: 9.577e-03 | Epoch: [3][280/372] | Time 0.324 | Data 0.049 | Loss 0.3885 | IoU 0.334 [2021-06-14 19:45:38,961][root][INFO] - Lr: 9.573e-03 | Epoch: [3][290/372] | Time 0.324 | Data 0.049 | Loss 0.3879 | IoU 0.334 [2021-06-14 19:45:42,189][root][INFO] - Lr: 9.570e-03 | Epoch: [3][300/372] | Time 0.324 | Data 0.049 | Loss 0.3871 | IoU 0.335 [2021-06-14 19:45:45,513][root][INFO] - Lr: 9.567e-03 | Epoch: [3][310/372] | Time 0.325 | Data 0.050 | Loss 0.3864 | IoU 0.335 [2021-06-14 19:45:48,721][root][INFO] - Lr: 9.564e-03 | Epoch: [3][320/372] | Time 0.324 | Data 0.050 | Loss 0.3856 | IoU 0.335 [2021-06-14 19:45:51,836][root][INFO] - Lr: 9.561e-03 | Epoch: [3][330/372] | Time 0.324 | Data 0.049 | Loss 0.3850 | IoU 0.336 [2021-06-14 19:45:54,996][root][INFO] - Lr: 9.558e-03 | Epoch: [3][340/372] | Time 0.324 | Data 0.049 | Loss 0.3843 | IoU 0.336 [2021-06-14 19:45:58,180][root][INFO] - Lr: 9.555e-03 | Epoch: [3][350/372] | Time 0.324 | Data 0.049 | Loss 0.3837 | IoU 0.337 [2021-06-14 19:46:01,304][root][INFO] - Lr: 9.552e-03 | Epoch: [3][360/372] | Time 0.323 | Data 0.049 | Loss 0.3829 | IoU 0.337 [2021-06-14 19:46:04,386][root][INFO] - Lr: 9.549e-03 | Epoch: [3][370/372] | Time 0.323 | Data 0.048 | Loss 0.3822 | IoU 0.338 [2021-06-14 19:46:06,377][root][INFO] - Lr: 9.549e-03 | Epoch: [4][0/372] | Time 1.481 | Data 1.172 | Loss 0.3821 | IoU 0.338 [2021-06-14 19:46:09,839][root][INFO] - Lr: 9.546e-03 | Epoch: [4][10/372] | Time 0.454 | Data 0.174 | Loss 0.3813 | IoU 0.338 [2021-06-14 19:46:13,013][root][INFO] - Lr: 9.542e-03 | Epoch: [4][20/372] | Time 0.389 | Data 0.112 | Loss 0.3807 | IoU 0.339 [2021-06-14 19:46:16,222][root][INFO] - Lr: 9.539e-03 | Epoch: [4][30/372] | Time 0.367 | Data 0.090 | Loss 0.3801 | IoU 0.339 [2021-06-14 19:46:19,394][root][INFO] - Lr: 9.536e-03 | Epoch: [4][40/372] | Time 0.355 | Data 0.079 | Loss 0.3794 | IoU 0.340 [2021-06-14 19:46:22,556][root][INFO] - Lr: 9.533e-03 | Epoch: [4][50/372] | Time 0.347 | Data 0.071 | Loss 0.3787 | IoU 0.340 [2021-06-14 19:46:25,772][root][INFO] - Lr: 9.530e-03 | Epoch: [4][60/372] | Time 0.343 | Data 0.067 | Loss 0.3780 | IoU 0.341 [2021-06-14 19:46:29,020][root][INFO] - Lr: 9.527e-03 | Epoch: [4][70/372] | Time 0.340 | Data 0.065 | Loss 0.3774 | IoU 0.341 [2021-06-14 19:46:32,286][root][INFO] - Lr: 9.524e-03 | Epoch: [4][80/372] | Time 0.339 | Data 0.064 | Loss 0.3767 | IoU 0.341 [2021-06-14 19:46:35,454][root][INFO] - Lr: 9.521e-03 | Epoch: [4][90/372] | Time 0.337 | Data 0.061 | Loss 0.3762 | IoU 0.342 [2021-06-14 19:46:38,631][root][INFO] - Lr: 9.518e-03 | Epoch: [4][100/372] | Time 0.335 | Data 0.060 | Loss 0.3754 | IoU 0.342 [2021-06-14 19:46:41,857][root][INFO] - Lr: 9.515e-03 | Epoch: [4][110/372] | Time 0.334 | Data 0.059 | Loss 0.3748 | IoU 0.343 [2021-06-14 19:46:45,100][root][INFO] - Lr: 9.512e-03 | Epoch: [4][120/372] | Time 0.333 | Data 0.058 | Loss 0.3740 | IoU 0.343 [2021-06-14 19:46:48,304][root][INFO] - Lr: 9.509e-03 | Epoch: [4][130/372] | Time 0.332 | Data 0.057 | Loss 0.3735 | IoU 0.344 [2021-06-14 19:46:51,414][root][INFO] - Lr: 9.506e-03 | Epoch: [4][140/372] | Time 0.330 | Data 0.056 | Loss 0.3728 | IoU 0.344 [2021-06-14 19:46:54,548][root][INFO] - Lr: 9.503e-03 | Epoch: [4][150/372] | Time 0.329 | Data 0.055 | Loss 0.3721 | IoU 0.344 [2021-06-14 19:46:57,786][root][INFO] - Lr: 9.500e-03 | Epoch: [4][160/372] | Time 0.329 | Data 0.054 | Loss 0.3714 | IoU 0.345 [2021-06-14 19:47:00,960][root][INFO] - Lr: 9.497e-03 | Epoch: [4][170/372] | Time 0.328 | Data 0.054 | Loss 0.3708 | IoU 0.345 [2021-06-14 19:47:04,160][root][INFO] - Lr: 9.494e-03 | Epoch: [4][180/372] | Time 0.328 | Data 0.053 | Loss 0.3701 | IoU 0.346 [2021-06-14 19:47:07,352][root][INFO] - Lr: 9.491e-03 | Epoch: [4][190/372] | Time 0.327 | Data 0.053 | Loss 0.3695 | IoU 0.346 [2021-06-14 19:47:10,564][root][INFO] - Lr: 9.488e-03 | Epoch: [4][200/372] | Time 0.327 | Data 0.052 | Loss 0.3689 | IoU 0.347 [2021-06-14 19:47:13,742][root][INFO] - Lr: 9.485e-03 | Epoch: [4][210/372] | Time 0.327 | Data 0.052 | Loss 0.3683 | IoU 0.347 [2021-06-14 19:47:16,963][root][INFO] - Lr: 9.482e-03 | Epoch: [4][220/372] | Time 0.326 | Data 0.052 | Loss 0.3679 | IoU 0.347 [2021-06-14 19:47:20,134][root][INFO] - Lr: 9.479e-03 | Epoch: [4][230/372] | Time 0.326 | Data 0.052 | Loss 0.3674 | IoU 0.348 [2021-06-14 19:47:23,323][root][INFO] - Lr: 9.476e-03 | Epoch: [4][240/372] | Time 0.326 | Data 0.051 | Loss 0.3666 | IoU 0.348 [2021-06-14 19:47:26,530][root][INFO] - Lr: 9.473e-03 | Epoch: [4][250/372] | Time 0.325 | Data 0.051 | Loss 0.3661 | IoU 0.349 [2021-06-14 19:47:29,707][root][INFO] - Lr: 9.469e-03 | Epoch: [4][260/372] | Time 0.325 | Data 0.051 | Loss 0.3655 | IoU 0.349 [2021-06-14 19:47:32,940][root][INFO] - Lr: 9.466e-03 | Epoch: [4][270/372] | Time 0.325 | Data 0.051 | Loss 0.3649 | IoU 0.349 [2021-06-14 19:47:36,129][root][INFO] - Lr: 9.463e-03 | Epoch: [4][280/372] | Time 0.325 | Data 0.050 | Loss 0.3643 | IoU 0.350 [2021-06-14 19:47:39,318][root][INFO] - Lr: 9.460e-03 | Epoch: [4][290/372] | Time 0.325 | Data 0.050 | Loss 0.3638 | IoU 0.350 [2021-06-14 19:47:42,530][root][INFO] - Lr: 9.457e-03 | Epoch: [4][300/372] | Time 0.324 | Data 0.050 | Loss 0.3632 | IoU 0.350 [2021-06-14 19:47:45,712][root][INFO] - Lr: 9.454e-03 | Epoch: [4][310/372] | Time 0.324 | Data 0.050 | Loss 0.3627 | IoU 0.351 [2021-06-14 19:47:48,932][root][INFO] - Lr: 9.451e-03 | Epoch: [4][320/372] | Time 0.324 | Data 0.050 | Loss 0.3622 | IoU 0.351 [2021-06-14 19:47:52,157][root][INFO] - Lr: 9.448e-03 | Epoch: [4][330/372] | Time 0.324 | Data 0.050 | Loss 0.3617 | IoU 0.351 [2021-06-14 19:47:55,330][root][INFO] - Lr: 9.445e-03 | Epoch: [4][340/372] | Time 0.324 | Data 0.049 | Loss 0.3611 | IoU 0.352 [2021-06-14 19:47:58,528][root][INFO] - Lr: 9.442e-03 | Epoch: [4][350/372] | Time 0.324 | Data 0.049 | Loss 0.3605 | IoU 0.352 [2021-06-14 19:48:01,690][root][INFO] - Lr: 9.439e-03 | Epoch: [4][360/372] | Time 0.324 | Data 0.049 | Loss 0.3600 | IoU 0.353 [2021-06-14 19:48:04,776][root][INFO] - Lr: 9.436e-03 | Epoch: [4][370/372] | Time 0.323 | Data 0.049 | Loss 0.3595 | IoU 0.353 [2021-06-14 19:48:06,465][root][INFO] - Lr: 9.435e-03 | Epoch: [5][0/372] | Time 1.236 | Data 0.933 | Loss 0.3594 | IoU 0.353 [2021-06-14 19:48:10,025][root][INFO] - Lr: 9.432e-03 | Epoch: [5][10/372] | Time 0.437 | Data 0.155 | Loss 0.3588 | IoU 0.353 [2021-06-14 19:48:13,169][root][INFO] - Lr: 9.429e-03 | Epoch: [5][20/372] | Time 0.379 | Data 0.101 | Loss 0.3582 | IoU 0.354 [2021-06-14 19:48:16,433][root][INFO] - Lr: 9.426e-03 | Epoch: [5][30/372] | Time 0.361 | Data 0.085 | Loss 0.3578 | IoU 0.354 [2021-06-14 19:48:19,621][root][INFO] - Lr: 9.423e-03 | Epoch: [5][40/372] | Time 0.351 | Data 0.075 | Loss 0.3572 | IoU 0.355 [2021-06-14 19:48:22,856][root][INFO] - Lr: 9.420e-03 | Epoch: [5][50/372] | Time 0.346 | Data 0.069 | Loss 0.3567 | IoU 0.355 [2021-06-14 19:48:26,032][root][INFO] - Lr: 9.417e-03 | Epoch: [5][60/372] | Time 0.341 | Data 0.065 | Loss 0.3562 | IoU 0.355 [2021-06-14 19:48:29,220][root][INFO] - Lr: 9.414e-03 | Epoch: [5][70/372] | Time 0.338 | Data 0.063 | Loss 0.3558 | IoU 0.356 [2021-06-14 19:48:32,465][root][INFO] - Lr: 9.411e-03 | Epoch: [5][80/372] | Time 0.336 | Data 0.061 | Loss 0.3553 | IoU 0.356 [2021-06-14 19:48:35,690][root][INFO] - Lr: 9.408e-03 | Epoch: [5][90/372] | Time 0.335 | Data 0.059 | Loss 0.3548 | IoU 0.356 [2021-06-14 19:48:38,884][root][INFO] - Lr: 9.405e-03 | Epoch: [5][100/372] | Time 0.333 | Data 0.058 | Loss 0.3543 | IoU 0.357 [2021-06-14 19:48:42,124][root][INFO] - Lr: 9.402e-03 | Epoch: [5][110/372] | Time 0.333 | Data 0.057 | Loss 0.3537 | IoU 0.357 [2021-06-14 19:48:45,322][root][INFO] - Lr: 9.399e-03 | Epoch: [5][120/372] | Time 0.331 | Data 0.056 | Loss 0.3532 | IoU 0.357 [2021-06-14 19:48:48,554][root][INFO] - Lr: 9.396e-03 | Epoch: [5][130/372] | Time 0.331 | Data 0.055 | Loss 0.3527 | IoU 0.358 [2021-06-14 19:48:51,764][root][INFO] - Lr: 9.393e-03 | Epoch: [5][140/372] | Time 0.330 | Data 0.054 | Loss 0.3523 | IoU 0.358 [2021-06-14 19:48:54,975][root][INFO] - Lr: 9.390e-03 | Epoch: [5][150/372] | Time 0.329 | Data 0.054 | Loss 0.3517 | IoU 0.359 [2021-06-14 19:48:58,176][root][INFO] - Lr: 9.387e-03 | Epoch: [5][160/372] | Time 0.329 | Data 0.053 | Loss 0.3513 | IoU 0.359 [2021-06-14 19:49:01,373][root][INFO] - Lr: 9.384e-03 | Epoch: [5][170/372] | Time 0.328 | Data 0.053 | Loss 0.3508 | IoU 0.359 [2021-06-14 19:49:04,586][root][INFO] - Lr: 9.381e-03 | Epoch: [5][180/372] | Time 0.328 | Data 0.053 | Loss 0.3502 | IoU 0.360 [2021-06-14 19:49:07,782][root][INFO] - Lr: 9.378e-03 | Epoch: [5][190/372] | Time 0.327 | Data 0.052 | Loss 0.3497 | IoU 0.360 [2021-06-14 19:49:11,010][root][INFO] - Lr: 9.375e-03 | Epoch: [5][200/372] | Time 0.327 | Data 0.052 | Loss 0.3492 | IoU 0.360 [2021-06-14 19:49:14,268][root][INFO] - Lr: 9.371e-03 | Epoch: [5][210/372] | Time 0.327 | Data 0.052 | Loss 0.3488 | IoU 0.361 [2021-06-14 19:49:17,429][root][INFO] - Lr: 9.368e-03 | Epoch: [5][220/372] | Time 0.327 | Data 0.052 | Loss 0.3484 | IoU 0.361 [2021-06-14 19:49:20,612][root][INFO] - Lr: 9.365e-03 | Epoch: [5][230/372] | Time 0.326 | Data 0.051 | Loss 0.3481 | IoU 0.361 [2021-06-14 19:49:23,769][root][INFO] - Lr: 9.362e-03 | Epoch: [5][240/372] | Time 0.326 | Data 0.051 | Loss 0.3478 | IoU 0.362 [2021-06-14 19:49:26,986][root][INFO] - Lr: 9.359e-03 | Epoch: [5][250/372] | Time 0.326 | Data 0.051 | Loss 0.3473 | IoU 0.362 [2021-06-14 19:49:30,182][root][INFO] - Lr: 9.356e-03 | Epoch: [5][260/372] | Time 0.325 | Data 0.051 | Loss 0.3468 | IoU 0.362 [2021-06-14 19:49:33,396][root][INFO] - Lr: 9.353e-03 | Epoch: [5][270/372] | Time 0.325 | Data 0.050 | Loss 0.3464 | IoU 0.363 [2021-06-14 19:49:36,608][root][INFO] - Lr: 9.350e-03 | Epoch: [5][280/372] | Time 0.325 | Data 0.050 | Loss 0.3460 | IoU 0.363 [2021-06-14 19:49:39,783][root][INFO] - Lr: 9.347e-03 | Epoch: [5][290/372] | Time 0.325 | Data 0.050 | Loss 0.3455 | IoU 0.363 [2021-06-14 19:49:43,032][root][INFO] - Lr: 9.344e-03 | Epoch: [5][300/372] | Time 0.325 | Data 0.050 | Loss 0.3450 | IoU 0.364 [2021-06-14 19:49:46,206][root][INFO] - Lr: 9.341e-03 | Epoch: [5][310/372] | Time 0.325 | Data 0.050 | Loss 0.3446 | IoU 0.364 [2021-06-14 19:49:49,434][root][INFO] - Lr: 9.338e-03 | Epoch: [5][320/372] | Time 0.325 | Data 0.050 | Loss 0.3441 | IoU 0.364 [2021-06-14 19:49:52,658][root][INFO] - Lr: 9.335e-03 | Epoch: [5][330/372] | Time 0.325 | Data 0.050 | Loss 0.3436 | IoU 0.365 [2021-06-14 19:49:55,838][root][INFO] - Lr: 9.332e-03 | Epoch: [5][340/372] | Time 0.324 | Data 0.050 | Loss 0.3430 | IoU 0.365 [2021-06-14 19:49:59,054][root][INFO] - Lr: 9.329e-03 | Epoch: [5][350/372] | Time 0.324 | Data 0.050 | Loss 0.3427 | IoU 0.365 [2021-06-14 19:50:02,260][root][INFO] - Lr: 9.326e-03 | Epoch: [5][360/372] | Time 0.324 | Data 0.050 | Loss 0.3423 | IoU 0.366 [2021-06-14 19:50:05,365][root][INFO] - Lr: 9.323e-03 | Epoch: [5][370/372] | Time 0.324 | Data 0.049 | Loss 0.3419 | IoU 0.366 [2021-06-14 19:50:06,175][root][INFO] - 0/500 [2021-06-14 19:50:06,261][root][INFO] - 1/500 [2021-06-14 19:50:06,343][root][INFO] - 2/500 [2021-06-14 19:50:06,417][root][INFO] - 3/500 [2021-06-14 19:50:06,535][root][INFO] - 4/500 [2021-06-14 19:50:06,578][root][INFO] - 5/500 [2021-06-14 19:50:06,655][root][INFO] - 6/500 [2021-06-14 19:50:06,746][root][INFO] - 7/500 [2021-06-14 19:50:06,822][root][INFO] - 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495/500 [2021-06-14 19:50:40,877][root][INFO] - 496/500 [2021-06-14 19:50:40,920][root][INFO] - 497/500 [2021-06-14 19:50:40,964][root][INFO] - 498/500 [2021-06-14 19:50:41,007][root][INFO] - 499/500 [2021-06-14 19:50:41,123][root][INFO] - Validation set: Time avg per batch 0.071 Loss avg 0.3933 IoU avg 0.367 [2021-06-14 19:50:41,124][root][INFO] - ---> save checkpoint [2021-06-14 19:50:45,032][root][INFO] - Lr: 9.322e-03 | Epoch: [6][0/372] | Time 1.362 | Data 1.089 | Loss 0.3418 | IoU 0.366 [2021-06-14 19:50:48,471][root][INFO] - Lr: 9.319e-03 | Epoch: [6][10/372] | Time 0.441 | Data 0.165 | Loss 0.3414 | IoU 0.366 [2021-06-14 19:50:51,629][root][INFO] - Lr: 9.316e-03 | Epoch: [6][20/372] | Time 0.381 | Data 0.109 | Loss 0.3409 | IoU 0.367 [2021-06-14 19:50:54,892][root][INFO] - Lr: 9.313e-03 | Epoch: [6][30/372] | Time 0.363 | Data 0.089 | Loss 0.3404 | IoU 0.367 [2021-06-14 19:50:58,111][root][INFO] - Lr: 9.310e-03 | Epoch: [6][40/372] | Time 0.353 | Data 0.079 | Loss 0.3400 | IoU 0.367 [2021-06-14 19:51:01,306][root][INFO] - Lr: 9.307e-03 | Epoch: [6][50/372] | Time 0.347 | Data 0.073 | Loss 0.3395 | IoU 0.368 [2021-06-14 19:51:04,480][root][INFO] - Lr: 9.304e-03 | Epoch: [6][60/372] | Time 0.341 | Data 0.068 | Loss 0.3390 | IoU 0.368 [2021-06-14 19:51:07,705][root][INFO] - Lr: 9.301e-03 | Epoch: [6][70/372] | Time 0.339 | Data 0.066 | Loss 0.3385 | IoU 0.368 [2021-06-14 19:51:10,810][root][INFO] - Lr: 9.298e-03 | Epoch: [6][80/372] | Time 0.336 | Data 0.062 | Loss 0.3381 | IoU 0.369 [2021-06-14 19:51:14,002][root][INFO] - Lr: 9.295e-03 | Epoch: [6][90/372] | Time 0.334 | Data 0.060 | Loss 0.3377 | IoU 0.369 [2021-06-14 19:51:17,173][root][INFO] - Lr: 9.292e-03 | Epoch: [6][100/372] | Time 0.332 | Data 0.059 | Loss 0.3373 | IoU 0.369 [2021-06-14 19:51:20,355][root][INFO] - Lr: 9.289e-03 | Epoch: [6][110/372] | Time 0.331 | Data 0.057 | Loss 0.3369 | IoU 0.370 [2021-06-14 19:51:23,582][root][INFO] - Lr: 9.286e-03 | Epoch: [6][120/372] | Time 0.330 | Data 0.056 | Loss 0.3365 | IoU 0.370 [2021-06-14 19:51:26,800][root][INFO] - Lr: 9.282e-03 | Epoch: [6][130/372] | Time 0.330 | Data 0.056 | Loss 0.3361 | IoU 0.370 [2021-06-14 19:51:29,951][root][INFO] - Lr: 9.279e-03 | Epoch: [6][140/372] | Time 0.329 | Data 0.055 | Loss 0.3357 | IoU 0.371 [2021-06-14 19:51:33,176][root][INFO] - Lr: 9.276e-03 | Epoch: [6][150/372] | Time 0.328 | Data 0.054 | Loss 0.3352 | IoU 0.371 [2021-06-14 19:51:36,404][root][INFO] - Lr: 9.273e-03 | Epoch: [6][160/372] | Time 0.328 | Data 0.054 | Loss 0.3348 | IoU 0.371 [2021-06-14 19:51:39,613][root][INFO] - Lr: 9.270e-03 | Epoch: [6][170/372] | Time 0.327 | Data 0.053 | Loss 0.3344 | IoU 0.372 [2021-06-14 19:51:42,800][root][INFO] - Lr: 9.267e-03 | Epoch: [6][180/372] | Time 0.327 | Data 0.053 | Loss 0.3339 | IoU 0.372 [2021-06-14 19:51:45,980][root][INFO] - Lr: 9.264e-03 | Epoch: [6][190/372] | Time 0.326 | Data 0.053 | Loss 0.3336 | IoU 0.372 [2021-06-14 19:51:49,191][root][INFO] - Lr: 9.261e-03 | Epoch: [6][200/372] | Time 0.326 | Data 0.052 | Loss 0.3332 | IoU 0.372 [2021-06-14 19:51:52,373][root][INFO] - Lr: 9.258e-03 | Epoch: [6][210/372] | Time 0.326 | Data 0.052 | Loss 0.3328 | IoU 0.373 [2021-06-14 19:51:55,563][root][INFO] - Lr: 9.255e-03 | Epoch: [6][220/372] | Time 0.325 | Data 0.052 | Loss 0.3324 | IoU 0.373 [2021-06-14 19:51:58,774][root][INFO] - Lr: 9.252e-03 | Epoch: [6][230/372] | Time 0.325 | Data 0.051 | Loss 0.3320 | IoU 0.373 [2021-06-14 19:52:01,970][root][INFO] - Lr: 9.249e-03 | Epoch: [6][240/372] | Time 0.325 | Data 0.051 | Loss 0.3316 | IoU 0.373 [2021-06-14 19:52:05,149][root][INFO] - Lr: 9.246e-03 | Epoch: [6][250/372] | Time 0.325 | Data 0.051 | Loss 0.3312 | IoU 0.374 [2021-06-14 19:52:08,333][root][INFO] - Lr: 9.243e-03 | Epoch: [6][260/372] | Time 0.325 | Data 0.051 | Loss 0.3309 | IoU 0.374 [2021-06-14 19:52:11,534][root][INFO] - Lr: 9.240e-03 | Epoch: [6][270/372] | Time 0.324 | Data 0.051 | Loss 0.3306 | IoU 0.374 [2021-06-14 19:52:14,728][root][INFO] - Lr: 9.237e-03 | Epoch: [6][280/372] | Time 0.324 | Data 0.050 | Loss 0.3302 | IoU 0.375 [2021-06-14 19:52:17,987][root][INFO] - Lr: 9.234e-03 | Epoch: [6][290/372] | Time 0.324 | Data 0.050 | Loss 0.3299 | IoU 0.375 [2021-06-14 19:52:21,172][root][INFO] - Lr: 9.231e-03 | Epoch: [6][300/372] | Time 0.324 | Data 0.050 | Loss 0.3295 | IoU 0.375 [2021-06-14 19:52:24,356][root][INFO] - Lr: 9.228e-03 | Epoch: [6][310/372] | Time 0.324 | Data 0.050 | Loss 0.3292 | IoU 0.376 [2021-06-14 19:52:27,549][root][INFO] - Lr: 9.225e-03 | Epoch: [6][320/372] | Time 0.324 | Data 0.050 | Loss 0.3288 | IoU 0.376 [2021-06-14 19:52:30,688][root][INFO] - Lr: 9.221e-03 | Epoch: [6][330/372] | Time 0.323 | Data 0.049 | Loss 0.3285 | IoU 0.376 [2021-06-14 19:52:33,888][root][INFO] - Lr: 9.218e-03 | Epoch: [6][340/372] | Time 0.323 | Data 0.049 | Loss 0.3281 | IoU 0.376 [2021-06-14 19:52:37,092][root][INFO] - Lr: 9.215e-03 | Epoch: [6][350/372] | Time 0.323 | Data 0.049 | Loss 0.3278 | IoU 0.377 [2021-06-14 19:52:40,326][root][INFO] - Lr: 9.212e-03 | Epoch: [6][360/372] | Time 0.323 | Data 0.049 | Loss 0.3274 | IoU 0.377 [2021-06-14 19:52:43,435][root][INFO] - Lr: 9.209e-03 | Epoch: [6][370/372] | Time 0.323 | Data 0.049 | Loss 0.3270 | IoU 0.377 [2021-06-14 19:52:45,216][root][INFO] - Lr: 9.209e-03 | Epoch: [7][0/372] | Time 1.313 | Data 1.006 | Loss 0.3269 | IoU 0.377 [2021-06-14 19:52:48,685][root][INFO] - Lr: 9.206e-03 | Epoch: [7][10/372] | Time 0.436 | Data 0.155 | Loss 0.3266 | IoU 0.378 [2021-06-14 19:52:51,929][root][INFO] - Lr: 9.203e-03 | Epoch: [7][20/372] | Time 0.383 | Data 0.105 | Loss 0.3262 | IoU 0.378 [2021-06-14 19:52:55,095][root][INFO] - Lr: 9.200e-03 | Epoch: [7][30/372] | Time 0.362 | Data 0.085 | Loss 0.3258 | IoU 0.378 [2021-06-14 19:52:58,284][root][INFO] - Lr: 9.196e-03 | Epoch: [7][40/372] | Time 0.351 | Data 0.075 | Loss 0.3254 | IoU 0.378 [2021-06-14 19:53:01,441][root][INFO] - Lr: 9.193e-03 | Epoch: [7][50/372] | Time 0.344 | Data 0.069 | Loss 0.3250 | IoU 0.379 [2021-06-14 19:53:04,575][root][INFO] - Lr: 9.190e-03 | Epoch: [7][60/372] | Time 0.339 | Data 0.064 | Loss 0.3247 | IoU 0.379 [2021-06-14 19:53:07,752][root][INFO] - Lr: 9.187e-03 | Epoch: [7][70/372] | Time 0.336 | Data 0.061 | Loss 0.3243 | IoU 0.379 [2021-06-14 19:53:10,942][root][INFO] - Lr: 9.184e-03 | Epoch: [7][80/372] | Time 0.334 | Data 0.059 | Loss 0.3239 | IoU 0.380 [2021-06-14 19:53:14,074][root][INFO] - Lr: 9.181e-03 | Epoch: [7][90/372] | Time 0.331 | Data 0.057 | Loss 0.3236 | IoU 0.380 [2021-06-14 19:53:17,254][root][INFO] - Lr: 9.178e-03 | Epoch: [7][100/372] | Time 0.330 | Data 0.057 | Loss 0.3232 | IoU 0.380 [2021-06-14 19:53:20,411][root][INFO] - Lr: 9.175e-03 | Epoch: [7][110/372] | Time 0.329 | Data 0.055 | Loss 0.3228 | IoU 0.380 [2021-06-14 19:53:23,642][root][INFO] - Lr: 9.172e-03 | Epoch: [7][120/372] | Time 0.329 | Data 0.055 | Loss 0.3225 | IoU 0.381 [2021-06-14 19:53:26,829][root][INFO] - Lr: 9.169e-03 | Epoch: [7][130/372] | Time 0.328 | Data 0.054 | Loss 0.3222 | IoU 0.381 [2021-06-14 19:53:30,048][root][INFO] - Lr: 9.166e-03 | Epoch: [7][140/372] | Time 0.327 | Data 0.053 | Loss 0.3219 | IoU 0.381 [2021-06-14 19:53:33,196][root][INFO] - Lr: 9.163e-03 | Epoch: [7][150/372] | Time 0.327 | Data 0.052 | Loss 0.3216 | IoU 0.382 [2021-06-14 19:53:36,396][root][INFO] - Lr: 9.160e-03 | Epoch: [7][160/372] | Time 0.326 | Data 0.052 | Loss 0.3213 | IoU 0.382 [2021-06-14 19:53:39,587][root][INFO] - Lr: 9.157e-03 | Epoch: [7][170/372] | Time 0.326 | Data 0.052 | Loss 0.3209 | IoU 0.382 [2021-06-14 19:53:42,800][root][INFO] - Lr: 9.154e-03 | Epoch: [7][180/372] | Time 0.325 | Data 0.051 | Loss 0.3206 | IoU 0.382 [2021-06-14 19:53:45,976][root][INFO] - Lr: 9.151e-03 | Epoch: [7][190/372] | Time 0.325 | Data 0.051 | Loss 0.3203 | IoU 0.383 [2021-06-14 19:53:49,166][root][INFO] - Lr: 9.148e-03 | Epoch: [7][200/372] | Time 0.325 | Data 0.051 | Loss 0.3200 | IoU 0.383 [2021-06-14 19:53:52,349][root][INFO] - Lr: 9.145e-03 | Epoch: [7][210/372] | Time 0.324 | Data 0.051 | Loss 0.3197 | IoU 0.383 [2021-06-14 19:53:55,544][root][INFO] - Lr: 9.141e-03 | Epoch: [7][220/372] | Time 0.324 | Data 0.050 | Loss 0.3194 | IoU 0.383 [2021-06-14 19:53:58,670][root][INFO] - Lr: 9.138e-03 | Epoch: [7][230/372] | Time 0.324 | Data 0.050 | Loss 0.3191 | IoU 0.383 [2021-06-14 19:54:01,852][root][INFO] - Lr: 9.135e-03 | Epoch: [7][240/372] | Time 0.323 | Data 0.050 | Loss 0.3189 | IoU 0.384 [2021-06-14 19:54:05,022][root][INFO] - Lr: 9.132e-03 | Epoch: [7][250/372] | Time 0.323 | Data 0.050 | Loss 0.3186 | IoU 0.384 [2021-06-14 19:54:08,197][root][INFO] - Lr: 9.129e-03 | Epoch: [7][260/372] | Time 0.323 | Data 0.049 | Loss 0.3182 | IoU 0.384 [2021-06-14 19:54:11,413][root][INFO] - Lr: 9.126e-03 | Epoch: [7][270/372] | Time 0.323 | Data 0.049 | Loss 0.3179 | IoU 0.384 [2021-06-14 19:54:14,629][root][INFO] - Lr: 9.123e-03 | Epoch: [7][280/372] | Time 0.323 | Data 0.049 | Loss 0.3176 | IoU 0.385 [2021-06-14 19:54:17,826][root][INFO] - Lr: 9.120e-03 | Epoch: [7][290/372] | Time 0.323 | Data 0.049 | Loss 0.3173 | IoU 0.385 [2021-06-14 19:54:21,037][root][INFO] - Lr: 9.117e-03 | Epoch: [7][300/372] | Time 0.323 | Data 0.049 | Loss 0.3170 | IoU 0.385 [2021-06-14 19:54:24,252][root][INFO] - Lr: 9.114e-03 | Epoch: [7][310/372] | Time 0.323 | Data 0.049 | Loss 0.3166 | IoU 0.385 [2021-06-14 19:54:27,463][root][INFO] - Lr: 9.111e-03 | Epoch: [7][320/372] | Time 0.323 | Data 0.049 | Loss 0.3164 | IoU 0.385 [2021-06-14 19:54:30,653][root][INFO] - Lr: 9.108e-03 | Epoch: [7][330/372] | Time 0.323 | Data 0.049 | Loss 0.3161 | IoU 0.386 [2021-06-14 19:54:33,884][root][INFO] - Lr: 9.105e-03 | Epoch: [7][340/372] | Time 0.323 | Data 0.049 | Loss 0.3159 | IoU 0.386 [2021-06-14 19:54:37,099][root][INFO] - Lr: 9.102e-03 | Epoch: [7][350/372] | Time 0.323 | Data 0.049 | Loss 0.3156 | IoU 0.386 [2021-06-14 19:54:40,279][root][INFO] - Lr: 9.099e-03 | Epoch: [7][360/372] | Time 0.322 | Data 0.049 | Loss 0.3153 | IoU 0.386 [2021-06-14 19:54:43,363][root][INFO] - Lr: 9.096e-03 | Epoch: [7][370/372] | Time 0.322 | Data 0.048 | Loss 0.3150 | IoU 0.387 [2021-06-14 19:54:45,167][root][INFO] - Lr: 9.095e-03 | Epoch: [8][0/372] | Time 1.295 | Data 0.995 | Loss 0.3149 | IoU 0.387 [2021-06-14 19:54:48,492][root][INFO] - Lr: 9.092e-03 | Epoch: [8][10/372] | Time 0.426 | Data 0.144 | Loss 0.3146 | IoU 0.387 [2021-06-14 19:54:51,752][root][INFO] - Lr: 9.089e-03 | Epoch: [8][20/372] | Time 0.378 | Data 0.099 | Loss 0.3143 | IoU 0.387 [2021-06-14 19:54:54,981][root][INFO] - Lr: 9.086e-03 | Epoch: [8][30/372] | Time 0.360 | Data 0.081 | Loss 0.3140 | IoU 0.387 [2021-06-14 19:54:58,200][root][INFO] - Lr: 9.083e-03 | Epoch: [8][40/372] | Time 0.351 | Data 0.073 | Loss 0.3138 | IoU 0.388 [2021-06-14 19:55:01,487][root][INFO] - Lr: 9.080e-03 | Epoch: [8][50/372] | Time 0.346 | Data 0.069 | Loss 0.3135 | IoU 0.388 [2021-06-14 19:55:04,678][root][INFO] - Lr: 9.077e-03 | Epoch: [8][60/372] | Time 0.342 | Data 0.066 | Loss 0.3132 | IoU 0.388 [2021-06-14 19:55:07,861][root][INFO] - Lr: 9.074e-03 | Epoch: [8][70/372] | Time 0.339 | Data 0.062 | Loss 0.3128 | IoU 0.388 [2021-06-14 19:55:10,971][root][INFO] - Lr: 9.071e-03 | Epoch: [8][80/372] | Time 0.335 | Data 0.060 | Loss 0.3125 | IoU 0.389 [2021-06-14 19:55:14,172][root][INFO] - Lr: 9.068e-03 | Epoch: [8][90/372] | Time 0.334 | Data 0.058 | Loss 0.3122 | IoU 0.389 [2021-06-14 19:55:17,301][root][INFO] - Lr: 9.064e-03 | Epoch: [8][100/372] | Time 0.332 | Data 0.056 | Loss 0.3119 | IoU 0.389 [2021-06-14 19:55:20,530][root][INFO] - Lr: 9.061e-03 | Epoch: [8][110/372] | Time 0.331 | Data 0.055 | Loss 0.3116 | IoU 0.389 [2021-06-14 19:55:23,745][root][INFO] - Lr: 9.058e-03 | Epoch: [8][120/372] | Time 0.330 | Data 0.055 | Loss 0.3113 | IoU 0.389 [2021-06-14 19:55:26,937][root][INFO] - Lr: 9.055e-03 | Epoch: [8][130/372] | Time 0.329 | Data 0.054 | Loss 0.3110 | IoU 0.390 [2021-06-14 19:55:30,124][root][INFO] - Lr: 9.052e-03 | Epoch: [8][140/372] | Time 0.328 | Data 0.054 | Loss 0.3108 | IoU 0.390 [2021-06-14 19:55:33,375][root][INFO] - Lr: 9.049e-03 | Epoch: [8][150/372] | Time 0.328 | Data 0.053 | Loss 0.3106 | IoU 0.390 [2021-06-14 19:55:36,580][root][INFO] - Lr: 9.046e-03 | Epoch: [8][160/372] | Time 0.328 | Data 0.053 | Loss 0.3103 | IoU 0.390 [2021-06-14 19:55:39,747][root][INFO] - Lr: 9.043e-03 | Epoch: [8][170/372] | Time 0.327 | Data 0.052 | Loss 0.3100 | IoU 0.391 [2021-06-14 19:55:42,949][root][INFO] - Lr: 9.040e-03 | Epoch: [8][180/372] | Time 0.327 | Data 0.052 | Loss 0.3098 | IoU 0.391 [2021-06-14 19:55:46,094][root][INFO] - Lr: 9.037e-03 | Epoch: [8][190/372] | Time 0.326 | Data 0.051 | Loss 0.3094 | IoU 0.391 [2021-06-14 19:55:49,284][root][INFO] - Lr: 9.034e-03 | Epoch: [8][200/372] | Time 0.326 | Data 0.051 | Loss 0.3092 | IoU 0.391 [2021-06-14 19:55:52,578][root][INFO] - Lr: 9.031e-03 | Epoch: [8][210/372] | Time 0.326 | Data 0.051 | Loss 0.3089 | IoU 0.392 [2021-06-14 19:55:55,779][root][INFO] - Lr: 9.028e-03 | Epoch: [8][220/372] | Time 0.326 | Data 0.051 | Loss 0.3086 | IoU 0.392 [2021-06-14 19:55:58,972][root][INFO] - Lr: 9.025e-03 | Epoch: [8][230/372] | Time 0.325 | Data 0.051 | Loss 0.3083 | IoU 0.392 [2021-06-14 19:56:02,201][root][INFO] - Lr: 9.022e-03 | Epoch: [8][240/372] | Time 0.325 | Data 0.051 | Loss 0.3081 | IoU 0.392 [2021-06-14 19:56:05,307][root][INFO] - Lr: 9.019e-03 | Epoch: [8][250/372] | Time 0.325 | Data 0.050 | Loss 0.3078 | IoU 0.392 [2021-06-14 19:56:08,431][root][INFO] - Lr: 9.016e-03 | Epoch: [8][260/372] | Time 0.324 | Data 0.050 | Loss 0.3075 | IoU 0.393 [2021-06-14 19:56:11,504][root][INFO] - Lr: 9.012e-03 | Epoch: [8][270/372] | Time 0.324 | Data 0.049 | Loss 0.3072 | IoU 0.393 [2021-06-14 19:56:14,713][root][INFO] - Lr: 9.009e-03 | Epoch: [8][280/372] | Time 0.323 | Data 0.049 | Loss 0.3069 | IoU 0.393 [2021-06-14 19:56:17,885][root][INFO] - Lr: 9.006e-03 | Epoch: [8][290/372] | Time 0.323 | Data 0.049 | Loss 0.3067 | IoU 0.393 [2021-06-14 19:56:21,060][root][INFO] - Lr: 9.003e-03 | Epoch: [8][300/372] | Time 0.323 | Data 0.049 | Loss 0.3065 | IoU 0.394 [2021-06-14 19:56:24,242][root][INFO] - Lr: 9.000e-03 | Epoch: [8][310/372] | Time 0.323 | Data 0.049 | Loss 0.3063 | IoU 0.394 [2021-06-14 19:56:27,429][root][INFO] - Lr: 8.997e-03 | Epoch: [8][320/372] | Time 0.323 | Data 0.048 | Loss 0.3060 | IoU 0.394 [2021-06-14 19:56:30,667][root][INFO] - Lr: 8.994e-03 | Epoch: [8][330/372] | Time 0.323 | Data 0.048 | Loss 0.3057 | IoU 0.394 [2021-06-14 19:56:33,834][root][INFO] - Lr: 8.991e-03 | Epoch: [8][340/372] | Time 0.323 | Data 0.048 | Loss 0.3055 | IoU 0.394 [2021-06-14 19:56:37,017][root][INFO] - Lr: 8.988e-03 | Epoch: [8][350/372] | Time 0.323 | Data 0.048 | Loss 0.3052 | IoU 0.394 [2021-06-14 19:56:40,200][root][INFO] - Lr: 8.985e-03 | Epoch: [8][360/372] | Time 0.322 | Data 0.048 | Loss 0.3050 | IoU 0.395 [2021-06-14 19:56:43,288][root][INFO] - Lr: 8.982e-03 | Epoch: [8][370/372] | Time 0.322 | Data 0.048 | Loss 0.3047 | IoU 0.395 [2021-06-14 19:56:45,328][root][INFO] - Lr: 8.981e-03 | Epoch: [9][0/372] | Time 1.553 | Data 1.269 | Loss 0.3047 | IoU 0.395 [2021-06-14 19:56:48,689][root][INFO] - Lr: 8.978e-03 | Epoch: [9][10/372] | Time 0.448 | Data 0.173 | Loss 0.3044 | IoU 0.395 [2021-06-14 19:56:51,824][root][INFO] - Lr: 8.975e-03 | Epoch: [9][20/372] | Time 0.384 | Data 0.109 | Loss 0.3042 | IoU 0.395 [2021-06-14 19:56:54,999][root][INFO] - Lr: 8.972e-03 | Epoch: [9][30/372] | Time 0.361 | Data 0.087 | Loss 0.3040 | IoU 0.396 [2021-06-14 19:56:58,233][root][INFO] - Lr: 8.969e-03 | Epoch: [9][40/372] | Time 0.353 | Data 0.079 | Loss 0.3037 | IoU 0.396 [2021-06-14 19:57:01,450][root][INFO] - Lr: 8.966e-03 | Epoch: [9][50/372] | Time 0.347 | Data 0.073 | Loss 0.3034 | IoU 0.396 [2021-06-14 19:57:04,709][root][INFO] - Lr: 8.963e-03 | Epoch: [9][60/372] | Time 0.343 | Data 0.069 | Loss 0.3032 | IoU 0.396 [2021-06-14 19:57:07,976][root][INFO] - Lr: 8.960e-03 | Epoch: [9][70/372] | Time 0.341 | Data 0.066 | Loss 0.3029 | IoU 0.396 [2021-06-14 19:57:11,093][root][INFO] - Lr: 8.957e-03 | Epoch: [9][80/372] | Time 0.338 | Data 0.063 | Loss 0.3027 | IoU 0.396 [2021-06-14 19:57:14,274][root][INFO] - Lr: 8.954e-03 | Epoch: [9][90/372] | Time 0.335 | Data 0.061 | Loss 0.3024 | IoU 0.397 [2021-06-14 19:57:17,533][root][INFO] - Lr: 8.951e-03 | Epoch: [9][100/372] | Time 0.334 | Data 0.060 | Loss 0.3021 | IoU 0.397 [2021-06-14 19:57:20,729][root][INFO] - Lr: 8.948e-03 | Epoch: [9][110/372] | Time 0.333 | Data 0.059 | Loss 0.3018 | IoU 0.397 [2021-06-14 19:57:23,942][root][INFO] - Lr: 8.945e-03 | Epoch: [9][120/372] | Time 0.332 | Data 0.058 | Loss 0.3016 | IoU 0.397 [2021-06-14 19:57:27,168][root][INFO] - Lr: 8.941e-03 | Epoch: [9][130/372] | Time 0.331 | Data 0.057 | Loss 0.3014 | IoU 0.398 [2021-06-14 19:57:30,344][root][INFO] - Lr: 8.938e-03 | Epoch: [9][140/372] | Time 0.330 | Data 0.056 | Loss 0.3012 | IoU 0.398 [2021-06-14 19:57:33,477][root][INFO] - Lr: 8.935e-03 | Epoch: [9][150/372] | Time 0.329 | Data 0.055 | Loss 0.3009 | IoU 0.398 [2021-06-14 19:57:36,650][root][INFO] - Lr: 8.932e-03 | Epoch: [9][160/372] | Time 0.329 | Data 0.054 | Loss 0.3006 | IoU 0.398 [2021-06-14 19:57:39,887][root][INFO] - Lr: 8.929e-03 | Epoch: [9][170/372] | Time 0.328 | Data 0.054 | Loss 0.3004 | IoU 0.398 [2021-06-14 19:57:43,088][root][INFO] - Lr: 8.926e-03 | Epoch: [9][180/372] | Time 0.328 | Data 0.054 | Loss 0.3001 | IoU 0.399 [2021-06-14 19:57:46,268][root][INFO] - Lr: 8.923e-03 | Epoch: [9][190/372] | Time 0.327 | Data 0.053 | Loss 0.2999 | IoU 0.399 [2021-06-14 19:57:49,408][root][INFO] - Lr: 8.920e-03 | Epoch: [9][200/372] | Time 0.327 | Data 0.053 | Loss 0.2996 | IoU 0.399 [2021-06-14 19:57:52,616][root][INFO] - Lr: 8.917e-03 | Epoch: [9][210/372] | Time 0.326 | Data 0.052 | Loss 0.2994 | IoU 0.399 [2021-06-14 19:57:55,831][root][INFO] - Lr: 8.914e-03 | Epoch: [9][220/372] | Time 0.326 | Data 0.052 | Loss 0.2991 | IoU 0.399 [2021-06-14 19:57:59,029][root][INFO] - Lr: 8.911e-03 | Epoch: [9][230/372] | Time 0.326 | Data 0.052 | Loss 0.2989 | IoU 0.400 [2021-06-14 19:58:02,113][root][INFO] - Lr: 8.908e-03 | Epoch: [9][240/372] | Time 0.325 | Data 0.051 | Loss 0.2986 | IoU 0.400 [2021-06-14 19:58:05,357][root][INFO] - Lr: 8.905e-03 | Epoch: [9][250/372] | Time 0.325 | Data 0.051 | Loss 0.2985 | IoU 0.400 [2021-06-14 19:58:08,571][root][INFO] - Lr: 8.902e-03 | Epoch: [9][260/372] | Time 0.325 | Data 0.051 | Loss 0.2983 | IoU 0.400 [2021-06-14 19:58:11,684][root][INFO] - Lr: 8.899e-03 | Epoch: [9][270/372] | Time 0.325 | Data 0.051 | Loss 0.2981 | IoU 0.401 [2021-06-14 19:58:14,933][root][INFO] - Lr: 8.896e-03 | Epoch: [9][280/372] | Time 0.324 | Data 0.051 | Loss 0.2979 | IoU 0.401 [2021-06-14 19:58:18,124][root][INFO] - Lr: 8.892e-03 | Epoch: [9][290/372] | Time 0.324 | Data 0.051 | Loss 0.2976 | IoU 0.401 [2021-06-14 19:58:21,288][root][INFO] - Lr: 8.889e-03 | Epoch: [9][300/372] | Time 0.324 | Data 0.050 | Loss 0.2974 | IoU 0.401 [2021-06-14 19:58:24,500][root][INFO] - Lr: 8.886e-03 | Epoch: [9][310/372] | Time 0.324 | Data 0.050 | Loss 0.2971 | IoU 0.401 [2021-06-14 19:58:27,680][root][INFO] - Lr: 8.883e-03 | Epoch: [9][320/372] | Time 0.324 | Data 0.050 | Loss 0.2969 | IoU 0.402 [2021-06-14 19:58:30,860][root][INFO] - Lr: 8.880e-03 | Epoch: [9][330/372] | Time 0.324 | Data 0.050 | Loss 0.2967 | IoU 0.402 [2021-06-14 19:58:34,095][root][INFO] - Lr: 8.877e-03 | Epoch: [9][340/372] | Time 0.324 | Data 0.050 | Loss 0.2964 | IoU 0.402 [2021-06-14 19:58:37,336][root][INFO] - Lr: 8.874e-03 | Epoch: [9][350/372] | Time 0.324 | Data 0.050 | Loss 0.2962 | IoU 0.402 [2021-06-14 19:58:40,549][root][INFO] - Lr: 8.871e-03 | Epoch: [9][360/372] | Time 0.324 | Data 0.050 | Loss 0.2960 | IoU 0.402 [2021-06-14 19:58:43,620][root][INFO] - Lr: 8.868e-03 | Epoch: [9][370/372] | Time 0.323 | Data 0.049 | Loss 0.2958 | IoU 0.402 [2021-06-14 19:58:45,296][root][INFO] - Lr: 8.867e-03 | Epoch: [10][0/372] | Time 1.222 | Data 0.930 | Loss 0.2957 | IoU 0.402 [2021-06-14 19:58:48,748][root][INFO] - Lr: 8.864e-03 | Epoch: [10][10/372] | Time 0.424 | Data 0.148 | Loss 0.2955 | IoU 0.403 [2021-06-14 19:58:51,982][root][INFO] - Lr: 8.861e-03 | Epoch: [10][20/372] | Time 0.377 | Data 0.103 | Loss 0.2953 | IoU 0.403 [2021-06-14 19:58:55,172][root][INFO] - Lr: 8.858e-03 | Epoch: [10][30/372] | Time 0.358 | Data 0.084 | Loss 0.2951 | IoU 0.403 [2021-06-14 19:58:58,435][root][INFO] - Lr: 8.855e-03 | Epoch: [10][40/372] | Time 0.351 | Data 0.077 | Loss 0.2948 | IoU 0.403 [2021-06-14 19:59:01,671][root][INFO] - Lr: 8.852e-03 | Epoch: [10][50/372] | Time 0.345 | Data 0.071 | Loss 0.2946 | IoU 0.403 [2021-06-14 19:59:04,831][root][INFO] - Lr: 8.849e-03 | Epoch: [10][60/372] | Time 0.341 | Data 0.067 | Loss 0.2944 | IoU 0.404 [2021-06-14 19:59:08,022][root][INFO] - Lr: 8.846e-03 | Epoch: [10][70/372] | Time 0.337 | Data 0.064 | Loss 0.2941 | IoU 0.404 [2021-06-14 19:59:11,205][root][INFO] - Lr: 8.843e-03 | Epoch: [10][80/372] | Time 0.335 | Data 0.062 | Loss 0.2939 | IoU 0.404 [2021-06-14 19:59:14,385][root][INFO] - Lr: 8.840e-03 | Epoch: [10][90/372] | Time 0.333 | Data 0.060 | Loss 0.2937 | IoU 0.404 [2021-06-14 19:59:17,562][root][INFO] - Lr: 8.837e-03 | Epoch: [10][100/372] | Time 0.332 | Data 0.058 | Loss 0.2935 | IoU 0.405 [2021-06-14 19:59:20,751][root][INFO] - Lr: 8.834e-03 | Epoch: [10][110/372] | Time 0.331 | Data 0.057 | Loss 0.2933 | IoU 0.405 [2021-06-14 19:59:23,873][root][INFO] - Lr: 8.831e-03 | Epoch: [10][120/372] | Time 0.329 | Data 0.056 | Loss 0.2931 | IoU 0.405 [2021-06-14 19:59:27,024][root][INFO] - Lr: 8.828e-03 | Epoch: [10][130/372] | Time 0.328 | Data 0.055 | Loss 0.2928 | IoU 0.405 [2021-06-14 19:59:30,232][root][INFO] - Lr: 8.824e-03 | Epoch: [10][140/372] | Time 0.327 | Data 0.054 | Loss 0.2926 | IoU 0.405 [2021-06-14 19:59:33,384][root][INFO] - Lr: 8.821e-03 | Epoch: [10][150/372] | Time 0.327 | Data 0.053 | Loss 0.2924 | IoU 0.406 [2021-06-14 19:59:36,583][root][INFO] - Lr: 8.818e-03 | Epoch: [10][160/372] | Time 0.326 | Data 0.053 | Loss 0.2922 | IoU 0.406 [2021-06-14 19:59:39,763][root][INFO] - Lr: 8.815e-03 | Epoch: [10][170/372] | Time 0.326 | Data 0.052 | Loss 0.2920 | IoU 0.406 [2021-06-14 19:59:42,867][root][INFO] - Lr: 8.812e-03 | Epoch: [10][180/372] | Time 0.325 | Data 0.052 | Loss 0.2918 | IoU 0.406 [2021-06-14 19:59:46,020][root][INFO] - Lr: 8.809e-03 | Epoch: [10][190/372] | Time 0.324 | Data 0.051 | Loss 0.2916 | IoU 0.406 [2021-06-14 19:59:49,188][root][INFO] - Lr: 8.806e-03 | Epoch: [10][200/372] | Time 0.324 | Data 0.051 | Loss 0.2914 | IoU 0.407 [2021-06-14 19:59:52,389][root][INFO] - Lr: 8.803e-03 | Epoch: [10][210/372] | Time 0.324 | Data 0.050 | Loss 0.2911 | IoU 0.407 [2021-06-14 19:59:55,620][root][INFO] - Lr: 8.800e-03 | Epoch: [10][220/372] | Time 0.324 | Data 0.050 | Loss 0.2909 | IoU 0.407 [2021-06-14 19:59:58,779][root][INFO] - Lr: 8.797e-03 | Epoch: [10][230/372] | Time 0.324 | Data 0.050 | Loss 0.2907 | IoU 0.407 [2021-06-14 20:00:01,967][root][INFO] - Lr: 8.794e-03 | Epoch: [10][240/372] | Time 0.323 | Data 0.050 | Loss 0.2905 | IoU 0.407 [2021-06-14 20:00:05,176][root][INFO] - Lr: 8.791e-03 | Epoch: [10][250/372] | Time 0.323 | Data 0.050 | Loss 0.2903 | IoU 0.407 [2021-06-14 20:00:08,380][root][INFO] - Lr: 8.788e-03 | Epoch: [10][260/372] | Time 0.323 | Data 0.050 | Loss 0.2900 | IoU 0.408 [2021-06-14 20:00:11,517][root][INFO] - Lr: 8.785e-03 | Epoch: [10][270/372] | Time 0.323 | Data 0.049 | Loss 0.2898 | IoU 0.408 [2021-06-14 20:00:14,705][root][INFO] - Lr: 8.781e-03 | Epoch: [10][280/372] | Time 0.323 | Data 0.049 | Loss 0.2896 | IoU 0.408 [2021-06-14 20:00:17,908][root][INFO] - Lr: 8.778e-03 | Epoch: [10][290/372] | Time 0.323 | Data 0.049 | Loss 0.2894 | IoU 0.408 [2021-06-14 20:00:21,080][root][INFO] - Lr: 8.775e-03 | Epoch: [10][300/372] | Time 0.322 | Data 0.049 | Loss 0.2892 | IoU 0.408 [2021-06-14 20:00:24,179][root][INFO] - Lr: 8.772e-03 | Epoch: [10][310/372] | Time 0.322 | Data 0.049 | Loss 0.2890 | IoU 0.409 [2021-06-14 20:00:27,312][root][INFO] - Lr: 8.769e-03 | Epoch: [10][320/372] | Time 0.322 | Data 0.048 | Loss 0.2888 | IoU 0.409 [2021-06-14 20:00:30,430][root][INFO] - Lr: 8.766e-03 | Epoch: [10][330/372] | Time 0.321 | Data 0.048 | Loss 0.2886 | IoU 0.409 [2021-06-14 20:00:33,556][root][INFO] - Lr: 8.763e-03 | Epoch: [10][340/372] | Time 0.321 | Data 0.048 | Loss 0.2884 | IoU 0.409 [2021-06-14 20:00:36,752][root][INFO] - Lr: 8.760e-03 | Epoch: [10][350/372] | Time 0.321 | Data 0.048 | Loss 0.2882 | IoU 0.409 [2021-06-14 20:00:39,944][root][INFO] - Lr: 8.757e-03 | Epoch: [10][360/372] | Time 0.321 | Data 0.048 | Loss 0.2880 | IoU 0.409 [2021-06-14 20:00:42,985][root][INFO] - Lr: 8.754e-03 | Epoch: [10][370/372] | Time 0.321 | Data 0.047 | Loss 0.2878 | IoU 0.410 [2021-06-14 20:00:43,754][root][INFO] - 0/500 [2021-06-14 20:00:43,842][root][INFO] - 1/500 [2021-06-14 20:00:43,919][root][INFO] - 2/500 [2021-06-14 20:00:43,998][root][INFO] - 3/500 [2021-06-14 20:00:44,073][root][INFO] - 4/500 [2021-06-14 20:00:44,153][root][INFO] - 5/500 [2021-06-14 20:00:44,196][root][INFO] - 6/500 [2021-06-14 20:00:44,265][root][INFO] - 7/500 [2021-06-14 20:00:44,342][root][INFO] - 8/500 [2021-06-14 20:00:44,409][root][INFO] - 9/500 [2021-06-14 20:00:44,486][root][INFO] - 10/500 [2021-06-14 20:00:44,556][root][INFO] - 11/500 [2021-06-14 20:00:44,622][root][INFO] - 12/500 [2021-06-14 20:00:44,693][root][INFO] - 13/500 [2021-06-14 20:00:44,767][root][INFO] - 14/500 [2021-06-14 20:00:44,840][root][INFO] - 15/500 [2021-06-14 20:00:44,917][root][INFO] - 16/500 [2021-06-14 20:00:44,988][root][INFO] - 17/500 [2021-06-14 20:00:45,065][root][INFO] - 18/500 [2021-06-14 20:00:45,137][root][INFO] - 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485/500 [2021-06-14 20:01:17,147][root][INFO] - 486/500 [2021-06-14 20:01:17,225][root][INFO] - 487/500 [2021-06-14 20:01:17,311][root][INFO] - 488/500 [2021-06-14 20:01:17,357][root][INFO] - 489/500 [2021-06-14 20:01:17,426][root][INFO] - 490/500 [2021-06-14 20:01:17,470][root][INFO] - 491/500 [2021-06-14 20:01:17,544][root][INFO] - 492/500 [2021-06-14 20:01:17,591][root][INFO] - 493/500 [2021-06-14 20:01:17,635][root][INFO] - 494/500 [2021-06-14 20:01:17,678][root][INFO] - 495/500 [2021-06-14 20:01:17,722][root][INFO] - 496/500 [2021-06-14 20:01:17,766][root][INFO] - 497/500 [2021-06-14 20:01:17,809][root][INFO] - 498/500 [2021-06-14 20:01:17,852][root][INFO] - 499/500 [2021-06-14 20:01:17,984][root][INFO] - Validation set: Time avg per batch 0.069 Loss avg 0.3057 IoU avg 0.482 [2021-06-14 20:01:17,986][root][INFO] - ---> save checkpoint [2021-06-14 20:01:21,984][root][INFO] - Lr: 8.753e-03 | Epoch: [11][0/372] | Time 1.499 | Data 1.206 | Loss 0.2878 | IoU 0.410 [2021-06-14 20:01:25,368][root][INFO] - Lr: 8.750e-03 | Epoch: [11][10/372] | Time 0.445 | Data 0.168 | Loss 0.2876 | IoU 0.410 [2021-06-14 20:01:28,525][root][INFO] - Lr: 8.747e-03 | Epoch: [11][20/372] | Time 0.383 | Data 0.110 | Loss 0.2874 | IoU 0.410 [2021-06-14 20:01:31,656][root][INFO] - Lr: 8.744e-03 | Epoch: [11][30/372] | Time 0.361 | Data 0.088 | Loss 0.2872 | IoU 0.410 [2021-06-14 20:01:34,808][root][INFO] - Lr: 8.741e-03 | Epoch: [11][40/372] | Time 0.350 | Data 0.078 | Loss 0.2869 | IoU 0.410 [2021-06-14 20:01:38,066][root][INFO] - Lr: 8.738e-03 | Epoch: [11][50/372] | Time 0.345 | Data 0.072 | Loss 0.2867 | IoU 0.411 [2021-06-14 20:01:41,266][root][INFO] - Lr: 8.735e-03 | Epoch: [11][60/372] | Time 0.341 | Data 0.068 | Loss 0.2865 | IoU 0.411 [2021-06-14 20:01:44,481][root][INFO] - Lr: 8.732e-03 | Epoch: [11][70/372] | Time 0.338 | Data 0.065 | Loss 0.2863 | IoU 0.411 [2021-06-14 20:01:47,620][root][INFO] - Lr: 8.729e-03 | Epoch: [11][80/372] | Time 0.335 | Data 0.063 | Loss 0.2861 | IoU 0.411 [2021-06-14 20:01:50,821][root][INFO] - Lr: 8.726e-03 | Epoch: [11][90/372] | Time 0.333 | Data 0.061 | Loss 0.2859 | IoU 0.411 [2021-06-14 20:01:54,027][root][INFO] - Lr: 8.723e-03 | Epoch: [11][100/372] | Time 0.332 | Data 0.059 | Loss 0.2857 | IoU 0.411 [2021-06-14 20:01:57,210][root][INFO] - Lr: 8.719e-03 | Epoch: [11][110/372] | Time 0.331 | Data 0.058 | Loss 0.2855 | IoU 0.412 [2021-06-14 20:02:00,333][root][INFO] - Lr: 8.716e-03 | Epoch: [11][120/372] | Time 0.329 | Data 0.057 | Loss 0.2853 | IoU 0.412 [2021-06-14 20:02:03,533][root][INFO] - Lr: 8.713e-03 | Epoch: [11][130/372] | Time 0.329 | Data 0.055 | Loss 0.2851 | IoU 0.412 [2021-06-14 20:02:06,670][root][INFO] - Lr: 8.710e-03 | Epoch: [11][140/372] | Time 0.328 | Data 0.055 | Loss 0.2849 | IoU 0.412 [2021-06-14 20:02:09,934][root][INFO] - Lr: 8.707e-03 | Epoch: [11][150/372] | Time 0.328 | Data 0.054 | Loss 0.2847 | IoU 0.412 [2021-06-14 20:02:13,089][root][INFO] - Lr: 8.704e-03 | Epoch: [11][160/372] | Time 0.327 | Data 0.054 | Loss 0.2845 | IoU 0.412 [2021-06-14 20:02:16,271][root][INFO] - Lr: 8.701e-03 | Epoch: [11][170/372] | Time 0.326 | Data 0.053 | Loss 0.2843 | IoU 0.413 [2021-06-14 20:02:19,437][root][INFO] - Lr: 8.698e-03 | Epoch: [11][180/372] | Time 0.326 | Data 0.053 | Loss 0.2841 | IoU 0.413 [2021-06-14 20:02:22,640][root][INFO] - Lr: 8.695e-03 | Epoch: [11][190/372] | Time 0.325 | Data 0.053 | Loss 0.2839 | IoU 0.413 [2021-06-14 20:02:25,781][root][INFO] - Lr: 8.692e-03 | Epoch: [11][200/372] | Time 0.325 | Data 0.052 | Loss 0.2837 | IoU 0.413 [2021-06-14 20:02:28,998][root][INFO] - Lr: 8.689e-03 | Epoch: [11][210/372] | Time 0.325 | Data 0.052 | Loss 0.2835 | IoU 0.413 [2021-06-14 20:02:32,162][root][INFO] - Lr: 8.686e-03 | Epoch: [11][220/372] | Time 0.324 | Data 0.051 | Loss 0.2833 | IoU 0.413 [2021-06-14 20:02:35,382][root][INFO] - Lr: 8.683e-03 | Epoch: [11][230/372] | Time 0.324 | Data 0.051 | Loss 0.2831 | IoU 0.414 [2021-06-14 20:02:38,590][root][INFO] - Lr: 8.680e-03 | Epoch: [11][240/372] | Time 0.324 | Data 0.051 | Loss 0.2829 | IoU 0.414 [2021-06-14 20:02:41,710][root][INFO] - Lr: 8.676e-03 | Epoch: [11][250/372] | Time 0.324 | Data 0.051 | Loss 0.2828 | IoU 0.414 [2021-06-14 20:02:44,930][root][INFO] - Lr: 8.673e-03 | Epoch: [11][260/372] | Time 0.324 | Data 0.050 | Loss 0.2826 | IoU 0.414 [2021-06-14 20:02:48,016][root][INFO] - Lr: 8.670e-03 | Epoch: [11][270/372] | Time 0.323 | Data 0.050 | Loss 0.2824 | IoU 0.414 [2021-06-14 20:02:51,206][root][INFO] - Lr: 8.667e-03 | Epoch: [11][280/372] | Time 0.323 | Data 0.050 | Loss 0.2822 | IoU 0.415 [2021-06-14 20:02:54,451][root][INFO] - Lr: 8.664e-03 | Epoch: [11][290/372] | Time 0.323 | Data 0.050 | Loss 0.2821 | IoU 0.415 [2021-06-14 20:02:57,589][root][INFO] - Lr: 8.661e-03 | Epoch: [11][300/372] | Time 0.323 | Data 0.049 | Loss 0.2819 | IoU 0.415 [2021-06-14 20:03:00,776][root][INFO] - Lr: 8.658e-03 | Epoch: [11][310/372] | Time 0.323 | Data 0.049 | Loss 0.2817 | IoU 0.415 [2021-06-14 20:03:03,925][root][INFO] - Lr: 8.655e-03 | Epoch: [11][320/372] | Time 0.322 | Data 0.049 | Loss 0.2815 | IoU 0.415 [2021-06-14 20:03:07,157][root][INFO] - Lr: 8.652e-03 | Epoch: [11][330/372] | Time 0.322 | Data 0.049 | Loss 0.2813 | IoU 0.415 [2021-06-14 20:03:10,344][root][INFO] - Lr: 8.649e-03 | Epoch: [11][340/372] | Time 0.322 | Data 0.049 | Loss 0.2812 | IoU 0.415 [2021-06-14 20:03:13,549][root][INFO] - Lr: 8.646e-03 | Epoch: [11][350/372] | Time 0.322 | Data 0.049 | Loss 0.2810 | IoU 0.416 [2021-06-14 20:03:16,689][root][INFO] - Lr: 8.643e-03 | Epoch: [11][360/372] | Time 0.322 | Data 0.049 | Loss 0.2808 | IoU 0.416 [2021-06-14 20:03:19,795][root][INFO] - Lr: 8.640e-03 | Epoch: [11][370/372] | Time 0.322 | Data 0.048 | Loss 0.2807 | IoU 0.416 [2021-06-14 20:03:21,791][root][INFO] - Lr: 8.639e-03 | Epoch: [12][0/372] | Time 1.511 | Data 1.217 | Loss 0.2806 | IoU 0.416 [2021-06-14 20:03:25,161][root][INFO] - Lr: 8.636e-03 | Epoch: [12][10/372] | Time 0.448 | Data 0.171 | Loss 0.2805 | IoU 0.416 [2021-06-14 20:03:28,359][root][INFO] - Lr: 8.633e-03 | Epoch: [12][20/372] | Time 0.386 | Data 0.111 | Loss 0.2803 | IoU 0.416 [2021-06-14 20:03:31,541][root][INFO] - Lr: 8.630e-03 | Epoch: [12][30/372] | Time 0.364 | Data 0.090 | Loss 0.2801 | IoU 0.416 [2021-06-14 20:03:34,761][root][INFO] - Lr: 8.627e-03 | Epoch: [12][40/372] | Time 0.354 | Data 0.081 | Loss 0.2800 | IoU 0.417 [2021-06-14 20:03:38,039][root][INFO] - Lr: 8.624e-03 | Epoch: [12][50/372] | Time 0.348 | Data 0.075 | Loss 0.2798 | IoU 0.417 [2021-06-14 20:03:41,242][root][INFO] - Lr: 8.621e-03 | Epoch: [12][60/372] | Time 0.344 | Data 0.071 | Loss 0.2797 | IoU 0.417 [2021-06-14 20:03:44,494][root][INFO] - Lr: 8.617e-03 | Epoch: [12][70/372] | Time 0.341 | Data 0.068 | Loss 0.2795 | IoU 0.417 [2021-06-14 20:03:47,702][root][INFO] - Lr: 8.614e-03 | Epoch: [12][80/372] | Time 0.339 | Data 0.066 | Loss 0.2794 | IoU 0.417 [2021-06-14 20:03:50,937][root][INFO] - Lr: 8.611e-03 | Epoch: [12][90/372] | Time 0.337 | Data 0.064 | Loss 0.2792 | IoU 0.417 [2021-06-14 20:03:54,135][root][INFO] - Lr: 8.608e-03 | Epoch: [12][100/372] | Time 0.336 | Data 0.063 | Loss 0.2791 | IoU 0.417 [2021-06-14 20:03:57,321][root][INFO] - Lr: 8.605e-03 | Epoch: [12][110/372] | Time 0.334 | Data 0.061 | Loss 0.2789 | IoU 0.418 [2021-06-14 20:04:00,464][root][INFO] - Lr: 8.602e-03 | Epoch: [12][120/372] | Time 0.332 | Data 0.059 | Loss 0.2787 | IoU 0.418 [2021-06-14 20:04:03,658][root][INFO] - Lr: 8.599e-03 | Epoch: [12][130/372] | Time 0.331 | Data 0.058 | Loss 0.2786 | IoU 0.418 [2021-06-14 20:04:06,853][root][INFO] - Lr: 8.596e-03 | Epoch: [12][140/372] | Time 0.331 | Data 0.057 | Loss 0.2784 | IoU 0.418 [2021-06-14 20:04:10,064][root][INFO] - Lr: 8.593e-03 | Epoch: [12][150/372] | Time 0.330 | Data 0.057 | Loss 0.2782 | IoU 0.418 [2021-06-14 20:04:13,280][root][INFO] - Lr: 8.590e-03 | Epoch: [12][160/372] | Time 0.329 | Data 0.056 | Loss 0.2781 | IoU 0.418 [2021-06-14 20:04:16,503][root][INFO] - Lr: 8.587e-03 | Epoch: [12][170/372] | Time 0.329 | Data 0.055 | Loss 0.2779 | IoU 0.418 [2021-06-14 20:04:19,645][root][INFO] - Lr: 8.584e-03 | Epoch: [12][180/372] | Time 0.328 | Data 0.055 | Loss 0.2777 | IoU 0.419 [2021-06-14 20:04:22,757][root][INFO] - Lr: 8.581e-03 | Epoch: [12][190/372] | Time 0.327 | Data 0.054 | Loss 0.2776 | IoU 0.419 [2021-06-14 20:04:25,934][root][INFO] - Lr: 8.578e-03 | Epoch: [12][200/372] | Time 0.327 | Data 0.053 | Loss 0.2775 | IoU 0.419 [2021-06-14 20:04:29,144][root][INFO] - Lr: 8.574e-03 | Epoch: [12][210/372] | Time 0.327 | Data 0.053 | Loss 0.2773 | IoU 0.419 [2021-06-14 20:04:32,348][root][INFO] - Lr: 8.571e-03 | Epoch: [12][220/372] | Time 0.326 | Data 0.052 | Loss 0.2772 | IoU 0.419 [2021-06-14 20:04:35,540][root][INFO] - Lr: 8.568e-03 | Epoch: [12][230/372] | Time 0.326 | Data 0.052 | Loss 0.2770 | IoU 0.419 [2021-06-14 20:04:38,727][root][INFO] - Lr: 8.565e-03 | Epoch: [12][240/372] | Time 0.326 | Data 0.052 | Loss 0.2768 | IoU 0.419 [2021-06-14 20:04:41,902][root][INFO] - Lr: 8.562e-03 | Epoch: [12][250/372] | Time 0.325 | Data 0.051 | Loss 0.2767 | IoU 0.420 [2021-06-14 20:04:45,097][root][INFO] - Lr: 8.559e-03 | Epoch: [12][260/372] | Time 0.325 | Data 0.051 | Loss 0.2765 | IoU 0.420 [2021-06-14 20:04:48,326][root][INFO] - Lr: 8.556e-03 | Epoch: [12][270/372] | Time 0.325 | Data 0.051 | Loss 0.2764 | IoU 0.420 [2021-06-14 20:04:51,472][root][INFO] - Lr: 8.553e-03 | Epoch: [12][280/372] | Time 0.325 | Data 0.051 | Loss 0.2762 | IoU 0.420 [2021-06-14 20:04:54,656][root][INFO] - Lr: 8.550e-03 | Epoch: [12][290/372] | Time 0.324 | Data 0.051 | Loss 0.2761 | IoU 0.420 [2021-06-14 20:04:57,859][root][INFO] - Lr: 8.547e-03 | Epoch: [12][300/372] | Time 0.324 | Data 0.050 | Loss 0.2759 | IoU 0.420 [2021-06-14 20:05:01,062][root][INFO] - Lr: 8.544e-03 | Epoch: [12][310/372] | Time 0.324 | Data 0.050 | Loss 0.2757 | IoU 0.420 [2021-06-14 20:05:04,238][root][INFO] - Lr: 8.541e-03 | Epoch: [12][320/372] | Time 0.324 | Data 0.050 | Loss 0.2755 | IoU 0.421 [2021-06-14 20:05:07,429][root][INFO] - Lr: 8.538e-03 | Epoch: [12][330/372] | Time 0.324 | Data 0.050 | Loss 0.2753 | IoU 0.421 [2021-06-14 20:05:10,584][root][INFO] - Lr: 8.534e-03 | Epoch: [12][340/372] | Time 0.324 | Data 0.050 | Loss 0.2752 | IoU 0.421 [2021-06-14 20:05:13,711][root][INFO] - Lr: 8.531e-03 | Epoch: [12][350/372] | Time 0.323 | Data 0.050 | Loss 0.2750 | IoU 0.421 [2021-06-14 20:05:16,910][root][INFO] - Lr: 8.528e-03 | Epoch: [12][360/372] | Time 0.323 | Data 0.049 | Loss 0.2748 | IoU 0.421 [2021-06-14 20:05:19,980][root][INFO] - Lr: 8.525e-03 | Epoch: [12][370/372] | Time 0.323 | Data 0.049 | Loss 0.2747 | IoU 0.421 [2021-06-14 20:05:21,925][root][INFO] - Lr: 8.525e-03 | Epoch: [13][0/372] | Time 1.502 | Data 1.206 | Loss 0.2747 | IoU 0.421 [2021-06-14 20:05:25,219][root][INFO] - Lr: 8.522e-03 | Epoch: [13][10/372] | Time 0.436 | Data 0.149 | Loss 0.2745 | IoU 0.422 [2021-06-14 20:05:28,440][root][INFO] - Lr: 8.518e-03 | Epoch: [13][20/372] | Time 0.381 | Data 0.100 | Loss 0.2743 | IoU 0.422 [2021-06-14 20:05:31,628][root][INFO] - Lr: 8.515e-03 | Epoch: [13][30/372] | Time 0.361 | Data 0.083 | Loss 0.2741 | IoU 0.422 [2021-06-14 20:05:34,774][root][INFO] - Lr: 8.512e-03 | Epoch: [13][40/372] | Time 0.350 | Data 0.073 | Loss 0.2740 | IoU 0.422 [2021-06-14 20:05:37,972][root][INFO] - Lr: 8.509e-03 | Epoch: [13][50/372] | Time 0.344 | Data 0.068 | Loss 0.2738 | IoU 0.422 [2021-06-14 20:05:41,152][root][INFO] - Lr: 8.506e-03 | Epoch: [13][60/372] | Time 0.340 | Data 0.064 | Loss 0.2736 | IoU 0.422 [2021-06-14 20:05:44,311][root][INFO] - Lr: 8.503e-03 | Epoch: [13][70/372] | Time 0.336 | Data 0.061 | Loss 0.2735 | IoU 0.422 [2021-06-14 20:05:47,505][root][INFO] - Lr: 8.500e-03 | Epoch: [13][80/372] | Time 0.334 | Data 0.059 | Loss 0.2733 | IoU 0.423 [2021-06-14 20:05:50,664][root][INFO] - Lr: 8.497e-03 | Epoch: [13][90/372] | Time 0.332 | Data 0.057 | Loss 0.2731 | IoU 0.423 [2021-06-14 20:05:53,890][root][INFO] - Lr: 8.494e-03 | Epoch: [13][100/372] | Time 0.331 | Data 0.056 | Loss 0.2730 | IoU 0.423 [2021-06-14 20:05:57,007][root][INFO] - Lr: 8.491e-03 | Epoch: [13][110/372] | Time 0.330 | Data 0.055 | Loss 0.2728 | IoU 0.423 [2021-06-14 20:06:00,199][root][INFO] - Lr: 8.488e-03 | Epoch: [13][120/372] | Time 0.329 | Data 0.054 | Loss 0.2726 | IoU 0.423 [2021-06-14 20:06:03,295][root][INFO] - Lr: 8.485e-03 | Epoch: [13][130/372] | Time 0.327 | Data 0.052 | Loss 0.2725 | IoU 0.424 [2021-06-14 20:06:06,428][root][INFO] - Lr: 8.481e-03 | Epoch: [13][140/372] | Time 0.326 | Data 0.051 | Loss 0.2723 | IoU 0.424 [2021-06-14 20:06:09,620][root][INFO] - Lr: 8.478e-03 | Epoch: [13][150/372] | Time 0.326 | Data 0.051 | Loss 0.2722 | IoU 0.424 [2021-06-14 20:06:12,831][root][INFO] - Lr: 8.475e-03 | Epoch: [13][160/372] | Time 0.325 | Data 0.051 | Loss 0.2720 | IoU 0.424 [2021-06-14 20:06:16,070][root][INFO] - Lr: 8.472e-03 | Epoch: [13][170/372] | Time 0.325 | Data 0.051 | Loss 0.2718 | IoU 0.424 [2021-06-14 20:06:19,215][root][INFO] - Lr: 8.469e-03 | Epoch: [13][180/372] | Time 0.325 | Data 0.050 | Loss 0.2717 | IoU 0.424 [2021-06-14 20:06:22,361][root][INFO] - Lr: 8.466e-03 | Epoch: [13][190/372] | Time 0.324 | Data 0.050 | Loss 0.2715 | IoU 0.424 [2021-06-14 20:06:25,525][root][INFO] - Lr: 8.463e-03 | Epoch: [13][200/372] | Time 0.324 | Data 0.050 | Loss 0.2714 | IoU 0.424 [2021-06-14 20:06:28,686][root][INFO] - Lr: 8.460e-03 | Epoch: [13][210/372] | Time 0.323 | Data 0.050 | Loss 0.2712 | IoU 0.425 [2021-06-14 20:06:31,875][root][INFO] - Lr: 8.457e-03 | Epoch: [13][220/372] | Time 0.323 | Data 0.049 | Loss 0.2711 | IoU 0.425 [2021-06-14 20:06:35,021][root][INFO] - Lr: 8.454e-03 | Epoch: [13][230/372] | Time 0.323 | Data 0.049 | Loss 0.2709 | IoU 0.425 [2021-06-14 20:06:38,260][root][INFO] - Lr: 8.451e-03 | Epoch: [13][240/372] | Time 0.323 | Data 0.049 | Loss 0.2707 | IoU 0.425 [2021-06-14 20:06:41,417][root][INFO] - Lr: 8.448e-03 | Epoch: [13][250/372] | Time 0.323 | Data 0.049 | Loss 0.2706 | IoU 0.425 [2021-06-14 20:06:44,594][root][INFO] - Lr: 8.445e-03 | Epoch: [13][260/372] | Time 0.322 | Data 0.049 | Loss 0.2704 | IoU 0.426 [2021-06-14 20:06:47,694][root][INFO] - Lr: 8.441e-03 | Epoch: [13][270/372] | Time 0.322 | Data 0.048 | Loss 0.2703 | IoU 0.426 [2021-06-14 20:06:50,904][root][INFO] - Lr: 8.438e-03 | Epoch: [13][280/372] | Time 0.322 | Data 0.048 | Loss 0.2701 | IoU 0.426 [2021-06-14 20:06:54,019][root][INFO] - Lr: 8.435e-03 | Epoch: [13][290/372] | Time 0.322 | Data 0.048 | Loss 0.2700 | IoU 0.426 [2021-06-14 20:06:57,204][root][INFO] - Lr: 8.432e-03 | Epoch: [13][300/372] | Time 0.321 | Data 0.048 | Loss 0.2699 | IoU 0.426 [2021-06-14 20:07:00,433][root][INFO] - Lr: 8.429e-03 | Epoch: [13][310/372] | Time 0.322 | Data 0.048 | Loss 0.2697 | IoU 0.426 [2021-06-14 20:07:03,557][root][INFO] - Lr: 8.426e-03 | Epoch: [13][320/372] | Time 0.321 | Data 0.048 | Loss 0.2695 | IoU 0.426 [2021-06-14 20:07:06,739][root][INFO] - Lr: 8.423e-03 | Epoch: [13][330/372] | Time 0.321 | Data 0.048 | Loss 0.2694 | IoU 0.426 [2021-06-14 20:07:09,869][root][INFO] - Lr: 8.420e-03 | Epoch: [13][340/372] | Time 0.321 | Data 0.047 | Loss 0.2693 | IoU 0.426 [2021-06-14 20:07:13,095][root][INFO] - Lr: 8.417e-03 | Epoch: [13][350/372] | Time 0.321 | Data 0.047 | Loss 0.2691 | IoU 0.427 [2021-06-14 20:07:16,276][root][INFO] - Lr: 8.414e-03 | Epoch: [13][360/372] | Time 0.321 | Data 0.047 | Loss 0.2690 | IoU 0.427 [2021-06-14 20:07:19,355][root][INFO] - Lr: 8.411e-03 | Epoch: [13][370/372] | Time 0.321 | Data 0.047 | Loss 0.2688 | IoU 0.427 [2021-06-14 20:07:21,021][root][INFO] - Lr: 8.410e-03 | Epoch: [14][0/372] | Time 1.185 | Data 0.900 | Loss 0.2688 | IoU 0.427 [2021-06-14 20:07:24,437][root][INFO] - Lr: 8.407e-03 | Epoch: [14][10/372] | Time 0.420 | Data 0.137 | Loss 0.2686 | IoU 0.427 [2021-06-14 20:07:27,670][root][INFO] - Lr: 8.404e-03 | Epoch: [14][20/372] | Time 0.374 | Data 0.095 | Loss 0.2684 | IoU 0.427 [2021-06-14 20:07:30,870][root][INFO] - Lr: 8.401e-03 | Epoch: [14][30/372] | Time 0.356 | Data 0.080 | Loss 0.2683 | IoU 0.427 [2021-06-14 20:07:34,067][root][INFO] - Lr: 8.398e-03 | Epoch: [14][40/372] | Time 0.347 | Data 0.071 | Loss 0.2681 | IoU 0.428 [2021-06-14 20:07:37,282][root][INFO] - Lr: 8.395e-03 | Epoch: [14][50/372] | Time 0.342 | Data 0.066 | Loss 0.2680 | IoU 0.428 [2021-06-14 20:07:40,480][root][INFO] - Lr: 8.391e-03 | Epoch: [14][60/372] | Time 0.339 | Data 0.063 | Loss 0.2678 | IoU 0.428 [2021-06-14 20:07:43,558][root][INFO] - Lr: 8.388e-03 | Epoch: [14][70/372] | Time 0.335 | Data 0.060 | Loss 0.2677 | IoU 0.428 [2021-06-14 20:07:46,788][root][INFO] - Lr: 8.385e-03 | Epoch: [14][80/372] | Time 0.333 | Data 0.058 | Loss 0.2675 | IoU 0.428 [2021-06-14 20:07:50,000][root][INFO] - Lr: 8.382e-03 | Epoch: [14][90/372] | Time 0.332 | Data 0.057 | Loss 0.2674 | IoU 0.428 [2021-06-14 20:07:53,119][root][INFO] - Lr: 8.379e-03 | Epoch: [14][100/372] | Time 0.330 | Data 0.055 | Loss 0.2672 | IoU 0.428 [2021-06-14 20:07:56,331][root][INFO] - Lr: 8.376e-03 | Epoch: [14][110/372] | Time 0.329 | Data 0.054 | Loss 0.2671 | IoU 0.428 [2021-06-14 20:07:59,449][root][INFO] - Lr: 8.373e-03 | Epoch: [14][120/372] | Time 0.328 | Data 0.053 | Loss 0.2669 | IoU 0.429 [2021-06-14 20:08:02,668][root][INFO] - Lr: 8.370e-03 | Epoch: [14][130/372] | Time 0.327 | Data 0.052 | Loss 0.2668 | IoU 0.429 [2021-06-14 20:08:05,863][root][INFO] - Lr: 8.367e-03 | Epoch: [14][140/372] | Time 0.327 | Data 0.052 | Loss 0.2666 | IoU 0.429 [2021-06-14 20:08:09,063][root][INFO] - Lr: 8.364e-03 | Epoch: [14][150/372] | Time 0.326 | Data 0.052 | Loss 0.2665 | IoU 0.429 [2021-06-14 20:08:12,180][root][INFO] - Lr: 8.361e-03 | Epoch: [14][160/372] | Time 0.325 | Data 0.051 | Loss 0.2663 | IoU 0.429 [2021-06-14 20:08:15,447][root][INFO] - Lr: 8.358e-03 | Epoch: [14][170/372] | Time 0.325 | Data 0.051 | Loss 0.2662 | IoU 0.429 [2021-06-14 20:08:18,620][root][INFO] - Lr: 8.354e-03 | Epoch: [14][180/372] | Time 0.325 | Data 0.050 | Loss 0.2660 | IoU 0.430 [2021-06-14 20:08:21,815][root][INFO] - Lr: 8.351e-03 | Epoch: [14][190/372] | Time 0.325 | Data 0.050 | Loss 0.2659 | IoU 0.430 [2021-06-14 20:08:25,041][root][INFO] - Lr: 8.348e-03 | Epoch: [14][200/372] | Time 0.324 | Data 0.050 | Loss 0.2658 | IoU 0.430 [2021-06-14 20:08:28,221][root][INFO] - Lr: 8.345e-03 | Epoch: [14][210/372] | Time 0.324 | Data 0.050 | Loss 0.2656 | IoU 0.430 [2021-06-14 20:08:31,429][root][INFO] - Lr: 8.342e-03 | Epoch: [14][220/372] | Time 0.324 | Data 0.050 | Loss 0.2655 | IoU 0.430 [2021-06-14 20:08:34,654][root][INFO] - Lr: 8.339e-03 | Epoch: [14][230/372] | Time 0.324 | Data 0.050 | Loss 0.2654 | IoU 0.430 [2021-06-14 20:08:37,861][root][INFO] - Lr: 8.336e-03 | Epoch: [14][240/372] | Time 0.324 | Data 0.050 | Loss 0.2653 | IoU 0.430 [2021-06-14 20:08:40,987][root][INFO] - Lr: 8.333e-03 | Epoch: [14][250/372] | Time 0.323 | Data 0.049 | Loss 0.2651 | IoU 0.431 [2021-06-14 20:08:44,185][root][INFO] - Lr: 8.330e-03 | Epoch: [14][260/372] | Time 0.323 | Data 0.049 | Loss 0.2649 | IoU 0.431 [2021-06-14 20:08:47,296][root][INFO] - Lr: 8.327e-03 | Epoch: [14][270/372] | Time 0.323 | Data 0.049 | Loss 0.2648 | IoU 0.431 [2021-06-14 20:08:50,480][root][INFO] - Lr: 8.324e-03 | Epoch: [14][280/372] | Time 0.322 | Data 0.048 | Loss 0.2647 | IoU 0.431 [2021-06-14 20:08:53,688][root][INFO] - Lr: 8.321e-03 | Epoch: [14][290/372] | Time 0.323 | Data 0.048 | Loss 0.2645 | IoU 0.431 [2021-06-14 20:08:56,813][root][INFO] - Lr: 8.317e-03 | Epoch: [14][300/372] | Time 0.322 | Data 0.048 | Loss 0.2644 | IoU 0.431 [2021-06-14 20:09:00,005][root][INFO] - Lr: 8.314e-03 | Epoch: [14][310/372] | Time 0.322 | Data 0.048 | Loss 0.2642 | IoU 0.431 [2021-06-14 20:09:03,172][root][INFO] - Lr: 8.311e-03 | Epoch: [14][320/372] | Time 0.322 | Data 0.048 | Loss 0.2641 | IoU 0.431 [2021-06-14 20:09:06,354][root][INFO] - Lr: 8.308e-03 | Epoch: [14][330/372] | Time 0.322 | Data 0.048 | Loss 0.2640 | IoU 0.432 [2021-06-14 20:09:09,582][root][INFO] - Lr: 8.305e-03 | Epoch: [14][340/372] | Time 0.322 | Data 0.048 | Loss 0.2639 | IoU 0.432 [2021-06-14 20:09:12,718][root][INFO] - Lr: 8.302e-03 | Epoch: [14][350/372] | Time 0.322 | Data 0.047 | Loss 0.2638 | IoU 0.432 [2021-06-14 20:09:15,850][root][INFO] - Lr: 8.299e-03 | Epoch: [14][360/372] | Time 0.321 | Data 0.047 | Loss 0.2636 | IoU 0.432 [2021-06-14 20:09:18,918][root][INFO] - Lr: 8.296e-03 | Epoch: [14][370/372] | Time 0.321 | Data 0.047 | Loss 0.2635 | IoU 0.432 [2021-06-14 20:09:20,938][root][INFO] - Lr: 8.295e-03 | Epoch: [15][0/372] | Time 1.493 | Data 1.171 | Loss 0.2634 | IoU 0.432 [2021-06-14 20:09:24,384][root][INFO] - Lr: 8.292e-03 | Epoch: [15][10/372] | Time 0.450 | Data 0.166 | Loss 0.2633 | IoU 0.432 [2021-06-14 20:09:27,646][root][INFO] - Lr: 8.289e-03 | Epoch: [15][20/372] | Time 0.392 | Data 0.113 | Loss 0.2632 | IoU 0.432 [2021-06-14 20:09:30,867][root][INFO] - Lr: 8.286e-03 | Epoch: [15][30/372] | Time 0.369 | Data 0.092 | Loss 0.2630 | IoU 0.432 [2021-06-14 20:09:34,037][root][INFO] - Lr: 8.283e-03 | Epoch: [15][40/372] | Time 0.357 | Data 0.081 | Loss 0.2629 | IoU 0.433 [2021-06-14 20:09:37,166][root][INFO] - Lr: 8.280e-03 | Epoch: [15][50/372] | Time 0.348 | Data 0.073 | Loss 0.2627 | IoU 0.433 [2021-06-14 20:09:40,412][root][INFO] - Lr: 8.277e-03 | Epoch: [15][60/372] | Time 0.344 | Data 0.069 | Loss 0.2626 | IoU 0.433 [2021-06-14 20:09:43,621][root][INFO] - Lr: 8.274e-03 | Epoch: [15][70/372] | Time 0.341 | Data 0.066 | Loss 0.2625 | IoU 0.433 [2021-06-14 20:09:46,881][root][INFO] - Lr: 8.271e-03 | Epoch: [15][80/372] | Time 0.339 | Data 0.063 | Loss 0.2623 | IoU 0.433 [2021-06-14 20:09:50,104][root][INFO] - Lr: 8.267e-03 | Epoch: [15][90/372] | Time 0.337 | Data 0.062 | Loss 0.2621 | IoU 0.433 [2021-06-14 20:09:53,310][root][INFO] - Lr: 8.264e-03 | Epoch: [15][100/372] | Time 0.336 | Data 0.060 | Loss 0.2620 | IoU 0.433 [2021-06-14 20:09:56,490][root][INFO] - Lr: 8.261e-03 | Epoch: [15][110/372] | Time 0.334 | Data 0.059 | Loss 0.2619 | IoU 0.433 [2021-06-14 20:09:59,617][root][INFO] - Lr: 8.258e-03 | Epoch: [15][120/372] | Time 0.332 | Data 0.057 | Loss 0.2617 | IoU 0.434 [2021-06-14 20:10:02,829][root][INFO] - Lr: 8.255e-03 | Epoch: [15][130/372] | Time 0.331 | Data 0.056 | Loss 0.2616 | IoU 0.434 [2021-06-14 20:10:06,071][root][INFO] - Lr: 8.252e-03 | Epoch: [15][140/372] | Time 0.331 | Data 0.056 | Loss 0.2615 | IoU 0.434 [2021-06-14 20:10:09,280][root][INFO] - Lr: 8.249e-03 | Epoch: [15][150/372] | Time 0.330 | Data 0.055 | Loss 0.2613 | IoU 0.434 [2021-06-14 20:10:12,472][root][INFO] - Lr: 8.246e-03 | Epoch: [15][160/372] | Time 0.330 | Data 0.055 | Loss 0.2612 | IoU 0.434 [2021-06-14 20:10:15,586][root][INFO] - Lr: 8.243e-03 | Epoch: [15][170/372] | Time 0.329 | Data 0.054 | Loss 0.2611 | IoU 0.434 [2021-06-14 20:10:18,688][root][INFO] - Lr: 8.240e-03 | Epoch: [15][180/372] | Time 0.328 | Data 0.053 | Loss 0.2609 | IoU 0.434 [2021-06-14 20:10:21,857][root][INFO] - Lr: 8.237e-03 | Epoch: [15][190/372] | Time 0.327 | Data 0.053 | Loss 0.2608 | IoU 0.435 [2021-06-14 20:10:24,949][root][INFO] - Lr: 8.233e-03 | Epoch: [15][200/372] | Time 0.326 | Data 0.052 | Loss 0.2607 | IoU 0.435 [2021-06-14 20:10:28,140][root][INFO] - Lr: 8.230e-03 | Epoch: [15][210/372] | Time 0.326 | Data 0.052 | Loss 0.2605 | IoU 0.435 [2021-06-14 20:10:31,372][root][INFO] - Lr: 8.227e-03 | Epoch: [15][220/372] | Time 0.326 | Data 0.052 | Loss 0.2604 | IoU 0.435 [2021-06-14 20:10:34,593][root][INFO] - Lr: 8.224e-03 | Epoch: [15][230/372] | Time 0.325 | Data 0.051 | Loss 0.2603 | IoU 0.435 [2021-06-14 20:10:37,781][root][INFO] - Lr: 8.221e-03 | Epoch: [15][240/372] | Time 0.325 | Data 0.051 | Loss 0.2601 | IoU 0.435 [2021-06-14 20:10:40,940][root][INFO] - Lr: 8.218e-03 | Epoch: [15][250/372] | Time 0.325 | Data 0.051 | Loss 0.2600 | IoU 0.435 [2021-06-14 20:10:44,148][root][INFO] - Lr: 8.215e-03 | Epoch: [15][260/372] | Time 0.325 | Data 0.051 | Loss 0.2598 | IoU 0.436 [2021-06-14 20:10:47,355][root][INFO] - Lr: 8.212e-03 | Epoch: [15][270/372] | Time 0.325 | Data 0.051 | Loss 0.2597 | IoU 0.436 [2021-06-14 20:10:50,513][root][INFO] - Lr: 8.209e-03 | Epoch: [15][280/372] | Time 0.324 | Data 0.050 | Loss 0.2596 | IoU 0.436 [2021-06-14 20:10:53,642][root][INFO] - Lr: 8.206e-03 | Epoch: [15][290/372] | Time 0.324 | Data 0.050 | Loss 0.2595 | IoU 0.436 [2021-06-14 20:10:56,875][root][INFO] - Lr: 8.203e-03 | Epoch: [15][300/372] | Time 0.324 | Data 0.050 | Loss 0.2593 | IoU 0.436 [2021-06-14 20:11:00,022][root][INFO] - Lr: 8.199e-03 | Epoch: [15][310/372] | Time 0.324 | Data 0.050 | Loss 0.2592 | IoU 0.436 [2021-06-14 20:11:03,152][root][INFO] - Lr: 8.196e-03 | Epoch: [15][320/372] | Time 0.323 | Data 0.049 | Loss 0.2591 | IoU 0.436 [2021-06-14 20:11:06,416][root][INFO] - Lr: 8.193e-03 | Epoch: [15][330/372] | Time 0.323 | Data 0.049 | Loss 0.2590 | IoU 0.436 [2021-06-14 20:11:09,598][root][INFO] - Lr: 8.190e-03 | Epoch: [15][340/372] | Time 0.323 | Data 0.049 | Loss 0.2588 | IoU 0.437 [2021-06-14 20:11:12,852][root][INFO] - Lr: 8.187e-03 | Epoch: [15][350/372] | Time 0.323 | Data 0.049 | Loss 0.2587 | IoU 0.437 [2021-06-14 20:11:16,128][root][INFO] - Lr: 8.184e-03 | Epoch: [15][360/372] | Time 0.323 | Data 0.049 | Loss 0.2586 | IoU 0.437 [2021-06-14 20:11:19,192][root][INFO] - Lr: 8.181e-03 | Epoch: [15][370/372] | Time 0.323 | Data 0.049 | Loss 0.2585 | IoU 0.437 [2021-06-14 20:11:19,994][root][INFO] - 0/500 [2021-06-14 20:11:20,075][root][INFO] - 1/500 [2021-06-14 20:11:20,158][root][INFO] - 2/500 [2021-06-14 20:11:20,242][root][INFO] - 3/500 [2021-06-14 20:11:20,295][root][INFO] - 4/500 [2021-06-14 20:11:20,374][root][INFO] - 5/500 [2021-06-14 20:11:20,416][root][INFO] - 6/500 [2021-06-14 20:11:20,485][root][INFO] - 7/500 [2021-06-14 20:11:20,559][root][INFO] - 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495/500 [2021-06-14 20:11:53,530][root][INFO] - 496/500 [2021-06-14 20:11:53,578][root][INFO] - 497/500 [2021-06-14 20:11:53,627][root][INFO] - 498/500 [2021-06-14 20:11:53,669][root][INFO] - 499/500 [2021-06-14 20:11:53,791][root][INFO] - Validation set: Time avg per batch 0.068 Loss avg 0.2895 IoU avg 0.499 [2021-06-14 20:11:53,792][root][INFO] - ---> save checkpoint [2021-06-14 20:11:57,502][root][INFO] - Lr: 8.180e-03 | Epoch: [16][0/372] | Time 1.201 | Data 0.916 | Loss 0.2584 | IoU 0.437 [2021-06-14 20:12:00,975][root][INFO] - Lr: 8.177e-03 | Epoch: [16][10/372] | Time 0.424 | Data 0.148 | Loss 0.2583 | IoU 0.437 [2021-06-14 20:12:04,316][root][INFO] - Lr: 8.174e-03 | Epoch: [16][20/372] | Time 0.382 | Data 0.100 | Loss 0.2582 | IoU 0.437 [2021-06-14 20:12:07,452][root][INFO] - Lr: 8.171e-03 | Epoch: [16][30/372] | Time 0.360 | Data 0.082 | Loss 0.2581 | IoU 0.437 [2021-06-14 20:12:10,716][root][INFO] - Lr: 8.168e-03 | Epoch: [16][40/372] | Time 0.352 | Data 0.075 | Loss 0.2579 | IoU 0.438 [2021-06-14 20:12:13,845][root][INFO] - Lr: 8.165e-03 | Epoch: [16][50/372] | Time 0.344 | Data 0.068 | Loss 0.2578 | IoU 0.438 [2021-06-14 20:12:16,935][root][INFO] - Lr: 8.162e-03 | Epoch: [16][60/372] | Time 0.338 | Data 0.064 | Loss 0.2577 | IoU 0.438 [2021-06-14 20:12:20,124][root][INFO] - Lr: 8.159e-03 | Epoch: [16][70/372] | Time 0.336 | Data 0.061 | Loss 0.2575 | IoU 0.438 [2021-06-14 20:12:23,320][root][INFO] - Lr: 8.156e-03 | Epoch: [16][80/372] | Time 0.334 | Data 0.059 | Loss 0.2574 | IoU 0.438 [2021-06-14 20:12:26,510][root][INFO] - Lr: 8.152e-03 | Epoch: [16][90/372] | Time 0.332 | Data 0.058 | Loss 0.2572 | IoU 0.438 [2021-06-14 20:12:29,664][root][INFO] - Lr: 8.149e-03 | Epoch: [16][100/372] | Time 0.330 | Data 0.057 | Loss 0.2571 | IoU 0.438 [2021-06-14 20:12:32,910][root][INFO] - Lr: 8.146e-03 | Epoch: [16][110/372] | Time 0.330 | Data 0.056 | Loss 0.2570 | IoU 0.438 [2021-06-14 20:12:36,141][root][INFO] - Lr: 8.143e-03 | Epoch: [16][120/372] | Time 0.329 | Data 0.055 | Loss 0.2569 | IoU 0.439 [2021-06-14 20:12:39,323][root][INFO] - Lr: 8.140e-03 | Epoch: [16][130/372] | Time 0.328 | Data 0.054 | Loss 0.2567 | IoU 0.439 [2021-06-14 20:12:42,510][root][INFO] - Lr: 8.137e-03 | Epoch: [16][140/372] | Time 0.328 | Data 0.053 | Loss 0.2566 | IoU 0.439 [2021-06-14 20:12:45,592][root][INFO] - Lr: 8.134e-03 | Epoch: [16][150/372] | Time 0.327 | Data 0.052 | Loss 0.2565 | IoU 0.439 [2021-06-14 20:12:48,823][root][INFO] - Lr: 8.131e-03 | Epoch: [16][160/372] | Time 0.326 | Data 0.052 | Loss 0.2564 | IoU 0.439 [2021-06-14 20:12:52,016][root][INFO] - Lr: 8.128e-03 | Epoch: [16][170/372] | Time 0.326 | Data 0.052 | Loss 0.2562 | IoU 0.439 [2021-06-14 20:12:55,244][root][INFO] - Lr: 8.125e-03 | Epoch: [16][180/372] | Time 0.326 | Data 0.051 | Loss 0.2561 | IoU 0.439 [2021-06-14 20:12:58,412][root][INFO] - Lr: 8.121e-03 | Epoch: [16][190/372] | Time 0.325 | Data 0.051 | Loss 0.2560 | IoU 0.439 [2021-06-14 20:13:01,633][root][INFO] - Lr: 8.118e-03 | Epoch: [16][200/372] | Time 0.325 | Data 0.051 | Loss 0.2559 | IoU 0.440 [2021-06-14 20:13:04,830][root][INFO] - Lr: 8.115e-03 | Epoch: [16][210/372] | Time 0.325 | Data 0.051 | Loss 0.2558 | IoU 0.440 [2021-06-14 20:13:07,978][root][INFO] - Lr: 8.112e-03 | Epoch: [16][220/372] | Time 0.324 | Data 0.051 | Loss 0.2556 | IoU 0.440 [2021-06-14 20:13:11,104][root][INFO] - Lr: 8.109e-03 | Epoch: [16][230/372] | Time 0.324 | Data 0.050 | Loss 0.2555 | IoU 0.440 [2021-06-14 20:13:14,306][root][INFO] - Lr: 8.106e-03 | Epoch: [16][240/372] | Time 0.324 | Data 0.050 | Loss 0.2554 | IoU 0.440 [2021-06-14 20:13:17,492][root][INFO] - Lr: 8.103e-03 | Epoch: [16][250/372] | Time 0.324 | Data 0.050 | Loss 0.2553 | IoU 0.440 [2021-06-14 20:13:20,636][root][INFO] - Lr: 8.100e-03 | Epoch: [16][260/372] | Time 0.323 | Data 0.050 | Loss 0.2551 | IoU 0.440 [2021-06-14 20:13:23,805][root][INFO] - Lr: 8.097e-03 | Epoch: [16][270/372] | Time 0.323 | Data 0.049 | Loss 0.2550 | IoU 0.440 [2021-06-14 20:13:27,057][root][INFO] - Lr: 8.094e-03 | Epoch: [16][280/372] | Time 0.323 | Data 0.049 | Loss 0.2549 | IoU 0.440 [2021-06-14 20:13:30,234][root][INFO] - Lr: 8.091e-03 | Epoch: [16][290/372] | Time 0.323 | Data 0.049 | Loss 0.2548 | IoU 0.441 [2021-06-14 20:13:33,442][root][INFO] - Lr: 8.087e-03 | Epoch: [16][300/372] | Time 0.323 | Data 0.049 | Loss 0.2547 | IoU 0.441 [2021-06-14 20:13:36,649][root][INFO] - Lr: 8.084e-03 | Epoch: [16][310/372] | Time 0.323 | Data 0.049 | Loss 0.2546 | IoU 0.441 [2021-06-14 20:13:39,843][root][INFO] - Lr: 8.081e-03 | Epoch: [16][320/372] | Time 0.323 | Data 0.049 | Loss 0.2544 | IoU 0.441 [2021-06-14 20:13:43,020][root][INFO] - Lr: 8.078e-03 | Epoch: [16][330/372] | Time 0.322 | Data 0.049 | Loss 0.2543 | IoU 0.441 [2021-06-14 20:13:46,167][root][INFO] - Lr: 8.075e-03 | Epoch: [16][340/372] | Time 0.322 | Data 0.049 | Loss 0.2542 | IoU 0.441 [2021-06-14 20:13:49,319][root][INFO] - Lr: 8.072e-03 | Epoch: [16][350/372] | Time 0.322 | Data 0.048 | Loss 0.2541 | IoU 0.441 [2021-06-14 20:13:52,420][root][INFO] - Lr: 8.069e-03 | Epoch: [16][360/372] | Time 0.322 | Data 0.048 | Loss 0.2539 | IoU 0.441 [2021-06-14 20:13:55,518][root][INFO] - Lr: 8.066e-03 | Epoch: [16][370/372] | Time 0.321 | Data 0.048 | Loss 0.2538 | IoU 0.442 [2021-06-14 20:13:57,281][root][INFO] - Lr: 8.065e-03 | Epoch: [17][0/372] | Time 1.233 | Data 0.954 | Loss 0.2538 | IoU 0.442 [2021-06-14 20:14:00,828][root][INFO] - Lr: 8.062e-03 | Epoch: [17][10/372] | Time 0.437 | Data 0.160 | Loss 0.2537 | IoU 0.442 [2021-06-14 20:14:04,065][root][INFO] - Lr: 8.059e-03 | Epoch: [17][20/372] | Time 0.384 | Data 0.108 | Loss 0.2536 | IoU 0.442 [2021-06-14 20:14:07,325][root][INFO] - Lr: 8.056e-03 | Epoch: [17][30/372] | Time 0.365 | Data 0.090 | Loss 0.2534 | IoU 0.442 [2021-06-14 20:14:10,456][root][INFO] - Lr: 8.053e-03 | Epoch: [17][40/372] | Time 0.353 | Data 0.078 | Loss 0.2533 | IoU 0.442 [2021-06-14 20:14:13,525][root][INFO] - Lr: 8.050e-03 | Epoch: [17][50/372] | Time 0.343 | Data 0.068 | Loss 0.2532 | IoU 0.442 [2021-06-14 20:14:16,623][root][INFO] - Lr: 8.047e-03 | Epoch: [17][60/372] | Time 0.338 | Data 0.063 | Loss 0.2530 | IoU 0.442 [2021-06-14 20:14:19,848][root][INFO] - Lr: 8.043e-03 | Epoch: [17][70/372] | Time 0.336 | Data 0.061 | Loss 0.2529 | IoU 0.443 [2021-06-14 20:14:23,065][root][INFO] - Lr: 8.040e-03 | Epoch: [17][80/372] | Time 0.334 | Data 0.060 | Loss 0.2528 | IoU 0.443 [2021-06-14 20:14:26,254][root][INFO] - Lr: 8.037e-03 | Epoch: [17][90/372] | Time 0.332 | Data 0.058 | Loss 0.2527 | IoU 0.443 [2021-06-14 20:14:29,406][root][INFO] - Lr: 8.034e-03 | Epoch: [17][100/372] | Time 0.331 | Data 0.057 | Loss 0.2526 | IoU 0.443 [2021-06-14 20:14:32,613][root][INFO] - Lr: 8.031e-03 | Epoch: [17][110/372] | Time 0.330 | Data 0.056 | Loss 0.2524 | IoU 0.443 [2021-06-14 20:14:35,781][root][INFO] - Lr: 8.028e-03 | Epoch: [17][120/372] | Time 0.329 | Data 0.054 | Loss 0.2523 | IoU 0.443 [2021-06-14 20:14:38,978][root][INFO] - Lr: 8.025e-03 | Epoch: [17][130/372] | Time 0.328 | Data 0.054 | Loss 0.2522 | IoU 0.443 [2021-06-14 20:14:42,137][root][INFO] - Lr: 8.022e-03 | Epoch: [17][140/372] | Time 0.327 | Data 0.053 | Loss 0.2521 | IoU 0.443 [2021-06-14 20:14:45,341][root][INFO] - Lr: 8.019e-03 | Epoch: [17][150/372] | Time 0.327 | Data 0.052 | Loss 0.2520 | IoU 0.444 [2021-06-14 20:14:48,577][root][INFO] - Lr: 8.016e-03 | Epoch: [17][160/372] | Time 0.327 | Data 0.052 | Loss 0.2519 | IoU 0.444 [2021-06-14 20:14:51,801][root][INFO] - Lr: 8.012e-03 | Epoch: [17][170/372] | Time 0.326 | Data 0.052 | Loss 0.2518 | IoU 0.444 [2021-06-14 20:14:54,956][root][INFO] - Lr: 8.009e-03 | Epoch: [17][180/372] | Time 0.326 | Data 0.052 | Loss 0.2516 | IoU 0.444 [2021-06-14 20:14:58,160][root][INFO] - Lr: 8.006e-03 | Epoch: [17][190/372] | Time 0.325 | Data 0.052 | Loss 0.2515 | IoU 0.444 [2021-06-14 20:15:01,358][root][INFO] - Lr: 8.003e-03 | Epoch: [17][200/372] | Time 0.325 | Data 0.051 | Loss 0.2514 | IoU 0.444 [2021-06-14 20:15:04,542][root][INFO] - Lr: 8.000e-03 | Epoch: [17][210/372] | Time 0.325 | Data 0.051 | Loss 0.2513 | IoU 0.444 [2021-06-14 20:15:07,736][root][INFO] - Lr: 7.997e-03 | Epoch: [17][220/372] | Time 0.325 | Data 0.051 | Loss 0.2512 | IoU 0.444 [2021-06-14 20:15:10,930][root][INFO] - Lr: 7.994e-03 | Epoch: [17][230/372] | Time 0.324 | Data 0.050 | Loss 0.2511 | IoU 0.444 [2021-06-14 20:15:14,087][root][INFO] - Lr: 7.991e-03 | Epoch: [17][240/372] | Time 0.324 | Data 0.050 | Loss 0.2509 | IoU 0.445 [2021-06-14 20:15:17,213][root][INFO] - Lr: 7.988e-03 | Epoch: [17][250/372] | Time 0.324 | Data 0.050 | Loss 0.2508 | IoU 0.445 [2021-06-14 20:15:20,311][root][INFO] - Lr: 7.985e-03 | Epoch: [17][260/372] | Time 0.323 | Data 0.049 | Loss 0.2507 | IoU 0.445 [2021-06-14 20:15:23,481][root][INFO] - Lr: 7.981e-03 | Epoch: [17][270/372] | Time 0.323 | Data 0.049 | Loss 0.2506 | IoU 0.445 [2021-06-14 20:15:26,570][root][INFO] - Lr: 7.978e-03 | Epoch: [17][280/372] | Time 0.322 | Data 0.049 | Loss 0.2505 | IoU 0.445 [2021-06-14 20:15:29,761][root][INFO] - Lr: 7.975e-03 | Epoch: [17][290/372] | Time 0.322 | Data 0.048 | Loss 0.2504 | IoU 0.445 [2021-06-14 20:15:32,953][root][INFO] - Lr: 7.972e-03 | Epoch: [17][300/372] | Time 0.322 | Data 0.048 | Loss 0.2503 | IoU 0.445 [2021-06-14 20:15:36,157][root][INFO] - Lr: 7.969e-03 | Epoch: [17][310/372] | Time 0.322 | Data 0.048 | Loss 0.2502 | IoU 0.445 [2021-06-14 20:15:39,368][root][INFO] - Lr: 7.966e-03 | Epoch: [17][320/372] | Time 0.322 | Data 0.048 | Loss 0.2500 | IoU 0.445 [2021-06-14 20:15:42,536][root][INFO] - Lr: 7.963e-03 | Epoch: [17][330/372] | Time 0.322 | Data 0.048 | Loss 0.2499 | IoU 0.446 [2021-06-14 20:15:45,708][root][INFO] - Lr: 7.960e-03 | Epoch: [17][340/372] | Time 0.322 | Data 0.048 | Loss 0.2498 | IoU 0.446 [2021-06-14 20:15:48,904][root][INFO] - Lr: 7.957e-03 | Epoch: [17][350/372] | Time 0.322 | Data 0.048 | Loss 0.2497 | IoU 0.446 [2021-06-14 20:15:52,093][root][INFO] - Lr: 7.954e-03 | Epoch: [17][360/372] | Time 0.322 | Data 0.048 | Loss 0.2496 | IoU 0.446 [2021-06-14 20:15:55,120][root][INFO] - Lr: 7.950e-03 | Epoch: [17][370/372] | Time 0.321 | Data 0.047 | Loss 0.2495 | IoU 0.446 [2021-06-14 20:15:57,060][root][INFO] - Lr: 7.950e-03 | Epoch: [18][0/372] | Time 1.497 | Data 1.215 | Loss 0.2495 | IoU 0.446 [2021-06-14 20:16:00,464][root][INFO] - Lr: 7.947e-03 | Epoch: [18][10/372] | Time 0.444 | Data 0.170 | Loss 0.2494 | IoU 0.446 [2021-06-14 20:16:03,686][root][INFO] - Lr: 7.944e-03 | Epoch: [18][20/372] | Time 0.386 | Data 0.111 | Loss 0.2492 | IoU 0.446 [2021-06-14 20:16:06,924][root][INFO] - Lr: 7.941e-03 | Epoch: [18][30/372] | Time 0.366 | Data 0.092 | Loss 0.2491 | IoU 0.446 [2021-06-14 20:16:10,144][root][INFO] - Lr: 7.937e-03 | Epoch: [18][40/372] | Time 0.355 | Data 0.082 | Loss 0.2490 | IoU 0.447 [2021-06-14 20:16:13,296][root][INFO] - Lr: 7.934e-03 | Epoch: [18][50/372] | Time 0.348 | Data 0.075 | Loss 0.2489 | IoU 0.447 [2021-06-14 20:16:16,496][root][INFO] - Lr: 7.931e-03 | Epoch: [18][60/372] | Time 0.343 | Data 0.070 | Loss 0.2488 | IoU 0.447 [2021-06-14 20:16:19,698][root][INFO] - Lr: 7.928e-03 | Epoch: [18][70/372] | Time 0.340 | Data 0.067 | Loss 0.2486 | IoU 0.447 [2021-06-14 20:16:22,934][root][INFO] - Lr: 7.925e-03 | Epoch: [18][80/372] | Time 0.338 | Data 0.065 | Loss 0.2485 | IoU 0.447 [2021-06-14 20:16:26,134][root][INFO] - Lr: 7.922e-03 | Epoch: [18][90/372] | Time 0.336 | Data 0.063 | Loss 0.2484 | IoU 0.447 [2021-06-14 20:16:29,348][root][INFO] - Lr: 7.919e-03 | Epoch: [18][100/372] | Time 0.334 | Data 0.061 | Loss 0.2483 | IoU 0.447 [2021-06-14 20:16:32,526][root][INFO] - Lr: 7.916e-03 | Epoch: [18][110/372] | Time 0.333 | Data 0.060 | Loss 0.2482 | IoU 0.447 [2021-06-14 20:16:35,711][root][INFO] - Lr: 7.913e-03 | Epoch: [18][120/372] | Time 0.332 | Data 0.059 | Loss 0.2481 | IoU 0.447 [2021-06-14 20:16:38,949][root][INFO] - Lr: 7.910e-03 | Epoch: [18][130/372] | Time 0.331 | Data 0.058 | Loss 0.2480 | IoU 0.447 [2021-06-14 20:16:42,140][root][INFO] - Lr: 7.906e-03 | Epoch: [18][140/372] | Time 0.330 | Data 0.057 | Loss 0.2479 | IoU 0.448 [2021-06-14 20:16:45,279][root][INFO] - Lr: 7.903e-03 | Epoch: [18][150/372] | Time 0.329 | Data 0.056 | Loss 0.2477 | IoU 0.448 [2021-06-14 20:16:48,440][root][INFO] - Lr: 7.900e-03 | Epoch: [18][160/372] | Time 0.328 | Data 0.055 | Loss 0.2476 | IoU 0.448 [2021-06-14 20:16:51,609][root][INFO] - Lr: 7.897e-03 | Epoch: [18][170/372] | Time 0.328 | Data 0.054 | Loss 0.2475 | IoU 0.448 [2021-06-14 20:16:54,749][root][INFO] - Lr: 7.894e-03 | Epoch: [18][180/372] | Time 0.327 | Data 0.054 | Loss 0.2474 | IoU 0.448 [2021-06-14 20:16:57,906][root][INFO] - Lr: 7.891e-03 | Epoch: [18][190/372] | Time 0.326 | Data 0.053 | Loss 0.2473 | IoU 0.448 [2021-06-14 20:17:01,080][root][INFO] - Lr: 7.888e-03 | Epoch: [18][200/372] | Time 0.326 | Data 0.053 | Loss 0.2472 | IoU 0.448 [2021-06-14 20:17:04,228][root][INFO] - Lr: 7.885e-03 | Epoch: [18][210/372] | Time 0.325 | Data 0.052 | Loss 0.2471 | IoU 0.448 [2021-06-14 20:17:07,375][root][INFO] - Lr: 7.882e-03 | Epoch: [18][220/372] | Time 0.325 | Data 0.052 | Loss 0.2470 | IoU 0.449 [2021-06-14 20:17:10,570][root][INFO] - Lr: 7.878e-03 | Epoch: [18][230/372] | Time 0.325 | Data 0.052 | Loss 0.2469 | IoU 0.449 [2021-06-14 20:17:13,711][root][INFO] - Lr: 7.875e-03 | Epoch: [18][240/372] | Time 0.324 | Data 0.051 | Loss 0.2468 | IoU 0.449 [2021-06-14 20:17:16,840][root][INFO] - Lr: 7.872e-03 | Epoch: [18][250/372] | Time 0.324 | Data 0.051 | Loss 0.2467 | IoU 0.449 [2021-06-14 20:17:20,044][root][INFO] - Lr: 7.869e-03 | Epoch: [18][260/372] | Time 0.324 | Data 0.051 | Loss 0.2466 | IoU 0.449 [2021-06-14 20:17:23,252][root][INFO] - Lr: 7.866e-03 | Epoch: [18][270/372] | Time 0.324 | Data 0.050 | Loss 0.2465 | IoU 0.449 [2021-06-14 20:17:26,455][root][INFO] - Lr: 7.863e-03 | Epoch: [18][280/372] | Time 0.323 | Data 0.050 | Loss 0.2464 | IoU 0.449 [2021-06-14 20:17:29,597][root][INFO] - Lr: 7.860e-03 | Epoch: [18][290/372] | Time 0.323 | Data 0.050 | Loss 0.2463 | IoU 0.449 [2021-06-14 20:17:32,771][root][INFO] - Lr: 7.857e-03 | Epoch: [18][300/372] | Time 0.323 | Data 0.050 | Loss 0.2462 | IoU 0.449 [2021-06-14 20:17:35,964][root][INFO] - Lr: 7.854e-03 | Epoch: [18][310/372] | Time 0.323 | Data 0.050 | Loss 0.2461 | IoU 0.449 [2021-06-14 20:17:39,251][root][INFO] - Lr: 7.851e-03 | Epoch: [18][320/372] | Time 0.323 | Data 0.050 | Loss 0.2460 | IoU 0.450 [2021-06-14 20:17:42,481][root][INFO] - Lr: 7.847e-03 | Epoch: [18][330/372] | Time 0.323 | Data 0.050 | Loss 0.2459 | IoU 0.450 [2021-06-14 20:17:45,672][root][INFO] - Lr: 7.844e-03 | Epoch: [18][340/372] | Time 0.323 | Data 0.050 | Loss 0.2458 | IoU 0.450 [2021-06-14 20:17:48,873][root][INFO] - Lr: 7.841e-03 | Epoch: [18][350/372] | Time 0.323 | Data 0.050 | Loss 0.2457 | IoU 0.450 [2021-06-14 20:17:52,100][root][INFO] - Lr: 7.838e-03 | Epoch: [18][360/372] | Time 0.323 | Data 0.049 | Loss 0.2456 | IoU 0.450 [2021-06-14 20:17:55,160][root][INFO] - Lr: 7.835e-03 | Epoch: [18][370/372] | Time 0.322 | Data 0.049 | Loss 0.2455 | IoU 0.450 [2021-06-14 20:17:57,113][root][INFO] - Lr: 7.834e-03 | Epoch: [19][0/372] | Time 1.486 | Data 1.197 | Loss 0.2454 | IoU 0.450 [2021-06-14 20:18:00,520][root][INFO] - Lr: 7.831e-03 | Epoch: [19][10/372] | Time 0.445 | Data 0.159 | Loss 0.2453 | IoU 0.450 [2021-06-14 20:18:03,730][root][INFO] - Lr: 7.828e-03 | Epoch: [19][20/372] | Time 0.386 | Data 0.106 | Loss 0.2452 | IoU 0.450 [2021-06-14 20:18:06,952][root][INFO] - Lr: 7.825e-03 | Epoch: [19][30/372] | Time 0.366 | Data 0.087 | Loss 0.2451 | IoU 0.451 [2021-06-14 20:18:10,128][root][INFO] - Lr: 7.822e-03 | Epoch: [19][40/372] | Time 0.354 | Data 0.077 | Loss 0.2450 | IoU 0.451 [2021-06-14 20:18:13,320][root][INFO] - Lr: 7.819e-03 | Epoch: [19][50/372] | Time 0.347 | Data 0.071 | Loss 0.2449 | IoU 0.451 [2021-06-14 20:18:16,506][root][INFO] - Lr: 7.816e-03 | Epoch: [19][60/372] | Time 0.343 | Data 0.067 | Loss 0.2448 | IoU 0.451 [2021-06-14 20:18:19,654][root][INFO] - Lr: 7.813e-03 | Epoch: [19][70/372] | Time 0.339 | Data 0.063 | Loss 0.2447 | IoU 0.451 [2021-06-14 20:18:22,820][root][INFO] - Lr: 7.809e-03 | Epoch: [19][80/372] | Time 0.336 | Data 0.061 | Loss 0.2446 | IoU 0.451 [2021-06-14 20:18:25,920][root][INFO] - Lr: 7.806e-03 | Epoch: [19][90/372] | Time 0.333 | Data 0.058 | Loss 0.2445 | IoU 0.451 [2021-06-14 20:18:29,118][root][INFO] - Lr: 7.803e-03 | Epoch: [19][100/372] | Time 0.332 | Data 0.057 | Loss 0.2444 | IoU 0.451 [2021-06-14 20:18:32,320][root][INFO] - Lr: 7.800e-03 | Epoch: [19][110/372] | Time 0.331 | Data 0.056 | Loss 0.2443 | IoU 0.451 [2021-06-14 20:18:35,468][root][INFO] - Lr: 7.797e-03 | Epoch: [19][120/372] | Time 0.330 | Data 0.055 | Loss 0.2442 | IoU 0.452 [2021-06-14 20:18:38,629][root][INFO] - Lr: 7.794e-03 | Epoch: [19][130/372] | Time 0.328 | Data 0.055 | Loss 0.2441 | IoU 0.452 [2021-06-14 20:18:41,792][root][INFO] - Lr: 7.791e-03 | Epoch: [19][140/372] | Time 0.328 | Data 0.054 | Loss 0.2440 | IoU 0.452 [2021-06-14 20:18:44,914][root][INFO] - Lr: 7.788e-03 | Epoch: [19][150/372] | Time 0.326 | Data 0.053 | Loss 0.2439 | IoU 0.452 [2021-06-14 20:18:48,113][root][INFO] - Lr: 7.785e-03 | Epoch: [19][160/372] | Time 0.326 | Data 0.053 | Loss 0.2438 | IoU 0.452 [2021-06-14 20:18:51,277][root][INFO] - Lr: 7.782e-03 | Epoch: [19][170/372] | Time 0.326 | Data 0.052 | Loss 0.2437 | IoU 0.452 [2021-06-14 20:18:54,447][root][INFO] - Lr: 7.778e-03 | Epoch: [19][180/372] | Time 0.325 | Data 0.052 | Loss 0.2436 | IoU 0.452 [2021-06-14 20:18:57,614][root][INFO] - Lr: 7.775e-03 | Epoch: [19][190/372] | Time 0.325 | Data 0.051 | Loss 0.2435 | IoU 0.452 [2021-06-14 20:19:00,788][root][INFO] - Lr: 7.772e-03 | Epoch: [19][200/372] | Time 0.324 | Data 0.051 | Loss 0.2434 | IoU 0.452 [2021-06-14 20:19:03,954][root][INFO] - Lr: 7.769e-03 | Epoch: [19][210/372] | Time 0.324 | Data 0.051 | Loss 0.2433 | IoU 0.453 [2021-06-14 20:19:07,141][root][INFO] - Lr: 7.766e-03 | Epoch: [19][220/372] | Time 0.324 | Data 0.051 | Loss 0.2432 | IoU 0.453 [2021-06-14 20:19:10,333][root][INFO] - Lr: 7.763e-03 | Epoch: [19][230/372] | Time 0.323 | Data 0.050 | Loss 0.2431 | IoU 0.453 [2021-06-14 20:19:13,521][root][INFO] - Lr: 7.760e-03 | Epoch: [19][240/372] | Time 0.323 | Data 0.050 | Loss 0.2430 | IoU 0.453 [2021-06-14 20:19:16,720][root][INFO] - Lr: 7.757e-03 | Epoch: [19][250/372] | Time 0.323 | Data 0.050 | Loss 0.2429 | IoU 0.453 [2021-06-14 20:19:19,847][root][INFO] - Lr: 7.754e-03 | Epoch: [19][260/372] | Time 0.323 | Data 0.049 | Loss 0.2428 | IoU 0.453 [2021-06-14 20:19:23,019][root][INFO] - Lr: 7.750e-03 | Epoch: [19][270/372] | Time 0.323 | Data 0.049 | Loss 0.2426 | IoU 0.453 [2021-06-14 20:19:26,240][root][INFO] - Lr: 7.747e-03 | Epoch: [19][280/372] | Time 0.323 | Data 0.049 | Loss 0.2425 | IoU 0.453 [2021-06-14 20:19:29,466][root][INFO] - Lr: 7.744e-03 | Epoch: [19][290/372] | Time 0.323 | Data 0.049 | Loss 0.2424 | IoU 0.453 [2021-06-14 20:19:32,623][root][INFO] - Lr: 7.741e-03 | Epoch: [19][300/372] | Time 0.322 | Data 0.049 | Loss 0.2423 | IoU 0.453 [2021-06-14 20:19:35,774][root][INFO] - Lr: 7.738e-03 | Epoch: [19][310/372] | Time 0.322 | Data 0.049 | Loss 0.2422 | IoU 0.454 [2021-06-14 20:19:39,009][root][INFO] - Lr: 7.735e-03 | Epoch: [19][320/372] | Time 0.322 | Data 0.048 | Loss 0.2421 | IoU 0.454 [2021-06-14 20:19:42,239][root][INFO] - Lr: 7.732e-03 | Epoch: [19][330/372] | Time 0.322 | Data 0.048 | Loss 0.2420 | IoU 0.454 [2021-06-14 20:19:45,425][root][INFO] - Lr: 7.729e-03 | Epoch: [19][340/372] | Time 0.322 | Data 0.048 | Loss 0.2420 | IoU 0.454 [2021-06-14 20:19:48,570][root][INFO] - Lr: 7.726e-03 | Epoch: [19][350/372] | Time 0.322 | Data 0.048 | Loss 0.2418 | IoU 0.454 [2021-06-14 20:19:51,804][root][INFO] - Lr: 7.722e-03 | Epoch: [19][360/372] | Time 0.322 | Data 0.048 | Loss 0.2417 | IoU 0.454 [2021-06-14 20:19:54,903][root][INFO] - Lr: 7.719e-03 | Epoch: [19][370/372] | Time 0.322 | Data 0.048 | Loss 0.2417 | IoU 0.454 [2021-06-14 20:19:56,887][root][INFO] - Lr: 7.719e-03 | Epoch: [20][0/372] | Time 1.526 | Data 1.241 | Loss 0.2416 | IoU 0.454 [2021-06-14 20:20:00,257][root][INFO] - Lr: 7.716e-03 | Epoch: [20][10/372] | Time 0.443 | Data 0.164 | Loss 0.2415 | IoU 0.454 [2021-06-14 20:20:03,493][root][INFO] - Lr: 7.712e-03 | Epoch: [20][20/372] | Time 0.388 | Data 0.112 | Loss 0.2414 | IoU 0.454 [2021-06-14 20:20:06,680][root][INFO] - Lr: 7.709e-03 | Epoch: [20][30/372] | Time 0.365 | Data 0.091 | Loss 0.2414 | IoU 0.454 [2021-06-14 20:20:09,863][root][INFO] - Lr: 7.706e-03 | Epoch: [20][40/372] | Time 0.354 | Data 0.080 | Loss 0.2413 | IoU 0.455 [2021-06-14 20:20:13,041][root][INFO] - Lr: 7.703e-03 | Epoch: [20][50/372] | Time 0.347 | Data 0.073 | Loss 0.2411 | IoU 0.455 [2021-06-14 20:20:16,214][root][INFO] - Lr: 7.700e-03 | Epoch: [20][60/372] | Time 0.342 | Data 0.069 | Loss 0.2410 | IoU 0.455 [2021-06-14 20:20:19,372][root][INFO] - Lr: 7.697e-03 | Epoch: [20][70/372] | Time 0.338 | Data 0.065 | Loss 0.2409 | IoU 0.455 [2021-06-14 20:20:22,505][root][INFO] - Lr: 7.694e-03 | Epoch: [20][80/372] | Time 0.335 | Data 0.062 | Loss 0.2408 | IoU 0.455 [2021-06-14 20:20:25,655][root][INFO] - Lr: 7.691e-03 | Epoch: [20][90/372] | Time 0.333 | Data 0.060 | Loss 0.2407 | IoU 0.455 [2021-06-14 20:20:28,896][root][INFO] - Lr: 7.688e-03 | Epoch: [20][100/372] | Time 0.332 | Data 0.059 | Loss 0.2406 | IoU 0.455 [2021-06-14 20:20:32,075][root][INFO] - Lr: 7.684e-03 | Epoch: [20][110/372] | Time 0.331 | Data 0.058 | Loss 0.2405 | IoU 0.455 [2021-06-14 20:20:35,240][root][INFO] - Lr: 7.681e-03 | Epoch: [20][120/372] | Time 0.330 | Data 0.057 | Loss 0.2404 | IoU 0.456 [2021-06-14 20:20:38,471][root][INFO] - Lr: 7.678e-03 | Epoch: [20][130/372] | Time 0.329 | Data 0.056 | Loss 0.2403 | IoU 0.456 [2021-06-14 20:20:41,704][root][INFO] - Lr: 7.675e-03 | Epoch: [20][140/372] | Time 0.329 | Data 0.056 | Loss 0.2402 | IoU 0.456 [2021-06-14 20:20:44,849][root][INFO] - Lr: 7.672e-03 | Epoch: [20][150/372] | Time 0.328 | Data 0.055 | Loss 0.2401 | IoU 0.456 [2021-06-14 20:20:48,055][root][INFO] - Lr: 7.669e-03 | Epoch: [20][160/372] | Time 0.327 | Data 0.054 | Loss 0.2400 | IoU 0.456 [2021-06-14 20:20:51,246][root][INFO] - Lr: 7.666e-03 | Epoch: [20][170/372] | Time 0.327 | Data 0.054 | Loss 0.2399 | IoU 0.456 [2021-06-14 20:20:54,422][root][INFO] - Lr: 7.663e-03 | Epoch: [20][180/372] | Time 0.326 | Data 0.053 | Loss 0.2398 | IoU 0.456 [2021-06-14 20:20:57,546][root][INFO] - Lr: 7.660e-03 | Epoch: [20][190/372] | Time 0.326 | Data 0.053 | Loss 0.2398 | IoU 0.456 [2021-06-14 20:21:00,775][root][INFO] - Lr: 7.656e-03 | Epoch: [20][200/372] | Time 0.325 | Data 0.052 | Loss 0.2397 | IoU 0.456 [2021-06-14 20:21:03,939][root][INFO] - Lr: 7.653e-03 | Epoch: [20][210/372] | Time 0.325 | Data 0.052 | Loss 0.2396 | IoU 0.456 [2021-06-14 20:21:07,161][root][INFO] - Lr: 7.650e-03 | Epoch: [20][220/372] | Time 0.325 | Data 0.052 | Loss 0.2395 | IoU 0.457 [2021-06-14 20:21:10,276][root][INFO] - Lr: 7.647e-03 | Epoch: [20][230/372] | Time 0.324 | Data 0.051 | Loss 0.2394 | IoU 0.457 [2021-06-14 20:21:13,434][root][INFO] - Lr: 7.644e-03 | Epoch: [20][240/372] | Time 0.324 | Data 0.051 | Loss 0.2393 | IoU 0.457 [2021-06-14 20:21:16,655][root][INFO] - Lr: 7.641e-03 | Epoch: [20][250/372] | Time 0.324 | Data 0.050 | Loss 0.2392 | IoU 0.457 [2021-06-14 20:21:19,781][root][INFO] - Lr: 7.638e-03 | Epoch: [20][260/372] | Time 0.324 | Data 0.050 | Loss 0.2391 | IoU 0.457 [2021-06-14 20:21:22,938][root][INFO] - Lr: 7.635e-03 | Epoch: [20][270/372] | Time 0.323 | Data 0.050 | Loss 0.2390 | IoU 0.457 [2021-06-14 20:21:26,120][root][INFO] - Lr: 7.631e-03 | Epoch: [20][280/372] | Time 0.323 | Data 0.049 | Loss 0.2389 | IoU 0.457 [2021-06-14 20:21:29,311][root][INFO] - Lr: 7.628e-03 | Epoch: [20][290/372] | Time 0.323 | Data 0.049 | Loss 0.2388 | IoU 0.457 [2021-06-14 20:21:32,554][root][INFO] - Lr: 7.625e-03 | Epoch: [20][300/372] | Time 0.323 | Data 0.049 | Loss 0.2387 | IoU 0.457 [2021-06-14 20:21:35,779][root][INFO] - Lr: 7.622e-03 | Epoch: [20][310/372] | Time 0.323 | Data 0.049 | Loss 0.2386 | IoU 0.457 [2021-06-14 20:21:38,929][root][INFO] - Lr: 7.619e-03 | Epoch: [20][320/372] | Time 0.323 | Data 0.049 | Loss 0.2385 | IoU 0.458 [2021-06-14 20:21:42,162][root][INFO] - Lr: 7.616e-03 | Epoch: [20][330/372] | Time 0.323 | Data 0.049 | Loss 0.2384 | IoU 0.458 [2021-06-14 20:21:45,372][root][INFO] - Lr: 7.613e-03 | Epoch: [20][340/372] | Time 0.323 | Data 0.049 | Loss 0.2383 | IoU 0.458 [2021-06-14 20:21:48,530][root][INFO] - Lr: 7.610e-03 | Epoch: [20][350/372] | Time 0.322 | Data 0.049 | Loss 0.2382 | IoU 0.458 [2021-06-14 20:21:51,724][root][INFO] - Lr: 7.607e-03 | Epoch: [20][360/372] | Time 0.322 | Data 0.049 | Loss 0.2382 | IoU 0.458 [2021-06-14 20:21:54,793][root][INFO] - Lr: 7.603e-03 | Epoch: [20][370/372] | Time 0.322 | Data 0.048 | Loss 0.2381 | IoU 0.458 [2021-06-14 20:21:55,550][root][INFO] - 0/500 [2021-06-14 20:21:55,644][root][INFO] - 1/500 [2021-06-14 20:21:55,726][root][INFO] - 2/500 [2021-06-14 20:21:55,809][root][INFO] - 3/500 [2021-06-14 20:21:55,887][root][INFO] - 4/500 [2021-06-14 20:21:55,953][root][INFO] - 5/500 [2021-06-14 20:21:56,025][root][INFO] - 6/500 [2021-06-14 20:21:56,101][root][INFO] - 7/500 [2021-06-14 20:21:56,171][root][INFO] - 8/500 [2021-06-14 20:21:56,246][root][INFO] - 9/500 [2021-06-14 20:21:56,292][root][INFO] - 10/500 [2021-06-14 20:21:56,336][root][INFO] - 11/500 [2021-06-14 20:21:56,383][root][INFO] - 12/500 [2021-06-14 20:21:56,460][root][INFO] - 13/500 [2021-06-14 20:21:56,529][root][INFO] - 14/500 [2021-06-14 20:21:56,607][root][INFO] - 15/500 [2021-06-14 20:21:56,673][root][INFO] - 16/500 [2021-06-14 20:21:56,754][root][INFO] - 17/500 [2021-06-14 20:21:56,825][root][INFO] - 18/500 [2021-06-14 20:21:56,906][root][INFO] - 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Lr: 7.600e-03 | Epoch: [21][10/372] | Time 0.448 | Data 0.173 | Loss 0.2380 | IoU 0.458 [2021-06-14 20:22:40,772][root][INFO] - Lr: 7.597e-03 | Epoch: [21][20/372] | Time 0.386 | Data 0.112 | Loss 0.2379 | IoU 0.458 [2021-06-14 20:22:43,926][root][INFO] - Lr: 7.593e-03 | Epoch: [21][30/372] | Time 0.363 | Data 0.090 | Loss 0.2378 | IoU 0.458 [2021-06-14 20:22:47,124][root][INFO] - Lr: 7.590e-03 | Epoch: [21][40/372] | Time 0.353 | Data 0.080 | Loss 0.2377 | IoU 0.459 [2021-06-14 20:22:50,289][root][INFO] - Lr: 7.587e-03 | Epoch: [21][50/372] | Time 0.346 | Data 0.073 | Loss 0.2376 | IoU 0.459 [2021-06-14 20:22:53,424][root][INFO] - Lr: 7.584e-03 | Epoch: [21][60/372] | Time 0.340 | Data 0.068 | Loss 0.2375 | IoU 0.459 [2021-06-14 20:22:56,643][root][INFO] - Lr: 7.581e-03 | Epoch: [21][70/372] | Time 0.338 | Data 0.065 | Loss 0.2374 | IoU 0.459 [2021-06-14 20:22:59,832][root][INFO] - Lr: 7.578e-03 | Epoch: [21][80/372] | Time 0.335 | Data 0.063 | Loss 0.2373 | IoU 0.459 [2021-06-14 20:23:02,968][root][INFO] - Lr: 7.575e-03 | Epoch: [21][90/372] | Time 0.333 | Data 0.060 | Loss 0.2372 | IoU 0.459 [2021-06-14 20:23:06,188][root][INFO] - Lr: 7.572e-03 | Epoch: [21][100/372] | Time 0.332 | Data 0.059 | Loss 0.2371 | IoU 0.459 [2021-06-14 20:23:09,408][root][INFO] - Lr: 7.568e-03 | Epoch: [21][110/372] | Time 0.331 | Data 0.058 | Loss 0.2370 | IoU 0.459 [2021-06-14 20:23:12,603][root][INFO] - Lr: 7.565e-03 | Epoch: [21][120/372] | Time 0.330 | Data 0.057 | Loss 0.2369 | IoU 0.459 [2021-06-14 20:23:15,789][root][INFO] - Lr: 7.562e-03 | Epoch: [21][130/372] | Time 0.329 | Data 0.056 | Loss 0.2368 | IoU 0.459 [2021-06-14 20:23:18,985][root][INFO] - Lr: 7.559e-03 | Epoch: [21][140/372] | Time 0.329 | Data 0.056 | Loss 0.2367 | IoU 0.460 [2021-06-14 20:23:22,218][root][INFO] - Lr: 7.556e-03 | Epoch: [21][150/372] | Time 0.328 | Data 0.055 | Loss 0.2366 | IoU 0.460 [2021-06-14 20:23:25,372][root][INFO] - Lr: 7.553e-03 | Epoch: [21][160/372] | Time 0.327 | Data 0.055 | Loss 0.2366 | IoU 0.460 [2021-06-14 20:23:28,513][root][INFO] - Lr: 7.550e-03 | Epoch: [21][170/372] | Time 0.327 | Data 0.054 | Loss 0.2365 | IoU 0.460 [2021-06-14 20:23:31,694][root][INFO] - Lr: 7.547e-03 | Epoch: [21][180/372] | Time 0.326 | Data 0.053 | Loss 0.2364 | IoU 0.460 [2021-06-14 20:23:34,868][root][INFO] - Lr: 7.544e-03 | Epoch: [21][190/372] | Time 0.326 | Data 0.053 | Loss 0.2363 | IoU 0.460 [2021-06-14 20:23:38,052][root][INFO] - Lr: 7.540e-03 | Epoch: [21][200/372] | Time 0.325 | Data 0.053 | Loss 0.2362 | IoU 0.460 [2021-06-14 20:23:41,232][root][INFO] - Lr: 7.537e-03 | Epoch: [21][210/372] | Time 0.325 | Data 0.052 | Loss 0.2361 | IoU 0.460 [2021-06-14 20:23:44,409][root][INFO] - Lr: 7.534e-03 | Epoch: [21][220/372] | Time 0.325 | Data 0.052 | Loss 0.2360 | IoU 0.460 [2021-06-14 20:23:47,635][root][INFO] - Lr: 7.531e-03 | Epoch: [21][230/372] | Time 0.325 | Data 0.052 | Loss 0.2360 | IoU 0.461 [2021-06-14 20:23:50,849][root][INFO] - Lr: 7.528e-03 | Epoch: [21][240/372] | Time 0.324 | Data 0.052 | Loss 0.2359 | IoU 0.461 [2021-06-14 20:23:53,994][root][INFO] - Lr: 7.525e-03 | Epoch: [21][250/372] | Time 0.324 | Data 0.052 | Loss 0.2358 | IoU 0.461 [2021-06-14 20:23:57,242][root][INFO] - Lr: 7.522e-03 | Epoch: [21][260/372] | Time 0.324 | Data 0.051 | Loss 0.2357 | IoU 0.461 [2021-06-14 20:24:00,332][root][INFO] - Lr: 7.519e-03 | Epoch: [21][270/372] | Time 0.324 | Data 0.051 | Loss 0.2356 | IoU 0.461 [2021-06-14 20:24:03,498][root][INFO] - Lr: 7.515e-03 | Epoch: [21][280/372] | Time 0.323 | Data 0.051 | Loss 0.2355 | IoU 0.461 [2021-06-14 20:24:06,677][root][INFO] - Lr: 7.512e-03 | Epoch: [21][290/372] | Time 0.323 | Data 0.050 | Loss 0.2354 | IoU 0.461 [2021-06-14 20:24:09,885][root][INFO] - Lr: 7.509e-03 | Epoch: [21][300/372] | Time 0.323 | Data 0.050 | Loss 0.2353 | IoU 0.461 [2021-06-14 20:24:13,053][root][INFO] - Lr: 7.506e-03 | Epoch: [21][310/372] | Time 0.323 | Data 0.050 | Loss 0.2352 | IoU 0.461 [2021-06-14 20:24:16,230][root][INFO] - Lr: 7.503e-03 | Epoch: [21][320/372] | Time 0.323 | Data 0.050 | Loss 0.2351 | IoU 0.461 [2021-06-14 20:24:19,444][root][INFO] - Lr: 7.500e-03 | Epoch: [21][330/372] | Time 0.323 | Data 0.050 | Loss 0.2350 | IoU 0.461 [2021-06-14 20:24:22,656][root][INFO] - Lr: 7.497e-03 | Epoch: [21][340/372] | Time 0.323 | Data 0.050 | Loss 0.2349 | IoU 0.462 [2021-06-14 20:24:25,820][root][INFO] - Lr: 7.494e-03 | Epoch: [21][350/372] | Time 0.322 | Data 0.050 | Loss 0.2348 | IoU 0.462 [2021-06-14 20:24:29,045][root][INFO] - Lr: 7.490e-03 | Epoch: [21][360/372] | Time 0.322 | Data 0.050 | Loss 0.2347 | IoU 0.462 [2021-06-14 20:24:32,140][root][INFO] - Lr: 7.487e-03 | Epoch: [21][370/372] | Time 0.322 | Data 0.049 | Loss 0.2346 | IoU 0.462 [2021-06-14 20:24:34,105][root][INFO] - Lr: 7.487e-03 | Epoch: [22][0/372] | Time 1.477 | Data 1.175 | Loss 0.2346 | IoU 0.462 [2021-06-14 20:24:37,519][root][INFO] - Lr: 7.484e-03 | Epoch: [22][10/372] | Time 0.446 | Data 0.164 | Loss 0.2345 | IoU 0.462 [2021-06-14 20:24:40,734][root][INFO] - Lr: 7.480e-03 | Epoch: [22][20/372] | Time 0.387 | Data 0.109 | Loss 0.2345 | IoU 0.462 [2021-06-14 20:24:43,886][root][INFO] - Lr: 7.477e-03 | Epoch: [22][30/372] | Time 0.364 | Data 0.087 | Loss 0.2344 | IoU 0.462 [2021-06-14 20:24:47,128][root][INFO] - Lr: 7.474e-03 | Epoch: [22][40/372] | Time 0.354 | Data 0.078 | Loss 0.2343 | IoU 0.462 [2021-06-14 20:24:50,351][root][INFO] - Lr: 7.471e-03 | Epoch: [22][50/372] | Time 0.348 | Data 0.071 | Loss 0.2342 | IoU 0.462 [2021-06-14 20:24:53,579][root][INFO] - Lr: 7.468e-03 | Epoch: [22][60/372] | Time 0.344 | Data 0.068 | Loss 0.2341 | IoU 0.462 [2021-06-14 20:24:56,680][root][INFO] - Lr: 7.465e-03 | Epoch: [22][70/372] | Time 0.339 | Data 0.063 | Loss 0.2340 | IoU 0.463 [2021-06-14 20:24:59,868][root][INFO] - Lr: 7.462e-03 | Epoch: [22][80/372] | Time 0.337 | Data 0.061 | Loss 0.2339 | IoU 0.463 [2021-06-14 20:25:03,077][root][INFO] - Lr: 7.459e-03 | Epoch: [22][90/372] | Time 0.335 | Data 0.059 | Loss 0.2338 | IoU 0.463 [2021-06-14 20:25:06,217][root][INFO] - Lr: 7.455e-03 | Epoch: [22][100/372] | Time 0.333 | Data 0.057 | Loss 0.2337 | IoU 0.463 [2021-06-14 20:25:09,378][root][INFO] - Lr: 7.452e-03 | Epoch: [22][110/372] | Time 0.331 | Data 0.056 | Loss 0.2337 | IoU 0.463 [2021-06-14 20:25:12,613][root][INFO] - Lr: 7.449e-03 | Epoch: [22][120/372] | Time 0.330 | Data 0.055 | Loss 0.2336 | IoU 0.463 [2021-06-14 20:25:15,841][root][INFO] - Lr: 7.446e-03 | Epoch: [22][130/372] | Time 0.330 | Data 0.055 | Loss 0.2335 | IoU 0.463 [2021-06-14 20:25:19,040][root][INFO] - Lr: 7.443e-03 | Epoch: [22][140/372] | Time 0.329 | Data 0.054 | Loss 0.2334 | IoU 0.463 [2021-06-14 20:25:22,199][root][INFO] - Lr: 7.440e-03 | Epoch: [22][150/372] | Time 0.328 | Data 0.053 | Loss 0.2333 | IoU 0.463 [2021-06-14 20:25:25,312][root][INFO] - Lr: 7.437e-03 | Epoch: [22][160/372] | Time 0.327 | Data 0.052 | Loss 0.2332 | IoU 0.463 [2021-06-14 20:25:28,510][root][INFO] - Lr: 7.434e-03 | Epoch: [22][170/372] | Time 0.327 | Data 0.052 | Loss 0.2331 | IoU 0.464 [2021-06-14 20:25:31,722][root][INFO] - Lr: 7.430e-03 | Epoch: [22][180/372] | Time 0.327 | Data 0.052 | Loss 0.2330 | IoU 0.464 [2021-06-14 20:25:34,841][root][INFO] - Lr: 7.427e-03 | Epoch: [22][190/372] | Time 0.326 | Data 0.051 | Loss 0.2329 | IoU 0.464 [2021-06-14 20:25:38,054][root][INFO] - Lr: 7.424e-03 | Epoch: [22][200/372] | Time 0.326 | Data 0.051 | Loss 0.2329 | IoU 0.464 [2021-06-14 20:25:41,249][root][INFO] - Lr: 7.421e-03 | Epoch: [22][210/372] | Time 0.325 | Data 0.051 | Loss 0.2328 | IoU 0.464 [2021-06-14 20:25:44,412][root][INFO] - Lr: 7.418e-03 | Epoch: [22][220/372] | Time 0.325 | Data 0.050 | Loss 0.2327 | IoU 0.464 [2021-06-14 20:25:47,596][root][INFO] - Lr: 7.415e-03 | Epoch: [22][230/372] | Time 0.325 | Data 0.050 | Loss 0.2326 | IoU 0.464 [2021-06-14 20:25:50,814][root][INFO] - Lr: 7.412e-03 | Epoch: [22][240/372] | Time 0.324 | Data 0.050 | Loss 0.2325 | IoU 0.464 [2021-06-14 20:25:54,085][root][INFO] - Lr: 7.409e-03 | Epoch: [22][250/372] | Time 0.325 | Data 0.050 | Loss 0.2324 | IoU 0.464 [2021-06-14 20:25:57,286][root][INFO] - Lr: 7.405e-03 | Epoch: [22][260/372] | Time 0.324 | Data 0.050 | Loss 0.2323 | IoU 0.464 [2021-06-14 20:26:00,434][root][INFO] - Lr: 7.402e-03 | Epoch: [22][270/372] | Time 0.324 | Data 0.049 | Loss 0.2323 | IoU 0.464 [2021-06-14 20:26:03,660][root][INFO] - Lr: 7.399e-03 | Epoch: [22][280/372] | Time 0.324 | Data 0.049 | Loss 0.2322 | IoU 0.465 [2021-06-14 20:26:06,855][root][INFO] - Lr: 7.396e-03 | Epoch: [22][290/372] | Time 0.324 | Data 0.049 | Loss 0.2321 | IoU 0.465 [2021-06-14 20:26:10,091][root][INFO] - Lr: 7.393e-03 | Epoch: [22][300/372] | Time 0.324 | Data 0.049 | Loss 0.2320 | IoU 0.465 [2021-06-14 20:26:13,315][root][INFO] - Lr: 7.390e-03 | Epoch: [22][310/372] | Time 0.324 | Data 0.049 | Loss 0.2319 | IoU 0.465 [2021-06-14 20:26:16,540][root][INFO] - Lr: 7.387e-03 | Epoch: [22][320/372] | Time 0.324 | Data 0.049 | Loss 0.2318 | IoU 0.465 [2021-06-14 20:26:19,725][root][INFO] - Lr: 7.384e-03 | Epoch: [22][330/372] | Time 0.324 | Data 0.049 | Loss 0.2318 | IoU 0.465 [2021-06-14 20:26:22,876][root][INFO] - Lr: 7.380e-03 | Epoch: [22][340/372] | Time 0.323 | Data 0.049 | Loss 0.2317 | IoU 0.465 [2021-06-14 20:26:26,112][root][INFO] - Lr: 7.377e-03 | Epoch: [22][350/372] | Time 0.323 | Data 0.049 | Loss 0.2316 | IoU 0.465 [2021-06-14 20:26:29,302][root][INFO] - Lr: 7.374e-03 | Epoch: [22][360/372] | Time 0.323 | Data 0.049 | Loss 0.2315 | IoU 0.465 [2021-06-14 20:26:32,394][root][INFO] - Lr: 7.371e-03 | Epoch: [22][370/372] | Time 0.323 | Data 0.048 | Loss 0.2314 | IoU 0.465 [2021-06-14 20:26:34,201][root][INFO] - Lr: 7.370e-03 | Epoch: [23][0/372] | Time 1.321 | Data 1.026 | Loss 0.2314 | IoU 0.465 [2021-06-14 20:26:37,663][root][INFO] - Lr: 7.367e-03 | Epoch: [23][10/372] | Time 0.434 | Data 0.154 | Loss 0.2313 | IoU 0.465 [2021-06-14 20:26:40,944][root][INFO] - Lr: 7.364e-03 | Epoch: [23][20/372] | Time 0.384 | Data 0.106 | Loss 0.2312 | IoU 0.466 [2021-06-14 20:26:44,171][root][INFO] - Lr: 7.361e-03 | Epoch: [23][30/372] | Time 0.364 | Data 0.088 | Loss 0.2312 | IoU 0.466 [2021-06-14 20:26:47,304][root][INFO] - Lr: 7.358e-03 | Epoch: [23][40/372] | Time 0.352 | Data 0.078 | Loss 0.2311 | IoU 0.466 [2021-06-14 20:26:50,502][root][INFO] - Lr: 7.355e-03 | Epoch: [23][50/372] | Time 0.345 | Data 0.072 | Loss 0.2310 | IoU 0.466 [2021-06-14 20:26:53,734][root][INFO] - Lr: 7.352e-03 | Epoch: [23][60/372] | Time 0.342 | Data 0.068 | Loss 0.2309 | IoU 0.466 [2021-06-14 20:26:56,932][root][INFO] - Lr: 7.349e-03 | Epoch: [23][70/372] | Time 0.339 | Data 0.065 | Loss 0.2308 | IoU 0.466 [2021-06-14 20:27:00,144][root][INFO] - Lr: 7.345e-03 | Epoch: [23][80/372] | Time 0.336 | Data 0.063 | Loss 0.2307 | IoU 0.466 [2021-06-14 20:27:03,307][root][INFO] - Lr: 7.342e-03 | Epoch: [23][90/372] | Time 0.334 | Data 0.061 | Loss 0.2306 | IoU 0.466 [2021-06-14 20:27:06,564][root][INFO] - Lr: 7.339e-03 | Epoch: [23][100/372] | Time 0.334 | Data 0.060 | Loss 0.2306 | IoU 0.466 [2021-06-14 20:27:09,781][root][INFO] - Lr: 7.336e-03 | Epoch: [23][110/372] | Time 0.332 | Data 0.059 | Loss 0.2305 | IoU 0.466 [2021-06-14 20:27:12,965][root][INFO] - Lr: 7.333e-03 | Epoch: [23][120/372] | Time 0.331 | Data 0.058 | Loss 0.2304 | IoU 0.467 [2021-06-14 20:27:16,177][root][INFO] - Lr: 7.330e-03 | Epoch: [23][130/372] | Time 0.331 | Data 0.057 | Loss 0.2303 | IoU 0.467 [2021-06-14 20:27:19,369][root][INFO] - Lr: 7.327e-03 | Epoch: [23][140/372] | Time 0.330 | Data 0.056 | Loss 0.2302 | IoU 0.467 [2021-06-14 20:27:22,524][root][INFO] - Lr: 7.323e-03 | Epoch: [23][150/372] | Time 0.329 | Data 0.055 | Loss 0.2302 | IoU 0.467 [2021-06-14 20:27:25,708][root][INFO] - Lr: 7.320e-03 | Epoch: [23][160/372] | Time 0.328 | Data 0.054 | Loss 0.2301 | IoU 0.467 [2021-06-14 20:27:28,949][root][INFO] - Lr: 7.317e-03 | Epoch: [23][170/372] | Time 0.328 | Data 0.054 | Loss 0.2300 | IoU 0.467 [2021-06-14 20:27:32,156][root][INFO] - Lr: 7.314e-03 | Epoch: [23][180/372] | Time 0.328 | Data 0.054 | Loss 0.2299 | IoU 0.467 [2021-06-14 20:27:35,307][root][INFO] - Lr: 7.311e-03 | Epoch: [23][190/372] | Time 0.327 | Data 0.053 | Loss 0.2298 | IoU 0.467 [2021-06-14 20:27:38,498][root][INFO] - Lr: 7.308e-03 | Epoch: [23][200/372] | Time 0.327 | Data 0.053 | Loss 0.2297 | IoU 0.467 [2021-06-14 20:27:41,657][root][INFO] - Lr: 7.305e-03 | Epoch: [23][210/372] | Time 0.326 | Data 0.052 | Loss 0.2296 | IoU 0.467 [2021-06-14 20:27:44,878][root][INFO] - Lr: 7.302e-03 | Epoch: [23][220/372] | Time 0.326 | Data 0.052 | Loss 0.2296 | IoU 0.467 [2021-06-14 20:27:47,984][root][INFO] - Lr: 7.298e-03 | Epoch: [23][230/372] | Time 0.325 | Data 0.051 | Loss 0.2295 | IoU 0.468 [2021-06-14 20:27:51,193][root][INFO] - Lr: 7.295e-03 | Epoch: [23][240/372] | Time 0.325 | Data 0.051 | Loss 0.2294 | IoU 0.468 [2021-06-14 20:27:54,339][root][INFO] - Lr: 7.292e-03 | Epoch: [23][250/372] | Time 0.325 | Data 0.051 | Loss 0.2293 | IoU 0.468 [2021-06-14 20:27:57,551][root][INFO] - Lr: 7.289e-03 | Epoch: [23][260/372] | Time 0.324 | Data 0.051 | Loss 0.2292 | IoU 0.468 [2021-06-14 20:28:00,725][root][INFO] - Lr: 7.286e-03 | Epoch: [23][270/372] | Time 0.324 | Data 0.051 | Loss 0.2292 | IoU 0.468 [2021-06-14 20:28:03,860][root][INFO] - Lr: 7.283e-03 | Epoch: [23][280/372] | Time 0.324 | Data 0.050 | Loss 0.2291 | IoU 0.468 [2021-06-14 20:28:07,077][root][INFO] - Lr: 7.280e-03 | Epoch: [23][290/372] | Time 0.324 | Data 0.050 | Loss 0.2290 | IoU 0.468 [2021-06-14 20:28:10,260][root][INFO] - Lr: 7.277e-03 | Epoch: [23][300/372] | Time 0.324 | Data 0.050 | Loss 0.2289 | IoU 0.468 [2021-06-14 20:28:13,439][root][INFO] - Lr: 7.273e-03 | Epoch: [23][310/372] | Time 0.323 | Data 0.050 | Loss 0.2288 | IoU 0.468 [2021-06-14 20:28:16,600][root][INFO] - Lr: 7.270e-03 | Epoch: [23][320/372] | Time 0.323 | Data 0.049 | Loss 0.2288 | IoU 0.468 [2021-06-14 20:28:19,822][root][INFO] - Lr: 7.267e-03 | Epoch: [23][330/372] | Time 0.323 | Data 0.050 | Loss 0.2287 | IoU 0.469 [2021-06-14 20:28:23,005][root][INFO] - Lr: 7.264e-03 | Epoch: [23][340/372] | Time 0.323 | Data 0.049 | Loss 0.2286 | IoU 0.469 [2021-06-14 20:28:26,224][root][INFO] - Lr: 7.261e-03 | Epoch: [23][350/372] | Time 0.323 | Data 0.049 | Loss 0.2285 | IoU 0.469 [2021-06-14 20:28:29,436][root][INFO] - Lr: 7.258e-03 | Epoch: [23][360/372] | Time 0.323 | Data 0.049 | Loss 0.2284 | IoU 0.469 [2021-06-14 20:28:32,505][root][INFO] - Lr: 7.255e-03 | Epoch: [23][370/372] | Time 0.322 | Data 0.049 | Loss 0.2284 | IoU 0.469 [2021-06-14 20:28:34,251][root][INFO] - Lr: 7.254e-03 | Epoch: [24][0/372] | Time 1.284 | Data 1.003 | Loss 0.2283 | IoU 0.469 [2021-06-14 20:28:37,668][root][INFO] - Lr: 7.251e-03 | Epoch: [24][10/372] | Time 0.424 | Data 0.147 | Loss 0.2283 | IoU 0.469 [2021-06-14 20:28:40,924][root][INFO] - Lr: 7.248e-03 | Epoch: [24][20/372] | Time 0.378 | Data 0.102 | Loss 0.2282 | IoU 0.469 [2021-06-14 20:28:44,120][root][INFO] - Lr: 7.245e-03 | Epoch: [24][30/372] | Time 0.359 | Data 0.084 | Loss 0.2281 | IoU 0.469 [2021-06-14 20:28:47,335][root][INFO] - Lr: 7.241e-03 | Epoch: [24][40/372] | Time 0.350 | Data 0.075 | Loss 0.2280 | IoU 0.469 [2021-06-14 20:28:50,512][root][INFO] - Lr: 7.238e-03 | Epoch: [24][50/372] | Time 0.344 | Data 0.070 | Loss 0.2280 | IoU 0.469 [2021-06-14 20:28:53,655][root][INFO] - Lr: 7.235e-03 | Epoch: [24][60/372] | Time 0.339 | Data 0.065 | Loss 0.2279 | IoU 0.469 [2021-06-14 20:28:56,857][root][INFO] - Lr: 7.232e-03 | Epoch: [24][70/372] | Time 0.336 | Data 0.062 | Loss 0.2278 | IoU 0.470 [2021-06-14 20:29:00,040][root][INFO] - Lr: 7.229e-03 | Epoch: [24][80/372] | Time 0.334 | Data 0.060 | Loss 0.2277 | IoU 0.470 [2021-06-14 20:29:03,244][root][INFO] - Lr: 7.226e-03 | Epoch: [24][90/372] | Time 0.333 | Data 0.059 | Loss 0.2276 | IoU 0.470 [2021-06-14 20:29:06,411][root][INFO] - Lr: 7.223e-03 | Epoch: [24][100/372] | Time 0.331 | Data 0.057 | Loss 0.2275 | IoU 0.470 [2021-06-14 20:29:09,636][root][INFO] - Lr: 7.219e-03 | Epoch: [24][110/372] | Time 0.330 | Data 0.056 | Loss 0.2275 | IoU 0.470 [2021-06-14 20:29:12,891][root][INFO] - Lr: 7.216e-03 | Epoch: [24][120/372] | Time 0.330 | Data 0.056 | Loss 0.2274 | IoU 0.470 [2021-06-14 20:29:16,138][root][INFO] - Lr: 7.213e-03 | Epoch: [24][130/372] | Time 0.329 | Data 0.056 | Loss 0.2273 | IoU 0.470 [2021-06-14 20:29:19,379][root][INFO] - Lr: 7.210e-03 | Epoch: [24][140/372] | Time 0.329 | Data 0.055 | Loss 0.2272 | IoU 0.470 [2021-06-14 20:29:22,569][root][INFO] - Lr: 7.207e-03 | Epoch: [24][150/372] | Time 0.328 | Data 0.055 | Loss 0.2272 | IoU 0.470 [2021-06-14 20:29:25,730][root][INFO] - Lr: 7.204e-03 | Epoch: [24][160/372] | Time 0.328 | Data 0.054 | Loss 0.2271 | IoU 0.470 [2021-06-14 20:29:28,881][root][INFO] - Lr: 7.201e-03 | Epoch: [24][170/372] | Time 0.327 | Data 0.053 | Loss 0.2270 | IoU 0.471 [2021-06-14 20:29:32,081][root][INFO] - Lr: 7.198e-03 | Epoch: [24][180/372] | Time 0.327 | Data 0.053 | Loss 0.2269 | IoU 0.471 [2021-06-14 20:29:35,226][root][INFO] - Lr: 7.194e-03 | Epoch: [24][190/372] | Time 0.326 | Data 0.052 | Loss 0.2268 | IoU 0.471 [2021-06-14 20:29:38,413][root][INFO] - Lr: 7.191e-03 | Epoch: [24][200/372] | Time 0.326 | Data 0.052 | Loss 0.2268 | IoU 0.471 [2021-06-14 20:29:41,608][root][INFO] - Lr: 7.188e-03 | Epoch: [24][210/372] | Time 0.325 | Data 0.052 | Loss 0.2267 | IoU 0.471 [2021-06-14 20:29:44,856][root][INFO] - Lr: 7.185e-03 | Epoch: [24][220/372] | Time 0.325 | Data 0.052 | Loss 0.2266 | IoU 0.471 [2021-06-14 20:29:48,082][root][INFO] - Lr: 7.182e-03 | Epoch: [24][230/372] | Time 0.325 | Data 0.052 | Loss 0.2266 | IoU 0.471 [2021-06-14 20:29:51,258][root][INFO] - Lr: 7.179e-03 | Epoch: [24][240/372] | Time 0.325 | Data 0.051 | Loss 0.2265 | IoU 0.471 [2021-06-14 20:29:54,360][root][INFO] - Lr: 7.176e-03 | Epoch: [24][250/372] | Time 0.324 | Data 0.051 | Loss 0.2264 | IoU 0.471 [2021-06-14 20:29:57,534][root][INFO] - Lr: 7.172e-03 | Epoch: [24][260/372] | Time 0.324 | Data 0.050 | Loss 0.2263 | IoU 0.471 [2021-06-14 20:30:00,729][root][INFO] - Lr: 7.169e-03 | Epoch: [24][270/372] | Time 0.324 | Data 0.050 | Loss 0.2262 | IoU 0.471 [2021-06-14 20:30:03,858][root][INFO] - Lr: 7.166e-03 | Epoch: [24][280/372] | Time 0.323 | Data 0.050 | Loss 0.2262 | IoU 0.471 [2021-06-14 20:30:06,978][root][INFO] - Lr: 7.163e-03 | Epoch: [24][290/372] | Time 0.323 | Data 0.050 | Loss 0.2261 | IoU 0.472 [2021-06-14 20:30:10,157][root][INFO] - Lr: 7.160e-03 | Epoch: [24][300/372] | Time 0.323 | Data 0.050 | Loss 0.2260 | IoU 0.472 [2021-06-14 20:30:13,342][root][INFO] - Lr: 7.157e-03 | Epoch: [24][310/372] | Time 0.323 | Data 0.049 | Loss 0.2259 | IoU 0.472 [2021-06-14 20:30:16,618][root][INFO] - Lr: 7.154e-03 | Epoch: [24][320/372] | Time 0.323 | Data 0.049 | Loss 0.2258 | IoU 0.472 [2021-06-14 20:30:19,787][root][INFO] - Lr: 7.150e-03 | Epoch: [24][330/372] | Time 0.323 | Data 0.049 | Loss 0.2258 | IoU 0.472 [2021-06-14 20:30:22,952][root][INFO] - Lr: 7.147e-03 | Epoch: [24][340/372] | Time 0.323 | Data 0.049 | Loss 0.2257 | IoU 0.472 [2021-06-14 20:30:26,139][root][INFO] - Lr: 7.144e-03 | Epoch: [24][350/372] | Time 0.322 | Data 0.049 | Loss 0.2256 | IoU 0.472 [2021-06-14 20:30:29,328][root][INFO] - Lr: 7.141e-03 | Epoch: [24][360/372] | Time 0.322 | Data 0.049 | Loss 0.2255 | IoU 0.472 [2021-06-14 20:30:32,378][root][INFO] - Lr: 7.138e-03 | Epoch: [24][370/372] | Time 0.322 | Data 0.049 | Loss 0.2255 | IoU 0.472 [2021-06-14 20:30:34,162][root][INFO] - Lr: 7.137e-03 | Epoch: [25][0/372] | Time 1.260 | Data 0.981 | Loss 0.2255 | IoU 0.472 [2021-06-14 20:30:37,674][root][INFO] - Lr: 7.134e-03 | Epoch: [25][10/372] | Time 0.440 | Data 0.155 | Loss 0.2254 | IoU 0.472 [2021-06-14 20:30:40,862][root][INFO] - Lr: 7.131e-03 | Epoch: [25][20/372] | Time 0.382 | Data 0.102 | Loss 0.2253 | IoU 0.472 [2021-06-14 20:30:44,073][root][INFO] - Lr: 7.128e-03 | Epoch: [25][30/372] | Time 0.363 | Data 0.084 | Loss 0.2252 | IoU 0.472 [2021-06-14 20:30:47,242][root][INFO] - Lr: 7.125e-03 | Epoch: [25][40/372] | Time 0.351 | Data 0.074 | Loss 0.2251 | IoU 0.473 [2021-06-14 20:30:50,479][root][INFO] - Lr: 7.122e-03 | Epoch: [25][50/372] | Time 0.346 | Data 0.069 | Loss 0.2251 | IoU 0.473 [2021-06-14 20:30:53,723][root][INFO] - Lr: 7.118e-03 | Epoch: [25][60/372] | Time 0.343 | Data 0.066 | Loss 0.2250 | IoU 0.473 [2021-06-14 20:30:56,941][root][INFO] - Lr: 7.115e-03 | Epoch: [25][70/372] | Time 0.340 | Data 0.063 | Loss 0.2249 | IoU 0.473 [2021-06-14 20:31:00,136][root][INFO] - Lr: 7.112e-03 | Epoch: [25][80/372] | Time 0.337 | Data 0.061 | Loss 0.2248 | IoU 0.473 [2021-06-14 20:31:03,353][root][INFO] - Lr: 7.109e-03 | Epoch: [25][90/372] | Time 0.335 | Data 0.060 | Loss 0.2248 | IoU 0.473 [2021-06-14 20:31:06,532][root][INFO] - Lr: 7.106e-03 | Epoch: [25][100/372] | Time 0.334 | Data 0.058 | Loss 0.2247 | IoU 0.473 [2021-06-14 20:31:09,660][root][INFO] - Lr: 7.103e-03 | Epoch: [25][110/372] | Time 0.332 | Data 0.057 | Loss 0.2246 | IoU 0.473 [2021-06-14 20:31:12,841][root][INFO] - Lr: 7.100e-03 | Epoch: [25][120/372] | Time 0.331 | Data 0.055 | Loss 0.2246 | IoU 0.473 [2021-06-14 20:31:16,076][root][INFO] - Lr: 7.096e-03 | Epoch: [25][130/372] | Time 0.330 | Data 0.055 | Loss 0.2245 | IoU 0.473 [2021-06-14 20:31:19,184][root][INFO] - Lr: 7.093e-03 | Epoch: [25][140/372] | Time 0.329 | Data 0.054 | Loss 0.2244 | IoU 0.473 [2021-06-14 20:31:22,338][root][INFO] - Lr: 7.090e-03 | Epoch: [25][150/372] | Time 0.328 | Data 0.053 | Loss 0.2243 | IoU 0.473 [2021-06-14 20:31:25,540][root][INFO] - Lr: 7.087e-03 | Epoch: [25][160/372] | Time 0.327 | Data 0.053 | Loss 0.2243 | IoU 0.474 [2021-06-14 20:31:28,698][root][INFO] - Lr: 7.084e-03 | Epoch: [25][170/372] | Time 0.327 | Data 0.052 | Loss 0.2242 | IoU 0.474 [2021-06-14 20:31:31,874][root][INFO] - Lr: 7.081e-03 | Epoch: [25][180/372] | Time 0.326 | Data 0.052 | Loss 0.2241 | IoU 0.474 [2021-06-14 20:31:35,032][root][INFO] - Lr: 7.078e-03 | Epoch: [25][190/372] | Time 0.326 | Data 0.051 | Loss 0.2241 | IoU 0.474 [2021-06-14 20:31:38,257][root][INFO] - Lr: 7.074e-03 | Epoch: [25][200/372] | Time 0.325 | Data 0.051 | Loss 0.2240 | IoU 0.474 [2021-06-14 20:31:41,459][root][INFO] - Lr: 7.071e-03 | Epoch: [25][210/372] | Time 0.325 | Data 0.051 | Loss 0.2239 | IoU 0.474 [2021-06-14 20:31:44,656][root][INFO] - Lr: 7.068e-03 | Epoch: [25][220/372] | Time 0.325 | Data 0.051 | Loss 0.2238 | IoU 0.474 [2021-06-14 20:31:47,833][root][INFO] - Lr: 7.065e-03 | Epoch: [25][230/372] | Time 0.325 | Data 0.050 | Loss 0.2237 | IoU 0.474 [2021-06-14 20:31:51,033][root][INFO] - Lr: 7.062e-03 | Epoch: [25][240/372] | Time 0.324 | Data 0.050 | Loss 0.2237 | IoU 0.474 [2021-06-14 20:31:54,252][root][INFO] - Lr: 7.059e-03 | Epoch: [25][250/372] | Time 0.324 | Data 0.050 | Loss 0.2236 | IoU 0.474 [2021-06-14 20:31:57,446][root][INFO] - Lr: 7.056e-03 | Epoch: [25][260/372] | Time 0.324 | Data 0.050 | Loss 0.2235 | IoU 0.474 [2021-06-14 20:32:00,704][root][INFO] - Lr: 7.052e-03 | Epoch: [25][270/372] | Time 0.324 | Data 0.050 | Loss 0.2234 | IoU 0.475 [2021-06-14 20:32:03,904][root][INFO] - Lr: 7.049e-03 | Epoch: [25][280/372] | Time 0.324 | Data 0.050 | Loss 0.2234 | IoU 0.475 [2021-06-14 20:32:07,064][root][INFO] - Lr: 7.046e-03 | Epoch: [25][290/372] | Time 0.324 | Data 0.049 | Loss 0.2233 | IoU 0.475 [2021-06-14 20:32:10,237][root][INFO] - Lr: 7.043e-03 | Epoch: [25][300/372] | Time 0.324 | Data 0.049 | Loss 0.2232 | IoU 0.475 [2021-06-14 20:32:13,383][root][INFO] - Lr: 7.040e-03 | Epoch: [25][310/372] | Time 0.323 | Data 0.049 | Loss 0.2231 | IoU 0.475 [2021-06-14 20:32:16,570][root][INFO] - Lr: 7.037e-03 | Epoch: [25][320/372] | Time 0.323 | Data 0.049 | Loss 0.2231 | IoU 0.475 [2021-06-14 20:32:19,760][root][INFO] - Lr: 7.034e-03 | Epoch: [25][330/372] | Time 0.323 | Data 0.049 | Loss 0.2230 | IoU 0.475 [2021-06-14 20:32:22,977][root][INFO] - Lr: 7.030e-03 | Epoch: [25][340/372] | Time 0.323 | Data 0.049 | Loss 0.2229 | IoU 0.475 [2021-06-14 20:32:26,171][root][INFO] - Lr: 7.027e-03 | Epoch: [25][350/372] | Time 0.323 | Data 0.049 | Loss 0.2228 | IoU 0.475 [2021-06-14 20:32:29,377][root][INFO] - Lr: 7.024e-03 | Epoch: [25][360/372] | Time 0.323 | Data 0.048 | Loss 0.2228 | IoU 0.475 [2021-06-14 20:32:32,460][root][INFO] - Lr: 7.021e-03 | Epoch: [25][370/372] | Time 0.322 | Data 0.048 | Loss 0.2227 | IoU 0.475 [2021-06-14 20:32:33,324][root][INFO] - 0/500 [2021-06-14 20:32:33,447][root][INFO] - 1/500 [2021-06-14 20:32:33,527][root][INFO] - 2/500 [2021-06-14 20:32:33,602][root][INFO] - 3/500 [2021-06-14 20:32:33,686][root][INFO] - 4/500 [2021-06-14 20:32:33,729][root][INFO] - 5/500 [2021-06-14 20:32:33,803][root][INFO] - 6/500 [2021-06-14 20:32:33,881][root][INFO] - 7/500 [2021-06-14 20:32:33,923][root][INFO] - 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474/500 [2021-06-14 20:33:06,311][root][INFO] - 475/500 [2021-06-14 20:33:06,390][root][INFO] - 476/500 [2021-06-14 20:33:06,462][root][INFO] - 477/500 [2021-06-14 20:33:06,534][root][INFO] - 478/500 [2021-06-14 20:33:06,607][root][INFO] - 479/500 [2021-06-14 20:33:06,653][root][INFO] - 480/500 [2021-06-14 20:33:06,699][root][INFO] - 481/500 [2021-06-14 20:33:06,746][root][INFO] - 482/500 [2021-06-14 20:33:06,819][root][INFO] - 483/500 [2021-06-14 20:33:06,865][root][INFO] - 484/500 [2021-06-14 20:33:06,943][root][INFO] - 485/500 [2021-06-14 20:33:07,016][root][INFO] - 486/500 [2021-06-14 20:33:07,086][root][INFO] - 487/500 [2021-06-14 20:33:07,163][root][INFO] - 488/500 [2021-06-14 20:33:07,235][root][INFO] - 489/500 [2021-06-14 20:33:07,279][root][INFO] - 490/500 [2021-06-14 20:33:07,356][root][INFO] - 491/500 [2021-06-14 20:33:07,399][root][INFO] - 492/500 [2021-06-14 20:33:07,469][root][INFO] - 493/500 [2021-06-14 20:33:07,512][root][INFO] - 494/500 [2021-06-14 20:33:07,554][root][INFO] - 495/500 [2021-06-14 20:33:07,596][root][INFO] - 496/500 [2021-06-14 20:33:07,639][root][INFO] - 497/500 [2021-06-14 20:33:07,682][root][INFO] - 498/500 [2021-06-14 20:33:07,726][root][INFO] - 499/500 [2021-06-14 20:33:07,874][root][INFO] - Validation set: Time avg per batch 0.070 Loss avg 0.2794 IoU avg 0.530 [2021-06-14 20:33:07,876][root][INFO] - ---> save checkpoint [2021-06-14 20:33:12,013][root][INFO] - Lr: 7.020e-03 | Epoch: [26][0/372] | Time 1.446 | Data 1.158 | Loss 0.2227 | IoU 0.475 [2021-06-14 20:33:15,382][root][INFO] - Lr: 7.017e-03 | Epoch: [26][10/372] | Time 0.442 | Data 0.168 | Loss 0.2226 | IoU 0.476 [2021-06-14 20:33:18,467][root][INFO] - Lr: 7.014e-03 | Epoch: [26][20/372] | Time 0.379 | Data 0.104 | Loss 0.2226 | IoU 0.476 [2021-06-14 20:33:21,748][root][INFO] - Lr: 7.011e-03 | Epoch: [26][30/372] | Time 0.362 | Data 0.088 | Loss 0.2225 | IoU 0.476 [2021-06-14 20:33:24,924][root][INFO] - Lr: 7.008e-03 | Epoch: [26][40/372] | Time 0.351 | Data 0.077 | Loss 0.2224 | IoU 0.476 [2021-06-14 20:33:28,072][root][INFO] - Lr: 7.005e-03 | Epoch: [26][50/372] | Time 0.344 | Data 0.071 | Loss 0.2223 | IoU 0.476 [2021-06-14 20:33:31,239][root][INFO] - Lr: 7.001e-03 | Epoch: [26][60/372] | Time 0.340 | Data 0.066 | Loss 0.2222 | IoU 0.476 [2021-06-14 20:33:34,434][root][INFO] - Lr: 6.998e-03 | Epoch: [26][70/372] | Time 0.337 | Data 0.063 | Loss 0.2222 | IoU 0.476 [2021-06-14 20:33:37,592][root][INFO] - Lr: 6.995e-03 | Epoch: [26][80/372] | Time 0.334 | Data 0.061 | Loss 0.2221 | IoU 0.476 [2021-06-14 20:33:40,776][root][INFO] - Lr: 6.992e-03 | Epoch: [26][90/372] | Time 0.333 | Data 0.059 | Loss 0.2220 | IoU 0.476 [2021-06-14 20:33:43,949][root][INFO] - Lr: 6.989e-03 | Epoch: [26][100/372] | Time 0.331 | Data 0.058 | Loss 0.2219 | IoU 0.476 [2021-06-14 20:33:47,124][root][INFO] - Lr: 6.986e-03 | Epoch: [26][110/372] | Time 0.330 | Data 0.056 | Loss 0.2218 | IoU 0.476 [2021-06-14 20:33:50,242][root][INFO] - Lr: 6.983e-03 | Epoch: [26][120/372] | Time 0.328 | Data 0.055 | Loss 0.2218 | IoU 0.476 [2021-06-14 20:33:53,480][root][INFO] - Lr: 6.979e-03 | Epoch: [26][130/372] | Time 0.328 | Data 0.055 | Loss 0.2217 | IoU 0.477 [2021-06-14 20:33:56,708][root][INFO] - Lr: 6.976e-03 | Epoch: [26][140/372] | Time 0.328 | Data 0.054 | Loss 0.2216 | IoU 0.477 [2021-06-14 20:33:59,881][root][INFO] - Lr: 6.973e-03 | Epoch: [26][150/372] | Time 0.327 | Data 0.053 | Loss 0.2216 | IoU 0.477 [2021-06-14 20:34:03,099][root][INFO] - Lr: 6.970e-03 | Epoch: [26][160/372] | Time 0.326 | Data 0.053 | Loss 0.2215 | IoU 0.477 [2021-06-14 20:34:06,240][root][INFO] - Lr: 6.967e-03 | Epoch: [26][170/372] | Time 0.326 | Data 0.053 | Loss 0.2214 | IoU 0.477 [2021-06-14 20:34:09,443][root][INFO] - Lr: 6.964e-03 | Epoch: [26][180/372] | Time 0.326 | Data 0.052 | Loss 0.2213 | IoU 0.477 [2021-06-14 20:34:12,615][root][INFO] - Lr: 6.961e-03 | Epoch: [26][190/372] | Time 0.325 | Data 0.052 | Loss 0.2213 | IoU 0.477 [2021-06-14 20:34:15,827][root][INFO] - Lr: 6.957e-03 | Epoch: [26][200/372] | Time 0.325 | Data 0.051 | Loss 0.2212 | IoU 0.477 [2021-06-14 20:34:19,059][root][INFO] - Lr: 6.954e-03 | Epoch: [26][210/372] | Time 0.325 | Data 0.051 | Loss 0.2211 | IoU 0.477 [2021-06-14 20:34:22,233][root][INFO] - Lr: 6.951e-03 | Epoch: [26][220/372] | Time 0.325 | Data 0.051 | Loss 0.2211 | IoU 0.477 [2021-06-14 20:34:25,418][root][INFO] - Lr: 6.948e-03 | Epoch: [26][230/372] | Time 0.324 | Data 0.051 | Loss 0.2210 | IoU 0.477 [2021-06-14 20:34:28,549][root][INFO] - Lr: 6.945e-03 | Epoch: [26][240/372] | Time 0.324 | Data 0.050 | Loss 0.2209 | IoU 0.477 [2021-06-14 20:34:31,722][root][INFO] - Lr: 6.942e-03 | Epoch: [26][250/372] | Time 0.323 | Data 0.050 | Loss 0.2209 | IoU 0.478 [2021-06-14 20:34:34,904][root][INFO] - Lr: 6.939e-03 | Epoch: [26][260/372] | Time 0.323 | Data 0.050 | Loss 0.2208 | IoU 0.478 [2021-06-14 20:34:38,121][root][INFO] - Lr: 6.935e-03 | Epoch: [26][270/372] | Time 0.323 | Data 0.050 | Loss 0.2208 | IoU 0.478 [2021-06-14 20:34:41,325][root][INFO] - Lr: 6.932e-03 | Epoch: [26][280/372] | Time 0.323 | Data 0.049 | Loss 0.2207 | IoU 0.478 [2021-06-14 20:34:44,552][root][INFO] - Lr: 6.929e-03 | Epoch: [26][290/372] | Time 0.323 | Data 0.049 | Loss 0.2206 | IoU 0.478 [2021-06-14 20:34:47,774][root][INFO] - Lr: 6.926e-03 | Epoch: [26][300/372] | Time 0.323 | Data 0.049 | Loss 0.2205 | IoU 0.478 [2021-06-14 20:34:50,954][root][INFO] - Lr: 6.923e-03 | Epoch: [26][310/372] | Time 0.323 | Data 0.049 | Loss 0.2204 | IoU 0.478 [2021-06-14 20:34:54,208][root][INFO] - Lr: 6.920e-03 | Epoch: [26][320/372] | Time 0.323 | Data 0.049 | Loss 0.2204 | IoU 0.478 [2021-06-14 20:34:57,445][root][INFO] - Lr: 6.916e-03 | Epoch: [26][330/372] | Time 0.323 | Data 0.049 | Loss 0.2203 | IoU 0.478 [2021-06-14 20:35:00,628][root][INFO] - Lr: 6.913e-03 | Epoch: [26][340/372] | Time 0.323 | Data 0.049 | Loss 0.2203 | IoU 0.478 [2021-06-14 20:35:03,820][root][INFO] - Lr: 6.910e-03 | Epoch: [26][350/372] | Time 0.323 | Data 0.049 | Loss 0.2202 | IoU 0.478 [2021-06-14 20:35:07,010][root][INFO] - Lr: 6.907e-03 | Epoch: [26][360/372] | Time 0.323 | Data 0.049 | Loss 0.2201 | IoU 0.478 [2021-06-14 20:35:10,075][root][INFO] - Lr: 6.904e-03 | Epoch: [26][370/372] | Time 0.322 | Data 0.048 | Loss 0.2201 | IoU 0.478 [2021-06-14 20:35:12,096][root][INFO] - Lr: 6.903e-03 | Epoch: [27][0/372] | Time 1.538 | Data 1.239 | Loss 0.2201 | IoU 0.478 [2021-06-14 20:35:15,473][root][INFO] - Lr: 6.900e-03 | Epoch: [27][10/372] | Time 0.447 | Data 0.168 | Loss 0.2200 | IoU 0.479 [2021-06-14 20:35:18,696][root][INFO] - Lr: 6.897e-03 | Epoch: [27][20/372] | Time 0.388 | Data 0.112 | Loss 0.2199 | IoU 0.479 [2021-06-14 20:35:21,840][root][INFO] - Lr: 6.894e-03 | Epoch: [27][30/372] | Time 0.364 | Data 0.090 | Loss 0.2198 | IoU 0.479 [2021-06-14 20:35:24,999][root][INFO] - Lr: 6.891e-03 | Epoch: [27][40/372] | Time 0.353 | Data 0.077 | Loss 0.2197 | IoU 0.479 [2021-06-14 20:35:28,225][root][INFO] - Lr: 6.888e-03 | Epoch: [27][50/372] | Time 0.347 | Data 0.072 | Loss 0.2197 | IoU 0.479 [2021-06-14 20:35:31,365][root][INFO] - Lr: 6.884e-03 | Epoch: [27][60/372] | Time 0.341 | Data 0.067 | Loss 0.2196 | IoU 0.479 [2021-06-14 20:35:34,561][root][INFO] - Lr: 6.881e-03 | Epoch: [27][70/372] | Time 0.338 | Data 0.064 | Loss 0.2195 | IoU 0.479 [2021-06-14 20:35:37,739][root][INFO] - Lr: 6.878e-03 | Epoch: [27][80/372] | Time 0.336 | Data 0.062 | Loss 0.2195 | IoU 0.479 [2021-06-14 20:35:40,861][root][INFO] - Lr: 6.875e-03 | Epoch: [27][90/372] | Time 0.333 | Data 0.059 | Loss 0.2194 | IoU 0.479 [2021-06-14 20:35:44,040][root][INFO] - Lr: 6.872e-03 | Epoch: [27][100/372] | Time 0.332 | Data 0.058 | Loss 0.2193 | IoU 0.479 [2021-06-14 20:35:47,269][root][INFO] - Lr: 6.869e-03 | Epoch: [27][110/372] | Time 0.331 | Data 0.057 | Loss 0.2193 | IoU 0.479 [2021-06-14 20:35:50,433][root][INFO] - Lr: 6.865e-03 | Epoch: [27][120/372] | Time 0.330 | Data 0.056 | Loss 0.2192 | IoU 0.480 [2021-06-14 20:35:53,612][root][INFO] - Lr: 6.862e-03 | Epoch: [27][130/372] | Time 0.329 | Data 0.055 | Loss 0.2191 | IoU 0.480 [2021-06-14 20:35:56,900][root][INFO] - Lr: 6.859e-03 | Epoch: [27][140/372] | Time 0.329 | Data 0.054 | Loss 0.2191 | IoU 0.480 [2021-06-14 20:36:00,110][root][INFO] - Lr: 6.856e-03 | Epoch: [27][150/372] | Time 0.328 | Data 0.054 | Loss 0.2190 | IoU 0.480 [2021-06-14 20:36:03,340][root][INFO] - Lr: 6.853e-03 | Epoch: [27][160/372] | Time 0.328 | Data 0.054 | Loss 0.2189 | IoU 0.480 [2021-06-14 20:36:06,585][root][INFO] - Lr: 6.850e-03 | Epoch: [27][170/372] | Time 0.328 | Data 0.053 | Loss 0.2189 | IoU 0.480 [2021-06-14 20:36:09,703][root][INFO] - Lr: 6.847e-03 | Epoch: [27][180/372] | Time 0.327 | Data 0.052 | Loss 0.2188 | IoU 0.480 [2021-06-14 20:36:12,942][root][INFO] - Lr: 6.843e-03 | Epoch: [27][190/372] | Time 0.327 | Data 0.052 | Loss 0.2187 | IoU 0.480 [2021-06-14 20:36:16,061][root][INFO] - Lr: 6.840e-03 | Epoch: [27][200/372] | Time 0.326 | Data 0.052 | Loss 0.2187 | IoU 0.480 [2021-06-14 20:36:19,282][root][INFO] - Lr: 6.837e-03 | Epoch: [27][210/372] | Time 0.326 | Data 0.051 | Loss 0.2186 | IoU 0.480 [2021-06-14 20:36:22,437][root][INFO] - Lr: 6.834e-03 | Epoch: [27][220/372] | Time 0.325 | Data 0.051 | Loss 0.2185 | IoU 0.480 [2021-06-14 20:36:25,629][root][INFO] - Lr: 6.831e-03 | Epoch: [27][230/372] | Time 0.325 | Data 0.050 | Loss 0.2185 | IoU 0.480 [2021-06-14 20:36:28,763][root][INFO] - Lr: 6.828e-03 | Epoch: [27][240/372] | Time 0.325 | Data 0.050 | Loss 0.2184 | IoU 0.480 [2021-06-14 20:36:31,947][root][INFO] - Lr: 6.824e-03 | Epoch: [27][250/372] | Time 0.324 | Data 0.050 | Loss 0.2183 | IoU 0.481 [2021-06-14 20:36:35,151][root][INFO] - Lr: 6.821e-03 | Epoch: [27][260/372] | Time 0.324 | Data 0.050 | Loss 0.2183 | IoU 0.481 [2021-06-14 20:36:38,358][root][INFO] - Lr: 6.818e-03 | Epoch: [27][270/372] | Time 0.324 | Data 0.050 | Loss 0.2182 | IoU 0.481 [2021-06-14 20:36:41,599][root][INFO] - Lr: 6.815e-03 | Epoch: [27][280/372] | Time 0.324 | Data 0.050 | Loss 0.2181 | IoU 0.481 [2021-06-14 20:36:44,786][root][INFO] - Lr: 6.812e-03 | Epoch: [27][290/372] | Time 0.324 | Data 0.049 | Loss 0.2181 | IoU 0.481 [2021-06-14 20:36:47,987][root][INFO] - Lr: 6.809e-03 | Epoch: [27][300/372] | Time 0.324 | Data 0.049 | Loss 0.2180 | IoU 0.481 [2021-06-14 20:36:51,183][root][INFO] - Lr: 6.805e-03 | Epoch: [27][310/372] | Time 0.324 | Data 0.049 | Loss 0.2179 | IoU 0.481 [2021-06-14 20:36:54,357][root][INFO] - Lr: 6.802e-03 | Epoch: [27][320/372] | Time 0.323 | Data 0.049 | Loss 0.2179 | IoU 0.481 [2021-06-14 20:36:57,443][root][INFO] - Lr: 6.799e-03 | Epoch: [27][330/372] | Time 0.323 | Data 0.049 | Loss 0.2178 | IoU 0.481 [2021-06-14 20:37:00,607][root][INFO] - Lr: 6.796e-03 | Epoch: [27][340/372] | Time 0.323 | Data 0.048 | Loss 0.2177 | IoU 0.481 [2021-06-14 20:37:03,820][root][INFO] - Lr: 6.793e-03 | Epoch: [27][350/372] | Time 0.323 | Data 0.048 | Loss 0.2177 | IoU 0.481 [2021-06-14 20:37:07,052][root][INFO] - Lr: 6.790e-03 | Epoch: [27][360/372] | Time 0.323 | Data 0.048 | Loss 0.2176 | IoU 0.481 [2021-06-14 20:37:10,098][root][INFO] - Lr: 6.787e-03 | Epoch: [27][370/372] | Time 0.322 | Data 0.048 | Loss 0.2175 | IoU 0.481 [2021-06-14 20:37:12,169][root][INFO] - Lr: 6.786e-03 | Epoch: [28][0/372] | Time 1.539 | Data 1.249 | Loss 0.2175 | IoU 0.481 [2021-06-14 20:37:15,598][root][INFO] - Lr: 6.783e-03 | Epoch: [28][10/372] | Time 0.452 | Data 0.172 | Loss 0.2175 | IoU 0.482 [2021-06-14 20:37:18,809][root][INFO] - Lr: 6.780e-03 | Epoch: [28][20/372] | Time 0.391 | Data 0.114 | Loss 0.2174 | IoU 0.482 [2021-06-14 20:37:22,028][root][INFO] - Lr: 6.776e-03 | Epoch: [28][30/372] | Time 0.369 | Data 0.093 | Loss 0.2173 | IoU 0.482 [2021-06-14 20:37:25,224][root][INFO] - Lr: 6.773e-03 | Epoch: [28][40/372] | Time 0.357 | Data 0.082 | Loss 0.2173 | IoU 0.482 [2021-06-14 20:37:28,420][root][INFO] - Lr: 6.770e-03 | Epoch: [28][50/372] | Time 0.349 | Data 0.074 | Loss 0.2172 | IoU 0.482 [2021-06-14 20:37:31,608][root][INFO] - Lr: 6.767e-03 | Epoch: [28][60/372] | Time 0.344 | Data 0.069 | Loss 0.2171 | IoU 0.482 [2021-06-14 20:37:34,808][root][INFO] - Lr: 6.764e-03 | Epoch: [28][70/372] | Time 0.341 | Data 0.066 | Loss 0.2171 | IoU 0.482 [2021-06-14 20:37:38,025][root][INFO] - Lr: 6.761e-03 | Epoch: [28][80/372] | Time 0.339 | Data 0.064 | Loss 0.2170 | IoU 0.482 [2021-06-14 20:37:41,296][root][INFO] - Lr: 6.758e-03 | Epoch: [28][90/372] | Time 0.337 | Data 0.063 | Loss 0.2169 | IoU 0.482 [2021-06-14 20:37:44,378][root][INFO] - Lr: 6.754e-03 | Epoch: [28][100/372] | Time 0.335 | Data 0.060 | Loss 0.2169 | IoU 0.482 [2021-06-14 20:37:47,591][root][INFO] - Lr: 6.751e-03 | Epoch: [28][110/372] | Time 0.333 | Data 0.059 | Loss 0.2168 | IoU 0.482 [2021-06-14 20:37:50,784][root][INFO] - Lr: 6.748e-03 | Epoch: [28][120/372] | Time 0.332 | Data 0.058 | Loss 0.2167 | IoU 0.482 [2021-06-14 20:37:54,020][root][INFO] - Lr: 6.745e-03 | Epoch: [28][130/372] | Time 0.331 | Data 0.057 | Loss 0.2167 | IoU 0.483 [2021-06-14 20:37:57,162][root][INFO] - Lr: 6.742e-03 | Epoch: [28][140/372] | Time 0.330 | Data 0.056 | Loss 0.2166 | IoU 0.483 [2021-06-14 20:38:00,295][root][INFO] - Lr: 6.739e-03 | Epoch: [28][150/372] | Time 0.329 | Data 0.055 | Loss 0.2166 | IoU 0.483 [2021-06-14 20:38:03,493][root][INFO] - Lr: 6.735e-03 | Epoch: [28][160/372] | Time 0.329 | Data 0.054 | Loss 0.2165 | IoU 0.483 [2021-06-14 20:38:06,686][root][INFO] - Lr: 6.732e-03 | Epoch: [28][170/372] | Time 0.328 | Data 0.054 | Loss 0.2164 | IoU 0.483 [2021-06-14 20:38:09,888][root][INFO] - Lr: 6.729e-03 | Epoch: [28][180/372] | Time 0.328 | Data 0.053 | Loss 0.2163 | IoU 0.483 [2021-06-14 20:38:13,157][root][INFO] - Lr: 6.726e-03 | Epoch: [28][190/372] | Time 0.328 | Data 0.053 | Loss 0.2163 | IoU 0.483 [2021-06-14 20:38:16,379][root][INFO] - Lr: 6.723e-03 | Epoch: [28][200/372] | Time 0.327 | Data 0.053 | Loss 0.2162 | IoU 0.483 [2021-06-14 20:38:19,578][root][INFO] - Lr: 6.720e-03 | Epoch: [28][210/372] | Time 0.327 | Data 0.052 | Loss 0.2161 | IoU 0.483 [2021-06-14 20:38:22,707][root][INFO] - Lr: 6.716e-03 | Epoch: [28][220/372] | Time 0.326 | Data 0.052 | Loss 0.2161 | IoU 0.483 [2021-06-14 20:38:25,813][root][INFO] - Lr: 6.713e-03 | Epoch: [28][230/372] | Time 0.326 | Data 0.051 | Loss 0.2160 | IoU 0.483 [2021-06-14 20:38:28,981][root][INFO] - Lr: 6.710e-03 | Epoch: [28][240/372] | Time 0.325 | Data 0.051 | Loss 0.2160 | IoU 0.483 [2021-06-14 20:38:32,157][root][INFO] - Lr: 6.707e-03 | Epoch: [28][250/372] | Time 0.325 | Data 0.051 | Loss 0.2159 | IoU 0.483 [2021-06-14 20:38:35,376][root][INFO] - Lr: 6.704e-03 | Epoch: [28][260/372] | Time 0.325 | Data 0.051 | Loss 0.2158 | IoU 0.483 [2021-06-14 20:38:38,582][root][INFO] - Lr: 6.701e-03 | Epoch: [28][270/372] | Time 0.325 | Data 0.050 | Loss 0.2158 | IoU 0.484 [2021-06-14 20:38:41,708][root][INFO] - Lr: 6.697e-03 | Epoch: [28][280/372] | Time 0.324 | Data 0.050 | Loss 0.2157 | IoU 0.484 [2021-06-14 20:38:44,936][root][INFO] - Lr: 6.694e-03 | Epoch: [28][290/372] | Time 0.324 | Data 0.050 | Loss 0.2156 | IoU 0.484 [2021-06-14 20:38:48,142][root][INFO] - Lr: 6.691e-03 | Epoch: [28][300/372] | Time 0.324 | Data 0.050 | Loss 0.2156 | IoU 0.484 [2021-06-14 20:38:51,345][root][INFO] - Lr: 6.688e-03 | Epoch: [28][310/372] | Time 0.324 | Data 0.050 | Loss 0.2155 | IoU 0.484 [2021-06-14 20:38:54,550][root][INFO] - Lr: 6.685e-03 | Epoch: [28][320/372] | Time 0.324 | Data 0.050 | Loss 0.2154 | IoU 0.484 [2021-06-14 20:38:57,778][root][INFO] - Lr: 6.682e-03 | Epoch: [28][330/372] | Time 0.324 | Data 0.050 | Loss 0.2154 | IoU 0.484 [2021-06-14 20:39:00,975][root][INFO] - Lr: 6.678e-03 | Epoch: [28][340/372] | Time 0.324 | Data 0.049 | Loss 0.2153 | IoU 0.484 [2021-06-14 20:39:04,176][root][INFO] - Lr: 6.675e-03 | Epoch: [28][350/372] | Time 0.324 | Data 0.049 | Loss 0.2152 | IoU 0.484 [2021-06-14 20:39:07,402][root][INFO] - Lr: 6.672e-03 | Epoch: [28][360/372] | Time 0.323 | Data 0.049 | Loss 0.2152 | IoU 0.484 [2021-06-14 20:39:10,517][root][INFO] - Lr: 6.669e-03 | Epoch: [28][370/372] | Time 0.323 | Data 0.049 | Loss 0.2151 | IoU 0.484 [2021-06-14 20:39:12,507][root][INFO] - Lr: 6.668e-03 | Epoch: [29][0/372] | Time 1.507 | Data 1.232 | Loss 0.2151 | IoU 0.484 [2021-06-14 20:39:15,906][root][INFO] - Lr: 6.665e-03 | Epoch: [29][10/372] | Time 0.449 | Data 0.168 | Loss 0.2150 | IoU 0.484 [2021-06-14 20:39:19,092][root][INFO] - Lr: 6.662e-03 | Epoch: [29][20/372] | Time 0.387 | Data 0.110 | Loss 0.2150 | IoU 0.485 [2021-06-14 20:39:22,222][root][INFO] - Lr: 6.659e-03 | Epoch: [29][30/372] | Time 0.363 | Data 0.087 | Loss 0.2149 | IoU 0.485 [2021-06-14 20:39:25,395][root][INFO] - Lr: 6.656e-03 | Epoch: [29][40/372] | Time 0.352 | Data 0.077 | Loss 0.2148 | IoU 0.485 [2021-06-14 20:39:28,548][root][INFO] - Lr: 6.653e-03 | Epoch: [29][50/372] | Time 0.344 | Data 0.070 | Loss 0.2148 | IoU 0.485 [2021-06-14 20:39:31,710][root][INFO] - Lr: 6.649e-03 | Epoch: [29][60/372] | Time 0.340 | Data 0.066 | Loss 0.2147 | IoU 0.485 [2021-06-14 20:39:34,912][root][INFO] - Lr: 6.646e-03 | Epoch: [29][70/372] | Time 0.337 | Data 0.063 | Loss 0.2146 | IoU 0.485 [2021-06-14 20:39:38,046][root][INFO] - Lr: 6.643e-03 | Epoch: [29][80/372] | Time 0.334 | Data 0.060 | Loss 0.2146 | IoU 0.485 [2021-06-14 20:39:41,248][root][INFO] - Lr: 6.640e-03 | Epoch: [29][90/372] | Time 0.333 | Data 0.059 | Loss 0.2145 | IoU 0.485 [2021-06-14 20:39:44,478][root][INFO] - Lr: 6.637e-03 | Epoch: [29][100/372] | Time 0.332 | Data 0.058 | Loss 0.2144 | IoU 0.485 [2021-06-14 20:39:47,692][root][INFO] - Lr: 6.634e-03 | Epoch: [29][110/372] | Time 0.331 | Data 0.057 | Loss 0.2144 | IoU 0.485 [2021-06-14 20:39:50,877][root][INFO] - Lr: 6.630e-03 | Epoch: [29][120/372] | Time 0.330 | Data 0.056 | Loss 0.2143 | IoU 0.485 [2021-06-14 20:39:54,138][root][INFO] - Lr: 6.627e-03 | Epoch: [29][130/372] | Time 0.330 | Data 0.055 | Loss 0.2143 | IoU 0.485 [2021-06-14 20:39:57,350][root][INFO] - Lr: 6.624e-03 | Epoch: [29][140/372] | Time 0.329 | Data 0.054 | Loss 0.2142 | IoU 0.485 [2021-06-14 20:40:00,490][root][INFO] - Lr: 6.621e-03 | Epoch: [29][150/372] | Time 0.328 | Data 0.054 | Loss 0.2141 | IoU 0.485 [2021-06-14 20:40:03,696][root][INFO] - Lr: 6.618e-03 | Epoch: [29][160/372] | Time 0.328 | Data 0.053 | Loss 0.2141 | IoU 0.486 [2021-06-14 20:40:06,909][root][INFO] - Lr: 6.615e-03 | Epoch: [29][170/372] | Time 0.327 | Data 0.053 | Loss 0.2140 | IoU 0.486 [2021-06-14 20:40:10,044][root][INFO] - Lr: 6.611e-03 | Epoch: [29][180/372] | Time 0.326 | Data 0.052 | Loss 0.2139 | IoU 0.486 [2021-06-14 20:40:13,203][root][INFO] - Lr: 6.608e-03 | Epoch: [29][190/372] | Time 0.326 | Data 0.052 | Loss 0.2139 | IoU 0.486 [2021-06-14 20:40:16,369][root][INFO] - Lr: 6.605e-03 | Epoch: [29][200/372] | Time 0.325 | Data 0.051 | Loss 0.2138 | IoU 0.486 [2021-06-14 20:40:19,624][root][INFO] - Lr: 6.602e-03 | Epoch: [29][210/372] | Time 0.325 | Data 0.051 | Loss 0.2138 | IoU 0.486 [2021-06-14 20:40:22,844][root][INFO] - Lr: 6.599e-03 | Epoch: [29][220/372] | Time 0.325 | Data 0.051 | Loss 0.2137 | IoU 0.486 [2021-06-14 20:40:26,064][root][INFO] - Lr: 6.596e-03 | Epoch: [29][230/372] | Time 0.325 | Data 0.051 | Loss 0.2136 | IoU 0.486 [2021-06-14 20:40:29,255][root][INFO] - Lr: 6.592e-03 | Epoch: [29][240/372] | Time 0.325 | Data 0.051 | Loss 0.2136 | IoU 0.486 [2021-06-14 20:40:32,413][root][INFO] - Lr: 6.589e-03 | Epoch: [29][250/372] | Time 0.324 | Data 0.050 | Loss 0.2135 | IoU 0.486 [2021-06-14 20:40:35,660][root][INFO] - Lr: 6.586e-03 | Epoch: [29][260/372] | Time 0.324 | Data 0.050 | Loss 0.2134 | IoU 0.486 [2021-06-14 20:40:38,792][root][INFO] - Lr: 6.583e-03 | Epoch: [29][270/372] | Time 0.324 | Data 0.050 | Loss 0.2134 | IoU 0.486 [2021-06-14 20:40:41,965][root][INFO] - Lr: 6.580e-03 | Epoch: [29][280/372] | Time 0.324 | Data 0.050 | Loss 0.2133 | IoU 0.486 [2021-06-14 20:40:45,175][root][INFO] - Lr: 6.577e-03 | Epoch: [29][290/372] | Time 0.324 | Data 0.050 | Loss 0.2133 | IoU 0.487 [2021-06-14 20:40:48,395][root][INFO] - Lr: 6.573e-03 | Epoch: [29][300/372] | Time 0.324 | Data 0.050 | Loss 0.2132 | IoU 0.487 [2021-06-14 20:40:51,544][root][INFO] - Lr: 6.570e-03 | Epoch: [29][310/372] | Time 0.323 | Data 0.049 | Loss 0.2131 | IoU 0.487 [2021-06-14 20:40:54,714][root][INFO] - Lr: 6.567e-03 | Epoch: [29][320/372] | Time 0.323 | Data 0.049 | Loss 0.2131 | IoU 0.487 [2021-06-14 20:40:57,830][root][INFO] - Lr: 6.564e-03 | Epoch: [29][330/372] | Time 0.323 | Data 0.049 | Loss 0.2130 | IoU 0.487 [2021-06-14 20:41:01,050][root][INFO] - Lr: 6.561e-03 | Epoch: [29][340/372] | Time 0.323 | Data 0.049 | Loss 0.2130 | IoU 0.487 [2021-06-14 20:41:04,267][root][INFO] - Lr: 6.558e-03 | Epoch: [29][350/372] | Time 0.323 | Data 0.049 | Loss 0.2129 | IoU 0.487 [2021-06-14 20:41:07,455][root][INFO] - Lr: 6.554e-03 | Epoch: [29][360/372] | Time 0.323 | Data 0.049 | Loss 0.2128 | IoU 0.487 [2021-06-14 20:41:10,546][root][INFO] - Lr: 6.551e-03 | Epoch: [29][370/372] | Time 0.322 | Data 0.049 | Loss 0.2128 | IoU 0.487 [2021-06-14 20:41:12,541][root][INFO] - Lr: 6.551e-03 | Epoch: [30][0/372] | Time 1.531 | Data 1.246 | Loss 0.2128 | IoU 0.487 [2021-06-14 20:41:15,814][root][INFO] - Lr: 6.547e-03 | Epoch: [30][10/372] | Time 0.438 | Data 0.162 | Loss 0.2127 | IoU 0.487 [2021-06-14 20:41:19,034][root][INFO] - Lr: 6.544e-03 | Epoch: [30][20/372] | Time 0.382 | Data 0.109 | Loss 0.2126 | IoU 0.487 [2021-06-14 20:41:22,224][root][INFO] - Lr: 6.541e-03 | Epoch: [30][30/372] | Time 0.362 | Data 0.088 | Loss 0.2126 | IoU 0.487 [2021-06-14 20:41:25,484][root][INFO] - Lr: 6.538e-03 | Epoch: [30][40/372] | Time 0.353 | Data 0.079 | Loss 0.2125 | IoU 0.487 [2021-06-14 20:41:28,681][root][INFO] - Lr: 6.535e-03 | Epoch: [30][50/372] | Time 0.346 | Data 0.073 | Loss 0.2124 | IoU 0.488 [2021-06-14 20:41:31,838][root][INFO] - Lr: 6.532e-03 | Epoch: [30][60/372] | Time 0.342 | Data 0.068 | Loss 0.2124 | IoU 0.488 [2021-06-14 20:41:35,022][root][INFO] - Lr: 6.528e-03 | Epoch: [30][70/372] | Time 0.338 | Data 0.065 | Loss 0.2123 | IoU 0.488 [2021-06-14 20:41:38,130][root][INFO] - Lr: 6.525e-03 | Epoch: [30][80/372] | Time 0.335 | Data 0.061 | Loss 0.2123 | IoU 0.488 [2021-06-14 20:41:41,185][root][INFO] - Lr: 6.522e-03 | Epoch: [30][90/372] | Time 0.332 | Data 0.058 | Loss 0.2122 | IoU 0.488 [2021-06-14 20:41:44,328][root][INFO] - Lr: 6.519e-03 | Epoch: [30][100/372] | Time 0.330 | Data 0.057 | Loss 0.2121 | IoU 0.488 [2021-06-14 20:41:47,477][root][INFO] - Lr: 6.516e-03 | Epoch: [30][110/372] | Time 0.329 | Data 0.056 | Loss 0.2121 | IoU 0.488 [2021-06-14 20:41:50,656][root][INFO] - Lr: 6.513e-03 | Epoch: [30][120/372] | Time 0.328 | Data 0.055 | Loss 0.2120 | IoU 0.488 [2021-06-14 20:41:53,900][root][INFO] - Lr: 6.509e-03 | Epoch: [30][130/372] | Time 0.327 | Data 0.054 | Loss 0.2120 | IoU 0.488 [2021-06-14 20:41:57,106][root][INFO] - Lr: 6.506e-03 | Epoch: [30][140/372] | Time 0.327 | Data 0.054 | Loss 0.2119 | IoU 0.488 [2021-06-14 20:42:00,239][root][INFO] - Lr: 6.503e-03 | Epoch: [30][150/372] | Time 0.326 | Data 0.053 | Loss 0.2118 | IoU 0.488 [2021-06-14 20:42:03,414][root][INFO] - Lr: 6.500e-03 | Epoch: [30][160/372] | Time 0.326 | Data 0.053 | Loss 0.2118 | IoU 0.488 [2021-06-14 20:42:06,647][root][INFO] - Lr: 6.497e-03 | Epoch: [30][170/372] | Time 0.325 | Data 0.052 | Loss 0.2117 | IoU 0.488 [2021-06-14 20:42:09,797][root][INFO] - Lr: 6.493e-03 | Epoch: [30][180/372] | Time 0.325 | Data 0.052 | Loss 0.2117 | IoU 0.489 [2021-06-14 20:42:13,008][root][INFO] - Lr: 6.490e-03 | Epoch: [30][190/372] | Time 0.325 | Data 0.051 | Loss 0.2116 | IoU 0.489 [2021-06-14 20:42:16,214][root][INFO] - Lr: 6.487e-03 | Epoch: [30][200/372] | Time 0.324 | Data 0.051 | Loss 0.2116 | IoU 0.489 [2021-06-14 20:42:19,426][root][INFO] - Lr: 6.484e-03 | Epoch: [30][210/372] | Time 0.324 | Data 0.051 | Loss 0.2115 | IoU 0.489 [2021-06-14 20:42:22,564][root][INFO] - Lr: 6.481e-03 | Epoch: [30][220/372] | Time 0.324 | Data 0.050 | Loss 0.2114 | IoU 0.489 [2021-06-14 20:42:25,746][root][INFO] - Lr: 6.478e-03 | Epoch: [30][230/372] | Time 0.324 | Data 0.050 | Loss 0.2114 | IoU 0.489 [2021-06-14 20:42:28,959][root][INFO] - Lr: 6.474e-03 | Epoch: [30][240/372] | Time 0.323 | Data 0.050 | Loss 0.2113 | IoU 0.489 [2021-06-14 20:42:32,072][root][INFO] - Lr: 6.471e-03 | Epoch: [30][250/372] | Time 0.323 | Data 0.049 | Loss 0.2112 | IoU 0.489 [2021-06-14 20:42:35,276][root][INFO] - Lr: 6.468e-03 | Epoch: [30][260/372] | Time 0.323 | Data 0.049 | Loss 0.2112 | IoU 0.489 [2021-06-14 20:42:38,502][root][INFO] - Lr: 6.465e-03 | Epoch: [30][270/372] | Time 0.323 | Data 0.049 | Loss 0.2111 | IoU 0.489 [2021-06-14 20:42:41,700][root][INFO] - Lr: 6.462e-03 | Epoch: [30][280/372] | Time 0.323 | Data 0.049 | Loss 0.2111 | IoU 0.489 [2021-06-14 20:42:44,837][root][INFO] - Lr: 6.459e-03 | Epoch: [30][290/372] | Time 0.322 | Data 0.049 | Loss 0.2110 | IoU 0.489 [2021-06-14 20:42:48,037][root][INFO] - Lr: 6.455e-03 | Epoch: [30][300/372] | Time 0.322 | Data 0.049 | Loss 0.2109 | IoU 0.489 [2021-06-14 20:42:51,199][root][INFO] - Lr: 6.452e-03 | Epoch: [30][310/372] | Time 0.322 | Data 0.049 | Loss 0.2109 | IoU 0.490 [2021-06-14 20:42:54,383][root][INFO] - Lr: 6.449e-03 | Epoch: [30][320/372] | Time 0.322 | Data 0.049 | Loss 0.2108 | IoU 0.490 [2021-06-14 20:42:57,552][root][INFO] - Lr: 6.446e-03 | Epoch: [30][330/372] | Time 0.322 | Data 0.048 | Loss 0.2108 | IoU 0.490 [2021-06-14 20:43:00,810][root][INFO] - Lr: 6.443e-03 | Epoch: [30][340/372] | Time 0.322 | Data 0.049 | Loss 0.2107 | IoU 0.490 [2021-06-14 20:43:03,983][root][INFO] - Lr: 6.440e-03 | Epoch: [30][350/372] | Time 0.322 | Data 0.048 | Loss 0.2107 | IoU 0.490 [2021-06-14 20:43:07,163][root][INFO] - Lr: 6.436e-03 | Epoch: [30][360/372] | Time 0.322 | Data 0.048 | Loss 0.2106 | IoU 0.490 [2021-06-14 20:43:10,261][root][INFO] - Lr: 6.433e-03 | Epoch: [30][370/372] | Time 0.321 | Data 0.048 | Loss 0.2105 | IoU 0.490 [2021-06-14 20:43:11,042][root][INFO] - 0/500 [2021-06-14 20:43:11,118][root][INFO] - 1/500 [2021-06-14 20:43:11,202][root][INFO] - 2/500 [2021-06-14 20:43:11,245][root][INFO] - 3/500 [2021-06-14 20:43:11,325][root][INFO] - 4/500 [2021-06-14 20:43:11,397][root][INFO] - 5/500 [2021-06-14 20:43:11,474][root][INFO] - 6/500 [2021-06-14 20:43:11,547][root][INFO] - 7/500 [2021-06-14 20:43:11,626][root][INFO] - 8/500 [2021-06-14 20:43:11,706][root][INFO] - 9/500 [2021-06-14 20:43:11,778][root][INFO] - 10/500 [2021-06-14 20:43:11,853][root][INFO] - 11/500 [2021-06-14 20:43:11,915][root][INFO] - 12/500 [2021-06-14 20:43:11,983][root][INFO] - 13/500 [2021-06-14 20:43:12,063][root][INFO] - 14/500 [2021-06-14 20:43:12,110][root][INFO] - 15/500 [2021-06-14 20:43:12,182][root][INFO] - 16/500 [2021-06-14 20:43:12,261][root][INFO] - 17/500 [2021-06-14 20:43:12,337][root][INFO] - 18/500 [2021-06-14 20:43:12,413][root][INFO] - 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485/500 [2021-06-14 20:43:44,614][root][INFO] - 486/500 [2021-06-14 20:43:44,698][root][INFO] - 487/500 [2021-06-14 20:43:44,769][root][INFO] - 488/500 [2021-06-14 20:43:44,845][root][INFO] - 489/500 [2021-06-14 20:43:44,889][root][INFO] - 490/500 [2021-06-14 20:43:44,968][root][INFO] - 491/500 [2021-06-14 20:43:45,055][root][INFO] - 492/500 [2021-06-14 20:43:45,101][root][INFO] - 493/500 [2021-06-14 20:43:45,144][root][INFO] - 494/500 [2021-06-14 20:43:45,188][root][INFO] - 495/500 [2021-06-14 20:43:45,231][root][INFO] - 496/500 [2021-06-14 20:43:45,274][root][INFO] - 497/500 [2021-06-14 20:43:45,317][root][INFO] - 498/500 [2021-06-14 20:43:45,361][root][INFO] - 499/500 [2021-06-14 20:43:45,488][root][INFO] - Validation set: Time avg per batch 0.069 Loss avg 0.2809 IoU avg 0.542 [2021-06-14 20:43:45,489][root][INFO] - ---> save checkpoint [2021-06-14 20:43:49,456][root][INFO] - Lr: 6.433e-03 | Epoch: [31][0/372] | Time 1.502 | Data 1.205 | Loss 0.2105 | IoU 0.490 [2021-06-14 20:43:52,794][root][INFO] - Lr: 6.429e-03 | Epoch: [31][10/372] | Time 0.443 | Data 0.169 | Loss 0.2105 | IoU 0.490 [2021-06-14 20:43:55,972][root][INFO] - Lr: 6.426e-03 | Epoch: [31][20/372] | Time 0.383 | Data 0.110 | Loss 0.2104 | IoU 0.490 [2021-06-14 20:43:59,133][root][INFO] - Lr: 6.423e-03 | Epoch: [31][30/372] | Time 0.362 | Data 0.089 | Loss 0.2103 | IoU 0.490 [2021-06-14 20:44:02,326][root][INFO] - Lr: 6.420e-03 | Epoch: [31][40/372] | Time 0.351 | Data 0.079 | Loss 0.2103 | IoU 0.490 [2021-06-14 20:44:05,432][root][INFO] - Lr: 6.417e-03 | Epoch: [31][50/372] | Time 0.344 | Data 0.072 | Loss 0.2102 | IoU 0.490 [2021-06-14 20:44:08,543][root][INFO] - Lr: 6.413e-03 | Epoch: [31][60/372] | Time 0.338 | Data 0.066 | Loss 0.2102 | IoU 0.490 [2021-06-14 20:44:11,726][root][INFO] - Lr: 6.410e-03 | Epoch: [31][70/372] | Time 0.335 | Data 0.063 | Loss 0.2101 | IoU 0.490 [2021-06-14 20:44:14,962][root][INFO] - Lr: 6.407e-03 | Epoch: [31][80/372] | Time 0.334 | Data 0.061 | Loss 0.2101 | IoU 0.491 [2021-06-14 20:44:18,110][root][INFO] - Lr: 6.404e-03 | Epoch: [31][90/372] | Time 0.332 | Data 0.059 | Loss 0.2100 | IoU 0.491 [2021-06-14 20:44:21,291][root][INFO] - Lr: 6.401e-03 | Epoch: [31][100/372] | Time 0.330 | Data 0.058 | Loss 0.2100 | IoU 0.491 [2021-06-14 20:44:24,503][root][INFO] - Lr: 6.398e-03 | Epoch: [31][110/372] | Time 0.329 | Data 0.057 | Loss 0.2099 | IoU 0.491 [2021-06-14 20:44:27,617][root][INFO] - Lr: 6.394e-03 | Epoch: [31][120/372] | Time 0.328 | Data 0.056 | Loss 0.2098 | IoU 0.491 [2021-06-14 20:44:30,775][root][INFO] - Lr: 6.391e-03 | Epoch: [31][130/372] | Time 0.327 | Data 0.055 | Loss 0.2098 | IoU 0.491 [2021-06-14 20:44:33,912][root][INFO] - Lr: 6.388e-03 | Epoch: [31][140/372] | Time 0.326 | Data 0.054 | Loss 0.2097 | IoU 0.491 [2021-06-14 20:44:37,090][root][INFO] - Lr: 6.385e-03 | Epoch: [31][150/372] | Time 0.326 | Data 0.054 | Loss 0.2097 | IoU 0.491 [2021-06-14 20:44:40,289][root][INFO] - Lr: 6.382e-03 | Epoch: [31][160/372] | Time 0.325 | Data 0.053 | Loss 0.2096 | IoU 0.491 [2021-06-14 20:44:43,468][root][INFO] - Lr: 6.379e-03 | Epoch: [31][170/372] | Time 0.325 | Data 0.053 | Loss 0.2096 | IoU 0.491 [2021-06-14 20:44:46,666][root][INFO] - Lr: 6.375e-03 | Epoch: [31][180/372] | Time 0.325 | Data 0.053 | Loss 0.2095 | IoU 0.491 [2021-06-14 20:44:49,774][root][INFO] - Lr: 6.372e-03 | Epoch: [31][190/372] | Time 0.324 | Data 0.052 | Loss 0.2094 | IoU 0.491 [2021-06-14 20:44:52,976][root][INFO] - Lr: 6.369e-03 | Epoch: [31][200/372] | Time 0.324 | Data 0.052 | Loss 0.2094 | IoU 0.491 [2021-06-14 20:44:56,128][root][INFO] - Lr: 6.366e-03 | Epoch: [31][210/372] | Time 0.323 | Data 0.051 | Loss 0.2093 | IoU 0.491 [2021-06-14 20:44:59,325][root][INFO] - Lr: 6.363e-03 | Epoch: [31][220/372] | Time 0.323 | Data 0.051 | Loss 0.2093 | IoU 0.492 [2021-06-14 20:45:02,520][root][INFO] - Lr: 6.359e-03 | Epoch: [31][230/372] | Time 0.323 | Data 0.051 | Loss 0.2092 | IoU 0.492 [2021-06-14 20:45:05,729][root][INFO] - Lr: 6.356e-03 | Epoch: [31][240/372] | Time 0.323 | Data 0.051 | Loss 0.2091 | IoU 0.492 [2021-06-14 20:45:08,913][root][INFO] - Lr: 6.353e-03 | Epoch: [31][250/372] | Time 0.323 | Data 0.051 | Loss 0.2091 | IoU 0.492 [2021-06-14 20:45:12,116][root][INFO] - Lr: 6.350e-03 | Epoch: [31][260/372] | Time 0.323 | Data 0.050 | Loss 0.2090 | IoU 0.492 [2021-06-14 20:45:15,280][root][INFO] - Lr: 6.347e-03 | Epoch: [31][270/372] | Time 0.322 | Data 0.050 | Loss 0.2090 | IoU 0.492 [2021-06-14 20:45:18,488][root][INFO] - Lr: 6.344e-03 | Epoch: [31][280/372] | Time 0.322 | Data 0.050 | Loss 0.2089 | IoU 0.492 [2021-06-14 20:45:21,652][root][INFO] - Lr: 6.340e-03 | Epoch: [31][290/372] | Time 0.322 | Data 0.050 | Loss 0.2089 | IoU 0.492 [2021-06-14 20:45:24,849][root][INFO] - Lr: 6.337e-03 | Epoch: [31][300/372] | Time 0.322 | Data 0.050 | Loss 0.2088 | IoU 0.492 [2021-06-14 20:45:28,068][root][INFO] - Lr: 6.334e-03 | Epoch: [31][310/372] | Time 0.322 | Data 0.050 | Loss 0.2088 | IoU 0.492 [2021-06-14 20:45:31,244][root][INFO] - Lr: 6.331e-03 | Epoch: [31][320/372] | Time 0.322 | Data 0.050 | Loss 0.2087 | IoU 0.492 [2021-06-14 20:45:34,432][root][INFO] - Lr: 6.328e-03 | Epoch: [31][330/372] | Time 0.322 | Data 0.049 | Loss 0.2086 | IoU 0.492 [2021-06-14 20:45:37,640][root][INFO] - Lr: 6.324e-03 | Epoch: [31][340/372] | Time 0.322 | Data 0.049 | Loss 0.2086 | IoU 0.492 [2021-06-14 20:45:40,856][root][INFO] - Lr: 6.321e-03 | Epoch: [31][350/372] | Time 0.322 | Data 0.049 | Loss 0.2085 | IoU 0.492 [2021-06-14 20:45:44,036][root][INFO] - Lr: 6.318e-03 | Epoch: [31][360/372] | Time 0.322 | Data 0.049 | Loss 0.2085 | IoU 0.493 [2021-06-14 20:45:47,108][root][INFO] - Lr: 6.315e-03 | Epoch: [31][370/372] | Time 0.321 | Data 0.049 | Loss 0.2084 | IoU 0.493 [2021-06-14 20:45:49,061][root][INFO] - Lr: 6.314e-03 | Epoch: [32][0/372] | Time 1.490 | Data 1.205 | Loss 0.2084 | IoU 0.493 [2021-06-14 20:45:52,415][root][INFO] - Lr: 6.311e-03 | Epoch: [32][10/372] | Time 0.439 | Data 0.166 | Loss 0.2083 | IoU 0.493 [2021-06-14 20:45:55,611][root][INFO] - Lr: 6.308e-03 | Epoch: [32][20/372] | Time 0.383 | Data 0.108 | Loss 0.2083 | IoU 0.493 [2021-06-14 20:45:58,836][root][INFO] - Lr: 6.305e-03 | Epoch: [32][30/372] | Time 0.363 | Data 0.088 | Loss 0.2082 | IoU 0.493 [2021-06-14 20:46:02,057][root][INFO] - Lr: 6.302e-03 | Epoch: [32][40/372] | Time 0.354 | Data 0.078 | Loss 0.2082 | IoU 0.493 [2021-06-14 20:46:05,232][root][INFO] - Lr: 6.298e-03 | Epoch: [32][50/372] | Time 0.346 | Data 0.072 | Loss 0.2081 | IoU 0.493 [2021-06-14 20:46:08,480][root][INFO] - Lr: 6.295e-03 | Epoch: [32][60/372] | Time 0.343 | Data 0.069 | Loss 0.2080 | IoU 0.493 [2021-06-14 20:46:11,723][root][INFO] - Lr: 6.292e-03 | Epoch: [32][70/372] | Time 0.340 | Data 0.066 | Loss 0.2080 | IoU 0.493 [2021-06-14 20:46:14,967][root][INFO] - Lr: 6.289e-03 | Epoch: [32][80/372] | Time 0.338 | Data 0.064 | Loss 0.2079 | IoU 0.493 [2021-06-14 20:46:18,097][root][INFO] - Lr: 6.286e-03 | Epoch: [32][90/372] | Time 0.336 | Data 0.062 | Loss 0.2079 | IoU 0.493 [2021-06-14 20:46:21,284][root][INFO] - Lr: 6.282e-03 | Epoch: [32][100/372] | Time 0.334 | Data 0.060 | Loss 0.2078 | IoU 0.493 [2021-06-14 20:46:24,495][root][INFO] - Lr: 6.279e-03 | Epoch: [32][110/372] | Time 0.333 | Data 0.058 | Loss 0.2078 | IoU 0.493 [2021-06-14 20:46:27,637][root][INFO] - Lr: 6.276e-03 | Epoch: [32][120/372] | Time 0.331 | Data 0.057 | Loss 0.2077 | IoU 0.494 [2021-06-14 20:46:30,844][root][INFO] - Lr: 6.273e-03 | Epoch: [32][130/372] | Time 0.330 | Data 0.056 | Loss 0.2076 | IoU 0.494 [2021-06-14 20:46:34,044][root][INFO] - Lr: 6.270e-03 | Epoch: [32][140/372] | Time 0.330 | Data 0.056 | Loss 0.2076 | IoU 0.494 [2021-06-14 20:46:37,300][root][INFO] - Lr: 6.267e-03 | Epoch: [32][150/372] | Time 0.329 | Data 0.055 | Loss 0.2075 | IoU 0.494 [2021-06-14 20:46:40,485][root][INFO] - Lr: 6.263e-03 | Epoch: [32][160/372] | Time 0.329 | Data 0.055 | Loss 0.2075 | IoU 0.494 [2021-06-14 20:46:43,618][root][INFO] - Lr: 6.260e-03 | Epoch: [32][170/372] | Time 0.328 | Data 0.054 | Loss 0.2074 | IoU 0.494 [2021-06-14 20:46:46,765][root][INFO] - Lr: 6.257e-03 | Epoch: [32][180/372] | Time 0.327 | Data 0.053 | Loss 0.2074 | IoU 0.494 [2021-06-14 20:46:50,008][root][INFO] - Lr: 6.254e-03 | Epoch: [32][190/372] | Time 0.327 | Data 0.053 | Loss 0.2073 | IoU 0.494 [2021-06-14 20:46:53,140][root][INFO] - Lr: 6.251e-03 | Epoch: [32][200/372] | Time 0.326 | Data 0.052 | Loss 0.2073 | IoU 0.494 [2021-06-14 20:46:56,324][root][INFO] - Lr: 6.247e-03 | Epoch: [32][210/372] | Time 0.326 | Data 0.052 | Loss 0.2072 | IoU 0.494 [2021-06-14 20:46:59,523][root][INFO] - Lr: 6.244e-03 | Epoch: [32][220/372] | Time 0.326 | Data 0.052 | Loss 0.2071 | IoU 0.494 [2021-06-14 20:47:02,726][root][INFO] - Lr: 6.241e-03 | Epoch: [32][230/372] | Time 0.325 | Data 0.051 | Loss 0.2071 | IoU 0.494 [2021-06-14 20:47:05,901][root][INFO] - Lr: 6.238e-03 | Epoch: [32][240/372] | Time 0.325 | Data 0.051 | Loss 0.2071 | IoU 0.494 [2021-06-14 20:47:09,060][root][INFO] - Lr: 6.235e-03 | Epoch: [32][250/372] | Time 0.325 | Data 0.051 | Loss 0.2070 | IoU 0.494 [2021-06-14 20:47:12,280][root][INFO] - Lr: 6.231e-03 | Epoch: [32][260/372] | Time 0.325 | Data 0.051 | Loss 0.2069 | IoU 0.494 [2021-06-14 20:47:15,472][root][INFO] - Lr: 6.228e-03 | Epoch: [32][270/372] | Time 0.324 | Data 0.050 | Loss 0.2069 | IoU 0.495 [2021-06-14 20:47:18,654][root][INFO] - Lr: 6.225e-03 | Epoch: [32][280/372] | Time 0.324 | Data 0.050 | Loss 0.2068 | IoU 0.495 [2021-06-14 20:47:21,837][root][INFO] - Lr: 6.222e-03 | Epoch: [32][290/372] | Time 0.324 | Data 0.050 | Loss 0.2068 | IoU 0.495 [2021-06-14 20:47:25,064][root][INFO] - Lr: 6.219e-03 | Epoch: [32][300/372] | Time 0.324 | Data 0.050 | Loss 0.2067 | IoU 0.495 [2021-06-14 20:47:28,268][root][INFO] - Lr: 6.216e-03 | Epoch: [32][310/372] | Time 0.324 | Data 0.050 | Loss 0.2067 | IoU 0.495 [2021-06-14 20:47:31,484][root][INFO] - Lr: 6.212e-03 | Epoch: [32][320/372] | Time 0.324 | Data 0.050 | Loss 0.2066 | IoU 0.495 [2021-06-14 20:47:34,666][root][INFO] - Lr: 6.209e-03 | Epoch: [32][330/372] | Time 0.324 | Data 0.050 | Loss 0.2066 | IoU 0.495 [2021-06-14 20:47:37,809][root][INFO] - Lr: 6.206e-03 | Epoch: [32][340/372] | Time 0.323 | Data 0.049 | Loss 0.2065 | IoU 0.495 [2021-06-14 20:47:40,993][root][INFO] - Lr: 6.203e-03 | Epoch: [32][350/372] | Time 0.323 | Data 0.049 | Loss 0.2065 | IoU 0.495 [2021-06-14 20:47:44,197][root][INFO] - Lr: 6.200e-03 | Epoch: [32][360/372] | Time 0.323 | Data 0.049 | Loss 0.2064 | IoU 0.495 [2021-06-14 20:47:47,260][root][INFO] - Lr: 6.196e-03 | Epoch: [32][370/372] | Time 0.323 | Data 0.049 | Loss 0.2063 | IoU 0.495 [2021-06-14 20:47:49,285][root][INFO] - Lr: 6.196e-03 | Epoch: [33][0/372] | Time 1.554 | Data 1.261 | Loss 0.2063 | IoU 0.495 [2021-06-14 20:47:52,692][root][INFO] - Lr: 6.193e-03 | Epoch: [33][10/372] | Time 0.452 | Data 0.174 | Loss 0.2063 | IoU 0.495 [2021-06-14 20:47:55,890][root][INFO] - Lr: 6.189e-03 | Epoch: [33][20/372] | Time 0.388 | Data 0.113 | Loss 0.2062 | IoU 0.495 [2021-06-14 20:47:59,120][root][INFO] - Lr: 6.186e-03 | Epoch: [33][30/372] | Time 0.368 | Data 0.093 | Loss 0.2062 | IoU 0.495 [2021-06-14 20:48:02,221][root][INFO] - Lr: 6.183e-03 | Epoch: [33][40/372] | Time 0.354 | Data 0.080 | Loss 0.2061 | IoU 0.496 [2021-06-14 20:48:05,392][root][INFO] - Lr: 6.180e-03 | Epoch: [33][50/372] | Time 0.347 | Data 0.072 | Loss 0.2061 | IoU 0.496 [2021-06-14 20:48:08,608][root][INFO] - Lr: 6.177e-03 | Epoch: [33][60/372] | Time 0.343 | Data 0.068 | Loss 0.2060 | IoU 0.496 [2021-06-14 20:48:11,757][root][INFO] - Lr: 6.173e-03 | Epoch: [33][70/372] | Time 0.339 | Data 0.065 | Loss 0.2060 | IoU 0.496 [2021-06-14 20:48:14,920][root][INFO] - Lr: 6.170e-03 | Epoch: [33][80/372] | Time 0.336 | Data 0.062 | Loss 0.2059 | IoU 0.496 [2021-06-14 20:48:18,105][root][INFO] - Lr: 6.167e-03 | Epoch: [33][90/372] | Time 0.334 | Data 0.060 | Loss 0.2058 | IoU 0.496 [2021-06-14 20:48:21,321][root][INFO] - Lr: 6.164e-03 | Epoch: [33][100/372] | Time 0.333 | Data 0.058 | Loss 0.2058 | IoU 0.496 [2021-06-14 20:48:24,488][root][INFO] - Lr: 6.161e-03 | Epoch: [33][110/372] | Time 0.331 | Data 0.057 | Loss 0.2057 | IoU 0.496 [2021-06-14 20:48:27,708][root][INFO] - Lr: 6.157e-03 | Epoch: [33][120/372] | Time 0.330 | Data 0.057 | Loss 0.2057 | IoU 0.496 [2021-06-14 20:48:30,854][root][INFO] - Lr: 6.154e-03 | Epoch: [33][130/372] | Time 0.329 | Data 0.056 | Loss 0.2056 | IoU 0.496 [2021-06-14 20:48:34,049][root][INFO] - Lr: 6.151e-03 | Epoch: [33][140/372] | Time 0.329 | Data 0.055 | Loss 0.2056 | IoU 0.496 [2021-06-14 20:48:37,209][root][INFO] - Lr: 6.148e-03 | Epoch: [33][150/372] | Time 0.328 | Data 0.054 | Loss 0.2055 | IoU 0.496 [2021-06-14 20:48:40,356][root][INFO] - Lr: 6.145e-03 | Epoch: [33][160/372] | Time 0.327 | Data 0.053 | Loss 0.2055 | IoU 0.496 [2021-06-14 20:48:43,547][root][INFO] - Lr: 6.142e-03 | Epoch: [33][170/372] | Time 0.327 | Data 0.053 | Loss 0.2054 | IoU 0.496 [2021-06-14 20:48:46,737][root][INFO] - Lr: 6.138e-03 | Epoch: [33][180/372] | Time 0.326 | Data 0.053 | Loss 0.2054 | IoU 0.496 [2021-06-14 20:48:49,945][root][INFO] - Lr: 6.135e-03 | Epoch: [33][190/372] | Time 0.326 | Data 0.052 | Loss 0.2053 | IoU 0.497 [2021-06-14 20:48:53,187][root][INFO] - Lr: 6.132e-03 | Epoch: [33][200/372] | Time 0.326 | Data 0.052 | Loss 0.2052 | IoU 0.497 [2021-06-14 20:48:56,365][root][INFO] - Lr: 6.129e-03 | Epoch: [33][210/372] | Time 0.325 | Data 0.052 | Loss 0.2052 | IoU 0.497 [2021-06-14 20:48:59,588][root][INFO] - Lr: 6.126e-03 | Epoch: [33][220/372] | Time 0.325 | Data 0.052 | Loss 0.2051 | IoU 0.497 [2021-06-14 20:49:02,763][root][INFO] - Lr: 6.122e-03 | Epoch: [33][230/372] | Time 0.325 | Data 0.051 | Loss 0.2051 | IoU 0.497 [2021-06-14 20:49:05,980][root][INFO] - Lr: 6.119e-03 | Epoch: [33][240/372] | Time 0.325 | Data 0.051 | Loss 0.2050 | IoU 0.497 [2021-06-14 20:49:09,204][root][INFO] - Lr: 6.116e-03 | Epoch: [33][250/372] | Time 0.325 | Data 0.051 | Loss 0.2050 | IoU 0.497 [2021-06-14 20:49:12,433][root][INFO] - Lr: 6.113e-03 | Epoch: [33][260/372] | Time 0.324 | Data 0.051 | Loss 0.2049 | IoU 0.497 [2021-06-14 20:49:15,555][root][INFO] - Lr: 6.110e-03 | Epoch: [33][270/372] | Time 0.324 | Data 0.051 | Loss 0.2049 | IoU 0.497 [2021-06-14 20:49:18,709][root][INFO] - Lr: 6.106e-03 | Epoch: [33][280/372] | Time 0.324 | Data 0.050 | Loss 0.2048 | IoU 0.497 [2021-06-14 20:49:21,916][root][INFO] - Lr: 6.103e-03 | Epoch: [33][290/372] | Time 0.324 | Data 0.050 | Loss 0.2048 | IoU 0.497 [2021-06-14 20:49:25,080][root][INFO] - Lr: 6.100e-03 | Epoch: [33][300/372] | Time 0.323 | Data 0.050 | Loss 0.2047 | IoU 0.497 [2021-06-14 20:49:28,274][root][INFO] - Lr: 6.097e-03 | Epoch: [33][310/372] | Time 0.323 | Data 0.050 | Loss 0.2047 | IoU 0.497 [2021-06-14 20:49:31,442][root][INFO] - Lr: 6.094e-03 | Epoch: [33][320/372] | Time 0.323 | Data 0.050 | Loss 0.2046 | IoU 0.497 [2021-06-14 20:49:34,599][root][INFO] - Lr: 6.090e-03 | Epoch: [33][330/372] | Time 0.323 | Data 0.050 | Loss 0.2046 | IoU 0.497 [2021-06-14 20:49:37,802][root][INFO] - Lr: 6.087e-03 | Epoch: [33][340/372] | Time 0.323 | Data 0.049 | Loss 0.2045 | IoU 0.497 [2021-06-14 20:49:40,970][root][INFO] - Lr: 6.084e-03 | Epoch: [33][350/372] | Time 0.323 | Data 0.049 | Loss 0.2045 | IoU 0.498 [2021-06-14 20:49:44,234][root][INFO] - Lr: 6.081e-03 | Epoch: [33][360/372] | Time 0.323 | Data 0.049 | Loss 0.2044 | IoU 0.498 [2021-06-14 20:49:47,288][root][INFO] - Lr: 6.078e-03 | Epoch: [33][370/372] | Time 0.322 | Data 0.049 | Loss 0.2044 | IoU 0.498 [2021-06-14 20:49:49,259][root][INFO] - Lr: 6.077e-03 | Epoch: [34][0/372] | Time 1.519 | Data 1.236 | Loss 0.2044 | IoU 0.498 [2021-06-14 20:49:52,532][root][INFO] - Lr: 6.074e-03 | Epoch: [34][10/372] | Time 0.436 | Data 0.156 | Loss 0.2043 | IoU 0.498 [2021-06-14 20:49:55,694][root][INFO] - Lr: 6.071e-03 | Epoch: [34][20/372] | Time 0.380 | Data 0.104 | Loss 0.2042 | IoU 0.498 [2021-06-14 20:49:58,846][root][INFO] - Lr: 6.067e-03 | Epoch: [34][30/372] | Time 0.358 | Data 0.084 | Loss 0.2042 | IoU 0.498 [2021-06-14 20:50:02,049][root][INFO] - Lr: 6.064e-03 | Epoch: [34][40/372] | Time 0.349 | Data 0.075 | Loss 0.2041 | IoU 0.498 [2021-06-14 20:50:05,198][root][INFO] - Lr: 6.061e-03 | Epoch: [34][50/372] | Time 0.343 | Data 0.069 | Loss 0.2041 | IoU 0.498 [2021-06-14 20:50:08,380][root][INFO] - Lr: 6.058e-03 | Epoch: [34][60/372] | Time 0.338 | Data 0.065 | Loss 0.2040 | IoU 0.498 [2021-06-14 20:50:11,651][root][INFO] - Lr: 6.055e-03 | Epoch: [34][70/372] | Time 0.337 | Data 0.063 | Loss 0.2040 | IoU 0.498 [2021-06-14 20:50:14,874][root][INFO] - Lr: 6.051e-03 | Epoch: [34][80/372] | Time 0.335 | Data 0.062 | Loss 0.2039 | IoU 0.498 [2021-06-14 20:50:18,000][root][INFO] - Lr: 6.048e-03 | Epoch: [34][90/372] | Time 0.332 | Data 0.059 | Loss 0.2039 | IoU 0.498 [2021-06-14 20:50:21,151][root][INFO] - Lr: 6.045e-03 | Epoch: [34][100/372] | Time 0.331 | Data 0.058 | Loss 0.2038 | IoU 0.498 [2021-06-14 20:50:24,362][root][INFO] - Lr: 6.042e-03 | Epoch: [34][110/372] | Time 0.330 | Data 0.057 | Loss 0.2038 | IoU 0.498 [2021-06-14 20:50:27,529][root][INFO] - Lr: 6.039e-03 | Epoch: [34][120/372] | Time 0.329 | Data 0.055 | Loss 0.2037 | IoU 0.498 [2021-06-14 20:50:30,728][root][INFO] - Lr: 6.035e-03 | Epoch: [34][130/372] | Time 0.328 | Data 0.055 | Loss 0.2037 | IoU 0.498 [2021-06-14 20:50:33,997][root][INFO] - Lr: 6.032e-03 | Epoch: [34][140/372] | Time 0.328 | Data 0.054 | Loss 0.2036 | IoU 0.499 [2021-06-14 20:50:37,187][root][INFO] - Lr: 6.029e-03 | Epoch: [34][150/372] | Time 0.328 | Data 0.054 | Loss 0.2036 | IoU 0.499 [2021-06-14 20:50:40,347][root][INFO] - Lr: 6.026e-03 | Epoch: [34][160/372] | Time 0.327 | Data 0.053 | Loss 0.2035 | IoU 0.499 [2021-06-14 20:50:43,536][root][INFO] - Lr: 6.023e-03 | Epoch: [34][170/372] | Time 0.326 | Data 0.053 | Loss 0.2035 | IoU 0.499 [2021-06-14 20:50:46,688][root][INFO] - Lr: 6.019e-03 | Epoch: [34][180/372] | Time 0.326 | Data 0.052 | Loss 0.2034 | IoU 0.499 [2021-06-14 20:50:49,912][root][INFO] - Lr: 6.016e-03 | Epoch: [34][190/372] | Time 0.326 | Data 0.052 | Loss 0.2034 | IoU 0.499 [2021-06-14 20:50:53,105][root][INFO] - Lr: 6.013e-03 | Epoch: [34][200/372] | Time 0.325 | Data 0.052 | Loss 0.2033 | IoU 0.499 [2021-06-14 20:50:56,282][root][INFO] - Lr: 6.010e-03 | Epoch: [34][210/372] | Time 0.325 | Data 0.051 | Loss 0.2033 | IoU 0.499 [2021-06-14 20:50:59,507][root][INFO] - Lr: 6.007e-03 | Epoch: [34][220/372] | Time 0.325 | Data 0.051 | Loss 0.2032 | IoU 0.499 [2021-06-14 20:51:02,672][root][INFO] - Lr: 6.003e-03 | Epoch: [34][230/372] | Time 0.324 | Data 0.051 | Loss 0.2032 | IoU 0.499 [2021-06-14 20:51:05,852][root][INFO] - Lr: 6.000e-03 | Epoch: [34][240/372] | Time 0.324 | Data 0.051 | Loss 0.2031 | IoU 0.499 [2021-06-14 20:51:09,060][root][INFO] - Lr: 5.997e-03 | Epoch: [34][250/372] | Time 0.324 | Data 0.050 | Loss 0.2031 | IoU 0.499 [2021-06-14 20:51:12,251][root][INFO] - Lr: 5.994e-03 | Epoch: [34][260/372] | Time 0.324 | Data 0.050 | Loss 0.2030 | IoU 0.499 [2021-06-14 20:51:15,446][root][INFO] - Lr: 5.991e-03 | Epoch: [34][270/372] | Time 0.324 | Data 0.050 | Loss 0.2030 | IoU 0.499 [2021-06-14 20:51:18,587][root][INFO] - Lr: 5.987e-03 | Epoch: [34][280/372] | Time 0.323 | Data 0.050 | Loss 0.2029 | IoU 0.500 [2021-06-14 20:51:21,762][root][INFO] - Lr: 5.984e-03 | Epoch: [34][290/372] | Time 0.323 | Data 0.050 | Loss 0.2028 | IoU 0.500 [2021-06-14 20:51:24,970][root][INFO] - Lr: 5.981e-03 | Epoch: [34][300/372] | Time 0.323 | Data 0.050 | Loss 0.2028 | IoU 0.500 [2021-06-14 20:51:28,109][root][INFO] - Lr: 5.978e-03 | Epoch: [34][310/372] | Time 0.323 | Data 0.049 | Loss 0.2027 | IoU 0.500 [2021-06-14 20:51:31,281][root][INFO] - Lr: 5.975e-03 | Epoch: [34][320/372] | Time 0.323 | Data 0.049 | Loss 0.2027 | IoU 0.500 [2021-06-14 20:51:34,530][root][INFO] - Lr: 5.971e-03 | Epoch: [34][330/372] | Time 0.323 | Data 0.049 | Loss 0.2026 | IoU 0.500 [2021-06-14 20:51:37,655][root][INFO] - Lr: 5.968e-03 | Epoch: [34][340/372] | Time 0.322 | Data 0.049 | Loss 0.2026 | IoU 0.500 [2021-06-14 20:51:40,804][root][INFO] - Lr: 5.965e-03 | Epoch: [34][350/372] | Time 0.322 | Data 0.049 | Loss 0.2025 | IoU 0.500 [2021-06-14 20:51:43,936][root][INFO] - Lr: 5.962e-03 | Epoch: [34][360/372] | Time 0.322 | Data 0.048 | Loss 0.2025 | IoU 0.500 [2021-06-14 20:51:46,964][root][INFO] - Lr: 5.959e-03 | Epoch: [34][370/372] | Time 0.321 | Data 0.048 | Loss 0.2024 | IoU 0.500 [2021-06-14 20:51:48,994][root][INFO] - Lr: 5.958e-03 | Epoch: [35][0/372] | Time 1.518 | Data 1.245 | Loss 0.2024 | IoU 0.500 [2021-06-14 20:51:52,416][root][INFO] - Lr: 5.955e-03 | Epoch: [35][10/372] | Time 0.449 | Data 0.177 | Loss 0.2024 | IoU 0.500 [2021-06-14 20:51:55,666][root][INFO] - Lr: 5.952e-03 | Epoch: [35][20/372] | Time 0.391 | Data 0.119 | Loss 0.2023 | IoU 0.500 [2021-06-14 20:51:58,882][root][INFO] - Lr: 5.948e-03 | Epoch: [35][30/372] | Time 0.369 | Data 0.096 | Loss 0.2023 | IoU 0.500 [2021-06-14 20:52:02,060][root][INFO] - Lr: 5.945e-03 | Epoch: [35][40/372] | Time 0.357 | Data 0.084 | Loss 0.2022 | IoU 0.500 [2021-06-14 20:52:05,272][root][INFO] - Lr: 5.942e-03 | Epoch: [35][50/372] | Time 0.350 | Data 0.077 | Loss 0.2022 | IoU 0.500 [2021-06-14 20:52:08,453][root][INFO] - Lr: 5.939e-03 | Epoch: [35][60/372] | Time 0.345 | Data 0.072 | Loss 0.2021 | IoU 0.501 [2021-06-14 20:52:11,555][root][INFO] - Lr: 5.936e-03 | Epoch: [35][70/372] | Time 0.340 | Data 0.067 | Loss 0.2021 | IoU 0.501 [2021-06-14 20:52:14,765][root][INFO] - Lr: 5.932e-03 | Epoch: [35][80/372] | Time 0.337 | Data 0.064 | Loss 0.2020 | IoU 0.501 [2021-06-14 20:52:17,965][root][INFO] - Lr: 5.929e-03 | Epoch: [35][90/372] | Time 0.336 | Data 0.062 | Loss 0.2020 | IoU 0.501 [2021-06-14 20:52:21,115][root][INFO] - Lr: 5.926e-03 | Epoch: [35][100/372] | Time 0.334 | Data 0.060 | Loss 0.2019 | IoU 0.501 [2021-06-14 20:52:24,335][root][INFO] - Lr: 5.923e-03 | Epoch: [35][110/372] | Time 0.333 | Data 0.059 | Loss 0.2019 | IoU 0.501 [2021-06-14 20:52:27,547][root][INFO] - Lr: 5.920e-03 | Epoch: [35][120/372] | Time 0.332 | Data 0.058 | Loss 0.2018 | IoU 0.501 [2021-06-14 20:52:30,725][root][INFO] - Lr: 5.916e-03 | Epoch: [35][130/372] | Time 0.331 | Data 0.057 | Loss 0.2018 | IoU 0.501 [2021-06-14 20:52:33,961][root][INFO] - Lr: 5.913e-03 | Epoch: [35][140/372] | Time 0.330 | Data 0.056 | Loss 0.2017 | IoU 0.501 [2021-06-14 20:52:37,123][root][INFO] - Lr: 5.910e-03 | Epoch: [35][150/372] | Time 0.329 | Data 0.055 | Loss 0.2017 | IoU 0.501 [2021-06-14 20:52:40,294][root][INFO] - Lr: 5.907e-03 | Epoch: [35][160/372] | Time 0.328 | Data 0.055 | Loss 0.2016 | IoU 0.501 [2021-06-14 20:52:43,519][root][INFO] - Lr: 5.903e-03 | Epoch: [35][170/372] | Time 0.328 | Data 0.054 | Loss 0.2016 | IoU 0.501 [2021-06-14 20:52:46,684][root][INFO] - Lr: 5.900e-03 | Epoch: [35][180/372] | Time 0.327 | Data 0.053 | Loss 0.2015 | IoU 0.501 [2021-06-14 20:52:49,882][root][INFO] - Lr: 5.897e-03 | Epoch: [35][190/372] | Time 0.327 | Data 0.053 | Loss 0.2015 | IoU 0.501 [2021-06-14 20:52:53,026][root][INFO] - Lr: 5.894e-03 | Epoch: [35][200/372] | Time 0.326 | Data 0.053 | Loss 0.2014 | IoU 0.501 [2021-06-14 20:52:56,132][root][INFO] - Lr: 5.891e-03 | Epoch: [35][210/372] | Time 0.326 | Data 0.052 | Loss 0.2014 | IoU 0.501 [2021-06-14 20:52:59,322][root][INFO] - Lr: 5.887e-03 | Epoch: [35][220/372] | Time 0.325 | Data 0.052 | Loss 0.2013 | IoU 0.502 [2021-06-14 20:53:02,509][root][INFO] - Lr: 5.884e-03 | Epoch: [35][230/372] | Time 0.325 | Data 0.051 | Loss 0.2013 | IoU 0.502 [2021-06-14 20:53:05,742][root][INFO] - Lr: 5.881e-03 | Epoch: [35][240/372] | Time 0.325 | Data 0.051 | Loss 0.2013 | IoU 0.502 [2021-06-14 20:53:08,865][root][INFO] - Lr: 5.878e-03 | Epoch: [35][250/372] | Time 0.324 | Data 0.051 | Loss 0.2012 | IoU 0.502 [2021-06-14 20:53:12,049][root][INFO] - Lr: 5.875e-03 | Epoch: [35][260/372] | Time 0.324 | Data 0.051 | Loss 0.2012 | IoU 0.502 [2021-06-14 20:53:15,184][root][INFO] - Lr: 5.871e-03 | Epoch: [35][270/372] | Time 0.324 | Data 0.050 | Loss 0.2011 | IoU 0.502 [2021-06-14 20:53:18,295][root][INFO] - Lr: 5.868e-03 | Epoch: [35][280/372] | Time 0.323 | Data 0.050 | Loss 0.2011 | IoU 0.502 [2021-06-14 20:53:21,483][root][INFO] - Lr: 5.865e-03 | Epoch: [35][290/372] | Time 0.323 | Data 0.050 | Loss 0.2010 | IoU 0.502 [2021-06-14 20:53:24,691][root][INFO] - Lr: 5.862e-03 | Epoch: [35][300/372] | Time 0.323 | Data 0.050 | Loss 0.2010 | IoU 0.502 [2021-06-14 20:53:27,894][root][INFO] - Lr: 5.859e-03 | Epoch: [35][310/372] | Time 0.323 | Data 0.050 | Loss 0.2009 | IoU 0.502 [2021-06-14 20:53:31,053][root][INFO] - Lr: 5.855e-03 | Epoch: [35][320/372] | Time 0.323 | Data 0.049 | Loss 0.2009 | IoU 0.502 [2021-06-14 20:53:34,265][root][INFO] - Lr: 5.852e-03 | Epoch: [35][330/372] | Time 0.323 | Data 0.049 | Loss 0.2008 | IoU 0.502 [2021-06-14 20:53:37,436][root][INFO] - Lr: 5.849e-03 | Epoch: [35][340/372] | Time 0.323 | Data 0.049 | Loss 0.2008 | IoU 0.502 [2021-06-14 20:53:40,672][root][INFO] - Lr: 5.846e-03 | Epoch: [35][350/372] | Time 0.323 | Data 0.049 | Loss 0.2007 | IoU 0.502 [2021-06-14 20:53:43,945][root][INFO] - Lr: 5.843e-03 | Epoch: [35][360/372] | Time 0.323 | Data 0.049 | Loss 0.2007 | IoU 0.502 [2021-06-14 20:53:46,977][root][INFO] - Lr: 5.839e-03 | Epoch: [35][370/372] | Time 0.322 | Data 0.049 | Loss 0.2006 | IoU 0.502 [2021-06-14 20:53:47,723][root][INFO] - 0/500 [2021-06-14 20:53:47,880][root][INFO] - 1/500 [2021-06-14 20:53:47,954][root][INFO] - 2/500 [2021-06-14 20:53:48,030][root][INFO] - 3/500 [2021-06-14 20:53:48,103][root][INFO] - 4/500 [2021-06-14 20:53:48,188][root][INFO] - 5/500 [2021-06-14 20:53:48,262][root][INFO] - 6/500 [2021-06-14 20:53:48,339][root][INFO] - 7/500 [2021-06-14 20:53:48,417][root][INFO] - 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495/500 [2021-06-14 20:54:22,305][root][INFO] - 496/500 [2021-06-14 20:54:22,347][root][INFO] - 497/500 [2021-06-14 20:54:22,390][root][INFO] - 498/500 [2021-06-14 20:54:22,433][root][INFO] - 499/500 [2021-06-14 20:54:22,575][root][INFO] - Validation set: Time avg per batch 0.070 Loss avg 0.2788 IoU avg 0.542 [2021-06-14 20:54:24,089][root][INFO] - Lr: 5.839e-03 | Epoch: [36][0/372] | Time 1.442 | Data 1.142 | Loss 0.2006 | IoU 0.502 [2021-06-14 20:54:27,453][root][INFO] - Lr: 5.835e-03 | Epoch: [36][10/372] | Time 0.438 | Data 0.157 | Loss 0.2005 | IoU 0.503 [2021-06-14 20:54:30,608][root][INFO] - Lr: 5.832e-03 | Epoch: [36][20/372] | Time 0.380 | Data 0.104 | Loss 0.2005 | IoU 0.503 [2021-06-14 20:54:33,709][root][INFO] - Lr: 5.829e-03 | Epoch: [36][30/372] | Time 0.358 | Data 0.082 | Loss 0.2005 | IoU 0.503 [2021-06-14 20:54:36,945][root][INFO] - Lr: 5.826e-03 | Epoch: [36][40/372] | Time 0.349 | Data 0.074 | Loss 0.2004 | IoU 0.503 [2021-06-14 20:54:40,060][root][INFO] - Lr: 5.823e-03 | Epoch: [36][50/372] | Time 0.342 | Data 0.068 | Loss 0.2004 | IoU 0.503 [2021-06-14 20:54:43,252][root][INFO] - Lr: 5.819e-03 | Epoch: [36][60/372] | Time 0.338 | Data 0.064 | Loss 0.2003 | IoU 0.503 [2021-06-14 20:54:46,478][root][INFO] - Lr: 5.816e-03 | Epoch: [36][70/372] | Time 0.336 | Data 0.062 | Loss 0.2003 | IoU 0.503 [2021-06-14 20:54:49,676][root][INFO] - Lr: 5.813e-03 | Epoch: [36][80/372] | Time 0.334 | Data 0.061 | Loss 0.2002 | IoU 0.503 [2021-06-14 20:54:52,902][root][INFO] - Lr: 5.810e-03 | Epoch: [36][90/372] | Time 0.333 | Data 0.059 | Loss 0.2002 | IoU 0.503 [2021-06-14 20:54:56,111][root][INFO] - Lr: 5.807e-03 | Epoch: [36][100/372] | Time 0.332 | Data 0.058 | Loss 0.2001 | IoU 0.503 [2021-06-14 20:54:59,356][root][INFO] - Lr: 5.803e-03 | Epoch: [36][110/372] | Time 0.331 | Data 0.057 | Loss 0.2001 | IoU 0.503 [2021-06-14 20:55:02,545][root][INFO] - Lr: 5.800e-03 | Epoch: [36][120/372] | Time 0.330 | Data 0.056 | Loss 0.2000 | IoU 0.503 [2021-06-14 20:55:05,664][root][INFO] - Lr: 5.797e-03 | Epoch: [36][130/372] | Time 0.329 | Data 0.055 | Loss 0.2000 | IoU 0.503 [2021-06-14 20:55:08,805][root][INFO] - Lr: 5.794e-03 | Epoch: [36][140/372] | Time 0.327 | Data 0.054 | Loss 0.1999 | IoU 0.503 [2021-06-14 20:55:12,007][root][INFO] - Lr: 5.790e-03 | Epoch: [36][150/372] | Time 0.327 | Data 0.054 | Loss 0.1999 | IoU 0.503 [2021-06-14 20:55:15,240][root][INFO] - Lr: 5.787e-03 | Epoch: [36][160/372] | Time 0.327 | Data 0.054 | Loss 0.1998 | IoU 0.503 [2021-06-14 20:55:18,424][root][INFO] - Lr: 5.784e-03 | Epoch: [36][170/372] | Time 0.326 | Data 0.053 | Loss 0.1998 | IoU 0.504 [2021-06-14 20:55:21,757][root][INFO] - Lr: 5.781e-03 | Epoch: [36][180/372] | Time 0.327 | Data 0.053 | Loss 0.1997 | IoU 0.504 [2021-06-14 20:55:24,890][root][INFO] - Lr: 5.778e-03 | Epoch: [36][190/372] | Time 0.326 | Data 0.052 | Loss 0.1997 | IoU 0.504 [2021-06-14 20:55:28,081][root][INFO] - Lr: 5.774e-03 | Epoch: [36][200/372] | Time 0.326 | Data 0.052 | Loss 0.1996 | IoU 0.504 [2021-06-14 20:55:31,256][root][INFO] - Lr: 5.771e-03 | Epoch: [36][210/372] | Time 0.325 | Data 0.052 | Loss 0.1996 | IoU 0.504 [2021-06-14 20:55:34,462][root][INFO] - Lr: 5.768e-03 | Epoch: [36][220/372] | Time 0.325 | Data 0.051 | Loss 0.1995 | IoU 0.504 [2021-06-14 20:55:37,596][root][INFO] - Lr: 5.765e-03 | Epoch: [36][230/372] | Time 0.325 | Data 0.051 | Loss 0.1995 | IoU 0.504 [2021-06-14 20:55:40,768][root][INFO] - Lr: 5.762e-03 | Epoch: [36][240/372] | Time 0.324 | Data 0.051 | Loss 0.1994 | IoU 0.504 [2021-06-14 20:55:43,957][root][INFO] - Lr: 5.758e-03 | Epoch: [36][250/372] | Time 0.324 | Data 0.050 | Loss 0.1994 | IoU 0.504 [2021-06-14 20:55:47,114][root][INFO] - Lr: 5.755e-03 | Epoch: [36][260/372] | Time 0.324 | Data 0.050 | Loss 0.1993 | IoU 0.504 [2021-06-14 20:55:50,285][root][INFO] - Lr: 5.752e-03 | Epoch: [36][270/372] | Time 0.323 | Data 0.050 | Loss 0.1993 | IoU 0.504 [2021-06-14 20:55:53,500][root][INFO] - Lr: 5.749e-03 | Epoch: [36][280/372] | Time 0.323 | Data 0.050 | Loss 0.1992 | IoU 0.504 [2021-06-14 20:55:56,698][root][INFO] - Lr: 5.745e-03 | Epoch: [36][290/372] | Time 0.323 | Data 0.050 | Loss 0.1992 | IoU 0.504 [2021-06-14 20:55:59,945][root][INFO] - Lr: 5.742e-03 | Epoch: [36][300/372] | Time 0.323 | Data 0.050 | Loss 0.1992 | IoU 0.504 [2021-06-14 20:56:03,137][root][INFO] - Lr: 5.739e-03 | Epoch: [36][310/372] | Time 0.323 | Data 0.050 | Loss 0.1991 | IoU 0.504 [2021-06-14 20:56:06,376][root][INFO] - Lr: 5.736e-03 | Epoch: [36][320/372] | Time 0.323 | Data 0.050 | Loss 0.1991 | IoU 0.504 [2021-06-14 20:56:09,543][root][INFO] - Lr: 5.733e-03 | Epoch: [36][330/372] | Time 0.323 | Data 0.049 | Loss 0.1990 | IoU 0.504 [2021-06-14 20:56:12,726][root][INFO] - Lr: 5.729e-03 | Epoch: [36][340/372] | Time 0.323 | Data 0.049 | Loss 0.1990 | IoU 0.505 [2021-06-14 20:56:15,918][root][INFO] - Lr: 5.726e-03 | Epoch: [36][350/372] | Time 0.323 | Data 0.049 | Loss 0.1989 | IoU 0.505 [2021-06-14 20:56:19,106][root][INFO] - Lr: 5.723e-03 | Epoch: [36][360/372] | Time 0.323 | Data 0.049 | Loss 0.1989 | IoU 0.505 [2021-06-14 20:56:22,186][root][INFO] - Lr: 5.720e-03 | Epoch: [36][370/372] | Time 0.322 | Data 0.049 | Loss 0.1988 | IoU 0.505 [2021-06-14 20:56:23,919][root][INFO] - Lr: 5.719e-03 | Epoch: [37][0/372] | Time 1.242 | Data 0.954 | Loss 0.1988 | IoU 0.505 [2021-06-14 20:56:27,374][root][INFO] - Lr: 5.716e-03 | Epoch: [37][10/372] | Time 0.429 | Data 0.147 | Loss 0.1988 | IoU 0.505 [2021-06-14 20:56:30,627][root][INFO] - Lr: 5.713e-03 | Epoch: [37][20/372] | Time 0.379 | Data 0.100 | Loss 0.1987 | IoU 0.505 [2021-06-14 20:56:33,799][root][INFO] - Lr: 5.709e-03 | Epoch: [37][30/372] | Time 0.360 | Data 0.083 | Loss 0.1987 | IoU 0.505 [2021-06-14 20:56:36,990][root][INFO] - Lr: 5.706e-03 | Epoch: [37][40/372] | Time 0.350 | Data 0.073 | Loss 0.1986 | IoU 0.505 [2021-06-14 20:56:40,138][root][INFO] - Lr: 5.703e-03 | Epoch: [37][50/372] | Time 0.343 | Data 0.067 | Loss 0.1986 | IoU 0.505 [2021-06-14 20:56:43,299][root][INFO] - Lr: 5.700e-03 | Epoch: [37][60/372] | Time 0.339 | Data 0.063 | Loss 0.1985 | IoU 0.505 [2021-06-14 20:56:46,450][root][INFO] - Lr: 5.697e-03 | Epoch: [37][70/372] | Time 0.335 | Data 0.060 | Loss 0.1985 | IoU 0.505 [2021-06-14 20:56:49,652][root][INFO] - Lr: 5.693e-03 | Epoch: [37][80/372] | Time 0.333 | Data 0.058 | Loss 0.1985 | IoU 0.505 [2021-06-14 20:56:52,897][root][INFO] - Lr: 5.690e-03 | Epoch: [37][90/372] | Time 0.332 | Data 0.058 | Loss 0.1984 | IoU 0.505 [2021-06-14 20:56:56,066][root][INFO] - Lr: 5.687e-03 | Epoch: [37][100/372] | Time 0.331 | Data 0.056 | Loss 0.1984 | IoU 0.505 [2021-06-14 20:56:59,228][root][INFO] - Lr: 5.684e-03 | Epoch: [37][110/372] | Time 0.330 | Data 0.055 | Loss 0.1983 | IoU 0.505 [2021-06-14 20:57:02,396][root][INFO] - Lr: 5.680e-03 | Epoch: [37][120/372] | Time 0.328 | Data 0.054 | Loss 0.1983 | IoU 0.505 [2021-06-14 20:57:05,581][root][INFO] - Lr: 5.677e-03 | Epoch: [37][130/372] | Time 0.328 | Data 0.053 | Loss 0.1982 | IoU 0.506 [2021-06-14 20:57:08,708][root][INFO] - Lr: 5.674e-03 | Epoch: [37][140/372] | Time 0.327 | Data 0.052 | Loss 0.1982 | IoU 0.506 [2021-06-14 20:57:11,866][root][INFO] - Lr: 5.671e-03 | Epoch: [37][150/372] | Time 0.326 | Data 0.052 | Loss 0.1981 | IoU 0.506 [2021-06-14 20:57:15,057][root][INFO] - Lr: 5.668e-03 | Epoch: [37][160/372] | Time 0.325 | Data 0.051 | Loss 0.1981 | IoU 0.506 [2021-06-14 20:57:18,272][root][INFO] - Lr: 5.664e-03 | Epoch: [37][170/372] | Time 0.325 | Data 0.051 | Loss 0.1980 | IoU 0.506 [2021-06-14 20:57:21,481][root][INFO] - Lr: 5.661e-03 | Epoch: [37][180/372] | Time 0.325 | Data 0.051 | Loss 0.1980 | IoU 0.506 [2021-06-14 20:57:24,644][root][INFO] - Lr: 5.658e-03 | Epoch: [37][190/372] | Time 0.325 | Data 0.051 | Loss 0.1979 | IoU 0.506 [2021-06-14 20:57:27,846][root][INFO] - Lr: 5.655e-03 | Epoch: [37][200/372] | Time 0.324 | Data 0.050 | Loss 0.1979 | IoU 0.506 [2021-06-14 20:57:31,058][root][INFO] - Lr: 5.651e-03 | Epoch: [37][210/372] | Time 0.324 | Data 0.050 | Loss 0.1978 | IoU 0.506 [2021-06-14 20:57:34,229][root][INFO] - Lr: 5.648e-03 | Epoch: [37][220/372] | Time 0.324 | Data 0.050 | Loss 0.1978 | IoU 0.506 [2021-06-14 20:57:37,450][root][INFO] - Lr: 5.645e-03 | Epoch: [37][230/372] | Time 0.324 | Data 0.050 | Loss 0.1977 | IoU 0.506 [2021-06-14 20:57:40,682][root][INFO] - Lr: 5.642e-03 | Epoch: [37][240/372] | Time 0.324 | Data 0.049 | Loss 0.1977 | IoU 0.506 [2021-06-14 20:57:43,860][root][INFO] - Lr: 5.639e-03 | Epoch: [37][250/372] | Time 0.324 | Data 0.049 | Loss 0.1976 | IoU 0.506 [2021-06-14 20:57:47,023][root][INFO] - Lr: 5.635e-03 | Epoch: [37][260/372] | Time 0.323 | Data 0.049 | Loss 0.1976 | IoU 0.506 [2021-06-14 20:57:50,149][root][INFO] - Lr: 5.632e-03 | Epoch: [37][270/372] | Time 0.323 | Data 0.049 | Loss 0.1976 | IoU 0.506 [2021-06-14 20:57:53,320][root][INFO] - Lr: 5.629e-03 | Epoch: [37][280/372] | Time 0.323 | Data 0.049 | Loss 0.1975 | IoU 0.506 [2021-06-14 20:57:56,526][root][INFO] - Lr: 5.626e-03 | Epoch: [37][290/372] | Time 0.323 | Data 0.049 | Loss 0.1975 | IoU 0.506 [2021-06-14 20:57:59,741][root][INFO] - Lr: 5.622e-03 | Epoch: [37][300/372] | Time 0.323 | Data 0.049 | Loss 0.1974 | IoU 0.507 [2021-06-14 20:58:02,948][root][INFO] - Lr: 5.619e-03 | Epoch: [37][310/372] | Time 0.322 | Data 0.049 | Loss 0.1974 | IoU 0.507 [2021-06-14 20:58:06,120][root][INFO] - Lr: 5.616e-03 | Epoch: [37][320/372] | Time 0.322 | Data 0.048 | Loss 0.1973 | IoU 0.507 [2021-06-14 20:58:09,311][root][INFO] - Lr: 5.613e-03 | Epoch: [37][330/372] | Time 0.322 | Data 0.048 | Loss 0.1973 | IoU 0.507 [2021-06-14 20:58:12,552][root][INFO] - Lr: 5.610e-03 | Epoch: [37][340/372] | Time 0.322 | Data 0.048 | Loss 0.1972 | IoU 0.507 [2021-06-14 20:58:15,781][root][INFO] - Lr: 5.606e-03 | Epoch: [37][350/372] | Time 0.322 | Data 0.048 | Loss 0.1972 | IoU 0.507 [2021-06-14 20:58:18,950][root][INFO] - Lr: 5.603e-03 | Epoch: [37][360/372] | Time 0.322 | Data 0.048 | Loss 0.1971 | IoU 0.507 [2021-06-14 20:58:21,970][root][INFO] - Lr: 5.600e-03 | Epoch: [37][370/372] | Time 0.322 | Data 0.048 | Loss 0.1971 | IoU 0.507 [2021-06-14 20:58:23,695][root][INFO] - Lr: 5.599e-03 | Epoch: [38][0/372] | Time 1.238 | Data 0.945 | Loss 0.1971 | IoU 0.507 [2021-06-14 20:58:27,049][root][INFO] - Lr: 5.596e-03 | Epoch: [38][10/372] | Time 0.418 | Data 0.140 | Loss 0.1971 | IoU 0.507 [2021-06-14 20:58:30,244][root][INFO] - Lr: 5.593e-03 | Epoch: [38][20/372] | Time 0.371 | Data 0.094 | Loss 0.1970 | IoU 0.507 [2021-06-14 20:58:33,429][root][INFO] - Lr: 5.590e-03 | Epoch: [38][30/372] | Time 0.355 | Data 0.079 | Loss 0.1970 | IoU 0.507 [2021-06-14 20:58:36,618][root][INFO] - Lr: 5.586e-03 | Epoch: [38][40/372] | Time 0.346 | Data 0.070 | Loss 0.1969 | IoU 0.507 [2021-06-14 20:58:39,762][root][INFO] - Lr: 5.583e-03 | Epoch: [38][50/372] | Time 0.340 | Data 0.064 | Loss 0.1969 | IoU 0.507 [2021-06-14 20:58:43,006][root][INFO] - Lr: 5.580e-03 | Epoch: [38][60/372] | Time 0.337 | Data 0.061 | Loss 0.1968 | IoU 0.507 [2021-06-14 20:58:46,226][root][INFO] - Lr: 5.577e-03 | Epoch: [38][70/372] | Time 0.335 | Data 0.059 | Loss 0.1968 | IoU 0.507 [2021-06-14 20:58:49,431][root][INFO] - Lr: 5.573e-03 | Epoch: [38][80/372] | Time 0.333 | Data 0.057 | Loss 0.1967 | IoU 0.507 [2021-06-14 20:58:52,652][root][INFO] - Lr: 5.570e-03 | Epoch: [38][90/372] | Time 0.332 | Data 0.057 | Loss 0.1967 | IoU 0.508 [2021-06-14 20:58:55,861][root][INFO] - Lr: 5.567e-03 | Epoch: [38][100/372] | Time 0.331 | Data 0.056 | Loss 0.1966 | IoU 0.508 [2021-06-14 20:58:59,106][root][INFO] - Lr: 5.564e-03 | Epoch: [38][110/372] | Time 0.330 | Data 0.055 | Loss 0.1966 | IoU 0.508 [2021-06-14 20:59:02,326][root][INFO] - Lr: 5.561e-03 | Epoch: [38][120/372] | Time 0.330 | Data 0.055 | Loss 0.1966 | IoU 0.508 [2021-06-14 20:59:05,603][root][INFO] - Lr: 5.557e-03 | Epoch: [38][130/372] | Time 0.329 | Data 0.054 | Loss 0.1965 | IoU 0.508 [2021-06-14 20:59:08,801][root][INFO] - Lr: 5.554e-03 | Epoch: [38][140/372] | Time 0.329 | Data 0.054 | Loss 0.1965 | IoU 0.508 [2021-06-14 20:59:11,978][root][INFO] - Lr: 5.551e-03 | Epoch: [38][150/372] | Time 0.328 | Data 0.053 | Loss 0.1964 | IoU 0.508 [2021-06-14 20:59:15,193][root][INFO] - Lr: 5.548e-03 | Epoch: [38][160/372] | Time 0.328 | Data 0.052 | Loss 0.1964 | IoU 0.508 [2021-06-14 20:59:18,364][root][INFO] - Lr: 5.544e-03 | Epoch: [38][170/372] | Time 0.327 | Data 0.052 | Loss 0.1963 | IoU 0.508 [2021-06-14 20:59:21,531][root][INFO] - Lr: 5.541e-03 | Epoch: [38][180/372] | Time 0.326 | Data 0.051 | Loss 0.1963 | IoU 0.508 [2021-06-14 20:59:24,716][root][INFO] - Lr: 5.538e-03 | Epoch: [38][190/372] | Time 0.326 | Data 0.051 | Loss 0.1962 | IoU 0.508 [2021-06-14 20:59:27,914][root][INFO] - Lr: 5.535e-03 | Epoch: [38][200/372] | Time 0.326 | Data 0.051 | Loss 0.1962 | IoU 0.508 [2021-06-14 20:59:31,161][root][INFO] - Lr: 5.531e-03 | Epoch: [38][210/372] | Time 0.326 | Data 0.051 | Loss 0.1962 | IoU 0.508 [2021-06-14 20:59:34,304][root][INFO] - Lr: 5.528e-03 | Epoch: [38][220/372] | Time 0.325 | Data 0.050 | Loss 0.1961 | IoU 0.508 [2021-06-14 20:59:37,516][root][INFO] - Lr: 5.525e-03 | Epoch: [38][230/372] | Time 0.325 | Data 0.050 | Loss 0.1961 | IoU 0.508 [2021-06-14 20:59:40,719][root][INFO] - Lr: 5.522e-03 | Epoch: [38][240/372] | Time 0.325 | Data 0.050 | Loss 0.1960 | IoU 0.508 [2021-06-14 20:59:43,959][root][INFO] - Lr: 5.519e-03 | Epoch: [38][250/372] | Time 0.325 | Data 0.050 | Loss 0.1960 | IoU 0.508 [2021-06-14 20:59:47,145][root][INFO] - Lr: 5.515e-03 | Epoch: [38][260/372] | Time 0.325 | Data 0.050 | Loss 0.1959 | IoU 0.508 [2021-06-14 20:59:50,340][root][INFO] - Lr: 5.512e-03 | Epoch: [38][270/372] | Time 0.324 | Data 0.050 | Loss 0.1959 | IoU 0.509 [2021-06-14 20:59:53,539][root][INFO] - Lr: 5.509e-03 | Epoch: [38][280/372] | Time 0.324 | Data 0.050 | Loss 0.1958 | IoU 0.509 [2021-06-14 20:59:56,786][root][INFO] - Lr: 5.506e-03 | Epoch: [38][290/372] | Time 0.324 | Data 0.050 | Loss 0.1958 | IoU 0.509 [2021-06-14 21:00:00,001][root][INFO] - Lr: 5.502e-03 | Epoch: [38][300/372] | Time 0.324 | Data 0.049 | Loss 0.1958 | IoU 0.509 [2021-06-14 21:00:03,148][root][INFO] - Lr: 5.499e-03 | Epoch: [38][310/372] | Time 0.324 | Data 0.049 | Loss 0.1957 | IoU 0.509 [2021-06-14 21:00:06,342][root][INFO] - Lr: 5.496e-03 | Epoch: [38][320/372] | Time 0.324 | Data 0.049 | Loss 0.1957 | IoU 0.509 [2021-06-14 21:00:09,515][root][INFO] - Lr: 5.493e-03 | Epoch: [38][330/372] | Time 0.323 | Data 0.049 | Loss 0.1956 | IoU 0.509 [2021-06-14 21:00:12,718][root][INFO] - Lr: 5.489e-03 | Epoch: [38][340/372] | Time 0.323 | Data 0.049 | Loss 0.1956 | IoU 0.509 [2021-06-14 21:00:15,877][root][INFO] - Lr: 5.486e-03 | Epoch: [38][350/372] | Time 0.323 | Data 0.049 | Loss 0.1955 | IoU 0.509 [2021-06-14 21:00:19,081][root][INFO] - Lr: 5.483e-03 | Epoch: [38][360/372] | Time 0.323 | Data 0.049 | Loss 0.1955 | IoU 0.509 [2021-06-14 21:00:22,178][root][INFO] - Lr: 5.480e-03 | Epoch: [38][370/372] | Time 0.323 | Data 0.048 | Loss 0.1954 | IoU 0.509 [2021-06-14 21:00:23,857][root][INFO] - Lr: 5.479e-03 | Epoch: [39][0/372] | Time 1.210 | Data 0.918 | Loss 0.1954 | IoU 0.509 [2021-06-14 21:00:27,181][root][INFO] - Lr: 5.476e-03 | Epoch: [39][10/372] | Time 0.412 | Data 0.128 | Loss 0.1954 | IoU 0.509 [2021-06-14 21:00:30,404][root][INFO] - Lr: 5.473e-03 | Epoch: [39][20/372] | Time 0.370 | Data 0.091 | Loss 0.1953 | IoU 0.509 [2021-06-14 21:00:33,616][root][INFO] - Lr: 5.469e-03 | Epoch: [39][30/372] | Time 0.353 | Data 0.076 | Loss 0.1953 | IoU 0.509 [2021-06-14 21:00:36,847][root][INFO] - Lr: 5.466e-03 | Epoch: [39][40/372] | Time 0.346 | Data 0.069 | Loss 0.1953 | IoU 0.509 [2021-06-14 21:00:40,052][root][INFO] - Lr: 5.463e-03 | Epoch: [39][50/372] | Time 0.341 | Data 0.064 | Loss 0.1952 | IoU 0.509 [2021-06-14 21:00:43,240][root][INFO] - Lr: 5.460e-03 | Epoch: [39][60/372] | Time 0.337 | Data 0.061 | Loss 0.1952 | IoU 0.509 [2021-06-14 21:00:46,450][root][INFO] - Lr: 5.456e-03 | Epoch: [39][70/372] | Time 0.335 | Data 0.059 | Loss 0.1951 | IoU 0.510 [2021-06-14 21:00:49,696][root][INFO] - Lr: 5.453e-03 | Epoch: [39][80/372] | Time 0.334 | Data 0.057 | Loss 0.1951 | IoU 0.510 [2021-06-14 21:00:52,930][root][INFO] - Lr: 5.450e-03 | Epoch: [39][90/372] | Time 0.333 | Data 0.057 | Loss 0.1950 | IoU 0.510 [2021-06-14 21:00:56,118][root][INFO] - Lr: 5.447e-03 | Epoch: [39][100/372] | Time 0.331 | Data 0.055 | Loss 0.1950 | IoU 0.510 [2021-06-14 21:00:59,300][root][INFO] - Lr: 5.444e-03 | Epoch: [39][110/372] | Time 0.330 | Data 0.054 | Loss 0.1949 | IoU 0.510 [2021-06-14 21:01:02,470][root][INFO] - Lr: 5.440e-03 | Epoch: [39][120/372] | Time 0.329 | Data 0.053 | Loss 0.1949 | IoU 0.510 [2021-06-14 21:01:05,650][root][INFO] - Lr: 5.437e-03 | Epoch: [39][130/372] | Time 0.328 | Data 0.053 | Loss 0.1949 | IoU 0.510 [2021-06-14 21:01:08,909][root][INFO] - Lr: 5.434e-03 | Epoch: [39][140/372] | Time 0.328 | Data 0.053 | Loss 0.1948 | IoU 0.510 [2021-06-14 21:01:12,146][root][INFO] - Lr: 5.431e-03 | Epoch: [39][150/372] | Time 0.328 | Data 0.052 | Loss 0.1948 | IoU 0.510 [2021-06-14 21:01:15,368][root][INFO] - Lr: 5.427e-03 | Epoch: [39][160/372] | Time 0.327 | Data 0.052 | Loss 0.1947 | IoU 0.510 [2021-06-14 21:01:18,590][root][INFO] - Lr: 5.424e-03 | Epoch: [39][170/372] | Time 0.327 | Data 0.052 | Loss 0.1947 | IoU 0.510 [2021-06-14 21:01:21,778][root][INFO] - Lr: 5.421e-03 | Epoch: [39][180/372] | Time 0.327 | Data 0.052 | Loss 0.1946 | IoU 0.510 [2021-06-14 21:01:24,968][root][INFO] - Lr: 5.418e-03 | Epoch: [39][190/372] | Time 0.326 | Data 0.051 | Loss 0.1946 | IoU 0.510 [2021-06-14 21:01:28,129][root][INFO] - Lr: 5.414e-03 | Epoch: [39][200/372] | Time 0.326 | Data 0.051 | Loss 0.1945 | IoU 0.510 [2021-06-14 21:01:31,351][root][INFO] - Lr: 5.411e-03 | Epoch: [39][210/372] | Time 0.326 | Data 0.051 | Loss 0.1945 | IoU 0.510 [2021-06-14 21:01:34,391][root][INFO] - Lr: 5.408e-03 | Epoch: [39][220/372] | Time 0.325 | Data 0.050 | Loss 0.1945 | IoU 0.510 [2021-06-14 21:01:37,528][root][INFO] - Lr: 5.405e-03 | Epoch: [39][230/372] | Time 0.324 | Data 0.049 | Loss 0.1944 | IoU 0.510 [2021-06-14 21:01:40,770][root][INFO] - Lr: 5.401e-03 | Epoch: [39][240/372] | Time 0.324 | Data 0.049 | Loss 0.1944 | IoU 0.511 [2021-06-14 21:01:43,936][root][INFO] - Lr: 5.398e-03 | Epoch: [39][250/372] | Time 0.324 | Data 0.049 | Loss 0.1943 | IoU 0.511 [2021-06-14 21:01:47,138][root][INFO] - Lr: 5.395e-03 | Epoch: [39][260/372] | Time 0.324 | Data 0.049 | Loss 0.1943 | IoU 0.511 [2021-06-14 21:01:50,287][root][INFO] - Lr: 5.392e-03 | Epoch: [39][270/372] | Time 0.323 | Data 0.049 | Loss 0.1943 | IoU 0.511 [2021-06-14 21:01:53,495][root][INFO] - Lr: 5.389e-03 | Epoch: [39][280/372] | Time 0.323 | Data 0.049 | Loss 0.1942 | IoU 0.511 [2021-06-14 21:01:56,594][root][INFO] - Lr: 5.385e-03 | Epoch: [39][290/372] | Time 0.323 | Data 0.048 | Loss 0.1942 | IoU 0.511 [2021-06-14 21:01:59,813][root][INFO] - Lr: 5.382e-03 | Epoch: [39][300/372] | Time 0.323 | Data 0.048 | Loss 0.1941 | IoU 0.511 [2021-06-14 21:02:02,958][root][INFO] - Lr: 5.379e-03 | Epoch: [39][310/372] | Time 0.323 | Data 0.048 | Loss 0.1941 | IoU 0.511 [2021-06-14 21:02:06,189][root][INFO] - Lr: 5.376e-03 | Epoch: [39][320/372] | Time 0.323 | Data 0.048 | Loss 0.1941 | IoU 0.511 [2021-06-14 21:02:09,392][root][INFO] - Lr: 5.372e-03 | Epoch: [39][330/372] | Time 0.322 | Data 0.048 | Loss 0.1940 | IoU 0.511 [2021-06-14 21:02:12,643][root][INFO] - Lr: 5.369e-03 | Epoch: [39][340/372] | Time 0.323 | Data 0.048 | Loss 0.1940 | IoU 0.511 [2021-06-14 21:02:15,805][root][INFO] - Lr: 5.366e-03 | Epoch: [39][350/372] | Time 0.322 | Data 0.048 | Loss 0.1939 | IoU 0.511 [2021-06-14 21:02:18,973][root][INFO] - Lr: 5.363e-03 | Epoch: [39][360/372] | Time 0.322 | Data 0.048 | Loss 0.1939 | IoU 0.511 [2021-06-14 21:02:22,050][root][INFO] - Lr: 5.359e-03 | Epoch: [39][370/372] | Time 0.322 | Data 0.047 | Loss 0.1938 | IoU 0.511 [2021-06-14 21:02:24,157][root][INFO] - Lr: 5.359e-03 | Epoch: [40][0/372] | Time 1.579 | Data 1.284 | Loss 0.1938 | IoU 0.511 [2021-06-14 21:02:27,492][root][INFO] - Lr: 5.355e-03 | Epoch: [40][10/372] | Time 0.452 | Data 0.175 | Loss 0.1938 | IoU 0.511 [2021-06-14 21:02:30,721][root][INFO] - Lr: 5.352e-03 | Epoch: [40][20/372] | Time 0.391 | Data 0.115 | Loss 0.1937 | IoU 0.511 [2021-06-14 21:02:33,818][root][INFO] - Lr: 5.349e-03 | Epoch: [40][30/372] | Time 0.365 | Data 0.090 | Loss 0.1937 | IoU 0.511 [2021-06-14 21:02:37,069][root][INFO] - Lr: 5.346e-03 | Epoch: [40][40/372] | Time 0.355 | Data 0.080 | Loss 0.1936 | IoU 0.511 [2021-06-14 21:02:40,285][root][INFO] - Lr: 5.342e-03 | Epoch: [40][50/372] | Time 0.348 | Data 0.074 | Loss 0.1936 | IoU 0.512 [2021-06-14 21:02:43,468][root][INFO] - Lr: 5.339e-03 | Epoch: [40][60/372] | Time 0.343 | Data 0.069 | Loss 0.1936 | IoU 0.512 [2021-06-14 21:02:46,685][root][INFO] - Lr: 5.336e-03 | Epoch: [40][70/372] | Time 0.340 | Data 0.066 | Loss 0.1935 | IoU 0.512 [2021-06-14 21:02:49,894][root][INFO] - Lr: 5.333e-03 | Epoch: [40][80/372] | Time 0.338 | Data 0.064 | Loss 0.1935 | IoU 0.512 [2021-06-14 21:02:53,089][root][INFO] - Lr: 5.330e-03 | Epoch: [40][90/372] | Time 0.336 | Data 0.062 | Loss 0.1934 | IoU 0.512 [2021-06-14 21:02:56,278][root][INFO] - Lr: 5.326e-03 | Epoch: [40][100/372] | Time 0.334 | Data 0.060 | Loss 0.1934 | IoU 0.512 [2021-06-14 21:02:59,469][root][INFO] - Lr: 5.323e-03 | Epoch: [40][110/372] | Time 0.333 | Data 0.059 | Loss 0.1933 | IoU 0.512 [2021-06-14 21:03:02,580][root][INFO] - Lr: 5.320e-03 | Epoch: [40][120/372] | Time 0.331 | Data 0.057 | Loss 0.1933 | IoU 0.512 [2021-06-14 21:03:05,804][root][INFO] - Lr: 5.317e-03 | Epoch: [40][130/372] | Time 0.330 | Data 0.056 | Loss 0.1933 | IoU 0.512 [2021-06-14 21:03:08,964][root][INFO] - Lr: 5.313e-03 | Epoch: [40][140/372] | Time 0.329 | Data 0.055 | Loss 0.1932 | IoU 0.512 [2021-06-14 21:03:12,178][root][INFO] - Lr: 5.310e-03 | Epoch: [40][150/372] | Time 0.329 | Data 0.055 | Loss 0.1932 | IoU 0.512 [2021-06-14 21:03:15,308][root][INFO] - Lr: 5.307e-03 | Epoch: [40][160/372] | Time 0.328 | Data 0.054 | Loss 0.1931 | IoU 0.512 [2021-06-14 21:03:18,521][root][INFO] - Lr: 5.304e-03 | Epoch: [40][170/372] | Time 0.328 | Data 0.053 | Loss 0.1931 | IoU 0.512 [2021-06-14 21:03:21,732][root][INFO] - Lr: 5.300e-03 | Epoch: [40][180/372] | Time 0.327 | Data 0.053 | Loss 0.1931 | IoU 0.512 [2021-06-14 21:03:24,979][root][INFO] - Lr: 5.297e-03 | Epoch: [40][190/372] | Time 0.327 | Data 0.052 | Loss 0.1930 | IoU 0.512 [2021-06-14 21:03:28,175][root][INFO] - Lr: 5.294e-03 | Epoch: [40][200/372] | Time 0.327 | Data 0.052 | Loss 0.1930 | IoU 0.512 [2021-06-14 21:03:31,369][root][INFO] - Lr: 5.291e-03 | Epoch: [40][210/372] | Time 0.326 | Data 0.051 | Loss 0.1929 | IoU 0.512 [2021-06-14 21:03:34,582][root][INFO] - Lr: 5.287e-03 | Epoch: [40][220/372] | Time 0.326 | Data 0.051 | Loss 0.1929 | IoU 0.512 [2021-06-14 21:03:37,760][root][INFO] - Lr: 5.284e-03 | Epoch: [40][230/372] | Time 0.326 | Data 0.051 | Loss 0.1928 | IoU 0.512 [2021-06-14 21:03:40,978][root][INFO] - Lr: 5.281e-03 | Epoch: [40][240/372] | Time 0.326 | Data 0.051 | Loss 0.1928 | IoU 0.513 [2021-06-14 21:03:44,176][root][INFO] - Lr: 5.278e-03 | Epoch: [40][250/372] | Time 0.325 | Data 0.051 | Loss 0.1928 | IoU 0.513 [2021-06-14 21:03:47,347][root][INFO] - Lr: 5.274e-03 | Epoch: [40][260/372] | Time 0.325 | Data 0.050 | Loss 0.1927 | IoU 0.513 [2021-06-14 21:03:50,489][root][INFO] - Lr: 5.271e-03 | Epoch: [40][270/372] | Time 0.325 | Data 0.050 | Loss 0.1927 | IoU 0.513 [2021-06-14 21:03:53,605][root][INFO] - Lr: 5.268e-03 | Epoch: [40][280/372] | Time 0.324 | Data 0.050 | Loss 0.1926 | IoU 0.513 [2021-06-14 21:03:56,806][root][INFO] - Lr: 5.265e-03 | Epoch: [40][290/372] | Time 0.324 | Data 0.049 | Loss 0.1926 | IoU 0.513 [2021-06-14 21:04:00,055][root][INFO] - Lr: 5.261e-03 | Epoch: [40][300/372] | Time 0.324 | Data 0.049 | Loss 0.1926 | IoU 0.513 [2021-06-14 21:04:03,318][root][INFO] - Lr: 5.258e-03 | Epoch: [40][310/372] | Time 0.324 | Data 0.050 | Loss 0.1925 | IoU 0.513 [2021-06-14 21:04:06,442][root][INFO] - Lr: 5.255e-03 | Epoch: [40][320/372] | Time 0.324 | Data 0.049 | Loss 0.1925 | IoU 0.513 [2021-06-14 21:04:09,631][root][INFO] - Lr: 5.252e-03 | Epoch: [40][330/372] | Time 0.324 | Data 0.049 | Loss 0.1924 | IoU 0.513 [2021-06-14 21:04:12,814][root][INFO] - Lr: 5.248e-03 | Epoch: [40][340/372] | Time 0.323 | Data 0.049 | Loss 0.1924 | IoU 0.513 [2021-06-14 21:04:15,981][root][INFO] - Lr: 5.245e-03 | Epoch: [40][350/372] | Time 0.323 | Data 0.049 | Loss 0.1923 | IoU 0.513 [2021-06-14 21:04:19,200][root][INFO] - Lr: 5.242e-03 | Epoch: [40][360/372] | Time 0.323 | Data 0.049 | Loss 0.1923 | IoU 0.513 [2021-06-14 21:04:22,258][root][INFO] - Lr: 5.239e-03 | Epoch: [40][370/372] | Time 0.323 | Data 0.048 | Loss 0.1923 | IoU 0.513 [2021-06-14 21:04:23,071][root][INFO] - 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467/500 [2021-06-14 21:04:55,615][root][INFO] - 468/500 [2021-06-14 21:04:55,682][root][INFO] - 469/500 [2021-06-14 21:04:55,759][root][INFO] - 470/500 [2021-06-14 21:04:55,841][root][INFO] - 471/500 [2021-06-14 21:04:55,886][root][INFO] - 472/500 [2021-06-14 21:04:55,954][root][INFO] - 473/500 [2021-06-14 21:04:56,028][root][INFO] - 474/500 [2021-06-14 21:04:56,114][root][INFO] - 475/500 [2021-06-14 21:04:56,188][root][INFO] - 476/500 [2021-06-14 21:04:56,262][root][INFO] - 477/500 [2021-06-14 21:04:56,334][root][INFO] - 478/500 [2021-06-14 21:04:56,407][root][INFO] - 479/500 [2021-06-14 21:04:56,478][root][INFO] - 480/500 [2021-06-14 21:04:56,554][root][INFO] - 481/500 [2021-06-14 21:04:56,625][root][INFO] - 482/500 [2021-06-14 21:04:56,668][root][INFO] - 483/500 [2021-06-14 21:04:56,749][root][INFO] - 484/500 [2021-06-14 21:04:56,826][root][INFO] - 485/500 [2021-06-14 21:04:56,897][root][INFO] - 486/500 [2021-06-14 21:04:56,971][root][INFO] - 487/500 [2021-06-14 21:04:57,044][root][INFO] - 488/500 [2021-06-14 21:04:57,122][root][INFO] - 489/500 [2021-06-14 21:04:57,165][root][INFO] - 490/500 [2021-06-14 21:04:57,237][root][INFO] - 491/500 [2021-06-14 21:04:57,281][root][INFO] - 492/500 [2021-06-14 21:04:57,333][root][INFO] - 493/500 [2021-06-14 21:04:57,376][root][INFO] - 494/500 [2021-06-14 21:04:57,419][root][INFO] - 495/500 [2021-06-14 21:04:57,462][root][INFO] - 496/500 [2021-06-14 21:04:57,505][root][INFO] - 497/500 [2021-06-14 21:04:57,548][root][INFO] - 498/500 [2021-06-14 21:04:57,591][root][INFO] - 499/500 [2021-06-14 21:04:57,728][root][INFO] - Validation set: Time avg per batch 0.070 Loss avg 0.2827 IoU avg 0.547 [2021-06-14 21:04:57,730][root][INFO] - ---> save checkpoint [2021-06-14 21:05:01,493][root][INFO] - Lr: 5.238e-03 | Epoch: [41][0/372] | Time 1.207 | Data 0.923 | Loss 0.1923 | IoU 0.513 [2021-06-14 21:05:04,954][root][INFO] - Lr: 5.235e-03 | Epoch: [41][10/372] | Time 0.425 | Data 0.140 | Loss 0.1922 | IoU 0.513 [2021-06-14 21:05:08,132][root][INFO] - Lr: 5.231e-03 | Epoch: [41][20/372] | Time 0.375 | Data 0.096 | Loss 0.1922 | IoU 0.513 [2021-06-14 21:05:11,372][root][INFO] - Lr: 5.228e-03 | Epoch: [41][30/372] | Time 0.358 | Data 0.082 | Loss 0.1921 | IoU 0.513 [2021-06-14 21:05:14,580][root][INFO] - Lr: 5.225e-03 | Epoch: [41][40/372] | Time 0.349 | Data 0.074 | Loss 0.1921 | IoU 0.513 [2021-06-14 21:05:17,784][root][INFO] - Lr: 5.222e-03 | Epoch: [41][50/372] | Time 0.344 | Data 0.068 | Loss 0.1920 | IoU 0.514 [2021-06-14 21:05:20,980][root][INFO] - Lr: 5.218e-03 | Epoch: [41][60/372] | Time 0.339 | Data 0.065 | Loss 0.1920 | IoU 0.514 [2021-06-14 21:05:24,228][root][INFO] - Lr: 5.215e-03 | Epoch: [41][70/372] | Time 0.337 | Data 0.062 | Loss 0.1920 | IoU 0.514 [2021-06-14 21:05:27,437][root][INFO] - Lr: 5.212e-03 | Epoch: [41][80/372] | Time 0.335 | Data 0.061 | Loss 0.1919 | IoU 0.514 [2021-06-14 21:05:30,537][root][INFO] - Lr: 5.209e-03 | Epoch: [41][90/372] | Time 0.333 | Data 0.058 | Loss 0.1919 | IoU 0.514 [2021-06-14 21:05:33,700][root][INFO] - Lr: 5.205e-03 | Epoch: [41][100/372] | Time 0.331 | Data 0.057 | Loss 0.1918 | IoU 0.514 [2021-06-14 21:05:36,923][root][INFO] - Lr: 5.202e-03 | Epoch: [41][110/372] | Time 0.330 | Data 0.056 | Loss 0.1918 | IoU 0.514 [2021-06-14 21:05:40,104][root][INFO] - Lr: 5.199e-03 | Epoch: [41][120/372] | Time 0.329 | Data 0.055 | Loss 0.1918 | IoU 0.514 [2021-06-14 21:05:43,320][root][INFO] - Lr: 5.196e-03 | Epoch: [41][130/372] | Time 0.329 | Data 0.055 | Loss 0.1917 | IoU 0.514 [2021-06-14 21:05:46,505][root][INFO] - Lr: 5.192e-03 | Epoch: [41][140/372] | Time 0.328 | Data 0.054 | Loss 0.1917 | IoU 0.514 [2021-06-14 21:05:49,712][root][INFO] - Lr: 5.189e-03 | Epoch: [41][150/372] | Time 0.327 | Data 0.054 | Loss 0.1916 | IoU 0.514 [2021-06-14 21:05:52,965][root][INFO] - Lr: 5.186e-03 | Epoch: [41][160/372] | Time 0.327 | Data 0.054 | Loss 0.1916 | IoU 0.514 [2021-06-14 21:05:56,100][root][INFO] - Lr: 5.183e-03 | Epoch: [41][170/372] | Time 0.326 | Data 0.053 | Loss 0.1915 | IoU 0.514 [2021-06-14 21:05:59,286][root][INFO] - Lr: 5.179e-03 | Epoch: [41][180/372] | Time 0.326 | Data 0.053 | Loss 0.1915 | IoU 0.514 [2021-06-14 21:06:02,532][root][INFO] - Lr: 5.176e-03 | Epoch: [41][190/372] | Time 0.326 | Data 0.053 | Loss 0.1915 | IoU 0.514 [2021-06-14 21:06:05,665][root][INFO] - Lr: 5.173e-03 | Epoch: [41][200/372] | Time 0.325 | Data 0.052 | Loss 0.1914 | IoU 0.514 [2021-06-14 21:06:08,853][root][INFO] - Lr: 5.170e-03 | Epoch: [41][210/372] | Time 0.325 | Data 0.052 | Loss 0.1914 | IoU 0.514 [2021-06-14 21:06:12,094][root][INFO] - Lr: 5.166e-03 | Epoch: [41][220/372] | Time 0.325 | Data 0.051 | Loss 0.1913 | IoU 0.515 [2021-06-14 21:06:15,277][root][INFO] - Lr: 5.163e-03 | Epoch: [41][230/372] | Time 0.325 | Data 0.051 | Loss 0.1913 | IoU 0.515 [2021-06-14 21:06:18,504][root][INFO] - Lr: 5.160e-03 | Epoch: [41][240/372] | Time 0.325 | Data 0.051 | Loss 0.1913 | IoU 0.515 [2021-06-14 21:06:21,617][root][INFO] - Lr: 5.157e-03 | Epoch: [41][250/372] | Time 0.324 | Data 0.050 | Loss 0.1912 | IoU 0.515 [2021-06-14 21:06:24,792][root][INFO] - Lr: 5.153e-03 | Epoch: [41][260/372] | Time 0.324 | Data 0.050 | Loss 0.1912 | IoU 0.515 [2021-06-14 21:06:27,969][root][INFO] - Lr: 5.150e-03 | Epoch: [41][270/372] | Time 0.324 | Data 0.050 | Loss 0.1911 | IoU 0.515 [2021-06-14 21:06:31,163][root][INFO] - Lr: 5.147e-03 | Epoch: [41][280/372] | Time 0.323 | Data 0.050 | Loss 0.1911 | IoU 0.515 [2021-06-14 21:06:34,384][root][INFO] - Lr: 5.144e-03 | Epoch: [41][290/372] | Time 0.323 | Data 0.050 | Loss 0.1911 | IoU 0.515 [2021-06-14 21:06:37,603][root][INFO] - Lr: 5.140e-03 | Epoch: [41][300/372] | Time 0.323 | Data 0.050 | Loss 0.1910 | IoU 0.515 [2021-06-14 21:06:40,773][root][INFO] - Lr: 5.137e-03 | Epoch: [41][310/372] | Time 0.323 | Data 0.050 | Loss 0.1910 | IoU 0.515 [2021-06-14 21:06:44,028][root][INFO] - Lr: 5.134e-03 | Epoch: [41][320/372] | Time 0.323 | Data 0.050 | Loss 0.1909 | IoU 0.515 [2021-06-14 21:06:47,203][root][INFO] - Lr: 5.131e-03 | Epoch: [41][330/372] | Time 0.323 | Data 0.050 | Loss 0.1909 | IoU 0.515 [2021-06-14 21:06:50,437][root][INFO] - Lr: 5.127e-03 | Epoch: [41][340/372] | Time 0.323 | Data 0.050 | Loss 0.1909 | IoU 0.515 [2021-06-14 21:06:53,685][root][INFO] - Lr: 5.124e-03 | Epoch: [41][350/372] | Time 0.323 | Data 0.050 | Loss 0.1908 | IoU 0.515 [2021-06-14 21:06:56,890][root][INFO] - Lr: 5.121e-03 | Epoch: [41][360/372] | Time 0.323 | Data 0.050 | Loss 0.1908 | IoU 0.515 [2021-06-14 21:06:59,960][root][INFO] - Lr: 5.118e-03 | Epoch: [41][370/372] | Time 0.323 | Data 0.049 | Loss 0.1908 | IoU 0.515 [2021-06-14 21:07:01,673][root][INFO] - Lr: 5.117e-03 | Epoch: [42][0/372] | Time 1.232 | Data 0.929 | Loss 0.1907 | IoU 0.515 [2021-06-14 21:07:04,968][root][INFO] - Lr: 5.114e-03 | Epoch: [42][10/372] | Time 0.410 | Data 0.127 | Loss 0.1907 | IoU 0.515 [2021-06-14 21:07:08,315][root][INFO] - Lr: 5.110e-03 | Epoch: [42][20/372] | Time 0.374 | Data 0.094 | Loss 0.1907 | IoU 0.515 [2021-06-14 21:07:11,529][root][INFO] - Lr: 5.107e-03 | Epoch: [42][30/372] | Time 0.358 | Data 0.079 | Loss 0.1906 | IoU 0.515 [2021-06-14 21:07:14,708][root][INFO] - Lr: 5.104e-03 | Epoch: [42][40/372] | Time 0.348 | Data 0.071 | Loss 0.1906 | IoU 0.516 [2021-06-14 21:07:17,923][root][INFO] - Lr: 5.101e-03 | Epoch: [42][50/372] | Time 0.343 | Data 0.066 | Loss 0.1905 | IoU 0.516 [2021-06-14 21:07:21,066][root][INFO] - Lr: 5.097e-03 | Epoch: [42][60/372] | Time 0.338 | Data 0.062 | Loss 0.1905 | IoU 0.516 [2021-06-14 21:07:24,226][root][INFO] - Lr: 5.094e-03 | Epoch: [42][70/372] | Time 0.335 | Data 0.059 | Loss 0.1905 | IoU 0.516 [2021-06-14 21:07:27,437][root][INFO] - Lr: 5.091e-03 | Epoch: [42][80/372] | Time 0.333 | Data 0.058 | Loss 0.1904 | IoU 0.516 [2021-06-14 21:07:30,586][root][INFO] - Lr: 5.088e-03 | Epoch: [42][90/372] | Time 0.331 | Data 0.056 | Loss 0.1904 | IoU 0.516 [2021-06-14 21:07:33,742][root][INFO] - Lr: 5.084e-03 | Epoch: [42][100/372] | Time 0.330 | Data 0.055 | Loss 0.1903 | IoU 0.516 [2021-06-14 21:07:36,985][root][INFO] - Lr: 5.081e-03 | Epoch: [42][110/372] | Time 0.329 | Data 0.054 | Loss 0.1903 | IoU 0.516 [2021-06-14 21:07:40,172][root][INFO] - Lr: 5.078e-03 | Epoch: [42][120/372] | Time 0.328 | Data 0.054 | Loss 0.1903 | IoU 0.516 [2021-06-14 21:07:43,373][root][INFO] - Lr: 5.075e-03 | Epoch: [42][130/372] | Time 0.328 | Data 0.053 | Loss 0.1902 | IoU 0.516 [2021-06-14 21:07:46,611][root][INFO] - Lr: 5.071e-03 | Epoch: [42][140/372] | Time 0.327 | Data 0.052 | Loss 0.1902 | IoU 0.516 [2021-06-14 21:07:49,828][root][INFO] - Lr: 5.068e-03 | Epoch: [42][150/372] | Time 0.327 | Data 0.052 | Loss 0.1901 | IoU 0.516 [2021-06-14 21:07:52,977][root][INFO] - Lr: 5.065e-03 | Epoch: [42][160/372] | Time 0.326 | Data 0.052 | Loss 0.1901 | IoU 0.516 [2021-06-14 21:07:56,192][root][INFO] - Lr: 5.062e-03 | Epoch: [42][170/372] | Time 0.326 | Data 0.051 | Loss 0.1901 | IoU 0.516 [2021-06-14 21:07:59,361][root][INFO] - Lr: 5.058e-03 | Epoch: [42][180/372] | Time 0.325 | Data 0.051 | Loss 0.1900 | IoU 0.516 [2021-06-14 21:08:02,512][root][INFO] - Lr: 5.055e-03 | Epoch: [42][190/372] | Time 0.325 | Data 0.050 | Loss 0.1900 | IoU 0.516 [2021-06-14 21:08:05,723][root][INFO] - Lr: 5.052e-03 | Epoch: [42][200/372] | Time 0.325 | Data 0.050 | Loss 0.1899 | IoU 0.516 [2021-06-14 21:08:08,913][root][INFO] - Lr: 5.048e-03 | Epoch: [42][210/372] | Time 0.325 | Data 0.050 | Loss 0.1899 | IoU 0.516 [2021-06-14 21:08:12,070][root][INFO] - Lr: 5.045e-03 | Epoch: [42][220/372] | Time 0.324 | Data 0.050 | Loss 0.1899 | IoU 0.517 [2021-06-14 21:08:15,232][root][INFO] - Lr: 5.042e-03 | Epoch: [42][230/372] | Time 0.324 | Data 0.049 | Loss 0.1898 | IoU 0.517 [2021-06-14 21:08:18,404][root][INFO] - Lr: 5.039e-03 | Epoch: [42][240/372] | Time 0.323 | Data 0.049 | Loss 0.1898 | IoU 0.517 [2021-06-14 21:08:21,609][root][INFO] - Lr: 5.035e-03 | Epoch: [42][250/372] | Time 0.323 | Data 0.049 | Loss 0.1898 | IoU 0.517 [2021-06-14 21:08:24,785][root][INFO] - Lr: 5.032e-03 | Epoch: [42][260/372] | Time 0.323 | Data 0.049 | Loss 0.1897 | IoU 0.517 [2021-06-14 21:08:28,020][root][INFO] - Lr: 5.029e-03 | Epoch: [42][270/372] | Time 0.323 | Data 0.049 | Loss 0.1897 | IoU 0.517 [2021-06-14 21:08:31,168][root][INFO] - Lr: 5.026e-03 | Epoch: [42][280/372] | Time 0.323 | Data 0.048 | Loss 0.1896 | IoU 0.517 [2021-06-14 21:08:34,312][root][INFO] - Lr: 5.022e-03 | Epoch: [42][290/372] | Time 0.323 | Data 0.048 | Loss 0.1896 | IoU 0.517 [2021-06-14 21:08:37,535][root][INFO] - Lr: 5.019e-03 | Epoch: [42][300/372] | Time 0.323 | Data 0.048 | Loss 0.1895 | IoU 0.517 [2021-06-14 21:08:40,724][root][INFO] - Lr: 5.016e-03 | Epoch: [42][310/372] | Time 0.322 | Data 0.048 | Loss 0.1895 | IoU 0.517 [2021-06-14 21:08:43,910][root][INFO] - Lr: 5.013e-03 | Epoch: [42][320/372] | Time 0.322 | Data 0.048 | Loss 0.1895 | IoU 0.517 [2021-06-14 21:08:47,114][root][INFO] - Lr: 5.009e-03 | Epoch: [42][330/372] | Time 0.322 | Data 0.048 | Loss 0.1894 | IoU 0.517 [2021-06-14 21:08:50,289][root][INFO] - Lr: 5.006e-03 | Epoch: [42][340/372] | Time 0.322 | Data 0.048 | Loss 0.1894 | IoU 0.517 [2021-06-14 21:08:53,548][root][INFO] - Lr: 5.003e-03 | Epoch: [42][350/372] | Time 0.322 | Data 0.048 | Loss 0.1894 | IoU 0.517 [2021-06-14 21:08:56,662][root][INFO] - Lr: 5.000e-03 | Epoch: [42][360/372] | Time 0.322 | Data 0.047 | Loss 0.1893 | IoU 0.517 [2021-06-14 21:08:59,746][root][INFO] - Lr: 4.996e-03 | Epoch: [42][370/372] | Time 0.322 | Data 0.047 | Loss 0.1893 | IoU 0.517 [2021-06-14 21:09:01,774][root][INFO] - Lr: 4.996e-03 | Epoch: [43][0/372] | Time 1.520 | Data 1.217 | Loss 0.1893 | IoU 0.517 [2021-06-14 21:09:05,122][root][INFO] - Lr: 4.992e-03 | Epoch: [43][10/372] | Time 0.446 | Data 0.169 | Loss 0.1892 | IoU 0.517 [2021-06-14 21:09:08,229][root][INFO] - Lr: 4.989e-03 | Epoch: [43][20/372] | Time 0.382 | Data 0.107 | Loss 0.1892 | IoU 0.517 [2021-06-14 21:09:11,382][root][INFO] - Lr: 4.986e-03 | Epoch: [43][30/372] | Time 0.360 | Data 0.085 | Loss 0.1892 | IoU 0.517 [2021-06-14 21:09:14,577][root][INFO] - Lr: 4.983e-03 | Epoch: [43][40/372] | Time 0.350 | Data 0.076 | Loss 0.1891 | IoU 0.518 [2021-06-14 21:09:17,700][root][INFO] - Lr: 4.979e-03 | Epoch: [43][50/372] | Time 0.343 | Data 0.069 | Loss 0.1891 | IoU 0.518 [2021-06-14 21:09:20,838][root][INFO] - Lr: 4.976e-03 | Epoch: [43][60/372] | Time 0.338 | Data 0.065 | Loss 0.1890 | IoU 0.518 [2021-06-14 21:09:23,956][root][INFO] - Lr: 4.973e-03 | Epoch: [43][70/372] | Time 0.335 | Data 0.061 | Loss 0.1890 | IoU 0.518 [2021-06-14 21:09:27,153][root][INFO] - Lr: 4.969e-03 | Epoch: [43][80/372] | Time 0.332 | Data 0.059 | Loss 0.1890 | IoU 0.518 [2021-06-14 21:09:30,306][root][INFO] - Lr: 4.966e-03 | Epoch: [43][90/372] | Time 0.331 | Data 0.057 | Loss 0.1889 | IoU 0.518 [2021-06-14 21:09:33,430][root][INFO] - Lr: 4.963e-03 | Epoch: [43][100/372] | Time 0.329 | Data 0.055 | Loss 0.1889 | IoU 0.518 [2021-06-14 21:09:36,588][root][INFO] - Lr: 4.960e-03 | Epoch: [43][110/372] | Time 0.328 | Data 0.054 | Loss 0.1888 | IoU 0.518 [2021-06-14 21:09:39,760][root][INFO] - Lr: 4.956e-03 | Epoch: [43][120/372] | Time 0.327 | Data 0.054 | Loss 0.1888 | IoU 0.518 [2021-06-14 21:09:42,916][root][INFO] - Lr: 4.953e-03 | Epoch: [43][130/372] | Time 0.326 | Data 0.053 | Loss 0.1888 | IoU 0.518 [2021-06-14 21:09:46,093][root][INFO] - Lr: 4.950e-03 | Epoch: [43][140/372] | Time 0.325 | Data 0.052 | Loss 0.1887 | IoU 0.518 [2021-06-14 21:09:49,351][root][INFO] - Lr: 4.947e-03 | Epoch: [43][150/372] | Time 0.325 | Data 0.052 | Loss 0.1887 | IoU 0.518 [2021-06-14 21:09:52,572][root][INFO] - Lr: 4.943e-03 | Epoch: [43][160/372] | Time 0.325 | Data 0.051 | Loss 0.1887 | IoU 0.518 [2021-06-14 21:09:55,762][root][INFO] - Lr: 4.940e-03 | Epoch: [43][170/372] | Time 0.325 | Data 0.051 | Loss 0.1886 | IoU 0.518 [2021-06-14 21:09:58,916][root][INFO] - Lr: 4.937e-03 | Epoch: [43][180/372] | Time 0.324 | Data 0.050 | Loss 0.1886 | IoU 0.518 [2021-06-14 21:10:02,041][root][INFO] - Lr: 4.933e-03 | Epoch: [43][190/372] | Time 0.324 | Data 0.050 | Loss 0.1885 | IoU 0.518 [2021-06-14 21:10:05,224][root][INFO] - Lr: 4.930e-03 | Epoch: [43][200/372] | Time 0.323 | Data 0.050 | Loss 0.1885 | IoU 0.518 [2021-06-14 21:10:08,380][root][INFO] - Lr: 4.927e-03 | Epoch: [43][210/372] | Time 0.323 | Data 0.049 | Loss 0.1885 | IoU 0.518 [2021-06-14 21:10:11,584][root][INFO] - Lr: 4.924e-03 | Epoch: [43][220/372] | Time 0.323 | Data 0.049 | Loss 0.1884 | IoU 0.518 [2021-06-14 21:10:14,719][root][INFO] - Lr: 4.920e-03 | Epoch: [43][230/372] | Time 0.323 | Data 0.049 | Loss 0.1884 | IoU 0.519 [2021-06-14 21:10:17,945][root][INFO] - Lr: 4.917e-03 | Epoch: [43][240/372] | Time 0.323 | Data 0.049 | Loss 0.1884 | IoU 0.519 [2021-06-14 21:10:21,089][root][INFO] - Lr: 4.914e-03 | Epoch: [43][250/372] | Time 0.322 | Data 0.049 | Loss 0.1883 | IoU 0.519 [2021-06-14 21:10:24,311][root][INFO] - Lr: 4.911e-03 | Epoch: [43][260/372] | Time 0.322 | Data 0.049 | Loss 0.1883 | IoU 0.519 [2021-06-14 21:10:27,459][root][INFO] - Lr: 4.907e-03 | Epoch: [43][270/372] | Time 0.322 | Data 0.048 | Loss 0.1882 | IoU 0.519 [2021-06-14 21:10:30,640][root][INFO] - Lr: 4.904e-03 | Epoch: [43][280/372] | Time 0.322 | Data 0.048 | Loss 0.1882 | IoU 0.519 [2021-06-14 21:10:33,884][root][INFO] - Lr: 4.901e-03 | Epoch: [43][290/372] | Time 0.322 | Data 0.048 | Loss 0.1882 | IoU 0.519 [2021-06-14 21:10:37,073][root][INFO] - Lr: 4.897e-03 | Epoch: [43][300/372] | Time 0.322 | Data 0.048 | Loss 0.1881 | IoU 0.519 [2021-06-14 21:10:40,297][root][INFO] - Lr: 4.894e-03 | Epoch: [43][310/372] | Time 0.322 | Data 0.048 | Loss 0.1881 | IoU 0.519 [2021-06-14 21:10:43,484][root][INFO] - Lr: 4.891e-03 | Epoch: [43][320/372] | Time 0.322 | Data 0.048 | Loss 0.1880 | IoU 0.519 [2021-06-14 21:10:46,640][root][INFO] - Lr: 4.888e-03 | Epoch: [43][330/372] | Time 0.322 | Data 0.048 | Loss 0.1880 | IoU 0.519 [2021-06-14 21:10:49,816][root][INFO] - Lr: 4.884e-03 | Epoch: [43][340/372] | Time 0.321 | Data 0.048 | Loss 0.1880 | IoU 0.519 [2021-06-14 21:10:52,973][root][INFO] - Lr: 4.881e-03 | Epoch: [43][350/372] | Time 0.321 | Data 0.047 | Loss 0.1879 | IoU 0.519 [2021-06-14 21:10:56,126][root][INFO] - Lr: 4.878e-03 | Epoch: [43][360/372] | Time 0.321 | Data 0.047 | Loss 0.1879 | IoU 0.519 [2021-06-14 21:10:59,192][root][INFO] - Lr: 4.875e-03 | Epoch: [43][370/372] | Time 0.321 | Data 0.047 | Loss 0.1879 | IoU 0.519 [2021-06-14 21:11:00,928][root][INFO] - Lr: 4.874e-03 | Epoch: [44][0/372] | Time 1.307 | Data 1.007 | Loss 0.1878 | IoU 0.519 [2021-06-14 21:11:04,297][root][INFO] - Lr: 4.871e-03 | Epoch: [44][10/372] | Time 0.420 | Data 0.138 | Loss 0.1878 | IoU 0.519 [2021-06-14 21:11:07,456][root][INFO] - Lr: 4.867e-03 | Epoch: [44][20/372] | Time 0.372 | Data 0.095 | Loss 0.1878 | IoU 0.519 [2021-06-14 21:11:10,721][root][INFO] - Lr: 4.864e-03 | Epoch: [44][30/372] | Time 0.358 | Data 0.081 | Loss 0.1877 | IoU 0.519 [2021-06-14 21:11:13,888][root][INFO] - Lr: 4.861e-03 | Epoch: [44][40/372] | Time 0.348 | Data 0.073 | Loss 0.1877 | IoU 0.519 [2021-06-14 21:11:17,010][root][INFO] - Lr: 4.858e-03 | Epoch: [44][50/372] | Time 0.341 | Data 0.066 | Loss 0.1877 | IoU 0.520 [2021-06-14 21:11:20,191][root][INFO] - Lr: 4.854e-03 | Epoch: [44][60/372] | Time 0.337 | Data 0.062 | Loss 0.1876 | IoU 0.520 [2021-06-14 21:11:23,401][root][INFO] - Lr: 4.851e-03 | Epoch: [44][70/372] | Time 0.335 | Data 0.060 | Loss 0.1876 | IoU 0.520 [2021-06-14 21:11:26,554][root][INFO] - Lr: 4.848e-03 | Epoch: [44][80/372] | Time 0.332 | Data 0.058 | Loss 0.1875 | IoU 0.520 [2021-06-14 21:11:29,786][root][INFO] - Lr: 4.844e-03 | Epoch: [44][90/372] | Time 0.331 | Data 0.057 | Loss 0.1875 | IoU 0.520 [2021-06-14 21:11:32,960][root][INFO] - Lr: 4.841e-03 | Epoch: [44][100/372] | Time 0.330 | Data 0.056 | Loss 0.1875 | IoU 0.520 [2021-06-14 21:11:36,153][root][INFO] - Lr: 4.838e-03 | Epoch: [44][110/372] | Time 0.329 | Data 0.055 | Loss 0.1874 | IoU 0.520 [2021-06-14 21:11:39,345][root][INFO] - Lr: 4.835e-03 | Epoch: [44][120/372] | Time 0.328 | Data 0.054 | Loss 0.1874 | IoU 0.520 [2021-06-14 21:11:42,518][root][INFO] - Lr: 4.831e-03 | Epoch: [44][130/372] | Time 0.327 | Data 0.053 | Loss 0.1874 | IoU 0.520 [2021-06-14 21:11:45,711][root][INFO] - Lr: 4.828e-03 | Epoch: [44][140/372] | Time 0.327 | Data 0.053 | Loss 0.1873 | IoU 0.520 [2021-06-14 21:11:48,911][root][INFO] - Lr: 4.825e-03 | Epoch: [44][150/372] | Time 0.326 | Data 0.052 | Loss 0.1873 | IoU 0.520 [2021-06-14 21:11:52,100][root][INFO] - Lr: 4.821e-03 | Epoch: [44][160/372] | Time 0.326 | Data 0.052 | Loss 0.1872 | IoU 0.520 [2021-06-14 21:11:55,318][root][INFO] - Lr: 4.818e-03 | Epoch: [44][170/372] | Time 0.326 | Data 0.052 | Loss 0.1872 | IoU 0.520 [2021-06-14 21:11:58,460][root][INFO] - Lr: 4.815e-03 | Epoch: [44][180/372] | Time 0.325 | Data 0.051 | Loss 0.1872 | IoU 0.520 [2021-06-14 21:12:01,678][root][INFO] - Lr: 4.812e-03 | Epoch: [44][190/372] | Time 0.325 | Data 0.051 | Loss 0.1871 | IoU 0.520 [2021-06-14 21:12:04,884][root][INFO] - Lr: 4.808e-03 | Epoch: [44][200/372] | Time 0.325 | Data 0.051 | Loss 0.1871 | IoU 0.520 [2021-06-14 21:12:08,087][root][INFO] - Lr: 4.805e-03 | Epoch: [44][210/372] | Time 0.324 | Data 0.051 | Loss 0.1871 | IoU 0.520 [2021-06-14 21:12:11,305][root][INFO] - Lr: 4.802e-03 | Epoch: [44][220/372] | Time 0.324 | Data 0.051 | Loss 0.1870 | IoU 0.520 [2021-06-14 21:12:14,481][root][INFO] - Lr: 4.799e-03 | Epoch: [44][230/372] | Time 0.324 | Data 0.050 | Loss 0.1870 | IoU 0.520 [2021-06-14 21:12:17,666][root][INFO] - Lr: 4.795e-03 | Epoch: [44][240/372] | Time 0.324 | Data 0.050 | Loss 0.1870 | IoU 0.520 [2021-06-14 21:12:20,873][root][INFO] - Lr: 4.792e-03 | Epoch: [44][250/372] | Time 0.324 | Data 0.050 | Loss 0.1869 | IoU 0.521 [2021-06-14 21:12:24,082][root][INFO] - Lr: 4.789e-03 | Epoch: [44][260/372] | Time 0.324 | Data 0.050 | Loss 0.1869 | IoU 0.521 [2021-06-14 21:12:27,329][root][INFO] - Lr: 4.785e-03 | Epoch: [44][270/372] | Time 0.324 | Data 0.050 | Loss 0.1868 | IoU 0.521 [2021-06-14 21:12:30,554][root][INFO] - Lr: 4.782e-03 | Epoch: [44][280/372] | Time 0.324 | Data 0.050 | Loss 0.1868 | IoU 0.521 [2021-06-14 21:12:33,778][root][INFO] - Lr: 4.779e-03 | Epoch: [44][290/372] | Time 0.323 | Data 0.050 | Loss 0.1868 | IoU 0.521 [2021-06-14 21:12:36,915][root][INFO] - Lr: 4.776e-03 | Epoch: [44][300/372] | Time 0.323 | Data 0.050 | Loss 0.1867 | IoU 0.521 [2021-06-14 21:12:40,114][root][INFO] - Lr: 4.772e-03 | Epoch: [44][310/372] | Time 0.323 | Data 0.049 | Loss 0.1867 | IoU 0.521 [2021-06-14 21:12:43,243][root][INFO] - Lr: 4.769e-03 | Epoch: [44][320/372] | Time 0.323 | Data 0.049 | Loss 0.1866 | IoU 0.521 [2021-06-14 21:12:46,413][root][INFO] - Lr: 4.766e-03 | Epoch: [44][330/372] | Time 0.323 | Data 0.049 | Loss 0.1866 | IoU 0.521 [2021-06-14 21:12:49,666][root][INFO] - Lr: 4.762e-03 | Epoch: [44][340/372] | Time 0.323 | Data 0.049 | Loss 0.1866 | IoU 0.521 [2021-06-14 21:12:52,753][root][INFO] - Lr: 4.759e-03 | Epoch: [44][350/372] | Time 0.322 | Data 0.049 | Loss 0.1865 | IoU 0.521 [2021-06-14 21:12:55,938][root][INFO] - Lr: 4.756e-03 | Epoch: [44][360/372] | Time 0.322 | Data 0.049 | Loss 0.1865 | IoU 0.521 [2021-06-14 21:12:59,035][root][INFO] - Lr: 4.753e-03 | Epoch: [44][370/372] | Time 0.322 | Data 0.048 | Loss 0.1865 | IoU 0.521 [2021-06-14 21:13:00,814][root][INFO] - Lr: 4.752e-03 | Epoch: [45][0/372] | Time 1.295 | Data 1.013 | Loss 0.1865 | IoU 0.521 [2021-06-14 21:13:04,308][root][INFO] - Lr: 4.749e-03 | Epoch: [45][10/372] | Time 0.435 | Data 0.153 | Loss 0.1864 | IoU 0.521 [2021-06-14 21:13:07,540][root][INFO] - Lr: 4.745e-03 | Epoch: [45][20/372] | Time 0.383 | Data 0.105 | Loss 0.1864 | IoU 0.521 [2021-06-14 21:13:10,672][root][INFO] - Lr: 4.742e-03 | Epoch: [45][30/372] | Time 0.361 | Data 0.084 | Loss 0.1863 | IoU 0.521 [2021-06-14 21:13:13,917][root][INFO] - Lr: 4.739e-03 | Epoch: [45][40/372] | Time 0.352 | Data 0.075 | Loss 0.1863 | IoU 0.521 [2021-06-14 21:13:17,150][root][INFO] - Lr: 4.735e-03 | Epoch: [45][50/372] | Time 0.346 | Data 0.070 | Loss 0.1863 | IoU 0.521 [2021-06-14 21:13:20,313][root][INFO] - Lr: 4.732e-03 | Epoch: [45][60/372] | Time 0.342 | Data 0.066 | Loss 0.1862 | IoU 0.521 [2021-06-14 21:13:23,483][root][INFO] - Lr: 4.729e-03 | Epoch: [45][70/372] | Time 0.338 | Data 0.063 | Loss 0.1862 | IoU 0.521 [2021-06-14 21:13:26,688][root][INFO] - Lr: 4.726e-03 | Epoch: [45][80/372] | Time 0.336 | Data 0.061 | Loss 0.1862 | IoU 0.522 [2021-06-14 21:13:29,892][root][INFO] - Lr: 4.722e-03 | Epoch: [45][90/372] | Time 0.334 | Data 0.060 | Loss 0.1861 | IoU 0.522 [2021-06-14 21:13:33,032][root][INFO] - Lr: 4.719e-03 | Epoch: [45][100/372] | Time 0.332 | Data 0.058 | Loss 0.1861 | IoU 0.522 [2021-06-14 21:13:36,253][root][INFO] - Lr: 4.716e-03 | Epoch: [45][110/372] | Time 0.331 | Data 0.057 | Loss 0.1860 | IoU 0.522 [2021-06-14 21:13:39,414][root][INFO] - Lr: 4.712e-03 | Epoch: [45][120/372] | Time 0.330 | Data 0.056 | Loss 0.1860 | IoU 0.522 [2021-06-14 21:13:42,629][root][INFO] - Lr: 4.709e-03 | Epoch: [45][130/372] | Time 0.329 | Data 0.055 | Loss 0.1860 | IoU 0.522 [2021-06-14 21:13:45,864][root][INFO] - Lr: 4.706e-03 | Epoch: [45][140/372] | Time 0.329 | Data 0.054 | Loss 0.1859 | IoU 0.522 [2021-06-14 21:13:49,036][root][INFO] - Lr: 4.703e-03 | Epoch: [45][150/372] | Time 0.328 | Data 0.054 | Loss 0.1859 | IoU 0.522 [2021-06-14 21:13:52,244][root][INFO] - Lr: 4.699e-03 | Epoch: [45][160/372] | Time 0.328 | Data 0.053 | Loss 0.1859 | IoU 0.522 [2021-06-14 21:13:55,428][root][INFO] - Lr: 4.696e-03 | Epoch: [45][170/372] | Time 0.327 | Data 0.053 | Loss 0.1858 | IoU 0.522 [2021-06-14 21:13:58,626][root][INFO] - Lr: 4.693e-03 | Epoch: [45][180/372] | Time 0.327 | Data 0.053 | Loss 0.1858 | IoU 0.522 [2021-06-14 21:14:01,774][root][INFO] - Lr: 4.689e-03 | Epoch: [45][190/372] | Time 0.326 | Data 0.052 | Loss 0.1858 | IoU 0.522 [2021-06-14 21:14:04,947][root][INFO] - Lr: 4.686e-03 | Epoch: [45][200/372] | Time 0.326 | Data 0.052 | Loss 0.1857 | IoU 0.522 [2021-06-14 21:14:08,232][root][INFO] - Lr: 4.683e-03 | Epoch: [45][210/372] | Time 0.326 | Data 0.052 | Loss 0.1857 | IoU 0.522 [2021-06-14 21:14:11,442][root][INFO] - Lr: 4.680e-03 | Epoch: [45][220/372] | Time 0.326 | Data 0.051 | Loss 0.1856 | IoU 0.522 [2021-06-14 21:14:14,655][root][INFO] - Lr: 4.676e-03 | Epoch: [45][230/372] | Time 0.325 | Data 0.051 | Loss 0.1856 | IoU 0.522 [2021-06-14 21:14:17,869][root][INFO] - Lr: 4.673e-03 | Epoch: [45][240/372] | Time 0.325 | Data 0.051 | Loss 0.1856 | IoU 0.522 [2021-06-14 21:14:21,073][root][INFO] - Lr: 4.670e-03 | Epoch: [45][250/372] | Time 0.325 | Data 0.051 | Loss 0.1855 | IoU 0.522 [2021-06-14 21:14:24,308][root][INFO] - Lr: 4.666e-03 | Epoch: [45][260/372] | Time 0.325 | Data 0.051 | Loss 0.1855 | IoU 0.522 [2021-06-14 21:14:27,468][root][INFO] - Lr: 4.663e-03 | Epoch: [45][270/372] | Time 0.325 | Data 0.051 | Loss 0.1855 | IoU 0.522 [2021-06-14 21:14:30,628][root][INFO] - Lr: 4.660e-03 | Epoch: [45][280/372] | Time 0.324 | Data 0.050 | Loss 0.1854 | IoU 0.522 [2021-06-14 21:14:33,829][root][INFO] - Lr: 4.657e-03 | Epoch: [45][290/372] | Time 0.324 | Data 0.050 | Loss 0.1854 | IoU 0.522 [2021-06-14 21:14:37,006][root][INFO] - Lr: 4.653e-03 | Epoch: [45][300/372] | Time 0.324 | Data 0.050 | Loss 0.1854 | IoU 0.523 [2021-06-14 21:14:40,247][root][INFO] - Lr: 4.650e-03 | Epoch: [45][310/372] | Time 0.324 | Data 0.050 | Loss 0.1853 | IoU 0.523 [2021-06-14 21:14:43,445][root][INFO] - Lr: 4.647e-03 | Epoch: [45][320/372] | Time 0.324 | Data 0.050 | Loss 0.1853 | IoU 0.523 [2021-06-14 21:14:46,631][root][INFO] - Lr: 4.643e-03 | Epoch: [45][330/372] | Time 0.324 | Data 0.049 | Loss 0.1853 | IoU 0.523 [2021-06-14 21:14:49,762][root][INFO] - Lr: 4.640e-03 | Epoch: [45][340/372] | Time 0.323 | Data 0.049 | Loss 0.1852 | IoU 0.523 [2021-06-14 21:14:52,932][root][INFO] - Lr: 4.637e-03 | Epoch: [45][350/372] | Time 0.323 | Data 0.049 | Loss 0.1852 | IoU 0.523 [2021-06-14 21:14:56,079][root][INFO] - Lr: 4.633e-03 | Epoch: [45][360/372] | Time 0.323 | Data 0.049 | Loss 0.1852 | IoU 0.523 [2021-06-14 21:14:59,138][root][INFO] - Lr: 4.630e-03 | Epoch: [45][370/372] | Time 0.323 | Data 0.049 | Loss 0.1851 | IoU 0.523 [2021-06-14 21:14:59,875][root][INFO] - 0/500 [2021-06-14 21:14:59,937][root][INFO] - 1/500 [2021-06-14 21:14:59,996][root][INFO] - 2/500 [2021-06-14 21:15:00,098][root][INFO] - 3/500 [2021-06-14 21:15:00,185][root][INFO] - 4/500 [2021-06-14 21:15:00,261][root][INFO] - 5/500 [2021-06-14 21:15:00,336][root][INFO] - 6/500 [2021-06-14 21:15:00,411][root][INFO] - 7/500 [2021-06-14 21:15:00,491][root][INFO] - 8/500 [2021-06-14 21:15:00,561][root][INFO] - 9/500 [2021-06-14 21:15:00,643][root][INFO] - 10/500 [2021-06-14 21:15:00,704][root][INFO] - 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498/500 [2021-06-14 21:15:33,295][root][INFO] - 499/500 [2021-06-14 21:15:33,417][root][INFO] - Validation set: Time avg per batch 0.068 Loss avg 0.2871 IoU avg 0.546 [2021-06-14 21:15:34,709][root][INFO] - Lr: 4.630e-03 | Epoch: [46][0/372] | Time 1.224 | Data 0.942 | Loss 0.1851 | IoU 0.523 [2021-06-14 21:15:38,165][root][INFO] - Lr: 4.626e-03 | Epoch: [46][10/372] | Time 0.425 | Data 0.146 | Loss 0.1851 | IoU 0.523 [2021-06-14 21:15:41,343][root][INFO] - Lr: 4.623e-03 | Epoch: [46][20/372] | Time 0.375 | Data 0.099 | Loss 0.1850 | IoU 0.523 [2021-06-14 21:15:44,538][root][INFO] - Lr: 4.620e-03 | Epoch: [46][30/372] | Time 0.357 | Data 0.082 | Loss 0.1850 | IoU 0.523 [2021-06-14 21:15:47,709][root][INFO] - Lr: 4.616e-03 | Epoch: [46][40/372] | Time 0.347 | Data 0.073 | Loss 0.1850 | IoU 0.523 [2021-06-14 21:15:50,928][root][INFO] - Lr: 4.613e-03 | Epoch: [46][50/372] | Time 0.342 | Data 0.068 | Loss 0.1849 | IoU 0.523 [2021-06-14 21:15:54,136][root][INFO] - Lr: 4.610e-03 | Epoch: [46][60/372] | Time 0.339 | Data 0.065 | Loss 0.1849 | IoU 0.523 [2021-06-14 21:15:57,317][root][INFO] - Lr: 4.606e-03 | Epoch: [46][70/372] | Time 0.336 | Data 0.062 | Loss 0.1849 | IoU 0.523 [2021-06-14 21:16:00,553][root][INFO] - Lr: 4.603e-03 | Epoch: [46][80/372] | Time 0.335 | Data 0.061 | Loss 0.1848 | IoU 0.523 [2021-06-14 21:16:03,668][root][INFO] - Lr: 4.600e-03 | Epoch: [46][90/372] | Time 0.332 | Data 0.058 | Loss 0.1848 | IoU 0.523 [2021-06-14 21:16:06,785][root][INFO] - Lr: 4.597e-03 | Epoch: [46][100/372] | Time 0.330 | Data 0.056 | Loss 0.1847 | IoU 0.523 [2021-06-14 21:16:10,040][root][INFO] - Lr: 4.593e-03 | Epoch: [46][110/372] | Time 0.329 | Data 0.056 | Loss 0.1847 | IoU 0.523 [2021-06-14 21:16:13,193][root][INFO] - Lr: 4.590e-03 | Epoch: [46][120/372] | Time 0.328 | Data 0.055 | Loss 0.1847 | IoU 0.524 [2021-06-14 21:16:16,378][root][INFO] - Lr: 4.587e-03 | Epoch: [46][130/372] | Time 0.328 | Data 0.054 | Loss 0.1846 | IoU 0.524 [2021-06-14 21:16:19,577][root][INFO] - Lr: 4.583e-03 | Epoch: [46][140/372] | Time 0.327 | Data 0.053 | Loss 0.1846 | IoU 0.524 [2021-06-14 21:16:22,762][root][INFO] - Lr: 4.580e-03 | Epoch: [46][150/372] | Time 0.326 | Data 0.053 | Loss 0.1846 | IoU 0.524 [2021-06-14 21:16:25,919][root][INFO] - Lr: 4.577e-03 | Epoch: [46][160/372] | Time 0.326 | Data 0.052 | Loss 0.1845 | IoU 0.524 [2021-06-14 21:16:29,068][root][INFO] - Lr: 4.573e-03 | Epoch: [46][170/372] | Time 0.325 | Data 0.051 | Loss 0.1845 | IoU 0.524 [2021-06-14 21:16:32,234][root][INFO] - Lr: 4.570e-03 | Epoch: [46][180/372] | Time 0.325 | Data 0.051 | Loss 0.1845 | IoU 0.524 [2021-06-14 21:16:35,406][root][INFO] - Lr: 4.567e-03 | Epoch: [46][190/372] | Time 0.324 | Data 0.051 | Loss 0.1844 | IoU 0.524 [2021-06-14 21:16:38,608][root][INFO] - Lr: 4.564e-03 | Epoch: [46][200/372] | Time 0.324 | Data 0.051 | Loss 0.1844 | IoU 0.524 [2021-06-14 21:16:41,788][root][INFO] - Lr: 4.560e-03 | Epoch: [46][210/372] | Time 0.324 | Data 0.051 | Loss 0.1843 | IoU 0.524 [2021-06-14 21:16:44,998][root][INFO] - Lr: 4.557e-03 | Epoch: [46][220/372] | Time 0.324 | Data 0.051 | Loss 0.1843 | IoU 0.524 [2021-06-14 21:16:48,152][root][INFO] - Lr: 4.554e-03 | Epoch: [46][230/372] | Time 0.323 | Data 0.050 | Loss 0.1843 | IoU 0.524 [2021-06-14 21:16:51,345][root][INFO] - Lr: 4.550e-03 | Epoch: [46][240/372] | Time 0.323 | Data 0.050 | Loss 0.1842 | IoU 0.524 [2021-06-14 21:16:54,462][root][INFO] - Lr: 4.547e-03 | Epoch: [46][250/372] | Time 0.323 | Data 0.050 | Loss 0.1842 | IoU 0.524 [2021-06-14 21:16:57,659][root][INFO] - Lr: 4.544e-03 | Epoch: [46][260/372] | Time 0.323 | Data 0.050 | Loss 0.1842 | IoU 0.524 [2021-06-14 21:17:00,800][root][INFO] - Lr: 4.540e-03 | Epoch: [46][270/372] | Time 0.322 | Data 0.049 | Loss 0.1841 | IoU 0.524 [2021-06-14 21:17:04,004][root][INFO] - Lr: 4.537e-03 | Epoch: [46][280/372] | Time 0.322 | Data 0.049 | Loss 0.1841 | IoU 0.524 [2021-06-14 21:17:07,218][root][INFO] - Lr: 4.534e-03 | Epoch: [46][290/372] | Time 0.322 | Data 0.049 | Loss 0.1841 | IoU 0.524 [2021-06-14 21:17:10,396][root][INFO] - Lr: 4.531e-03 | Epoch: [46][300/372] | Time 0.322 | Data 0.049 | Loss 0.1840 | IoU 0.524 [2021-06-14 21:17:13,613][root][INFO] - Lr: 4.527e-03 | Epoch: [46][310/372] | Time 0.322 | Data 0.049 | Loss 0.1840 | IoU 0.524 [2021-06-14 21:17:16,764][root][INFO] - Lr: 4.524e-03 | Epoch: [46][320/372] | Time 0.322 | Data 0.049 | Loss 0.1840 | IoU 0.525 [2021-06-14 21:17:19,963][root][INFO] - Lr: 4.521e-03 | Epoch: [46][330/372] | Time 0.322 | Data 0.049 | Loss 0.1839 | IoU 0.525 [2021-06-14 21:17:23,178][root][INFO] - Lr: 4.517e-03 | Epoch: [46][340/372] | Time 0.322 | Data 0.049 | Loss 0.1839 | IoU 0.525 [2021-06-14 21:17:26,377][root][INFO] - Lr: 4.514e-03 | Epoch: [46][350/372] | Time 0.322 | Data 0.049 | Loss 0.1839 | IoU 0.525 [2021-06-14 21:17:29,532][root][INFO] - Lr: 4.511e-03 | Epoch: [46][360/372] | Time 0.321 | Data 0.049 | Loss 0.1838 | IoU 0.525 [2021-06-14 21:17:32,588][root][INFO] - Lr: 4.507e-03 | Epoch: [46][370/372] | Time 0.321 | Data 0.048 | Loss 0.1838 | IoU 0.525 [2021-06-14 21:17:34,684][root][INFO] - Lr: 4.507e-03 | Epoch: [47][0/372] | Time 1.601 | Data 1.299 | Loss 0.1838 | IoU 0.525 [2021-06-14 21:17:38,119][root][INFO] - Lr: 4.503e-03 | Epoch: [47][10/372] | Time 0.461 | Data 0.183 | Loss 0.1838 | IoU 0.525 [2021-06-14 21:17:41,297][root][INFO] - Lr: 4.500e-03 | Epoch: [47][20/372] | Time 0.392 | Data 0.118 | Loss 0.1837 | IoU 0.525 [2021-06-14 21:17:44,492][root][INFO] - Lr: 4.497e-03 | Epoch: [47][30/372] | Time 0.369 | Data 0.095 | Loss 0.1837 | IoU 0.525 [2021-06-14 21:17:47,782][root][INFO] - Lr: 4.494e-03 | Epoch: [47][40/372] | Time 0.359 | Data 0.085 | Loss 0.1836 | IoU 0.525 [2021-06-14 21:17:50,931][root][INFO] - Lr: 4.490e-03 | Epoch: [47][50/372] | Time 0.351 | Data 0.077 | Loss 0.1836 | IoU 0.525 [2021-06-14 21:17:54,160][root][INFO] - Lr: 4.487e-03 | Epoch: [47][60/372] | Time 0.346 | Data 0.072 | Loss 0.1836 | IoU 0.525 [2021-06-14 21:17:57,410][root][INFO] - Lr: 4.484e-03 | Epoch: [47][70/372] | Time 0.343 | Data 0.068 | Loss 0.1835 | IoU 0.525 [2021-06-14 21:18:00,615][root][INFO] - Lr: 4.480e-03 | Epoch: [47][80/372] | Time 0.340 | Data 0.066 | Loss 0.1835 | IoU 0.525 [2021-06-14 21:18:03,751][root][INFO] - Lr: 4.477e-03 | Epoch: [47][90/372] | Time 0.338 | Data 0.064 | Loss 0.1835 | IoU 0.525 [2021-06-14 21:18:06,960][root][INFO] - Lr: 4.474e-03 | Epoch: [47][100/372] | Time 0.336 | Data 0.062 | Loss 0.1834 | IoU 0.525 [2021-06-14 21:18:10,209][root][INFO] - Lr: 4.470e-03 | Epoch: [47][110/372] | Time 0.335 | Data 0.061 | Loss 0.1834 | IoU 0.525 [2021-06-14 21:18:13,480][root][INFO] - Lr: 4.467e-03 | Epoch: [47][120/372] | Time 0.334 | Data 0.060 | Loss 0.1834 | IoU 0.525 [2021-06-14 21:18:16,679][root][INFO] - Lr: 4.464e-03 | Epoch: [47][130/372] | Time 0.333 | Data 0.059 | Loss 0.1833 | IoU 0.525 [2021-06-14 21:18:19,833][root][INFO] - Lr: 4.461e-03 | Epoch: [47][140/372] | Time 0.332 | Data 0.058 | Loss 0.1833 | IoU 0.525 [2021-06-14 21:18:23,024][root][INFO] - Lr: 4.457e-03 | Epoch: [47][150/372] | Time 0.331 | Data 0.057 | Loss 0.1833 | IoU 0.525 [2021-06-14 21:18:26,196][root][INFO] - Lr: 4.454e-03 | Epoch: [47][160/372] | Time 0.330 | Data 0.056 | Loss 0.1832 | IoU 0.526 [2021-06-14 21:18:29,292][root][INFO] - Lr: 4.451e-03 | Epoch: [47][170/372] | Time 0.329 | Data 0.055 | Loss 0.1832 | IoU 0.526 [2021-06-14 21:18:32,385][root][INFO] - Lr: 4.447e-03 | Epoch: [47][180/372] | Time 0.328 | Data 0.054 | Loss 0.1832 | IoU 0.526 [2021-06-14 21:18:35,604][root][INFO] - Lr: 4.444e-03 | Epoch: [47][190/372] | Time 0.327 | Data 0.054 | Loss 0.1831 | IoU 0.526 [2021-06-14 21:18:38,749][root][INFO] - Lr: 4.441e-03 | Epoch: [47][200/372] | Time 0.327 | Data 0.053 | Loss 0.1831 | IoU 0.526 [2021-06-14 21:18:41,982][root][INFO] - Lr: 4.437e-03 | Epoch: [47][210/372] | Time 0.327 | Data 0.053 | Loss 0.1831 | IoU 0.526 [2021-06-14 21:18:45,204][root][INFO] - Lr: 4.434e-03 | Epoch: [47][220/372] | Time 0.326 | Data 0.053 | Loss 0.1830 | IoU 0.526 [2021-06-14 21:18:48,417][root][INFO] - Lr: 4.431e-03 | Epoch: [47][230/372] | Time 0.326 | Data 0.053 | Loss 0.1830 | IoU 0.526 [2021-06-14 21:18:51,634][root][INFO] - Lr: 4.427e-03 | Epoch: [47][240/372] | Time 0.326 | Data 0.052 | Loss 0.1830 | IoU 0.526 [2021-06-14 21:18:54,852][root][INFO] - Lr: 4.424e-03 | Epoch: [47][250/372] | Time 0.326 | Data 0.052 | Loss 0.1829 | IoU 0.526 [2021-06-14 21:18:58,045][root][INFO] - Lr: 4.421e-03 | Epoch: [47][260/372] | Time 0.326 | Data 0.052 | Loss 0.1829 | IoU 0.526 [2021-06-14 21:19:01,150][root][INFO] - Lr: 4.417e-03 | Epoch: [47][270/372] | Time 0.325 | Data 0.052 | Loss 0.1829 | IoU 0.526 [2021-06-14 21:19:04,385][root][INFO] - Lr: 4.414e-03 | Epoch: [47][280/372] | Time 0.325 | Data 0.051 | Loss 0.1828 | IoU 0.526 [2021-06-14 21:19:07,567][root][INFO] - Lr: 4.411e-03 | Epoch: [47][290/372] | Time 0.325 | Data 0.051 | Loss 0.1828 | IoU 0.526 [2021-06-14 21:19:10,760][root][INFO] - Lr: 4.408e-03 | Epoch: [47][300/372] | Time 0.325 | Data 0.051 | Loss 0.1828 | IoU 0.526 [2021-06-14 21:19:13,912][root][INFO] - Lr: 4.404e-03 | Epoch: [47][310/372] | Time 0.324 | Data 0.051 | Loss 0.1827 | IoU 0.526 [2021-06-14 21:19:17,026][root][INFO] - Lr: 4.401e-03 | Epoch: [47][320/372] | Time 0.324 | Data 0.051 | Loss 0.1827 | IoU 0.526 [2021-06-14 21:19:20,226][root][INFO] - Lr: 4.398e-03 | Epoch: [47][330/372] | Time 0.324 | Data 0.050 | Loss 0.1827 | IoU 0.526 [2021-06-14 21:19:23,460][root][INFO] - Lr: 4.394e-03 | Epoch: [47][340/372] | Time 0.324 | Data 0.050 | Loss 0.1826 | IoU 0.526 [2021-06-14 21:19:26,753][root][INFO] - Lr: 4.391e-03 | Epoch: [47][350/372] | Time 0.324 | Data 0.050 | Loss 0.1826 | IoU 0.526 [2021-06-14 21:19:29,956][root][INFO] - Lr: 4.388e-03 | Epoch: [47][360/372] | Time 0.324 | Data 0.050 | Loss 0.1826 | IoU 0.526 [2021-06-14 21:19:33,032][root][INFO] - Lr: 4.384e-03 | Epoch: [47][370/372] | Time 0.323 | Data 0.050 | Loss 0.1825 | IoU 0.527 [2021-06-14 21:19:34,957][root][INFO] - Lr: 4.384e-03 | Epoch: [48][0/372] | Time 1.463 | Data 1.172 | Loss 0.1825 | IoU 0.527 [2021-06-14 21:19:38,351][root][INFO] - Lr: 4.380e-03 | Epoch: [48][10/372] | Time 0.437 | Data 0.163 | Loss 0.1825 | IoU 0.527 [2021-06-14 21:19:41,523][root][INFO] - Lr: 4.377e-03 | Epoch: [48][20/372] | Time 0.382 | Data 0.109 | Loss 0.1824 | IoU 0.527 [2021-06-14 21:19:44,693][root][INFO] - Lr: 4.374e-03 | Epoch: [48][30/372] | Time 0.361 | Data 0.089 | Loss 0.1824 | IoU 0.527 [2021-06-14 21:19:47,888][root][INFO] - Lr: 4.370e-03 | Epoch: [48][40/372] | Time 0.351 | Data 0.079 | Loss 0.1824 | IoU 0.527 [2021-06-14 21:19:51,026][root][INFO] - Lr: 4.367e-03 | Epoch: [48][50/372] | Time 0.344 | Data 0.072 | Loss 0.1823 | IoU 0.527 [2021-06-14 21:19:54,257][root][INFO] - Lr: 4.364e-03 | Epoch: [48][60/372] | Time 0.341 | Data 0.068 | Loss 0.1823 | IoU 0.527 [2021-06-14 21:19:57,499][root][INFO] - Lr: 4.360e-03 | Epoch: [48][70/372] | Time 0.338 | Data 0.065 | Loss 0.1823 | IoU 0.527 [2021-06-14 21:20:00,663][root][INFO] - Lr: 4.357e-03 | Epoch: [48][80/372] | Time 0.335 | Data 0.063 | Loss 0.1822 | IoU 0.527 [2021-06-14 21:20:03,835][root][INFO] - Lr: 4.354e-03 | Epoch: [48][90/372] | Time 0.333 | Data 0.061 | Loss 0.1822 | IoU 0.527 [2021-06-14 21:20:07,049][root][INFO] - Lr: 4.351e-03 | Epoch: [48][100/372] | Time 0.332 | Data 0.059 | Loss 0.1822 | IoU 0.527 [2021-06-14 21:20:10,179][root][INFO] - Lr: 4.347e-03 | Epoch: [48][110/372] | Time 0.331 | Data 0.058 | Loss 0.1821 | IoU 0.527 [2021-06-14 21:20:13,345][root][INFO] - Lr: 4.344e-03 | Epoch: [48][120/372] | Time 0.329 | Data 0.056 | Loss 0.1821 | IoU 0.527 [2021-06-14 21:20:16,583][root][INFO] - Lr: 4.341e-03 | Epoch: [48][130/372] | Time 0.329 | Data 0.056 | Loss 0.1821 | IoU 0.527 [2021-06-14 21:20:19,777][root][INFO] - Lr: 4.337e-03 | Epoch: [48][140/372] | Time 0.328 | Data 0.055 | Loss 0.1820 | IoU 0.527 [2021-06-14 21:20:22,906][root][INFO] - Lr: 4.334e-03 | Epoch: [48][150/372] | Time 0.327 | Data 0.054 | Loss 0.1820 | IoU 0.527 [2021-06-14 21:20:26,135][root][INFO] - Lr: 4.331e-03 | Epoch: [48][160/372] | Time 0.327 | Data 0.054 | Loss 0.1820 | IoU 0.527 [2021-06-14 21:20:29,334][root][INFO] - Lr: 4.327e-03 | Epoch: [48][170/372] | Time 0.327 | Data 0.054 | Loss 0.1819 | IoU 0.527 [2021-06-14 21:20:32,554][root][INFO] - Lr: 4.324e-03 | Epoch: [48][180/372] | Time 0.326 | Data 0.053 | Loss 0.1819 | IoU 0.527 [2021-06-14 21:20:35,725][root][INFO] - Lr: 4.321e-03 | Epoch: [48][190/372] | Time 0.326 | Data 0.053 | Loss 0.1819 | IoU 0.527 [2021-06-14 21:20:38,910][root][INFO] - Lr: 4.317e-03 | Epoch: [48][200/372] | Time 0.325 | Data 0.052 | Loss 0.1818 | IoU 0.527 [2021-06-14 21:20:42,090][root][INFO] - Lr: 4.314e-03 | Epoch: [48][210/372] | Time 0.325 | Data 0.052 | Loss 0.1818 | IoU 0.527 [2021-06-14 21:20:45,282][root][INFO] - Lr: 4.311e-03 | Epoch: [48][220/372] | Time 0.325 | Data 0.052 | Loss 0.1818 | IoU 0.528 [2021-06-14 21:20:48,481][root][INFO] - Lr: 4.307e-03 | Epoch: [48][230/372] | Time 0.325 | Data 0.051 | Loss 0.1817 | IoU 0.528 [2021-06-14 21:20:51,696][root][INFO] - Lr: 4.304e-03 | Epoch: [48][240/372] | Time 0.325 | Data 0.051 | Loss 0.1817 | IoU 0.528 [2021-06-14 21:20:54,824][root][INFO] - Lr: 4.301e-03 | Epoch: [48][250/372] | Time 0.324 | Data 0.051 | Loss 0.1817 | IoU 0.528 [2021-06-14 21:20:57,986][root][INFO] - Lr: 4.297e-03 | Epoch: [48][260/372] | Time 0.324 | Data 0.050 | Loss 0.1816 | IoU 0.528 [2021-06-14 21:21:01,187][root][INFO] - Lr: 4.294e-03 | Epoch: [48][270/372] | Time 0.324 | Data 0.050 | Loss 0.1816 | IoU 0.528 [2021-06-14 21:21:04,381][root][INFO] - Lr: 4.291e-03 | Epoch: [48][280/372] | Time 0.323 | Data 0.050 | Loss 0.1816 | IoU 0.528 [2021-06-14 21:21:07,568][root][INFO] - Lr: 4.287e-03 | Epoch: [48][290/372] | Time 0.323 | Data 0.050 | Loss 0.1815 | IoU 0.528 [2021-06-14 21:21:10,788][root][INFO] - Lr: 4.284e-03 | Epoch: [48][300/372] | Time 0.323 | Data 0.050 | Loss 0.1815 | IoU 0.528 [2021-06-14 21:21:13,954][root][INFO] - Lr: 4.281e-03 | Epoch: [48][310/372] | Time 0.323 | Data 0.050 | Loss 0.1815 | IoU 0.528 [2021-06-14 21:21:17,166][root][INFO] - Lr: 4.277e-03 | Epoch: [48][320/372] | Time 0.323 | Data 0.050 | Loss 0.1814 | IoU 0.528 [2021-06-14 21:21:20,325][root][INFO] - Lr: 4.274e-03 | Epoch: [48][330/372] | Time 0.323 | Data 0.049 | Loss 0.1814 | IoU 0.528 [2021-06-14 21:21:23,419][root][INFO] - Lr: 4.271e-03 | Epoch: [48][340/372] | Time 0.322 | Data 0.049 | Loss 0.1814 | IoU 0.528 [2021-06-14 21:21:26,622][root][INFO] - Lr: 4.268e-03 | Epoch: [48][350/372] | Time 0.322 | Data 0.049 | Loss 0.1813 | IoU 0.528 [2021-06-14 21:21:29,868][root][INFO] - Lr: 4.264e-03 | Epoch: [48][360/372] | Time 0.322 | Data 0.049 | Loss 0.1813 | IoU 0.528 [2021-06-14 21:21:32,986][root][INFO] - Lr: 4.261e-03 | Epoch: [48][370/372] | Time 0.322 | Data 0.049 | Loss 0.1813 | IoU 0.528 [2021-06-14 21:21:34,753][root][INFO] - Lr: 4.260e-03 | Epoch: [49][0/372] | Time 1.307 | Data 1.016 | Loss 0.1813 | IoU 0.528 [2021-06-14 21:21:38,233][root][INFO] - Lr: 4.257e-03 | Epoch: [49][10/372] | Time 0.437 | Data 0.160 | Loss 0.1812 | IoU 0.528 [2021-06-14 21:21:41,464][root][INFO] - Lr: 4.254e-03 | Epoch: [49][20/372] | Time 0.383 | Data 0.108 | Loss 0.1812 | IoU 0.528 [2021-06-14 21:21:44,612][root][INFO] - Lr: 4.250e-03 | Epoch: [49][30/372] | Time 0.361 | Data 0.086 | Loss 0.1812 | IoU 0.528 [2021-06-14 21:21:47,780][root][INFO] - Lr: 4.247e-03 | Epoch: [49][40/372] | Time 0.350 | Data 0.076 | Loss 0.1811 | IoU 0.528 [2021-06-14 21:21:50,982][root][INFO] - Lr: 4.244e-03 | Epoch: [49][50/372] | Time 0.344 | Data 0.070 | Loss 0.1811 | IoU 0.529 [2021-06-14 21:21:54,208][root][INFO] - Lr: 4.240e-03 | Epoch: [49][60/372] | Time 0.340 | Data 0.067 | Loss 0.1811 | IoU 0.529 [2021-06-14 21:21:57,391][root][INFO] - Lr: 4.237e-03 | Epoch: [49][70/372] | Time 0.337 | Data 0.064 | Loss 0.1810 | IoU 0.529 [2021-06-14 21:22:00,603][root][INFO] - Lr: 4.234e-03 | Epoch: [49][80/372] | Time 0.335 | Data 0.062 | Loss 0.1810 | IoU 0.529 [2021-06-14 21:22:03,833][root][INFO] - Lr: 4.230e-03 | Epoch: [49][90/372] | Time 0.334 | Data 0.061 | Loss 0.1810 | IoU 0.529 [2021-06-14 21:22:07,003][root][INFO] - Lr: 4.227e-03 | Epoch: [49][100/372] | Time 0.332 | Data 0.059 | Loss 0.1809 | IoU 0.529 [2021-06-14 21:22:10,169][root][INFO] - Lr: 4.224e-03 | Epoch: [49][110/372] | Time 0.331 | Data 0.058 | Loss 0.1809 | IoU 0.529 [2021-06-14 21:22:13,355][root][INFO] - Lr: 4.220e-03 | Epoch: [49][120/372] | Time 0.330 | Data 0.056 | Loss 0.1809 | IoU 0.529 [2021-06-14 21:22:16,524][root][INFO] - Lr: 4.217e-03 | Epoch: [49][130/372] | Time 0.329 | Data 0.055 | Loss 0.1808 | IoU 0.529 [2021-06-14 21:22:19,652][root][INFO] - Lr: 4.214e-03 | Epoch: [49][140/372] | Time 0.328 | Data 0.054 | Loss 0.1808 | IoU 0.529 [2021-06-14 21:22:22,871][root][INFO] - Lr: 4.210e-03 | Epoch: [49][150/372] | Time 0.327 | Data 0.054 | Loss 0.1808 | IoU 0.529 [2021-06-14 21:22:26,058][root][INFO] - Lr: 4.207e-03 | Epoch: [49][160/372] | Time 0.327 | Data 0.053 | Loss 0.1807 | IoU 0.529 [2021-06-14 21:22:29,232][root][INFO] - Lr: 4.204e-03 | Epoch: [49][170/372] | Time 0.326 | Data 0.053 | Loss 0.1807 | IoU 0.529 [2021-06-14 21:22:32,443][root][INFO] - Lr: 4.200e-03 | Epoch: [49][180/372] | Time 0.326 | Data 0.052 | Loss 0.1807 | IoU 0.529 [2021-06-14 21:22:35,603][root][INFO] - Lr: 4.197e-03 | Epoch: [49][190/372] | Time 0.326 | Data 0.052 | Loss 0.1806 | IoU 0.529 [2021-06-14 21:22:38,741][root][INFO] - Lr: 4.194e-03 | Epoch: [49][200/372] | Time 0.325 | Data 0.051 | Loss 0.1806 | IoU 0.529 [2021-06-14 21:22:41,860][root][INFO] - Lr: 4.190e-03 | Epoch: [49][210/372] | Time 0.324 | Data 0.051 | Loss 0.1806 | IoU 0.529 [2021-06-14 21:22:45,033][root][INFO] - Lr: 4.187e-03 | Epoch: [49][220/372] | Time 0.324 | Data 0.050 | Loss 0.1805 | IoU 0.529 [2021-06-14 21:22:48,204][root][INFO] - Lr: 4.184e-03 | Epoch: [49][230/372] | Time 0.324 | Data 0.050 | Loss 0.1805 | IoU 0.529 [2021-06-14 21:22:51,389][root][INFO] - Lr: 4.180e-03 | Epoch: [49][240/372] | Time 0.323 | Data 0.050 | Loss 0.1805 | IoU 0.529 [2021-06-14 21:22:54,541][root][INFO] - Lr: 4.177e-03 | Epoch: [49][250/372] | Time 0.323 | Data 0.050 | Loss 0.1804 | IoU 0.529 [2021-06-14 21:22:57,718][root][INFO] - Lr: 4.174e-03 | Epoch: [49][260/372] | Time 0.323 | Data 0.049 | Loss 0.1804 | IoU 0.529 [2021-06-14 21:23:00,908][root][INFO] - Lr: 4.170e-03 | Epoch: [49][270/372] | Time 0.323 | Data 0.049 | Loss 0.1804 | IoU 0.530 [2021-06-14 21:23:04,087][root][INFO] - Lr: 4.167e-03 | Epoch: [49][280/372] | Time 0.323 | Data 0.049 | Loss 0.1804 | IoU 0.530 [2021-06-14 21:23:07,316][root][INFO] - Lr: 4.164e-03 | Epoch: [49][290/372] | Time 0.323 | Data 0.049 | Loss 0.1803 | IoU 0.530 [2021-06-14 21:23:10,496][root][INFO] - Lr: 4.160e-03 | Epoch: [49][300/372] | Time 0.322 | Data 0.049 | Loss 0.1803 | IoU 0.530 [2021-06-14 21:23:13,640][root][INFO] - Lr: 4.157e-03 | Epoch: [49][310/372] | Time 0.322 | Data 0.049 | Loss 0.1803 | IoU 0.530 [2021-06-14 21:23:16,923][root][INFO] - Lr: 4.154e-03 | Epoch: [49][320/372] | Time 0.322 | Data 0.049 | Loss 0.1802 | IoU 0.530 [2021-06-14 21:23:20,093][root][INFO] - Lr: 4.150e-03 | Epoch: [49][330/372] | Time 0.322 | Data 0.049 | Loss 0.1802 | IoU 0.530 [2021-06-14 21:23:23,304][root][INFO] - Lr: 4.147e-03 | Epoch: [49][340/372] | Time 0.322 | Data 0.049 | Loss 0.1802 | IoU 0.530 [2021-06-14 21:23:26,532][root][INFO] - Lr: 4.144e-03 | Epoch: [49][350/372] | Time 0.322 | Data 0.049 | Loss 0.1801 | IoU 0.530 [2021-06-14 21:23:29,780][root][INFO] - Lr: 4.140e-03 | Epoch: [49][360/372] | Time 0.322 | Data 0.049 | Loss 0.1801 | IoU 0.530 [2021-06-14 21:23:32,822][root][INFO] - Lr: 4.137e-03 | Epoch: [49][370/372] | Time 0.322 | Data 0.048 | Loss 0.1801 | IoU 0.530 [2021-06-14 21:23:34,791][root][INFO] - Lr: 4.136e-03 | Epoch: [50][0/372] | Time 1.515 | Data 1.199 | Loss 0.1801 | IoU 0.530 [2021-06-14 21:23:38,095][root][INFO] - Lr: 4.133e-03 | Epoch: [50][10/372] | Time 0.438 | Data 0.160 | Loss 0.1800 | IoU 0.530 [2021-06-14 21:23:41,253][root][INFO] - Lr: 4.130e-03 | Epoch: [50][20/372] | Time 0.381 | Data 0.103 | Loss 0.1800 | IoU 0.530 [2021-06-14 21:23:44,472][root][INFO] - Lr: 4.126e-03 | Epoch: [50][30/372] | Time 0.361 | Data 0.083 | Loss 0.1800 | IoU 0.530 [2021-06-14 21:23:47,685][root][INFO] - Lr: 4.123e-03 | Epoch: [50][40/372] | Time 0.351 | Data 0.075 | Loss 0.1799 | IoU 0.530 [2021-06-14 21:23:50,915][root][INFO] - Lr: 4.120e-03 | Epoch: [50][50/372] | Time 0.346 | Data 0.070 | Loss 0.1799 | IoU 0.530 [2021-06-14 21:23:54,122][root][INFO] - Lr: 4.116e-03 | Epoch: [50][60/372] | Time 0.342 | Data 0.066 | Loss 0.1799 | IoU 0.530 [2021-06-14 21:23:57,337][root][INFO] - Lr: 4.113e-03 | Epoch: [50][70/372] | Time 0.339 | Data 0.064 | Loss 0.1798 | IoU 0.530 [2021-06-14 21:24:00,502][root][INFO] - Lr: 4.110e-03 | Epoch: [50][80/372] | Time 0.336 | Data 0.062 | Loss 0.1798 | IoU 0.530 [2021-06-14 21:24:03,655][root][INFO] - Lr: 4.106e-03 | Epoch: [50][90/372] | Time 0.334 | Data 0.059 | Loss 0.1798 | IoU 0.530 [2021-06-14 21:24:06,803][root][INFO] - Lr: 4.103e-03 | Epoch: [50][100/372] | Time 0.332 | Data 0.058 | Loss 0.1797 | IoU 0.530 [2021-06-14 21:24:10,013][root][INFO] - Lr: 4.100e-03 | Epoch: [50][110/372] | Time 0.331 | Data 0.057 | Loss 0.1797 | IoU 0.530 [2021-06-14 21:24:13,208][root][INFO] - Lr: 4.096e-03 | Epoch: [50][120/372] | Time 0.330 | Data 0.056 | Loss 0.1797 | IoU 0.530 [2021-06-14 21:24:16,405][root][INFO] - Lr: 4.093e-03 | Epoch: [50][130/372] | Time 0.329 | Data 0.055 | Loss 0.1796 | IoU 0.531 [2021-06-14 21:24:19,584][root][INFO] - Lr: 4.090e-03 | Epoch: [50][140/372] | Time 0.328 | Data 0.054 | Loss 0.1796 | IoU 0.531 [2021-06-14 21:24:22,730][root][INFO] - Lr: 4.086e-03 | Epoch: [50][150/372] | Time 0.328 | Data 0.054 | Loss 0.1796 | IoU 0.531 [2021-06-14 21:24:25,861][root][INFO] - Lr: 4.083e-03 | Epoch: [50][160/372] | Time 0.327 | Data 0.053 | Loss 0.1795 | IoU 0.531 [2021-06-14 21:24:29,028][root][INFO] - Lr: 4.080e-03 | Epoch: [50][170/372] | Time 0.326 | Data 0.052 | Loss 0.1795 | IoU 0.531 [2021-06-14 21:24:32,204][root][INFO] - Lr: 4.076e-03 | Epoch: [50][180/372] | Time 0.326 | Data 0.052 | Loss 0.1795 | IoU 0.531 [2021-06-14 21:24:35,429][root][INFO] - Lr: 4.073e-03 | Epoch: [50][190/372] | Time 0.325 | Data 0.052 | Loss 0.1794 | IoU 0.531 [2021-06-14 21:24:38,593][root][INFO] - Lr: 4.070e-03 | Epoch: [50][200/372] | Time 0.325 | Data 0.051 | Loss 0.1794 | IoU 0.531 [2021-06-14 21:24:41,846][root][INFO] - Lr: 4.066e-03 | Epoch: [50][210/372] | Time 0.325 | Data 0.051 | Loss 0.1794 | IoU 0.531 [2021-06-14 21:24:45,040][root][INFO] - Lr: 4.063e-03 | Epoch: [50][220/372] | Time 0.325 | Data 0.051 | Loss 0.1794 | IoU 0.531 [2021-06-14 21:24:48,230][root][INFO] - Lr: 4.060e-03 | Epoch: [50][230/372] | Time 0.325 | Data 0.051 | Loss 0.1793 | IoU 0.531 [2021-06-14 21:24:51,428][root][INFO] - Lr: 4.056e-03 | Epoch: [50][240/372] | Time 0.324 | Data 0.050 | Loss 0.1793 | IoU 0.531 [2021-06-14 21:24:54,629][root][INFO] - Lr: 4.053e-03 | Epoch: [50][250/372] | Time 0.324 | Data 0.050 | Loss 0.1793 | IoU 0.531 [2021-06-14 21:24:57,770][root][INFO] - Lr: 4.049e-03 | Epoch: [50][260/372] | Time 0.324 | Data 0.050 | Loss 0.1792 | IoU 0.531 [2021-06-14 21:25:00,955][root][INFO] - Lr: 4.046e-03 | Epoch: [50][270/372] | Time 0.324 | Data 0.050 | Loss 0.1792 | IoU 0.531 [2021-06-14 21:25:04,128][root][INFO] - Lr: 4.043e-03 | Epoch: [50][280/372] | Time 0.323 | Data 0.050 | Loss 0.1792 | IoU 0.531 [2021-06-14 21:25:07,304][root][INFO] - Lr: 4.039e-03 | Epoch: [50][290/372] | Time 0.323 | Data 0.050 | Loss 0.1791 | IoU 0.531 [2021-06-14 21:25:10,446][root][INFO] - Lr: 4.036e-03 | Epoch: [50][300/372] | Time 0.323 | Data 0.049 | Loss 0.1791 | IoU 0.531 [2021-06-14 21:25:13,612][root][INFO] - Lr: 4.033e-03 | Epoch: [50][310/372] | Time 0.323 | Data 0.049 | Loss 0.1791 | IoU 0.531 [2021-06-14 21:25:16,821][root][INFO] - Lr: 4.029e-03 | Epoch: [50][320/372] | Time 0.323 | Data 0.049 | Loss 0.1790 | IoU 0.531 [2021-06-14 21:25:20,019][root][INFO] - Lr: 4.026e-03 | Epoch: [50][330/372] | Time 0.323 | Data 0.049 | Loss 0.1790 | IoU 0.531 [2021-06-14 21:25:23,135][root][INFO] - Lr: 4.023e-03 | Epoch: [50][340/372] | Time 0.322 | Data 0.049 | Loss 0.1790 | IoU 0.531 [2021-06-14 21:25:26,300][root][INFO] - Lr: 4.019e-03 | Epoch: [50][350/372] | Time 0.322 | Data 0.048 | Loss 0.1789 | IoU 0.531 [2021-06-14 21:25:29,456][root][INFO] - Lr: 4.016e-03 | Epoch: [50][360/372] | Time 0.322 | Data 0.048 | Loss 0.1789 | IoU 0.531 [2021-06-14 21:25:32,526][root][INFO] - Lr: 4.013e-03 | Epoch: [50][370/372] | Time 0.321 | Data 0.048 | Loss 0.1789 | IoU 0.532 [2021-06-14 21:25:33,363][root][INFO] - 0/500 [2021-06-14 21:25:33,460][root][INFO] - 1/500 [2021-06-14 21:25:33,534][root][INFO] - 2/500 [2021-06-14 21:25:33,603][root][INFO] - 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491/500 [2021-06-14 21:26:08,079][root][INFO] - 492/500 [2021-06-14 21:26:08,123][root][INFO] - 493/500 [2021-06-14 21:26:08,166][root][INFO] - 494/500 [2021-06-14 21:26:08,210][root][INFO] - 495/500 [2021-06-14 21:26:08,253][root][INFO] - 496/500 [2021-06-14 21:26:08,298][root][INFO] - 497/500 [2021-06-14 21:26:08,341][root][INFO] - 498/500 [2021-06-14 21:26:08,384][root][INFO] - 499/500 [2021-06-14 21:26:08,515][root][INFO] - Validation set: Time avg per batch 0.071 Loss avg 0.2890 IoU avg 0.550 [2021-06-14 21:26:08,517][root][INFO] - ---> save checkpoint [2021-06-14 21:26:12,558][root][INFO] - Lr: 4.012e-03 | Epoch: [51][0/372] | Time 1.524 | Data 1.219 | Loss 0.1789 | IoU 0.532 [2021-06-14 21:26:15,908][root][INFO] - Lr: 4.009e-03 | Epoch: [51][10/372] | Time 0.447 | Data 0.171 | Loss 0.1788 | IoU 0.532 [2021-06-14 21:26:19,170][root][INFO] - Lr: 4.005e-03 | Epoch: [51][20/372] | Time 0.389 | Data 0.114 | Loss 0.1788 | IoU 0.532 [2021-06-14 21:26:22,384][root][INFO] - Lr: 4.002e-03 | Epoch: [51][30/372] | Time 0.367 | Data 0.093 | Loss 0.1788 | IoU 0.532 [2021-06-14 21:26:25,586][root][INFO] - Lr: 3.999e-03 | Epoch: [51][40/372] | Time 0.356 | Data 0.082 | Loss 0.1787 | IoU 0.532 [2021-06-14 21:26:28,746][root][INFO] - Lr: 3.995e-03 | Epoch: [51][50/372] | Time 0.348 | Data 0.074 | Loss 0.1787 | IoU 0.532 [2021-06-14 21:26:31,983][root][INFO] - Lr: 3.992e-03 | Epoch: [51][60/372] | Time 0.344 | Data 0.070 | Loss 0.1787 | IoU 0.532 [2021-06-14 21:26:35,160][root][INFO] - Lr: 3.989e-03 | Epoch: [51][70/372] | Time 0.340 | Data 0.066 | Loss 0.1786 | IoU 0.532 [2021-06-14 21:26:38,265][root][INFO] - Lr: 3.985e-03 | Epoch: [51][80/372] | Time 0.337 | Data 0.063 | Loss 0.1786 | IoU 0.532 [2021-06-14 21:26:41,448][root][INFO] - Lr: 3.982e-03 | Epoch: [51][90/372] | Time 0.335 | Data 0.061 | Loss 0.1786 | IoU 0.532 [2021-06-14 21:26:44,623][root][INFO] - Lr: 3.979e-03 | Epoch: [51][100/372] | Time 0.333 | Data 0.059 | Loss 0.1786 | IoU 0.532 [2021-06-14 21:26:47,824][root][INFO] - Lr: 3.975e-03 | Epoch: [51][110/372] | Time 0.332 | Data 0.058 | Loss 0.1785 | IoU 0.532 [2021-06-14 21:26:51,002][root][INFO] - Lr: 3.972e-03 | Epoch: [51][120/372] | Time 0.331 | Data 0.057 | Loss 0.1785 | IoU 0.532 [2021-06-14 21:26:54,186][root][INFO] - Lr: 3.968e-03 | Epoch: [51][130/372] | Time 0.330 | Data 0.056 | Loss 0.1785 | IoU 0.532 [2021-06-14 21:26:57,390][root][INFO] - Lr: 3.965e-03 | Epoch: [51][140/372] | Time 0.329 | Data 0.056 | Loss 0.1784 | IoU 0.532 [2021-06-14 21:27:00,558][root][INFO] - Lr: 3.962e-03 | Epoch: [51][150/372] | Time 0.328 | Data 0.055 | Loss 0.1784 | IoU 0.532 [2021-06-14 21:27:03,793][root][INFO] - Lr: 3.958e-03 | Epoch: [51][160/372] | Time 0.328 | Data 0.054 | Loss 0.1784 | IoU 0.532 [2021-06-14 21:27:06,940][root][INFO] - Lr: 3.955e-03 | Epoch: [51][170/372] | Time 0.327 | Data 0.054 | Loss 0.1783 | IoU 0.532 [2021-06-14 21:27:10,209][root][INFO] - Lr: 3.952e-03 | Epoch: [51][180/372] | Time 0.327 | Data 0.054 | Loss 0.1783 | IoU 0.532 [2021-06-14 21:27:13,372][root][INFO] - Lr: 3.948e-03 | Epoch: [51][190/372] | Time 0.327 | Data 0.053 | Loss 0.1783 | IoU 0.532 [2021-06-14 21:27:16,534][root][INFO] - Lr: 3.945e-03 | Epoch: [51][200/372] | Time 0.326 | Data 0.053 | Loss 0.1782 | IoU 0.532 [2021-06-14 21:27:19,662][root][INFO] - Lr: 3.942e-03 | Epoch: [51][210/372] | Time 0.326 | Data 0.052 | Loss 0.1782 | IoU 0.532 [2021-06-14 21:27:22,848][root][INFO] - Lr: 3.938e-03 | Epoch: [51][220/372] | Time 0.325 | Data 0.052 | Loss 0.1782 | IoU 0.533 [2021-06-14 21:27:26,071][root][INFO] - Lr: 3.935e-03 | Epoch: [51][230/372] | Time 0.325 | Data 0.052 | Loss 0.1782 | IoU 0.533 [2021-06-14 21:27:29,249][root][INFO] - Lr: 3.932e-03 | Epoch: [51][240/372] | Time 0.325 | Data 0.051 | Loss 0.1781 | IoU 0.533 [2021-06-14 21:27:32,442][root][INFO] - Lr: 3.928e-03 | Epoch: [51][250/372] | Time 0.324 | Data 0.051 | Loss 0.1781 | IoU 0.533 [2021-06-14 21:27:35,589][root][INFO] - Lr: 3.925e-03 | Epoch: [51][260/372] | Time 0.324 | Data 0.051 | Loss 0.1781 | IoU 0.533 [2021-06-14 21:27:38,785][root][INFO] - Lr: 3.922e-03 | Epoch: [51][270/372] | Time 0.324 | Data 0.051 | Loss 0.1780 | IoU 0.533 [2021-06-14 21:27:41,989][root][INFO] - Lr: 3.918e-03 | Epoch: [51][280/372] | Time 0.324 | Data 0.051 | Loss 0.1780 | IoU 0.533 [2021-06-14 21:27:45,182][root][INFO] - Lr: 3.915e-03 | Epoch: [51][290/372] | Time 0.324 | Data 0.050 | Loss 0.1780 | IoU 0.533 [2021-06-14 21:27:48,434][root][INFO] - Lr: 3.911e-03 | Epoch: [51][300/372] | Time 0.324 | Data 0.050 | Loss 0.1779 | IoU 0.533 [2021-06-14 21:27:51,646][root][INFO] - Lr: 3.908e-03 | Epoch: [51][310/372] | Time 0.324 | Data 0.050 | Loss 0.1779 | IoU 0.533 [2021-06-14 21:27:54,846][root][INFO] - Lr: 3.905e-03 | Epoch: [51][320/372] | Time 0.324 | Data 0.050 | Loss 0.1779 | IoU 0.533 [2021-06-14 21:27:58,051][root][INFO] - Lr: 3.901e-03 | Epoch: [51][330/372] | Time 0.323 | Data 0.050 | Loss 0.1778 | IoU 0.533 [2021-06-14 21:28:01,254][root][INFO] - Lr: 3.898e-03 | Epoch: [51][340/372] | Time 0.323 | Data 0.050 | Loss 0.1778 | IoU 0.533 [2021-06-14 21:28:04,360][root][INFO] - Lr: 3.895e-03 | Epoch: [51][350/372] | Time 0.323 | Data 0.050 | Loss 0.1778 | IoU 0.533 [2021-06-14 21:28:07,561][root][INFO] - Lr: 3.891e-03 | Epoch: [51][360/372] | Time 0.323 | Data 0.050 | Loss 0.1778 | IoU 0.533 [2021-06-14 21:28:10,616][root][INFO] - Lr: 3.888e-03 | Epoch: [51][370/372] | Time 0.322 | Data 0.049 | Loss 0.1777 | IoU 0.533 [2021-06-14 21:28:12,417][root][INFO] - Lr: 3.887e-03 | Epoch: [52][0/372] | Time 1.328 | Data 1.037 | Loss 0.1777 | IoU 0.533 [2021-06-14 21:28:15,954][root][INFO] - Lr: 3.884e-03 | Epoch: [52][10/372] | Time 0.443 | Data 0.160 | Loss 0.1777 | IoU 0.533 [2021-06-14 21:28:19,156][root][INFO] - Lr: 3.881e-03 | Epoch: [52][20/372] | Time 0.384 | Data 0.106 | Loss 0.1777 | IoU 0.533 [2021-06-14 21:28:22,363][root][INFO] - Lr: 3.877e-03 | Epoch: [52][30/372] | Time 0.364 | Data 0.088 | Loss 0.1776 | IoU 0.533 [2021-06-14 21:28:25,583][root][INFO] - Lr: 3.874e-03 | Epoch: [52][40/372] | Time 0.353 | Data 0.078 | Loss 0.1776 | IoU 0.533 [2021-06-14 21:28:28,760][root][INFO] - Lr: 3.871e-03 | Epoch: [52][50/372] | Time 0.346 | Data 0.071 | Loss 0.1776 | IoU 0.533 [2021-06-14 21:28:31,902][root][INFO] - Lr: 3.867e-03 | Epoch: [52][60/372] | Time 0.341 | Data 0.067 | Loss 0.1775 | IoU 0.533 [2021-06-14 21:28:35,122][root][INFO] - Lr: 3.864e-03 | Epoch: [52][70/372] | Time 0.338 | Data 0.064 | Loss 0.1775 | IoU 0.533 [2021-06-14 21:28:38,320][root][INFO] - Lr: 3.860e-03 | Epoch: [52][80/372] | Time 0.336 | Data 0.062 | Loss 0.1775 | IoU 0.533 [2021-06-14 21:28:41,469][root][INFO] - Lr: 3.857e-03 | Epoch: [52][90/372] | Time 0.334 | Data 0.060 | Loss 0.1775 | IoU 0.534 [2021-06-14 21:28:44,678][root][INFO] - Lr: 3.854e-03 | Epoch: [52][100/372] | Time 0.333 | Data 0.058 | Loss 0.1774 | IoU 0.534 [2021-06-14 21:28:47,854][root][INFO] - Lr: 3.850e-03 | Epoch: [52][110/372] | Time 0.331 | Data 0.057 | Loss 0.1774 | IoU 0.534 [2021-06-14 21:28:51,095][root][INFO] - Lr: 3.847e-03 | Epoch: [52][120/372] | Time 0.331 | Data 0.057 | Loss 0.1774 | IoU 0.534 [2021-06-14 21:28:54,284][root][INFO] - Lr: 3.844e-03 | Epoch: [52][130/372] | Time 0.330 | Data 0.056 | Loss 0.1773 | IoU 0.534 [2021-06-14 21:28:57,506][root][INFO] - Lr: 3.840e-03 | Epoch: [52][140/372] | Time 0.329 | Data 0.055 | Loss 0.1773 | IoU 0.534 [2021-06-14 21:29:00,708][root][INFO] - Lr: 3.837e-03 | Epoch: [52][150/372] | Time 0.329 | Data 0.055 | Loss 0.1773 | IoU 0.534 [2021-06-14 21:29:03,898][root][INFO] - Lr: 3.834e-03 | Epoch: [52][160/372] | Time 0.328 | Data 0.055 | Loss 0.1772 | IoU 0.534 [2021-06-14 21:29:07,058][root][INFO] - Lr: 3.830e-03 | Epoch: [52][170/372] | Time 0.327 | Data 0.054 | Loss 0.1772 | IoU 0.534 [2021-06-14 21:29:10,245][root][INFO] - Lr: 3.827e-03 | Epoch: [52][180/372] | Time 0.327 | Data 0.053 | Loss 0.1772 | IoU 0.534 [2021-06-14 21:29:13,433][root][INFO] - Lr: 3.823e-03 | Epoch: [52][190/372] | Time 0.326 | Data 0.053 | Loss 0.1772 | IoU 0.534 [2021-06-14 21:29:16,572][root][INFO] - Lr: 3.820e-03 | Epoch: [52][200/372] | Time 0.326 | Data 0.052 | Loss 0.1771 | IoU 0.534 [2021-06-14 21:29:19,697][root][INFO] - Lr: 3.817e-03 | Epoch: [52][210/372] | Time 0.325 | Data 0.052 | Loss 0.1771 | IoU 0.534 [2021-06-14 21:29:22,916][root][INFO] - Lr: 3.813e-03 | Epoch: [52][220/372] | Time 0.325 | Data 0.051 | Loss 0.1771 | IoU 0.534 [2021-06-14 21:29:26,118][root][INFO] - Lr: 3.810e-03 | Epoch: [52][230/372] | Time 0.325 | Data 0.051 | Loss 0.1770 | IoU 0.534 [2021-06-14 21:29:29,225][root][INFO] - Lr: 3.807e-03 | Epoch: [52][240/372] | Time 0.324 | Data 0.051 | Loss 0.1770 | IoU 0.534 [2021-06-14 21:29:32,416][root][INFO] - Lr: 3.803e-03 | Epoch: [52][250/372] | Time 0.324 | Data 0.050 | Loss 0.1770 | IoU 0.534 [2021-06-14 21:29:35,572][root][INFO] - Lr: 3.800e-03 | Epoch: [52][260/372] | Time 0.324 | Data 0.050 | Loss 0.1769 | IoU 0.534 [2021-06-14 21:29:38,756][root][INFO] - Lr: 3.796e-03 | Epoch: [52][270/372] | Time 0.324 | Data 0.050 | Loss 0.1769 | IoU 0.534 [2021-06-14 21:29:41,989][root][INFO] - Lr: 3.793e-03 | Epoch: [52][280/372] | Time 0.323 | Data 0.050 | Loss 0.1769 | IoU 0.534 [2021-06-14 21:29:45,192][root][INFO] - Lr: 3.790e-03 | Epoch: [52][290/372] | Time 0.323 | Data 0.050 | Loss 0.1769 | IoU 0.534 [2021-06-14 21:29:48,404][root][INFO] - Lr: 3.786e-03 | Epoch: [52][300/372] | Time 0.323 | Data 0.050 | Loss 0.1768 | IoU 0.534 [2021-06-14 21:29:51,612][root][INFO] - Lr: 3.783e-03 | Epoch: [52][310/372] | Time 0.323 | Data 0.049 | Loss 0.1768 | IoU 0.534 [2021-06-14 21:29:54,660][root][INFO] - Lr: 3.780e-03 | Epoch: [52][320/372] | Time 0.323 | Data 0.049 | Loss 0.1768 | IoU 0.535 [2021-06-14 21:29:57,820][root][INFO] - Lr: 3.776e-03 | Epoch: [52][330/372] | Time 0.322 | Data 0.049 | Loss 0.1767 | IoU 0.535 [2021-06-14 21:30:00,975][root][INFO] - Lr: 3.773e-03 | Epoch: [52][340/372] | Time 0.322 | Data 0.049 | Loss 0.1767 | IoU 0.535 [2021-06-14 21:30:04,150][root][INFO] - Lr: 3.770e-03 | Epoch: [52][350/372] | Time 0.322 | Data 0.049 | Loss 0.1767 | IoU 0.535 [2021-06-14 21:30:07,329][root][INFO] - Lr: 3.766e-03 | Epoch: [52][360/372] | Time 0.322 | Data 0.048 | Loss 0.1767 | IoU 0.535 [2021-06-14 21:30:10,393][root][INFO] - Lr: 3.763e-03 | Epoch: [52][370/372] | Time 0.322 | Data 0.048 | Loss 0.1766 | IoU 0.535 [2021-06-14 21:30:12,145][root][INFO] - Lr: 3.762e-03 | Epoch: [53][0/372] | Time 1.256 | Data 0.962 | Loss 0.1766 | IoU 0.535 [2021-06-14 21:30:15,652][root][INFO] - Lr: 3.759e-03 | Epoch: [53][10/372] | Time 0.434 | Data 0.156 | Loss 0.1766 | IoU 0.535 [2021-06-14 21:30:18,925][root][INFO] - Lr: 3.755e-03 | Epoch: [53][20/372] | Time 0.384 | Data 0.107 | Loss 0.1766 | IoU 0.535 [2021-06-14 21:30:22,109][root][INFO] - Lr: 3.752e-03 | Epoch: [53][30/372] | Time 0.363 | Data 0.088 | Loss 0.1765 | IoU 0.535 [2021-06-14 21:30:25,360][root][INFO] - Lr: 3.749e-03 | Epoch: [53][40/372] | Time 0.354 | Data 0.078 | Loss 0.1765 | IoU 0.535 [2021-06-14 21:30:28,577][root][INFO] - Lr: 3.745e-03 | Epoch: [53][50/372] | Time 0.347 | Data 0.072 | Loss 0.1765 | IoU 0.535 [2021-06-14 21:30:31,668][root][INFO] - Lr: 3.742e-03 | Epoch: [53][60/372] | Time 0.341 | Data 0.066 | Loss 0.1764 | IoU 0.535 [2021-06-14 21:30:34,831][root][INFO] - Lr: 3.739e-03 | Epoch: [53][70/372] | Time 0.338 | Data 0.063 | Loss 0.1764 | IoU 0.535 [2021-06-14 21:30:37,992][root][INFO] - Lr: 3.735e-03 | Epoch: [53][80/372] | Time 0.335 | Data 0.061 | Loss 0.1764 | IoU 0.535 [2021-06-14 21:30:41,221][root][INFO] - Lr: 3.732e-03 | Epoch: [53][90/372] | Time 0.334 | Data 0.059 | Loss 0.1763 | IoU 0.535 [2021-06-14 21:30:44,459][root][INFO] - Lr: 3.728e-03 | Epoch: [53][100/372] | Time 0.333 | Data 0.058 | Loss 0.1763 | IoU 0.535 [2021-06-14 21:30:47,637][root][INFO] - Lr: 3.725e-03 | Epoch: [53][110/372] | Time 0.331 | Data 0.057 | Loss 0.1763 | IoU 0.535 [2021-06-14 21:30:50,801][root][INFO] - Lr: 3.722e-03 | Epoch: [53][120/372] | Time 0.330 | Data 0.056 | Loss 0.1763 | IoU 0.535 [2021-06-14 21:30:53,962][root][INFO] - Lr: 3.718e-03 | Epoch: [53][130/372] | Time 0.329 | Data 0.055 | Loss 0.1762 | IoU 0.535 [2021-06-14 21:30:57,100][root][INFO] - Lr: 3.715e-03 | Epoch: [53][140/372] | Time 0.328 | Data 0.054 | Loss 0.1762 | IoU 0.535 [2021-06-14 21:31:00,316][root][INFO] - Lr: 3.712e-03 | Epoch: [53][150/372] | Time 0.327 | Data 0.054 | Loss 0.1762 | IoU 0.535 [2021-06-14 21:31:03,493][root][INFO] - Lr: 3.708e-03 | Epoch: [53][160/372] | Time 0.327 | Data 0.053 | Loss 0.1761 | IoU 0.535 [2021-06-14 21:31:06,685][root][INFO] - Lr: 3.705e-03 | Epoch: [53][170/372] | Time 0.326 | Data 0.053 | Loss 0.1761 | IoU 0.535 [2021-06-14 21:31:09,795][root][INFO] - Lr: 3.701e-03 | Epoch: [53][180/372] | Time 0.326 | Data 0.052 | Loss 0.1761 | IoU 0.536 [2021-06-14 21:31:13,014][root][INFO] - Lr: 3.698e-03 | Epoch: [53][190/372] | Time 0.325 | Data 0.052 | Loss 0.1761 | IoU 0.536 [2021-06-14 21:31:16,217][root][INFO] - Lr: 3.695e-03 | Epoch: [53][200/372] | Time 0.325 | Data 0.052 | Loss 0.1760 | IoU 0.536 [2021-06-14 21:31:19,405][root][INFO] - Lr: 3.691e-03 | Epoch: [53][210/372] | Time 0.325 | Data 0.051 | Loss 0.1760 | IoU 0.536 [2021-06-14 21:31:22,616][root][INFO] - Lr: 3.688e-03 | Epoch: [53][220/372] | Time 0.325 | Data 0.051 | Loss 0.1760 | IoU 0.536 [2021-06-14 21:31:25,697][root][INFO] - Lr: 3.685e-03 | Epoch: [53][230/372] | Time 0.324 | Data 0.051 | Loss 0.1759 | IoU 0.536 [2021-06-14 21:31:28,872][root][INFO] - Lr: 3.681e-03 | Epoch: [53][240/372] | Time 0.324 | Data 0.050 | Loss 0.1759 | IoU 0.536 [2021-06-14 21:31:32,036][root][INFO] - Lr: 3.678e-03 | Epoch: [53][250/372] | Time 0.323 | Data 0.050 | Loss 0.1759 | IoU 0.536 [2021-06-14 21:31:35,211][root][INFO] - Lr: 3.674e-03 | Epoch: [53][260/372] | Time 0.323 | Data 0.050 | Loss 0.1759 | IoU 0.536 [2021-06-14 21:31:38,339][root][INFO] - Lr: 3.671e-03 | Epoch: [53][270/372] | Time 0.323 | Data 0.050 | Loss 0.1758 | IoU 0.536 [2021-06-14 21:31:41,561][root][INFO] - Lr: 3.668e-03 | Epoch: [53][280/372] | Time 0.323 | Data 0.050 | Loss 0.1758 | IoU 0.536 [2021-06-14 21:31:44,741][root][INFO] - Lr: 3.664e-03 | Epoch: [53][290/372] | Time 0.323 | Data 0.049 | Loss 0.1758 | IoU 0.536 [2021-06-14 21:31:47,931][root][INFO] - Lr: 3.661e-03 | Epoch: [53][300/372] | Time 0.322 | Data 0.049 | Loss 0.1757 | IoU 0.536 [2021-06-14 21:31:51,124][root][INFO] - Lr: 3.657e-03 | Epoch: [53][310/372] | Time 0.322 | Data 0.049 | Loss 0.1757 | IoU 0.536 [2021-06-14 21:31:54,288][root][INFO] - Lr: 3.654e-03 | Epoch: [53][320/372] | Time 0.322 | Data 0.049 | Loss 0.1757 | IoU 0.536 [2021-06-14 21:31:57,504][root][INFO] - Lr: 3.651e-03 | Epoch: [53][330/372] | Time 0.322 | Data 0.049 | Loss 0.1756 | IoU 0.536 [2021-06-14 21:32:00,638][root][INFO] - Lr: 3.647e-03 | Epoch: [53][340/372] | Time 0.322 | Data 0.049 | Loss 0.1756 | IoU 0.536 [2021-06-14 21:32:03,764][root][INFO] - Lr: 3.644e-03 | Epoch: [53][350/372] | Time 0.322 | Data 0.048 | Loss 0.1756 | IoU 0.536 [2021-06-14 21:32:06,910][root][INFO] - Lr: 3.641e-03 | Epoch: [53][360/372] | Time 0.321 | Data 0.048 | Loss 0.1756 | IoU 0.536 [2021-06-14 21:32:09,971][root][INFO] - Lr: 3.637e-03 | Epoch: [53][370/372] | Time 0.321 | Data 0.048 | Loss 0.1755 | IoU 0.536 [2021-06-14 21:32:11,700][root][INFO] - Lr: 3.636e-03 | Epoch: [54][0/372] | Time 1.204 | Data 0.914 | Loss 0.1755 | IoU 0.536 [2021-06-14 21:32:15,218][root][INFO] - Lr: 3.633e-03 | Epoch: [54][10/372] | Time 0.430 | Data 0.151 | Loss 0.1755 | IoU 0.536 [2021-06-14 21:32:18,386][root][INFO] - Lr: 3.630e-03 | Epoch: [54][20/372] | Time 0.377 | Data 0.100 | Loss 0.1755 | IoU 0.536 [2021-06-14 21:32:21,577][root][INFO] - Lr: 3.626e-03 | Epoch: [54][30/372] | Time 0.359 | Data 0.082 | Loss 0.1754 | IoU 0.536 [2021-06-14 21:32:24,785][root][INFO] - Lr: 3.623e-03 | Epoch: [54][40/372] | Time 0.349 | Data 0.073 | Loss 0.1754 | IoU 0.536 [2021-06-14 21:32:27,896][root][INFO] - Lr: 3.620e-03 | Epoch: [54][50/372] | Time 0.342 | Data 0.067 | Loss 0.1754 | IoU 0.536 [2021-06-14 21:32:31,102][root][INFO] - Lr: 3.616e-03 | Epoch: [54][60/372] | Time 0.338 | Data 0.063 | Loss 0.1753 | IoU 0.536 [2021-06-14 21:32:34,292][root][INFO] - Lr: 3.613e-03 | Epoch: [54][70/372] | Time 0.336 | Data 0.061 | Loss 0.1753 | IoU 0.537 [2021-06-14 21:32:37,508][root][INFO] - Lr: 3.609e-03 | Epoch: [54][80/372] | Time 0.334 | Data 0.059 | Loss 0.1753 | IoU 0.537 [2021-06-14 21:32:40,679][root][INFO] - Lr: 3.606e-03 | Epoch: [54][90/372] | Time 0.332 | Data 0.057 | Loss 0.1753 | IoU 0.537 [2021-06-14 21:32:43,864][root][INFO] - Lr: 3.603e-03 | Epoch: [54][100/372] | Time 0.331 | Data 0.056 | Loss 0.1752 | IoU 0.537 [2021-06-14 21:32:47,027][root][INFO] - Lr: 3.599e-03 | Epoch: [54][110/372] | Time 0.329 | Data 0.055 | Loss 0.1752 | IoU 0.537 [2021-06-14 21:32:50,210][root][INFO] - Lr: 3.596e-03 | Epoch: [54][120/372] | Time 0.329 | Data 0.054 | Loss 0.1752 | IoU 0.537 [2021-06-14 21:32:53,433][root][INFO] - Lr: 3.592e-03 | Epoch: [54][130/372] | Time 0.328 | Data 0.054 | Loss 0.1751 | IoU 0.537 [2021-06-14 21:32:56,627][root][INFO] - Lr: 3.589e-03 | Epoch: [54][140/372] | Time 0.327 | Data 0.053 | Loss 0.1751 | IoU 0.537 [2021-06-14 21:32:59,785][root][INFO] - Lr: 3.586e-03 | Epoch: [54][150/372] | Time 0.327 | Data 0.052 | Loss 0.1751 | IoU 0.537 [2021-06-14 21:33:03,021][root][INFO] - Lr: 3.582e-03 | Epoch: [54][160/372] | Time 0.326 | Data 0.052 | Loss 0.1751 | IoU 0.537 [2021-06-14 21:33:06,252][root][INFO] - Lr: 3.579e-03 | Epoch: [54][170/372] | Time 0.326 | Data 0.052 | Loss 0.1750 | IoU 0.537 [2021-06-14 21:33:09,436][root][INFO] - Lr: 3.576e-03 | Epoch: [54][180/372] | Time 0.326 | Data 0.051 | Loss 0.1750 | IoU 0.537 [2021-06-14 21:33:12,631][root][INFO] - Lr: 3.572e-03 | Epoch: [54][190/372] | Time 0.326 | Data 0.051 | Loss 0.1750 | IoU 0.537 [2021-06-14 21:33:15,804][root][INFO] - Lr: 3.569e-03 | Epoch: [54][200/372] | Time 0.325 | Data 0.051 | Loss 0.1749 | IoU 0.537 [2021-06-14 21:33:19,003][root][INFO] - Lr: 3.565e-03 | Epoch: [54][210/372] | Time 0.325 | Data 0.051 | Loss 0.1749 | IoU 0.537 [2021-06-14 21:33:22,174][root][INFO] - Lr: 3.562e-03 | Epoch: [54][220/372] | Time 0.325 | Data 0.051 | Loss 0.1749 | IoU 0.537 [2021-06-14 21:33:25,331][root][INFO] - Lr: 3.559e-03 | Epoch: [54][230/372] | Time 0.324 | Data 0.050 | Loss 0.1749 | IoU 0.537 [2021-06-14 21:33:28,520][root][INFO] - Lr: 3.555e-03 | Epoch: [54][240/372] | Time 0.324 | Data 0.050 | Loss 0.1748 | IoU 0.537 [2021-06-14 21:33:31,694][root][INFO] - Lr: 3.552e-03 | Epoch: [54][250/372] | Time 0.324 | Data 0.050 | Loss 0.1748 | IoU 0.537 [2021-06-14 21:33:34,895][root][INFO] - Lr: 3.548e-03 | Epoch: [54][260/372] | Time 0.324 | Data 0.050 | Loss 0.1748 | IoU 0.537 [2021-06-14 21:33:38,019][root][INFO] - Lr: 3.545e-03 | Epoch: [54][270/372] | Time 0.323 | Data 0.049 | Loss 0.1747 | IoU 0.537 [2021-06-14 21:33:41,160][root][INFO] - Lr: 3.542e-03 | Epoch: [54][280/372] | Time 0.323 | Data 0.049 | Loss 0.1747 | IoU 0.537 [2021-06-14 21:33:44,353][root][INFO] - Lr: 3.538e-03 | Epoch: [54][290/372] | Time 0.323 | Data 0.049 | Loss 0.1747 | IoU 0.537 [2021-06-14 21:33:47,522][root][INFO] - Lr: 3.535e-03 | Epoch: [54][300/372] | Time 0.322 | Data 0.049 | Loss 0.1747 | IoU 0.537 [2021-06-14 21:33:50,728][root][INFO] - Lr: 3.531e-03 | Epoch: [54][310/372] | Time 0.322 | Data 0.049 | Loss 0.1746 | IoU 0.537 [2021-06-14 21:33:53,916][root][INFO] - Lr: 3.528e-03 | Epoch: [54][320/372] | Time 0.322 | Data 0.049 | Loss 0.1746 | IoU 0.538 [2021-06-14 21:33:57,102][root][INFO] - Lr: 3.525e-03 | Epoch: [54][330/372] | Time 0.322 | Data 0.049 | Loss 0.1746 | IoU 0.538 [2021-06-14 21:34:00,259][root][INFO] - Lr: 3.521e-03 | Epoch: [54][340/372] | Time 0.322 | Data 0.048 | Loss 0.1746 | IoU 0.538 [2021-06-14 21:34:03,436][root][INFO] - Lr: 3.518e-03 | Epoch: [54][350/372] | Time 0.322 | Data 0.048 | Loss 0.1745 | IoU 0.538 [2021-06-14 21:34:06,684][root][INFO] - Lr: 3.514e-03 | Epoch: [54][360/372] | Time 0.322 | Data 0.048 | Loss 0.1745 | IoU 0.538 [2021-06-14 21:34:09,797][root][INFO] - Lr: 3.511e-03 | Epoch: [54][370/372] | Time 0.322 | Data 0.048 | Loss 0.1745 | IoU 0.538 [2021-06-14 21:34:11,568][root][INFO] - Lr: 3.510e-03 | Epoch: [55][0/372] | Time 1.220 | Data 0.940 | Loss 0.1745 | IoU 0.538 [2021-06-14 21:34:14,934][root][INFO] - Lr: 3.507e-03 | Epoch: [55][10/372] | Time 0.420 | Data 0.144 | Loss 0.1744 | IoU 0.538 [2021-06-14 21:34:18,104][root][INFO] - Lr: 3.504e-03 | Epoch: [55][20/372] | Time 0.372 | Data 0.096 | Loss 0.1744 | IoU 0.538 [2021-06-14 21:34:21,346][root][INFO] - Lr: 3.500e-03 | Epoch: [55][30/372] | Time 0.356 | Data 0.081 | Loss 0.1744 | IoU 0.538 [2021-06-14 21:34:24,472][root][INFO] - Lr: 3.497e-03 | Epoch: [55][40/372] | Time 0.346 | Data 0.071 | Loss 0.1743 | IoU 0.538 [2021-06-14 21:34:27,715][root][INFO] - Lr: 3.493e-03 | Epoch: [55][50/372] | Time 0.341 | Data 0.066 | Loss 0.1743 | IoU 0.538 [2021-06-14 21:34:30,912][root][INFO] - Lr: 3.490e-03 | Epoch: [55][60/372] | Time 0.338 | Data 0.063 | Loss 0.1743 | IoU 0.538 [2021-06-14 21:34:34,038][root][INFO] - Lr: 3.487e-03 | Epoch: [55][70/372] | Time 0.335 | Data 0.060 | Loss 0.1743 | IoU 0.538 [2021-06-14 21:34:37,244][root][INFO] - Lr: 3.483e-03 | Epoch: [55][80/372] | Time 0.333 | Data 0.058 | Loss 0.1742 | IoU 0.538 [2021-06-14 21:34:40,430][root][INFO] - Lr: 3.480e-03 | Epoch: [55][90/372] | Time 0.331 | Data 0.057 | Loss 0.1742 | IoU 0.538 [2021-06-14 21:34:43,672][root][INFO] - Lr: 3.476e-03 | Epoch: [55][100/372] | Time 0.330 | Data 0.056 | Loss 0.1742 | IoU 0.538 [2021-06-14 21:34:46,889][root][INFO] - Lr: 3.473e-03 | Epoch: [55][110/372] | Time 0.330 | Data 0.055 | Loss 0.1741 | IoU 0.538 [2021-06-14 21:34:50,049][root][INFO] - Lr: 3.470e-03 | Epoch: [55][120/372] | Time 0.329 | Data 0.055 | Loss 0.1741 | IoU 0.538 [2021-06-14 21:34:53,193][root][INFO] - Lr: 3.466e-03 | Epoch: [55][130/372] | Time 0.327 | Data 0.054 | Loss 0.1741 | IoU 0.538 [2021-06-14 21:34:56,377][root][INFO] - Lr: 3.463e-03 | Epoch: [55][140/372] | Time 0.327 | Data 0.053 | Loss 0.1741 | IoU 0.538 [2021-06-14 21:34:59,601][root][INFO] - Lr: 3.459e-03 | Epoch: [55][150/372] | Time 0.326 | Data 0.053 | Loss 0.1740 | IoU 0.538 [2021-06-14 21:35:02,823][root][INFO] - Lr: 3.456e-03 | Epoch: [55][160/372] | Time 0.326 | Data 0.053 | Loss 0.1740 | IoU 0.538 [2021-06-14 21:35:05,985][root][INFO] - Lr: 3.453e-03 | Epoch: [55][170/372] | Time 0.326 | Data 0.052 | Loss 0.1740 | IoU 0.538 [2021-06-14 21:35:09,126][root][INFO] - Lr: 3.449e-03 | Epoch: [55][180/372] | Time 0.325 | Data 0.052 | Loss 0.1740 | IoU 0.538 [2021-06-14 21:35:12,326][root][INFO] - Lr: 3.446e-03 | Epoch: [55][190/372] | Time 0.325 | Data 0.051 | Loss 0.1739 | IoU 0.538 [2021-06-14 21:35:15,486][root][INFO] - Lr: 3.442e-03 | Epoch: [55][200/372] | Time 0.324 | Data 0.050 | Loss 0.1739 | IoU 0.538 [2021-06-14 21:35:18,647][root][INFO] - Lr: 3.439e-03 | Epoch: [55][210/372] | Time 0.324 | Data 0.050 | Loss 0.1739 | IoU 0.539 [2021-06-14 21:35:21,813][root][INFO] - Lr: 3.436e-03 | Epoch: [55][220/372] | Time 0.324 | Data 0.050 | Loss 0.1738 | IoU 0.539 [2021-06-14 21:35:25,019][root][INFO] - Lr: 3.432e-03 | Epoch: [55][230/372] | Time 0.323 | Data 0.050 | Loss 0.1738 | IoU 0.539 [2021-06-14 21:35:28,235][root][INFO] - Lr: 3.429e-03 | Epoch: [55][240/372] | Time 0.323 | Data 0.050 | Loss 0.1738 | IoU 0.539 [2021-06-14 21:35:31,436][root][INFO] - Lr: 3.425e-03 | Epoch: [55][250/372] | Time 0.323 | Data 0.050 | Loss 0.1738 | IoU 0.539 [2021-06-14 21:35:34,640][root][INFO] - Lr: 3.422e-03 | Epoch: [55][260/372] | Time 0.323 | Data 0.049 | Loss 0.1737 | IoU 0.539 [2021-06-14 21:35:37,821][root][INFO] - Lr: 3.419e-03 | Epoch: [55][270/372] | Time 0.323 | Data 0.049 | Loss 0.1737 | IoU 0.539 [2021-06-14 21:35:41,040][root][INFO] - Lr: 3.415e-03 | Epoch: [55][280/372] | Time 0.323 | Data 0.049 | Loss 0.1737 | IoU 0.539 [2021-06-14 21:35:44,229][root][INFO] - Lr: 3.412e-03 | Epoch: [55][290/372] | Time 0.323 | Data 0.049 | Loss 0.1737 | IoU 0.539 [2021-06-14 21:35:47,315][root][INFO] - Lr: 3.408e-03 | Epoch: [55][300/372] | Time 0.322 | Data 0.049 | Loss 0.1736 | IoU 0.539 [2021-06-14 21:35:50,530][root][INFO] - Lr: 3.405e-03 | Epoch: [55][310/372] | Time 0.322 | Data 0.049 | Loss 0.1736 | IoU 0.539 [2021-06-14 21:35:53,729][root][INFO] - Lr: 3.401e-03 | Epoch: [55][320/372] | Time 0.322 | Data 0.049 | Loss 0.1736 | IoU 0.539 [2021-06-14 21:35:56,894][root][INFO] - Lr: 3.398e-03 | Epoch: [55][330/372] | Time 0.322 | Data 0.048 | Loss 0.1735 | IoU 0.539 [2021-06-14 21:36:00,066][root][INFO] - Lr: 3.395e-03 | Epoch: [55][340/372] | Time 0.322 | Data 0.048 | Loss 0.1735 | IoU 0.539 [2021-06-14 21:36:03,284][root][INFO] - Lr: 3.391e-03 | Epoch: [55][350/372] | Time 0.322 | Data 0.048 | Loss 0.1735 | IoU 0.539 [2021-06-14 21:36:06,452][root][INFO] - Lr: 3.388e-03 | Epoch: [55][360/372] | Time 0.322 | Data 0.048 | Loss 0.1735 | IoU 0.539 [2021-06-14 21:36:09,506][root][INFO] - Lr: 3.384e-03 | Epoch: [55][370/372] | Time 0.321 | Data 0.048 | Loss 0.1734 | IoU 0.539 [2021-06-14 21:36:10,284][root][INFO] - 0/500 [2021-06-14 21:36:10,378][root][INFO] - 1/500 [2021-06-14 21:36:10,479][root][INFO] - 2/500 [2021-06-14 21:36:10,550][root][INFO] - 3/500 [2021-06-14 21:36:10,630][root][INFO] - 4/500 [2021-06-14 21:36:10,673][root][INFO] - 5/500 [2021-06-14 21:36:10,750][root][INFO] - 6/500 [2021-06-14 21:36:10,829][root][INFO] - 7/500 [2021-06-14 21:36:10,905][root][INFO] - 8/500 [2021-06-14 21:36:10,981][root][INFO] - 9/500 [2021-06-14 21:36:11,058][root][INFO] - 10/500 [2021-06-14 21:36:11,130][root][INFO] - 11/500 [2021-06-14 21:36:11,206][root][INFO] - 12/500 [2021-06-14 21:36:11,277][root][INFO] - 13/500 [2021-06-14 21:36:11,347][root][INFO] - 14/500 [2021-06-14 21:36:11,390][root][INFO] - 15/500 [2021-06-14 21:36:11,433][root][INFO] - 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482/500 [2021-06-14 21:36:43,526][root][INFO] - 483/500 [2021-06-14 21:36:43,600][root][INFO] - 484/500 [2021-06-14 21:36:43,651][root][INFO] - 485/500 [2021-06-14 21:36:43,725][root][INFO] - 486/500 [2021-06-14 21:36:43,810][root][INFO] - 487/500 [2021-06-14 21:36:43,882][root][INFO] - 488/500 [2021-06-14 21:36:43,932][root][INFO] - 489/500 [2021-06-14 21:36:44,006][root][INFO] - 490/500 [2021-06-14 21:36:44,083][root][INFO] - 491/500 [2021-06-14 21:36:44,159][root][INFO] - 492/500 [2021-06-14 21:36:44,209][root][INFO] - 493/500 [2021-06-14 21:36:44,253][root][INFO] - 494/500 [2021-06-14 21:36:44,297][root][INFO] - 495/500 [2021-06-14 21:36:44,346][root][INFO] - 496/500 [2021-06-14 21:36:44,400][root][INFO] - 497/500 [2021-06-14 21:36:44,445][root][INFO] - 498/500 [2021-06-14 21:36:44,489][root][INFO] - 499/500 [2021-06-14 21:36:44,650][root][INFO] - Validation set: Time avg per batch 0.069 Loss avg 0.2912 IoU avg 0.547 [2021-06-14 21:36:46,217][root][INFO] - Lr: 3.384e-03 | Epoch: [56][0/372] | Time 1.515 | Data 1.226 | Loss 0.1734 | IoU 0.539 [2021-06-14 21:36:49,648][root][INFO] - Lr: 3.380e-03 | Epoch: [56][10/372] | Time 0.450 | Data 0.169 | Loss 0.1734 | IoU 0.539 [2021-06-14 21:36:52,884][root][INFO] - Lr: 3.377e-03 | Epoch: [56][20/372] | Time 0.390 | Data 0.114 | Loss 0.1734 | IoU 0.539 [2021-06-14 21:36:56,026][root][INFO] - Lr: 3.373e-03 | Epoch: [56][30/372] | Time 0.366 | Data 0.091 | Loss 0.1733 | IoU 0.539 [2021-06-14 21:36:59,190][root][INFO] - Lr: 3.370e-03 | Epoch: [56][40/372] | Time 0.353 | Data 0.080 | Loss 0.1733 | IoU 0.539 [2021-06-14 21:37:02,386][root][INFO] - Lr: 3.367e-03 | Epoch: [56][50/372] | Time 0.347 | Data 0.074 | Loss 0.1733 | IoU 0.539 [2021-06-14 21:37:05,636][root][INFO] - Lr: 3.363e-03 | Epoch: [56][60/372] | Time 0.343 | Data 0.070 | Loss 0.1733 | IoU 0.539 [2021-06-14 21:37:08,818][root][INFO] - Lr: 3.360e-03 | Epoch: [56][70/372] | Time 0.340 | Data 0.067 | Loss 0.1732 | IoU 0.539 [2021-06-14 21:37:11,956][root][INFO] - Lr: 3.356e-03 | Epoch: [56][80/372] | Time 0.337 | Data 0.064 | Loss 0.1732 | IoU 0.540 [2021-06-14 21:37:15,136][root][INFO] - Lr: 3.353e-03 | Epoch: [56][90/372] | Time 0.335 | Data 0.062 | Loss 0.1732 | IoU 0.540 [2021-06-14 21:37:18,276][root][INFO] - Lr: 3.350e-03 | Epoch: [56][100/372] | Time 0.333 | Data 0.060 | Loss 0.1732 | IoU 0.540 [2021-06-14 21:37:21,447][root][INFO] - Lr: 3.346e-03 | Epoch: [56][110/372] | Time 0.331 | Data 0.059 | Loss 0.1731 | IoU 0.540 [2021-06-14 21:37:24,571][root][INFO] - Lr: 3.343e-03 | Epoch: [56][120/372] | Time 0.330 | Data 0.057 | Loss 0.1731 | IoU 0.540 [2021-06-14 21:37:27,831][root][INFO] - Lr: 3.339e-03 | Epoch: [56][130/372] | Time 0.329 | Data 0.056 | Loss 0.1731 | IoU 0.540 [2021-06-14 21:37:31,036][root][INFO] - Lr: 3.336e-03 | Epoch: [56][140/372] | Time 0.329 | Data 0.056 | Loss 0.1730 | IoU 0.540 [2021-06-14 21:37:34,228][root][INFO] - Lr: 3.333e-03 | Epoch: [56][150/372] | Time 0.328 | Data 0.055 | Loss 0.1730 | IoU 0.540 [2021-06-14 21:37:37,431][root][INFO] - Lr: 3.329e-03 | Epoch: [56][160/372] | Time 0.328 | Data 0.055 | Loss 0.1730 | IoU 0.540 [2021-06-14 21:37:40,642][root][INFO] - Lr: 3.326e-03 | Epoch: [56][170/372] | Time 0.327 | Data 0.054 | Loss 0.1730 | IoU 0.540 [2021-06-14 21:37:43,882][root][INFO] - Lr: 3.322e-03 | Epoch: [56][180/372] | Time 0.327 | Data 0.054 | Loss 0.1729 | IoU 0.540 [2021-06-14 21:37:47,042][root][INFO] - Lr: 3.319e-03 | Epoch: [56][190/372] | Time 0.326 | Data 0.053 | Loss 0.1729 | IoU 0.540 [2021-06-14 21:37:50,230][root][INFO] - Lr: 3.315e-03 | Epoch: [56][200/372] | Time 0.326 | Data 0.053 | Loss 0.1729 | IoU 0.540 [2021-06-14 21:37:53,400][root][INFO] - Lr: 3.312e-03 | Epoch: [56][210/372] | Time 0.326 | Data 0.052 | Loss 0.1728 | IoU 0.540 [2021-06-14 21:37:56,568][root][INFO] - Lr: 3.309e-03 | Epoch: [56][220/372] | Time 0.325 | Data 0.052 | Loss 0.1728 | IoU 0.540 [2021-06-14 21:37:59,663][root][INFO] - Lr: 3.305e-03 | Epoch: [56][230/372] | Time 0.325 | Data 0.051 | Loss 0.1728 | IoU 0.540 [2021-06-14 21:38:02,828][root][INFO] - Lr: 3.302e-03 | Epoch: [56][240/372] | Time 0.324 | Data 0.051 | Loss 0.1728 | IoU 0.540 [2021-06-14 21:38:06,042][root][INFO] - Lr: 3.298e-03 | Epoch: [56][250/372] | Time 0.324 | Data 0.051 | Loss 0.1727 | IoU 0.540 [2021-06-14 21:38:09,287][root][INFO] - Lr: 3.295e-03 | Epoch: [56][260/372] | Time 0.324 | Data 0.051 | Loss 0.1727 | IoU 0.540 [2021-06-14 21:38:12,613][root][INFO] - Lr: 3.291e-03 | Epoch: [56][270/372] | Time 0.324 | Data 0.051 | Loss 0.1727 | IoU 0.540 [2021-06-14 21:38:15,776][root][INFO] - Lr: 3.288e-03 | Epoch: [56][280/372] | Time 0.324 | Data 0.051 | Loss 0.1727 | IoU 0.540 [2021-06-14 21:38:18,956][root][INFO] - Lr: 3.285e-03 | Epoch: [56][290/372] | Time 0.324 | Data 0.050 | Loss 0.1726 | IoU 0.540 [2021-06-14 21:38:22,183][root][INFO] - Lr: 3.281e-03 | Epoch: [56][300/372] | Time 0.324 | Data 0.050 | Loss 0.1726 | IoU 0.540 [2021-06-14 21:38:25,421][root][INFO] - Lr: 3.278e-03 | Epoch: [56][310/372] | Time 0.324 | Data 0.050 | Loss 0.1726 | IoU 0.540 [2021-06-14 21:38:28,607][root][INFO] - Lr: 3.274e-03 | Epoch: [56][320/372] | Time 0.324 | Data 0.050 | Loss 0.1726 | IoU 0.540 [2021-06-14 21:38:31,814][root][INFO] - Lr: 3.271e-03 | Epoch: [56][330/372] | Time 0.324 | Data 0.050 | Loss 0.1725 | IoU 0.540 [2021-06-14 21:38:34,991][root][INFO] - Lr: 3.268e-03 | Epoch: [56][340/372] | Time 0.323 | Data 0.050 | Loss 0.1725 | IoU 0.540 [2021-06-14 21:38:38,118][root][INFO] - Lr: 3.264e-03 | Epoch: [56][350/372] | Time 0.323 | Data 0.050 | Loss 0.1725 | IoU 0.540 [2021-06-14 21:38:41,323][root][INFO] - Lr: 3.261e-03 | Epoch: [56][360/372] | Time 0.323 | Data 0.050 | Loss 0.1725 | IoU 0.541 [2021-06-14 21:38:44,373][root][INFO] - Lr: 3.257e-03 | Epoch: [56][370/372] | Time 0.323 | Data 0.049 | Loss 0.1724 | IoU 0.541 [2021-06-14 21:38:46,069][root][INFO] - Lr: 3.257e-03 | Epoch: [57][0/372] | Time 1.234 | Data 0.938 | Loss 0.1724 | IoU 0.541 [2021-06-14 21:38:49,584][root][INFO] - Lr: 3.253e-03 | Epoch: [57][10/372] | Time 0.432 | Data 0.154 | Loss 0.1724 | IoU 0.541 [2021-06-14 21:38:52,778][root][INFO] - Lr: 3.250e-03 | Epoch: [57][20/372] | Time 0.378 | Data 0.103 | Loss 0.1724 | IoU 0.541 [2021-06-14 21:38:55,970][root][INFO] - Lr: 3.246e-03 | Epoch: [57][30/372] | Time 0.359 | Data 0.084 | Loss 0.1723 | IoU 0.541 [2021-06-14 21:38:59,104][root][INFO] - Lr: 3.243e-03 | Epoch: [57][40/372] | Time 0.348 | Data 0.074 | Loss 0.1723 | IoU 0.541 [2021-06-14 21:39:02,171][root][INFO] - Lr: 3.239e-03 | Epoch: [57][50/372] | Time 0.340 | Data 0.066 | Loss 0.1723 | IoU 0.541 [2021-06-14 21:39:05,288][root][INFO] - Lr: 3.236e-03 | Epoch: [57][60/372] | Time 0.336 | Data 0.062 | Loss 0.1723 | IoU 0.541 [2021-06-14 21:39:08,481][root][INFO] - Lr: 3.233e-03 | Epoch: [57][70/372] | Time 0.333 | Data 0.059 | Loss 0.1722 | IoU 0.541 [2021-06-14 21:39:11,653][root][INFO] - Lr: 3.229e-03 | Epoch: [57][80/372] | Time 0.331 | Data 0.057 | Loss 0.1722 | IoU 0.541 [2021-06-14 21:39:14,814][root][INFO] - Lr: 3.226e-03 | Epoch: [57][90/372] | Time 0.329 | Data 0.055 | Loss 0.1722 | IoU 0.541 [2021-06-14 21:39:18,016][root][INFO] - Lr: 3.222e-03 | Epoch: [57][100/372] | Time 0.329 | Data 0.054 | Loss 0.1722 | IoU 0.541 [2021-06-14 21:39:21,259][root][INFO] - Lr: 3.219e-03 | Epoch: [57][110/372] | Time 0.328 | Data 0.054 | Loss 0.1721 | IoU 0.541 [2021-06-14 21:39:24,441][root][INFO] - Lr: 3.215e-03 | Epoch: [57][120/372] | Time 0.327 | Data 0.053 | Loss 0.1721 | IoU 0.541 [2021-06-14 21:39:27,602][root][INFO] - Lr: 3.212e-03 | Epoch: [57][130/372] | Time 0.327 | Data 0.053 | Loss 0.1721 | IoU 0.541 [2021-06-14 21:39:30,764][root][INFO] - Lr: 3.209e-03 | Epoch: [57][140/372] | Time 0.326 | Data 0.052 | Loss 0.1721 | IoU 0.541 [2021-06-14 21:39:33,917][root][INFO] - Lr: 3.205e-03 | Epoch: [57][150/372] | Time 0.325 | Data 0.051 | Loss 0.1720 | IoU 0.541 [2021-06-14 21:39:37,097][root][INFO] - Lr: 3.202e-03 | Epoch: [57][160/372] | Time 0.325 | Data 0.051 | Loss 0.1720 | IoU 0.541 [2021-06-14 21:39:40,273][root][INFO] - Lr: 3.198e-03 | Epoch: [57][170/372] | Time 0.324 | Data 0.050 | Loss 0.1720 | IoU 0.541 [2021-06-14 21:39:43,508][root][INFO] - Lr: 3.195e-03 | Epoch: [57][180/372] | Time 0.324 | Data 0.050 | Loss 0.1719 | IoU 0.541 [2021-06-14 21:39:46,719][root][INFO] - Lr: 3.191e-03 | Epoch: [57][190/372] | Time 0.324 | Data 0.050 | Loss 0.1719 | IoU 0.541 [2021-06-14 21:39:49,939][root][INFO] - Lr: 3.188e-03 | Epoch: [57][200/372] | Time 0.324 | Data 0.050 | Loss 0.1719 | IoU 0.541 [2021-06-14 21:39:53,197][root][INFO] - Lr: 3.185e-03 | Epoch: [57][210/372] | Time 0.324 | Data 0.050 | Loss 0.1719 | IoU 0.541 [2021-06-14 21:39:56,434][root][INFO] - Lr: 3.181e-03 | Epoch: [57][220/372] | Time 0.324 | Data 0.050 | Loss 0.1718 | IoU 0.541 [2021-06-14 21:39:59,621][root][INFO] - Lr: 3.178e-03 | Epoch: [57][230/372] | Time 0.324 | Data 0.050 | Loss 0.1718 | IoU 0.541 [2021-06-14 21:40:02,757][root][INFO] - Lr: 3.174e-03 | Epoch: [57][240/372] | Time 0.323 | Data 0.050 | Loss 0.1718 | IoU 0.542 [2021-06-14 21:40:05,906][root][INFO] - Lr: 3.171e-03 | Epoch: [57][250/372] | Time 0.323 | Data 0.049 | Loss 0.1718 | IoU 0.542 [2021-06-14 21:40:09,040][root][INFO] - Lr: 3.167e-03 | Epoch: [57][260/372] | Time 0.323 | Data 0.049 | Loss 0.1717 | IoU 0.542 [2021-06-14 21:40:12,254][root][INFO] - Lr: 3.164e-03 | Epoch: [57][270/372] | Time 0.323 | Data 0.049 | Loss 0.1717 | IoU 0.542 [2021-06-14 21:40:15,430][root][INFO] - Lr: 3.160e-03 | Epoch: [57][280/372] | Time 0.322 | Data 0.049 | Loss 0.1717 | IoU 0.542 [2021-06-14 21:40:18,630][root][INFO] - Lr: 3.157e-03 | Epoch: [57][290/372] | Time 0.322 | Data 0.049 | Loss 0.1716 | IoU 0.542 [2021-06-14 21:40:21,792][root][INFO] - Lr: 3.154e-03 | Epoch: [57][300/372] | Time 0.322 | Data 0.048 | Loss 0.1716 | IoU 0.542 [2021-06-14 21:40:24,978][root][INFO] - Lr: 3.150e-03 | Epoch: [57][310/372] | Time 0.322 | Data 0.048 | Loss 0.1716 | IoU 0.542 [2021-06-14 21:40:28,084][root][INFO] - Lr: 3.147e-03 | Epoch: [57][320/372] | Time 0.322 | Data 0.048 | Loss 0.1716 | IoU 0.542 [2021-06-14 21:40:31,281][root][INFO] - Lr: 3.143e-03 | Epoch: [57][330/372] | Time 0.322 | Data 0.048 | Loss 0.1715 | IoU 0.542 [2021-06-14 21:40:34,432][root][INFO] - Lr: 3.140e-03 | Epoch: [57][340/372] | Time 0.321 | Data 0.048 | Loss 0.1715 | IoU 0.542 [2021-06-14 21:40:37,551][root][INFO] - Lr: 3.136e-03 | Epoch: [57][350/372] | Time 0.321 | Data 0.048 | Loss 0.1715 | IoU 0.542 [2021-06-14 21:40:40,750][root][INFO] - Lr: 3.133e-03 | Epoch: [57][360/372] | Time 0.321 | Data 0.047 | Loss 0.1715 | IoU 0.542 [2021-06-14 21:40:43,842][root][INFO] - Lr: 3.130e-03 | Epoch: [57][370/372] | Time 0.321 | Data 0.047 | Loss 0.1714 | IoU 0.542 [2021-06-14 21:40:45,849][root][INFO] - Lr: 3.129e-03 | Epoch: [58][0/372] | Time 1.537 | Data 1.235 | Loss 0.1714 | IoU 0.542 [2021-06-14 21:40:49,216][root][INFO] - Lr: 3.125e-03 | Epoch: [58][10/372] | Time 0.441 | Data 0.161 | Loss 0.1714 | IoU 0.542 [2021-06-14 21:40:52,487][root][INFO] - Lr: 3.122e-03 | Epoch: [58][20/372] | Time 0.390 | Data 0.112 | Loss 0.1714 | IoU 0.542 [2021-06-14 21:40:55,624][root][INFO] - Lr: 3.119e-03 | Epoch: [58][30/372] | Time 0.366 | Data 0.090 | Loss 0.1713 | IoU 0.542 [2021-06-14 21:40:58,832][root][INFO] - Lr: 3.115e-03 | Epoch: [58][40/372] | Time 0.355 | Data 0.079 | Loss 0.1713 | IoU 0.542 [2021-06-14 21:41:01,984][root][INFO] - Lr: 3.112e-03 | Epoch: [58][50/372] | Time 0.347 | Data 0.072 | Loss 0.1713 | IoU 0.542 [2021-06-14 21:41:05,186][root][INFO] - Lr: 3.108e-03 | Epoch: [58][60/372] | Time 0.342 | Data 0.067 | Loss 0.1713 | IoU 0.542 [2021-06-14 21:41:08,275][root][INFO] - Lr: 3.105e-03 | Epoch: [58][70/372] | Time 0.337 | Data 0.063 | Loss 0.1712 | IoU 0.542 [2021-06-14 21:41:11,406][root][INFO] - Lr: 3.101e-03 | Epoch: [58][80/372] | Time 0.335 | Data 0.060 | Loss 0.1712 | IoU 0.542 [2021-06-14 21:41:14,629][root][INFO] - Lr: 3.098e-03 | Epoch: [58][90/372] | Time 0.333 | Data 0.058 | Loss 0.1712 | IoU 0.542 [2021-06-14 21:41:17,817][root][INFO] - Lr: 3.094e-03 | Epoch: [58][100/372] | Time 0.332 | Data 0.057 | Loss 0.1712 | IoU 0.542 [2021-06-14 21:41:20,998][root][INFO] - Lr: 3.091e-03 | Epoch: [58][110/372] | Time 0.331 | Data 0.055 | Loss 0.1711 | IoU 0.542 [2021-06-14 21:41:24,204][root][INFO] - Lr: 3.088e-03 | Epoch: [58][120/372] | Time 0.330 | Data 0.055 | Loss 0.1711 | IoU 0.542 [2021-06-14 21:41:27,420][root][INFO] - Lr: 3.084e-03 | Epoch: [58][130/372] | Time 0.329 | Data 0.054 | Loss 0.1711 | IoU 0.543 [2021-06-14 21:41:30,580][root][INFO] - Lr: 3.081e-03 | Epoch: [58][140/372] | Time 0.328 | Data 0.054 | Loss 0.1711 | IoU 0.543 [2021-06-14 21:41:33,796][root][INFO] - Lr: 3.077e-03 | Epoch: [58][150/372] | Time 0.328 | Data 0.053 | Loss 0.1710 | IoU 0.543 [2021-06-14 21:41:36,989][root][INFO] - Lr: 3.074e-03 | Epoch: [58][160/372] | Time 0.327 | Data 0.053 | Loss 0.1710 | IoU 0.543 [2021-06-14 21:41:40,207][root][INFO] - Lr: 3.070e-03 | Epoch: [58][170/372] | Time 0.327 | Data 0.052 | Loss 0.1710 | IoU 0.543 [2021-06-14 21:41:43,390][root][INFO] - Lr: 3.067e-03 | Epoch: [58][180/372] | Time 0.326 | Data 0.052 | Loss 0.1710 | IoU 0.543 [2021-06-14 21:41:46,533][root][INFO] - Lr: 3.063e-03 | Epoch: [58][190/372] | Time 0.326 | Data 0.051 | Loss 0.1709 | IoU 0.543 [2021-06-14 21:41:49,744][root][INFO] - Lr: 3.060e-03 | Epoch: [58][200/372] | Time 0.326 | Data 0.051 | Loss 0.1709 | IoU 0.543 [2021-06-14 21:41:52,939][root][INFO] - Lr: 3.057e-03 | Epoch: [58][210/372] | Time 0.325 | Data 0.051 | Loss 0.1709 | IoU 0.543 [2021-06-14 21:41:56,128][root][INFO] - Lr: 3.053e-03 | Epoch: [58][220/372] | Time 0.325 | Data 0.051 | Loss 0.1709 | IoU 0.543 [2021-06-14 21:41:59,350][root][INFO] - Lr: 3.050e-03 | Epoch: [58][230/372] | Time 0.325 | Data 0.051 | Loss 0.1708 | IoU 0.543 [2021-06-14 21:42:02,539][root][INFO] - Lr: 3.046e-03 | Epoch: [58][240/372] | Time 0.325 | Data 0.051 | Loss 0.1708 | IoU 0.543 [2021-06-14 21:42:05,727][root][INFO] - Lr: 3.043e-03 | Epoch: [58][250/372] | Time 0.324 | Data 0.050 | Loss 0.1708 | IoU 0.543 [2021-06-14 21:42:08,925][root][INFO] - Lr: 3.039e-03 | Epoch: [58][260/372] | Time 0.324 | Data 0.050 | Loss 0.1707 | IoU 0.543 [2021-06-14 21:42:12,101][root][INFO] - Lr: 3.036e-03 | Epoch: [58][270/372] | Time 0.324 | Data 0.050 | Loss 0.1707 | IoU 0.543 [2021-06-14 21:42:15,291][root][INFO] - Lr: 3.032e-03 | Epoch: [58][280/372] | Time 0.324 | Data 0.050 | Loss 0.1707 | IoU 0.543 [2021-06-14 21:42:18,501][root][INFO] - Lr: 3.029e-03 | Epoch: [58][290/372] | Time 0.324 | Data 0.050 | Loss 0.1707 | IoU 0.543 [2021-06-14 21:42:21,719][root][INFO] - Lr: 3.025e-03 | Epoch: [58][300/372] | Time 0.324 | Data 0.050 | Loss 0.1706 | IoU 0.543 [2021-06-14 21:42:24,868][root][INFO] - Lr: 3.022e-03 | Epoch: [58][310/372] | Time 0.323 | Data 0.049 | Loss 0.1706 | IoU 0.543 [2021-06-14 21:42:28,104][root][INFO] - Lr: 3.019e-03 | Epoch: [58][320/372] | Time 0.323 | Data 0.049 | Loss 0.1706 | IoU 0.543 [2021-06-14 21:42:31,200][root][INFO] - Lr: 3.015e-03 | Epoch: [58][330/372] | Time 0.323 | Data 0.049 | Loss 0.1706 | IoU 0.543 [2021-06-14 21:42:34,366][root][INFO] - Lr: 3.012e-03 | Epoch: [58][340/372] | Time 0.323 | Data 0.049 | Loss 0.1705 | IoU 0.543 [2021-06-14 21:42:37,594][root][INFO] - Lr: 3.008e-03 | Epoch: [58][350/372] | Time 0.323 | Data 0.049 | Loss 0.1705 | IoU 0.543 [2021-06-14 21:42:40,756][root][INFO] - Lr: 3.005e-03 | Epoch: [58][360/372] | Time 0.323 | Data 0.049 | Loss 0.1705 | IoU 0.543 [2021-06-14 21:42:43,813][root][INFO] - Lr: 3.001e-03 | Epoch: [58][370/372] | Time 0.322 | Data 0.048 | Loss 0.1705 | IoU 0.543 [2021-06-14 21:42:45,625][root][INFO] - Lr: 3.001e-03 | Epoch: [59][0/372] | Time 1.291 | Data 0.979 | Loss 0.1705 | IoU 0.543 [2021-06-14 21:42:49,108][root][INFO] - Lr: 2.997e-03 | Epoch: [59][10/372] | Time 0.440 | Data 0.161 | Loss 0.1704 | IoU 0.543 [2021-06-14 21:42:52,318][root][INFO] - Lr: 2.994e-03 | Epoch: [59][20/372] | Time 0.383 | Data 0.107 | Loss 0.1704 | IoU 0.544 [2021-06-14 21:42:55,481][root][INFO] - Lr: 2.990e-03 | Epoch: [59][30/372] | Time 0.362 | Data 0.087 | Loss 0.1704 | IoU 0.544 [2021-06-14 21:42:58,696][root][INFO] - Lr: 2.987e-03 | Epoch: [59][40/372] | Time 0.352 | Data 0.077 | Loss 0.1703 | IoU 0.544 [2021-06-14 21:43:01,889][root][INFO] - Lr: 2.983e-03 | Epoch: [59][50/372] | Time 0.345 | Data 0.071 | Loss 0.1703 | IoU 0.544 [2021-06-14 21:43:05,131][root][INFO] - Lr: 2.980e-03 | Epoch: [59][60/372] | Time 0.342 | Data 0.068 | Loss 0.1703 | IoU 0.544 [2021-06-14 21:43:08,327][root][INFO] - Lr: 2.976e-03 | Epoch: [59][70/372] | Time 0.339 | Data 0.065 | Loss 0.1703 | IoU 0.544 [2021-06-14 21:43:11,528][root][INFO] - Lr: 2.973e-03 | Epoch: [59][80/372] | Time 0.337 | Data 0.062 | Loss 0.1702 | IoU 0.544 [2021-06-14 21:43:14,701][root][INFO] - Lr: 2.969e-03 | Epoch: [59][90/372] | Time 0.334 | Data 0.060 | Loss 0.1702 | IoU 0.544 [2021-06-14 21:43:17,869][root][INFO] - Lr: 2.966e-03 | Epoch: [59][100/372] | Time 0.333 | Data 0.059 | Loss 0.1702 | IoU 0.544 [2021-06-14 21:43:21,060][root][INFO] - Lr: 2.963e-03 | Epoch: [59][110/372] | Time 0.331 | Data 0.058 | Loss 0.1702 | IoU 0.544 [2021-06-14 21:43:24,246][root][INFO] - Lr: 2.959e-03 | Epoch: [59][120/372] | Time 0.330 | Data 0.057 | Loss 0.1701 | IoU 0.544 [2021-06-14 21:43:27,405][root][INFO] - Lr: 2.956e-03 | Epoch: [59][130/372] | Time 0.329 | Data 0.056 | Loss 0.1701 | IoU 0.544 [2021-06-14 21:43:30,544][root][INFO] - Lr: 2.952e-03 | Epoch: [59][140/372] | Time 0.328 | Data 0.055 | Loss 0.1701 | IoU 0.544 [2021-06-14 21:43:33,712][root][INFO] - Lr: 2.949e-03 | Epoch: [59][150/372] | Time 0.327 | Data 0.054 | Loss 0.1701 | IoU 0.544 [2021-06-14 21:43:36,962][root][INFO] - Lr: 2.945e-03 | Epoch: [59][160/372] | Time 0.327 | Data 0.053 | Loss 0.1701 | IoU 0.544 [2021-06-14 21:43:40,169][root][INFO] - Lr: 2.942e-03 | Epoch: [59][170/372] | Time 0.327 | Data 0.053 | Loss 0.1700 | IoU 0.544 [2021-06-14 21:43:43,329][root][INFO] - Lr: 2.938e-03 | Epoch: [59][180/372] | Time 0.326 | Data 0.052 | Loss 0.1700 | IoU 0.544 [2021-06-14 21:43:46,537][root][INFO] - Lr: 2.935e-03 | Epoch: [59][190/372] | Time 0.326 | Data 0.052 | Loss 0.1700 | IoU 0.544 [2021-06-14 21:43:49,720][root][INFO] - Lr: 2.931e-03 | Epoch: [59][200/372] | Time 0.326 | Data 0.052 | Loss 0.1699 | IoU 0.544 [2021-06-14 21:43:52,917][root][INFO] - Lr: 2.928e-03 | Epoch: [59][210/372] | Time 0.325 | Data 0.051 | Loss 0.1699 | IoU 0.544 [2021-06-14 21:43:56,099][root][INFO] - Lr: 2.924e-03 | Epoch: [59][220/372] | Time 0.325 | Data 0.051 | Loss 0.1699 | IoU 0.544 [2021-06-14 21:43:59,251][root][INFO] - Lr: 2.921e-03 | Epoch: [59][230/372] | Time 0.325 | Data 0.051 | Loss 0.1699 | IoU 0.544 [2021-06-14 21:44:02,395][root][INFO] - Lr: 2.917e-03 | Epoch: [59][240/372] | Time 0.324 | Data 0.050 | Loss 0.1698 | IoU 0.544 [2021-06-14 21:44:05,586][root][INFO] - Lr: 2.914e-03 | Epoch: [59][250/372] | Time 0.324 | Data 0.050 | Loss 0.1698 | IoU 0.544 [2021-06-14 21:44:08,770][root][INFO] - Lr: 2.911e-03 | Epoch: [59][260/372] | Time 0.324 | Data 0.050 | Loss 0.1698 | IoU 0.544 [2021-06-14 21:44:11,976][root][INFO] - Lr: 2.907e-03 | Epoch: [59][270/372] | Time 0.324 | Data 0.050 | Loss 0.1698 | IoU 0.544 [2021-06-14 21:44:15,202][root][INFO] - Lr: 2.904e-03 | Epoch: [59][280/372] | Time 0.324 | Data 0.050 | Loss 0.1697 | IoU 0.544 [2021-06-14 21:44:18,423][root][INFO] - Lr: 2.900e-03 | Epoch: [59][290/372] | Time 0.324 | Data 0.050 | Loss 0.1697 | IoU 0.544 [2021-06-14 21:44:21,612][root][INFO] - Lr: 2.897e-03 | Epoch: [59][300/372] | Time 0.323 | Data 0.050 | Loss 0.1697 | IoU 0.545 [2021-06-14 21:44:24,836][root][INFO] - Lr: 2.893e-03 | Epoch: [59][310/372] | Time 0.323 | Data 0.050 | Loss 0.1697 | IoU 0.545 [2021-06-14 21:44:28,070][root][INFO] - Lr: 2.890e-03 | Epoch: [59][320/372] | Time 0.323 | Data 0.050 | Loss 0.1696 | IoU 0.545 [2021-06-14 21:44:31,237][root][INFO] - Lr: 2.886e-03 | Epoch: [59][330/372] | Time 0.323 | Data 0.049 | Loss 0.1696 | IoU 0.545 [2021-06-14 21:44:34,483][root][INFO] - Lr: 2.883e-03 | Epoch: [59][340/372] | Time 0.323 | Data 0.049 | Loss 0.1696 | IoU 0.545 [2021-06-14 21:44:37,713][root][INFO] - Lr: 2.879e-03 | Epoch: [59][350/372] | Time 0.323 | Data 0.049 | Loss 0.1696 | IoU 0.545 [2021-06-14 21:44:40,851][root][INFO] - Lr: 2.876e-03 | Epoch: [59][360/372] | Time 0.323 | Data 0.049 | Loss 0.1695 | IoU 0.545 [2021-06-14 21:44:43,916][root][INFO] - Lr: 2.872e-03 | Epoch: [59][370/372] | Time 0.323 | Data 0.049 | Loss 0.1695 | IoU 0.545 [2021-06-14 21:44:45,637][root][INFO] - Lr: 2.872e-03 | Epoch: [60][0/372] | Time 1.248 | Data 0.960 | Loss 0.1695 | IoU 0.545 [2021-06-14 21:44:49,116][root][INFO] - Lr: 2.868e-03 | Epoch: [60][10/372] | Time 0.428 | Data 0.148 | Loss 0.1695 | IoU 0.545 [2021-06-14 21:44:52,330][root][INFO] - Lr: 2.865e-03 | Epoch: [60][20/372] | Time 0.379 | Data 0.100 | Loss 0.1695 | IoU 0.545 [2021-06-14 21:44:55,492][root][INFO] - Lr: 2.861e-03 | Epoch: [60][30/372] | Time 0.359 | Data 0.083 | Loss 0.1694 | IoU 0.545 [2021-06-14 21:44:58,675][root][INFO] - Lr: 2.858e-03 | Epoch: [60][40/372] | Time 0.348 | Data 0.073 | Loss 0.1694 | IoU 0.545 [2021-06-14 21:45:01,856][root][INFO] - Lr: 2.854e-03 | Epoch: [60][50/372] | Time 0.343 | Data 0.068 | Loss 0.1694 | IoU 0.545 [2021-06-14 21:45:05,037][root][INFO] - Lr: 2.851e-03 | Epoch: [60][60/372] | Time 0.339 | Data 0.064 | Loss 0.1694 | IoU 0.545 [2021-06-14 21:45:08,169][root][INFO] - Lr: 2.847e-03 | Epoch: [60][70/372] | Time 0.335 | Data 0.061 | Loss 0.1693 | IoU 0.545 [2021-06-14 21:45:11,272][root][INFO] - Lr: 2.844e-03 | Epoch: [60][80/372] | Time 0.332 | Data 0.058 | Loss 0.1693 | IoU 0.545 [2021-06-14 21:45:14,438][root][INFO] - Lr: 2.840e-03 | Epoch: [60][90/372] | Time 0.331 | Data 0.056 | Loss 0.1693 | IoU 0.545 [2021-06-14 21:45:17,616][root][INFO] - Lr: 2.837e-03 | Epoch: [60][100/372] | Time 0.329 | Data 0.055 | Loss 0.1693 | IoU 0.545 [2021-06-14 21:45:20,811][root][INFO] - Lr: 2.833e-03 | Epoch: [60][110/372] | Time 0.328 | Data 0.054 | Loss 0.1693 | IoU 0.545 [2021-06-14 21:45:24,053][root][INFO] - Lr: 2.830e-03 | Epoch: [60][120/372] | Time 0.328 | Data 0.054 | Loss 0.1692 | IoU 0.545 [2021-06-14 21:45:27,316][root][INFO] - Lr: 2.826e-03 | Epoch: [60][130/372] | Time 0.328 | Data 0.053 | Loss 0.1692 | IoU 0.545 [2021-06-14 21:45:30,499][root][INFO] - Lr: 2.823e-03 | Epoch: [60][140/372] | Time 0.327 | Data 0.053 | Loss 0.1692 | IoU 0.545 [2021-06-14 21:45:33,662][root][INFO] - Lr: 2.819e-03 | Epoch: [60][150/372] | Time 0.326 | Data 0.052 | Loss 0.1691 | IoU 0.545 [2021-06-14 21:45:36,908][root][INFO] - Lr: 2.816e-03 | Epoch: [60][160/372] | Time 0.326 | Data 0.052 | Loss 0.1691 | IoU 0.545 [2021-06-14 21:45:40,068][root][INFO] - Lr: 2.813e-03 | Epoch: [60][170/372] | Time 0.326 | Data 0.052 | Loss 0.1691 | IoU 0.545 [2021-06-14 21:45:43,288][root][INFO] - Lr: 2.809e-03 | Epoch: [60][180/372] | Time 0.325 | Data 0.051 | Loss 0.1691 | IoU 0.545 [2021-06-14 21:45:46,474][root][INFO] - Lr: 2.806e-03 | Epoch: [60][190/372] | Time 0.325 | Data 0.051 | Loss 0.1691 | IoU 0.545 [2021-06-14 21:45:49,640][root][INFO] - Lr: 2.802e-03 | Epoch: [60][200/372] | Time 0.325 | Data 0.051 | Loss 0.1690 | IoU 0.546 [2021-06-14 21:45:52,779][root][INFO] - Lr: 2.799e-03 | Epoch: [60][210/372] | Time 0.324 | Data 0.050 | Loss 0.1690 | IoU 0.546 [2021-06-14 21:45:55,923][root][INFO] - Lr: 2.795e-03 | Epoch: [60][220/372] | Time 0.324 | Data 0.050 | Loss 0.1690 | IoU 0.546 [2021-06-14 21:45:59,130][root][INFO] - Lr: 2.792e-03 | Epoch: [60][230/372] | Time 0.324 | Data 0.050 | Loss 0.1690 | IoU 0.546 [2021-06-14 21:46:02,347][root][INFO] - Lr: 2.788e-03 | Epoch: [60][240/372] | Time 0.324 | Data 0.050 | Loss 0.1689 | IoU 0.546 [2021-06-14 21:46:05,516][root][INFO] - Lr: 2.785e-03 | Epoch: [60][250/372] | Time 0.323 | Data 0.050 | Loss 0.1689 | IoU 0.546 [2021-06-14 21:46:08,768][root][INFO] - Lr: 2.781e-03 | Epoch: [60][260/372] | Time 0.323 | Data 0.049 | Loss 0.1689 | IoU 0.546 [2021-06-14 21:46:11,956][root][INFO] - Lr: 2.778e-03 | Epoch: [60][270/372] | Time 0.323 | Data 0.049 | Loss 0.1688 | IoU 0.546 [2021-06-14 21:46:15,148][root][INFO] - Lr: 2.774e-03 | Epoch: [60][280/372] | Time 0.323 | Data 0.049 | Loss 0.1688 | IoU 0.546 [2021-06-14 21:46:18,316][root][INFO] - Lr: 2.771e-03 | Epoch: [60][290/372] | Time 0.323 | Data 0.049 | Loss 0.1688 | IoU 0.546 [2021-06-14 21:46:21,476][root][INFO] - Lr: 2.767e-03 | Epoch: [60][300/372] | Time 0.323 | Data 0.049 | Loss 0.1688 | IoU 0.546 [2021-06-14 21:46:24,644][root][INFO] - Lr: 2.764e-03 | Epoch: [60][310/372] | Time 0.322 | Data 0.049 | Loss 0.1687 | IoU 0.546 [2021-06-14 21:46:27,818][root][INFO] - Lr: 2.760e-03 | Epoch: [60][320/372] | Time 0.322 | Data 0.048 | Loss 0.1687 | IoU 0.546 [2021-06-14 21:46:30,963][root][INFO] - Lr: 2.757e-03 | Epoch: [60][330/372] | Time 0.322 | Data 0.048 | Loss 0.1687 | IoU 0.546 [2021-06-14 21:46:34,103][root][INFO] - Lr: 2.753e-03 | Epoch: [60][340/372] | Time 0.322 | Data 0.048 | Loss 0.1687 | IoU 0.546 [2021-06-14 21:46:37,293][root][INFO] - Lr: 2.750e-03 | Epoch: [60][350/372] | Time 0.322 | Data 0.048 | Loss 0.1686 | IoU 0.546 [2021-06-14 21:46:40,484][root][INFO] - Lr: 2.746e-03 | Epoch: [60][360/372] | Time 0.322 | Data 0.048 | Loss 0.1686 | IoU 0.546 [2021-06-14 21:46:43,522][root][INFO] - Lr: 2.743e-03 | Epoch: [60][370/372] | Time 0.321 | Data 0.047 | Loss 0.1686 | IoU 0.546 [2021-06-14 21:46:44,323][root][INFO] - 0/500 [2021-06-14 21:46:44,404][root][INFO] - 1/500 [2021-06-14 21:46:44,498][root][INFO] - 2/500 [2021-06-14 21:46:44,570][root][INFO] - 3/500 [2021-06-14 21:46:44,655][root][INFO] - 4/500 [2021-06-14 21:46:44,725][root][INFO] - 5/500 [2021-06-14 21:46:44,809][root][INFO] - 6/500 [2021-06-14 21:46:44,893][root][INFO] - 7/500 [2021-06-14 21:46:44,964][root][INFO] - 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495/500 [2021-06-14 21:47:18,710][root][INFO] - 496/500 [2021-06-14 21:47:18,754][root][INFO] - 497/500 [2021-06-14 21:47:18,798][root][INFO] - 498/500 [2021-06-14 21:47:18,841][root][INFO] - 499/500 [2021-06-14 21:47:18,974][root][INFO] - Validation set: Time avg per batch 0.070 Loss avg 0.2913 IoU avg 0.548 [2021-06-14 21:47:20,551][root][INFO] - Lr: 2.742e-03 | Epoch: [61][0/372] | Time 1.501 | Data 1.193 | Loss 0.1686 | IoU 0.546 [2021-06-14 21:47:23,862][root][INFO] - Lr: 2.739e-03 | Epoch: [61][10/372] | Time 0.442 | Data 0.162 | Loss 0.1686 | IoU 0.546 [2021-06-14 21:47:27,040][root][INFO] - Lr: 2.735e-03 | Epoch: [61][20/372] | Time 0.383 | Data 0.106 | Loss 0.1685 | IoU 0.546 [2021-06-14 21:47:30,113][root][INFO] - Lr: 2.732e-03 | Epoch: [61][30/372] | Time 0.357 | Data 0.081 | Loss 0.1685 | IoU 0.546 [2021-06-14 21:47:33,288][root][INFO] - Lr: 2.728e-03 | Epoch: [61][40/372] | Time 0.348 | Data 0.073 | Loss 0.1685 | IoU 0.546 [2021-06-14 21:47:36,453][root][INFO] - Lr: 2.725e-03 | Epoch: [61][50/372] | Time 0.342 | Data 0.067 | Loss 0.1685 | IoU 0.546 [2021-06-14 21:47:39,598][root][INFO] - Lr: 2.721e-03 | Epoch: [61][60/372] | Time 0.338 | Data 0.063 | Loss 0.1684 | IoU 0.546 [2021-06-14 21:47:42,730][root][INFO] - Lr: 2.718e-03 | Epoch: [61][70/372] | Time 0.334 | Data 0.060 | Loss 0.1684 | IoU 0.546 [2021-06-14 21:47:45,883][root][INFO] - Lr: 2.714e-03 | Epoch: [61][80/372] | Time 0.332 | Data 0.057 | Loss 0.1684 | IoU 0.546 [2021-06-14 21:47:49,110][root][INFO] - Lr: 2.711e-03 | Epoch: [61][90/372] | Time 0.331 | Data 0.056 | Loss 0.1684 | IoU 0.546 [2021-06-14 21:47:52,317][root][INFO] - Lr: 2.707e-03 | Epoch: [61][100/372] | Time 0.330 | Data 0.055 | Loss 0.1683 | IoU 0.546 [2021-06-14 21:47:55,553][root][INFO] - Lr: 2.704e-03 | Epoch: [61][110/372] | Time 0.329 | Data 0.055 | Loss 0.1683 | IoU 0.546 [2021-06-14 21:47:58,738][root][INFO] - Lr: 2.700e-03 | Epoch: [61][120/372] | Time 0.328 | Data 0.054 | Loss 0.1683 | IoU 0.547 [2021-06-14 21:48:01,935][root][INFO] - Lr: 2.697e-03 | Epoch: [61][130/372] | Time 0.328 | Data 0.054 | Loss 0.1683 | IoU 0.547 [2021-06-14 21:48:05,110][root][INFO] - Lr: 2.693e-03 | Epoch: [61][140/372] | Time 0.327 | Data 0.053 | Loss 0.1682 | IoU 0.547 [2021-06-14 21:48:08,270][root][INFO] - Lr: 2.690e-03 | Epoch: [61][150/372] | Time 0.326 | Data 0.052 | Loss 0.1682 | IoU 0.547 [2021-06-14 21:48:11,514][root][INFO] - Lr: 2.686e-03 | Epoch: [61][160/372] | Time 0.326 | Data 0.052 | Loss 0.1682 | IoU 0.547 [2021-06-14 21:48:14,675][root][INFO] - Lr: 2.683e-03 | Epoch: [61][170/372] | Time 0.325 | Data 0.052 | Loss 0.1682 | IoU 0.547 [2021-06-14 21:48:17,930][root][INFO] - Lr: 2.679e-03 | Epoch: [61][180/372] | Time 0.325 | Data 0.052 | Loss 0.1682 | IoU 0.547 [2021-06-14 21:48:21,163][root][INFO] - Lr: 2.676e-03 | Epoch: [61][190/372] | Time 0.325 | Data 0.051 | Loss 0.1681 | IoU 0.547 [2021-06-14 21:48:24,418][root][INFO] - Lr: 2.672e-03 | Epoch: [61][200/372] | Time 0.325 | Data 0.052 | Loss 0.1681 | IoU 0.547 [2021-06-14 21:48:27,622][root][INFO] - Lr: 2.669e-03 | Epoch: [61][210/372] | Time 0.325 | Data 0.051 | Loss 0.1681 | IoU 0.547 [2021-06-14 21:48:30,757][root][INFO] - Lr: 2.665e-03 | Epoch: [61][220/372] | Time 0.325 | Data 0.051 | Loss 0.1681 | IoU 0.547 [2021-06-14 21:48:33,882][root][INFO] - Lr: 2.662e-03 | Epoch: [61][230/372] | Time 0.324 | Data 0.050 | Loss 0.1680 | IoU 0.547 [2021-06-14 21:48:37,069][root][INFO] - Lr: 2.658e-03 | Epoch: [61][240/372] | Time 0.324 | Data 0.050 | Loss 0.1680 | IoU 0.547 [2021-06-14 21:48:40,266][root][INFO] - Lr: 2.655e-03 | Epoch: [61][250/372] | Time 0.324 | Data 0.050 | Loss 0.1680 | IoU 0.547 [2021-06-14 21:48:43,487][root][INFO] - Lr: 2.651e-03 | Epoch: [61][260/372] | Time 0.324 | Data 0.050 | Loss 0.1680 | IoU 0.547 [2021-06-14 21:48:46,723][root][INFO] - Lr: 2.648e-03 | Epoch: [61][270/372] | Time 0.324 | Data 0.050 | Loss 0.1679 | IoU 0.547 [2021-06-14 21:48:49,914][root][INFO] - Lr: 2.644e-03 | Epoch: [61][280/372] | Time 0.323 | Data 0.049 | Loss 0.1679 | IoU 0.547 [2021-06-14 21:48:53,100][root][INFO] - Lr: 2.641e-03 | Epoch: [61][290/372] | Time 0.323 | Data 0.049 | Loss 0.1679 | IoU 0.547 [2021-06-14 21:48:56,315][root][INFO] - Lr: 2.637e-03 | Epoch: [61][300/372] | Time 0.323 | Data 0.049 | Loss 0.1679 | IoU 0.547 [2021-06-14 21:48:59,492][root][INFO] - Lr: 2.634e-03 | Epoch: [61][310/372] | Time 0.323 | Data 0.049 | Loss 0.1678 | IoU 0.547 [2021-06-14 21:49:02,602][root][INFO] - Lr: 2.630e-03 | Epoch: [61][320/372] | Time 0.323 | Data 0.049 | Loss 0.1678 | IoU 0.547 [2021-06-14 21:49:05,765][root][INFO] - Lr: 2.627e-03 | Epoch: [61][330/372] | Time 0.322 | Data 0.048 | Loss 0.1678 | IoU 0.547 [2021-06-14 21:49:09,004][root][INFO] - Lr: 2.623e-03 | Epoch: [61][340/372] | Time 0.322 | Data 0.048 | Loss 0.1678 | IoU 0.547 [2021-06-14 21:49:12,188][root][INFO] - Lr: 2.620e-03 | Epoch: [61][350/372] | Time 0.322 | Data 0.048 | Loss 0.1677 | IoU 0.547 [2021-06-14 21:49:15,393][root][INFO] - Lr: 2.616e-03 | Epoch: [61][360/372] | Time 0.322 | Data 0.048 | Loss 0.1677 | IoU 0.547 [2021-06-14 21:49:18,485][root][INFO] - Lr: 2.613e-03 | Epoch: [61][370/372] | Time 0.322 | Data 0.048 | Loss 0.1677 | IoU 0.547 [2021-06-14 21:49:20,549][root][INFO] - Lr: 2.612e-03 | Epoch: [62][0/372] | Time 1.603 | Data 1.316 | Loss 0.1677 | IoU 0.547 [2021-06-14 21:49:23,910][root][INFO] - Lr: 2.608e-03 | Epoch: [62][10/372] | Time 0.452 | Data 0.175 | Loss 0.1677 | IoU 0.547 [2021-06-14 21:49:27,132][root][INFO] - Lr: 2.605e-03 | Epoch: [62][20/372] | Time 0.390 | Data 0.114 | Loss 0.1676 | IoU 0.547 [2021-06-14 21:49:30,297][root][INFO] - Lr: 2.601e-03 | Epoch: [62][30/372] | Time 0.367 | Data 0.091 | Loss 0.1676 | IoU 0.547 [2021-06-14 21:49:33,454][root][INFO] - Lr: 2.598e-03 | Epoch: [62][40/372] | Time 0.354 | Data 0.079 | Loss 0.1676 | IoU 0.548 [2021-06-14 21:49:36,617][root][INFO] - Lr: 2.594e-03 | Epoch: [62][50/372] | Time 0.347 | Data 0.073 | Loss 0.1676 | IoU 0.548 [2021-06-14 21:49:39,793][root][INFO] - Lr: 2.591e-03 | Epoch: [62][60/372] | Time 0.342 | Data 0.068 | Loss 0.1675 | IoU 0.548 [2021-06-14 21:49:43,024][root][INFO] - Lr: 2.587e-03 | Epoch: [62][70/372] | Time 0.339 | Data 0.065 | Loss 0.1675 | IoU 0.548 [2021-06-14 21:49:46,202][root][INFO] - Lr: 2.584e-03 | Epoch: [62][80/372] | Time 0.337 | Data 0.062 | Loss 0.1675 | IoU 0.548 [2021-06-14 21:49:49,408][root][INFO] - Lr: 2.580e-03 | Epoch: [62][90/372] | Time 0.335 | Data 0.060 | Loss 0.1675 | IoU 0.548 [2021-06-14 21:49:52,617][root][INFO] - Lr: 2.577e-03 | Epoch: [62][100/372] | Time 0.333 | Data 0.059 | Loss 0.1674 | IoU 0.548 [2021-06-14 21:49:55,850][root][INFO] - Lr: 2.573e-03 | Epoch: [62][110/372] | Time 0.333 | Data 0.058 | Loss 0.1674 | IoU 0.548 [2021-06-14 21:49:59,002][root][INFO] - Lr: 2.570e-03 | Epoch: [62][120/372] | Time 0.331 | Data 0.056 | Loss 0.1674 | IoU 0.548 [2021-06-14 21:50:02,194][root][INFO] - Lr: 2.566e-03 | Epoch: [62][130/372] | Time 0.330 | Data 0.055 | Loss 0.1674 | IoU 0.548 [2021-06-14 21:50:05,389][root][INFO] - Lr: 2.563e-03 | Epoch: [62][140/372] | Time 0.329 | Data 0.055 | Loss 0.1674 | IoU 0.548 [2021-06-14 21:50:08,607][root][INFO] - Lr: 2.559e-03 | Epoch: [62][150/372] | Time 0.329 | Data 0.054 | Loss 0.1673 | IoU 0.548 [2021-06-14 21:50:11,798][root][INFO] - Lr: 2.556e-03 | Epoch: [62][160/372] | Time 0.328 | Data 0.054 | Loss 0.1673 | IoU 0.548 [2021-06-14 21:50:14,932][root][INFO] - Lr: 2.552e-03 | Epoch: [62][170/372] | Time 0.327 | Data 0.053 | Loss 0.1673 | IoU 0.548 [2021-06-14 21:50:18,155][root][INFO] - Lr: 2.549e-03 | Epoch: [62][180/372] | Time 0.327 | Data 0.052 | Loss 0.1673 | IoU 0.548 [2021-06-14 21:50:21,377][root][INFO] - Lr: 2.545e-03 | Epoch: [62][190/372] | Time 0.327 | Data 0.052 | Loss 0.1672 | IoU 0.548 [2021-06-14 21:50:24,568][root][INFO] - Lr: 2.542e-03 | Epoch: [62][200/372] | Time 0.327 | Data 0.052 | Loss 0.1672 | IoU 0.548 [2021-06-14 21:50:27,774][root][INFO] - Lr: 2.538e-03 | Epoch: [62][210/372] | Time 0.326 | Data 0.052 | Loss 0.1672 | IoU 0.548 [2021-06-14 21:50:30,952][root][INFO] - Lr: 2.535e-03 | Epoch: [62][220/372] | Time 0.326 | Data 0.051 | Loss 0.1672 | IoU 0.548 [2021-06-14 21:50:34,119][root][INFO] - Lr: 2.531e-03 | Epoch: [62][230/372] | Time 0.325 | Data 0.051 | Loss 0.1671 | IoU 0.548 [2021-06-14 21:50:37,356][root][INFO] - Lr: 2.527e-03 | Epoch: [62][240/372] | Time 0.325 | Data 0.051 | Loss 0.1671 | IoU 0.548 [2021-06-14 21:50:40,546][root][INFO] - Lr: 2.524e-03 | Epoch: [62][250/372] | Time 0.325 | Data 0.050 | Loss 0.1671 | IoU 0.548 [2021-06-14 21:50:43,774][root][INFO] - Lr: 2.520e-03 | Epoch: [62][260/372] | Time 0.325 | Data 0.050 | Loss 0.1671 | IoU 0.548 [2021-06-14 21:50:46,932][root][INFO] - Lr: 2.517e-03 | Epoch: [62][270/372] | Time 0.325 | Data 0.050 | Loss 0.1670 | IoU 0.548 [2021-06-14 21:50:50,101][root][INFO] - Lr: 2.513e-03 | Epoch: [62][280/372] | Time 0.324 | Data 0.050 | Loss 0.1670 | IoU 0.548 [2021-06-14 21:50:53,250][root][INFO] - Lr: 2.510e-03 | Epoch: [62][290/372] | Time 0.324 | Data 0.050 | Loss 0.1670 | IoU 0.548 [2021-06-14 21:50:56,395][root][INFO] - Lr: 2.506e-03 | Epoch: [62][300/372] | Time 0.324 | Data 0.049 | Loss 0.1670 | IoU 0.548 [2021-06-14 21:50:59,511][root][INFO] - Lr: 2.503e-03 | Epoch: [62][310/372] | Time 0.323 | Data 0.049 | Loss 0.1670 | IoU 0.548 [2021-06-14 21:51:02,547][root][INFO] - Lr: 2.499e-03 | Epoch: [62][320/372] | Time 0.323 | Data 0.048 | Loss 0.1669 | IoU 0.548 [2021-06-14 21:51:05,679][root][INFO] - Lr: 2.496e-03 | Epoch: [62][330/372] | Time 0.323 | Data 0.048 | Loss 0.1669 | IoU 0.549 [2021-06-14 21:51:08,856][root][INFO] - Lr: 2.492e-03 | Epoch: [62][340/372] | Time 0.322 | Data 0.048 | Loss 0.1669 | IoU 0.549 [2021-06-14 21:51:12,040][root][INFO] - Lr: 2.489e-03 | Epoch: [62][350/372] | Time 0.322 | Data 0.048 | Loss 0.1669 | IoU 0.549 [2021-06-14 21:51:15,202][root][INFO] - Lr: 2.485e-03 | Epoch: [62][360/372] | Time 0.322 | Data 0.048 | Loss 0.1668 | IoU 0.549 [2021-06-14 21:51:18,268][root][INFO] - Lr: 2.482e-03 | Epoch: [62][370/372] | Time 0.322 | Data 0.047 | Loss 0.1668 | IoU 0.549 [2021-06-14 21:51:20,025][root][INFO] - Lr: 2.481e-03 | Epoch: [63][0/372] | Time 1.261 | Data 0.952 | Loss 0.1668 | IoU 0.549 [2021-06-14 21:51:23,479][root][INFO] - Lr: 2.477e-03 | Epoch: [63][10/372] | Time 0.430 | Data 0.149 | Loss 0.1668 | IoU 0.549 [2021-06-14 21:51:26,724][root][INFO] - Lr: 2.474e-03 | Epoch: [63][20/372] | Time 0.381 | Data 0.104 | Loss 0.1668 | IoU 0.549 [2021-06-14 21:51:29,884][root][INFO] - Lr: 2.470e-03 | Epoch: [63][30/372] | Time 0.360 | Data 0.084 | Loss 0.1667 | IoU 0.549 [2021-06-14 21:51:33,049][root][INFO] - Lr: 2.467e-03 | Epoch: [63][40/372] | Time 0.349 | Data 0.074 | Loss 0.1667 | IoU 0.549 [2021-06-14 21:51:36,282][root][INFO] - Lr: 2.463e-03 | Epoch: [63][50/372] | Time 0.344 | Data 0.069 | Loss 0.1667 | IoU 0.549 [2021-06-14 21:51:39,450][root][INFO] - Lr: 2.460e-03 | Epoch: [63][60/372] | Time 0.340 | Data 0.065 | Loss 0.1667 | IoU 0.549 [2021-06-14 21:51:42,665][root][INFO] - Lr: 2.456e-03 | Epoch: [63][70/372] | Time 0.337 | Data 0.063 | Loss 0.1666 | IoU 0.549 [2021-06-14 21:51:45,836][root][INFO] - Lr: 2.453e-03 | Epoch: [63][80/372] | Time 0.335 | Data 0.060 | Loss 0.1666 | IoU 0.549 [2021-06-14 21:51:48,960][root][INFO] - Lr: 2.449e-03 | Epoch: [63][90/372] | Time 0.332 | Data 0.058 | Loss 0.1666 | IoU 0.549 [2021-06-14 21:51:52,135][root][INFO] - Lr: 2.446e-03 | Epoch: [63][100/372] | Time 0.331 | Data 0.057 | Loss 0.1666 | IoU 0.549 [2021-06-14 21:51:55,345][root][INFO] - Lr: 2.442e-03 | Epoch: [63][110/372] | Time 0.330 | Data 0.056 | Loss 0.1665 | IoU 0.549 [2021-06-14 21:51:58,546][root][INFO] - Lr: 2.438e-03 | Epoch: [63][120/372] | Time 0.329 | Data 0.055 | Loss 0.1665 | IoU 0.549 [2021-06-14 21:52:01,748][root][INFO] - Lr: 2.435e-03 | Epoch: [63][130/372] | Time 0.328 | Data 0.054 | Loss 0.1665 | IoU 0.549 [2021-06-14 21:52:04,976][root][INFO] - Lr: 2.431e-03 | Epoch: [63][140/372] | Time 0.328 | Data 0.054 | Loss 0.1665 | IoU 0.549 [2021-06-14 21:52:08,189][root][INFO] - Lr: 2.428e-03 | Epoch: [63][150/372] | Time 0.328 | Data 0.053 | Loss 0.1665 | IoU 0.549 [2021-06-14 21:52:11,368][root][INFO] - Lr: 2.424e-03 | Epoch: [63][160/372] | Time 0.327 | Data 0.053 | Loss 0.1664 | IoU 0.549 [2021-06-14 21:52:14,621][root][INFO] - Lr: 2.421e-03 | Epoch: [63][170/372] | Time 0.327 | Data 0.052 | Loss 0.1664 | IoU 0.549 [2021-06-14 21:52:17,768][root][INFO] - Lr: 2.417e-03 | Epoch: [63][180/372] | Time 0.326 | Data 0.052 | Loss 0.1664 | IoU 0.549 [2021-06-14 21:52:20,956][root][INFO] - Lr: 2.414e-03 | Epoch: [63][190/372] | Time 0.326 | Data 0.052 | Loss 0.1664 | IoU 0.549 [2021-06-14 21:52:24,157][root][INFO] - Lr: 2.410e-03 | Epoch: [63][200/372] | Time 0.326 | Data 0.051 | Loss 0.1663 | IoU 0.549 [2021-06-14 21:52:27,380][root][INFO] - Lr: 2.407e-03 | Epoch: [63][210/372] | Time 0.325 | Data 0.051 | Loss 0.1663 | IoU 0.549 [2021-06-14 21:52:30,520][root][INFO] - Lr: 2.403e-03 | Epoch: [63][220/372] | Time 0.325 | Data 0.050 | Loss 0.1663 | IoU 0.549 [2021-06-14 21:52:33,727][root][INFO] - Lr: 2.400e-03 | Epoch: [63][230/372] | Time 0.325 | Data 0.050 | Loss 0.1663 | IoU 0.549 [2021-06-14 21:52:36,901][root][INFO] - Lr: 2.396e-03 | Epoch: [63][240/372] | Time 0.324 | Data 0.050 | Loss 0.1662 | IoU 0.550 [2021-06-14 21:52:40,063][root][INFO] - Lr: 2.392e-03 | Epoch: [63][250/372] | Time 0.324 | Data 0.049 | Loss 0.1662 | IoU 0.550 [2021-06-14 21:52:43,138][root][INFO] - Lr: 2.389e-03 | Epoch: [63][260/372] | Time 0.323 | Data 0.049 | Loss 0.1662 | IoU 0.550 [2021-06-14 21:52:46,268][root][INFO] - Lr: 2.385e-03 | Epoch: [63][270/372] | Time 0.323 | Data 0.048 | Loss 0.1662 | IoU 0.550 [2021-06-14 21:52:49,448][root][INFO] - Lr: 2.382e-03 | Epoch: [63][280/372] | Time 0.323 | Data 0.048 | Loss 0.1661 | IoU 0.550 [2021-06-14 21:52:52,698][root][INFO] - Lr: 2.378e-03 | Epoch: [63][290/372] | Time 0.323 | Data 0.048 | Loss 0.1661 | IoU 0.550 [2021-06-14 21:52:55,954][root][INFO] - Lr: 2.375e-03 | Epoch: [63][300/372] | Time 0.323 | Data 0.048 | Loss 0.1661 | IoU 0.550 [2021-06-14 21:52:59,152][root][INFO] - Lr: 2.371e-03 | Epoch: [63][310/372] | Time 0.323 | Data 0.048 | Loss 0.1661 | IoU 0.550 [2021-06-14 21:53:02,323][root][INFO] - Lr: 2.368e-03 | Epoch: [63][320/372] | Time 0.323 | Data 0.048 | Loss 0.1661 | IoU 0.550 [2021-06-14 21:53:05,502][root][INFO] - Lr: 2.364e-03 | Epoch: [63][330/372] | Time 0.323 | Data 0.048 | Loss 0.1660 | IoU 0.550 [2021-06-14 21:53:08,741][root][INFO] - Lr: 2.361e-03 | Epoch: [63][340/372] | Time 0.323 | Data 0.048 | Loss 0.1660 | IoU 0.550 [2021-06-14 21:53:11,937][root][INFO] - Lr: 2.357e-03 | Epoch: [63][350/372] | Time 0.323 | Data 0.048 | Loss 0.1660 | IoU 0.550 [2021-06-14 21:53:15,128][root][INFO] - Lr: 2.353e-03 | Epoch: [63][360/372] | Time 0.322 | Data 0.048 | Loss 0.1660 | IoU 0.550 [2021-06-14 21:53:18,193][root][INFO] - Lr: 2.350e-03 | Epoch: [63][370/372] | Time 0.322 | Data 0.048 | Loss 0.1659 | IoU 0.550 [2021-06-14 21:53:20,128][root][INFO] - Lr: 2.349e-03 | Epoch: [64][0/372] | Time 1.487 | Data 1.204 | Loss 0.1659 | IoU 0.550 [2021-06-14 21:53:23,466][root][INFO] - Lr: 2.346e-03 | Epoch: [64][10/372] | Time 0.437 | Data 0.161 | Loss 0.1659 | IoU 0.550 [2021-06-14 21:53:26,641][root][INFO] - Lr: 2.342e-03 | Epoch: [64][20/372] | Time 0.381 | Data 0.106 | Loss 0.1659 | IoU 0.550 [2021-06-14 21:53:29,856][root][INFO] - Lr: 2.339e-03 | Epoch: [64][30/372] | Time 0.361 | Data 0.087 | Loss 0.1659 | IoU 0.550 [2021-06-14 21:53:33,068][root][INFO] - Lr: 2.335e-03 | Epoch: [64][40/372] | Time 0.351 | Data 0.077 | Loss 0.1658 | IoU 0.550 [2021-06-14 21:53:36,231][root][INFO] - Lr: 2.331e-03 | Epoch: [64][50/372] | Time 0.344 | Data 0.071 | Loss 0.1658 | IoU 0.550 [2021-06-14 21:53:39,462][root][INFO] - Lr: 2.328e-03 | Epoch: [64][60/372] | Time 0.341 | Data 0.067 | Loss 0.1658 | IoU 0.550 [2021-06-14 21:53:42,682][root][INFO] - Lr: 2.324e-03 | Epoch: [64][70/372] | Time 0.338 | Data 0.064 | Loss 0.1658 | IoU 0.550 [2021-06-14 21:53:45,885][root][INFO] - Lr: 2.321e-03 | Epoch: [64][80/372] | Time 0.336 | Data 0.062 | Loss 0.1658 | IoU 0.550 [2021-06-14 21:53:49,083][root][INFO] - Lr: 2.317e-03 | Epoch: [64][90/372] | Time 0.334 | Data 0.060 | Loss 0.1657 | IoU 0.550 [2021-06-14 21:53:52,260][root][INFO] - Lr: 2.314e-03 | Epoch: [64][100/372] | Time 0.333 | Data 0.059 | Loss 0.1657 | IoU 0.550 [2021-06-14 21:53:55,417][root][INFO] - Lr: 2.310e-03 | Epoch: [64][110/372] | Time 0.331 | Data 0.057 | Loss 0.1657 | IoU 0.550 [2021-06-14 21:53:58,629][root][INFO] - Lr: 2.306e-03 | Epoch: [64][120/372] | Time 0.330 | Data 0.056 | Loss 0.1657 | IoU 0.550 [2021-06-14 21:54:01,838][root][INFO] - Lr: 2.303e-03 | Epoch: [64][130/372] | Time 0.330 | Data 0.056 | Loss 0.1656 | IoU 0.550 [2021-06-14 21:54:05,089][root][INFO] - Lr: 2.299e-03 | Epoch: [64][140/372] | Time 0.329 | Data 0.055 | Loss 0.1656 | IoU 0.550 [2021-06-14 21:54:08,259][root][INFO] - Lr: 2.296e-03 | Epoch: [64][150/372] | Time 0.329 | Data 0.054 | Loss 0.1656 | IoU 0.550 [2021-06-14 21:54:11,424][root][INFO] - Lr: 2.292e-03 | Epoch: [64][160/372] | Time 0.328 | Data 0.054 | Loss 0.1656 | IoU 0.551 [2021-06-14 21:54:14,564][root][INFO] - Lr: 2.289e-03 | Epoch: [64][170/372] | Time 0.327 | Data 0.053 | Loss 0.1656 | IoU 0.551 [2021-06-14 21:54:17,805][root][INFO] - Lr: 2.285e-03 | Epoch: [64][180/372] | Time 0.327 | Data 0.053 | Loss 0.1655 | IoU 0.551 [2021-06-14 21:54:20,996][root][INFO] - Lr: 2.282e-03 | Epoch: [64][190/372] | Time 0.326 | Data 0.052 | Loss 0.1655 | IoU 0.551 [2021-06-14 21:54:24,288][root][INFO] - Lr: 2.278e-03 | Epoch: [64][200/372] | Time 0.326 | Data 0.052 | Loss 0.1655 | IoU 0.551 [2021-06-14 21:54:27,476][root][INFO] - Lr: 2.274e-03 | Epoch: [64][210/372] | Time 0.326 | Data 0.052 | Loss 0.1655 | IoU 0.551 [2021-06-14 21:54:30,646][root][INFO] - Lr: 2.271e-03 | Epoch: [64][220/372] | Time 0.326 | Data 0.052 | Loss 0.1654 | IoU 0.551 [2021-06-14 21:54:33,814][root][INFO] - Lr: 2.267e-03 | Epoch: [64][230/372] | Time 0.325 | Data 0.051 | Loss 0.1654 | IoU 0.551 [2021-06-14 21:54:36,996][root][INFO] - Lr: 2.264e-03 | Epoch: [64][240/372] | Time 0.325 | Data 0.051 | Loss 0.1654 | IoU 0.551 [2021-06-14 21:54:40,202][root][INFO] - Lr: 2.260e-03 | Epoch: [64][250/372] | Time 0.325 | Data 0.051 | Loss 0.1654 | IoU 0.551 [2021-06-14 21:54:43,450][root][INFO] - Lr: 2.257e-03 | Epoch: [64][260/372] | Time 0.325 | Data 0.051 | Loss 0.1654 | IoU 0.551 [2021-06-14 21:54:46,619][root][INFO] - Lr: 2.253e-03 | Epoch: [64][270/372] | Time 0.325 | Data 0.050 | Loss 0.1653 | IoU 0.551 [2021-06-14 21:54:49,737][root][INFO] - Lr: 2.249e-03 | Epoch: [64][280/372] | Time 0.324 | Data 0.050 | Loss 0.1653 | IoU 0.551 [2021-06-14 21:54:52,940][root][INFO] - Lr: 2.246e-03 | Epoch: [64][290/372] | Time 0.324 | Data 0.050 | Loss 0.1653 | IoU 0.551 [2021-06-14 21:54:56,108][root][INFO] - Lr: 2.242e-03 | Epoch: [64][300/372] | Time 0.324 | Data 0.050 | Loss 0.1653 | IoU 0.551 [2021-06-14 21:54:59,323][root][INFO] - Lr: 2.239e-03 | Epoch: [64][310/372] | Time 0.324 | Data 0.050 | Loss 0.1652 | IoU 0.551 [2021-06-14 21:55:02,509][root][INFO] - Lr: 2.235e-03 | Epoch: [64][320/372] | Time 0.324 | Data 0.050 | Loss 0.1652 | IoU 0.551 [2021-06-14 21:55:05,714][root][INFO] - Lr: 2.232e-03 | Epoch: [64][330/372] | Time 0.323 | Data 0.050 | Loss 0.1652 | IoU 0.551 [2021-06-14 21:55:08,914][root][INFO] - Lr: 2.228e-03 | Epoch: [64][340/372] | Time 0.323 | Data 0.049 | Loss 0.1652 | IoU 0.551 [2021-06-14 21:55:12,098][root][INFO] - Lr: 2.224e-03 | Epoch: [64][350/372] | Time 0.323 | Data 0.049 | Loss 0.1652 | IoU 0.551 [2021-06-14 21:55:15,313][root][INFO] - Lr: 2.221e-03 | Epoch: [64][360/372] | Time 0.323 | Data 0.049 | Loss 0.1651 | IoU 0.551 [2021-06-14 21:55:18,402][root][INFO] - Lr: 2.217e-03 | Epoch: [64][370/372] | Time 0.323 | Data 0.049 | Loss 0.1651 | IoU 0.551 [2021-06-14 21:55:20,202][root][INFO] - Lr: 2.217e-03 | Epoch: [65][0/372] | Time 1.323 | Data 1.042 | Loss 0.1651 | IoU 0.551 [2021-06-14 21:55:23,699][root][INFO] - Lr: 2.213e-03 | Epoch: [65][10/372] | Time 0.438 | Data 0.159 | Loss 0.1651 | IoU 0.551 [2021-06-14 21:55:26,932][root][INFO] - Lr: 2.209e-03 | Epoch: [65][20/372] | Time 0.384 | Data 0.109 | Loss 0.1651 | IoU 0.551 [2021-06-14 21:55:30,139][root][INFO] - Lr: 2.206e-03 | Epoch: [65][30/372] | Time 0.363 | Data 0.088 | Loss 0.1650 | IoU 0.551 [2021-06-14 21:55:33,385][root][INFO] - Lr: 2.202e-03 | Epoch: [65][40/372] | Time 0.353 | Data 0.079 | Loss 0.1650 | IoU 0.551 [2021-06-14 21:55:36,623][root][INFO] - Lr: 2.199e-03 | Epoch: [65][50/372] | Time 0.348 | Data 0.073 | Loss 0.1650 | IoU 0.551 [2021-06-14 21:55:39,793][root][INFO] - 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Lr: 2.166e-03 | Epoch: [65][140/372] | Time 0.329 | Data 0.056 | Loss 0.1648 | IoU 0.552 [2021-06-14 21:56:08,481][root][INFO] - Lr: 2.163e-03 | Epoch: [65][150/372] | Time 0.329 | Data 0.055 | Loss 0.1648 | IoU 0.552 [2021-06-14 21:56:11,681][root][INFO] - Lr: 2.159e-03 | Epoch: [65][160/372] | Time 0.328 | Data 0.055 | Loss 0.1647 | IoU 0.552 [2021-06-14 21:56:14,868][root][INFO] - Lr: 2.156e-03 | Epoch: [65][170/372] | Time 0.328 | Data 0.054 | Loss 0.1647 | IoU 0.552 [2021-06-14 21:56:18,062][root][INFO] - Lr: 2.152e-03 | Epoch: [65][180/372] | Time 0.327 | Data 0.054 | Loss 0.1647 | IoU 0.552 [2021-06-14 21:56:21,278][root][INFO] - Lr: 2.149e-03 | Epoch: [65][190/372] | Time 0.327 | Data 0.053 | Loss 0.1647 | IoU 0.552 [2021-06-14 21:56:24,451][root][INFO] - Lr: 2.145e-03 | Epoch: [65][200/372] | Time 0.326 | Data 0.053 | Loss 0.1647 | IoU 0.552 [2021-06-14 21:56:27,710][root][INFO] - Lr: 2.141e-03 | Epoch: [65][210/372] | Time 0.326 | Data 0.053 | Loss 0.1646 | IoU 0.552 [2021-06-14 21:56:30,907][root][INFO] - Lr: 2.138e-03 | Epoch: [65][220/372] | Time 0.326 | Data 0.052 | Loss 0.1646 | IoU 0.552 [2021-06-14 21:56:34,107][root][INFO] - Lr: 2.134e-03 | Epoch: [65][230/372] | Time 0.326 | Data 0.052 | Loss 0.1646 | IoU 0.552 [2021-06-14 21:56:37,270][root][INFO] - Lr: 2.131e-03 | Epoch: [65][240/372] | Time 0.325 | Data 0.052 | Loss 0.1646 | IoU 0.552 [2021-06-14 21:56:40,450][root][INFO] - Lr: 2.127e-03 | Epoch: [65][250/372] | Time 0.325 | Data 0.052 | Loss 0.1645 | IoU 0.552 [2021-06-14 21:56:43,609][root][INFO] - Lr: 2.123e-03 | Epoch: [65][260/372] | Time 0.325 | Data 0.051 | Loss 0.1645 | IoU 0.552 [2021-06-14 21:56:46,817][root][INFO] - Lr: 2.120e-03 | Epoch: [65][270/372] | Time 0.325 | Data 0.051 | Loss 0.1645 | IoU 0.552 [2021-06-14 21:56:49,991][root][INFO] - Lr: 2.116e-03 | Epoch: [65][280/372] | Time 0.324 | Data 0.051 | Loss 0.1645 | IoU 0.552 [2021-06-14 21:56:53,153][root][INFO] - Lr: 2.113e-03 | Epoch: [65][290/372] | Time 0.324 | Data 0.051 | Loss 0.1645 | IoU 0.552 [2021-06-14 21:56:56,371][root][INFO] - Lr: 2.109e-03 | Epoch: [65][300/372] | Time 0.324 | Data 0.050 | Loss 0.1644 | IoU 0.552 [2021-06-14 21:56:59,569][root][INFO] - Lr: 2.105e-03 | Epoch: [65][310/372] | Time 0.324 | Data 0.050 | Loss 0.1644 | IoU 0.552 [2021-06-14 21:57:02,736][root][INFO] - Lr: 2.102e-03 | Epoch: [65][320/372] | Time 0.324 | Data 0.050 | Loss 0.1644 | IoU 0.552 [2021-06-14 21:57:05,928][root][INFO] - Lr: 2.098e-03 | Epoch: [65][330/372] | Time 0.323 | Data 0.050 | Loss 0.1644 | IoU 0.552 [2021-06-14 21:57:09,105][root][INFO] - Lr: 2.095e-03 | Epoch: [65][340/372] | Time 0.323 | Data 0.050 | Loss 0.1643 | IoU 0.552 [2021-06-14 21:57:12,337][root][INFO] - Lr: 2.091e-03 | Epoch: [65][350/372] | Time 0.323 | Data 0.050 | Loss 0.1643 | IoU 0.552 [2021-06-14 21:57:15,468][root][INFO] - Lr: 2.087e-03 | Epoch: [65][360/372] | Time 0.323 | Data 0.050 | Loss 0.1643 | IoU 0.552 [2021-06-14 21:57:18,558][root][INFO] - Lr: 2.084e-03 | Epoch: [65][370/372] | Time 0.323 | Data 0.049 | Loss 0.1643 | IoU 0.552 [2021-06-14 21:57:19,383][root][INFO] - 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488/500 [2021-06-14 21:57:53,730][root][INFO] - 489/500 [2021-06-14 21:57:53,799][root][INFO] - 490/500 [2021-06-14 21:57:53,842][root][INFO] - 491/500 [2021-06-14 21:57:53,915][root][INFO] - 492/500 [2021-06-14 21:57:53,961][root][INFO] - 493/500 [2021-06-14 21:57:54,004][root][INFO] - 494/500 [2021-06-14 21:57:54,049][root][INFO] - 495/500 [2021-06-14 21:57:54,092][root][INFO] - 496/500 [2021-06-14 21:57:54,135][root][INFO] - 497/500 [2021-06-14 21:57:54,179][root][INFO] - 498/500 [2021-06-14 21:57:54,222][root][INFO] - 499/500 [2021-06-14 21:57:54,342][root][INFO] - Validation set: Time avg per batch 0.071 Loss avg 0.2929 IoU avg 0.552 [2021-06-14 21:57:54,343][root][INFO] - ---> save checkpoint [2021-06-14 21:57:58,080][root][INFO] - Lr: 2.083e-03 | Epoch: [66][0/372] | Time 1.236 | Data 0.938 | Loss 0.1643 | IoU 0.552 [2021-06-14 21:58:01,386][root][INFO] - Lr: 2.080e-03 | Epoch: [66][10/372] | Time 0.414 | Data 0.135 | Loss 0.1642 | IoU 0.552 [2021-06-14 21:58:04,656][root][INFO] - Lr: 2.076e-03 | Epoch: [66][20/372] | Time 0.372 | Data 0.096 | Loss 0.1642 | IoU 0.552 [2021-06-14 21:58:07,883][root][INFO] - Lr: 2.072e-03 | Epoch: [66][30/372] | Time 0.356 | Data 0.082 | Loss 0.1642 | IoU 0.552 [2021-06-14 21:58:11,089][root][INFO] - Lr: 2.069e-03 | Epoch: [66][40/372] | Time 0.348 | Data 0.073 | Loss 0.1642 | IoU 0.552 [2021-06-14 21:58:14,175][root][INFO] - Lr: 2.065e-03 | Epoch: [66][50/372] | Time 0.340 | Data 0.066 | Loss 0.1642 | IoU 0.552 [2021-06-14 21:58:17,401][root][INFO] - Lr: 2.062e-03 | Epoch: [66][60/372] | Time 0.337 | Data 0.063 | Loss 0.1641 | IoU 0.553 [2021-06-14 21:58:20,584][root][INFO] - Lr: 2.058e-03 | Epoch: [66][70/372] | Time 0.335 | Data 0.060 | Loss 0.1641 | IoU 0.553 [2021-06-14 21:58:23,724][root][INFO] - Lr: 2.054e-03 | Epoch: [66][80/372] | Time 0.332 | Data 0.058 | Loss 0.1641 | IoU 0.553 [2021-06-14 21:58:26,859][root][INFO] - Lr: 2.051e-03 | Epoch: [66][90/372] | Time 0.330 | Data 0.056 | Loss 0.1641 | IoU 0.553 [2021-06-14 21:58:30,050][root][INFO] - Lr: 2.047e-03 | Epoch: [66][100/372] | Time 0.329 | Data 0.055 | Loss 0.1640 | IoU 0.553 [2021-06-14 21:58:33,302][root][INFO] - Lr: 2.044e-03 | Epoch: [66][110/372] | Time 0.328 | Data 0.054 | Loss 0.1640 | IoU 0.553 [2021-06-14 21:58:36,458][root][INFO] - Lr: 2.040e-03 | Epoch: [66][120/372] | Time 0.328 | Data 0.054 | Loss 0.1640 | IoU 0.553 [2021-06-14 21:58:39,630][root][INFO] - Lr: 2.036e-03 | Epoch: [66][130/372] | Time 0.327 | Data 0.053 | Loss 0.1640 | IoU 0.553 [2021-06-14 21:58:42,757][root][INFO] - Lr: 2.033e-03 | Epoch: [66][140/372] | Time 0.326 | Data 0.052 | Loss 0.1640 | IoU 0.553 [2021-06-14 21:58:45,948][root][INFO] - Lr: 2.029e-03 | Epoch: [66][150/372] | Time 0.325 | Data 0.052 | Loss 0.1639 | IoU 0.553 [2021-06-14 21:58:49,171][root][INFO] - Lr: 2.025e-03 | Epoch: [66][160/372] | Time 0.325 | Data 0.052 | Loss 0.1639 | IoU 0.553 [2021-06-14 21:58:52,337][root][INFO] - Lr: 2.022e-03 | Epoch: [66][170/372] | Time 0.325 | Data 0.051 | Loss 0.1639 | IoU 0.553 [2021-06-14 21:58:55,525][root][INFO] - Lr: 2.018e-03 | Epoch: [66][180/372] | Time 0.324 | Data 0.051 | Loss 0.1639 | IoU 0.553 [2021-06-14 21:58:58,721][root][INFO] - Lr: 2.015e-03 | Epoch: [66][190/372] | Time 0.324 | Data 0.051 | Loss 0.1639 | IoU 0.553 [2021-06-14 21:59:01,909][root][INFO] - Lr: 2.011e-03 | Epoch: [66][200/372] | Time 0.324 | Data 0.051 | Loss 0.1638 | IoU 0.553 [2021-06-14 21:59:05,060][root][INFO] - Lr: 2.007e-03 | Epoch: [66][210/372] | Time 0.323 | Data 0.050 | Loss 0.1638 | IoU 0.553 [2021-06-14 21:59:08,296][root][INFO] - Lr: 2.004e-03 | Epoch: [66][220/372] | Time 0.323 | Data 0.050 | Loss 0.1638 | IoU 0.553 [2021-06-14 21:59:11,460][root][INFO] - Lr: 2.000e-03 | Epoch: [66][230/372] | Time 0.323 | Data 0.050 | Loss 0.1638 | IoU 0.553 [2021-06-14 21:59:14,686][root][INFO] - Lr: 1.997e-03 | Epoch: [66][240/372] | Time 0.323 | Data 0.050 | Loss 0.1637 | IoU 0.553 [2021-06-14 21:59:17,857][root][INFO] - Lr: 1.993e-03 | Epoch: [66][250/372] | Time 0.323 | Data 0.050 | Loss 0.1637 | IoU 0.553 [2021-06-14 21:59:21,003][root][INFO] - Lr: 1.989e-03 | Epoch: [66][260/372] | Time 0.323 | Data 0.050 | Loss 0.1637 | IoU 0.553 [2021-06-14 21:59:24,181][root][INFO] - Lr: 1.986e-03 | Epoch: [66][270/372] | Time 0.322 | Data 0.050 | Loss 0.1637 | IoU 0.553 [2021-06-14 21:59:27,338][root][INFO] - Lr: 1.982e-03 | Epoch: [66][280/372] | Time 0.322 | Data 0.049 | Loss 0.1637 | IoU 0.553 [2021-06-14 21:59:30,521][root][INFO] - Lr: 1.978e-03 | Epoch: [66][290/372] | Time 0.322 | Data 0.049 | Loss 0.1636 | IoU 0.553 [2021-06-14 21:59:33,753][root][INFO] - Lr: 1.975e-03 | Epoch: [66][300/372] | Time 0.322 | Data 0.049 | Loss 0.1636 | IoU 0.553 [2021-06-14 21:59:36,960][root][INFO] - Lr: 1.971e-03 | Epoch: [66][310/372] | Time 0.322 | Data 0.049 | Loss 0.1636 | IoU 0.553 [2021-06-14 21:59:40,108][root][INFO] - Lr: 1.968e-03 | Epoch: [66][320/372] | Time 0.322 | Data 0.049 | Loss 0.1636 | IoU 0.553 [2021-06-14 21:59:43,329][root][INFO] - Lr: 1.964e-03 | Epoch: [66][330/372] | Time 0.322 | Data 0.049 | Loss 0.1636 | IoU 0.553 [2021-06-14 21:59:46,490][root][INFO] - Lr: 1.960e-03 | Epoch: [66][340/372] | Time 0.322 | Data 0.049 | Loss 0.1635 | IoU 0.553 [2021-06-14 21:59:49,696][root][INFO] - Lr: 1.957e-03 | Epoch: [66][350/372] | Time 0.322 | Data 0.048 | Loss 0.1635 | IoU 0.553 [2021-06-14 21:59:52,853][root][INFO] - Lr: 1.953e-03 | Epoch: [66][360/372] | Time 0.321 | Data 0.048 | Loss 0.1635 | IoU 0.554 [2021-06-14 21:59:55,944][root][INFO] - Lr: 1.949e-03 | Epoch: [66][370/372] | Time 0.321 | Data 0.048 | Loss 0.1635 | IoU 0.554 [2021-06-14 21:59:57,932][root][INFO] - Lr: 1.949e-03 | Epoch: [67][0/372] | Time 1.497 | Data 1.196 | Loss 0.1635 | IoU 0.554 [2021-06-14 22:00:01,300][root][INFO] - Lr: 1.945e-03 | Epoch: [67][10/372] | Time 0.443 | Data 0.167 | Loss 0.1634 | IoU 0.554 [2021-06-14 22:00:04,506][root][INFO] - Lr: 1.941e-03 | Epoch: [67][20/372] | Time 0.386 | Data 0.111 | Loss 0.1634 | IoU 0.554 [2021-06-14 22:00:07,687][root][INFO] - Lr: 1.938e-03 | Epoch: [67][30/372] | Time 0.364 | Data 0.091 | Loss 0.1634 | IoU 0.554 [2021-06-14 22:00:10,913][root][INFO] - Lr: 1.934e-03 | Epoch: [67][40/372] | Time 0.354 | Data 0.081 | Loss 0.1634 | IoU 0.554 [2021-06-14 22:00:14,067][root][INFO] - Lr: 1.931e-03 | Epoch: [67][50/372] | Time 0.346 | Data 0.073 | Loss 0.1634 | IoU 0.554 [2021-06-14 22:00:17,257][root][INFO] - Lr: 1.927e-03 | Epoch: [67][60/372] | Time 0.342 | Data 0.068 | Loss 0.1633 | IoU 0.554 [2021-06-14 22:00:20,444][root][INFO] - Lr: 1.923e-03 | Epoch: [67][70/372] | Time 0.339 | Data 0.066 | Loss 0.1633 | IoU 0.554 [2021-06-14 22:00:23,615][root][INFO] - Lr: 1.920e-03 | Epoch: [67][80/372] | Time 0.336 | Data 0.063 | Loss 0.1633 | IoU 0.554 [2021-06-14 22:00:26,806][root][INFO] - Lr: 1.916e-03 | Epoch: [67][90/372] | Time 0.334 | Data 0.061 | Loss 0.1633 | IoU 0.554 [2021-06-14 22:00:30,019][root][INFO] - Lr: 1.912e-03 | Epoch: [67][100/372] | Time 0.333 | Data 0.060 | Loss 0.1632 | IoU 0.554 [2021-06-14 22:00:33,224][root][INFO] - Lr: 1.909e-03 | Epoch: [67][110/372] | Time 0.332 | Data 0.058 | Loss 0.1632 | IoU 0.554 [2021-06-14 22:00:36,415][root][INFO] - Lr: 1.905e-03 | Epoch: [67][120/372] | Time 0.331 | Data 0.057 | Loss 0.1632 | IoU 0.554 [2021-06-14 22:00:39,679][root][INFO] - Lr: 1.902e-03 | Epoch: [67][130/372] | Time 0.330 | Data 0.057 | Loss 0.1632 | IoU 0.554 [2021-06-14 22:00:42,898][root][INFO] - Lr: 1.898e-03 | Epoch: [67][140/372] | Time 0.330 | Data 0.057 | Loss 0.1632 | IoU 0.554 [2021-06-14 22:00:46,105][root][INFO] - Lr: 1.894e-03 | Epoch: [67][150/372] | Time 0.329 | Data 0.056 | Loss 0.1631 | IoU 0.554 [2021-06-14 22:00:49,190][root][INFO] - Lr: 1.891e-03 | Epoch: [67][160/372] | Time 0.328 | Data 0.055 | Loss 0.1631 | IoU 0.554 [2021-06-14 22:00:52,386][root][INFO] - Lr: 1.887e-03 | Epoch: [67][170/372] | Time 0.327 | Data 0.054 | Loss 0.1631 | IoU 0.554 [2021-06-14 22:00:55,581][root][INFO] - Lr: 1.883e-03 | Epoch: [67][180/372] | Time 0.327 | Data 0.054 | Loss 0.1631 | IoU 0.554 [2021-06-14 22:00:58,738][root][INFO] - Lr: 1.880e-03 | Epoch: [67][190/372] | Time 0.326 | Data 0.053 | Loss 0.1631 | IoU 0.554 [2021-06-14 22:01:01,936][root][INFO] - Lr: 1.876e-03 | Epoch: [67][200/372] | Time 0.326 | Data 0.053 | Loss 0.1630 | IoU 0.554 [2021-06-14 22:01:05,050][root][INFO] - Lr: 1.872e-03 | Epoch: [67][210/372] | Time 0.325 | Data 0.052 | Loss 0.1630 | IoU 0.554 [2021-06-14 22:01:08,268][root][INFO] - Lr: 1.869e-03 | Epoch: [67][220/372] | Time 0.325 | Data 0.052 | Loss 0.1630 | IoU 0.554 [2021-06-14 22:01:11,431][root][INFO] - Lr: 1.865e-03 | Epoch: [67][230/372] | Time 0.325 | Data 0.052 | Loss 0.1630 | IoU 0.554 [2021-06-14 22:01:14,596][root][INFO] - Lr: 1.861e-03 | Epoch: [67][240/372] | Time 0.324 | Data 0.051 | Loss 0.1630 | IoU 0.554 [2021-06-14 22:01:17,823][root][INFO] - Lr: 1.858e-03 | Epoch: [67][250/372] | Time 0.324 | Data 0.051 | Loss 0.1629 | IoU 0.554 [2021-06-14 22:01:21,052][root][INFO] - Lr: 1.854e-03 | Epoch: [67][260/372] | Time 0.324 | Data 0.051 | Loss 0.1629 | IoU 0.554 [2021-06-14 22:01:24,205][root][INFO] - Lr: 1.851e-03 | Epoch: [67][270/372] | Time 0.324 | Data 0.050 | Loss 0.1629 | IoU 0.554 [2021-06-14 22:01:27,379][root][INFO] - Lr: 1.847e-03 | Epoch: [67][280/372] | Time 0.324 | Data 0.050 | Loss 0.1629 | IoU 0.554 [2021-06-14 22:01:30,583][root][INFO] - Lr: 1.843e-03 | Epoch: [67][290/372] | Time 0.324 | Data 0.050 | Loss 0.1628 | IoU 0.554 [2021-06-14 22:01:33,798][root][INFO] - Lr: 1.840e-03 | Epoch: [67][300/372] | Time 0.324 | Data 0.050 | Loss 0.1628 | IoU 0.555 [2021-06-14 22:01:37,004][root][INFO] - Lr: 1.836e-03 | Epoch: [67][310/372] | Time 0.323 | Data 0.050 | Loss 0.1628 | IoU 0.555 [2021-06-14 22:01:40,174][root][INFO] - Lr: 1.832e-03 | Epoch: [67][320/372] | Time 0.323 | Data 0.049 | Loss 0.1628 | IoU 0.555 [2021-06-14 22:01:43,356][root][INFO] - Lr: 1.829e-03 | Epoch: [67][330/372] | Time 0.323 | Data 0.049 | Loss 0.1628 | IoU 0.555 [2021-06-14 22:01:46,500][root][INFO] - Lr: 1.825e-03 | Epoch: [67][340/372] | Time 0.323 | Data 0.049 | Loss 0.1627 | IoU 0.555 [2021-06-14 22:01:49,692][root][INFO] - Lr: 1.821e-03 | Epoch: [67][350/372] | Time 0.323 | Data 0.049 | Loss 0.1627 | IoU 0.555 [2021-06-14 22:01:52,829][root][INFO] - Lr: 1.818e-03 | Epoch: [67][360/372] | Time 0.323 | Data 0.049 | Loss 0.1627 | IoU 0.555 [2021-06-14 22:01:55,849][root][INFO] - Lr: 1.814e-03 | Epoch: [67][370/372] | Time 0.322 | Data 0.048 | Loss 0.1627 | IoU 0.555 [2021-06-14 22:01:57,909][root][INFO] - Lr: 1.813e-03 | Epoch: [68][0/372] | Time 1.602 | Data 1.316 | Loss 0.1627 | IoU 0.555 [2021-06-14 22:02:01,252][root][INFO] - Lr: 1.810e-03 | Epoch: [68][10/372] | Time 0.451 | Data 0.174 | Loss 0.1627 | IoU 0.555 [2021-06-14 22:02:04,467][root][INFO] - Lr: 1.806e-03 | Epoch: [68][20/372] | Time 0.389 | Data 0.114 | Loss 0.1626 | IoU 0.555 [2021-06-14 22:02:07,712][root][INFO] - Lr: 1.802e-03 | Epoch: [68][30/372] | Time 0.368 | Data 0.094 | Loss 0.1626 | IoU 0.555 [2021-06-14 22:02:10,951][root][INFO] - Lr: 1.799e-03 | Epoch: [68][40/372] | Time 0.357 | Data 0.083 | Loss 0.1626 | IoU 0.555 [2021-06-14 22:02:14,103][root][INFO] - Lr: 1.795e-03 | Epoch: [68][50/372] | Time 0.349 | Data 0.075 | Loss 0.1626 | IoU 0.555 [2021-06-14 22:02:17,260][root][INFO] - Lr: 1.791e-03 | Epoch: [68][60/372] | Time 0.344 | Data 0.070 | Loss 0.1626 | IoU 0.555 [2021-06-14 22:02:20,439][root][INFO] - Lr: 1.788e-03 | Epoch: [68][70/372] | Time 0.340 | Data 0.066 | Loss 0.1625 | IoU 0.555 [2021-06-14 22:02:23,618][root][INFO] - Lr: 1.784e-03 | Epoch: [68][80/372] | Time 0.337 | Data 0.064 | Loss 0.1625 | IoU 0.555 [2021-06-14 22:02:26,756][root][INFO] - Lr: 1.780e-03 | Epoch: [68][90/372] | Time 0.335 | Data 0.061 | Loss 0.1625 | IoU 0.555 [2021-06-14 22:02:29,924][root][INFO] - Lr: 1.777e-03 | Epoch: [68][100/372] | Time 0.333 | Data 0.060 | Loss 0.1625 | IoU 0.555 [2021-06-14 22:02:33,072][root][INFO] - Lr: 1.773e-03 | Epoch: [68][110/372] | Time 0.331 | Data 0.058 | Loss 0.1624 | IoU 0.555 [2021-06-14 22:02:36,274][root][INFO] - Lr: 1.769e-03 | Epoch: [68][120/372] | Time 0.330 | Data 0.057 | Loss 0.1624 | IoU 0.555 [2021-06-14 22:02:39,462][root][INFO] - Lr: 1.766e-03 | Epoch: [68][130/372] | Time 0.329 | Data 0.057 | Loss 0.1624 | IoU 0.555 [2021-06-14 22:02:42,676][root][INFO] - Lr: 1.762e-03 | Epoch: [68][140/372] | Time 0.329 | Data 0.056 | Loss 0.1624 | IoU 0.555 [2021-06-14 22:02:45,837][root][INFO] - Lr: 1.758e-03 | Epoch: [68][150/372] | Time 0.328 | Data 0.055 | Loss 0.1624 | IoU 0.555 [2021-06-14 22:02:49,128][root][INFO] - Lr: 1.755e-03 | Epoch: [68][160/372] | Time 0.328 | Data 0.055 | Loss 0.1623 | IoU 0.555 [2021-06-14 22:02:52,283][root][INFO] - Lr: 1.751e-03 | Epoch: [68][170/372] | Time 0.327 | Data 0.055 | Loss 0.1623 | IoU 0.555 [2021-06-14 22:02:55,409][root][INFO] - Lr: 1.747e-03 | Epoch: [68][180/372] | Time 0.327 | Data 0.054 | Loss 0.1623 | IoU 0.555 [2021-06-14 22:02:58,597][root][INFO] - Lr: 1.744e-03 | Epoch: [68][190/372] | Time 0.326 | Data 0.054 | Loss 0.1623 | IoU 0.555 [2021-06-14 22:03:01,756][root][INFO] - Lr: 1.740e-03 | Epoch: [68][200/372] | Time 0.326 | Data 0.053 | Loss 0.1623 | IoU 0.555 [2021-06-14 22:03:04,990][root][INFO] - Lr: 1.736e-03 | Epoch: [68][210/372] | Time 0.326 | Data 0.053 | Loss 0.1622 | IoU 0.555 [2021-06-14 22:03:08,176][root][INFO] - Lr: 1.733e-03 | Epoch: [68][220/372] | Time 0.325 | Data 0.052 | Loss 0.1622 | IoU 0.555 [2021-06-14 22:03:11,331][root][INFO] - Lr: 1.729e-03 | Epoch: [68][230/372] | Time 0.325 | Data 0.052 | Loss 0.1622 | IoU 0.555 [2021-06-14 22:03:14,463][root][INFO] - Lr: 1.725e-03 | Epoch: [68][240/372] | Time 0.324 | Data 0.052 | Loss 0.1622 | IoU 0.555 [2021-06-14 22:03:17,685][root][INFO] - Lr: 1.722e-03 | Epoch: [68][250/372] | Time 0.324 | Data 0.051 | Loss 0.1622 | IoU 0.556 [2021-06-14 22:03:21,151][root][INFO] - Lr: 1.718e-03 | Epoch: [68][260/372] | Time 0.325 | Data 0.052 | Loss 0.1621 | IoU 0.556 [2021-06-14 22:03:24,338][root][INFO] - Lr: 1.714e-03 | Epoch: [68][270/372] | Time 0.325 | Data 0.052 | Loss 0.1621 | IoU 0.556 [2021-06-14 22:03:27,517][root][INFO] - Lr: 1.711e-03 | Epoch: [68][280/372] | Time 0.325 | Data 0.052 | Loss 0.1621 | IoU 0.556 [2021-06-14 22:03:30,698][root][INFO] - Lr: 1.707e-03 | Epoch: [68][290/372] | Time 0.324 | Data 0.051 | Loss 0.1621 | IoU 0.556 [2021-06-14 22:03:33,830][root][INFO] - Lr: 1.703e-03 | Epoch: [68][300/372] | Time 0.324 | Data 0.051 | Loss 0.1621 | IoU 0.556 [2021-06-14 22:03:37,057][root][INFO] - Lr: 1.700e-03 | Epoch: [68][310/372] | Time 0.324 | Data 0.051 | Loss 0.1620 | IoU 0.556 [2021-06-14 22:03:40,171][root][INFO] - Lr: 1.696e-03 | Epoch: [68][320/372] | Time 0.324 | Data 0.050 | Loss 0.1620 | IoU 0.556 [2021-06-14 22:03:43,397][root][INFO] - Lr: 1.692e-03 | Epoch: [68][330/372] | Time 0.324 | Data 0.050 | Loss 0.1620 | IoU 0.556 [2021-06-14 22:03:46,613][root][INFO] - Lr: 1.689e-03 | Epoch: [68][340/372] | Time 0.323 | Data 0.050 | Loss 0.1620 | IoU 0.556 [2021-06-14 22:03:49,842][root][INFO] - Lr: 1.685e-03 | Epoch: [68][350/372] | Time 0.323 | Data 0.050 | Loss 0.1619 | IoU 0.556 [2021-06-14 22:03:53,038][root][INFO] - Lr: 1.681e-03 | Epoch: [68][360/372] | Time 0.323 | Data 0.050 | Loss 0.1619 | IoU 0.556 [2021-06-14 22:03:56,118][root][INFO] - Lr: 1.677e-03 | Epoch: [68][370/372] | Time 0.323 | Data 0.050 | Loss 0.1619 | IoU 0.556 [2021-06-14 22:03:58,221][root][INFO] - Lr: 1.677e-03 | Epoch: [69][0/372] | Time 1.607 | Data 1.326 | Loss 0.1619 | IoU 0.556 [2021-06-14 22:04:01,631][root][INFO] - Lr: 1.673e-03 | Epoch: [69][10/372] | Time 0.459 | Data 0.178 | Loss 0.1619 | IoU 0.556 [2021-06-14 22:04:04,852][root][INFO] - Lr: 1.669e-03 | Epoch: [69][20/372] | Time 0.393 | Data 0.115 | Loss 0.1619 | IoU 0.556 [2021-06-14 22:04:08,069][root][INFO] - Lr: 1.666e-03 | Epoch: [69][30/372] | Time 0.370 | Data 0.093 | Loss 0.1618 | IoU 0.556 [2021-06-14 22:04:11,284][root][INFO] - Lr: 1.662e-03 | Epoch: [69][40/372] | Time 0.359 | Data 0.083 | Loss 0.1618 | IoU 0.556 [2021-06-14 22:04:14,504][root][INFO] - Lr: 1.658e-03 | Epoch: [69][50/372] | Time 0.351 | Data 0.075 | Loss 0.1618 | IoU 0.556 [2021-06-14 22:04:17,692][root][INFO] - Lr: 1.655e-03 | Epoch: [69][60/372] | Time 0.346 | Data 0.070 | Loss 0.1618 | IoU 0.556 [2021-06-14 22:04:20,932][root][INFO] - Lr: 1.651e-03 | Epoch: [69][70/372] | Time 0.343 | Data 0.067 | Loss 0.1618 | IoU 0.556 [2021-06-14 22:04:24,132][root][INFO] - Lr: 1.647e-03 | Epoch: [69][80/372] | Time 0.340 | Data 0.065 | Loss 0.1617 | IoU 0.556 [2021-06-14 22:04:27,279][root][INFO] - Lr: 1.643e-03 | Epoch: [69][90/372] | Time 0.337 | Data 0.062 | Loss 0.1617 | IoU 0.556 [2021-06-14 22:04:30,468][root][INFO] - Lr: 1.640e-03 | Epoch: [69][100/372] | Time 0.335 | Data 0.061 | Loss 0.1617 | IoU 0.556 [2021-06-14 22:04:33,689][root][INFO] - Lr: 1.636e-03 | Epoch: [69][110/372] | Time 0.334 | Data 0.059 | Loss 0.1617 | IoU 0.556 [2021-06-14 22:04:36,858][root][INFO] - Lr: 1.632e-03 | Epoch: [69][120/372] | Time 0.333 | Data 0.058 | Loss 0.1617 | IoU 0.556 [2021-06-14 22:04:40,063][root][INFO] - Lr: 1.629e-03 | Epoch: [69][130/372] | Time 0.332 | Data 0.057 | Loss 0.1616 | IoU 0.556 [2021-06-14 22:04:43,276][root][INFO] - Lr: 1.625e-03 | Epoch: [69][140/372] | Time 0.331 | Data 0.056 | Loss 0.1616 | IoU 0.556 [2021-06-14 22:04:46,450][root][INFO] - Lr: 1.621e-03 | Epoch: [69][150/372] | Time 0.330 | Data 0.056 | Loss 0.1616 | IoU 0.556 [2021-06-14 22:04:49,635][root][INFO] - Lr: 1.618e-03 | Epoch: [69][160/372] | Time 0.329 | Data 0.055 | Loss 0.1616 | IoU 0.556 [2021-06-14 22:04:52,779][root][INFO] - Lr: 1.614e-03 | Epoch: [69][170/372] | Time 0.329 | Data 0.054 | Loss 0.1615 | IoU 0.556 [2021-06-14 22:04:56,002][root][INFO] - Lr: 1.610e-03 | Epoch: [69][180/372] | Time 0.328 | Data 0.054 | Loss 0.1615 | IoU 0.556 [2021-06-14 22:04:59,171][root][INFO] - Lr: 1.606e-03 | Epoch: [69][190/372] | Time 0.328 | Data 0.053 | Loss 0.1615 | IoU 0.556 [2021-06-14 22:05:02,326][root][INFO] - Lr: 1.603e-03 | Epoch: [69][200/372] | Time 0.327 | Data 0.053 | Loss 0.1615 | IoU 0.556 [2021-06-14 22:05:05,480][root][INFO] - Lr: 1.599e-03 | Epoch: [69][210/372] | Time 0.327 | Data 0.052 | Loss 0.1615 | IoU 0.557 [2021-06-14 22:05:08,672][root][INFO] - Lr: 1.595e-03 | Epoch: [69][220/372] | Time 0.326 | Data 0.052 | Loss 0.1614 | IoU 0.557 [2021-06-14 22:05:11,906][root][INFO] - Lr: 1.592e-03 | Epoch: [69][230/372] | Time 0.326 | Data 0.052 | Loss 0.1614 | IoU 0.557 [2021-06-14 22:05:15,085][root][INFO] - Lr: 1.588e-03 | Epoch: [69][240/372] | Time 0.326 | Data 0.052 | Loss 0.1614 | IoU 0.557 [2021-06-14 22:05:18,313][root][INFO] - Lr: 1.584e-03 | Epoch: [69][250/372] | Time 0.325 | Data 0.052 | Loss 0.1614 | IoU 0.557 [2021-06-14 22:05:21,554][root][INFO] - Lr: 1.581e-03 | Epoch: [69][260/372] | Time 0.326 | Data 0.052 | Loss 0.1614 | IoU 0.557 [2021-06-14 22:05:24,747][root][INFO] - Lr: 1.577e-03 | Epoch: [69][270/372] | Time 0.325 | Data 0.051 | Loss 0.1613 | IoU 0.557 [2021-06-14 22:05:27,994][root][INFO] - Lr: 1.573e-03 | Epoch: [69][280/372] | Time 0.325 | Data 0.051 | Loss 0.1613 | IoU 0.557 [2021-06-14 22:05:31,126][root][INFO] - Lr: 1.569e-03 | Epoch: [69][290/372] | Time 0.325 | Data 0.051 | Loss 0.1613 | IoU 0.557 [2021-06-14 22:05:34,320][root][INFO] - Lr: 1.566e-03 | Epoch: [69][300/372] | Time 0.325 | Data 0.051 | Loss 0.1613 | IoU 0.557 [2021-06-14 22:05:37,528][root][INFO] - Lr: 1.562e-03 | Epoch: [69][310/372] | Time 0.325 | Data 0.051 | Loss 0.1613 | IoU 0.557 [2021-06-14 22:05:40,733][root][INFO] - Lr: 1.558e-03 | Epoch: [69][320/372] | Time 0.324 | Data 0.050 | Loss 0.1612 | IoU 0.557 [2021-06-14 22:05:43,863][root][INFO] - Lr: 1.555e-03 | Epoch: [69][330/372] | Time 0.324 | Data 0.050 | Loss 0.1612 | IoU 0.557 [2021-06-14 22:05:47,017][root][INFO] - Lr: 1.551e-03 | Epoch: [69][340/372] | Time 0.324 | Data 0.050 | Loss 0.1612 | IoU 0.557 [2021-06-14 22:05:50,315][root][INFO] - Lr: 1.547e-03 | Epoch: [69][350/372] | Time 0.324 | Data 0.050 | Loss 0.1612 | IoU 0.557 [2021-06-14 22:05:53,463][root][INFO] - Lr: 1.543e-03 | Epoch: [69][360/372] | Time 0.324 | Data 0.050 | Loss 0.1612 | IoU 0.557 [2021-06-14 22:05:56,520][root][INFO] - Lr: 1.540e-03 | Epoch: [69][370/372] | Time 0.323 | Data 0.049 | Loss 0.1611 | IoU 0.557 [2021-06-14 22:05:58,420][root][INFO] - Lr: 1.539e-03 | Epoch: [70][0/372] | Time 1.399 | Data 1.105 | Loss 0.1611 | IoU 0.557 [2021-06-14 22:06:01,923][root][INFO] - Lr: 1.535e-03 | Epoch: [70][10/372] | Time 0.449 | Data 0.170 | Loss 0.1611 | IoU 0.557 [2021-06-14 22:06:05,114][root][INFO] - Lr: 1.531e-03 | Epoch: [70][20/372] | Time 0.387 | Data 0.112 | Loss 0.1611 | IoU 0.557 [2021-06-14 22:06:08,335][root][INFO] - Lr: 1.528e-03 | Epoch: [70][30/372] | Time 0.366 | Data 0.092 | Loss 0.1611 | IoU 0.557 [2021-06-14 22:06:11,482][root][INFO] - Lr: 1.524e-03 | Epoch: [70][40/372] | Time 0.354 | Data 0.080 | Loss 0.1611 | IoU 0.557 [2021-06-14 22:06:14,624][root][INFO] - Lr: 1.520e-03 | Epoch: [70][50/372] | Time 0.346 | Data 0.072 | Loss 0.1610 | IoU 0.557 [2021-06-14 22:06:17,821][root][INFO] - Lr: 1.517e-03 | Epoch: [70][60/372] | Time 0.342 | Data 0.068 | Loss 0.1610 | IoU 0.557 [2021-06-14 22:06:21,058][root][INFO] - Lr: 1.513e-03 | Epoch: [70][70/372] | Time 0.339 | Data 0.065 | Loss 0.1610 | IoU 0.557 [2021-06-14 22:06:24,219][root][INFO] - Lr: 1.509e-03 | Epoch: [70][80/372] | Time 0.336 | Data 0.063 | Loss 0.1610 | IoU 0.557 [2021-06-14 22:06:27,420][root][INFO] - Lr: 1.505e-03 | Epoch: [70][90/372] | Time 0.335 | Data 0.061 | Loss 0.1610 | IoU 0.557 [2021-06-14 22:06:30,586][root][INFO] - Lr: 1.502e-03 | Epoch: [70][100/372] | Time 0.333 | Data 0.059 | Loss 0.1609 | IoU 0.557 [2021-06-14 22:06:33,807][root][INFO] - Lr: 1.498e-03 | Epoch: [70][110/372] | Time 0.332 | Data 0.058 | Loss 0.1609 | IoU 0.557 [2021-06-14 22:06:36,991][root][INFO] - Lr: 1.494e-03 | Epoch: [70][120/372] | Time 0.331 | Data 0.057 | Loss 0.1609 | IoU 0.557 [2021-06-14 22:06:40,205][root][INFO] - Lr: 1.490e-03 | Epoch: [70][130/372] | Time 0.330 | Data 0.056 | Loss 0.1609 | IoU 0.557 [2021-06-14 22:06:43,368][root][INFO] - Lr: 1.487e-03 | Epoch: [70][140/372] | Time 0.329 | Data 0.055 | Loss 0.1609 | IoU 0.557 [2021-06-14 22:06:46,602][root][INFO] - Lr: 1.483e-03 | Epoch: [70][150/372] | Time 0.329 | Data 0.055 | Loss 0.1608 | IoU 0.557 [2021-06-14 22:06:49,784][root][INFO] - Lr: 1.479e-03 | Epoch: [70][160/372] | Time 0.328 | Data 0.054 | Loss 0.1608 | IoU 0.557 [2021-06-14 22:06:52,995][root][INFO] - Lr: 1.475e-03 | Epoch: [70][170/372] | Time 0.328 | Data 0.054 | Loss 0.1608 | IoU 0.557 [2021-06-14 22:06:56,117][root][INFO] - Lr: 1.472e-03 | Epoch: [70][180/372] | Time 0.327 | Data 0.053 | Loss 0.1608 | IoU 0.558 [2021-06-14 22:06:59,222][root][INFO] - Lr: 1.468e-03 | Epoch: [70][190/372] | Time 0.326 | Data 0.052 | Loss 0.1608 | IoU 0.558 [2021-06-14 22:07:02,444][root][INFO] - Lr: 1.464e-03 | Epoch: [70][200/372] | Time 0.326 | Data 0.052 | Loss 0.1607 | IoU 0.558 [2021-06-14 22:07:05,615][root][INFO] - Lr: 1.460e-03 | Epoch: [70][210/372] | Time 0.325 | Data 0.051 | Loss 0.1607 | IoU 0.558 [2021-06-14 22:07:08,827][root][INFO] - Lr: 1.457e-03 | Epoch: [70][220/372] | Time 0.325 | Data 0.051 | Loss 0.1607 | IoU 0.558 [2021-06-14 22:07:12,037][root][INFO] - Lr: 1.453e-03 | Epoch: [70][230/372] | Time 0.325 | Data 0.051 | Loss 0.1607 | IoU 0.558 [2021-06-14 22:07:15,271][root][INFO] - Lr: 1.449e-03 | Epoch: [70][240/372] | Time 0.325 | Data 0.051 | Loss 0.1607 | IoU 0.558 [2021-06-14 22:07:18,482][root][INFO] - Lr: 1.445e-03 | Epoch: [70][250/372] | Time 0.325 | Data 0.051 | Loss 0.1606 | IoU 0.558 [2021-06-14 22:07:21,641][root][INFO] - Lr: 1.442e-03 | Epoch: [70][260/372] | Time 0.324 | Data 0.051 | Loss 0.1606 | IoU 0.558 [2021-06-14 22:07:24,807][root][INFO] - Lr: 1.438e-03 | Epoch: [70][270/372] | Time 0.324 | Data 0.050 | Loss 0.1606 | IoU 0.558 [2021-06-14 22:07:27,992][root][INFO] - Lr: 1.434e-03 | Epoch: [70][280/372] | Time 0.324 | Data 0.050 | Loss 0.1606 | IoU 0.558 [2021-06-14 22:07:31,184][root][INFO] - Lr: 1.430e-03 | Epoch: [70][290/372] | Time 0.324 | Data 0.050 | Loss 0.1606 | IoU 0.558 [2021-06-14 22:07:34,364][root][INFO] - Lr: 1.427e-03 | Epoch: [70][300/372] | Time 0.323 | Data 0.050 | Loss 0.1605 | IoU 0.558 [2021-06-14 22:07:37,534][root][INFO] - Lr: 1.423e-03 | Epoch: [70][310/372] | Time 0.323 | Data 0.050 | Loss 0.1605 | IoU 0.558 [2021-06-14 22:07:40,736][root][INFO] - Lr: 1.419e-03 | Epoch: [70][320/372] | Time 0.323 | Data 0.050 | Loss 0.1605 | IoU 0.558 [2021-06-14 22:07:43,922][root][INFO] - Lr: 1.415e-03 | Epoch: [70][330/372] | Time 0.323 | Data 0.050 | Loss 0.1605 | IoU 0.558 [2021-06-14 22:07:47,050][root][INFO] - Lr: 1.412e-03 | Epoch: [70][340/372] | Time 0.323 | Data 0.049 | Loss 0.1605 | IoU 0.558 [2021-06-14 22:07:50,235][root][INFO] - Lr: 1.408e-03 | Epoch: [70][350/372] | Time 0.323 | Data 0.049 | Loss 0.1604 | IoU 0.558 [2021-06-14 22:07:53,433][root][INFO] - Lr: 1.404e-03 | Epoch: [70][360/372] | Time 0.323 | Data 0.049 | Loss 0.1604 | IoU 0.558 [2021-06-14 22:07:56,538][root][INFO] - Lr: 1.400e-03 | Epoch: [70][370/372] | Time 0.322 | Data 0.049 | Loss 0.1604 | IoU 0.558 [2021-06-14 22:07:57,362][root][INFO] - 0/500 [2021-06-14 22:07:57,454][root][INFO] - 1/500 [2021-06-14 22:07:57,530][root][INFO] - 2/500 [2021-06-14 22:07:57,603][root][INFO] - 3/500 [2021-06-14 22:07:57,687][root][INFO] - 4/500 [2021-06-14 22:07:57,732][root][INFO] - 5/500 [2021-06-14 22:07:57,812][root][INFO] - 6/500 [2021-06-14 22:07:57,881][root][INFO] - 7/500 [2021-06-14 22:07:57,954][root][INFO] - 8/500 [2021-06-14 22:07:58,035][root][INFO] - 9/500 [2021-06-14 22:07:58,114][root][INFO] - 10/500 [2021-06-14 22:07:58,163][root][INFO] - 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498/500 [2021-06-14 22:08:31,834][root][INFO] - 499/500 [2021-06-14 22:08:31,979][root][INFO] - Validation set: Time avg per batch 0.070 Loss avg 0.2979 IoU avg 0.549 [2021-06-14 22:08:33,621][root][INFO] - Lr: 1.400e-03 | Epoch: [71][0/372] | Time 1.579 | Data 1.295 | Loss 0.1604 | IoU 0.558 [2021-06-14 22:08:36,977][root][INFO] - Lr: 1.396e-03 | Epoch: [71][10/372] | Time 0.449 | Data 0.170 | Loss 0.1604 | IoU 0.558 [2021-06-14 22:08:40,195][root][INFO] - Lr: 1.392e-03 | Epoch: [71][20/372] | Time 0.389 | Data 0.113 | Loss 0.1604 | IoU 0.558 [2021-06-14 22:08:43,356][root][INFO] - Lr: 1.388e-03 | Epoch: [71][30/372] | Time 0.365 | Data 0.091 | Loss 0.1603 | IoU 0.558 [2021-06-14 22:08:46,486][root][INFO] - Lr: 1.385e-03 | Epoch: [71][40/372] | Time 0.353 | Data 0.079 | Loss 0.1603 | IoU 0.558 [2021-06-14 22:08:49,648][root][INFO] - Lr: 1.381e-03 | Epoch: [71][50/372] | Time 0.346 | Data 0.072 | Loss 0.1603 | IoU 0.558 [2021-06-14 22:08:52,868][root][INFO] - Lr: 1.377e-03 | Epoch: [71][60/372] | Time 0.342 | Data 0.068 | Loss 0.1603 | IoU 0.558 [2021-06-14 22:08:56,012][root][INFO] - Lr: 1.373e-03 | Epoch: [71][70/372] | Time 0.338 | Data 0.065 | Loss 0.1603 | IoU 0.558 [2021-06-14 22:08:59,196][root][INFO] - Lr: 1.370e-03 | Epoch: [71][80/372] | Time 0.335 | Data 0.062 | Loss 0.1602 | IoU 0.558 [2021-06-14 22:09:02,256][root][INFO] - Lr: 1.366e-03 | Epoch: [71][90/372] | Time 0.332 | Data 0.059 | Loss 0.1602 | IoU 0.558 [2021-06-14 22:09:05,456][root][INFO] - Lr: 1.362e-03 | Epoch: [71][100/372] | Time 0.331 | Data 0.058 | Loss 0.1602 | IoU 0.558 [2021-06-14 22:09:08,607][root][INFO] - Lr: 1.358e-03 | Epoch: [71][110/372] | Time 0.330 | Data 0.057 | Loss 0.1602 | IoU 0.558 [2021-06-14 22:09:11,846][root][INFO] - Lr: 1.354e-03 | Epoch: [71][120/372] | Time 0.329 | Data 0.056 | Loss 0.1602 | IoU 0.558 [2021-06-14 22:09:15,042][root][INFO] - Lr: 1.351e-03 | Epoch: [71][130/372] | Time 0.328 | Data 0.056 | Loss 0.1601 | IoU 0.558 [2021-06-14 22:09:18,234][root][INFO] - Lr: 1.347e-03 | Epoch: [71][140/372] | Time 0.328 | Data 0.055 | Loss 0.1601 | IoU 0.559 [2021-06-14 22:09:21,410][root][INFO] - Lr: 1.343e-03 | Epoch: [71][150/372] | Time 0.327 | Data 0.055 | Loss 0.1601 | IoU 0.559 [2021-06-14 22:09:24,607][root][INFO] - Lr: 1.339e-03 | Epoch: [71][160/372] | Time 0.327 | Data 0.054 | Loss 0.1601 | IoU 0.559 [2021-06-14 22:09:27,798][root][INFO] - Lr: 1.336e-03 | Epoch: [71][170/372] | Time 0.326 | Data 0.053 | Loss 0.1601 | IoU 0.559 [2021-06-14 22:09:30,957][root][INFO] - Lr: 1.332e-03 | Epoch: [71][180/372] | Time 0.325 | Data 0.053 | Loss 0.1600 | IoU 0.559 [2021-06-14 22:09:34,170][root][INFO] - Lr: 1.328e-03 | Epoch: [71][190/372] | Time 0.325 | Data 0.053 | Loss 0.1600 | IoU 0.559 [2021-06-14 22:09:37,340][root][INFO] - Lr: 1.324e-03 | Epoch: [71][200/372] | Time 0.325 | Data 0.052 | Loss 0.1600 | IoU 0.559 [2021-06-14 22:09:40,575][root][INFO] - Lr: 1.320e-03 | Epoch: [71][210/372] | Time 0.325 | Data 0.052 | Loss 0.1600 | IoU 0.559 [2021-06-14 22:09:43,771][root][INFO] - Lr: 1.317e-03 | Epoch: [71][220/372] | Time 0.325 | Data 0.052 | Loss 0.1600 | IoU 0.559 [2021-06-14 22:09:46,913][root][INFO] - Lr: 1.313e-03 | Epoch: [71][230/372] | Time 0.324 | Data 0.051 | Loss 0.1600 | IoU 0.559 [2021-06-14 22:09:50,081][root][INFO] - Lr: 1.309e-03 | Epoch: [71][240/372] | Time 0.324 | Data 0.051 | Loss 0.1599 | IoU 0.559 [2021-06-14 22:09:53,316][root][INFO] - Lr: 1.305e-03 | Epoch: [71][250/372] | Time 0.324 | Data 0.051 | Loss 0.1599 | IoU 0.559 [2021-06-14 22:09:56,511][root][INFO] - Lr: 1.301e-03 | Epoch: [71][260/372] | Time 0.324 | Data 0.051 | Loss 0.1599 | IoU 0.559 [2021-06-14 22:09:59,708][root][INFO] - Lr: 1.298e-03 | Epoch: [71][270/372] | Time 0.324 | Data 0.051 | Loss 0.1599 | IoU 0.559 [2021-06-14 22:10:02,968][root][INFO] - Lr: 1.294e-03 | Epoch: [71][280/372] | Time 0.324 | Data 0.051 | Loss 0.1599 | IoU 0.559 [2021-06-14 22:10:06,116][root][INFO] - Lr: 1.290e-03 | Epoch: [71][290/372] | Time 0.323 | Data 0.050 | Loss 0.1598 | IoU 0.559 [2021-06-14 22:10:09,305][root][INFO] - Lr: 1.286e-03 | Epoch: [71][300/372] | Time 0.323 | Data 0.050 | Loss 0.1598 | IoU 0.559 [2021-06-14 22:10:12,541][root][INFO] - Lr: 1.282e-03 | Epoch: [71][310/372] | Time 0.323 | Data 0.050 | Loss 0.1598 | IoU 0.559 [2021-06-14 22:10:15,742][root][INFO] - Lr: 1.279e-03 | Epoch: [71][320/372] | Time 0.323 | Data 0.050 | Loss 0.1598 | IoU 0.559 [2021-06-14 22:10:18,916][root][INFO] - Lr: 1.275e-03 | Epoch: [71][330/372] | Time 0.323 | Data 0.050 | Loss 0.1598 | IoU 0.559 [2021-06-14 22:10:22,034][root][INFO] - Lr: 1.271e-03 | Epoch: [71][340/372] | Time 0.323 | Data 0.050 | Loss 0.1597 | IoU 0.559 [2021-06-14 22:10:25,209][root][INFO] - Lr: 1.267e-03 | Epoch: [71][350/372] | Time 0.322 | Data 0.050 | Loss 0.1597 | IoU 0.559 [2021-06-14 22:10:28,405][root][INFO] - Lr: 1.263e-03 | Epoch: [71][360/372] | Time 0.322 | Data 0.050 | Loss 0.1597 | IoU 0.559 [2021-06-14 22:10:31,465][root][INFO] - Lr: 1.260e-03 | Epoch: [71][370/372] | Time 0.322 | Data 0.049 | Loss 0.1597 | IoU 0.559 [2021-06-14 22:10:33,484][root][INFO] - Lr: 1.259e-03 | Epoch: [72][0/372] | Time 1.551 | Data 1.246 | Loss 0.1597 | IoU 0.559 [2021-06-14 22:10:36,852][root][INFO] - Lr: 1.255e-03 | Epoch: [72][10/372] | Time 0.446 | Data 0.164 | Loss 0.1597 | IoU 0.559 [2021-06-14 22:10:40,072][root][INFO] - Lr: 1.251e-03 | Epoch: [72][20/372] | Time 0.387 | Data 0.109 | Loss 0.1596 | IoU 0.559 [2021-06-14 22:10:43,255][root][INFO] - Lr: 1.247e-03 | Epoch: [72][30/372] | Time 0.365 | Data 0.088 | Loss 0.1596 | IoU 0.559 [2021-06-14 22:10:46,416][root][INFO] - Lr: 1.244e-03 | Epoch: [72][40/372] | Time 0.353 | Data 0.078 | Loss 0.1596 | IoU 0.559 [2021-06-14 22:10:49,674][root][INFO] - Lr: 1.240e-03 | Epoch: [72][50/372] | Time 0.348 | Data 0.072 | Loss 0.1596 | IoU 0.559 [2021-06-14 22:10:52,917][root][INFO] - Lr: 1.236e-03 | Epoch: [72][60/372] | Time 0.344 | Data 0.068 | Loss 0.1596 | IoU 0.559 [2021-06-14 22:10:56,124][root][INFO] - Lr: 1.232e-03 | Epoch: [72][70/372] | Time 0.340 | Data 0.065 | Loss 0.1595 | IoU 0.559 [2021-06-14 22:10:59,337][root][INFO] - Lr: 1.228e-03 | Epoch: [72][80/372] | Time 0.338 | Data 0.063 | Loss 0.1595 | IoU 0.559 [2021-06-14 22:11:02,522][root][INFO] - Lr: 1.225e-03 | Epoch: [72][90/372] | Time 0.336 | Data 0.061 | Loss 0.1595 | IoU 0.559 [2021-06-14 22:11:05,756][root][INFO] - Lr: 1.221e-03 | Epoch: [72][100/372] | Time 0.335 | Data 0.060 | Loss 0.1595 | IoU 0.559 [2021-06-14 22:11:08,976][root][INFO] - Lr: 1.217e-03 | Epoch: [72][110/372] | Time 0.334 | Data 0.059 | Loss 0.1595 | IoU 0.560 [2021-06-14 22:11:12,157][root][INFO] - Lr: 1.213e-03 | Epoch: [72][120/372] | Time 0.332 | Data 0.058 | Loss 0.1594 | IoU 0.560 [2021-06-14 22:11:15,365][root][INFO] - Lr: 1.209e-03 | Epoch: [72][130/372] | Time 0.331 | Data 0.057 | Loss 0.1594 | IoU 0.560 [2021-06-14 22:11:18,552][root][INFO] - Lr: 1.205e-03 | Epoch: [72][140/372] | Time 0.330 | Data 0.056 | Loss 0.1594 | IoU 0.560 [2021-06-14 22:11:21,748][root][INFO] - Lr: 1.202e-03 | Epoch: [72][150/372] | Time 0.330 | Data 0.055 | Loss 0.1594 | IoU 0.560 [2021-06-14 22:11:24,955][root][INFO] - Lr: 1.198e-03 | Epoch: [72][160/372] | Time 0.329 | Data 0.055 | Loss 0.1594 | IoU 0.560 [2021-06-14 22:11:28,147][root][INFO] - Lr: 1.194e-03 | Epoch: [72][170/372] | Time 0.329 | Data 0.054 | Loss 0.1593 | IoU 0.560 [2021-06-14 22:11:31,334][root][INFO] - Lr: 1.190e-03 | Epoch: [72][180/372] | Time 0.328 | Data 0.054 | Loss 0.1593 | IoU 0.560 [2021-06-14 22:11:34,496][root][INFO] - Lr: 1.186e-03 | Epoch: [72][190/372] | Time 0.327 | Data 0.053 | Loss 0.1593 | IoU 0.560 [2021-06-14 22:11:37,728][root][INFO] - Lr: 1.182e-03 | Epoch: [72][200/372] | Time 0.327 | Data 0.053 | Loss 0.1593 | IoU 0.560 [2021-06-14 22:11:40,936][root][INFO] - Lr: 1.179e-03 | Epoch: [72][210/372] | Time 0.327 | Data 0.053 | Loss 0.1593 | IoU 0.560 [2021-06-14 22:11:44,107][root][INFO] - Lr: 1.175e-03 | Epoch: [72][220/372] | Time 0.327 | Data 0.053 | Loss 0.1593 | IoU 0.560 [2021-06-14 22:11:47,330][root][INFO] - Lr: 1.171e-03 | Epoch: [72][230/372] | Time 0.326 | Data 0.052 | Loss 0.1592 | IoU 0.560 [2021-06-14 22:11:50,513][root][INFO] - Lr: 1.167e-03 | Epoch: [72][240/372] | Time 0.326 | Data 0.052 | Loss 0.1592 | IoU 0.560 [2021-06-14 22:11:53,783][root][INFO] - Lr: 1.163e-03 | Epoch: [72][250/372] | Time 0.326 | Data 0.052 | Loss 0.1592 | IoU 0.560 [2021-06-14 22:11:56,957][root][INFO] - Lr: 1.159e-03 | Epoch: [72][260/372] | Time 0.326 | Data 0.052 | Loss 0.1592 | IoU 0.560 [2021-06-14 22:12:00,164][root][INFO] - Lr: 1.156e-03 | Epoch: [72][270/372] | Time 0.326 | Data 0.052 | Loss 0.1592 | IoU 0.560 [2021-06-14 22:12:03,357][root][INFO] - Lr: 1.152e-03 | Epoch: [72][280/372] | Time 0.325 | Data 0.051 | Loss 0.1591 | IoU 0.560 [2021-06-14 22:12:06,561][root][INFO] - Lr: 1.148e-03 | Epoch: [72][290/372] | Time 0.325 | Data 0.051 | Loss 0.1591 | IoU 0.560 [2021-06-14 22:12:09,798][root][INFO] - Lr: 1.144e-03 | Epoch: [72][300/372] | Time 0.325 | Data 0.051 | Loss 0.1591 | IoU 0.560 [2021-06-14 22:12:12,985][root][INFO] - Lr: 1.140e-03 | Epoch: [72][310/372] | Time 0.325 | Data 0.051 | Loss 0.1591 | IoU 0.560 [2021-06-14 22:12:16,134][root][INFO] - Lr: 1.136e-03 | Epoch: [72][320/372] | Time 0.325 | Data 0.051 | Loss 0.1591 | IoU 0.560 [2021-06-14 22:12:19,282][root][INFO] - Lr: 1.133e-03 | Epoch: [72][330/372] | Time 0.324 | Data 0.050 | Loss 0.1590 | IoU 0.560 [2021-06-14 22:12:22,425][root][INFO] - Lr: 1.129e-03 | Epoch: [72][340/372] | Time 0.324 | Data 0.050 | Loss 0.1590 | IoU 0.560 [2021-06-14 22:12:25,659][root][INFO] - Lr: 1.125e-03 | Epoch: [72][350/372] | Time 0.324 | Data 0.050 | Loss 0.1590 | IoU 0.560 [2021-06-14 22:12:28,882][root][INFO] - Lr: 1.121e-03 | Epoch: [72][360/372] | Time 0.324 | Data 0.050 | Loss 0.1590 | IoU 0.560 [2021-06-14 22:12:31,981][root][INFO] - Lr: 1.117e-03 | Epoch: [72][370/372] | Time 0.324 | Data 0.050 | Loss 0.1590 | IoU 0.560 [2021-06-14 22:12:33,698][root][INFO] - Lr: 1.116e-03 | Epoch: [73][0/372] | Time 1.250 | Data 0.971 | Loss 0.1590 | IoU 0.560 [2021-06-14 22:12:37,163][root][INFO] - Lr: 1.112e-03 | Epoch: [73][10/372] | Time 0.427 | Data 0.152 | Loss 0.1589 | IoU 0.560 [2021-06-14 22:12:40,486][root][INFO] - Lr: 1.109e-03 | Epoch: [73][20/372] | Time 0.383 | Data 0.107 | Loss 0.1589 | IoU 0.560 [2021-06-14 22:12:43,624][root][INFO] - Lr: 1.105e-03 | Epoch: [73][30/372] | Time 0.361 | Data 0.087 | Loss 0.1589 | IoU 0.560 [2021-06-14 22:12:46,803][root][INFO] - Lr: 1.101e-03 | Epoch: [73][40/372] | Time 0.350 | Data 0.076 | Loss 0.1589 | IoU 0.560 [2021-06-14 22:12:50,011][root][INFO] - Lr: 1.097e-03 | Epoch: [73][50/372] | Time 0.345 | Data 0.071 | Loss 0.1589 | IoU 0.560 [2021-06-14 22:12:53,247][root][INFO] - Lr: 1.093e-03 | Epoch: [73][60/372] | Time 0.341 | Data 0.067 | Loss 0.1588 | IoU 0.560 [2021-06-14 22:12:56,425][root][INFO] - Lr: 1.089e-03 | Epoch: [73][70/372] | Time 0.338 | Data 0.064 | Loss 0.1588 | IoU 0.560 [2021-06-14 22:12:59,644][root][INFO] - Lr: 1.085e-03 | Epoch: [73][80/372] | Time 0.336 | Data 0.062 | Loss 0.1588 | IoU 0.560 [2021-06-14 22:13:02,826][root][INFO] - Lr: 1.082e-03 | Epoch: [73][90/372] | Time 0.334 | Data 0.061 | Loss 0.1588 | IoU 0.561 [2021-06-14 22:13:06,064][root][INFO] - Lr: 1.078e-03 | Epoch: [73][100/372] | Time 0.333 | Data 0.059 | Loss 0.1588 | IoU 0.561 [2021-06-14 22:13:09,292][root][INFO] - Lr: 1.074e-03 | Epoch: [73][110/372] | Time 0.332 | Data 0.058 | Loss 0.1588 | IoU 0.561 [2021-06-14 22:13:12,468][root][INFO] - Lr: 1.070e-03 | Epoch: [73][120/372] | Time 0.331 | Data 0.057 | Loss 0.1587 | IoU 0.561 [2021-06-14 22:13:15,690][root][INFO] - Lr: 1.066e-03 | Epoch: [73][130/372] | Time 0.330 | Data 0.056 | Loss 0.1587 | IoU 0.561 [2021-06-14 22:13:18,866][root][INFO] - Lr: 1.062e-03 | Epoch: [73][140/372] | Time 0.329 | Data 0.055 | Loss 0.1587 | IoU 0.561 [2021-06-14 22:13:22,000][root][INFO] - Lr: 1.058e-03 | Epoch: [73][150/372] | Time 0.328 | Data 0.055 | Loss 0.1587 | IoU 0.561 [2021-06-14 22:13:25,224][root][INFO] - Lr: 1.054e-03 | Epoch: [73][160/372] | Time 0.328 | Data 0.054 | Loss 0.1587 | IoU 0.561 [2021-06-14 22:13:28,414][root][INFO] - Lr: 1.051e-03 | Epoch: [73][170/372] | Time 0.327 | Data 0.053 | Loss 0.1586 | IoU 0.561 [2021-06-14 22:13:31,595][root][INFO] - Lr: 1.047e-03 | Epoch: [73][180/372] | Time 0.327 | Data 0.053 | Loss 0.1586 | IoU 0.561 [2021-06-14 22:13:34,792][root][INFO] - Lr: 1.043e-03 | Epoch: [73][190/372] | Time 0.326 | Data 0.053 | Loss 0.1586 | IoU 0.561 [2021-06-14 22:13:37,950][root][INFO] - Lr: 1.039e-03 | Epoch: [73][200/372] | Time 0.326 | Data 0.052 | Loss 0.1586 | IoU 0.561 [2021-06-14 22:13:41,238][root][INFO] - Lr: 1.035e-03 | Epoch: [73][210/372] | Time 0.326 | Data 0.052 | Loss 0.1586 | IoU 0.561 [2021-06-14 22:13:44,386][root][INFO] - Lr: 1.031e-03 | Epoch: [73][220/372] | Time 0.326 | Data 0.052 | Loss 0.1586 | IoU 0.561 [2021-06-14 22:13:47,588][root][INFO] - Lr: 1.027e-03 | Epoch: [73][230/372] | Time 0.325 | Data 0.051 | Loss 0.1585 | IoU 0.561 [2021-06-14 22:13:50,792][root][INFO] - Lr: 1.023e-03 | Epoch: [73][240/372] | Time 0.325 | Data 0.051 | Loss 0.1585 | IoU 0.561 [2021-06-14 22:13:54,012][root][INFO] - Lr: 1.019e-03 | Epoch: [73][250/372] | Time 0.325 | Data 0.051 | Loss 0.1585 | IoU 0.561 [2021-06-14 22:13:57,166][root][INFO] - Lr: 1.015e-03 | Epoch: [73][260/372] | Time 0.325 | Data 0.051 | Loss 0.1585 | IoU 0.561 [2021-06-14 22:14:00,365][root][INFO] - Lr: 1.012e-03 | Epoch: [73][270/372] | Time 0.324 | Data 0.051 | Loss 0.1585 | IoU 0.561 [2021-06-14 22:14:03,565][root][INFO] - Lr: 1.008e-03 | Epoch: [73][280/372] | Time 0.324 | Data 0.050 | Loss 0.1584 | IoU 0.561 [2021-06-14 22:14:06,798][root][INFO] - Lr: 1.004e-03 | Epoch: [73][290/372] | Time 0.324 | Data 0.051 | Loss 0.1584 | IoU 0.561 [2021-06-14 22:14:09,973][root][INFO] - Lr: 9.999e-04 | Epoch: [73][300/372] | Time 0.324 | Data 0.051 | Loss 0.1584 | IoU 0.561 [2021-06-14 22:14:13,211][root][INFO] - Lr: 9.960e-04 | Epoch: [73][310/372] | Time 0.324 | Data 0.050 | Loss 0.1584 | IoU 0.561 [2021-06-14 22:14:16,349][root][INFO] - Lr: 9.921e-04 | Epoch: [73][320/372] | Time 0.324 | Data 0.050 | Loss 0.1584 | IoU 0.561 [2021-06-14 22:14:19,537][root][INFO] - Lr: 9.882e-04 | Epoch: [73][330/372] | Time 0.324 | Data 0.050 | Loss 0.1583 | IoU 0.561 [2021-06-14 22:14:22,695][root][INFO] - Lr: 9.843e-04 | Epoch: [73][340/372] | Time 0.323 | Data 0.050 | Loss 0.1583 | IoU 0.561 [2021-06-14 22:14:25,713][root][INFO] - Lr: 9.803e-04 | Epoch: [73][350/372] | Time 0.323 | Data 0.049 | Loss 0.1583 | IoU 0.561 [2021-06-14 22:14:28,873][root][INFO] - Lr: 9.764e-04 | Epoch: [73][360/372] | Time 0.323 | Data 0.049 | Loss 0.1583 | IoU 0.561 [2021-06-14 22:14:31,978][root][INFO] - Lr: 9.725e-04 | Epoch: [73][370/372] | Time 0.322 | Data 0.049 | Loss 0.1583 | IoU 0.561 [2021-06-14 22:14:33,993][root][INFO] - Lr: 9.717e-04 | Epoch: [74][0/372] | Time 1.547 | Data 1.235 | Loss 0.1583 | IoU 0.561 [2021-06-14 22:14:37,353][root][INFO] - Lr: 9.678e-04 | Epoch: [74][10/372] | Time 0.447 | Data 0.164 | Loss 0.1583 | IoU 0.561 [2021-06-14 22:14:40,551][root][INFO] - Lr: 9.639e-04 | Epoch: [74][20/372] | Time 0.386 | Data 0.107 | Loss 0.1582 | IoU 0.561 [2021-06-14 22:14:43,750][root][INFO] - Lr: 9.600e-04 | Epoch: [74][30/372] | Time 0.365 | Data 0.088 | Loss 0.1582 | IoU 0.561 [2021-06-14 22:14:46,940][root][INFO] - Lr: 9.560e-04 | Epoch: [74][40/372] | Time 0.354 | Data 0.079 | Loss 0.1582 | IoU 0.561 [2021-06-14 22:14:50,209][root][INFO] - Lr: 9.521e-04 | Epoch: [74][50/372] | Time 0.349 | Data 0.073 | Loss 0.1582 | IoU 0.561 [2021-06-14 22:14:53,368][root][INFO] - Lr: 9.482e-04 | Epoch: [74][60/372] | Time 0.343 | Data 0.068 | Loss 0.1582 | IoU 0.561 [2021-06-14 22:14:56,490][root][INFO] - Lr: 9.443e-04 | Epoch: [74][70/372] | Time 0.339 | Data 0.064 | Loss 0.1581 | IoU 0.562 [2021-06-14 22:14:59,693][root][INFO] - Lr: 9.403e-04 | Epoch: [74][80/372] | Time 0.336 | Data 0.062 | Loss 0.1581 | IoU 0.562 [2021-06-14 22:15:02,830][root][INFO] - Lr: 9.364e-04 | Epoch: [74][90/372] | Time 0.334 | Data 0.060 | Loss 0.1581 | IoU 0.562 [2021-06-14 22:15:06,019][root][INFO] - Lr: 9.325e-04 | Epoch: [74][100/372] | Time 0.332 | Data 0.058 | Loss 0.1581 | IoU 0.562 [2021-06-14 22:15:09,242][root][INFO] - Lr: 9.285e-04 | Epoch: [74][110/372] | Time 0.331 | Data 0.057 | Loss 0.1581 | IoU 0.562 [2021-06-14 22:15:12,475][root][INFO] - Lr: 9.246e-04 | Epoch: [74][120/372] | Time 0.331 | Data 0.057 | Loss 0.1580 | IoU 0.562 [2021-06-14 22:15:15,692][root][INFO] - Lr: 9.206e-04 | Epoch: [74][130/372] | Time 0.330 | Data 0.056 | Loss 0.1580 | IoU 0.562 [2021-06-14 22:15:18,909][root][INFO] - Lr: 9.167e-04 | Epoch: [74][140/372] | Time 0.330 | Data 0.056 | Loss 0.1580 | IoU 0.562 [2021-06-14 22:15:22,091][root][INFO] - Lr: 9.127e-04 | Epoch: [74][150/372] | Time 0.329 | Data 0.055 | Loss 0.1580 | IoU 0.562 [2021-06-14 22:15:25,276][root][INFO] - Lr: 9.088e-04 | Epoch: [74][160/372] | Time 0.328 | Data 0.054 | Loss 0.1580 | IoU 0.562 [2021-06-14 22:15:28,427][root][INFO] - Lr: 9.049e-04 | Epoch: [74][170/372] | Time 0.327 | Data 0.054 | Loss 0.1580 | IoU 0.562 [2021-06-14 22:15:31,563][root][INFO] - Lr: 9.009e-04 | Epoch: [74][180/372] | Time 0.327 | Data 0.053 | Loss 0.1579 | IoU 0.562 [2021-06-14 22:15:34,736][root][INFO] - Lr: 8.969e-04 | Epoch: [74][190/372] | Time 0.326 | Data 0.053 | Loss 0.1579 | IoU 0.562 [2021-06-14 22:15:37,963][root][INFO] - Lr: 8.930e-04 | Epoch: [74][200/372] | Time 0.326 | Data 0.053 | Loss 0.1579 | IoU 0.562 [2021-06-14 22:15:41,162][root][INFO] - Lr: 8.890e-04 | Epoch: [74][210/372] | Time 0.326 | Data 0.052 | Loss 0.1579 | IoU 0.562 [2021-06-14 22:15:44,362][root][INFO] - Lr: 8.851e-04 | Epoch: [74][220/372] | Time 0.325 | Data 0.052 | Loss 0.1579 | IoU 0.562 [2021-06-14 22:15:47,524][root][INFO] - Lr: 8.811e-04 | Epoch: [74][230/372] | Time 0.325 | Data 0.052 | Loss 0.1578 | IoU 0.562 [2021-06-14 22:15:50,697][root][INFO] - Lr: 8.772e-04 | Epoch: [74][240/372] | Time 0.325 | Data 0.052 | Loss 0.1578 | IoU 0.562 [2021-06-14 22:15:53,888][root][INFO] - Lr: 8.732e-04 | Epoch: [74][250/372] | Time 0.324 | Data 0.051 | Loss 0.1578 | IoU 0.562 [2021-06-14 22:15:57,105][root][INFO] - Lr: 8.692e-04 | Epoch: [74][260/372] | Time 0.324 | Data 0.051 | Loss 0.1578 | IoU 0.562 [2021-06-14 22:16:00,284][root][INFO] - Lr: 8.653e-04 | Epoch: [74][270/372] | Time 0.324 | Data 0.051 | Loss 0.1578 | IoU 0.562 [2021-06-14 22:16:03,499][root][INFO] - Lr: 8.613e-04 | Epoch: [74][280/372] | Time 0.324 | Data 0.051 | Loss 0.1578 | IoU 0.562 [2021-06-14 22:16:06,709][root][INFO] - Lr: 8.573e-04 | Epoch: [74][290/372] | Time 0.324 | Data 0.051 | Loss 0.1577 | IoU 0.562 [2021-06-14 22:16:09,810][root][INFO] - Lr: 8.533e-04 | Epoch: [74][300/372] | Time 0.323 | Data 0.050 | Loss 0.1577 | IoU 0.562 [2021-06-14 22:16:12,997][root][INFO] - Lr: 8.494e-04 | Epoch: [74][310/372] | Time 0.323 | Data 0.050 | Loss 0.1577 | IoU 0.562 [2021-06-14 22:16:16,232][root][INFO] - Lr: 8.454e-04 | Epoch: [74][320/372] | Time 0.323 | Data 0.050 | Loss 0.1577 | IoU 0.562 [2021-06-14 22:16:19,457][root][INFO] - Lr: 8.414e-04 | Epoch: [74][330/372] | Time 0.323 | Data 0.050 | Loss 0.1577 | IoU 0.562 [2021-06-14 22:16:22,622][root][INFO] - Lr: 8.374e-04 | Epoch: [74][340/372] | Time 0.323 | Data 0.050 | Loss 0.1576 | IoU 0.562 [2021-06-14 22:16:25,808][root][INFO] - Lr: 8.334e-04 | Epoch: [74][350/372] | Time 0.323 | Data 0.050 | Loss 0.1576 | IoU 0.562 [2021-06-14 22:16:29,016][root][INFO] - Lr: 8.295e-04 | Epoch: [74][360/372] | Time 0.323 | Data 0.050 | Loss 0.1576 | IoU 0.562 [2021-06-14 22:16:32,093][root][INFO] - Lr: 8.255e-04 | Epoch: [74][370/372] | Time 0.323 | Data 0.049 | Loss 0.1576 | IoU 0.562 [2021-06-14 22:16:34,097][root][INFO] - Lr: 8.247e-04 | Epoch: [75][0/372] | Time 1.513 | Data 1.239 | Loss 0.1576 | IoU 0.562 [2021-06-14 22:16:37,460][root][INFO] - Lr: 8.207e-04 | Epoch: [75][10/372] | Time 0.445 | Data 0.172 | Loss 0.1576 | IoU 0.562 [2021-06-14 22:16:40,634][root][INFO] - Lr: 8.167e-04 | Epoch: [75][20/372] | Time 0.384 | Data 0.112 | Loss 0.1575 | IoU 0.562 [2021-06-14 22:16:43,772][root][INFO] - Lr: 8.127e-04 | Epoch: [75][30/372] | Time 0.362 | Data 0.089 | Loss 0.1575 | IoU 0.562 [2021-06-14 22:16:46,981][root][INFO] - Lr: 8.087e-04 | Epoch: [75][40/372] | Time 0.352 | Data 0.079 | Loss 0.1575 | IoU 0.562 [2021-06-14 22:16:50,140][root][INFO] - Lr: 8.047e-04 | Epoch: [75][50/372] | Time 0.345 | Data 0.073 | Loss 0.1575 | IoU 0.562 [2021-06-14 22:16:53,297][root][INFO] - Lr: 8.007e-04 | Epoch: [75][60/372] | Time 0.340 | Data 0.068 | Loss 0.1575 | IoU 0.563 [2021-06-14 22:16:56,429][root][INFO] - Lr: 7.967e-04 | Epoch: [75][70/372] | Time 0.336 | Data 0.065 | Loss 0.1575 | IoU 0.563 [2021-06-14 22:16:59,613][root][INFO] - Lr: 7.927e-04 | Epoch: [75][80/372] | Time 0.334 | Data 0.062 | Loss 0.1574 | IoU 0.563 [2021-06-14 22:17:02,801][root][INFO] - Lr: 7.887e-04 | Epoch: [75][90/372] | Time 0.332 | Data 0.060 | Loss 0.1574 | IoU 0.563 [2021-06-14 22:17:05,891][root][INFO] - Lr: 7.847e-04 | Epoch: [75][100/372] | Time 0.330 | Data 0.057 | Loss 0.1574 | IoU 0.563 [2021-06-14 22:17:09,128][root][INFO] - Lr: 7.806e-04 | Epoch: [75][110/372] | Time 0.329 | Data 0.057 | Loss 0.1574 | IoU 0.563 [2021-06-14 22:17:12,289][root][INFO] - Lr: 7.766e-04 | Epoch: [75][120/372] | Time 0.328 | Data 0.056 | Loss 0.1574 | IoU 0.563 [2021-06-14 22:17:15,464][root][INFO] - Lr: 7.726e-04 | Epoch: [75][130/372] | Time 0.327 | Data 0.055 | Loss 0.1574 | IoU 0.563 [2021-06-14 22:17:18,594][root][INFO] - Lr: 7.686e-04 | Epoch: [75][140/372] | Time 0.326 | Data 0.054 | Loss 0.1573 | IoU 0.563 [2021-06-14 22:17:21,815][root][INFO] - Lr: 7.646e-04 | Epoch: [75][150/372] | Time 0.326 | Data 0.054 | Loss 0.1573 | IoU 0.563 [2021-06-14 22:17:24,993][root][INFO] - Lr: 7.605e-04 | Epoch: [75][160/372] | Time 0.326 | Data 0.053 | Loss 0.1573 | IoU 0.563 [2021-06-14 22:17:28,181][root][INFO] - Lr: 7.565e-04 | Epoch: [75][170/372] | Time 0.325 | Data 0.053 | Loss 0.1573 | IoU 0.563 [2021-06-14 22:17:31,308][root][INFO] - Lr: 7.525e-04 | Epoch: [75][180/372] | Time 0.325 | Data 0.052 | Loss 0.1573 | IoU 0.563 [2021-06-14 22:17:34,491][root][INFO] - Lr: 7.484e-04 | Epoch: [75][190/372] | Time 0.324 | Data 0.052 | Loss 0.1572 | IoU 0.563 [2021-06-14 22:17:37,691][root][INFO] - Lr: 7.444e-04 | Epoch: [75][200/372] | Time 0.324 | Data 0.051 | Loss 0.1572 | IoU 0.563 [2021-06-14 22:17:40,904][root][INFO] - Lr: 7.404e-04 | Epoch: [75][210/372] | Time 0.324 | Data 0.051 | Loss 0.1572 | IoU 0.563 [2021-06-14 22:17:44,039][root][INFO] - Lr: 7.363e-04 | Epoch: [75][220/372] | Time 0.323 | Data 0.051 | Loss 0.1572 | IoU 0.563 [2021-06-14 22:17:47,267][root][INFO] - Lr: 7.323e-04 | Epoch: [75][230/372] | Time 0.323 | Data 0.051 | Loss 0.1572 | IoU 0.563 [2021-06-14 22:17:50,472][root][INFO] - Lr: 7.283e-04 | Epoch: [75][240/372] | Time 0.323 | Data 0.050 | Loss 0.1572 | IoU 0.563 [2021-06-14 22:17:53,648][root][INFO] - Lr: 7.242e-04 | Epoch: [75][250/372] | Time 0.323 | Data 0.050 | Loss 0.1571 | IoU 0.563 [2021-06-14 22:17:56,874][root][INFO] - Lr: 7.202e-04 | Epoch: [75][260/372] | Time 0.323 | Data 0.050 | Loss 0.1571 | IoU 0.563 [2021-06-14 22:18:00,056][root][INFO] - Lr: 7.161e-04 | Epoch: [75][270/372] | Time 0.323 | Data 0.050 | Loss 0.1571 | IoU 0.563 [2021-06-14 22:18:03,276][root][INFO] - Lr: 7.120e-04 | Epoch: [75][280/372] | Time 0.323 | Data 0.050 | Loss 0.1571 | IoU 0.563 [2021-06-14 22:18:06,444][root][INFO] - Lr: 7.080e-04 | Epoch: [75][290/372] | Time 0.323 | Data 0.050 | Loss 0.1571 | IoU 0.563 [2021-06-14 22:18:09,601][root][INFO] - Lr: 7.039e-04 | Epoch: [75][300/372] | Time 0.322 | Data 0.050 | Loss 0.1571 | IoU 0.563 [2021-06-14 22:18:12,717][root][INFO] - Lr: 6.999e-04 | Epoch: [75][310/372] | Time 0.322 | Data 0.049 | Loss 0.1570 | IoU 0.563 [2021-06-14 22:18:15,912][root][INFO] - Lr: 6.958e-04 | Epoch: [75][320/372] | Time 0.322 | Data 0.049 | Loss 0.1570 | IoU 0.563 [2021-06-14 22:18:19,084][root][INFO] - Lr: 6.917e-04 | Epoch: [75][330/372] | Time 0.322 | Data 0.049 | Loss 0.1570 | IoU 0.563 [2021-06-14 22:18:22,260][root][INFO] - Lr: 6.877e-04 | Epoch: [75][340/372] | Time 0.322 | Data 0.049 | Loss 0.1570 | IoU 0.563 [2021-06-14 22:18:25,450][root][INFO] - Lr: 6.836e-04 | Epoch: [75][350/372] | Time 0.322 | Data 0.049 | Loss 0.1570 | IoU 0.563 [2021-06-14 22:18:28,622][root][INFO] - Lr: 6.795e-04 | Epoch: [75][360/372] | Time 0.321 | Data 0.048 | Loss 0.1569 | IoU 0.563 [2021-06-14 22:18:31,710][root][INFO] - Lr: 6.754e-04 | Epoch: [75][370/372] | Time 0.321 | Data 0.048 | Loss 0.1569 | IoU 0.563 [2021-06-14 22:18:32,567][root][INFO] - 0/500 [2021-06-14 22:18:32,703][root][INFO] - 1/500 [2021-06-14 22:18:32,777][root][INFO] - 2/500 [2021-06-14 22:18:32,850][root][INFO] - 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491/500 [2021-06-14 22:19:06,847][root][INFO] - 492/500 [2021-06-14 22:19:06,891][root][INFO] - 493/500 [2021-06-14 22:19:06,934][root][INFO] - 494/500 [2021-06-14 22:19:06,978][root][INFO] - 495/500 [2021-06-14 22:19:07,021][root][INFO] - 496/500 [2021-06-14 22:19:07,065][root][INFO] - 497/500 [2021-06-14 22:19:07,108][root][INFO] - 498/500 [2021-06-14 22:19:07,151][root][INFO] - 499/500 [2021-06-14 22:19:07,282][root][INFO] - Validation set: Time avg per batch 0.070 Loss avg 0.2988 IoU avg 0.550 [2021-06-14 22:19:08,555][root][INFO] - Lr: 6.746e-04 | Epoch: [76][0/372] | Time 1.213 | Data 0.930 | Loss 0.1569 | IoU 0.563 [2021-06-14 22:19:12,012][root][INFO] - Lr: 6.705e-04 | Epoch: [76][10/372] | Time 0.421 | Data 0.142 | Loss 0.1569 | IoU 0.563 [2021-06-14 22:19:15,178][root][INFO] - Lr: 6.665e-04 | Epoch: [76][20/372] | Time 0.374 | Data 0.098 | Loss 0.1569 | IoU 0.563 [2021-06-14 22:19:18,310][root][INFO] - Lr: 6.624e-04 | Epoch: [76][30/372] | Time 0.354 | Data 0.080 | Loss 0.1569 | IoU 0.563 [2021-06-14 22:19:21,467][root][INFO] - Lr: 6.583e-04 | Epoch: [76][40/372] | Time 0.345 | Data 0.071 | Loss 0.1569 | IoU 0.563 [2021-06-14 22:19:24,672][root][INFO] - Lr: 6.542e-04 | Epoch: [76][50/372] | Time 0.340 | Data 0.067 | Loss 0.1568 | IoU 0.563 [2021-06-14 22:19:27,772][root][INFO] - Lr: 6.501e-04 | Epoch: [76][60/372] | Time 0.335 | Data 0.062 | Loss 0.1568 | IoU 0.563 [2021-06-14 22:19:30,930][root][INFO] - Lr: 6.460e-04 | Epoch: [76][70/372] | Time 0.332 | Data 0.059 | Loss 0.1568 | IoU 0.564 [2021-06-14 22:19:34,134][root][INFO] - Lr: 6.419e-04 | Epoch: [76][80/372] | Time 0.331 | Data 0.058 | Loss 0.1568 | IoU 0.564 [2021-06-14 22:19:37,270][root][INFO] - Lr: 6.378e-04 | Epoch: [76][90/372] | Time 0.329 | Data 0.056 | Loss 0.1568 | IoU 0.564 [2021-06-14 22:19:40,455][root][INFO] - Lr: 6.337e-04 | Epoch: [76][100/372] | Time 0.328 | Data 0.055 | Loss 0.1568 | IoU 0.564 [2021-06-14 22:19:43,637][root][INFO] - Lr: 6.296e-04 | Epoch: [76][110/372] | Time 0.327 | Data 0.055 | Loss 0.1567 | IoU 0.564 [2021-06-14 22:19:46,797][root][INFO] - Lr: 6.255e-04 | Epoch: [76][120/372] | Time 0.326 | Data 0.054 | Loss 0.1567 | IoU 0.564 [2021-06-14 22:19:49,969][root][INFO] - Lr: 6.213e-04 | Epoch: [76][130/372] | Time 0.325 | Data 0.053 | Loss 0.1567 | IoU 0.564 [2021-06-14 22:19:53,072][root][INFO] - Lr: 6.172e-04 | Epoch: [76][140/372] | Time 0.324 | Data 0.052 | Loss 0.1567 | IoU 0.564 [2021-06-14 22:19:56,238][root][INFO] - Lr: 6.131e-04 | Epoch: [76][150/372] | Time 0.324 | Data 0.052 | Loss 0.1567 | IoU 0.564 [2021-06-14 22:19:59,345][root][INFO] - Lr: 6.090e-04 | Epoch: [76][160/372] | Time 0.323 | Data 0.051 | Loss 0.1566 | IoU 0.564 [2021-06-14 22:20:02,579][root][INFO] - Lr: 6.048e-04 | Epoch: [76][170/372] | Time 0.323 | Data 0.051 | Loss 0.1566 | IoU 0.564 [2021-06-14 22:20:05,673][root][INFO] - Lr: 6.007e-04 | Epoch: [76][180/372] | Time 0.322 | Data 0.050 | Loss 0.1566 | IoU 0.564 [2021-06-14 22:20:08,828][root][INFO] - Lr: 5.966e-04 | Epoch: [76][190/372] | Time 0.322 | Data 0.050 | Loss 0.1566 | IoU 0.564 [2021-06-14 22:20:11,988][root][INFO] - Lr: 5.924e-04 | Epoch: [76][200/372] | Time 0.322 | Data 0.050 | Loss 0.1566 | IoU 0.564 [2021-06-14 22:20:15,182][root][INFO] - Lr: 5.883e-04 | Epoch: [76][210/372] | Time 0.322 | Data 0.049 | Loss 0.1566 | IoU 0.564 [2021-06-14 22:20:18,346][root][INFO] - Lr: 5.842e-04 | Epoch: [76][220/372] | Time 0.321 | Data 0.049 | Loss 0.1565 | IoU 0.564 [2021-06-14 22:20:21,505][root][INFO] - Lr: 5.800e-04 | Epoch: [76][230/372] | Time 0.321 | Data 0.049 | Loss 0.1565 | IoU 0.564 [2021-06-14 22:20:24,710][root][INFO] - Lr: 5.759e-04 | Epoch: [76][240/372] | Time 0.321 | Data 0.048 | Loss 0.1565 | IoU 0.564 [2021-06-14 22:20:27,960][root][INFO] - Lr: 5.717e-04 | Epoch: [76][250/372] | Time 0.321 | Data 0.048 | Loss 0.1565 | IoU 0.564 [2021-06-14 22:20:31,109][root][INFO] - Lr: 5.675e-04 | Epoch: [76][260/372] | Time 0.321 | Data 0.048 | Loss 0.1565 | IoU 0.564 [2021-06-14 22:20:34,305][root][INFO] - Lr: 5.634e-04 | Epoch: [76][270/372] | Time 0.321 | Data 0.048 | Loss 0.1565 | IoU 0.564 [2021-06-14 22:20:37,501][root][INFO] - Lr: 5.592e-04 | Epoch: [76][280/372] | Time 0.321 | Data 0.048 | Loss 0.1564 | IoU 0.564 [2021-06-14 22:20:40,699][root][INFO] - Lr: 5.550e-04 | Epoch: [76][290/372] | Time 0.321 | Data 0.048 | Loss 0.1564 | IoU 0.564 [2021-06-14 22:20:43,868][root][INFO] - Lr: 5.509e-04 | Epoch: [76][300/372] | Time 0.321 | Data 0.048 | Loss 0.1564 | IoU 0.564 [2021-06-14 22:20:47,056][root][INFO] - Lr: 5.467e-04 | Epoch: [76][310/372] | Time 0.321 | Data 0.048 | Loss 0.1564 | IoU 0.564 [2021-06-14 22:20:50,243][root][INFO] - Lr: 5.425e-04 | Epoch: [76][320/372] | Time 0.321 | Data 0.048 | Loss 0.1564 | IoU 0.564 [2021-06-14 22:20:53,458][root][INFO] - Lr: 5.383e-04 | Epoch: [76][330/372] | Time 0.321 | Data 0.048 | Loss 0.1563 | IoU 0.564 [2021-06-14 22:20:56,658][root][INFO] - Lr: 5.342e-04 | Epoch: [76][340/372] | Time 0.321 | Data 0.048 | Loss 0.1563 | IoU 0.564 [2021-06-14 22:20:59,850][root][INFO] - Lr: 5.300e-04 | Epoch: [76][350/372] | Time 0.321 | Data 0.048 | Loss 0.1563 | IoU 0.564 [2021-06-14 22:21:03,007][root][INFO] - Lr: 5.258e-04 | Epoch: [76][360/372] | Time 0.320 | Data 0.048 | Loss 0.1563 | IoU 0.564 [2021-06-14 22:21:06,057][root][INFO] - Lr: 5.216e-04 | Epoch: [76][370/372] | Time 0.320 | Data 0.047 | Loss 0.1563 | IoU 0.564 [2021-06-14 22:21:08,058][root][INFO] - Lr: 5.207e-04 | Epoch: [77][0/372] | Time 1.549 | Data 1.265 | Loss 0.1563 | IoU 0.564 [2021-06-14 22:21:11,343][root][INFO] - Lr: 5.165e-04 | Epoch: [77][10/372] | Time 0.435 | Data 0.152 | Loss 0.1563 | IoU 0.564 [2021-06-14 22:21:14,525][root][INFO] - Lr: 5.123e-04 | Epoch: [77][20/372] | Time 0.381 | Data 0.103 | Loss 0.1562 | IoU 0.564 [2021-06-14 22:21:17,723][root][INFO] - Lr: 5.081e-04 | Epoch: [77][30/372] | Time 0.361 | Data 0.085 | Loss 0.1562 | IoU 0.564 [2021-06-14 22:21:20,949][root][INFO] - Lr: 5.039e-04 | Epoch: [77][40/372] | Time 0.352 | Data 0.077 | Loss 0.1562 | IoU 0.564 [2021-06-14 22:21:24,136][root][INFO] - Lr: 4.997e-04 | Epoch: [77][50/372] | Time 0.345 | Data 0.070 | Loss 0.1562 | IoU 0.564 [2021-06-14 22:21:27,328][root][INFO] - Lr: 4.955e-04 | Epoch: [77][60/372] | Time 0.341 | Data 0.066 | Loss 0.1562 | IoU 0.564 [2021-06-14 22:21:30,524][root][INFO] - Lr: 4.912e-04 | Epoch: [77][70/372] | Time 0.338 | Data 0.063 | Loss 0.1562 | IoU 0.564 [2021-06-14 22:21:33,717][root][INFO] - Lr: 4.870e-04 | Epoch: [77][80/372] | Time 0.336 | Data 0.061 | Loss 0.1561 | IoU 0.565 [2021-06-14 22:21:36,888][root][INFO] - Lr: 4.828e-04 | Epoch: [77][90/372] | Time 0.334 | Data 0.060 | Loss 0.1561 | IoU 0.565 [2021-06-14 22:21:40,088][root][INFO] - Lr: 4.785e-04 | Epoch: [77][100/372] | Time 0.332 | Data 0.058 | Loss 0.1561 | IoU 0.565 [2021-06-14 22:21:43,290][root][INFO] - Lr: 4.743e-04 | Epoch: [77][110/372] | Time 0.331 | Data 0.057 | Loss 0.1561 | IoU 0.565 [2021-06-14 22:21:46,452][root][INFO] - Lr: 4.701e-04 | Epoch: [77][120/372] | Time 0.330 | Data 0.056 | Loss 0.1561 | IoU 0.565 [2021-06-14 22:21:49,610][root][INFO] - Lr: 4.658e-04 | Epoch: [77][130/372] | Time 0.329 | Data 0.055 | Loss 0.1561 | IoU 0.565 [2021-06-14 22:21:52,769][root][INFO] - Lr: 4.616e-04 | Epoch: [77][140/372] | Time 0.328 | Data 0.054 | Loss 0.1560 | IoU 0.565 [2021-06-14 22:21:55,930][root][INFO] - Lr: 4.573e-04 | Epoch: [77][150/372] | Time 0.327 | Data 0.053 | Loss 0.1560 | IoU 0.565 [2021-06-14 22:21:59,133][root][INFO] - Lr: 4.530e-04 | Epoch: [77][160/372] | Time 0.327 | Data 0.053 | Loss 0.1560 | IoU 0.565 [2021-06-14 22:22:02,308][root][INFO] - Lr: 4.488e-04 | Epoch: [77][170/372] | Time 0.326 | Data 0.052 | Loss 0.1560 | IoU 0.565 [2021-06-14 22:22:05,427][root][INFO] - Lr: 4.445e-04 | Epoch: [77][180/372] | Time 0.325 | Data 0.052 | Loss 0.1560 | IoU 0.565 [2021-06-14 22:22:08,647][root][INFO] - Lr: 4.402e-04 | Epoch: [77][190/372] | Time 0.325 | Data 0.052 | Loss 0.1559 | IoU 0.565 [2021-06-14 22:22:11,833][root][INFO] - Lr: 4.359e-04 | Epoch: [77][200/372] | Time 0.325 | Data 0.051 | Loss 0.1559 | IoU 0.565 [2021-06-14 22:22:15,071][root][INFO] - Lr: 4.317e-04 | Epoch: [77][210/372] | Time 0.325 | Data 0.051 | Loss 0.1559 | IoU 0.565 [2021-06-14 22:22:18,272][root][INFO] - Lr: 4.274e-04 | Epoch: [77][220/372] | Time 0.325 | Data 0.051 | Loss 0.1559 | IoU 0.565 [2021-06-14 22:22:21,504][root][INFO] - Lr: 4.231e-04 | Epoch: [77][230/372] | Time 0.325 | Data 0.051 | Loss 0.1559 | IoU 0.565 [2021-06-14 22:22:24,685][root][INFO] - Lr: 4.188e-04 | Epoch: [77][240/372] | Time 0.324 | Data 0.051 | Loss 0.1559 | IoU 0.565 [2021-06-14 22:22:27,920][root][INFO] - Lr: 4.145e-04 | Epoch: [77][250/372] | Time 0.324 | Data 0.051 | Loss 0.1558 | IoU 0.565 [2021-06-14 22:22:31,088][root][INFO] - Lr: 4.102e-04 | Epoch: [77][260/372] | Time 0.324 | Data 0.050 | Loss 0.1558 | IoU 0.565 [2021-06-14 22:22:34,172][root][INFO] - Lr: 4.058e-04 | Epoch: [77][270/372] | Time 0.323 | Data 0.050 | Loss 0.1558 | IoU 0.565 [2021-06-14 22:22:37,346][root][INFO] - Lr: 4.015e-04 | Epoch: [77][280/372] | Time 0.323 | Data 0.050 | Loss 0.1558 | IoU 0.565 [2021-06-14 22:22:40,476][root][INFO] - Lr: 3.972e-04 | Epoch: [77][290/372] | Time 0.323 | Data 0.049 | Loss 0.1558 | IoU 0.565 [2021-06-14 22:22:43,663][root][INFO] - Lr: 3.929e-04 | Epoch: [77][300/372] | Time 0.323 | Data 0.049 | Loss 0.1558 | IoU 0.565 [2021-06-14 22:22:46,891][root][INFO] - Lr: 3.885e-04 | Epoch: [77][310/372] | Time 0.323 | Data 0.049 | Loss 0.1557 | IoU 0.565 [2021-06-14 22:22:50,070][root][INFO] - Lr: 3.842e-04 | Epoch: [77][320/372] | Time 0.323 | Data 0.049 | Loss 0.1557 | IoU 0.565 [2021-06-14 22:22:53,263][root][INFO] - Lr: 3.798e-04 | Epoch: [77][330/372] | Time 0.322 | Data 0.049 | Loss 0.1557 | IoU 0.565 [2021-06-14 22:22:56,488][root][INFO] - Lr: 3.755e-04 | Epoch: [77][340/372] | Time 0.323 | Data 0.049 | Loss 0.1557 | IoU 0.565 [2021-06-14 22:22:59,665][root][INFO] - Lr: 3.711e-04 | Epoch: [77][350/372] | Time 0.322 | Data 0.049 | Loss 0.1557 | IoU 0.565 [2021-06-14 22:23:02,863][root][INFO] - Lr: 3.668e-04 | Epoch: [77][360/372] | Time 0.322 | Data 0.049 | Loss 0.1557 | IoU 0.565 [2021-06-14 22:23:05,977][root][INFO] - Lr: 3.624e-04 | Epoch: [77][370/372] | Time 0.322 | Data 0.048 | Loss 0.1556 | IoU 0.565 [2021-06-14 22:23:07,729][root][INFO] - Lr: 3.615e-04 | Epoch: [78][0/372] | Time 1.292 | Data 0.993 | Loss 0.1556 | IoU 0.565 [2021-06-14 22:23:11,206][root][INFO] - Lr: 3.571e-04 | Epoch: [78][10/372] | Time 0.435 | Data 0.153 | Loss 0.1556 | IoU 0.565 [2021-06-14 22:23:14,428][root][INFO] - Lr: 3.528e-04 | Epoch: [78][20/372] | Time 0.381 | Data 0.105 | Loss 0.1556 | IoU 0.565 [2021-06-14 22:23:17,620][root][INFO] - Lr: 3.484e-04 | Epoch: [78][30/372] | Time 0.361 | Data 0.087 | Loss 0.1556 | IoU 0.565 [2021-06-14 22:23:20,773][root][INFO] - Lr: 3.440e-04 | Epoch: [78][40/372] | Time 0.350 | Data 0.076 | Loss 0.1556 | IoU 0.565 [2021-06-14 22:23:23,994][root][INFO] - Lr: 3.396e-04 | Epoch: [78][50/372] | Time 0.345 | Data 0.070 | Loss 0.1556 | IoU 0.565 [2021-06-14 22:23:27,116][root][INFO] - Lr: 3.352e-04 | Epoch: [78][60/372] | Time 0.339 | Data 0.065 | Loss 0.1555 | IoU 0.565 [2021-06-14 22:23:30,321][root][INFO] - Lr: 3.308e-04 | Epoch: [78][70/372] | Time 0.336 | Data 0.062 | Loss 0.1555 | IoU 0.565 [2021-06-14 22:23:33,509][root][INFO] - Lr: 3.263e-04 | Epoch: [78][80/372] | Time 0.335 | Data 0.061 | Loss 0.1555 | IoU 0.565 [2021-06-14 22:23:36,707][root][INFO] - Lr: 3.219e-04 | Epoch: [78][90/372] | Time 0.333 | Data 0.059 | Loss 0.1555 | IoU 0.566 [2021-06-14 22:23:39,908][root][INFO] - Lr: 3.175e-04 | Epoch: [78][100/372] | Time 0.331 | Data 0.058 | Loss 0.1555 | IoU 0.566 [2021-06-14 22:23:43,090][root][INFO] - Lr: 3.130e-04 | Epoch: [78][110/372] | Time 0.330 | Data 0.057 | Loss 0.1555 | IoU 0.566 [2021-06-14 22:23:46,304][root][INFO] - Lr: 3.086e-04 | Epoch: [78][120/372] | Time 0.330 | Data 0.056 | Loss 0.1554 | IoU 0.566 [2021-06-14 22:23:49,433][root][INFO] - Lr: 3.041e-04 | Epoch: [78][130/372] | Time 0.328 | Data 0.055 | Loss 0.1554 | IoU 0.566 [2021-06-14 22:23:52,624][root][INFO] - Lr: 2.997e-04 | Epoch: [78][140/372] | Time 0.328 | Data 0.054 | Loss 0.1554 | IoU 0.566 [2021-06-14 22:23:55,804][root][INFO] - Lr: 2.952e-04 | Epoch: [78][150/372] | Time 0.327 | Data 0.053 | Loss 0.1554 | IoU 0.566 [2021-06-14 22:23:58,975][root][INFO] - Lr: 2.907e-04 | Epoch: [78][160/372] | Time 0.326 | Data 0.053 | Loss 0.1554 | IoU 0.566 [2021-06-14 22:24:02,150][root][INFO] - Lr: 2.862e-04 | Epoch: [78][170/372] | Time 0.326 | Data 0.052 | Loss 0.1554 | IoU 0.566 [2021-06-14 22:24:05,352][root][INFO] - Lr: 2.818e-04 | Epoch: [78][180/372] | Time 0.326 | Data 0.052 | Loss 0.1553 | IoU 0.566 [2021-06-14 22:24:08,503][root][INFO] - Lr: 2.773e-04 | Epoch: [78][190/372] | Time 0.325 | Data 0.051 | Loss 0.1553 | IoU 0.566 [2021-06-14 22:24:11,607][root][INFO] - Lr: 2.727e-04 | Epoch: [78][200/372] | Time 0.324 | Data 0.050 | Loss 0.1553 | IoU 0.566 [2021-06-14 22:24:14,745][root][INFO] - Lr: 2.682e-04 | Epoch: [78][210/372] | Time 0.324 | Data 0.050 | Loss 0.1553 | IoU 0.566 [2021-06-14 22:24:17,979][root][INFO] - Lr: 2.637e-04 | Epoch: [78][220/372] | Time 0.324 | Data 0.050 | Loss 0.1553 | IoU 0.566 [2021-06-14 22:24:21,197][root][INFO] - Lr: 2.592e-04 | Epoch: [78][230/372] | Time 0.324 | Data 0.050 | Loss 0.1552 | IoU 0.566 [2021-06-14 22:24:24,416][root][INFO] - Lr: 2.546e-04 | Epoch: [78][240/372] | Time 0.324 | Data 0.050 | Loss 0.1552 | IoU 0.566 [2021-06-14 22:24:27,654][root][INFO] - Lr: 2.501e-04 | Epoch: [78][250/372] | Time 0.324 | Data 0.050 | Loss 0.1552 | IoU 0.566 [2021-06-14 22:24:30,817][root][INFO] - Lr: 2.455e-04 | Epoch: [78][260/372] | Time 0.323 | Data 0.049 | Loss 0.1552 | IoU 0.566 [2021-06-14 22:24:34,055][root][INFO] - Lr: 2.409e-04 | Epoch: [78][270/372] | Time 0.323 | Data 0.049 | Loss 0.1552 | IoU 0.566 [2021-06-14 22:24:37,250][root][INFO] - Lr: 2.364e-04 | Epoch: [78][280/372] | Time 0.323 | Data 0.049 | Loss 0.1552 | IoU 0.566 [2021-06-14 22:24:40,457][root][INFO] - Lr: 2.318e-04 | Epoch: [78][290/372] | Time 0.323 | Data 0.049 | Loss 0.1551 | IoU 0.566 [2021-06-14 22:24:43,673][root][INFO] - Lr: 2.272e-04 | Epoch: [78][300/372] | Time 0.323 | Data 0.049 | Loss 0.1551 | IoU 0.566 [2021-06-14 22:24:46,888][root][INFO] - Lr: 2.226e-04 | Epoch: [78][310/372] | Time 0.323 | Data 0.049 | Loss 0.1551 | IoU 0.566 [2021-06-14 22:24:50,050][root][INFO] - Lr: 2.179e-04 | Epoch: [78][320/372] | Time 0.323 | Data 0.049 | Loss 0.1551 | IoU 0.566 [2021-06-14 22:24:53,234][root][INFO] - Lr: 2.133e-04 | Epoch: [78][330/372] | Time 0.323 | Data 0.049 | Loss 0.1551 | IoU 0.566 [2021-06-14 22:24:56,434][root][INFO] - Lr: 2.087e-04 | Epoch: [78][340/372] | Time 0.323 | Data 0.049 | Loss 0.1551 | IoU 0.566 [2021-06-14 22:24:59,651][root][INFO] - Lr: 2.040e-04 | Epoch: [78][350/372] | Time 0.323 | Data 0.049 | Loss 0.1551 | IoU 0.566 [2021-06-14 22:25:02,862][root][INFO] - Lr: 1.993e-04 | Epoch: [78][360/372] | Time 0.323 | Data 0.049 | Loss 0.1550 | IoU 0.566 [2021-06-14 22:25:05,894][root][INFO] - Lr: 1.947e-04 | Epoch: [78][370/372] | Time 0.322 | Data 0.048 | Loss 0.1550 | IoU 0.566 [2021-06-14 22:25:07,881][root][INFO] - Lr: 1.937e-04 | Epoch: [79][0/372] | Time 1.503 | Data 1.208 | Loss 0.1550 | IoU 0.566 [2021-06-14 22:25:11,303][root][INFO] - Lr: 1.890e-04 | Epoch: [79][10/372] | Time 0.448 | Data 0.170 | Loss 0.1550 | IoU 0.566 [2021-06-14 22:25:14,492][root][INFO] - Lr: 1.843e-04 | Epoch: [79][20/372] | Time 0.386 | Data 0.110 | Loss 0.1550 | IoU 0.566 [2021-06-14 22:25:17,707][root][INFO] - Lr: 1.796e-04 | Epoch: [79][30/372] | Time 0.366 | Data 0.090 | Loss 0.1550 | IoU 0.566 [2021-06-14 22:25:20,912][root][INFO] - Lr: 1.749e-04 | Epoch: [79][40/372] | Time 0.354 | Data 0.079 | Loss 0.1549 | IoU 0.566 [2021-06-14 22:25:24,084][root][INFO] - Lr: 1.701e-04 | Epoch: [79][50/372] | Time 0.348 | Data 0.073 | Loss 0.1549 | IoU 0.566 [2021-06-14 22:25:27,269][root][INFO] - Lr: 1.654e-04 | Epoch: [79][60/372] | Time 0.343 | Data 0.069 | Loss 0.1549 | IoU 0.566 [2021-06-14 22:25:30,485][root][INFO] - Lr: 1.606e-04 | Epoch: [79][70/372] | Time 0.340 | Data 0.065 | Loss 0.1549 | IoU 0.566 [2021-06-14 22:25:33,619][root][INFO] - Lr: 1.558e-04 | Epoch: [79][80/372] | Time 0.337 | Data 0.062 | Loss 0.1549 | IoU 0.566 [2021-06-14 22:25:36,763][root][INFO] - Lr: 1.510e-04 | Epoch: [79][90/372] | Time 0.334 | Data 0.060 | Loss 0.1549 | IoU 0.566 [2021-06-14 22:25:39,932][root][INFO] - Lr: 1.462e-04 | Epoch: [79][100/372] | Time 0.332 | Data 0.058 | Loss 0.1548 | IoU 0.566 [2021-06-14 22:25:43,173][root][INFO] - Lr: 1.413e-04 | Epoch: [79][110/372] | Time 0.332 | Data 0.058 | Loss 0.1548 | IoU 0.567 [2021-06-14 22:25:46,311][root][INFO] - Lr: 1.365e-04 | Epoch: [79][120/372] | Time 0.330 | Data 0.056 | Loss 0.1548 | IoU 0.567 [2021-06-14 22:25:49,509][root][INFO] - Lr: 1.316e-04 | Epoch: [79][130/372] | Time 0.329 | Data 0.055 | Loss 0.1548 | IoU 0.567 [2021-06-14 22:25:52,733][root][INFO] - Lr: 1.267e-04 | Epoch: [79][140/372] | Time 0.329 | Data 0.055 | Loss 0.1548 | IoU 0.567 [2021-06-14 22:25:55,875][root][INFO] - Lr: 1.217e-04 | Epoch: [79][150/372] | Time 0.328 | Data 0.054 | Loss 0.1548 | IoU 0.567 [2021-06-14 22:25:59,109][root][INFO] - Lr: 1.168e-04 | Epoch: [79][160/372] | Time 0.328 | Data 0.054 | Loss 0.1547 | IoU 0.567 [2021-06-14 22:26:02,294][root][INFO] - Lr: 1.118e-04 | Epoch: [79][170/372] | Time 0.327 | Data 0.053 | Loss 0.1547 | IoU 0.567 [2021-06-14 22:26:05,499][root][INFO] - Lr: 1.068e-04 | Epoch: [79][180/372] | Time 0.327 | Data 0.053 | Loss 0.1547 | IoU 0.567 [2021-06-14 22:26:08,652][root][INFO] - Lr: 1.018e-04 | Epoch: [79][190/372] | Time 0.326 | Data 0.052 | Loss 0.1547 | IoU 0.567 [2021-06-14 22:26:11,801][root][INFO] - Lr: 9.676e-05 | Epoch: [79][200/372] | Time 0.326 | Data 0.052 | Loss 0.1547 | IoU 0.567 [2021-06-14 22:26:14,990][root][INFO] - Lr: 9.168e-05 | Epoch: [79][210/372] | Time 0.325 | Data 0.052 | Loss 0.1547 | IoU 0.567 [2021-06-14 22:26:18,151][root][INFO] - Lr: 8.657e-05 | Epoch: [79][220/372] | Time 0.325 | Data 0.051 | Loss 0.1546 | IoU 0.567 [2021-06-14 22:26:21,360][root][INFO] - Lr: 8.143e-05 | Epoch: [79][230/372] | Time 0.325 | Data 0.051 | Loss 0.1546 | IoU 0.567 [2021-06-14 22:26:24,568][root][INFO] - Lr: 7.625e-05 | Epoch: [79][240/372] | Time 0.324 | Data 0.051 | Loss 0.1546 | IoU 0.567 [2021-06-14 22:26:27,720][root][INFO] - Lr: 7.103e-05 | Epoch: [79][250/372] | Time 0.324 | Data 0.051 | Loss 0.1546 | IoU 0.567 [2021-06-14 22:26:30,799][root][INFO] - Lr: 6.577e-05 | Epoch: [79][260/372] | Time 0.324 | Data 0.050 | Loss 0.1546 | IoU 0.567 [2021-06-14 22:26:34,009][root][INFO] - Lr: 6.046e-05 | Epoch: [79][270/372] | Time 0.323 | Data 0.050 | Loss 0.1546 | IoU 0.567 [2021-06-14 22:26:37,114][root][INFO] - Lr: 5.510e-05 | Epoch: [79][280/372] | Time 0.323 | Data 0.049 | Loss 0.1545 | IoU 0.567 [2021-06-14 22:26:40,426][root][INFO] - Lr: 4.968e-05 | Epoch: [79][290/372] | Time 0.323 | Data 0.050 | Loss 0.1545 | IoU 0.567 [2021-06-14 22:26:43,598][root][INFO] - Lr: 4.419e-05 | Epoch: [79][300/372] | Time 0.323 | Data 0.049 | Loss 0.1545 | IoU 0.567 [2021-06-14 22:26:46,741][root][INFO] - Lr: 3.863e-05 | Epoch: [79][310/372] | Time 0.323 | Data 0.049 | Loss 0.1545 | IoU 0.567 [2021-06-14 22:26:49,950][root][INFO] - Lr: 3.297e-05 | Epoch: [79][320/372] | Time 0.323 | Data 0.049 | Loss 0.1545 | IoU 0.567 [2021-06-14 22:26:53,029][root][INFO] - Lr: 2.720e-05 | Epoch: [79][330/372] | Time 0.322 | Data 0.049 | Loss 0.1545 | IoU 0.567 [2021-06-14 22:26:56,253][root][INFO] - Lr: 2.130e-05 | Epoch: [79][340/372] | Time 0.322 | Data 0.049 | Loss 0.1544 | IoU 0.567 [2021-06-14 22:26:59,507][root][INFO] - Lr: 1.520e-05 | Epoch: [79][350/372] | Time 0.322 | Data 0.049 | Loss 0.1544 | IoU 0.567 [2021-06-14 22:27:02,692][root][INFO] - Lr: 8.810e-06 | Epoch: [79][360/372] | Time 0.322 | Data 0.048 | Loss 0.1544 | IoU 0.567 [2021-06-14 22:27:05,756][root][INFO] - Lr: 1.756e-06 | Epoch: [79][370/372] | Time 0.322 | Data 0.048 | Loss 0.1544 | IoU 0.567 [2021-06-14 22:27:06,160][root][INFO] - Finished Training [2021-06-14 22:27:06,169][submitit][INFO] - Job completed successfully